diff --git a/HEAD/.buildinfo b/HEAD/.buildinfo index c6381a4bf710d93338990db017af8269dc117c41..0d79182144f703fbc0b47db0fbb09fee67fb8d8e 100644 --- a/HEAD/.buildinfo +++ b/HEAD/.buildinfo @@ -1,4 +1,4 @@ # Sphinx build info version 1 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done. -config: 7430361023956a646becb52530fc5634 +config: 50942d0c8219edbb886a7db4289a729a tags: 645f666f9bcd5a90fca523b33c5a78b7 diff --git a/HEAD/.doctrees/api_doc/ascii/drawing.doctree b/HEAD/.doctrees/api_doc/ascii/drawing.doctree index c87abb63f7515c8693688bc1198f0689dd206ee2..a2b48ce9e7b8fb50e923fc084799d3abd87f5b42 100644 Binary files a/HEAD/.doctrees/api_doc/ascii/drawing.doctree and b/HEAD/.doctrees/api_doc/ascii/drawing.doctree differ diff --git a/HEAD/.doctrees/api_doc/ascii/index.doctree b/HEAD/.doctrees/api_doc/ascii/index.doctree index 8cd90a3037170ca98165467ffada4a164cf911b3..8025645012e2ddad00c11dab6d329727670f9937 100644 Binary files a/HEAD/.doctrees/api_doc/ascii/index.doctree and b/HEAD/.doctrees/api_doc/ascii/index.doctree differ diff --git a/HEAD/.doctrees/api_doc/config/index.doctree b/HEAD/.doctrees/api_doc/config/index.doctree index 9fb1c77864a117315470d91159f2478ac19da1fc..197027f100a11e264c89029aea9e71f3756dbed8 100644 Binary files a/HEAD/.doctrees/api_doc/config/index.doctree and b/HEAD/.doctrees/api_doc/config/index.doctree differ diff --git a/HEAD/.doctrees/api_doc/config/meta.doctree b/HEAD/.doctrees/api_doc/config/meta.doctree index b6b7fb176a423e4545459a2b1f0b50397e1a0bbd..b3d68062a7ee973800bf9fa1fec5fad1465cd2f7 100644 Binary files a/HEAD/.doctrees/api_doc/config/meta.doctree and b/HEAD/.doctrees/api_doc/config/meta.doctree differ diff --git a/HEAD/.doctrees/api_doc/data/background.doctree b/HEAD/.doctrees/api_doc/data/background.doctree index 1eb86ea3faf6ac84580f309a8f310d1254769b78..2d04a70c3e2f1007e5d02620ae778c5ea90f9e88 100644 Binary files a/HEAD/.doctrees/api_doc/data/background.doctree and b/HEAD/.doctrees/api_doc/data/background.doctree differ diff --git a/HEAD/.doctrees/api_doc/data/blob.doctree b/HEAD/.doctrees/api_doc/data/blob.doctree index 5974b01401d02bbf06d8eb194a3dae378a3e24ee..6018f2260341e1c4a2576bd2e2df0d9afb6a7fa0 100644 Binary files a/HEAD/.doctrees/api_doc/data/blob.doctree and b/HEAD/.doctrees/api_doc/data/blob.doctree differ diff --git a/HEAD/.doctrees/api_doc/data/decode.doctree b/HEAD/.doctrees/api_doc/data/decode.doctree index 709bc9da133cffab7c5dff541fe2a51ec05719f2..366f43af56d91b84d09b894d3931d52d24adb377 100644 Binary files a/HEAD/.doctrees/api_doc/data/decode.doctree and b/HEAD/.doctrees/api_doc/data/decode.doctree differ diff --git a/HEAD/.doctrees/api_doc/data/encode.doctree b/HEAD/.doctrees/api_doc/data/encode.doctree index 5f5b46ad4810e7fb2b7df27147c3d445f966aa04..8999ca5d0c44464a60989ca34394e09a053927c8 100644 Binary files a/HEAD/.doctrees/api_doc/data/encode.doctree and b/HEAD/.doctrees/api_doc/data/encode.doctree differ diff --git a/HEAD/.doctrees/api_doc/data/image.doctree b/HEAD/.doctrees/api_doc/data/image.doctree index d4425478c3f3590bd1474a33d5a9b175fed060e1..81c91e1d350012b5c92e9ce05baa7030950d4f66 100644 Binary files a/HEAD/.doctrees/api_doc/data/image.doctree and b/HEAD/.doctrees/api_doc/data/image.doctree differ diff --git a/HEAD/.doctrees/api_doc/data/index.doctree b/HEAD/.doctrees/api_doc/data/index.doctree index 735814d54966e3b57439b9080c432e30a83aa4e5..2b7462e7d48de6e26d1c4995b0259cccc7b9a491 100644 Binary files a/HEAD/.doctrees/api_doc/data/index.doctree and b/HEAD/.doctrees/api_doc/data/index.doctree differ diff --git a/HEAD/.doctrees/api_doc/data/layer.doctree b/HEAD/.doctrees/api_doc/data/layer.doctree index 9911033831f7096c83c513ff6c479f95c62af1f1..ce8f655545179e1f1f4846968da1a29e5ca1830d 100644 Binary files a/HEAD/.doctrees/api_doc/data/layer.doctree and b/HEAD/.doctrees/api_doc/data/layer.doctree differ diff --git a/HEAD/.doctrees/api_doc/data/url.doctree b/HEAD/.doctrees/api_doc/data/url.doctree index 519a8912a7c0af96d674daa2c23ffeeba8f65976..01e2d02c2b253b8e5e61d67aa3db06450764588f 100644 Binary files a/HEAD/.doctrees/api_doc/data/url.doctree and b/HEAD/.doctrees/api_doc/data/url.doctree differ diff --git a/HEAD/.doctrees/api_doc/detect/booru_yolo.doctree b/HEAD/.doctrees/api_doc/detect/booru_yolo.doctree index 2ad7e2e996278f329c9d633d27b6acdd29541e0c..23fd5ac302d2399610ae9155c859c56d8fafc4ac 100644 Binary files a/HEAD/.doctrees/api_doc/detect/booru_yolo.doctree and b/HEAD/.doctrees/api_doc/detect/booru_yolo.doctree differ diff --git a/HEAD/.doctrees/api_doc/detect/censor.doctree b/HEAD/.doctrees/api_doc/detect/censor.doctree index fa557317e6502bad4ac286d28f5a3ab4f0db8d5b..0353b3813a42ac59dc99a0e7ee84d562ec3e85d3 100644 Binary files a/HEAD/.doctrees/api_doc/detect/censor.doctree and b/HEAD/.doctrees/api_doc/detect/censor.doctree differ diff --git a/HEAD/.doctrees/api_doc/detect/eye.doctree b/HEAD/.doctrees/api_doc/detect/eye.doctree index bbecb42537fcbd92c0fdcba7850bea9c5d383f07..60b099715880fefda5fdcc499befc099df865659 100644 Binary files a/HEAD/.doctrees/api_doc/detect/eye.doctree and b/HEAD/.doctrees/api_doc/detect/eye.doctree differ diff --git a/HEAD/.doctrees/api_doc/detect/face.doctree b/HEAD/.doctrees/api_doc/detect/face.doctree index 344c5a7e2588330039f49755a7f004828b78f1c0..5c28b7cc17926de7068c72d486ee1acf33a29b07 100644 Binary files a/HEAD/.doctrees/api_doc/detect/face.doctree and b/HEAD/.doctrees/api_doc/detect/face.doctree differ diff --git a/HEAD/.doctrees/api_doc/detect/halfbody.doctree b/HEAD/.doctrees/api_doc/detect/halfbody.doctree index 8aa9cec4df86fb921b3de8eddfe325a09ed0e432..413e5cc61b98b158abaf3b9d9bb141304bdfbf81 100644 Binary files a/HEAD/.doctrees/api_doc/detect/halfbody.doctree and b/HEAD/.doctrees/api_doc/detect/halfbody.doctree differ diff --git a/HEAD/.doctrees/api_doc/detect/hand.doctree b/HEAD/.doctrees/api_doc/detect/hand.doctree index dacd6fb1718ba9bbe00a213f61421193abafd770..c05510ddc67f0dc380eb8d22d2179c492278f9c2 100644 Binary files a/HEAD/.doctrees/api_doc/detect/hand.doctree and b/HEAD/.doctrees/api_doc/detect/hand.doctree differ diff --git a/HEAD/.doctrees/api_doc/detect/head.doctree b/HEAD/.doctrees/api_doc/detect/head.doctree index b754b94972f61163a7b9be2a75287ff64017c8d9..b1e3177cb72df3edf3cb122311e6b8b822d5477b 100644 Binary files a/HEAD/.doctrees/api_doc/detect/head.doctree and b/HEAD/.doctrees/api_doc/detect/head.doctree differ diff --git a/HEAD/.doctrees/api_doc/detect/index.doctree b/HEAD/.doctrees/api_doc/detect/index.doctree index 56e4dde85d7636d2fa7eb285bdfc538423b30c39..62f05093dbcc9e8736d7bd7232f7248f5dedd054 100644 Binary files a/HEAD/.doctrees/api_doc/detect/index.doctree and b/HEAD/.doctrees/api_doc/detect/index.doctree differ diff --git a/HEAD/.doctrees/api_doc/detect/nudenet.doctree b/HEAD/.doctrees/api_doc/detect/nudenet.doctree index 06b95fd663f9488968cd3fd20ae31d78190d9c01..145ec15598050462c7ea639b038f2899d361f813 100644 Binary files a/HEAD/.doctrees/api_doc/detect/nudenet.doctree and b/HEAD/.doctrees/api_doc/detect/nudenet.doctree differ diff --git a/HEAD/.doctrees/api_doc/detect/person.doctree b/HEAD/.doctrees/api_doc/detect/person.doctree index 4b68b88a58a095c9e6b4db9d39c8d01b7c97a90e..cac68f3baa02474ac05b5c838373c0c278673d38 100644 Binary files a/HEAD/.doctrees/api_doc/detect/person.doctree and b/HEAD/.doctrees/api_doc/detect/person.doctree differ diff --git a/HEAD/.doctrees/api_doc/detect/similarity.doctree b/HEAD/.doctrees/api_doc/detect/similarity.doctree index 7bb765649d68518470e701e8f94b55f68f011116..93bfd5ecdcdeedbe07d814ef8c3333468d29e7a6 100644 Binary files a/HEAD/.doctrees/api_doc/detect/similarity.doctree and b/HEAD/.doctrees/api_doc/detect/similarity.doctree differ diff --git a/HEAD/.doctrees/api_doc/detect/text.doctree b/HEAD/.doctrees/api_doc/detect/text.doctree index d3d3c5a0210406b84b18dacc67bb5579931e29dd..8a77c0b796625710d5d9ed987fd9cc5e9c97c7b9 100644 Binary files a/HEAD/.doctrees/api_doc/detect/text.doctree and b/HEAD/.doctrees/api_doc/detect/text.doctree differ diff --git a/HEAD/.doctrees/api_doc/detect/visual.doctree b/HEAD/.doctrees/api_doc/detect/visual.doctree index 98de4bbca2e5d37f3d64b2554208312e582890ac..35278ee2c626ed0b6b12cd87a208688edcbe945f 100644 Binary files a/HEAD/.doctrees/api_doc/detect/visual.doctree and b/HEAD/.doctrees/api_doc/detect/visual.doctree differ diff --git a/HEAD/.doctrees/api_doc/edge/canny.doctree b/HEAD/.doctrees/api_doc/edge/canny.doctree index 4a188a0d805be6ef07be418b8582b7d512a3ead1..8a5d8d39ce8bf92fbd6f333434202cff3b1e59c2 100644 Binary files a/HEAD/.doctrees/api_doc/edge/canny.doctree and b/HEAD/.doctrees/api_doc/edge/canny.doctree differ diff --git a/HEAD/.doctrees/api_doc/edge/index.doctree b/HEAD/.doctrees/api_doc/edge/index.doctree index 5887418e9aa065be25437e9279665722e524f1f4..038cb3a7e5f8bb9be3227290b64c9a035601e9f8 100644 Binary files a/HEAD/.doctrees/api_doc/edge/index.doctree and b/HEAD/.doctrees/api_doc/edge/index.doctree differ diff --git a/HEAD/.doctrees/api_doc/edge/lineart.doctree b/HEAD/.doctrees/api_doc/edge/lineart.doctree index 825e785e7c9f9b964d1c270d11ffc79eb92ab408..7a9df3556243785331e8b8240914d0c65f7b4cc5 100644 Binary files a/HEAD/.doctrees/api_doc/edge/lineart.doctree and b/HEAD/.doctrees/api_doc/edge/lineart.doctree differ diff --git a/HEAD/.doctrees/api_doc/edge/lineart_anime.doctree b/HEAD/.doctrees/api_doc/edge/lineart_anime.doctree index e3c4d3171864b4c19970c83d8a99739acd8da6f6..56c32c4b18432ea0ae00c9dd3d315e742becc83e 100644 Binary files a/HEAD/.doctrees/api_doc/edge/lineart_anime.doctree and b/HEAD/.doctrees/api_doc/edge/lineart_anime.doctree differ diff --git a/HEAD/.doctrees/api_doc/generic/classify.doctree b/HEAD/.doctrees/api_doc/generic/classify.doctree index 4b3969e5dd897029fb811dd0b6c681592f5c4e55..9e400ccd54ace46148a814cb47718bf611fd51f3 100644 Binary files a/HEAD/.doctrees/api_doc/generic/classify.doctree and b/HEAD/.doctrees/api_doc/generic/classify.doctree differ diff --git a/HEAD/.doctrees/api_doc/generic/clip.doctree b/HEAD/.doctrees/api_doc/generic/clip.doctree index 7e5ca47ee926391731d4a0661943ac76539f376f..8580cee6c5432a1ea61b68d603ab7b3ab1a88012 100644 Binary files a/HEAD/.doctrees/api_doc/generic/clip.doctree and b/HEAD/.doctrees/api_doc/generic/clip.doctree differ diff --git a/HEAD/.doctrees/api_doc/generic/enhance.doctree b/HEAD/.doctrees/api_doc/generic/enhance.doctree index 0eac055dcc3a85ce6fbf37c52b028ec41b118586..15d09f8b51d07da1cd220a2c35527931c309d5c4 100644 Binary files a/HEAD/.doctrees/api_doc/generic/enhance.doctree and b/HEAD/.doctrees/api_doc/generic/enhance.doctree differ diff --git a/HEAD/.doctrees/api_doc/generic/index.doctree b/HEAD/.doctrees/api_doc/generic/index.doctree index 91789c4a0da7b3f07328201c343fb27cac9090ba..8e0078f6de730abddaff0fc5b680cf2c2f879f61 100644 Binary files a/HEAD/.doctrees/api_doc/generic/index.doctree and b/HEAD/.doctrees/api_doc/generic/index.doctree differ diff --git a/HEAD/.doctrees/api_doc/generic/siglip.doctree b/HEAD/.doctrees/api_doc/generic/siglip.doctree index 2ca03865bb8f18c2871c88e02896c0312a117929..266c229e03dc4ca2807c7ea79dad6f48526cf216 100644 Binary files a/HEAD/.doctrees/api_doc/generic/siglip.doctree and b/HEAD/.doctrees/api_doc/generic/siglip.doctree differ diff --git a/HEAD/.doctrees/api_doc/generic/yolo.doctree b/HEAD/.doctrees/api_doc/generic/yolo.doctree index e00446f78cfdfbd9f35aea77e6a69fbfedfccc89..240e1e617d38c619879bcf994c169a393ed2bb38 100644 Binary files a/HEAD/.doctrees/api_doc/generic/yolo.doctree and b/HEAD/.doctrees/api_doc/generic/yolo.doctree differ diff --git a/HEAD/.doctrees/api_doc/metadata/geninfo.doctree b/HEAD/.doctrees/api_doc/metadata/geninfo.doctree index 4906cdaab817b5c928ecf03b1fbe5631440069b5..e263ff2ce69949e206b0a849eb80176652b12092 100644 Binary files a/HEAD/.doctrees/api_doc/metadata/geninfo.doctree and b/HEAD/.doctrees/api_doc/metadata/geninfo.doctree differ diff --git a/HEAD/.doctrees/api_doc/metadata/index.doctree b/HEAD/.doctrees/api_doc/metadata/index.doctree index 1b60b365a48406646dc39b4a33d7cc59835abcc0..349839ed1a7ff3a9368f13a2181bc1d6d9d43c64 100644 Binary files a/HEAD/.doctrees/api_doc/metadata/index.doctree and b/HEAD/.doctrees/api_doc/metadata/index.doctree differ diff --git a/HEAD/.doctrees/api_doc/metadata/lsb.doctree b/HEAD/.doctrees/api_doc/metadata/lsb.doctree index 9c8f28e27eb731da91d3ebe54e5cf7d3f1ced5a9..5cf54506c7ea2b984117e0087bf0c7ae45886ae7 100644 Binary files a/HEAD/.doctrees/api_doc/metadata/lsb.doctree and b/HEAD/.doctrees/api_doc/metadata/lsb.doctree differ diff --git a/HEAD/.doctrees/api_doc/metrics/aesthetic.doctree b/HEAD/.doctrees/api_doc/metrics/aesthetic.doctree index 858cc042076adadc78ded1e8733e5bc5b637edba..b5063bb018882970fd053fe9267ffd63ee2f64cc 100644 Binary files a/HEAD/.doctrees/api_doc/metrics/aesthetic.doctree and b/HEAD/.doctrees/api_doc/metrics/aesthetic.doctree differ diff --git a/HEAD/.doctrees/api_doc/metrics/ccip.doctree b/HEAD/.doctrees/api_doc/metrics/ccip.doctree index 99ca855171d01211cad2668ea7fe6e3607a5eae5..1bf394068e27f4b5e64eeeff5a47a315b461aeef 100644 Binary files a/HEAD/.doctrees/api_doc/metrics/ccip.doctree and b/HEAD/.doctrees/api_doc/metrics/ccip.doctree differ diff --git a/HEAD/.doctrees/api_doc/metrics/dbaesthetic.doctree b/HEAD/.doctrees/api_doc/metrics/dbaesthetic.doctree index dec57982183d3a1e8600d08b111b9ca945451e9d..a74c57483a328ac0369ef07e327259cf2ae8579e 100644 Binary files a/HEAD/.doctrees/api_doc/metrics/dbaesthetic.doctree and b/HEAD/.doctrees/api_doc/metrics/dbaesthetic.doctree differ diff --git a/HEAD/.doctrees/api_doc/metrics/index.doctree b/HEAD/.doctrees/api_doc/metrics/index.doctree index cbffd3c4c81fd131ecdad3f6024867e27a58f509..602d731c8fd29401f5c99dc1d1f3a2ed30f34e61 100644 Binary files a/HEAD/.doctrees/api_doc/metrics/index.doctree and b/HEAD/.doctrees/api_doc/metrics/index.doctree differ diff --git a/HEAD/.doctrees/api_doc/metrics/laplacian.doctree b/HEAD/.doctrees/api_doc/metrics/laplacian.doctree index 5e78697eb2a04954c5809e373db19865ad9c283a..2960e0518e8272bbf1a7493cacbcf60164f5b8d5 100644 Binary files a/HEAD/.doctrees/api_doc/metrics/laplacian.doctree and b/HEAD/.doctrees/api_doc/metrics/laplacian.doctree differ diff --git a/HEAD/.doctrees/api_doc/metrics/lpips.doctree b/HEAD/.doctrees/api_doc/metrics/lpips.doctree index ef961c2d09afe5ad327ca4dd4c4016ee231f7be0..b34dfbbdc1dc2fd261baf82517a3b000741cb57a 100644 Binary files a/HEAD/.doctrees/api_doc/metrics/lpips.doctree and b/HEAD/.doctrees/api_doc/metrics/lpips.doctree differ diff --git a/HEAD/.doctrees/api_doc/metrics/psnr_.doctree b/HEAD/.doctrees/api_doc/metrics/psnr_.doctree index 5b48f69d7cde101d1102db345bb7c1ed04458343..2c50a151ee3ea457d4aad5a79c9dd1ecb6e46303 100644 Binary files a/HEAD/.doctrees/api_doc/metrics/psnr_.doctree and b/HEAD/.doctrees/api_doc/metrics/psnr_.doctree differ diff --git a/HEAD/.doctrees/api_doc/ocr/index.doctree b/HEAD/.doctrees/api_doc/ocr/index.doctree index 56c0ce00a7565f4a8a44f8263073837346d0256c..097a17ab837e055e5faca8f465ffefe768b00413 100644 Binary files a/HEAD/.doctrees/api_doc/ocr/index.doctree and b/HEAD/.doctrees/api_doc/ocr/index.doctree differ diff --git a/HEAD/.doctrees/api_doc/operate/align.doctree b/HEAD/.doctrees/api_doc/operate/align.doctree index b6a707eeb4b3c0f7dba581b6b31ce8f2ed14e300..40ebd3d3bb57296f71feaf41df9f7afb63003f47 100644 Binary files a/HEAD/.doctrees/api_doc/operate/align.doctree and b/HEAD/.doctrees/api_doc/operate/align.doctree differ diff --git a/HEAD/.doctrees/api_doc/operate/censor.doctree b/HEAD/.doctrees/api_doc/operate/censor.doctree index b9ded1ba8adf985ea8e988b636b5ada820113906..a73f850a2dd84fb29f19684889f7a585a270a3a8 100644 Binary files a/HEAD/.doctrees/api_doc/operate/censor.doctree and b/HEAD/.doctrees/api_doc/operate/censor.doctree differ diff --git a/HEAD/.doctrees/api_doc/operate/imgcensor.doctree b/HEAD/.doctrees/api_doc/operate/imgcensor.doctree index 7aea6f58c52fdb00afea0e40ef8cab01cbd04e28..a3e3ef62204d573b7a3ea48c84330797152cbe6b 100644 Binary files a/HEAD/.doctrees/api_doc/operate/imgcensor.doctree and b/HEAD/.doctrees/api_doc/operate/imgcensor.doctree differ diff --git a/HEAD/.doctrees/api_doc/operate/index.doctree b/HEAD/.doctrees/api_doc/operate/index.doctree index c2a66a8b026e5adc96a3fb905082b4c2085364b5..de2483ac5eb6153e9ba5d089f07fd9abc67ce5fc 100644 Binary files a/HEAD/.doctrees/api_doc/operate/index.doctree and b/HEAD/.doctrees/api_doc/operate/index.doctree differ diff --git a/HEAD/.doctrees/api_doc/operate/squeeze.doctree b/HEAD/.doctrees/api_doc/operate/squeeze.doctree index 7767a7637cc424c79db0e62d9195140bc90b66d0..b01ef7a7871b4abf70ddb8e70c2e9b2f10c48d0e 100644 Binary files a/HEAD/.doctrees/api_doc/operate/squeeze.doctree and b/HEAD/.doctrees/api_doc/operate/squeeze.doctree differ diff --git a/HEAD/.doctrees/api_doc/pose/dwpose.doctree b/HEAD/.doctrees/api_doc/pose/dwpose.doctree index 4ea987846e4e6fb1cbf203eddc5a79d2bf9fd473..d497ad39ed51434f0e434fef389a8bba1f438685 100644 Binary files a/HEAD/.doctrees/api_doc/pose/dwpose.doctree and b/HEAD/.doctrees/api_doc/pose/dwpose.doctree differ diff --git a/HEAD/.doctrees/api_doc/pose/format.doctree b/HEAD/.doctrees/api_doc/pose/format.doctree index b0d6228d5a6921900e662b13a59f1e708105f0b4..721a5d6a40764d51b5ea3bf18a7a14c7917393bd 100644 Binary files a/HEAD/.doctrees/api_doc/pose/format.doctree and b/HEAD/.doctrees/api_doc/pose/format.doctree differ diff --git a/HEAD/.doctrees/api_doc/pose/index.doctree b/HEAD/.doctrees/api_doc/pose/index.doctree index c73ae65bc69f61085bedead09e739a7560655450..24d00078b00b7d135e69deb95dc6b79ef35c6651 100644 Binary files a/HEAD/.doctrees/api_doc/pose/index.doctree and b/HEAD/.doctrees/api_doc/pose/index.doctree differ diff --git a/HEAD/.doctrees/api_doc/pose/visual.doctree b/HEAD/.doctrees/api_doc/pose/visual.doctree index 2275661058fc13fa84f08f6d0fc1afab0ef83666..04a371da5cf48f02ae3928d26fe63c84f3adb240 100644 Binary files a/HEAD/.doctrees/api_doc/pose/visual.doctree and b/HEAD/.doctrees/api_doc/pose/visual.doctree differ diff --git a/HEAD/.doctrees/api_doc/preprocess/base.doctree b/HEAD/.doctrees/api_doc/preprocess/base.doctree index 6fc2b329b4becfcbbad22fdb5b98195e4dd3f87c..4c439708e186eaedf3ad7c192fa4019870726f25 100644 Binary files a/HEAD/.doctrees/api_doc/preprocess/base.doctree and b/HEAD/.doctrees/api_doc/preprocess/base.doctree differ diff --git a/HEAD/.doctrees/api_doc/preprocess/index.doctree b/HEAD/.doctrees/api_doc/preprocess/index.doctree index 09556495468d019c0c82845213943a33df04b1dc..21919356608d57ac06ff0c61ded94f5bda061db0 100644 Binary files a/HEAD/.doctrees/api_doc/preprocess/index.doctree and b/HEAD/.doctrees/api_doc/preprocess/index.doctree differ diff --git a/HEAD/.doctrees/api_doc/preprocess/pillow.doctree b/HEAD/.doctrees/api_doc/preprocess/pillow.doctree index 0949cd85b4e5c9b32e206e68c93f1a10bdfd25b2..9de6050d93c3f91e002b515f48b435bc41827b52 100644 Binary files a/HEAD/.doctrees/api_doc/preprocess/pillow.doctree and b/HEAD/.doctrees/api_doc/preprocess/pillow.doctree differ diff --git a/HEAD/.doctrees/api_doc/preprocess/torchvision.doctree b/HEAD/.doctrees/api_doc/preprocess/torchvision.doctree index eabaec6eac6e80253247600879dfd6ee4b6d9cc3..0df7fdbabcae282d630732dbb25895db0dafb38c 100644 Binary files a/HEAD/.doctrees/api_doc/preprocess/torchvision.doctree and b/HEAD/.doctrees/api_doc/preprocess/torchvision.doctree differ diff --git a/HEAD/.doctrees/api_doc/preprocess/transformers.doctree b/HEAD/.doctrees/api_doc/preprocess/transformers.doctree index eec2964571e50ccf695bd89d3823df82d7b350f7..1453e0952efb8865f308827c941938da4e9a7134 100644 Binary files a/HEAD/.doctrees/api_doc/preprocess/transformers.doctree and b/HEAD/.doctrees/api_doc/preprocess/transformers.doctree differ diff --git a/HEAD/.doctrees/api_doc/resource/background.doctree b/HEAD/.doctrees/api_doc/resource/background.doctree index 3081b99c2c038de2575bdcd381d110375aef7002..4c4ca269146a5a0d1154bb88454296471e4fb395 100644 Binary files a/HEAD/.doctrees/api_doc/resource/background.doctree and b/HEAD/.doctrees/api_doc/resource/background.doctree differ diff --git a/HEAD/.doctrees/api_doc/resource/index.doctree b/HEAD/.doctrees/api_doc/resource/index.doctree index a3ce060d39fa3253e6cfebffa2556982e707f78a..8d77c2669b557b478cc9802e6e3af68a1977a8d4 100644 Binary files a/HEAD/.doctrees/api_doc/resource/index.doctree and b/HEAD/.doctrees/api_doc/resource/index.doctree differ diff --git a/HEAD/.doctrees/api_doc/restore/adversarial.doctree b/HEAD/.doctrees/api_doc/restore/adversarial.doctree index 608ecdca6e003d9ed8e0159a806a42923c9824fd..8d98bee55e3c388524b1a291f8755fda8e21f71a 100644 Binary files a/HEAD/.doctrees/api_doc/restore/adversarial.doctree and b/HEAD/.doctrees/api_doc/restore/adversarial.doctree differ diff --git a/HEAD/.doctrees/api_doc/restore/index.doctree b/HEAD/.doctrees/api_doc/restore/index.doctree index cf87fb0b40e7185a4c9cedf5a12ff11c790c5fa9..52a6bba7ac30f09aadcc3c4be8c729581e24498c 100644 Binary files a/HEAD/.doctrees/api_doc/restore/index.doctree and b/HEAD/.doctrees/api_doc/restore/index.doctree differ diff --git a/HEAD/.doctrees/api_doc/restore/nafnet.doctree b/HEAD/.doctrees/api_doc/restore/nafnet.doctree index 118cbf0f94b3d59eaeb7bbb0f7bee663d6c80d6e..5c39108da58ff2eaf5dbcfc305249771641a7624 100644 Binary files a/HEAD/.doctrees/api_doc/restore/nafnet.doctree and b/HEAD/.doctrees/api_doc/restore/nafnet.doctree differ diff --git a/HEAD/.doctrees/api_doc/restore/scunet.doctree b/HEAD/.doctrees/api_doc/restore/scunet.doctree index 90bfc95632236c7bd9f8cc29f526fe7ee5495c3f..44d3b6464fef66ed257912c81e42c5d6319a21d8 100644 Binary files a/HEAD/.doctrees/api_doc/restore/scunet.doctree and b/HEAD/.doctrees/api_doc/restore/scunet.doctree differ diff --git a/HEAD/.doctrees/api_doc/sd/index.doctree b/HEAD/.doctrees/api_doc/sd/index.doctree index 4099b9d9bd4c82b25fa330cb08ef7e09d9bcb62e..0b20ba20716d881fea06b922e4dc3a6e81be84cf 100644 Binary files a/HEAD/.doctrees/api_doc/sd/index.doctree and b/HEAD/.doctrees/api_doc/sd/index.doctree differ diff --git a/HEAD/.doctrees/api_doc/sd/metadata.doctree b/HEAD/.doctrees/api_doc/sd/metadata.doctree index 80768ba3eb890626b3ed3a5bef731e65d4c5daf2..3c07b45b91f955910ba929da2f3206f81402acf0 100644 Binary files a/HEAD/.doctrees/api_doc/sd/metadata.doctree and b/HEAD/.doctrees/api_doc/sd/metadata.doctree differ diff --git a/HEAD/.doctrees/api_doc/sd/model.doctree b/HEAD/.doctrees/api_doc/sd/model.doctree index 5ca379c7ba1992e0301516573acf01a10bb6bd6b..ce239bbd810700d6eafdbba6f9817af2e028a001 100644 Binary files a/HEAD/.doctrees/api_doc/sd/model.doctree and b/HEAD/.doctrees/api_doc/sd/model.doctree differ diff --git a/HEAD/.doctrees/api_doc/sd/nai.doctree b/HEAD/.doctrees/api_doc/sd/nai.doctree index 157a9f979fdb768b98a1ff36a0463ac239d23cbe..aa44b1a4f39c348f13064c33057c322d5deb1dc7 100644 Binary files a/HEAD/.doctrees/api_doc/sd/nai.doctree and b/HEAD/.doctrees/api_doc/sd/nai.doctree differ diff --git a/HEAD/.doctrees/api_doc/segment/index.doctree b/HEAD/.doctrees/api_doc/segment/index.doctree index 8c8ff278d2b019e73a65b1824e806e1140fd4fd9..b636a7235efdce7862ef9142b2f109c1c966e847 100644 Binary files a/HEAD/.doctrees/api_doc/segment/index.doctree and b/HEAD/.doctrees/api_doc/segment/index.doctree differ diff --git a/HEAD/.doctrees/api_doc/segment/isnetis.doctree b/HEAD/.doctrees/api_doc/segment/isnetis.doctree index b6611c1652e74c9ea80dc086a9a1e4ba9de12e7e..6a5a46dd6cd4dc575dbf357864ddc1b7acaf1f9a 100644 Binary files a/HEAD/.doctrees/api_doc/segment/isnetis.doctree and b/HEAD/.doctrees/api_doc/segment/isnetis.doctree differ diff --git a/HEAD/.doctrees/api_doc/tagging/blacklist.doctree b/HEAD/.doctrees/api_doc/tagging/blacklist.doctree index 7e8000b5ab89f079762a0914072a212fffd23148..d5c9b5415727f29794d2e4abd489e6ccccce3d98 100644 Binary files a/HEAD/.doctrees/api_doc/tagging/blacklist.doctree and b/HEAD/.doctrees/api_doc/tagging/blacklist.doctree differ diff --git a/HEAD/.doctrees/api_doc/tagging/character.doctree b/HEAD/.doctrees/api_doc/tagging/character.doctree index 1560cb31b172de7f6444cbc47b3fe9e95fca8731..b080cab34202d8dc5bb8a2b6d76584772c58fca5 100644 Binary files a/HEAD/.doctrees/api_doc/tagging/character.doctree and b/HEAD/.doctrees/api_doc/tagging/character.doctree differ diff --git a/HEAD/.doctrees/api_doc/tagging/deepdanbooru.doctree b/HEAD/.doctrees/api_doc/tagging/deepdanbooru.doctree index df235bc5ba0ad79938a344abeb1db123c03ebf24..45cf022388ae6b7db609843d72812332cec002ed 100644 Binary files a/HEAD/.doctrees/api_doc/tagging/deepdanbooru.doctree and b/HEAD/.doctrees/api_doc/tagging/deepdanbooru.doctree differ diff --git a/HEAD/.doctrees/api_doc/tagging/deepgelbooru.doctree b/HEAD/.doctrees/api_doc/tagging/deepgelbooru.doctree index 9508e87f70c28879070353bd28dac5a7fedb65d7..7c32b2bc09d13c66cd663d816930ebf76d87786e 100644 Binary files a/HEAD/.doctrees/api_doc/tagging/deepgelbooru.doctree and b/HEAD/.doctrees/api_doc/tagging/deepgelbooru.doctree differ diff --git a/HEAD/.doctrees/api_doc/tagging/format.doctree b/HEAD/.doctrees/api_doc/tagging/format.doctree index 3bec289c51ce8c8f4f210ec7e0abde28f5dd53f1..d13f911bdfa0c1134fc5c289ff94d95bdcdc3eaf 100644 Binary files a/HEAD/.doctrees/api_doc/tagging/format.doctree and b/HEAD/.doctrees/api_doc/tagging/format.doctree differ diff --git a/HEAD/.doctrees/api_doc/tagging/index.doctree b/HEAD/.doctrees/api_doc/tagging/index.doctree index 2cc8bef49d7bd74cb5da6a499d999bb1b4340a5c..7a8c5781d332e23c198d83c597cbe0959b8f6f72 100644 Binary files a/HEAD/.doctrees/api_doc/tagging/index.doctree and b/HEAD/.doctrees/api_doc/tagging/index.doctree differ diff --git a/HEAD/.doctrees/api_doc/tagging/match.doctree b/HEAD/.doctrees/api_doc/tagging/match.doctree index b06790c069732b7bc919a291795e61434aa29460..192c694fb3560accb6ce130aebe7e489edf52537 100644 Binary files a/HEAD/.doctrees/api_doc/tagging/match.doctree and b/HEAD/.doctrees/api_doc/tagging/match.doctree differ diff --git a/HEAD/.doctrees/api_doc/tagging/mldanbooru.doctree b/HEAD/.doctrees/api_doc/tagging/mldanbooru.doctree index d51c2cbceded913bbbec4b27b45d1fdcd7766423..eb1264538faf80eb914b2260f54b38c9dfbe9ea8 100644 Binary files a/HEAD/.doctrees/api_doc/tagging/mldanbooru.doctree and b/HEAD/.doctrees/api_doc/tagging/mldanbooru.doctree differ diff --git a/HEAD/.doctrees/api_doc/tagging/order.doctree b/HEAD/.doctrees/api_doc/tagging/order.doctree index a657982a2fbaa487cbb774f5f6d7dcd6132402a0..e8f637a40ea4066ebbadf4da50743d4ddef8dbb9 100644 Binary files a/HEAD/.doctrees/api_doc/tagging/order.doctree and b/HEAD/.doctrees/api_doc/tagging/order.doctree differ diff --git a/HEAD/.doctrees/api_doc/tagging/overlap.doctree b/HEAD/.doctrees/api_doc/tagging/overlap.doctree index 5d7297049371acbca002c7573b7f4c9f7213194d..18c9dc144318bb51c5be6bc1078e4385440dd464 100644 Binary files a/HEAD/.doctrees/api_doc/tagging/overlap.doctree and b/HEAD/.doctrees/api_doc/tagging/overlap.doctree differ diff --git a/HEAD/.doctrees/api_doc/tagging/wd14.doctree b/HEAD/.doctrees/api_doc/tagging/wd14.doctree index 3c88217309c0a1fc7765b844f30d84b7ac0a0b63..ec8b1fe268629e4ba15388bd4f67d7186800875a 100644 Binary files a/HEAD/.doctrees/api_doc/tagging/wd14.doctree and b/HEAD/.doctrees/api_doc/tagging/wd14.doctree differ diff --git a/HEAD/.doctrees/api_doc/upscale/cdc.doctree b/HEAD/.doctrees/api_doc/upscale/cdc.doctree index 9d9bfd863e4cd773d286eadcb68fb62ba3f7d2a6..ec2297ea2f869f80fc3bf13fd58c5ebf09663076 100644 Binary files a/HEAD/.doctrees/api_doc/upscale/cdc.doctree and b/HEAD/.doctrees/api_doc/upscale/cdc.doctree differ diff --git a/HEAD/.doctrees/api_doc/upscale/index.doctree b/HEAD/.doctrees/api_doc/upscale/index.doctree index 79d73409f2a5b79e0c596cbe0a67745cc31b9fe3..2651b22b7543c6e2641e73f2e3cb62a2ff55e0f6 100644 Binary files a/HEAD/.doctrees/api_doc/upscale/index.doctree and b/HEAD/.doctrees/api_doc/upscale/index.doctree differ diff --git a/HEAD/.doctrees/api_doc/utils/cache.doctree b/HEAD/.doctrees/api_doc/utils/cache.doctree index 230bd23f27bee66252ce3dad2544bb0b536cd292..5a4f00f6dc113da315fb99a0b14653fb4ceadfd4 100644 Binary files a/HEAD/.doctrees/api_doc/utils/cache.doctree and b/HEAD/.doctrees/api_doc/utils/cache.doctree differ diff --git a/HEAD/.doctrees/api_doc/utils/func.doctree b/HEAD/.doctrees/api_doc/utils/func.doctree index 3e7820bb88f39b0404808e07a0b372b27fe02ed5..c5bc85b944fcecc42c95549548aabe0c127914bf 100644 Binary files a/HEAD/.doctrees/api_doc/utils/func.doctree and b/HEAD/.doctrees/api_doc/utils/func.doctree differ diff --git a/HEAD/.doctrees/api_doc/utils/index.doctree b/HEAD/.doctrees/api_doc/utils/index.doctree index 5aef546b4c05708fd42c5137a0e4f10be3e3f853..b10b16aabc68eea24e59e79bbf0e426d99da0348 100644 Binary files a/HEAD/.doctrees/api_doc/utils/index.doctree and b/HEAD/.doctrees/api_doc/utils/index.doctree differ diff --git a/HEAD/.doctrees/api_doc/utils/onnxruntime.doctree b/HEAD/.doctrees/api_doc/utils/onnxruntime.doctree index c99d1586f7e19e9016e968d6b29b942f7c27fd71..4bf96e7292def8eb6544c2fa14e90725add86ec8 100644 Binary files a/HEAD/.doctrees/api_doc/utils/onnxruntime.doctree and b/HEAD/.doctrees/api_doc/utils/onnxruntime.doctree differ diff --git a/HEAD/.doctrees/api_doc/validate/aicheck.doctree b/HEAD/.doctrees/api_doc/validate/aicheck.doctree index 0dd175c7e98e5cbd1886b1ec8abf3727cf5cbbd0..7707b86b98ddc5dbcdffad22ba69196c0d41807c 100644 Binary files a/HEAD/.doctrees/api_doc/validate/aicheck.doctree and b/HEAD/.doctrees/api_doc/validate/aicheck.doctree differ diff --git a/HEAD/.doctrees/api_doc/validate/bangumi_char.doctree b/HEAD/.doctrees/api_doc/validate/bangumi_char.doctree index 46791e83e3be6b5130cd8fd801204a7e22e675da..68fe2b55d83bce378b11078dfaeb551dbc8aeb5d 100644 Binary files a/HEAD/.doctrees/api_doc/validate/bangumi_char.doctree and b/HEAD/.doctrees/api_doc/validate/bangumi_char.doctree differ diff --git a/HEAD/.doctrees/api_doc/validate/classify.doctree b/HEAD/.doctrees/api_doc/validate/classify.doctree index b66ce496d199500109213356eeb372ebbd122dac..db2f2aaa47e3e34e0cc7629c30eb847bb4137412 100644 Binary files a/HEAD/.doctrees/api_doc/validate/classify.doctree and b/HEAD/.doctrees/api_doc/validate/classify.doctree differ diff --git a/HEAD/.doctrees/api_doc/validate/color.doctree b/HEAD/.doctrees/api_doc/validate/color.doctree index 5e6250cd47841161005a93724e7f32347147be08..dc4d71211f71cc8dbcccae494cb44385a139382c 100644 Binary files a/HEAD/.doctrees/api_doc/validate/color.doctree and b/HEAD/.doctrees/api_doc/validate/color.doctree differ diff --git a/HEAD/.doctrees/api_doc/validate/completeness.doctree b/HEAD/.doctrees/api_doc/validate/completeness.doctree index d75f56fb72b3a0b8562c2ab3faf600c04df51855..bb3f047e4670f78ca6f12f9bad4e7f4222becb3a 100644 Binary files a/HEAD/.doctrees/api_doc/validate/completeness.doctree and b/HEAD/.doctrees/api_doc/validate/completeness.doctree differ diff --git a/HEAD/.doctrees/api_doc/validate/dbrating.doctree b/HEAD/.doctrees/api_doc/validate/dbrating.doctree index 96cabca4bc2ff4ae7f843a9466b3cbe40b71f169..49046ad8e2082c76989ed76b04de70ee65749fcd 100644 Binary files a/HEAD/.doctrees/api_doc/validate/dbrating.doctree and b/HEAD/.doctrees/api_doc/validate/dbrating.doctree differ diff --git a/HEAD/.doctrees/api_doc/validate/furry.doctree b/HEAD/.doctrees/api_doc/validate/furry.doctree index 66c787e1aaada305962d1fc216dc507f986dda68..8c623e3398b8afa6a04c3d08057bf164b590e229 100644 Binary files a/HEAD/.doctrees/api_doc/validate/furry.doctree and b/HEAD/.doctrees/api_doc/validate/furry.doctree differ diff --git a/HEAD/.doctrees/api_doc/validate/index.doctree b/HEAD/.doctrees/api_doc/validate/index.doctree index b5dc13a58bbff551debc5511596f536aeb972747..6b375037eec4ee25c2d04efc06adaaae30cc7918 100644 Binary files a/HEAD/.doctrees/api_doc/validate/index.doctree and b/HEAD/.doctrees/api_doc/validate/index.doctree differ diff --git a/HEAD/.doctrees/api_doc/validate/monochrome.doctree b/HEAD/.doctrees/api_doc/validate/monochrome.doctree index ede9d47564b43d0cb09b4d8d1f8384d21f711d4b..31f15b4297af980d2c11f3149c6f5730113f6129 100644 Binary files a/HEAD/.doctrees/api_doc/validate/monochrome.doctree and b/HEAD/.doctrees/api_doc/validate/monochrome.doctree differ diff --git a/HEAD/.doctrees/api_doc/validate/nsfw.doctree b/HEAD/.doctrees/api_doc/validate/nsfw.doctree index ef62a9c0a1fb22f709735c6e8a284aa58e3d54a6..408400e8093e1c9e46c11f48e5b1b1e17f2e2664 100644 Binary files a/HEAD/.doctrees/api_doc/validate/nsfw.doctree and b/HEAD/.doctrees/api_doc/validate/nsfw.doctree differ diff --git a/HEAD/.doctrees/api_doc/validate/portrait.doctree b/HEAD/.doctrees/api_doc/validate/portrait.doctree index 992e42e369778563e6d607cc9dde4bc42910c9b6..845942c2f7a2f18d406087927328e3ac8646bfa2 100644 Binary files a/HEAD/.doctrees/api_doc/validate/portrait.doctree and b/HEAD/.doctrees/api_doc/validate/portrait.doctree differ diff --git a/HEAD/.doctrees/api_doc/validate/rating.doctree b/HEAD/.doctrees/api_doc/validate/rating.doctree index 448dad780c4d350da165cf2ee1686cbb1f4fef4f..ae6fa28a6475f12ebc0c0852494a6fe69e1452ac 100644 Binary files a/HEAD/.doctrees/api_doc/validate/rating.doctree and b/HEAD/.doctrees/api_doc/validate/rating.doctree differ diff --git a/HEAD/.doctrees/api_doc/validate/real.doctree b/HEAD/.doctrees/api_doc/validate/real.doctree index f562a6ee7d14e3a692b166f6b4a581b3ec5866d7..c75fc2c3ee6d7843f479b40610d3566170fbdaf9 100644 Binary files a/HEAD/.doctrees/api_doc/validate/real.doctree and b/HEAD/.doctrees/api_doc/validate/real.doctree differ diff --git a/HEAD/.doctrees/api_doc/validate/safe.doctree b/HEAD/.doctrees/api_doc/validate/safe.doctree index cb81da3139f8745ef8534644afec0c0e4fd81b05..21ff92e8b2f813e878ed836ce0c489a25187ed67 100644 Binary files a/HEAD/.doctrees/api_doc/validate/safe.doctree and b/HEAD/.doctrees/api_doc/validate/safe.doctree differ diff --git a/HEAD/.doctrees/api_doc/validate/style_age.doctree b/HEAD/.doctrees/api_doc/validate/style_age.doctree index bdb6772f35c8aa492062ee3da78106326c8d0a90..e3b94874f8e853b324d505449bcd9f8de939552a 100644 Binary files a/HEAD/.doctrees/api_doc/validate/style_age.doctree and b/HEAD/.doctrees/api_doc/validate/style_age.doctree differ diff --git a/HEAD/.doctrees/api_doc/validate/teen.doctree b/HEAD/.doctrees/api_doc/validate/teen.doctree index d96661958b359545a7acb6181bcc8da33d3cc07e..d4969f629bbd1157bd979e21d871435716d8691e 100644 Binary files a/HEAD/.doctrees/api_doc/validate/teen.doctree and b/HEAD/.doctrees/api_doc/validate/teen.doctree differ diff --git a/HEAD/.doctrees/api_doc/validate/truncate.doctree b/HEAD/.doctrees/api_doc/validate/truncate.doctree index 63af177f62c52bf780856d53b8fc4be1e2da1ad3..5ffcd55025cbdaf7de40ca457d770c63c863929b 100644 Binary files a/HEAD/.doctrees/api_doc/validate/truncate.doctree and b/HEAD/.doctrees/api_doc/validate/truncate.doctree differ diff --git a/HEAD/.doctrees/environment.pickle b/HEAD/.doctrees/environment.pickle index 5b00e2ac05a22981a785ae1cc5e75c6f88ca516c..034becb2770ff2befd79ad75ed6b698c68ffa646 100644 Binary files a/HEAD/.doctrees/environment.pickle and b/HEAD/.doctrees/environment.pickle differ diff --git a/HEAD/.doctrees/index.doctree b/HEAD/.doctrees/index.doctree index fc08eceb7c9b52c2a0cdaa00db8c2ef1d45b790d..2e4bfa6d4ab779eff45bbd33374711893b2c8aa3 100644 Binary files a/HEAD/.doctrees/index.doctree and b/HEAD/.doctrees/index.doctree differ diff --git a/HEAD/.doctrees/information/environment.doctree b/HEAD/.doctrees/information/environment.doctree index c66126178be35826f2d0dbbffd379d1994b5ed96..e53b8dfa881df6ed0811819cb6fd9c077dd7fb98 100644 Binary files a/HEAD/.doctrees/information/environment.doctree and b/HEAD/.doctrees/information/environment.doctree differ diff --git a/HEAD/.doctrees/information/environment.result.doctree b/HEAD/.doctrees/information/environment.result.doctree index 7eb00274779647f30def38aa3ef0bb1a2fc9ff14..6d66bc126ec8e1713dcbc42babb536ee4c8c622f 100644 Binary files a/HEAD/.doctrees/information/environment.result.doctree and b/HEAD/.doctrees/information/environment.result.doctree differ diff --git a/HEAD/.doctrees/nbsphinx/information/environment.ipynb b/HEAD/.doctrees/nbsphinx/information/environment.ipynb index 21d9ac033e7165636f5e3f3ba790243abf04dd48..ea6de34817397554b584aa136ae8e971c8303dea 100644 --- a/HEAD/.doctrees/nbsphinx/information/environment.ipynb +++ b/HEAD/.doctrees/nbsphinx/information/environment.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:13:01.474286Z", - "iopub.status.busy": "2025-03-26T11:13:01.474067Z", - "iopub.status.idle": "2025-03-26T11:13:02.637789Z", - "shell.execute_reply": "2025-03-26T11:13:02.637004Z" + "iopub.execute_input": "2025-03-26T12:58:14.934638Z", + "iopub.status.busy": "2025-03-26T12:58:14.934411Z", + "iopub.status.idle": "2025-03-26T12:58:16.091305Z", + "shell.execute_reply": "2025-03-26T12:58:16.090643Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3193.16525 MHz\n", + "CPU Freq: 3082.7892500000003 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/HEAD/.doctrees/nbsphinx/information/environment.result.ipynb b/HEAD/.doctrees/nbsphinx/information/environment.result.ipynb index e5e78a269ec0d241df9352b0b59126643eae3363..b0e5216011fad77e7ca848f994bb4c76840e763d 100644 --- a/HEAD/.doctrees/nbsphinx/information/environment.result.ipynb +++ b/HEAD/.doctrees/nbsphinx/information/environment.result.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:09:57.613217Z", - "iopub.status.busy": "2025-03-26T11:09:57.612505Z", - "iopub.status.idle": "2025-03-26T11:09:58.781510Z", - "shell.execute_reply": "2025-03-26T11:09:58.780699Z" + "iopub.execute_input": "2025-03-26T12:55:12.136521Z", + "iopub.status.busy": "2025-03-26T12:55:12.135933Z", + "iopub.status.idle": "2025-03-26T12:55:13.303538Z", + "shell.execute_reply": "2025-03-26T12:55:13.302763Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 2980.3205000000003 MHz\n", + "CPU Freq: 3229.0237500000003 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/HEAD/.doctrees/tutorials/installation/index.doctree b/HEAD/.doctrees/tutorials/installation/index.doctree index b2e0f3d36bbec6ea09e03bf0f19534f5f101b4e4..82419606cff3f46ad1e4568af6b3978e5d6daf2c 100644 Binary files a/HEAD/.doctrees/tutorials/installation/index.doctree and b/HEAD/.doctrees/tutorials/installation/index.doctree differ diff --git a/HEAD/.doctrees/tutorials/quick_start/index.doctree b/HEAD/.doctrees/tutorials/quick_start/index.doctree index d76ec9a301f1f2c9ba52ea17b238281a45fadb2b..1b560125f9843452b8cfb83431f56445e7698af0 100644 Binary files a/HEAD/.doctrees/tutorials/quick_start/index.doctree and b/HEAD/.doctrees/tutorials/quick_start/index.doctree differ diff --git a/HEAD/_sources/information/environment.result.ipynb.txt b/HEAD/_sources/information/environment.result.ipynb.txt index e5e78a269ec0d241df9352b0b59126643eae3363..b0e5216011fad77e7ca848f994bb4c76840e763d 100644 --- a/HEAD/_sources/information/environment.result.ipynb.txt +++ b/HEAD/_sources/information/environment.result.ipynb.txt @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:09:57.613217Z", - "iopub.status.busy": "2025-03-26T11:09:57.612505Z", - "iopub.status.idle": "2025-03-26T11:09:58.781510Z", - "shell.execute_reply": "2025-03-26T11:09:58.780699Z" + "iopub.execute_input": "2025-03-26T12:55:12.136521Z", + "iopub.status.busy": "2025-03-26T12:55:12.135933Z", + "iopub.status.idle": "2025-03-26T12:55:13.303538Z", + "shell.execute_reply": "2025-03-26T12:55:13.302763Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 2980.3205000000003 MHz\n", + "CPU Freq: 3229.0237500000003 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/HEAD/information/environment.html b/HEAD/information/environment.html index 6447d8d55a93a3c209e359f07ae6b8185070fc16..320dbddddab47e1a30e01d56ca0e5424a0c33f59 100644 --- a/HEAD/information/environment.html +++ b/HEAD/information/environment.html @@ -139,7 +139,7 @@ OS: Linux-6.8.0-1021-azure-x86_64-with-glibc2.34 Python: CPython 3.8.18 CPU Brand: AMD EPYC 7763 64-Core Processor CPU Count: 4 -CPU Freq: 3193.16525 MHz +CPU Freq: 3082.7892500000003 MHz Memory Size: 15.615 GiB Has CUDA: No diff --git a/HEAD/information/environment.ipynb b/HEAD/information/environment.ipynb index 21d9ac033e7165636f5e3f3ba790243abf04dd48..ea6de34817397554b584aa136ae8e971c8303dea 100644 --- a/HEAD/information/environment.ipynb +++ b/HEAD/information/environment.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:13:01.474286Z", - "iopub.status.busy": "2025-03-26T11:13:01.474067Z", - "iopub.status.idle": "2025-03-26T11:13:02.637789Z", - "shell.execute_reply": "2025-03-26T11:13:02.637004Z" + "iopub.execute_input": "2025-03-26T12:58:14.934638Z", + "iopub.status.busy": "2025-03-26T12:58:14.934411Z", + "iopub.status.idle": "2025-03-26T12:58:16.091305Z", + "shell.execute_reply": "2025-03-26T12:58:16.090643Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3193.16525 MHz\n", + "CPU Freq: 3082.7892500000003 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/HEAD/information/environment.result.html b/HEAD/information/environment.result.html index 17848cb7724a33289addc07f5dfadf5c4bb63e17..8f8fb8b431c5adf6b47ac3f9088a6979588d1496 100644 --- a/HEAD/information/environment.result.html +++ b/HEAD/information/environment.result.html @@ -141,7 +141,7 @@ OS: Linux-6.8.0-1021-azure-x86_64-with-glibc2.34 Python: CPython 3.8.18 CPU Brand: AMD EPYC 7763 64-Core Processor CPU Count: 4 -CPU Freq: 2980.3205000000003 MHz +CPU Freq: 3229.0237500000003 MHz Memory Size: 15.615 GiB Has CUDA: No diff --git a/HEAD/information/environment.result.ipynb b/HEAD/information/environment.result.ipynb index e5e78a269ec0d241df9352b0b59126643eae3363..b0e5216011fad77e7ca848f994bb4c76840e763d 100644 --- a/HEAD/information/environment.result.ipynb +++ b/HEAD/information/environment.result.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:09:57.613217Z", - "iopub.status.busy": "2025-03-26T11:09:57.612505Z", - "iopub.status.idle": "2025-03-26T11:09:58.781510Z", - "shell.execute_reply": "2025-03-26T11:09:58.780699Z" + "iopub.execute_input": "2025-03-26T12:55:12.136521Z", + "iopub.status.busy": "2025-03-26T12:55:12.135933Z", + "iopub.status.idle": "2025-03-26T12:55:13.303538Z", + "shell.execute_reply": "2025-03-26T12:55:13.302763Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 2980.3205000000003 MHz\n", + "CPU Freq: 3229.0237500000003 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/HEAD/searchindex.js b/HEAD/searchindex.js index 03c1d3e202b429ca5a0c56248d76eecb2909978f..ba0b3c3ceed1e8a2622008874731d212d739f49d 100644 --- a/HEAD/searchindex.js +++ b/HEAD/searchindex.js @@ -1 +1 @@ -Search.setIndex({"docnames": ["api_doc/ascii/drawing", "api_doc/ascii/index", "api_doc/config/index", "api_doc/config/meta", "api_doc/data/background", "api_doc/data/blob", "api_doc/data/decode", "api_doc/data/encode", "api_doc/data/image", "api_doc/data/index", "api_doc/data/layer", "api_doc/data/url", "api_doc/detect/booru_yolo", "api_doc/detect/censor", "api_doc/detect/eye", "api_doc/detect/face", "api_doc/detect/halfbody", "api_doc/detect/hand", "api_doc/detect/head", "api_doc/detect/index", "api_doc/detect/nudenet", "api_doc/detect/person", "api_doc/detect/similarity", "api_doc/detect/text", "api_doc/detect/visual", "api_doc/edge/canny", "api_doc/edge/index", "api_doc/edge/lineart", "api_doc/edge/lineart_anime", "api_doc/generic/classify", "api_doc/generic/clip", "api_doc/generic/enhance", "api_doc/generic/index", "api_doc/generic/siglip", "api_doc/generic/yolo", "api_doc/metadata/geninfo", "api_doc/metadata/index", "api_doc/metadata/lsb", "api_doc/metrics/aesthetic", "api_doc/metrics/ccip", "api_doc/metrics/dbaesthetic", "api_doc/metrics/index", "api_doc/metrics/laplacian", "api_doc/metrics/lpips", "api_doc/metrics/psnr_", "api_doc/ocr/index", "api_doc/operate/align", "api_doc/operate/censor", "api_doc/operate/imgcensor", "api_doc/operate/index", "api_doc/operate/squeeze", "api_doc/pose/dwpose", "api_doc/pose/format", "api_doc/pose/index", "api_doc/pose/visual", "api_doc/preprocess/base", "api_doc/preprocess/index", "api_doc/preprocess/pillow", "api_doc/preprocess/torchvision", "api_doc/preprocess/transformers", "api_doc/resource/background", "api_doc/resource/index", "api_doc/restore/adversarial", "api_doc/restore/index", "api_doc/restore/nafnet", "api_doc/restore/scunet", "api_doc/sd/index", "api_doc/sd/metadata", "api_doc/sd/model", "api_doc/sd/nai", "api_doc/segment/index", "api_doc/segment/isnetis", "api_doc/tagging/blacklist", "api_doc/tagging/character", "api_doc/tagging/deepdanbooru", "api_doc/tagging/deepgelbooru", "api_doc/tagging/format", "api_doc/tagging/index", "api_doc/tagging/match", "api_doc/tagging/mldanbooru", "api_doc/tagging/order", "api_doc/tagging/overlap", "api_doc/tagging/wd14", "api_doc/upscale/cdc", "api_doc/upscale/index", "api_doc/utils/cache", "api_doc/utils/func", "api_doc/utils/index", "api_doc/utils/onnxruntime", "api_doc/validate/aicheck", "api_doc/validate/bangumi_char", "api_doc/validate/classify", "api_doc/validate/color", "api_doc/validate/completeness", "api_doc/validate/dbrating", "api_doc/validate/furry", "api_doc/validate/index", "api_doc/validate/monochrome", "api_doc/validate/nsfw", "api_doc/validate/portrait", "api_doc/validate/rating", "api_doc/validate/real", "api_doc/validate/safe", "api_doc/validate/style_age", "api_doc/validate/teen", "api_doc/validate/truncate", "index", "information/environment", "information/environment.result", "tutorials/installation/index", "tutorials/quick_start/index"], "filenames": ["api_doc/ascii/drawing.rst", "api_doc/ascii/index.rst", "api_doc/config/index.rst", "api_doc/config/meta.rst", "api_doc/data/background.rst", "api_doc/data/blob.rst", "api_doc/data/decode.rst", "api_doc/data/encode.rst", "api_doc/data/image.rst", "api_doc/data/index.rst", "api_doc/data/layer.rst", "api_doc/data/url.rst", "api_doc/detect/booru_yolo.rst", "api_doc/detect/censor.rst", "api_doc/detect/eye.rst", "api_doc/detect/face.rst", "api_doc/detect/halfbody.rst", "api_doc/detect/hand.rst", "api_doc/detect/head.rst", "api_doc/detect/index.rst", "api_doc/detect/nudenet.rst", "api_doc/detect/person.rst", "api_doc/detect/similarity.rst", "api_doc/detect/text.rst", "api_doc/detect/visual.rst", "api_doc/edge/canny.rst", "api_doc/edge/index.rst", "api_doc/edge/lineart.rst", "api_doc/edge/lineart_anime.rst", "api_doc/generic/classify.rst", "api_doc/generic/clip.rst", "api_doc/generic/enhance.rst", "api_doc/generic/index.rst", "api_doc/generic/siglip.rst", "api_doc/generic/yolo.rst", "api_doc/metadata/geninfo.rst", "api_doc/metadata/index.rst", "api_doc/metadata/lsb.rst", "api_doc/metrics/aesthetic.rst", "api_doc/metrics/ccip.rst", "api_doc/metrics/dbaesthetic.rst", "api_doc/metrics/index.rst", "api_doc/metrics/laplacian.rst", "api_doc/metrics/lpips.rst", "api_doc/metrics/psnr_.rst", "api_doc/ocr/index.rst", "api_doc/operate/align.rst", "api_doc/operate/censor.rst", "api_doc/operate/imgcensor.rst", "api_doc/operate/index.rst", "api_doc/operate/squeeze.rst", "api_doc/pose/dwpose.rst", "api_doc/pose/format.rst", "api_doc/pose/index.rst", "api_doc/pose/visual.rst", "api_doc/preprocess/base.rst", "api_doc/preprocess/index.rst", "api_doc/preprocess/pillow.rst", "api_doc/preprocess/torchvision.rst", "api_doc/preprocess/transformers.rst", "api_doc/resource/background.rst", "api_doc/resource/index.rst", "api_doc/restore/adversarial.rst", "api_doc/restore/index.rst", "api_doc/restore/nafnet.rst", "api_doc/restore/scunet.rst", "api_doc/sd/index.rst", "api_doc/sd/metadata.rst", "api_doc/sd/model.rst", "api_doc/sd/nai.rst", "api_doc/segment/index.rst", "api_doc/segment/isnetis.rst", "api_doc/tagging/blacklist.rst", "api_doc/tagging/character.rst", "api_doc/tagging/deepdanbooru.rst", "api_doc/tagging/deepgelbooru.rst", "api_doc/tagging/format.rst", "api_doc/tagging/index.rst", "api_doc/tagging/match.rst", "api_doc/tagging/mldanbooru.rst", "api_doc/tagging/order.rst", "api_doc/tagging/overlap.rst", "api_doc/tagging/wd14.rst", "api_doc/upscale/cdc.rst", "api_doc/upscale/index.rst", "api_doc/utils/cache.rst", "api_doc/utils/func.rst", "api_doc/utils/index.rst", "api_doc/utils/onnxruntime.rst", "api_doc/validate/aicheck.rst", "api_doc/validate/bangumi_char.rst", "api_doc/validate/classify.rst", "api_doc/validate/color.rst", "api_doc/validate/completeness.rst", "api_doc/validate/dbrating.rst", "api_doc/validate/furry.rst", "api_doc/validate/index.rst", "api_doc/validate/monochrome.rst", "api_doc/validate/nsfw.rst", "api_doc/validate/portrait.rst", "api_doc/validate/rating.rst", "api_doc/validate/real.rst", "api_doc/validate/safe.rst", "api_doc/validate/style_age.rst", "api_doc/validate/teen.rst", "api_doc/validate/truncate.rst", "index.rst", "information/environment.ipynb", "information/environment.result.ipynb", "tutorials/installation/index.rst", "tutorials/quick_start/index.rst"], "titles": ["imgutils.ascii.drawing", "imgutils.ascii", "imgutils.config", "imgutils.config.meta", "imgutils.data.background", "imgutils.data.blob", "imgutils.data.decode", "imgutils.data.encode", "imgutils.data.image", "imgutils.data", "imgutils.data.layer", "imgutils.data.url", "imgutils.detect.booru_yolo", "imgutils.detect.censor", "imgutils.detect.eye", "imgutils.detect.face", "imgutils.detect.halfbody", "imgutils.detect.hand", "imgutils.detect.head", "imgutils.detect", "imgutils.detect.nudenet", "imgutils.detect.person", "imgutils.detect.similarity", "imgutils.detect.text", "imgutils.detect.visual", "imgutils.edge.canny", "imgutils.edge", "imgutils.edge.lineart", "imgutils.edge.lineart_anime", "imgutils.generic.classify", "imgutils.generic.clip", "imgutils.generic.enhance", "imgutils.generic", "imgutils.generic.siglip", "imgutils.generic.yolo", "imgutils.metadata.geninfo", "imgutils.metadata", "imgutils.metadata.lsb", "imgutils.metrics.aesthetic", "imgutils.metrics.ccip", "imgutils.metrics.dbaesthetic", "imgutils.metrics", "imgutils.metrics.laplacian", "imgutils.metrics.lpips", "imgutils.metrics.psnr_", "imgutils.ocr", "imgutils.operate.align", "imgutils.operate.censor_", "imgutils.operate.imgcensor", "imgutils.operate", "imgutils.operate.squeeze", "imgutils.pose.dwpose", "imgutils.pose.format", "imgutils.pose", "imgutils.pose.visual", "imgutils.preprocess.base", "imgutils.preprocess", "imgutils.preprocess.pillow", "imgutils.preprocess.torchvision", "imgutils.preprocess.transformers", "imgutils.resource.background", "imgutils.resource", "imgutils.restore.adversarial", "imgutils.restore", "imgutils.restore.nafnet", "imgutils.restore.scunet", "imgutils.sd", "imgutils.sd.metadata", "imgutils.sd.model", "imgutils.sd.nai", "imgutils.segment", "imgutils.segment.isnetis", "imgutils.tagging.blacklist", "imgutils.tagging.character", "imgutils.tagging.deepdanbooru", "imgutils.tagging.deepgelbooru", "imgutils.tagging.format", "imgutils.tagging", "imgutils.tagging.match", "imgutils.tagging.mldanbooru", "imgutils.tagging.order", "imgutils.tagging.overlap", "imgutils.tagging.wd14", "imgutils.upscale.cdc", "imgutils.upscale", "imgutils.utils.cache", "imgutils.utils.func", "imgutils.utils", "imgutils.utils.onnxruntime", "imgutils.validate.aicheck", "imgutils.validate.bangumi_char", "imgutils.validate.classify", "imgutils.validate.color", "imgutils.validate.completeness", "imgutils.validate.dbrating", "imgutils.validate.furry", "imgutils.validate", "imgutils.validate.monochrome", "imgutils.validate.nsfw", "imgutils.validate.portrait", "imgutils.validate.rating", "imgutils.validate.real", "imgutils.validate.safe", "imgutils.validate.style_age", "imgutils.validate.teen", "imgutils.validate.truncate", "Welcome to imgutils\u2019s Documentation", "Run Environment Information", "Run Environment Information", "Installation", "Quick Start"], "terms": {"img": [0, 5, 8, 29, 62, 67], "str": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 54, 57, 58, 59, 60, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "pathlik": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "byte": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 52, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "bytearrai": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 52, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "binaryio": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "imag": [0, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 53, 54, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 69, 70, 71, 74, 75, 76, 77, 79, 82, 83, 84, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 109], "max_width": 0, "int": [0, 4, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 27, 28, 29, 30, 33, 34, 37, 39, 43, 45, 46, 47, 48, 50, 51, 52, 54, 59, 60, 62, 64, 65, 71, 79, 83, 102], "none": [0, 4, 8, 10, 11, 13, 14, 15, 16, 17, 18, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 39, 47, 50, 51, 54, 57, 58, 59, 60, 67, 69, 72, 73, 88], "ellipsi": 0, "max_height": 0, "resampl": [0, 59], "2": [0, 8, 12, 22, 23, 38, 39, 40, 43, 45, 52, 59, 62, 67, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "level": [0, 13, 14, 15, 16, 17, 18, 21, 33, 34, 38, 47, 60, 74, 94], "aspect": [0, 24, 34, 46], "float": [0, 7, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 34, 39, 40, 42, 43, 44, 45, 47, 48, 50, 52, 54, 59, 60, 62, 69, 72, 73, 74, 75, 76, 79, 80, 81, 82, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "1": [0, 10, 12, 20, 21, 22, 38, 39, 40, 43, 45, 52, 59, 60, 62, 67, 68, 72, 73, 74, 75, 80, 82, 83, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108, 109], "8": [0, 12, 22, 37, 39, 43, 47, 52, 59, 62, 67, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 107, 108, 109], "sourc": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 54, 55, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "gener": [0, 4, 12, 15, 21, 35, 36, 66, 67, 69, 75, 79, 82, 87, 94, 106], "art": [0, 67], "base": [0, 18, 21, 22, 29, 30, 33, 34, 39, 40, 42, 43, 46, 47, 48, 50, 52, 54, 56, 57, 59, 60, 69, 71, 74, 75, 79, 80, 81, 82, 90, 94, 98, 100, 106], "given": [0, 6, 7, 8, 10, 11, 14, 15, 17, 18, 19, 20, 23, 25, 27, 28, 29, 30, 33, 37, 39, 42, 46, 48, 52, 55, 59, 67, 69, 72, 73, 78, 81, 82, 89, 91, 94, 97, 98, 100, 104], "paramet": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "imagetyp": [0, 5, 12, 13, 14, 15, 16, 17, 18, 21, 23, 24, 29, 31, 34, 35, 37, 39, 40, 42, 45, 47, 50, 51, 54, 64, 65, 67, 69, 75, 82, 83, 90, 93, 95, 98, 99, 101, 102, 103], "The": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 29, 30, 31, 33, 34, 35, 36, 37, 39, 40, 42, 45, 46, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 63, 64, 65, 67, 68, 69, 71, 73, 74, 75, 76, 78, 79, 80, 82, 83, 85, 86, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 109], "input": [0, 5, 12, 13, 14, 15, 16, 18, 20, 21, 23, 24, 29, 30, 31, 33, 34, 35, 37, 39, 40, 42, 45, 46, 47, 48, 50, 51, 54, 57, 59, 62, 64, 65, 67, 69, 72, 73, 75, 76, 78, 80, 82, 83, 86, 90, 93, 95, 98, 99, 101, 103], "option": [0, 4, 11, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 24, 29, 30, 33, 34, 35, 39, 45, 47, 50, 51, 54, 59, 60, 62, 67, 68, 69, 72, 73, 80, 85], "maximum": [0, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 34, 39, 45, 46, 47, 59, 62, 85, 102], "width": [0, 4, 10, 48, 59, 60, 79], "If": [0, 5, 8, 10, 11, 13, 14, 15, 16, 17, 18, 21, 22, 24, 29, 30, 33, 34, 35, 37, 39, 45, 47, 50, 52, 54, 57, 58, 59, 62, 64, 65, 67, 68, 69, 72, 73, 80, 82, 88, 89, 90, 91, 94, 97, 100, 104], "set": [0, 12, 24, 29, 30, 34, 39, 50, 52, 54, 59, 82, 88, 91, 94, 100, 104, 105], "automat": [0, 4, 30, 33, 39, 50, 88, 107, 108], "determin": [0, 8, 39, 98], "termin": 0, "size": [0, 4, 6, 7, 10, 11, 23, 24, 25, 27, 28, 39, 46, 48, 50, 54, 57, 58, 59, 60, 62, 64, 65, 67, 71, 79, 83, 84, 102, 107, 108], "height": [0, 4, 10, 48, 59, 60, 79], "filter": [0, 34, 50, 59, 62, 72, 73, 94, 96, 100], "us": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 43, 45, 47, 48, 50, 51, 54, 55, 57, 59, 62, 63, 64, 65, 67, 68, 69, 72, 74, 75, 76, 79, 82, 83, 85, 86, 88, 89, 90, 91, 94, 96, 97, 98, 100, 104], "when": [0, 7, 10, 12, 23, 25, 27, 28, 29, 30, 37, 39, 43, 47, 48, 52, 55, 59, 64, 67, 69, 71, 79, 83, 85, 88, 89, 105], "resiz": [0, 23, 24, 34, 46, 54, 57, 58, 59, 67, 79], "charact": [0, 39, 45, 54, 70, 71, 74, 75, 76, 77, 82, 90, 106], "repres": [0, 7, 10, 12, 13, 14, 15, 22, 39, 43, 47, 50, 52, 69, 71, 80, 89, 98, 105], "differ": [0, 8, 14, 15, 16, 17, 18, 21, 22, 30, 35, 36, 37, 39, 43, 44, 51, 52, 58, 59, 90, 95, 99, 101, 103, 107, 108], "intens": 0, "proport": [0, 90], "correct": [0, 37], "output": [0, 24, 29, 30, 33, 40, 54, 67, 68, 75, 80, 82, 109], "which": [0, 4, 10, 22, 23, 25, 27, 28, 33, 35, 39, 43, 48, 57, 59, 60, 63, 67, 68, 69, 71, 72, 75, 79, 85, 86, 88, 89, 91, 96, 97, 98, 105, 106, 107, 108, 109], "should": [0, 3, 10, 24, 39, 43, 47, 48, 50, 59, 71, 82, 109], "approxim": 0, "ratio": [0, 24, 34, 45, 46, 48, 79], "your": [0, 50, 64, 105, 107, 108, 109], "thi": [0, 3, 4, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 45, 47, 48, 50, 51, 52, 54, 55, 57, 58, 59, 62, 64, 65, 66, 67, 68, 69, 70, 74, 77, 81, 82, 83, 85, 86, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 107, 108], "valu": [0, 4, 8, 10, 13, 17, 18, 21, 22, 37, 39, 43, 47, 50, 52, 57, 58, 59, 68, 74, 79, 86, 89, 97, 105], "ensur": [0, 30, 34, 39, 46, 59, 64, 67, 85], "i": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 45, 47, 48, 50, 51, 52, 54, 55, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 79, 80, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109], "close": [0, 48, 67], "possibl": [0, 23, 30, 39, 48], "origin": [0, 4, 6, 8, 20, 25, 27, 28, 37, 38, 44, 47, 48, 50, 54, 71, 74, 76, 79, 80, 98], "default": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 25, 27, 28, 29, 30, 33, 34, 39, 40, 42, 43, 45, 47, 48, 50, 52, 54, 59, 60, 64, 65, 68, 71, 72, 73, 74, 76, 79, 82, 83, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "return": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 98, 99, 100, 101, 102, 103, 104, 105], "represent": [0, 22, 39, 57, 58, 67], "type": [0, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 24, 29, 30, 31, 33, 34, 35, 37, 39, 40, 42, 45, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 72, 73, 76, 78, 80, 81, 82, 83, 85, 86, 90, 93, 94, 95, 98, 99, 100, 101, 102, 103], "exampl": [0, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 34, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 57, 58, 59, 60, 62, 67, 71, 72, 73, 74, 75, 76, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 105], "here": [0, 12, 20, 26, 39, 43, 44, 67, 72, 74, 75, 79, 82, 83, 90, 92, 105, 107, 108], "an": [0, 4, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 52, 54, 57, 59, 62, 64, 65, 67, 69, 70, 71, 73, 74, 75, 77, 80, 82, 83, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "jerri": 0, "from": [0, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 27, 28, 29, 33, 34, 35, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 57, 58, 59, 60, 62, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 79, 80, 81, 82, 83, 85, 86, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 107, 108, 109], "import": [0, 6, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 21, 24, 34, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 57, 58, 59, 60, 62, 67, 71, 72, 73, 74, 75, 76, 79, 80, 81, 82, 83, 85, 86, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 105, 107, 108, 109], "print": [0, 5, 12, 17, 18, 21, 22, 34, 67, 68, 107, 108, 109], "png": [0, 5, 8, 10, 13, 24, 35, 37, 42, 47, 48, 50, 62, 67, 69, 71, 82, 83, 92, 105], "draw": [1, 24, 26, 27, 54, 98, 106], "ascii_draw": 1, "meta": [2, 106, 109], "__title__": [2, 109], "__version__": [2, 109], "__description__": [2, 109], "__author__": [2, 109], "__author_email__": 2, "overview": [3, 4, 6, 7, 9, 10, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 26, 27, 28, 31, 32, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 50, 51, 53, 59, 60, 61, 62, 63, 64, 65, 66, 67, 70, 71, 72, 73, 74, 75, 76, 77, 79, 82, 83, 84, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105], "inform": [3, 30, 33, 34, 35, 36, 37, 54, 67, 69, 81], "packag": 3, "titl": [3, 69], "project": [3, 20, 74, 82, 105], "version": [3, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 34, 38, 47, 64, 65, 67, 68, 85, 91, 106, 109], "short": [3, 75, 79, 82], "descript": [3, 20, 29, 33, 69], "includ": [3, 5, 8, 11, 12, 13, 20, 21, 22, 24, 29, 30, 31, 33, 34, 35, 36, 51, 52, 58, 59, 66, 67, 68, 69, 75, 82, 86, 90, 98], "setup": 3, "py": [3, 71], "author": [3, 68], "email": 3, "step": [4, 48, 59, 67], "forecolor": [4, 25, 27, 28], "lightgrei": 4, "backcolor": [4, 25, 27, 28], "white": [4, 8, 25, 27, 28, 30, 59, 67, 71], "creat": [4, 29, 30, 33, 34, 35, 47, 57, 58, 59, 67, 69, 73, 89], "black": [4, 47, 67], "squar": [4, 59], "can": [4, 5, 8, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 24, 26, 30, 33, 35, 37, 39, 43, 47, 51, 52, 57, 59, 67, 68, 69, 75, 80, 82, 88, 90, 96, 97, 106, 109], "complement": 4, "transpar": [4, 8, 10, 25, 27, 28, 48, 50, 71, 83], "area": [4, 10, 12, 22, 23, 47, 48], "grid": 4, "pixel": [4, 24, 37, 47, 48, 50, 59, 62, 67, 71, 97], "mean": [4, 20, 22, 23, 25, 27, 28, 29, 39, 42, 43, 48, 52, 57, 58, 59, 88, 91, 109], "function": [4, 7, 8, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 35, 36, 37, 39, 42, 45, 47, 48, 50, 51, 54, 57, 58, 59, 62, 64, 66, 67, 68, 69, 81, 82, 83, 85, 86, 90, 94, 98, 100, 105], "suitabl": [4, 57, 59, 74, 98], "color": [4, 8, 10, 25, 27, 28, 47, 62, 67, 71, 96, 97, 106], "fore": [4, 25, 27, 28], "back": [4, 82], "A": [4, 5, 8, 13, 14, 15, 16, 17, 18, 20, 21, 25, 27, 28, 29, 34, 37, 38, 39, 40, 45, 46, 47, 48, 50, 57, 59, 60, 67, 68, 69, 73, 76, 81, 85, 88, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 102, 103, 104, 109], "rgba": [4, 8, 31, 37, 64, 65, 71, 83], "contain": [4, 5, 10, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 29, 30, 33, 34, 39, 40, 52, 54, 59, 64, 67, 68, 69, 75, 79, 82, 91, 94, 100, 102, 104], "add": [4, 35, 68, 69, 76], "rgb": [4, 6, 7, 8, 30, 31, 47, 59, 60, 67, 71, 83], "In": [4, 27, 39, 90, 91], "document": [4, 107, 108, 109], "accur": [4, 13, 21, 94, 100], "present": [4, 35, 69, 74], "state": [4, 33], "shown": [4, 70], "follow": [4, 29, 39, 52, 58, 59, 63, 68, 69, 75, 82, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104, 109], "figur": 4, "modul": [5, 8, 11, 12, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 35, 36, 37, 57, 58, 66, 68, 69, 70, 82, 85, 86, 94, 100, 106], "provid": [5, 8, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 31, 33, 34, 35, 36, 37, 39, 47, 50, 52, 54, 57, 58, 59, 66, 67, 68, 69, 79, 80, 82, 85, 86, 88, 94, 100], "util": [5, 8, 11, 20, 21, 29, 32, 34, 43, 46, 50, 53, 57, 58, 63, 66, 68, 74, 75, 79, 82, 106], "handl": [5, 8, 11, 29, 30, 33, 34, 36, 37, 55, 58, 59, 66, 69], "url": [5, 9, 13, 16, 18, 30, 37, 67, 106], "convers": [5, 8, 34, 58, 59], "between": [5, 14, 15, 21, 22, 29, 30, 33, 39, 43, 44, 48, 58, 64, 65, 73, 79, 83, 86], "valid": [5, 11, 47, 48, 52, 59, 106], "format": [5, 8, 10, 25, 27, 28, 29, 30, 33, 34, 35, 36, 37, 40, 47, 50, 51, 53, 57, 59, 67, 68, 69, 75, 77, 82, 98, 106], "support": [5, 6, 8, 11, 14, 15, 16, 18, 21, 29, 33, 34, 35, 48, 54, 57, 58, 59, 64, 65, 67, 68, 69, 82, 83], "convert": [5, 8, 30, 35, 37, 39, 52, 57, 58, 59, 69, 82, 98], "specifi": [5, 8, 22, 23, 24, 29, 30, 33, 34, 39, 47, 48, 50, 59, 67, 68, 69, 73, 75, 80, 82, 85], "load": [5, 8, 13, 14, 17, 18, 29, 30, 33, 34, 35, 37, 67, 82, 88], "variou": [5, 8, 14, 15, 17, 21, 22, 24, 29, 31, 33, 34, 36, 59, 67, 69, 86, 109], "mime": 5, "jpg": [5, 6, 7, 8, 11, 12, 14, 15, 16, 17, 18, 21, 24, 29, 34, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 51, 60, 71, 74, 75, 79, 82, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 105], "save_kwarg": 5, "string": [5, 13, 15, 16, 20, 37, 52, 67, 68, 76, 88, 105], "pil": [5, 6, 7, 8, 10, 11, 17, 24, 30, 34, 43, 46, 47, 48, 50, 57, 59, 60, 62, 67, 75, 83, 92, 97], "numpi": [5, 6, 10, 24, 30, 33, 37, 39, 50, 52, 82, 86], "arrai": [5, 10, 24, 30, 37, 39, 43, 50, 52, 82, 86], "file": [5, 8, 10, 11, 12, 13, 16, 18, 24, 35, 37, 43, 60, 66, 67, 68, 69, 88, 97, 105, 106], "path": [5, 8, 10, 12, 13, 16, 18, 24, 30, 34, 37, 60, 67, 68, 69, 75, 92, 97, 105], "desir": [5, 60], "addit": [5, 11, 29, 30, 33, 34, 35, 47, 48, 58, 67, 69], "keyword": [5, 11, 29, 30, 33, 34, 35, 47, 48, 67, 69, 85], "argument": [5, 11, 29, 30, 33, 34, 35, 47, 48, 51, 52, 67, 69, 73, 75, 82, 85], "pass": [5, 11, 27, 28, 29, 30, 33, 34, 35, 47, 48, 67, 71, 79, 83, 85], "save": [5, 10, 24, 35, 62, 67, 68, 69, 71], "encod": [5, 6, 9, 29, 30, 33, 37, 69, 106], "open": [5, 6, 7, 8, 10, 12, 17, 29, 34, 46, 47, 48, 50, 62, 67, 68, 83, 88], "test": [5, 43, 83, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104], "blob_url": 5, "qualiti": [5, 23, 40, 61, 67, 82, 83], "95": [5, 34, 59, 72, 73, 80], "base64": 5, "pre": [5, 13, 15, 18, 30, 33, 40], "object": [5, 6, 8, 10, 11, 12, 18, 22, 24, 34, 35, 37, 43, 47, 51, 54, 55, 58, 59, 60, 67, 69, 74, 75, 88, 91, 92, 94, 97, 100, 104], "rais": [5, 8, 11, 13, 14, 16, 17, 18, 21, 22, 29, 33, 34, 37, 47, 50, 52, 55, 57, 58, 59, 62, 67, 68, 69, 72, 73, 80], "valueerror": [5, 11, 13, 16, 18, 21, 22, 29, 33, 37, 50, 59, 69, 80], "unsupport": [5, 45, 58, 59, 80], "method": [5, 11, 29, 30, 31, 33, 34, 36, 37, 39, 47, 59, 94, 100], "warn": 5, "userwarn": 5, "doesn": [5, 37, 73], "t": [5, 37, 73], "match": [5, 22, 33, 37, 50, 59, 73, 77, 106], "actual": [5, 18, 21, 45], "invalid": [5, 13, 16, 18, 21, 29, 33, 35, 59], "show": [5, 11, 13, 14, 15, 16, 51], "bool": [5, 7, 8, 11, 24, 27, 34, 39, 45, 47, 50, 51, 54, 59, 64, 65, 68, 69, 72, 73, 74, 75, 76, 78, 79, 82, 83, 89, 97, 105], "effici": [5, 20, 23, 30, 68, 86], "without": [5, 34, 62, 67, 72, 73, 81], "content": [5, 11, 12, 27, 45, 70], "true": [5, 7, 8, 11, 24, 34, 39, 47, 48, 51, 54, 57, 58, 59, 64, 65, 68, 69, 72, 73, 76, 78, 82, 89, 92, 97, 105], "fals": [5, 6, 7, 8, 11, 24, 27, 34, 39, 45, 47, 59, 64, 65, 67, 68, 69, 72, 73, 74, 75, 76, 78, 79, 82, 83, 89, 92, 97, 105], "otherwis": [5, 8, 11, 35, 39, 59, 64, 65, 69, 72, 73, 78, 83, 88], "abc": 5, "svg": 5, "xml": 5, "jpeg": [5, 63, 67, 92, 105], "text": [5, 19, 24, 30, 33, 45, 67, 76, 78, 106], "plain": 5, "hello": 5, "order_": [6, 7], "chw": [6, 7], "both": [6, 13, 22, 30, 33, 45, 57, 68, 82], "np": [6, 7, 10, 29, 30, 33, 37, 39, 48, 50, 52, 82, 86], "uint8": [6, 7], "float32": [6, 7, 10, 25, 27, 28, 39], "ar": [6, 10, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 29, 30, 33, 34, 35, 39, 42, 43, 44, 45, 47, 52, 55, 58, 59, 60, 63, 67, 68, 69, 72, 73, 74, 75, 79, 80, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 99, 100, 101, 102, 103, 104, 105], "order": [6, 7, 59, 76, 77, 106], "rgb_encod": [6, 9], "custom_imag": [6, 7], "data_cwh": 6, "cwh": 6, "data_int": 6, "use_float": [6, 7], "mode": [6, 7, 8, 22, 34, 37, 58, 60, 67, 80, 83, 88], "1606x1870": [6, 7], "0x7fb9b89bbdc0": 6, "0x7fb9b89bbe50": 6, "0x7fb9b89bbdf0": 6, "invers": 6, "oper": [6, 30, 33, 38, 39, 40, 42, 43, 59, 68, 106], "ndarrai": [7, 10, 29, 30, 33, 37, 39, 43, 48, 50, 52, 82, 86], "channel": [7, 8, 31, 59, 64, 65, 83], "jpegimageplugin": [7, 60], "jpegimagefil": [7, 60], "0x7f9ec37389d0": 7, "shape": [7, 39, 43, 50, 71, 82], "dtype": [7, 39], "3": [7, 10, 12, 13, 14, 15, 21, 22, 39, 40, 43, 45, 47, 52, 54, 59, 62, 67, 75, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108, 109], "1870": 7, "1606": 7, "whc": 7, "": [7, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 29, 34, 35, 37, 45, 47, 57, 59, 67, 82, 85, 93], "result": [7, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 37, 40, 43, 45, 47, 48, 50, 51, 71, 74, 75, 82, 86, 93, 94, 100], "same": [7, 8, 39, 44, 82, 85], "torchvis": [7, 56, 106], "transform": [7, 8, 55, 56, 57, 58, 76, 106], "to_tensor": [7, 57, 58], "process": [8, 9, 11, 13, 14, 16, 17, 22, 31, 34, 36, 37, 39, 57, 59, 62, 64, 65, 66, 73, 82, 109], "manipul": [8, 66], "python": [8, 37, 62, 85, 107, 108, 109], "librari": [8, 34, 57, 59, 62, 109], "It": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 35, 36, 47, 48, 50, 54, 57, 58, 66, 68, 69, 82, 85, 86, 98, 109], "multipl": [8, 10, 16, 30, 33, 37, 39, 43, 67], "ad": [8, 12, 59, 68, 69, 76], "background": [8, 9, 25, 27, 28, 30, 61, 67, 71, 106], "check": [8, 11, 37, 42, 68, 72, 73, 78, 89, 92, 102, 105, 109], "alpha": [8, 31, 64, 65], "design": [8, 22, 29, 33, 35, 36], "simplifi": [8, 90], "common": [8, 58], "relat": [8, 12, 14, 17, 66, 73, 86], "task": [8, 21, 22, 33, 36, 47, 57], "applic": [8, 57, 74, 79, 98], "kei": [8, 18, 22, 30, 59, 68, 75, 82], "featur": [8, 13, 18, 30, 32, 33, 39, 43, 69, 71, 74, 75, 76, 82, 90], "binari": [8, 86], "like": [8, 12, 19, 24, 58, 59, 79, 85, 109], "onc": 8, "particularli": [8, 22, 29, 35, 36, 69, 85], "requir": [8, 10, 20, 21, 39, 48, 68, 69, 94, 100, 109], "preprocess": [8, 20, 29, 30, 34, 39, 64, 106], "befor": [8, 37, 39, 68, 82], "further": 8, "analysi": [8, 40], "force_background": [8, 59], "appli": [8, 15, 18, 20, 31, 39, 47, 48, 50, 57, 59, 62, 82, 86], "necessari": [8, 39, 74, 79], "ha": [8, 23, 45, 58, 83, 98, 107, 108], "4": [8, 12, 15, 17, 18, 22, 37, 38, 39, 40, 43, 47, 52, 62, 64, 65, 67, 75, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108], "avoid": [8, 74], "anomali": 8, "dure": [8, 29, 37, 76, 97, 105], "subsequ": [8, 30, 47], "union": [8, 13, 14, 15, 16, 17, 18, 21, 22, 30, 33, 37, 39, 47, 52, 57, 59, 67, 69, 72, 73, 80], "retain": 8, "typeerror": [8, 52, 57, 58, 59, 72, 73, 80], "isinst": 8, "list": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 39, 43, 45, 47, 48, 51, 54, 57, 58, 59, 60, 72, 73, 80, 81, 82, 89, 91, 94, 100, 104], "tupl": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 39, 40, 43, 45, 47, 48, 51, 59, 82, 90, 91, 93, 94, 95, 98, 99, 100, 101, 102, 103, 104], "take": [8, 54, 59], "singl": [8, 16, 33, 37, 39, 58, 59, 76, 82, 86], "call": [8, 26, 67], "each": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 29, 34, 39, 43, 50, 57, 66, 76, 78, 82, 83, 98], "item": [8, 10, 18], "batch": [8, 64, 65, 82, 83, 102], "multiimagestyp": [8, 30, 33, 39, 48], "iter": [8, 59, 62, 73], "img_path": 8, "image1": 8, "image2": 8, "loaded_imag": 8, "len": [8, 60], "all": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 26, 29, 30, 33, 34, 38, 39, 40, 42, 43, 45, 51, 52, 62, 64, 65, 68, 70, 71, 75, 77, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "pillow": [8, 56, 106], "boolean": [8, 39], "tool": [9, 16, 24, 29, 31, 38, 39, 40, 41, 47, 62, 70, 76, 96, 98], "basic": [9, 57, 61, 73], "grid_background": 9, "grid_transpar": 9, "blob": [9, 71, 106], "to_blob_url": 9, "load_image_from_blob_url": 9, "is_valid_image_blob_url": 9, "decod": [9, 37, 106], "rgb_decod": 9, "load_imag": [9, 24, 51, 67], "has_alpha_channel": 9, "layer": [9, 86, 106], "istack": 9, "download_image_from_url": 9, "is_http_url": 9, "mai": [10, 14, 17, 39, 63, 67, 74, 79, 85, 105, 107, 108], "block": [10, 29, 33, 34], "togeth": 10, "new": [10, 23, 29, 52, 64, 65, 67, 68, 73], "similar": [10, 12, 19, 30, 33, 39, 43, 59, 79, 82, 106], "techniqu": [10, 31, 37], "p": [10, 74, 75, 79, 82], "need": [10, 16, 34, 45, 48, 85, 89, 91, 94, 97, 100, 104], "stack": [10, 82], "addition": 10, "second": [10, 22, 39, 44, 78], "element": [10, 82], "rang": [10, 39, 43, 48], "left": [10, 47, 48, 52, 86], "0": [10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 29, 30, 34, 38, 39, 40, 43, 45, 47, 48, 50, 52, 54, 57, 58, 59, 62, 67, 68, 72, 73, 74, 75, 76, 79, 80, 81, 82, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108, 109], "right": [10, 47, 52, 86], "two": [10, 22, 39, 44, 62, 78, 97], "dimension": [10, 82], "h": [10, 25, 27, 28, 50, 71], "w": [10, 25, 27, 28, 50, 71, 82], "posit": [10, 39, 47, 48, 90], "target": [10, 19, 25, 27, 28, 30, 48, 59], "By": [10, 45], "first": [10, 12, 16, 22, 34, 39, 44, 78], "howev": [10, 39], "solid": [10, 47], "pure": [10, 71], "lime": [10, 71], "nian": 10, "nian_lim": 10, "yellow": [10, 67], "5": [10, 12, 16, 21, 22, 39, 40, 43, 45, 48, 50, 52, 57, 58, 59, 60, 67, 74, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "9": [10, 12, 22, 39, 43, 52, 59, 67, 80, 89, 90, 91, 93, 94, 97, 98, 99, 100, 101, 103, 104], "nian_tran": 10, "custom": [10, 13, 14, 15, 16, 17, 18, 21, 29, 33, 34, 37, 40, 47, 48, 50, 58, 59, 67, 68, 72], "mask": [10, 25, 27, 28, 48, 50, 71], "hs1": 10, "ab": 10, "linspac": 10, "ws1": 10, "nian_mask": 10, "hxw": [10, 25, 27, 28, 50], "download": 11, "special": [11, 12], "github": [11, 51, 107, 108, 109], "hug": [11, 18, 29, 30, 33, 34, 39, 59, 82], "face": [11, 18, 19, 20, 29, 30, 33, 34, 39, 52, 54, 59, 67, 73, 82, 90, 106], "progress": [11, 64, 65, 83], "track": 11, "host": [11, 12, 15, 20, 23, 30, 39, 45, 60, 75, 83, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104, 109], "main": [11, 17, 20, 21, 24, 29, 30, 33, 34, 39, 59, 67, 69, 71, 74, 85, 109], "compon": [11, 12, 22, 29, 30, 33, 34, 85], "http": [11, 51, 71, 109], "intern": [11, 33, 55, 68], "silent": [11, 64, 65, 83], "expected_s": 11, "kwarg": [11, 12, 13, 14, 15, 16, 17, 18, 21, 29, 30, 33, 34, 35, 47, 48, 67, 69], "suppress": [11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 24, 34, 47, 83], "bar": 11, "displai": [11, 30, 33, 64, 65], "expect": [11, 37, 59], "session": 11, "get": [11, 25, 27, 28, 30, 38, 40, 60, 61, 67, 71, 74, 77, 82, 88, 90, 95, 97, 99, 101, 103], "especi": 11, "hf": 11, "request": 11, "requestexcept": 11, "fail": [11, 13], "unidentifiedimageerror": 11, "com": [11, 51, 109], "ftp": 11, "booru": 12, "yolo": [12, 18, 20, 32, 106], "aperveyev": 12, "deepgh": [12, 13, 14, 15, 16, 17, 18, 20, 23, 39, 43, 45, 60, 75, 79, 83, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104, 109], "overal": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 26, 38, 39, 40, 42, 43, 45, 51, 62, 64, 65, 70, 77, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "benchmark": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 26, 38, 39, 40, 42, 43, 45, 51, 62, 64, 65, 70, 77, 83, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "explan": 12, "No": [12, 67, 107, 108], "head": [12, 19, 24, 51, 73, 90, 99, 106], "anim": [12, 13, 14, 15, 16, 17, 18, 19, 21, 26, 28, 38, 39, 40, 42, 51, 53, 54, 60, 67, 70, 71, 73, 74, 77, 83, 90, 91, 94, 95, 99, 100, 101, 103, 104, 109], "pretti": 12, "girl": [12, 45, 73], "onli": [12, 13, 14, 15, 16, 17, 18, 21, 24, 39, 68, 73, 74, 79, 82, 97], "bust": 12, "torso": 12, "part": [12, 50, 51, 52], "collarbon": 12, "center": [12, 48, 58, 59], "pair": [12, 22, 33], "cover": [12, 20, 48, 67, 73], "breast": [12, 20, 73, 74, 75, 79, 81, 82], "boob": 12, "bra": 12, "nippl": [12, 13, 47, 67], "mostli": [12, 16], "visibl": [12, 24], "nsfw": [12, 47, 96, 106], "shld": 12, "shoulder": [12, 52], "mayb": 12, "one": [12, 33, 37, 43, 45, 59, 73, 82], "view": [12, 45], "profil": 12, "exactli": 12, "rear": 12, "exclud": 12, "sideb": 12, "uncov": 12, "other": [12, 39, 45, 59, 78, 81, 90], "visual": [12, 13, 14, 15, 16, 18, 19, 21, 39, 41, 51, 53, 82, 106], "mark": 12, "belli": [12, 20], "button": [12, 29, 75], "hip": [12, 52], "half": [12, 16, 73], "stock": 12, "line": [12, 26, 27, 54], "knee": [12, 52], "below": [12, 54, 70, 109], "6": [12, 22, 24, 39, 43, 52, 59, 62, 72, 73, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108], "nopan": 12, "panti": [12, 76], "cloth": 12, "bikini": 12, "regardless": 12, "censor": [12, 19, 47, 48, 94, 100, 106], "evid": 12, "7": [12, 13, 15, 16, 17, 18, 34, 39, 43, 45, 47, 50, 52, 59, 67, 72, 73, 79, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "butt": 12, "buttock": [12, 20], "least": [12, 36, 37, 69], "partial": 12, "behind": 12, "more": [12, 13, 32, 33, 45, 52, 57, 67, 85, 88], "less": [12, 13, 15, 21, 89], "stand": [12, 67, 74, 75, 79, 82], "sit": [12, 73], "ass": 12, "split": [12, 79], "leg": [12, 67], "wide": [12, 67], "90": 12, "degre": [12, 48], "typic": [12, 13, 30, 59], "abov": [12, 13, 14, 15, 16, 17, 18, 21, 50, 91, 94, 100, 104], "10": [12, 23, 29, 39, 43, 48, 52, 59, 62, 89, 90, 91, 94, 97, 98, 100, 101], "sprd": 12, "strongli": [12, 83], "11": [12, 39, 52, 89, 90, 91, 94, 97, 98, 100, 101], "vsplt": 12, "pose": [12, 39, 106], "12": [12, 24, 39, 47, 52, 59, 89, 90, 91, 94, 97, 98, 100, 101], "vsprd": 12, "vsplit": 12, "13": [12, 39, 52, 90, 91, 94, 98, 101, 103], "full": [12, 67], "almost": 12, "side": [12, 46, 73, 105], "usual": [12, 43], "ly": 12, "14": [12, 52, 59, 90, 91, 94, 98, 101, 109], "wing": [12, 73], "dragon": 12, "poni": 12, "15": [12, 42, 44, 52, 59, 90, 91, 94, 98, 101, 107, 108], "feral": 12, "four": [12, 13, 90], "non": [12, 13, 14, 15, 16, 17, 18, 20, 21, 34, 47, 95], "human": [12, 13, 14, 15, 16, 17, 18, 21, 51, 53, 89], "16": [12, 52, 59, 62, 64, 65, 90, 94, 98, 101], "hdrago": 12, "style": [12, 16, 21, 48, 103, 109], "17": [12, 52, 59, 98, 103], "hponi": 12, "18": [12, 20, 52, 59, 94, 98, 100, 107, 108], "hfox": 12, "cartoon": 12, "fox": 12, "dog": 12, "zootopia": 12, "nick": 12, "wild": 12, "19": [12, 52, 98], "hrabb": 12, "rabbit": 12, "judi": 12, "hopp": 12, "bunnygirl": 12, "20": [12, 29, 52, 59, 67, 98], "hcat": 12, "cat": [12, 73, 80], "catgirl": 12, "sharp": 12, "muzzl": 12, "compar": [12, 22, 33], "21": [12, 16, 52, 59, 103], "hbear": 12, "bear": 12, "22": [12, 52, 59], "jacko": 12, "memet": 12, "jack": 12, "o": [12, 67, 69, 79, 82, 94, 97, 107, 108], "contest": 12, "toward": [12, 52], "viewer": [12, 67], "23": [12, 52, 59], "jackx": 12, "sometim": 12, "24": [12, 39, 43, 52, 59, 62], "hhors": 12, "hors": 12, "implement": [12, 30, 33, 44, 85], "aa09": 12, "25": [12, 15, 20, 34, 44, 59, 103], "hbird": 12, "bird": 12, "name": [12, 13, 14, 15, 16, 17, 18, 21, 23, 29, 30, 33, 34, 39, 40, 45, 47, 52, 57, 58, 59, 74, 79, 82, 83, 89, 90, 93, 95, 98, 99, 101, 102, 103], "releas": 12, "time": [12, 69, 83], "yolov8s_pp09": 12, "2023": 12, "focus": 12, "class": [12, 14, 17, 18, 29, 30, 31, 33, 34, 37, 47, 48, 52, 55, 57, 59, 60, 66, 67, 69, 73, 90, 91, 94, 95, 99, 100, 101, 103, 104], "advanc": [12, 109], "capabl": [12, 30, 37, 45], "specif": [12, 13, 18, 29, 30, 33, 35, 37, 47, 52, 55, 57, 59, 69, 70, 90, 94, 100], "scenario": [12, 74, 79, 85], "yolov8s_pp12": 12, "2024": 12, "final": 12, "patch": 12, "continu": 12, "focu": [12, 67], "enhanc": [12, 32, 106], "improv": [12, 23, 82], "previou": 12, "yolov8m_pp13": 12, "offer": [12, 15, 16, 17, 22, 57, 69, 97], "yolov8n_as01": 12, "spinoff": 12, "26": [12, 59], "train": [12, 13, 14, 15, 16, 17, 18, 21, 39, 40, 74, 75, 76, 79, 83, 94, 100], "80": 12, "epoch": 12, "sfw": 12, "subset": 12, "wa": 12, "eventu": 12, "abandon": 12, "due": [12, 38, 39, 74, 79, 85, 90, 105], "ineffect": 12, "yolov8m_as02": 12, "start": [12, 37, 48, 67, 106], "30": [12, 21, 48], "public": [12, 30], "friendli": [12, 109], "reduc": [12, 39, 50, 82], "yolov8m_as03": 12, "as02": 12, "60": 12, "aim": 12, "bottleneck": 12, "reproduc": 12, "yolov8s_aa06": 12, "initi": [12, 29, 30, 34, 37, 47, 60, 73], "current": [12, 58, 64, 67, 94, 100, 107, 108, 109], "reincarn": 12, "some": [12, 29, 32, 39, 43, 44, 48, 61, 72, 74, 75, 79, 82, 83, 85, 92, 105, 107, 108], "yolov8s_aa09": 12, "updat": [12, 29, 30, 33, 34, 68], "dataset": [12, 13, 14, 15, 16, 17, 18, 21, 40, 43, 82, 96], "closeup": 12, "adjust": [12, 34, 43, 73], "larg": [12, 27, 30, 39, 82], "hat": [12, 73], "aa06": 12, "yolov8s_aa10": 12, "major": 12, "fix": 12, "issu": [12, 18, 64], "wear": 12, "yolov8s_aa11": 12, "latest": [12, 34, 74, 79], "mainstream": 12, "aa10": 12, "outstand": 12, "map": [12, 29, 45, 51, 72, 73, 76, 80, 81, 86, 98, 102], "score": [12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 29, 30, 33, 38, 40, 42, 43, 45, 51, 52, 54, 76, 80, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "though": 12, "note": [12, 16, 39, 48, 67, 90, 94, 97, 100, 107, 108], "complet": [12, 34, 48, 90, 96, 106], "fair": 12, "bias": 12, "model_nam": [12, 13, 14, 15, 16, 17, 18, 21, 29, 30, 33, 34, 40, 47, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "conf_threshold": [12, 13, 14, 15, 16, 17, 18, 21, 34, 47], "iou_threshold": [12, 13, 14, 15, 16, 17, 18, 20, 21, 34, 47], "perform": [12, 16, 20, 21, 23, 30, 33, 34, 39, 45, 47, 48, 51, 59, 74, 85, 97, 98, 107, 108], "confid": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 34, 40, 45, 47, 52, 54, 75, 82], "threshold": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 25, 34, 39, 42, 43, 45, 47, 50, 54, 74, 75, 79, 82, 89, 97], "iou": [12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 34, 47], "bounding_box": 12, "x1": [12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 34, 47, 48], "y1": [12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 34, 47, 48], "x2": [12, 20, 22], "y2": [12, 20, 22], "box": [12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 45, 51], "f": [12, 17, 22, 39, 43, 67, 86], "2f": 12, "point": [13, 17, 39, 52, 59], "femal": [13, 20, 47, 73], "genit": 13, "male": [13, 20, 73], "anime_censor_detect": 13, "yolov8": [13, 14, 15, 16, 17, 18, 21], "model": [13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 26, 27, 28, 29, 30, 31, 33, 34, 38, 39, 40, 43, 45, 47, 51, 52, 54, 59, 62, 63, 64, 65, 66, 67, 70, 74, 75, 76, 77, 79, 82, 83, 86, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 106, 109], "v1": [13, 14, 15, 16, 17, 21, 47, 67, 82], "identifi": [13, 29, 37, 64], "locat": 13, "anatom": 13, "analyz": [13, 20, 40], "data": [13, 16, 18, 35, 37, 39, 51, 58, 66, 67, 74, 76, 94, 100, 106, 107, 108, 109], "either": [13, 14, 15, 16, 17, 33, 39, 59, 82, 86], "standard": [13, 15, 16, 17, 35, 59, 85], "n": [13, 14, 15, 16, 17, 18, 21, 37, 39, 47, 59, 67], "nano": [13, 15, 16, 17, 47], "faster": [13, 14, 15, 16, 17, 18, 47], "while": [13, 15, 16, 17, 24, 34, 46, 48, 62, 85], "slower": [13, 21], "construct": [13, 14, 16, 17, 47, 82], "intersect": [13, 14, 15, 16, 17, 18, 21, 22, 47], "over": [13, 14, 15, 16, 17, 18, 21, 22, 23, 47, 73], "merg": [13, 14, 15, 16, 17, 39], "integ": [13, 37, 43, 52, 59], "x0": [13, 14, 15, 16, 17, 18, 21, 24, 34, 47, 48], "y0": [13, 14, 15, 16, 17, 18, 21, 24, 34, 47, 48], "bound": [13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 51], "indic": [13, 39, 52, 55, 74, 79, 82], "nipple_f": [13, 47], "peni": [13, 47], "pussi": [13, 47, 67], "runtimeerror": [13, 29, 33], "detection_visu": [13, 14, 15, 16, 18, 19, 21], "nude_girl": [13, 47], "365": 13, "264": 13, "399": 13, "289": [13, 14], "7473511695861816": 13, "224": [13, 57, 58, 59], "260": 13, "252": 13, "285": 13, "6830288171768188": 13, "206": 13, "523": [13, 47, 48], "240": 13, "608": 13, "6799028515815735": 13, "matplotlib": [13, 14, 15, 16, 24, 51], "pyplot": [13, 14, 15, 16, 51], "plt": [13, 14, 15, 16, 51], "imshow": [13, 14, 15, 16, 51], "anime_eye_detect": 14, "allow": [14, 15, 17, 18, 21, 30, 34, 37, 55, 57, 59, 85], "trade": [14, 16], "off": [14, 16], "speed": [14, 15, 16, 17, 18, 21, 25, 83], "accuraci": [14, 15, 16, 17, 18, 21, 45, 89, 91, 94, 97, 100, 104], "higher": [14, 15, 16, 17, 18, 20, 23, 97], "consid": [14, 17, 22, 39, 45, 48, 50, 60, 73, 94, 100], "overlap": [14, 16, 17, 18, 22, 64, 65, 74, 75, 77, 79, 82, 83, 106], "coordin": [14, 15, 16, 17, 18, 24, 34, 48, 52, 62], "alwai": [14, 16, 17, 18, 45], "except": [14, 17, 37, 55, 59, 67], "predict": [14, 18, 21, 29, 30, 33, 34, 75, 82, 89, 91, 93, 94, 97, 98, 100, 102, 104], "yolo_predict": [14, 21, 32], "squat": [14, 16, 51], "297": 14, "239": [14, 45], "341": 14, "271": 14, "7760562896728516": 14, "230": 14, "263": 14, "308": 14, "7682342529296875": 14, "createml": 15, "huggingfac": [15, 17, 39, 45, 59, 62, 71, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104], "anime_face_detect": 15, "user": [15, 21, 29, 30, 33, 34, 37, 60, 69, 109], "balanc": [15, 17, 21, 67], "system": [15, 16, 25, 55, 59, 94, 100], "overhead": [15, 16, 25, 85], "avail": [15, 21, 24, 29, 30, 37, 39, 45, 48, 55, 59, 67, 80, 88, 89, 91, 94, 100, 104], "v0": [15, 21, 64, 65], "overrid": [15, 21], "auto": [15, 21, 51, 69, 88], "mostima_post": [15, 18], "29": [15, 18, 59], "441": [15, 18], "204": [15, 18], "584": [15, 18], "7874319553375244": [15, 18], "346": [15, 18], "59": [15, 18], "529": [15, 18], "275": [15, 18], "7510495185852051": [15, 18], "606": [15, 18], "51": [15, 18, 59], "895": [15, 18], "336": [15, 18], "6986488103866577": [15, 18], "upper": [16, 47], "bodi": [16, 21, 51, 52, 54, 67], "anime_halfbody_detect": 16, "pleas": [16, 23, 38, 39, 45, 64, 66, 68, 83, 90, 94, 97, 100, 107, 108], "primari": [16, 90, 93, 95, 99, 101, 103], "purpos": 16, "crop": [16, 50, 57, 58, 59, 67], "illustr": [16, 67, 91, 93], "therefor": [16, 39, 107, 108], "consist": [16, 39], "person": [16, 19, 22, 24, 34, 51, 99, 106], "peopl": [16, 80], "guarante": [16, 45], "you": [16, 18, 19, 21, 26, 45, 48, 64, 65, 82, 83, 85, 88, 89, 90, 91, 94, 97, 100, 104, 109], "inde": 16, "recommend": [16, 23, 39, 42, 43, 82, 83, 94, 100], "approach": 16, "detect_person": [16, 19, 24, 51], "individu": [16, 22, 37, 57, 66], "obtain": [16, 26, 38, 39], "local": [16, 60, 107, 108], "flexibl": [16, 57, 58], "lower": [16, 42, 43, 45, 47], "127": 16, "629": 16, "637": 16, "9040350914001465": 16, "anime_hand_detect": 17, "choos": [17, 21, 45], "35": [17, 59, 67, 74, 82], "configur": [17, 29, 39, 57, 58, 59, 106], "suit": 17, "case": [17, 23, 39, 42], "defin": [17, 21, 39, 67, 86], "being": 17, "label": [17, 18, 20, 22, 23, 24, 29, 30, 33, 34, 39, 40, 45, 76, 98, 102], "infer": [17, 20, 23, 30, 33, 34, 51, 64, 65, 88, 97], "anime_imag": 17, "bbox": 17, "conf": 17, "customiz": [18, 24], "integr": [18, 30, 74, 109], "repositori": [18, 29, 30, 33, 34, 39], "anime_head_detect": 18, "contribut": 18, "our": 18, "develop": [18, 83, 109], "yolo11": 18, "architectur": 18, "usag": [18, 29, 30, 66, 67, 68, 74, 85, 86, 105], "head_detect_v2": 18, "0_": 18, "equal": [18, 48], "deprec": [18, 23, 38], "remov": [18, 23, 29, 34, 38, 45, 62, 71, 73, 75, 76, 81, 82], "futur": [18, 23], "help": [18, 39, 50, 62], "For": [18, 19, 21, 22, 30, 39, 45, 52, 66, 82, 88], "instead": [18, 23, 76], "detect_head": [19, 24], "booru_yolo": [19, 106], "detect_with_booru_yolo": 19, "detect_censor": [19, 47, 94, 100], "ey": [19, 48, 52, 67, 73, 106], "detect_ey": 19, "detect_fac": 19, "halfbodi": [19, 90, 99, 106], "detect_halfbodi": 19, "hand": [19, 52, 54, 67, 73, 106], "detect_hand": 19, "nudenet": [19, 106], "detect_with_nudenet": 19, "calculate_i": 19, "bboxes_similar": 19, "detection_similar": 19, "detect_text": 19, "nuditi": 20, "run": [20, 25, 29, 30, 34, 83, 88, 105, 106], "nm": 20, "postprocess": 20, "onnx": [20, 29, 30, 33, 34, 75, 88, 98], "nudenet_onnx": 20, "notai": 20, "tech": 20, "detail": [20, 62, 66, 67, 88, 90], "respect": 20, "female_genitalia_cov": 20, "genitalia": 20, "face_femal": 20, "buttocks_expos": 20, "expos": 20, "female_breast_expos": 20, "female_genitalia_expos": 20, "male_breast_expos": 20, "anus_expos": 20, "anu": 20, "feet_expos": 20, "feet": [20, 52, 54], "belly_cov": 20, "feet_cov": 20, "armpits_cov": 20, "armpit": 20, "armpits_expos": 20, "face_mal": 20, "belly_expos": 20, "male_genitalia_expos": 20, "anus_cov": 20, "female_breast_cov": 20, "buttocks_cov": 20, "onnxruntim": [20, 87, 106], "topk": [20, 29], "100": [20, 25, 34, 42, 59, 85], "45": [20, 43, 59], "score_threshold": 20, "number": [20, 29, 30, 33, 37, 39, 45, 52, 60, 62, 86, 89], "keep": [20, 79], "entir": 21, "anidet3": 21, "roboflow": 21, "m": 21, "x": [21, 39, 48, 52, 67, 85, 86, 102], "fastest": [21, 25], "most": [21, 29, 30, 33, 34], "confidence_scor": [21, 24], "genshin_post": [21, 46, 47, 48], "371": 21, "232": 21, "564": 21, "690": 21, "7533698678016663": 21, "135": [21, 52], "451": 21, "716": [21, 45], "6788613796234131": 21, "614": 21, "393": 21, "830": 21, "686": 21, "5612757205963135": 21, "1275": 21, "654": 21, "4047100841999054": 21, "calcul": [22, 30, 39, 42, 43], "comput": [22, 27, 30, 33, 41, 59, 85, 86, 98], "work": [22, 29, 30, 33, 36, 42, 69, 98], "aggreg": 22, "involv": 22, "segment": [22, 60, 106], "evalu": [22, 38], "algorithm": [22, 39, 42], "box1": 22, "box2": 22, "bboxtyp": 22, "measur": [22, 38, 39, 42], "divid": [22, 52], "4f": 22, "1429": 22, "bboxes1": 22, "bboxes2": 22, "liter": [22, 39, 48, 52, 64, 65, 80], "max": [22, 23], "raw": [22, 29, 30, 33, 37], "depend": [22, 67, 68, 105], "unknown": [22, 80], "hungarian": 22, "find": [22, 48], "optim": [22, 30, 39], "assign": [22, 23, 29, 39], "among": [22, 39], "averag": 22, "detect1": 22, "detect2": 22, "bboxwithscoreandlabel": 22, "group": [22, 29, 43, 76], "correspond": [22, 39, 45, 50, 59, 82, 98, 102], "combin": [22, 37, 45], "against": [22, 83], "ground": [22, 94, 100], "truth": [22, 94, 100], "car": 22, "85": [22, 74, 82], "75": 22, "text_detect": 23, "been": [23, 98], "migrat": 23, "ocr": [23, 106], "detect_text_with_ocr": [23, 106], "soon": 23, "paddleocr": [23, 45], "dbnetpp_resnet50_fpnc_1200e_icdar2015": 23, "05": [23, 59, 74, 75, 89, 90, 91, 93, 98, 99, 100, 101, 103, 104], "max_area_s": 23, "640": 23, "region": [23, 47, 50, 94, 100], "dbnet": 23, "do": [23, 50, 91], "640x640": 23, "ani": [23, 30, 33, 37, 39, 47, 57, 59, 62, 67, 72, 86, 88], "sinc": [23, 38], "appear": [24, 27], "font": 24, "pad": [24, 71], "see": [24, 67, 88], "text_pad": 24, "fontsiz": 24, "max_short_edge_s": 24, "fp": 24, "no_label": 24, "normal": [24, 30, 40, 57, 58, 59, 82], "predefin": [24, 73], "extract": [24, 25, 27, 28, 37, 39, 43, 45, 50, 59, 66, 67, 68, 69, 75, 82], "around": [24, 29, 34, 37, 54], "shortest": 24, "edg": [24, 54, 106], "maintain": [24, 34, 46, 52, 85, 109], "font_manag": 24, "fontproperti": 24, "properti": [24, 48, 52, 67, 69], "cv2": 25, "have": [25, 27, 39, 80, 81, 94, 100, 105], "lowest": 25, "resourc": [25, 106], "low_threshold": 25, "high_threshold": 25, "200": [25, 34, 59], "assum": [25, 27, 28, 71], "its": [25, 27, 28, 29, 39, 45, 46, 59, 68, 71, 74, 76, 88, 90, 91, 93, 94, 95, 98, 99, 100, 101, 103, 104], "low": [25, 33, 38, 40, 67, 79, 82, 83], "high": [25, 33, 34, 61, 67, 83, 97, 98], "outlin": 26, "comparison": [26, 74], "canni": [26, 106], "get_edge_by_canni": 26, "edge_image_with_canni": 26, "lineart": [26, 28, 106], "get_edge_by_lineart": 26, "edge_image_with_lineart": 26, "lineart_anim": [26, 106], "get_edge_by_lineart_anim": 26, "edge_image_with_lineart_anim": 26, "best": [27, 40, 48, 67], "effect": [27, 38, 47, 105], "closest": 27, "consum": 27, "amount": 27, "memori": [27, 29, 30, 34, 107, 108], "power": 27, "runtim": [27, 30, 88, 97], "coars": 27, "detect_resolut": [27, 28], "512": [27, 28, 54, 67, 83], "deeper": 27, "richer": 27, "probabl": [27, 30, 98], "extra": [27, 67], "increas": [27, 39], "resolut": [27, 28, 60, 83], "neural": [27, 28, 71, 86], "network": [27, 28, 71, 86], "classif": [29, 33, 86, 90, 91, 93, 94, 95, 96, 99, 100, 101, 103, 104], "those": [29, 97], "store": [29, 30, 34, 35, 67, 68], "well": [29, 42], "manag": [29, 30, 33, 34, 88, 106], "interact": [29, 30, 33, 34], "also": [29, 57, 82, 109], "token": [29, 30, 33, 34], "authent": [29, 30, 33, 34], "access": [29, 30, 33, 52, 67, 85], "privat": [29, 30, 31, 33, 43], "repo_id": [29, 30, 33, 34], "fn_preprocess": 29, "callabl": [29, 59], "hf_token": [29, 30, 33, 34], "comprehens": [29, 30], "imagepreprocessfunc": 29, "variabl": [29, 48, 88], "_model_nam": 29, "cach": [29, 30, 33, 34, 60, 87, 106], "_model": 29, "dictionari": [29, 35, 40, 57, 59, 67, 68, 69, 72, 73, 75, 90, 93, 95, 99, 101, 103], "_label": 29, "_hf_token": 29, "org": 29, "repo": [29, 59], "__init__": [29, 30, 31, 33, 34, 37, 48, 52, 60, 69, 73], "instanc": [29, 30, 34, 39, 47, 52, 59, 60, 73], "clear": [29, 30, 33, 34, 39, 68, 90, 94, 100], "free": [29, 30, 34], "up": [29, 30, 34, 73], "launch_demo": [29, 30, 33, 34], "default_model_nam": [29, 30, 33, 34], "server_nam": [29, 30, 33, 34], "server_port": [29, 30, 33, 34], "launch": [29, 30, 33, 34], "gradio": [29, 30, 33, 34], "demo": [29, 30, 33, 34, 79], "interfac": [29, 30, 33, 34, 85], "ui": [29, 33, 34], "make_ui": [29, 30, 33, 34], "server": [29, 30, 33, 34], "select": [29, 30, 33, 34, 39, 47, 60], "dropdown": [29, 30], "port": [29, 30, 33, 34], "importerror": [29, 34], "instal": [29, 33, 34, 62, 68, 106], "properli": [29, 33, 67], "usernam": [29, 34], "repo_nam": [29, 34], "model_v1": 29, "7860": [29, 30, 34], "submit": 29, "recent": [29, 30, 33, 34], "label_group": 29, "highest": [29, 98], "through": [29, 30, 59, 109], "error": [29, 37, 59, 82], "predict_fmt": 29, "fmt": [29, 30, 33, 40, 75, 82], "top5": 29, "logit": [29, 30, 33], "embed": [29, 30, 33, 37, 82], "dict": [29, 30, 37, 40, 51, 57, 58, 59, 67, 68, 69, 75, 82, 85, 90, 91, 93, 94, 95, 99, 100, 101, 103, 104], "top": [29, 48, 97], "k": 29, "e": [29, 30, 39, 61, 64, 65, 80, 83, 86], "g": [29, 30, 39, 61, 64, 65, 80, 82, 83], "top10": 29, "predict_scor": 29, "ia": 29, "conveni": [29, 52, 67, 109], "wrapper": [29, 34, 37], "id": [29, 30, 33, 34], "multimod": 30, "hub": 30, "discoveri": 30, "variant": [30, 33], "pipelin": [30, 57, 59], "pattern": [30, 39, 73], "direct": 30, "api": [30, 33], "control": [30, 67], "via": 30, "web": [30, 33], "deploy": [30, 98], "reus": 30, "lru": 30, "thread": [30, 33, 85, 105], "safe": [30, 33, 68, 74, 75, 85, 96, 98, 100, 105, 106], "demand": 30, "switch": 30, "image_encod": [30, 33], "upload": [30, 34], "enter": 30, "link": 30, "address": 30, "bind": 30, "organ": 30, "precomput": [30, 81], "cosin": 30, "scale": [30, 33, 47, 48, 52, 67, 71, 82, 107, 108], "complex": 30, "image_embed": 30, "text_embed": 30, "etc": [30, 59], "thei": [30, 39, 55, 59], "l2": [30, 82], "text_encod": [30, 33], "accept": 30, "_process_rgb": 31, "_process_alpha_channel_with_model": 31, "_process_rgba": 31, "attribut": 31, "classifi": [32, 90, 95, 96, 97, 99, 101, 103, 104, 106], "classifymodel": 32, "classify_predict_scor": 32, "classify_predict": 32, "classify_predict_fmt": 32, "imageenhanc": 32, "clip": [32, 59, 67, 106], "clipmodel": 32, "clip_image_encod": 32, "clip_text_encod": 32, "clip_predict": 32, "siglip": [32, 59, 106], "siglipmodel": 32, "siglip_image_encod": 32, "siglip_text_encod": 32, "siglip_predict": 32, "yolomodel": 32, "sigmoid": [33, 87], "loss": 33, "creation": [33, 57, 58, 69], "preprocessor": [33, 67], "reset": 33, "about": [33, 35], "hostnam": 33, "gr": [33, 34], "One": [33, 43], "detect": [34, 42, 45, 47, 51, 52, 53, 54, 72, 73, 88, 89, 94, 100, 106], "post": [34, 45], "helper": 34, "easi": 34, "metadata": [34, 40, 66, 68, 69, 106], "cleanup": 34, "associ": [34, 69], "default_conf_threshold": 34, "default_iou_threshold": 34, "environmenterror": [34, 62, 68], "environ": [34, 83, 85, 88, 106], "offlin": 34, "yolov5": 34, "allow_dynam": 34, "dynam": [34, 57], "300": [34, 59], "400": 34, "simpl": 34, "explicitli": 34, "read": [35, 36, 37, 66, 67, 68], "write": [35, 36, 37, 66, 68], "exif": [35, 36, 67], "gif": [35, 36, 67], "comment": 35, "These": [35, 38, 60], "retriev": [35, 39], "context": [35, 36], "ai": [35, 36, 69, 89], "found": [35, 48, 67, 90], "attempt": [35, 48, 59, 67, 69, 88], "commonli": [35, 59, 76, 86], "where": [35, 39, 67, 68, 82, 85], "look": [35, 45, 67, 90], "usercom": 35, "field": [35, 69], "dst_filenam": 35, "destin": [35, 67, 68, 69], "filenam": [35, 60], "pnginfo": [35, 37, 67, 69], "wai": [35, 67, 68], "geninfo": [36, 106], "lsb": [36, 69, 106], "signific": [36, 37, 39, 64, 69], "bit": [36, 37, 59, 69], "read_geninfo_paramet": 36, "read_geninfo_exif": 36, "read_geninfo_gif": 36, "write_geninfo_paramet": 36, "write_geninfo_exif": 36, "write_geninfo_gif": 36, "read_lsb_raw_byt": 36, "read_lsb_metadata": 36, "write_lsb_raw_byt": 36, "write_lsb_metadata": 36, "lsbreaderror": 36, "lsbextractor": 36, "imagelsbdataextractor": 36, "serialize_pnginfo": 36, "serialize_json": 36, "inject_data": 36, "steganographi": 37, "serial": 37, "json": 37, "compat": [37, 76], "inject": 37, "emb": [37, 82], "seamlessli": 37, "hidden": 37, "decompress": 37, "them": [37, 47, 57, 64, 68, 82], "gzip": 37, "written": 37, "appropri": [37, 45, 59, 67], "serializ": [37, 57], "err": 37, "caus": [37, 105], "multi": [37, 85], "get_next_n_byt": 37, "next": [37, 55], "get_one_byt": 37, "form": [37, 76], "read_32bit_integ": 37, "32": [37, 59], "interpret": [37, 52], "big": 37, "endian": 37, "enough": 37, "magic": 37, "stealth_pngcomp": 37, "extract_data": 37, "length": [37, 39, 46], "compress": 37, "along": [37, 39, 71], "robust": [37, 39], "skytnt": [38, 60, 71], "poor": 38, "anime_dbaesthet": [38, 41], "better": [38, 42, 62, 82, 83, 89, 91, 94, 97, 100, 104], "2053756": 38, "09986039996147156": 38, "1663584": 38, "24299287796020508": 38, "4886411": 38, "38091593980789185": 38, "2066024": 38, "5131649971008301": 38, "3670169": 38, "6011670827865601": 38, "5930006": 38, "7067991495132446": 38, "3821265": 38, "8237218260765076": 38, "5512471": 38, "9187621474266052": 38, "limit": [39, 74], "smaller": 39, "7eu7d7": [39, 79, 83, 109], "ccip_onnx": 39, "cluster": [39, 43], "refer": [39, 42, 66, 97], "relev": 39, "aforement": 39, "manual": [39, 48], "384": [39, 43, 57, 58, 59], "caform": 39, "randaug": 39, "prune": 39, "vector": 39, "pruned_fp32": 39, "5_fp32": 39, "feat": 39, "768": [39, 45, 67], "17847511429108218": 39, "1951224011983088": 39, "18397327797685215": 39, "y": [39, 48, 85], "16583099961280823": 39, "42947039008140564": 39, "4037521779537201": 39, "4371533691883087": 39, "40748104453086853": 39, "392294704914093": 39, "whether": [39, 45, 47, 59, 69, 72, 75, 82, 83], "belong": 39, "pairwis": 39, "matrix": 39, "5350548e": 39, "08": [39, 59, 99, 100], "6583106e": 39, "01": 39, "2947042e": 39, "0375218e": 39, "8025822e": 39, "3715334e": 39, "0748104e": 39, "2675274e": 39, "9229470e": 39, "j": 39, "th": 39, "dbscan": 39, "dbscan_2": 39, "dbscan_fre": 39, "optic": [39, 45], "optics_best": 39, "epsilon": 39, "ep": 39, "min_sampl": 39, "ccipclustermethodtyp": 39, "12921094122454668": 39, "1291187648928262": 39, "1836453739562513": 39, "distanc": 39, "_featureorimag": 39, "sampl": [39, 43, 67, 89, 90, 91, 93, 94, 95, 99, 100, 101, 103, 104], "neighborhood": [39, 62], "core": [39, 107, 108], "few": 39, "too": 39, "sensit": [39, 47, 82, 94, 100], "tune": 39, "guidelin": 39, "deal": [39, 66], "solut": [39, 48], "small": [39, 47], "advis": [39, 74], "significantli": 39, "separ": 39, "slightli": 39, "exhibit": 39, "regular": [39, 62], "outfit": 39, "awar": 39, "highli": 39, "so": [39, 42, 79, 83], "care": 39, "diff": 39, "07437477": 39, "0356068": 39, "04396922": 39, "05131693": 39, "assess": 40, "aesthet": [40, 41, 106], "danbooru": [40, 74, 77, 79, 94, 97], "hakubooru": 40, "kohakublueleaf": 40, "swinv2pv3_v0_448_ls0": 40, "2_x": 40, "percentil": 40, "_default_model_nam": 40, "masterpiec": [40, 67], "9831666690063624": 40, "8810615667538594": 40, "great": 40, "8225559148288356": 40, "good": [40, 45], "591020403706702": 40, "2888798940585766": 40, "243279223969715": 40, "worst": [40, 67], "005268185993767627": 40, "275707557797432": 40, "7977807857096195": 40, "56098810210824": 40, "670568235218525": 40, "1677918508648872": 40, "9305131509900093": 40, "6085879728198051": 40, "6834832429885864": 40, "16141420602798462": 40, "05435194447636604": 40, "025083942338824272": 40, "024000568315386772": 40, "027076328173279762": 40, "024589713662862778": 40, "3757021427154541": 40, "3451208472251892": 40, "1511985808610916": 40, "04740551486611366": 40, "02172713913023472": 40, "027498546987771988": 40, "03134724497795105": 40, "39281174540519714": 40, "22457796335220337": 40, "15563568472862244": 40, "10796019434928894": 40, "047730278223752975": 40, "0393439345061779": 40, "031940147280693054": 40, "13832266628742218": 40, "20687267184257507": 40, "2509062886238098": 40, "1644320785999298": 40, "11332042515277863": 40, "08270663768053055": 40, "043439216911792755": 40, "033693961799144745": 40, "03375888615846634": 40, "050045162439346313": 40, "16734018921852112": 40, "4311050772666931": 40, "23242227733135223": 40, "05163438618183136": 40, "012833272106945515": 40, "01619996316730976": 40, "03074900433421135": 40, "1396280825138092": 40, "5038207173347473": 40, "22299200296401978": 40, "07377689331769943": 40, "02854202501475811": 40, "026677291840314865": 40, "02838410809636116": 40, "026617199182510376": 40, "02508518099784851": 40, "06039097160100937": 40, "8043031692504883": 40, "get_aesthetic_scor": 41, "ccip": [41, 106], "ccip_extract_featur": 41, "ccip_batch_extract_featur": 41, "ccip_default_threshold": 41, "ccip_differ": 41, "ccip_sam": 41, "ccip_batch_differ": 41, "ccip_batch_sam": 41, "ccip_default_clustering_param": 41, "ccip_clust": 41, "ccip_merg": 41, "dbaesthet": [41, 106], "laplacian": [41, 106], "laplacian_scor": 41, "lpip": [41, 106], "lpips_extract_featur": 41, "lpips_differ": 41, "lpips_clust": 41, "psnr_": [41, 106], "psnr": [41, 65], "blur": [42, 47], "than": [42, 43, 47, 85, 89, 97], "seem": 42, "just": [42, 62, 91, 94, 97, 100, 104], "we": [42, 64, 83], "explor": 42, "bluri": 42, "hutao": [42, 71, 74, 75, 79, 82], "156": 42, "68285005210006": 42, "text_blur": 42, "2276": 42, "66629157129": 42, "real2": 42, "908745781486806": 42, "mmd": 42, "1072": 42, "8372572065527": 42, "richzhang": 43, "perceptualsimilar": 43, "chafen_arknight": 43, "rand": 43, "reach": 43, "995": 43, "cnn": 43, "f1": 43, "f2": 43, "f3": 43, "f4": 43, "f5": 43, "64": [43, 59, 62, 67, 83, 107, 108], "99": 43, "192": 43, "49": [43, 59], "256": [43, 57, 58, 64, 67], "img1": [43, 44, 82], "img2": [43, 44, 82], "anoth": 43, "16922694444656372": 43, "22250649333000183": 43, "6897575259208679": 43, "10956494510173798": 43, "6823137998580933": 43, "6837796568870544": 43, "nois": [43, 50, 62, 64], "inf": 44, "gaussian_20": 44, "dat": 44, "058228614646987": 44, "gaussian_3": 44, "27": [44, 59], "65611098737784": 44, "lq": 44, "29589659377844": 44, "recogn": [45, 59], "export": [45, 88], "recognit": 45, "ch_pp": 45, "ocrv4_det": 45, "heat_threshold": 45, "box_threshold": 45, "max_candid": 45, "1000": 45, "unclip_ratio": 45, "heat": 45, "candid": 45, "unclip": 45, "comic": [45, 91], "742": 45, "485": [45, 57, 58], "809": 45, "511": 45, "9543377610144915": 45, "682": 45, "98": 45, "734": 45, "124": 45, "9309689495575223": 45, "136": 45, "836": 45, "164": 45, "9042856988923695": 45, "144": 45, "455": 45, "196": 45, "874083638387722": 45, "719": 45, "835": 45, "488": 45, "8628696346175078": 45, "478": 45, "214": 45, "508": 45, "848871771901487": 45, "1030": 45, "557": 45, "1184": 45, "578": 45, "8352495440618789": 45, "427": 45, "129": 45, "553": 45, "154": 45, "8249209443996619": 45, "detect_model": 45, "recognize_model": 45, "ocrv4_rec": 45, "rotation_threshold": 45, "is_remove_dupl": 45, "rotat": [45, 48], "duplic": [45, 67], "mob": 45, "9356705927336156": 45, "shishou": 45, "8933000384412466": 45, "BUT": 45, "8730931912907247": 45, "oh": 45, "8417627579351514": 45, "mirror": 45, "7366019454049503": 45, "el": 45, "gato": 45, "iberico": 45, "7271127306351021": 45, "THAt": 45, "701928390168364": 45, "6965972578194936": 45, "chines": 45, "english": 45, "cannot": [45, 55, 57, 59, 69], "languag": 45, "func": [45, 87, 106], "japanes": [45, 67], "post_text": 45, "319": 45, "847": 45, "561": 45, "899": 45, "kancol": 45, "9130667787597329": 45, "552": 45, "811": 45, "791": 45, "921": 45, "1944": 45, "8566762346615406": 45, "820": 45, "558": 45, "850": 45, "fleet": 45, "collect": [45, 66], "8100635458911772": 45, "235": 45, "904": 45, "855": 45, "1009": 45, "\u6d77": 45, "6716076803280185": 45, "858": 45, "808": 45, "tsu": 45, "ka": 45, "NO": 45, "u": [45, 109], "mi": 45, "de": 45, "654507230718228": 45, "209": 45, "507": 45, "2888084133529467": 45, "japan_pp": 45, "ocrv3_rec": 45, "9230690942939336": 45, "8564870717047623": 45, "\u3044\u3064\u304b\u3042\u306e\u6d77\u3067": 45, "8061289060358996": 45, "8045396777081609": 45, "7311649382696896": 45, "\u8266\u3068\u308c\u308c": 45, "6648729016512889": 45, "ocrv2_det": 45, "ocrv3_det": 45, "ocrv4_server_det": 45, "ch_ppocr_mobile_slim_v2": 45, "0_det": 45, "ch_ppocr_mobile_v2": 45, "ch_ppocr_server_v2": 45, "en_pp": 45, "arabic_pp": 45, "ocrv2_rec": 45, "ocrv4_server_rec": 45, "0_rec": 45, "chinese_cht_pp": 45, "cyrillic_pp": 45, "devanagari_pp": 45, "en_number_mobile_v2": 45, "ka_pp": 45, "korean_pp": 45, "latin_pp": 45, "ta_pp": 45, "te_pp": 45, "dimens": [46, 59], "max_siz": [46, 57, 58, 59], "longer": 46, "after": [46, 59, 74, 79, 82], "1280": 46, "720": 46, "new_img": 46, "600": 46, "337": 46, "obscur": 47, "regist": [47, 48, 57, 58, 59], "rectangular": 47, "967": [47, 48], "143": [47, 48], "1084": [47, 48], "261": [47, 48], "246": [47, 48], "208": [47, 48], "331": [47, 48], "287": [47, 48], "662": [47, 48], "466": [47, 48], "705": [47, 48], "514": [47, 48], "479": [47, 48], "283": [47, 48], "326": [47, 48], "color_black": 47, "radiu": 47, "emoji": [47, 48], "penis": 47, "vagina": 47, "serv": [47, 59, 74], "foundat": 47, "inherit": [47, 59], "within": [47, 67, 74, 82], "fill": 47, "color_default": 47, "green": 47, "color_green": 47, "ffff00": 47, "color_ffff00": 47, "blur_4": 47, "blur_8": 47, "blur_12": 47, "pixelate_4": 47, "pixelate_8": 47, "pixelate_12": 47, "cl": 47, "arg": 47, "subclass": 47, "keyerror": 47, "alreadi": 47, "exist": [47, 68, 88, 91], "angl": 48, "end": [48, 67], "censor_area": [48, 49], "ratio_threshold": 48, "minimum": [48, 54, 60, 62], "total": [48, 107, 108], "star": [48, 79], "register_censor_method": [48, 49], "smiling_face_with_heart": 48, "twitter": 48, "appl": 48, "googl": 48, "microsoft": 48, "samsung": 48, "whatsapp": 48, "facebook": 48, "messeng": 48, "joypixel": 48, "openmoji": 48, "emojidex": 48, "mozilla": 48, "express": 48, "code": [48, 64, 79, 82], "_emojistyletyp": 48, "emoji_default": 48, "cat_fac": 48, "emoji_green": 48, "grinning_face_with_sweat": 48, "emoji_liuhanhuangd": 48, "minim": 48, "abl": [48, 55], "prefix": [48, 73, 78], "sum": 48, "cx": 48, "mass": 48, "occlus": 48, "cy": 48, "find_for_area": 48, "rectangl": 48, "corner": 48, "factor": [48, 59], "align": [49, 106], "align_maxs": 49, "censor_": [49, 106], "censor_nsfw": 49, "basecensor": 49, "colorcensor": 49, "blurcensor": 49, "pixelatecensor": 49, "imgcensor": [49, 106], "imagebasedcensor": 49, "emojibasedcensor": 49, "singleimag": 49, "squeez": [49, 106], "squeeze_with_transpar": 49, "fit": 50, "tightli": 50, "interest": 50, "jerry_with_spac": 50, "median_filt": 50, "median": 50, "kernel": 50, "larger": [50, 54, 84], "disabl": 50, "keypoint": [51, 52, 53, 54], "idea": 51, "research": 51, "auto_detect": 51, "out_bbox": 51, "person_detect_cfg": 51, "op18keypointset": [51, 53, 54], "rtmpose": 51, "config": [51, 58, 106, 109], "foot": [51, 52], "hand1": 51, "hand2": 51, "op18_visu": [51, 53], "0x7f5ca933f3d0": 51, "axesimag": 51, "0x7f5c98069790": 51, "all_": 52, "openpos": [52, 67], "op18": [52, 54], "__mul__": 52, "multipli": 52, "scalar": 52, "__truediv__": 52, "divisor": 52, "left_foot": 52, "left_hand": 52, "right_foot": 52, "right_hand": 52, "enum": 52, "enumer": 52, "symbol": [52, 79, 82], "make": [52, 57, 76, 86, 94, 98, 100], "readabl": [52, 82], "categor": 52, "nose": 52, "neck": 52, "elbow": 52, "wrist": 52, "ankl": 52, "ear": [52, 73, 80], "member": 52, "right_should": 52, "right_elbow": 52, "right_wrist": 52, "left_should": 52, "left_elbow": 52, "left_wrist": 52, "right_hip": 52, "right_kne": 52, "right_ankl": 52, "left_hip": 52, "left_kne": 52, "left_ankl": 52, "right_ey": 52, "left_ey": 52, "right_ear": 52, "left_ear": 52, "left_big_to": 52, "left_small_to": 52, "left_heel": 52, "right_big_to": 52, "right_small_to": 52, "right_heel": 52, "__int__": 52, "truncat": [52, 96, 106], "zero": 52, "must": [52, 73, 105], "preced": 52, "surround": 52, "whitespac": [52, 76], "36": [52, 59], "0b100": 52, "91": [52, 59], "112": 52, "92": [52, 59, 80], "113": [52, 59], "dwpose": [53, 106], "dwpose_estim": 53, "openpose18": 53, "op18_body_max": 53, "op18_body_min": 53, "op18_face_max": 53, "op18_face_min": 53, "op18_left_foot_max": 53, "op18_left_foot_min": 53, "op18_left_hand_max": 53, "op18_left_hand_min": 53, "op18_right_foot_max": 53, "op18_right_foot_min": 53, "op18_right_hand_max": 53, "op18_right_hand_min": 53, "keypoints_list": 54, "min_edge_s": 54, "draw_bodi": 54, "draw_hand": 54, "draw_feet": 54, "draw_fac": 54, "drawn": 54, "shorter": 54, "connect": 54, "ellips": 54, "facial": [54, 73, 90], "pars": [55, 57, 58, 66, 67, 106], "parser": [55, 57, 58, 67], "try": 55, "notparsetarget": 56, "register_pillow_transform": 56, "register_pillow_pars": 56, "create_pillow_transform": 56, "parse_pillow_transform": 56, "register_torchvision_transform": 56, "register_torchvision_pars": 56, "create_torchvision_transform": 56, "parse_torchvision_transform": 56, "register_creators_for_transform": 56, "notprocessortypeerror": 56, "create_transforms_from_transform": 56, "is_valid_size_dict": 56, "convert_to_size_dict": 56, "get_size_dict": 56, "create_clip_transform": 56, "create_transforms_from_clip_processor": 56, "create_convnext_transform": 56, "create_transforms_from_convnext_processor": 56, "create_vit_transform": 56, "create_transforms_from_vit_processor": 56, "create_siglip_transform": 56, "create_transforms_from_siglip_processor": 56, "create_bit_transform": 56, "create_transforms_from_bit_processor": 56, "create_blip_transform": 56, "create_transforms_from_blip_processor": 56, "create_mobilenetv2_transform": 56, "create_transforms_from_mobilenetv2_processor": 56, "tensor": [57, 58, 59, 68], "composit": [57, 59], "machin": [57, 86], "learn": [57, 86], "compos": [57, 58, 59], "sequenc": [57, 59, 73], "pillowcompos": [57, 59], "sequenti": 57, "decor": [57, 58, 59, 85], "facilit": 57, "creator": [57, 59], "tvalu": [57, 58], "describ": 57, "interpol": [57, 58, 59], "bicub": [57, 58, 59], "pillowres": [57, 59], "antialia": [57, 58, 59], "bilinear": [57, 58], "center_crop": [57, 58], "pillowcentercrop": [57, 59], "pillowtotensor": [57, 59], "maybe_to_tensor": [57, 58], "pillowmaybetotensor": 57, "std": [57, 58, 59], "pillownorm": [57, 59], "456": [57, 58], "406": [57, 58], "229": [57, 58], "225": [57, 58], "48500001430511475": 57, "4560000002384186": 57, "4059999883174896": 57, "2290000021457672": 57, "2240000069141388": 57, "22499999403953552": 57, "framework": 58, "extend": 58, "centercrop": 58, "totensor": 58, "maybetotensor": 58, "4850": 58, "4560": 58, "4060": 58, "2290": 58, "2240": 58, "2250": 58, "timm": 58, "interpolationmod": 58, "processor": [59, 107, 108], "vitimageprocessor": 59, "5906": 59, "33": 59, "donutimageprocessor": 59, "1901": 59, "70": [59, 83], "detrimageprocessor": 59, "1575": 59, "86": [59, 73], "clipimageprocessor": 59, "1374": 59, "73": 59, "videomaeimageprocessor": 59, "1093": 59, "convnextimageprocessor": 59, "648": 59, "65": 59, "segformerimageprocessor": 59, "533": 59, "00": 59, "beitimageprocessor": 59, "468": 59, "63": 59, "siglipimageprocessor": 59, "440": 59, "48": 59, "layoutlmv3imageprocessor": 59, "403": 59, "layoutlmv2imageprocessor": 59, "332": 59, "87": 59, "mllamaimageprocessor": 59, "qwen2vlimageprocessor": 59, "314": 59, "77": 59, "blipimageprocessor": 59, "276": 59, "55": 59, "idefics2imageprocessor": 59, "226": 59, "llavanextimageprocessor": 59, "215": 59, "bitimageprocessor": 59, "210": 59, "pix2structimageprocessor": 59, "conditionaldetrimageprocessor": 59, "53": 59, "samimageprocessor": 59, "52": 59, "deitimageprocessor": 59, "mask2formerimageprocessor": 59, "89": 59, "50": 59, "vivitimageprocessor": 59, "88": 59, "yolosimageprocessor": 59, "84": 59, "47": 59, "viltimageprocessor": 59, "41": 59, "detaimageprocessor": 59, "68": 59, "38": 59, "pixtralimageprocessor": 59, "mobilenetv2imageprocessor": 59, "mobilevitimageprocessor": 59, "61": 59, "34": [59, 107, 108], "dptimageprocessor": 59, "maskformerimageprocessor": 59, "28": 59, "nougatimageprocessor": 59, "ideficsimageprocessor": 59, "rtdetrimageprocessor": 59, "efficientnetimageprocessor": 59, "40": [59, 67], "deformabledetrimageprocessor": 59, "idefics3imageprocessor": 59, "fuyuimageprocessor": 59, "videollavaimageprocessor": 59, "pvtimageprocessor": 59, "09": 59, "oneformerimageprocessor": 59, "mobilenetv1imageprocessor": 59, "07": [59, 98, 99, 100, 103], "owlv2imageprocessor": 59, "chineseclipimageprocessor": 59, "efficientformerimageprocessor": 59, "llavaonevisionimageprocessor": 59, "swin2srimageprocessor": 59, "vithybridimageprocessor": 59, "owlvitimageprocessor": 59, "04": 59, "groundingdinoimageprocessor": 59, "03": 59, "perceiverimageprocessor": 59, "chameleonimageprocessor": 59, "levitimageprocessor": 59, "vitmatteimageprocessor": 59, "extens": [59, 74], "tri": 59, "def": [59, 85], "hasattr": 59, "feature_extractor": 59, "encount": 59, "becaus": 59, "until": 59, "successfulli": 59, "imageprocessor": 59, "autoimageprocessor": 59, "from_pretrain": 59, "openai": 59, "vit": 59, "patch32": 59, "pillowconvertrgb": 59, "48145467": 59, "4578275": 59, "40821072": 59, "26862955": 59, "2613026": 59, "2757771": 59, "size_dict": 59, "shortest_edg": 59, "invalid_kei": 59, "default_to_squar": 59, "height_width_ord": 59, "constraint": 59, "els": [59, 67, 107, 108], "incompat": 59, "longest_edg": 59, "param_nam": 59, "entri": 59, "conform": 59, "messag": [59, 83], "do_res": 59, "do_center_crop": 59, "crop_siz": 59, "do_rescal": 59, "rescale_factor": 59, "00392156862745098": 59, "do_norm": 59, "image_mean": 59, "image_std": 59, "do_convert_rgb": 59, "rescal": 59, "deviat": 59, "clipprocessor": 59, "crop_pct": 59, "tailor": 59, "convnext": 59, "percentag": 59, "prepar": 59, "replic": 59, "build": [59, 74, 82], "blip": 59, "255": 59, "openai_clip_mean": 59, "openai_clip_std": 59, "accord": 59, "behavior": 59, "mobilenetv2": 59, "per": 59, "equival": 59, "bg": 60, "strict_level": 60, "min_select": 60, "min_width": 60, "min_height": 60, "min_resolut": 60, "strict": [60, 94, 100], "get_imag": 60, "get_image_fil": 60, "list_image_fil": 60, "random_imag": 60, "randomli": 60, "random_image_fil": 60, "8057": 60, "000000": 60, "000001": 60, "000002": 60, "000003": 60, "000004": 60, "home": 60, "dgh": [60, 68, 109], "2400x1600": 60, "0x7feb86ed5160": 60, "003258": 60, "400x400": 60, "0x7feb86a748b0": 60, "quickli": 61, "backgroundimageset": 61, "list_bg_image_fil": 61, "get_bg_image_fil": 61, "get_bg_imag": 61, "random_bg_image_fil": 61, "random_bg_imag": 61, "opencv": 62, "denois": [62, 67], "inspir": [62, 71, 75, 82, 102], "mf666": [62, 102], "mist": 62, "fucker": 62, "diameter_min": 62, "diameter_max": 62, "sigma_color_min": 62, "sigma_color_max": 62, "sigma_space_min": 62, "sigma_space_max": 62, "radius_min": 62, "radius_max": 62, "eps_min": 62, "eps_max": 62, "b_iter": 62, "g_iter": 62, "random": [62, 80], "bilater": 62, "guid": 62, "stage": 62, "preserv": 62, "diamet": 62, "sigma": 62, "space": [62, 71, 82], "window": [62, 67], "term": 62, "contrib": 62, "noisy_imag": 62, "cleaned_img": 62, "cleaned_imag": 62, "blurri": [63, 67], "noisi": 63, "nafnet": [63, 106], "scunet": [63, 64, 106], "adversari": [63, 106], "remove_adversarial_nois": 63, "restore_with_nafnet": 63, "restore_with_scunet": 63, "ve": 64, "gaussian": 64, "To": 64, "correctli": 64, "credibl": 64, "rgg": [64, 65], "red": [64, 73], "gopro": 64, "sidd": 64, "tile_s": [64, 65, 83], "tile_overlap": [64, 65, 83], "batch_siz": [64, 65, 83], "nafnetmodeltyp": 64, "tile": [64, 65, 83], "gan": 65, "128": 65, "scunetmodeltyp": 65, "automatic1111": 66, "stabl": [66, 67, 89, 109], "diffus": [66, 67, 89], "webui": [66, 67, 68], "novelai": 66, "sdwui": 66, "submodul": 66, "nai": [66, 106], "docstr": 66, "sdmetadata": 66, "parse_sdmeta_from_text": 66, "get_sdmeta_from_imag": 66, "save_image_with_sdmeta": 66, "read_metadata": 66, "save_with_metadata": 66, "naimetadata": 66, "get_naimeta_from_imag": 66, "add_naimeta_to_imag": 66, "save_image_with_naimeta": 66, "formatt": 67, "a1111": 67, "sd_metadata_simpl": 67, "sd_metadata_complex": 67, "prompt": 67, "neg_prompt": 67, "neg": 67, "__str__": 67, "sd1": 67, "extrem": 67, "delic": 67, "beauti": 67, "offici": 67, "global": [67, 105], "illumin": 67, "soft": 67, "shadow": 67, "super": 67, "light": 67, "novel": [67, 69], "4k": 67, "metal_textur": 67, "striped_background": 67, "rich": 67, "cg": 67, "uniti": 67, "8k": 67, "wallpap": 67, "unreal": 67, "sci": 67, "fi": 67, "fantasi": 67, "silver_skin": 67, "cut": [67, 73], "silver_impossible_bodysuit": 67, "gem_on_chest": 67, "cut_silver_mechanical_leotard": 67, "headgear": [67, 73], "1_girl": 67, "solo": [67, 72, 73, 74, 75, 79, 80, 81, 82], "slim_waist": 67, "hair": [67, 73], "long": 67, "lumin": 67, "medium_breast": [67, 81], "indistinct_camelto": 67, "flat_crotch": 67, "coquettish": 67, "squint": 67, "evil_smil": 67, "dark_persona": 67, "mouth": 67, "wet": 67, "slim_fac": 67, "tall_girl": 67, "matur": 67, "mature_fac": 67, "slim_figur": 67, "slim_leg": 67, "groin": 67, "bare_thigh": 67, "easyneg": 67, "sketch": 67, "ugli": 67, "huge": 67, "logo": 67, "monochrom": [67, 93, 96, 106], "bad": 67, "mutat": 67, "horror": 67, "geometri": 67, "bad_prompt": 67, "miss": 67, "finger": 67, "limb": 67, "anatomi": 67, "interlock": 67, "digit": 67, "arm": 67, "2girl": 67, "deform": 67, "artist": 67, "blush": [67, 74, 75, 79, 82], "lipstick": 67, "skindent": 67, "tie": 67, "big_breast": 67, "thighhigh": [67, 74], "pubic_hair": [67, 73], "3d": [67, 91], "realist": 67, "slip": [67, 76], "head_out_of_fram": 67, "curvi": 67, "sampler": 67, "ddim": 67, "cfg": 67, "seed": 67, "3827064803": 67, "512x848": 67, "hash": 67, "eb49192009": 67, "anidosmix": 67, "skip": 67, "new_imag": 67, "let": 67, "what": 67, "nslim_fac": 67, "848": 67, "_sdmeta_text": 67, "directli": 67, "starri": 67, "night": 67, "daylight": 67, "euler": 67, "sd2": 67, "1girl": [67, 72, 73, 74, 75, 76, 79, 80, 81, 82], "blue": 67, "footwear": 67, "shoe": 67, "bang": [67, 73, 74, 79, 82], "indoor": 67, "sleev": 67, "ahog": [67, 73, 74, 75, 79, 82], "dress": [67, 73], "pot": 67, "plant": 67, "bag": [67, 74, 75, 79, 82], "bun": [67, 73], "lora": 67, "bluearchive10": 67, "bluearchiv": 67, "neg1": 67, "dpm": 67, "2m": 67, "sde": 67, "karra": 67, "2647703743": 67, "768x768": 67, "72bd94132e": 67, "cutemix": 67, "strength": 67, "controlnet": 67, "control_v11p_sd15_openpos": 67, "cab727d4": 67, "weight": 67, "perfect": 67, "param": 67, "hire": 67, "upscal": [67, 106], "latent": 67, "ti": 67, "339cc9210f70": 67, "66a7279a88dd": 67, "info": 67, "underli": [67, 85], "sd_meta": 67, "scope": 67, "dst_file": [67, 69], "webp": 67, "systemerror": [67, 69], "input_imag": 67, "output_imag": 67, "a41": 68, "safetensor": 68, "torch": 68, "command": [68, 109], "pip": [68, 109], "_check_env": 68, "model_fil": 68, "key1": 68, "value1": 68, "key2": 68, "value2": 68, "src_model_fil": 68, "dst_model_fil": 68, "new_metadata": 68, "john": 68, "doe": [68, 72, 80, 94, 100], "input_model": 68, "output_model": 68, "softwar": 69, "generation_tim": 69, "dataclass": 69, "encapsul": 69, "taken": 69, "alia": 69, "success": [69, 109], "add_lsb_meta": 69, "save_metainfo": 69, "metainfo": 69, "prefer": 69, "isneti": [70, 106], "get_isnetis_mask": 70, "segment_with_isneti": 70, "segment_rgba_with_isneti": 70, "co": 71, "seg": 71, "1024": [71, 82], "app": 71, "l8": 71, "00ff00": 71, "mask_": 71, "image_": 71, "hutao_seg": 71, "skadi": [71, 74, 75, 79, 82], "skadi_seg": 71, "drop": [72, 73, 74, 79, 81, 82], "cosplai": 72, "no_eyewear": 72, "eyewear": [72, 73], "span": [72, 73], "matter": [72, 73], "red_hair": [72, 73, 80, 81], "use_preset": 72, "custom_blacklist": 72, "onlin": 72, "preset": 72, "ones": 72, "neither": [72, 73], "nor": [72, 73], "anal_hair": 73, "anal_tail": 73, "arm_behind_head": 73, "arm_hair": 73, "arm_under_breast": 73, "arms_behind_head": 73, "bird_on_head": 73, "blood_in_hair": 73, "breasts_on_glass": 73, "breasts_on_head": 73, "cat_on_head": 73, "closed_ey": 73, "clothed_female_nude_femal": 73, "clothed_female_nude_mal": 73, "clothed_male_nude_femal": 73, "clothes_between_breast": 73, "cream_on_fac": 73, "drying_hair": 73, "empty_ey": 73, "face_to_breast": 73, "food_on_fac": 73, "food_on_head": 73, "game_boi": 73, "grabbing_anoth": 73, "s_hair": 73, "grabbing_own_breast": 73, "gun_to_head": 73, "head_between_breast": 73, "heart_in_ey": 73, "multiple_boi": 73, "multiple_girl": 73, "object_on_breast": 73, "object_on_head": 73, "paint_splatter_on_fac": 73, "parted_lip": [73, 74, 75, 79, 82], "penis_on_fac": 73, "person_on_head": 73, "pokemon_on_head": 73, "rabbit_on_head": 73, "rice_on_fac": 73, "severed_head": 73, "star_in_ey": 73, "sticker_on_fac": 73, "tentacles_on_mal": 73, "tying_hair": 73, "built": [73, 85], "mutabl": 73, "constructor": 73, "empti": 73, "hold": [73, 74, 75, 79, 82], "futa": 73, "cum": 73, "rub": 73, "shade": 73, "plai": 73, "drill": 73, "skin": 73, "sidelock": 73, "twintail": [73, 74, 75, 79, 82], "braid": 73, "afro": 73, "bald": 73, "dreadlock": 73, "ponytail": 73, "updo": 73, "beard": 73, "mustach": 73, "pointi": 73, "horn": 73, "tail": 73, "ornament": 73, "hairband": 73, "pupil": 73, "bow": [73, 74, 75], "headwear": 73, "ribbon": [73, 75, 79], "crown": 73, "cap": 73, "hairclip": [73, 79], "mole": 73, "halo": 73, "fluff": 73, "flower": [73, 74, 75, 79, 82], "glass": [73, 76], "fang": 73, "boi": 73, "beret": 73, "heterochromia": 73, "headdress": 73, "eyepatch": 73, "headphon": 73, "eyebrow": 73, "eyelash": 73, "sunglass": 73, "intak": 73, "scrunchi": 73, "ear_pierc": 73, "headband": 73, "ring": 73, "under_mouth": 73, "freckl": 73, "lip": 73, "eyelin": 73, "eyeshadow": 73, "tassel": 73, "whitelist_suffix": 73, "whitelist_prefix": 73, "whitelist_word": 73, "suffix": [73, 78], "pool": 73, "whitelist": 73, "blacklist": [73, 77, 106], "singular": 73, "plural": 73, "chair": 73, "whole": 73, "word": 73, "hear": 73, "72": 73, "outdat": 74, "anymor": 74, "baselin": 74, "practic": 74, "use_real_nam": [74, 79], "general_threshold": [74, 75, 82], "character_threshold": [74, 75, 82], "drop_overlap": [74, 75, 79, 82], "real": [74, 79, 96, 106], "renam": [74, 79], "redirect": [74, 79], "mani": [74, 79], "websit": [74, 79], "rate": [74, 75, 82, 94, 96, 106], "char": [74, 75, 82], "9897817373275757": 74, "question": [74, 75, 82, 94], "010265946388244629": 74, "explicit": [74, 75, 82, 94], "2809715270996094e": 74, "9939777851104736": 74, "5032387375831604": 74, "black_bord": 74, "9943548440933228": 74, "black_glov": [74, 75, 79, 82], "5011609792709351": 74, "blue_ski": [74, 75, 79, 82], "6877802610397339": 74, "5543792843818665": 74, "8268730640411377": 74, "cloud": [74, 75, 79, 82], "8504303693771362": 74, "cowboy_shot": [74, 75, 79, 82], "6008237600326538": 74, "crop_top": [74, 75, 79, 82], "6635787487030029": 74, "dai": [74, 75, 79, 82], "8496965765953064": 74, "glove": [74, 75, 79, 82], "6107005476951599": 74, "hair_between_ey": [74, 75, 79, 82], "668294370174408": 74, "5619469285011292": 74, "holding_baseball_bat": [74, 75, 79, 82], "5141720771789551": 74, "letterbox": 74, "long_hair": [74, 75, 79, 81, 82], "9884189963340759": 74, "looking_at_view": [74, 75, 79, 82], "5673105120658875": 74, "midriff": [74, 75, 79, 82], "6290556192398071": 74, "navel": [74, 75, 79, 82], "9631235003471375": 74, "no_hat": [74, 75, 79], "7978747487068176": 74, "no_headwear": [74, 75, 79, 82], "7577926516532898": 74, "outdoor": [74, 75, 79, 82], "7118550539016724": 74, "5452839136123657": 74, "pillarbox": 74, "9841411709785461": 74, "red_ey": [74, 75, 79, 82], "958786129951477": 74, "shirt": [74, 75, 79, 82], "6720131039619446": 74, "short_sleev": [74, 75, 79, 82], "7077711820602417": 74, "silver_hair": [74, 75, 79], "6673924326896667": 74, "sky": [74, 75, 79, 82], "8709812760353088": 74, "9614333510398865": 74, "sportswear": [74, 75, 79, 82], "7786177396774292": 74, "6842771172523499": 74, "sweat": [74, 75, 79, 82], "9076308012008667": 74, "thigh": [74, 75, 79, 82], "580970823764801": 74, "skadi_": [74, 75, 82], "arknight": [74, 75, 82], "9633345007896423": 74, "9988503456115723": 74, "001651763916015625": 74, "00012505054473876953": 74, "9829280972480774": 74, "894218385219574": 74, "8733789920806885": 74, "backpack": [74, 75, 79, 82], "6322951316833496": 74, "9987058639526367": 74, "bag_charm": [74, 75], "9754379987716675": 74, "6810564994812012": 74, "9708781838417053": 74, "6356008052825928": 74, "5633733868598938": 74, "brick_wal": 74, "5315935611724854": 74, "brown_hair": [74, 75, 79, 82], "9397273659706116": 74, "9229896664619446": 74, "charm_": [74, 75], "9006357789039612": 74, "citi": 74, "9020784497261047": 74, "cityscap": 74, "9547432661056519": 74, "5296419262886047": 74, "8253412246704102": 74, "5619839429855347": 74, "hair_flow": [74, 75, 79, 82], "8277763724327087": 74, "hair_orna": [74, 75, 79, 82], "9356368780136108": 74, "hair_ribbon": [74, 75, 79], "5288072824478149": 74, "jacket": [74, 75, 79, 82], "6336134076118469": 74, "9703260064125061": 74, "8188960552215576": 74, "phone_screen": 74, "9579574465751648": 74, "9954615235328674": 74, "plaid": [74, 75, 79], "9725285172462463": 74, "plaid_skirt": [74, 75, 79], "9638455510139465": 74, "pleated_skirt": [74, 75, 79, 82], "7226815819740295": 74, "5321241021156311": 74, "red_nail": [74, 79], "5493080615997314": 74, "school_bag": [74, 75], "9863407611846924": 74, "school_uniform": [74, 75, 79, 82], "6794284582138062": 74, "5062428116798401": 74, "shoulder_bag": 74, "9325523972511292": 74, "skirt": [74, 75, 79, 82], "92237788438797": 74, "skyscrap": 74, "7728171348571777": 74, "sleeves_past_wrist": [74, 75, 79], "7257086038589478": 74, "smile": [74, 75, 79, 82], "5357837080955505": 74, "6939404010772705": 74, "7054293155670166": 74, "tongu": [74, 75, 79, 82], "9990814924240112": 74, "tongue_out": [74, 75, 79, 82], "9992498755455017": 74, "5012534260749817": 74, "very_long_hair": [74, 75, 79, 81, 82], "7461410164833069": 74, "lagpixellol": 75, "deepgelbooru_onnx": 75, "categori": [75, 90, 98], "dim": [75, 82], "9986732006072998": 75, "0013858973979949951": 75, "315376281738281e": 75, "9972434639930725": 75, "basebal": [75, 82], "5982598662376404": 75, "baseball_bat": [75, 79, 82], "6429562568664551": 75, "bike_short": 75, "36296138167381287": 75, "8308937549591064": 75, "black_shirt": [75, 79, 82], "7388008832931519": 75, "6039759516716003": 75, "30909663438796997": 75, "9694308042526245": 75, "6422968506813049": 75, "5898381471633911": 75, "8145260810852051": 75, "652222216129303": 75, "dolphin_short": 75, "466494083404541": 75, "7183809280395508": 75, "6753682494163513": 75, "7302790880203247": 75, "6649775505065918": 75, "large_breast": [75, 79, 82], "8446108102798462": 75, "98187655210495": 75, "8140730857849121": 75, "6360533833503723": 75, "9635934829711914": 75, "33370012044906616": 75, "44239571690559387": 75, "7891374826431274": 75, "6471294164657593": 75, "9958090782165527": 75, "8736815452575684": 75, "872096061706543": 75, "5640895366668701": 75, "5049663186073303": 75, "8832778930664062": 75, "9687467813491821": 75, "sports_bra": 75, "3659853935241699": 75, "9309735298156738": 75, "49939480423927307": 75, "stomach": [75, 79, 82], "446407288312912": 75, "809670090675354": 75, "6560589075088501": 75, "47956040501594543": 75, "9832853674888611": 75, "9994162321090698": 75, "0008397102355957031": 75, "00035390257835388184": 75, "9926226139068604": 75, "899387001991272": 75, "34215790033340454": 75, "5701972246170044": 75, "9512913227081299": 75, "6664570569992065": 75, "5614628791809082": 75, "33615976572036743": 75, "5770801305770874": 75, "987317681312561": 75, "37286585569381714": 75, "cardigan": [75, 79], "36409223079681396": 75, "7329680919647217": 75, "collared_shirt": [75, 79], "5924292206764221": 75, "4344901144504547": 75, "7465001344680786": 75, "5225946307182312": 75, "6976451873779297": 75, "9265321493148804": 75, "34527891874313354": 75, "6675043106079102": 75, "9096828699111938": 75, "long_sleev": [75, 79, 82], "41341525316238403": 75, "8418735265731812": 75, "miniskirt": [75, 79], "3675632178783417": 75, "nail_polish": [75, 79], "5284417867660522": 75, "open_cloth": [75, 79], "30296844244003296": 75, "48789578676223755": 75, "36596980690956116": 75, "7759367227554321": 75, "6535028219223022": 75, "8975257873535156": 75, "36911237239837646": 75, "4171145558357239": 75, "3942635953426361": 75, "6772940754890442": 75, "9397937655448914": 75, "5207280516624451": 75, "4673041105270386": 75, "9118321537971497": 75, "9967410564422607": 75, "9970728158950806": 75, "8419480323791504": 75, "6489560604095459": 75, "white_shirt": [75, 79], "6217572689056396": 75, "underscor": [76, 82], "convent": 76, "restor": [76, 106], "use_spac": 76, "use_escap": 76, "include_scor": 76, "score_descend": 76, "_": 76, "escap": 76, "unsaf": 76, "sort": [76, 80], "descend": 76, "panty_pul": 76, "6826801300048828": 76, "958938717842102": 76, "drinking_glass": 76, "9340789318084717": 76, "areola_slip": 76, "41196826100349426": 76, "9988248348236084": 76, "drink": 76, "pull": 76, "areola": 76, "999": 76, "959": 76, "934": 76, "683": 76, "412": 76, "mldanbooru": [77, 106], "get_mldanbooru_tag": 77, "wd14": [77, 79, 106], "get_wd14_tag": [77, 79], "convert_wd14_emb_to_predict": 77, "denormalize_wd14_emb": 77, "deepdanbooru": [77, 79, 106], "get_deepdanbooru_tag": [77, 79], "deepgelbooru": [77, 106], "get_deepgelbooru_tag": 77, "add_underlin": 77, "remove_underlin": 77, "tags_to_text": 77, "drop_overlap_tag": 77, "is_blacklist": 77, "drop_blacklisted_tag": 77, "char_whitelist_suffix": 77, "char_whitelist_prefix": 77, "char_whitelist_word": 77, "char_suffix": 77, "char_prefix": 77, "charactertagpool": 77, "is_basic_character_tag": 77, "drop_basic_character_tag": 77, "sort_tag": 77, "tag_match_suffix": 77, "tag_match_prefix": 77, "tag_match_ful": 77, "t1": 78, "t2": 78, "fulli": 78, "ml": 79, "448": 79, "keep_ratio": 79, "9999984502792358": [79, 101], "9999946355819702": 79, "9994951486587524": 79, "998144268989563": 79, "9978417158126831": 79, "9941409230232239": 79, "9799384474754333": 79, "979142427444458": 79, "961823582649231": 79, "961323618888855": 79, "9490893483161926": 79, "9450850486755371": 79, "9425153136253357": 79, "9409335255622864": 79, "9319437146186829": 79, "9265308976173401": 79, "9259042143821716": 79, "922250509262085": 79, "9199565052986145": 79, "9175475835800171": 79, "9102761745452881": 79, "9076938629150391": 79, "9052775502204895": 79, "8938589692115784": 79, "8894285559654236": 79, "8891903162002563": 79, "8845980763435364": 79, "8842408061027527": 79, "8659475445747375": 79, "862621009349823": 79, "8616052865982056": 79, "8562789559364319": 79, "short_short": [79, 82], "8555729389190674": 79, "8533340096473694": 79, "black_short": [79, 82], "8477485775947571": 79, "8430152535438538": 79, "tied_long_hair": [79, 82], "8340626955032349": 79, "crop_top_overhang": 79, "8266023397445679": 79, "8222048282623291": 79, "8202669620513916": 79, "8061150312423706": 79, "ass_visible_through_thigh": [79, 82], "7803354859352112": 79, "thigh_gap": [79, 82], "7789446711540222": 79, "arms_up": 79, "7052110433578491": 79, "9999866485595703": 79, "997043788433075": 79, "9969649910926819": 79, "9957101345062256": 79, "9928386807441711": 79, "9886980056762695": 79, "9864778518676758": 79, "ghost": [79, 82], "9769423007965088": 79, "9747489094734192": 79, "9736957550048828": 79, "9388670325279236": 79, "9356311559677124": 79, "91000896692276": 79, "8955123424530029": 79, "8910233378410339": 79, "8904104828834534": 79, "8881211280822754": 79, "8876776695251465": 79, "8864808678627014": 79, "8810517191886902": 79, "8798807263374329": 79, "8765745162963867": 79, "8737136125564575": 79, "8650439381599426": 79, "8613706827163696": 79, "blue_cardigan": 79, "8571277260780334": 79, "8333670496940613": 79, "8160212635993958": 79, "eyebrows_visible_through_hair": 79, "8122442364692688": 79, "8091571927070618": 79, "8082079887390137": 79, "8048468232154846": 79, "8042327165603638": 79, "7984272241592407": 79, "blazer": [79, 82], "794708251953125": 79, "78981614112854": 79, "7892146110534668": 79, "shaped_pupil": [79, 82], "7867060899734497": 79, "gradient_hair": 79, "786359965801239": 79, "7790888547897339": 79, "brown_skirt": 79, "7760675549507141": 79, "774523913860321": 79, "7721588015556335": 79, "7697228789329529": 79, "755959689617157": 79, "multicolored_hair": 79, "7477189898490906": 79, "7476690411567688": 79, "rail": 79, "7476617693901062": 79, "blue_jacket": 79, "7458406090736389": 79, "741143524646759": 79, "7364678978919983": 79, "7193643450737": 79, "red_neckwear": 79, "7108616828918457": 79, "7086325287818909": 79, "7055293321609497": 79, "7039415836334229": 79, "7018357515335083": 79, "shuffl": 80, "count": [80, 107, 108], "2boi": 80, "cat_ear": 80, "uniqu": 80, "8849405313291128": 81, "8548297594823425": 81, "03910296474461261": 81, "6615180440330748": 81, "21552028866308015": 81, "3165260620737027": 81, "47744464927382957": 81, "tagger": 82, "smilingwolf": 82, "wd": 82, "swinv2_v3": 82, "general_mcut_en": 82, "character_mcut_en": 82, "no_underlin": 82, "mcut": 82, "replac": 82, "index": [82, 109], "follw": 82, "valuabl": 82, "enabl": 82, "rapid": 82, "queri": 82, "0011444687843322754": 82, "8876402974128723": 82, "106781005859375": 82, "000277101993560791": 82, "997527003288269": 82, "9797663688659668": 82, "9905703663825989": 82, "9761719703674316": 82, "8981098532676697": 82, "8810765743255615": 82, "9498510360717773": 82, "8377365469932556": 82, "945058286190033": 82, "9457170367240906": 82, "969594419002533": 82, "7881088852882385": 82, "7687551379203796": 82, "9301245212554932": 82, "6703325510025024": 82, "white_hair": 82, "5292627811431885": 82, "8677047491073608": 82, "grey_hair": 82, "5859264731407166": 82, "9536856412887573": 82, "8056888580322266": 82, "8394746780395508": 82, "9473626613616943": 82, "8986269235610962": 82, "9385137557983398": 82, "8408567905426025": 82, "alternate_costum": 82, "4245271384716034": 82, "931140661239624": 82, "8830795884132385": 82, "7279844284057617": 82, "artist_nam": 82, "5333830714225769": 82, "64717698097229": 82, "9516432285308838": 82, "9655293226242065": 82, "9485014081001282": 82, "7366660833358765": 82, "7161656618118286": 82, "5858667492866516": 82, "6186309456825256": 82, "41193312406539917": 82, "467605859041214": 82, "36282333731651306": 82, "3756745457649231": 82, "motion_blur": 82, "5091936588287354": 82, "951993465423584": 82, "5634750723838806": 82, "8232709169387817": 82, "9869340658187866": 82, "49491602182388306": 82, "5193622708320618": 82, "003406703472137451": 82, "0007208287715911865": 82, "9798132181167603": 82, "8046203851699829": 82, "7596215009689331": 82, "7620116472244263": 82, "46084529161453247": 82, "48454540967941284": 82, "5152207016944885": 82, "8023070096969604": 82, "8653596639633179": 82, "7201820611953735": 82, "7816740870475769": 82, "697688639163971": 82, "8974947333335876": 82, "7491052746772766": 82, "5015512704849243": 82, "6401398181915283": 82, "43420469760894775": 82, "4528769850730896": 82, "5730487704277039": 82, "6739872694015503": 82, "5545973181724548": 82, "6946243047714233": 82, "5487751364707947": 82, "7439308166503906": 82, "4186026453971863": 82, "47378358244895935": 82, "4690653085708618": 82, "7565015554428101": 82, "hu_tao_": 82, "genshin_impact": 82, "9262397289276123": 82, "boo_tao_": 82, "942080020904541": 82, "denorm": 82, "denormalizer_nam": 82, "mnum2_al": 82, "understand": 82, "redund": 82, "structur": [82, 106], "b": 82, "r": [82, 94, 100], "c": 82, "linalg": 82, "norm": 82, "approx": [82, 83], "1e": 82, "cdc_anime_onnx": 83, "realli": 83, "As": [83, 94, 100], "1024x1024": 83, "2060": 83, "gpu": 83, "cost": 83, "cpu": [83, 88, 107, 108], "experi": 83, "hgsr": 83, "mhr": 83, "aug_x4_320": 83, "cute_waifu_aroma": 83, "pngimageplugin": 83, "pngimagefil": 83, "1168x1168": 83, "0x7f0e8ca06880": 83, "4672x4672": 83, "0x7f0e48edb640": 83, "cdc": [84, 106], "upscale_with_cdc": 84, "lru_cach": 85, "wrap": 85, "synchron": 85, "prevent": 85, "race": 85, "condit": 85, "maxsiz": 85, "expensive_funct": 85, "expens": 85, "lock": [85, 105], "safeti": [85, 102], "multithread": 85, "my_funct": 85, "introduc": 85, "acquisit": 85, "critic": 85, "mathemat": 86, "activ": 86, "deep": 86, "problem": [86, 94, 100], "input_valu": 86, "frac": 86, "26894142": 86, "73105858": 86, "ts_lru_cach": 87, "get_onnx_provid": 87, "open_onnx_model": 87, "cudaexecutionprovid": 88, "cpuexecutionprovid": 88, "ckpt": 88, "inferencesess": 88, "onnx_mod": 88, "decid": 88, "linux": [88, 107, 108], "execut": [88, 107, 108], "ignor": 88, "cuda": [88, 107, 108], "forc": 88, "anime_ai_check": 89, "mobilenetv3_sce_dist": [89, 100, 104], "mainli": 89, "caformer_s36_plus_sc": 89, "graph": 89, "9996960163116455": 89, "9999125003814697": 89, "997803270816803": 89, "9960069060325623": 89, "9887709021568298": 89, "9998629093170166": 89, "0013722758740186691": 89, "00020673229300882667": 89, "0001895089662866667": 89, "0008857478387653828": 89, "552320024231449e": 89, "001168627175502479": 89, "bangumi": [90, 91], "vision": 90, "imageri": 90, "bangumi_char_typ": 90, "definit": [90, 97], "video": 90, "secondari": 90, "often": 90, "lack": 90, "lead": 90, "under": [90, 109], "three": 90, "judg": 90, "anime_portrait": [90, 96], "mobilenetv3_v0_dist": [90, 99, 103, 104], "9998525381088257": 90, "00012103465269319713": 90, "6464786313008517e": 90, "906112609314732e": 90, "06": [90, 91, 93, 98, 99, 100, 101, 103], "9997243285179138": 90, "0002490800397936255": 90, "7215803381986916e": 90, "354368557978887e": 90, "9998849630355835": 90, "90006631379947e": 90, "3920385754317977e": 90, "2084233276254963e": 90, "9998877048492432": 90, "732793503440917e": 90, "4264976925915107e": 90, "0623419257171918e": 90, "07076334953308105": 90, "9290977716445923": 90, "0001044218079186976": 90, "4467317163944244e": 90, "2568268832401372e": 90, "9999498128890991": 90, "1810528778587468e": 90, "879474429093534e": 90, "260669109295122e": 90, "9999510049819946": 90, "2321036592766177e": 90, "025227553938748e": 90, "4251427273848094e": 90, "999957799911499": 90, "4273678718600422e": 90, "6884023302263813e": 90, "880981603288092e": 90, "0002326338435523212": 90, "9996368885040283": 90, "164971561403945e": 90, "00020793956355191767": 90, "13438372313976288": 90, "8652494549751282": 90, "000158855298650451": 90, "000238816806813702": 90, "3589179217815399": 90, "6406960487365723": 90, "0001471740542910993": 90, "002255884697660804": 90, "08208147436380386": 90, "9152728915214539": 90, "00038967153523117304": 90, "227699592884164e": 90, "0835404282261152e": 90, "1437502406770363e": 90, "9999284744262695": 90, "2125529792683665e": 90, "0218892384727951e": 90, "00011914174683624879": 90, "9998584985733032": 90, "2007669283775613e": 90, "6357082131435163e": 90, "3068713896209374e": 90, "9999185800552368": 90, "066640925273532e": 90, "529400813335087e": 90, "089402500540018e": 90, "9999388456344604": 90, "6406959295272827": 90, "not_paint": 91, "anime_classif": 91, "older": 91, "mobilenetv3_v1": [91, 101], "5_dist": 91, "3_dist": 91, "plot": [91, 94, 100, 104], "caformer_s36_v1": 91, "3_focal": 91, "8346158862113953": 91, "004201625939458609": 91, "0028638991061598063": 91, "15633030235767365": 91, "001988308737054467": 91, "9868855476379395": 91, "001178382197394967": 91, "00015886101755313575": 91, "0005986307514831424": 91, "011178601533174515": 91, "9933090209960938": 91, "0012440024875104427": 91, "00040085514774546027": 91, "004924307577311993": 91, "00012189441622467712": 91, "00031298911198973656": 91, "9968050718307495": 91, "182305903872475e": 91, "0027923565357923508": 91, "7805559259140864e": 91, "0004650334012694657": 91, "996709942817688": 91, "736721191671677e": 91, "0027629584074020386": 91, "4619508621981367e": 91, "0003803370927926153": 91, "998649537563324": 91, "190127922105603e": 91, "0008622839814051986": 91, "595230686594732e": 91, "0004573142796289176": 91, "00031435859273187816": 91, "8671838641166687": 91, "13199880719184875": 91, "563074617180973e": 91, "153919796110131e": 91, "290010737255216e": 91, "9727378487586975": 91, "027150526642799377": 91, "162296004826203e": 91, "4933258828241378e": 91, "0004275702522136271": 91, "995402455329895": 91, "002233930164948106": 91, "001911122351884842": 91, "1603819727897644": 91, "0007561995880678296": 91, "00017044576816260815": 91, "838487982749939": 91, "0002034590725088492": 91, "005001617129892111": 91, "000932251859921962": 91, "009352140128612518": 91, "9846979379653931": 91, "6018555470509455e": 91, "004064667969942093": 91, "464051254326478e": 91, "025772539898753166": 91, "9699516296386719": 91, "00011656546121230349": 91, "287263775244355e": 91, "370255853951676e": 91, "01098843663930893": 91, "0031668643932789564": 91, "9857884049415588": 91, "499273488065228e": 91, "8419872251106426e": 91, "0003471920208539814": 91, "029472889378666878": 91, "9700765609741211": 91, "0012387704337015748": 91, "001172148622572422": 91, "787473391043022e": 91, "003680602880194783": 91, "9938107132911682": 91, "8346157073974609": 91, "8671836853027344": 91, "8384883403778076": 91, "9846979975700378": 91, "9700766801834106": 91, "greyscal": 92, "jpeg_ful": [92, 105], "6125901": 92, "6125785": [92, 105], "6124220": 92, "rough": [93, 94, 100], "polish": 93, "mobilenetv3_v2": 93, "2_dist": [93, 101], "910087929805741e": 93, "1241951510310173": 93, "8757457137107849": 93, "00018937293498311192": 93, "030049214139580727": 93, "9697614312171936": 93, "008933082222938538": 93, "05096456781029701": 93, "9401022791862488": 93, "009832272306084633": 93, "9898634552955627": 93, "00030428936588577926": 93, "013919820077717304": 93, "9819902181625366": 93, "004089969675987959": 93, "04166747257113457": 93, "9582782983779907": 93, "4218515288084745e": 93, "8849249482154846": 93, "1149177998304367": 93, "0001573085755808279": 93, "9907882809638977": 93, "008958994410932064": 93, "0002527958422433585": 93, "9831690788269043": 93, "01682441122829914": 93, "613856385229155e": 93, "8757458329200745": 93, "8849248290061951": 93, "million": 94, "anime_r": [94, 96], "boundari": [94, 100], "challeng": [94, 100], "clean": [94, 100], "judgment": [94, 100], "intend": [94, 100], "quick": [94, 100, 106], "estim": [94, 100], "basi": [94, 100], "mobilenetv3_large_100_v0_ls0": 94, "caformer_s36_v0_ls0": 94, "7508869767189026": 94, "7034655809402466": 94, "728887677192688": 94, "7404400110244751": 94, "7446154952049255": 94, "7514738440513611": 94, "768704354763031": 94, "8219676613807678": 94, "7267540693283081": 94, "7645740509033203": 94, "7216582894325256": 94, "7615436315536499": 94, "815083920955658": 94, "8321858644485474": 94, "8204999566078186": 94, "820833146572113": 94, "chdir": 94, "doc": 94, "api_doc": 94, "7508870363235474": 94, "11212056130170822": 94, "06781744956970215": 94, "06917501986026764": 94, "7034654021263123": 94, "15903906524181366": 94, "06688199192285538": 94, "07061357796192169": 94, "7288877964019775": 94, "1476859599351883": 94, "060362350195646286": 94, "06306383013725281": 94, "7404399514198303": 94, "10337048768997192": 94, "08087948709726334": 94, "07530999928712845": 94, "055992450565099716": 94, "7446154356002808": 94, "13191790878772736": 94, "06747424602508545": 94, "06458679586648941": 94, "10566363483667374": 94, "07827574014663696": 94, "07079866528511047": 94, "7687042951583862": 94, "09974884241819382": 94, "06074819341301918": 94, "050435908138751984": 94, "8219675421714783": 94, "0593985915184021": 94, "06819795072078705": 94, "06569571048021317": 94, "1177448257803917": 94, "726753830909729": 94, "08980562537908554": 94, "06481882929801941": 94, "06922297924757004": 94, "10138414055109024": 94, "06351721286773682": 94, "07683827728033066": 94, "13798624277114868": 94, "05942752957344055": 94, "10584963858127594": 94, "7615437507629395": 94, "07317910343408585": 94, "060196295380592346": 94, "06751583516597748": 94, "0572039857506752": 94, "05398125201463699": 94, "06124086305499077": 94, "0525919646024704": 94, "8321859240531921": 94, "05922013148665428": 94, "06274889409542084": 94, "057530902326107025": 94, "8205001354217529": 94, "05683052912354469": 94, "06635929644107819": 94, "05597696080803871": 94, "8208332657814026": 94, "non_furri": 95, "mobilenetv3_v0": 95, "1_dist": 95, "9898804426193237": 95, "010119626298546791": 95, "9677742123603821": 95, "032225821167230606": 95, "959551215171814": 95, "040448784828186035": 95, "9535530209541321": 95, "04644693806767464": 95, "04358793422579765": 95, "9564120769500732": 95, "02767963521182537": 95, "9723203182220459": 95, "028900373727083206": 95, "9710996150970459": 95, "037573859095573425": 95, "9624261260032654": 95, "aicheck": [96, 106], "get_ai_created_scor": 96, "is_ai_cr": 96, "bangumi_char": [96, 106], "anime_bangumi_char_scor": 96, "anime_bangumi_char": 96, "anime_classify_scor": 96, "anime_classifi": 96, "is_greyscal": 96, "anime_completeness_scor": 96, "anime_complet": 96, "dbrate": [96, 106], "anime_dbrating_scor": 96, "anime_dbr": 96, "furri": [96, 106], "anime_furry_scor": 96, "anime_furri": 96, "get_monochrome_scor": 96, "is_monochrom": 96, "nsfw_pred_scor": 96, "nsfw_pred": 96, "portrait": [96, 106], "anime_portrait_scor": 96, "anime_rating_scor": 96, "anime_real_scor": 96, "safe_check_scor": 96, "safe_check": 96, "style_ag": [96, 106], "anime_style_age_scor": 96, "anime_style_ag": 96, "teen": [96, 106], "anime_teen_scor": 96, "anime_teen": 96, "is_truncated_fil": 96, "screen": 97, "row": 97, "bottom": 97, "grayscal": 97, "monochrome_detect": 97, "mobilenetv3_large_100_dist_safe2": 97, "mobilenetv3_dist": 97, "caformer_s36": 97, "mono": 97, "9614395499229431": 97, "9458909034729004": 97, "9559807777404785": 97, "9651952981948853": 97, "9379720687866211": 97, "8814834356307983": 97, "03941023349761963": 97, "07492382079362869": 97, "09546589106321335": 97, "016521310433745384": 97, "005693843588232994": 97, "0315730981528759": 97, "Not": 98, "five": 98, "hentai": 98, "neutral": 98, "porn": 98, "sexi": 98, "infinit": 98, "nsfwj": 98, "tfj": 98, "mobil": 98, "9970946311950684": 98, "00198739324696362": 98, "000894528697244823": 98, "4315058251668233e": 98, "099447197513655e": 98, "9282580614089966": 98, "061733175069093704": 98, "008979619480669498": 98, "0007789491210132837": 98, "0002501663693692535": 98, "7945129871368408": 98, "2044062316417694": 98, "0005603990866802633": 98, "0004847997915931046": 98, "564094367902726e": 98, "7977773547172546": 98, "01352313905954361": 98, "18791256844997406": 98, "0004888656549155712": 98, "00029804420773871243": 98, "04498734697699547": 98, "9509441256523132": 98, "4087972633424215e": 98, "003999904729425907": 98, "4542059185914695e": 98, "002892113756388426": 98, "982390284538269": 98, "02520776737947e": 98, "014633022248744965": 98, "858086610212922e": 98, "002532319398596883": 98, "9887337684631348": 98, "231979568838142e": 98, "008699454367160797": 98, "8187158022774383e": 98, "03564726561307907": 98, "954788088798523": 98, "343036850215867e": 98, "009289607405662537": 98, "00020158555707894266": 98, "006372362840920687": 98, "006019102409482002": 98, "9694945812225342": 98, "015214097686111927": 98, "002899901708588004": 98, "0004039364866912365": 98, "00012730166781693697": 98, "987038791179657": 98, "007135333959013224": 98, "005294707603752613": 98, "06964848190546036": 98, "0014777459437027574": 98, "9276643395423889": 98, "0003031621454283595": 98, "0009063396137207747": 98, "00028707628371194005": 98, "00010888021643040702": 98, "9992460012435913": 98, "00015473493840545416": 98, "0002033217460848391": 98, "563037691696081e": 98, "008058490231633186": 98, "00044566826545633376": 98, "937960684299469": 98, "05353058874607086": 98, "364063445587817e": 98, "00562260951846838": 98, "00012077406427124515": 98, "9897090792655945": 98, "004547217860817909": 98, "564737981942017e": 98, "016690678894519806": 98, "001258736359886825": 98, "9766013622283936": 98, "005440687295049429": 98, "4481674952548929e": 98, "01861923187971115": 98, "0008914825739338994": 98, "9674761295318604": 98, "012998746708035469": 98, "691116141155362e": 98, "0007601747056469321": 98, "0005019629606977105": 98, "039504989981651306": 98, "9591660499572754": 98, "0001652583305258304": 98, "0002614929690025747": 98, "020374108105897903": 98, "029394468292593956": 98, "9498046040534973": 98, "00016299057460855693": 98, "004782819654792547": 98, "002861740067601204": 98, "12280157208442688": 98, "8693908452987671": 98, "0001731760276015848": 98, "304211274255067e": 98, "03286275267601013": 98, "010648751631379128": 98, "9562522172927856": 98, "999900221824646": 99, "645313209854066e": 99, "3387104445428122e": 99, "9999704360961914": 99, "4465465685352683e": 99, "071506166132167e": 99, "9999785423278809": 99, "512719154561637e": 99, "292278612818336e": 99, "919455750496127e": 99, "9999444484710693": 99, "3647335082350764e": 99, "0555699191172607e": 99, "9999880790710449": 99, "3210242286731955e": 99, "7451418898417614e": 99, "9999822378158569": 99, "2084267331811134e": 99, "7460413321023225e": 99, "1532473820352607e": 99, "9999996423721313": 99, "0316136922483565e": 99, "840229633236049e": 99, "9999998807907104": [99, 100], "736660568800289e": 99, "199210472208506e": 99, "9999992847442627": 99, "r15": 100, "r18": 100, "sankaku": 100, "mobilenetv3_v1_pruned_ls0": 100, "caformer_s36_plu": [100, 104], "5863172936624323e": 100, "480062353375615e": 100, "9924363493919373": 100, "007255776319652796": 100, "0003077814180869609": 100, "996969997882843": 100, "0030054834205657244": 100, "4601260520284995e": 100, "9966891407966614": 100, "003293127752840519": 100, "770909148035571e": 100, "00025384966284036636": 100, "9996721744537354": 100, "399192691082135e": 100, "973351603141055e": 100, "9998563528060913": 100, "391309580067173e": 100, "0018681309884414077": 100, "9827859997749329": 100, "015345841646194458": 100, "013710384257137775": 100, "8339558839797974": 100, "15233369171619415": 100, "951323833462084e": 100, "00029566374723799527": 100, "9997004270553589": 100, "00018434497178532183": 100, "568440272123553e": 100, "9997699856758118": 100, "11225129129889e": 100, "051862899563275e": 100, "9999485015869141": 100, "902020231791539e": 100, "0005639699520543218": 100, "9994290471076965": 100, "anime_real_cl": 101, "4_dist": 101, "9999716281890869": 101, "8398366339388303e": 101, "9992202520370483": 101, "0007797438884153962": 101, "9999709129333496": 101, "905452492996119e": 101, "9999765157699585": 101, "3499671442550607e": 101, "9994087219238281": 101, "0005913018831051886": 101, "9999759197235107": 101, "4061362637439743e": 101, "9999052286148071": 101, "475799015490338e": 101, "403173675702419e": 101, "5848207794988411e": 101, "0010207017185166478": 101, "9989792704582214": 101, "2124368115328252e": 101, "9999977350234985": 101, "6512358342879452e": 101, "9999834299087524": 101, "359853614412714e": 101, "9999936819076538": 101, "600314317329321e": 101, "9999840259552002": 101, "5589323083986528e": 101, "9999843835830688": 101, "5513256585109048e": 101, "9999845027923584": 101, "pollut": 102, "shit": 102, "checker": 102, "mobilenet": 102, "v2": 102, "max_batch_s": 102, "1970": 103, "1980": 103, "1990": 103, "2000": 103, "2010": 103, "2015": 103, "2020": 103, "ag": 103, "9805465340614319": 103, "761269782553427e": 103, "0005044879508204758": 103, "01569165475666523": 103, "002850610064342618": 103, "00037849770160391927": 103, "9434612113400362e": 103, "053497342392802e": 103, "9992554783821106": 103, "0006490182713605464": 103, "8857468805654207e": 103, "317252262353577e": 103, "314484721769986e": 103, "0750001138148946e": 103, "706833609205205e": 103, "00034479793976061046": 103, "9995512366294861": 103, "391363472677767e": 103, "4607510820496827e": 103, "0679690351244062e": 103, "661913514311891e": 103, "757471131393686e": 103, "0744897230761126e": 103, "76177470368566e": 103, "9996387958526611": 103, "160279296338558e": 103, "00013228354509919882": 103, "1361367038916796e": 103, "464057489414699e": 103, "2412899599876255e": 103, "703883653040975e": 103, "127358498517424e": 103, "9973921775817871": 103, "0022309015039354563": 103, "00018872201326303184": 103, "780902943617548e": 103, "422096920578042e": 103, "638929097680375e": 103, "152203023797483e": 103, "00028818511054851115": 103, "9996094107627869": 103, "58777353237383e": 103, "9200742826797068e": 103, "00017117452807724476": 103, "518441947875544e": 103, "885544381570071e": 103, "4389253010449465e": 103, "1696006772108376e": 103, "9996393918991089": 103, "contenti": 104, "safe_teen": 104, "non_teen": 104, "caformer_s36_v0": 104, "9998493194580078": 104, "0378791052498855e": 104, "00012023092131130397": 104, "9790042638778687": 104, "0017522255657240748": 104, "01924353837966919": 104, "9998124241828918": 104, "19778298237361e": 104, "0001456339523429051": 104, "0008521362324245274": 104, "9989691972732544": 104, "00017870066221803427": 104, "0992944781901315e": 104, "9994398951530457": 104, "0004991036257706583": 104, "2035720727872103e": 104, "9994019269943237": 104, "0005460577667690814": 104, "0478151529678144e": 104, "524079147609882e": 104, "999934196472168": 104, "786742884898558e": 104, "653994154883549e": 104, "9998156428337097": 104, "0001218809193233028": 104, "00013706681784242392": 104, "9997410178184509": 104, "jpeg_trunc": 105, "2216614_truncat": 105, "imagefil": 105, "load_truncated_imag": 105, "ascii": 106, "metric": 106, "list_det_model": 106, "list_rec_model": 106, "sd": 106, "tag": 106, "platform": [107, 108], "shutil": [107, 108], "cpuinfo": [107, 108], "psutil": [107, 108], "hbutil": [107, 108], "size_to_bytes_str": [107, 108], "python_implement": [107, 108], "python_vers": [107, 108], "brand": [107, 108], "get_cpu_info": [107, 108], "brand_raw": [107, 108], "cpu_count": [107, 108], "freq": [107, 108], "cpu_freq": [107, 108], "mhz": [107, 108], "virtual_memori": [107, 108], "precis": [107, 108], "ye": [107, 108], "nvidia": [107, 108], "smi": [107, 108], "1021": [107, 108], "azur": [107, 108], "x86_64": [107, 108], "glibc2": [107, 108], "cpython": [107, 108], "amd": [107, 108], "epyc": [107, 108], "7763": [107, 108], "3193": 107, "16525": 107, "615": [107, 108], "gib": [107, 108], "deploi": [107, 108], "action": [107, 108], "2980": 108, "3205000000003": 108, "imgutil": 109, "pypi": 109, "simpli": 109, "newest": 109, "git": 109, "script": 109, "__name__": 109, "__main__": 109, "narugo1992": 109, "still": 109, "out": 109, "io": 109, "html": 109, "faq": 110}, "objects": {"imgutils": [[1, 0, 0, "-", "ascii"], [2, 0, 0, "-", "config"], [9, 0, 0, "-", "data"], [19, 0, 0, "-", "detect"], [26, 0, 0, "-", "edge"], [32, 0, 0, "-", "generic"], [36, 0, 0, "-", "metadata"], [41, 0, 0, "-", "metrics"], [45, 0, 0, "-", "ocr"], [49, 0, 0, "-", "operate"], [53, 0, 0, "-", "pose"], [56, 0, 0, "-", "preprocess"], [61, 0, 0, "-", "resource"], [63, 0, 0, "-", "restore"], [66, 0, 0, "-", "sd"], [70, 0, 0, "-", "segment"], [77, 0, 0, "-", "tagging"], [84, 0, 0, "-", "upscale"], [87, 0, 0, "-", "utils"], [96, 0, 0, "-", "validate"]], "imgutils.ascii": [[0, 0, 0, "-", "drawing"]], "imgutils.ascii.drawing": [[0, 1, 1, "", "ascii_drawing"]], "imgutils.config": [[3, 0, 0, "-", "meta"]], "imgutils.config.meta": [[3, 2, 1, "", "__AUTHOR_EMAIL__"], [3, 2, 1, "", "__AUTHOR__"], [3, 2, 1, "", "__DESCRIPTION__"], [3, 2, 1, "", "__TITLE__"], [3, 2, 1, "", "__VERSION__"]], "imgutils.data": [[4, 0, 0, "-", "background"], [5, 0, 0, "-", "blob"], [6, 0, 0, "-", "decode"], [7, 0, 0, "-", "encode"], [8, 0, 0, "-", "image"], [10, 0, 0, "-", "layer"], [11, 0, 0, "-", "url"]], "imgutils.data.background": [[4, 1, 1, "", "grid_background"], [4, 1, 1, "", "grid_transparent"]], "imgutils.data.blob": [[5, 1, 1, "", "is_valid_image_blob_url"], [5, 1, 1, "", "load_image_from_blob_url"], [5, 1, 1, "", "to_blob_url"]], "imgutils.data.decode": [[6, 1, 1, "", "rgb_decode"]], "imgutils.data.encode": [[7, 1, 1, "", "rgb_encode"]], "imgutils.data.image": [[8, 1, 1, "", "has_alpha_channel"], [8, 1, 1, "", "load_image"], [8, 1, 1, "", "load_images"]], "imgutils.data.layer": [[10, 1, 1, "", "istack"]], "imgutils.data.url": [[11, 1, 1, "", "download_image_from_url"], [11, 1, 1, "", "is_http_url"]], "imgutils.detect": [[12, 0, 0, "-", "booru_yolo"], [13, 0, 0, "-", "censor"], [14, 0, 0, "-", "eye"], [15, 0, 0, "-", "face"], [16, 0, 0, "-", "halfbody"], [17, 0, 0, "-", "hand"], [18, 0, 0, "-", "head"], [20, 0, 0, "-", "nudenet"], [21, 0, 0, "-", "person"], [22, 0, 0, "-", "similarity"], [23, 0, 0, "-", "text"], [24, 0, 0, "-", "visual"]], "imgutils.detect.booru_yolo": [[12, 1, 1, "", "detect_with_booru_yolo"]], "imgutils.detect.censor": [[13, 1, 1, "", "detect_censors"]], "imgutils.detect.eye": [[14, 1, 1, "", "detect_eyes"]], "imgutils.detect.face": [[15, 1, 1, "", "detect_faces"]], "imgutils.detect.halfbody": [[16, 1, 1, "", "detect_halfbody"]], "imgutils.detect.hand": [[17, 1, 1, "", "detect_hands"]], "imgutils.detect.head": [[18, 1, 1, "", "detect_heads"]], "imgutils.detect.nudenet": [[20, 1, 1, "", "detect_with_nudenet"]], "imgutils.detect.person": [[21, 1, 1, "", "detect_person"]], "imgutils.detect.similarity": [[22, 1, 1, "", "bboxes_similarity"], [22, 1, 1, "", "calculate_iou"], [22, 1, 1, "", "detection_similarity"]], "imgutils.detect.text": [[23, 1, 1, "", "detect_text"]], "imgutils.detect.visual": [[24, 1, 1, "", "detection_visualize"]], "imgutils.edge": [[25, 0, 0, "-", "canny"], [27, 0, 0, "-", "lineart"], [28, 0, 0, "-", "lineart_anime"]], "imgutils.edge.canny": [[25, 1, 1, "", "edge_image_with_canny"], [25, 1, 1, "", "get_edge_by_canny"]], "imgutils.edge.lineart": [[27, 1, 1, "", "edge_image_with_lineart"], [27, 1, 1, "", "get_edge_by_lineart"]], "imgutils.edge.lineart_anime": [[28, 1, 1, "", "edge_image_with_lineart_anime"], [28, 1, 1, "", "get_edge_by_lineart_anime"]], "imgutils.generic": [[29, 0, 0, "-", "classify"], [30, 0, 0, "-", "clip"], [31, 0, 0, "-", "enhance"], [33, 0, 0, "-", "siglip"], [34, 0, 0, "-", "yolo"]], "imgutils.generic.classify": [[29, 3, 1, "", "ClassifyModel"], [29, 1, 1, "", "classify_predict"], [29, 1, 1, "", "classify_predict_fmt"], [29, 1, 1, "", "classify_predict_score"]], "imgutils.generic.classify.ClassifyModel": [[29, 4, 1, "", "__init__"], [29, 4, 1, "", "clear"], [29, 4, 1, "", "launch_demo"], [29, 4, 1, "", "make_ui"], [29, 4, 1, "", "predict"], [29, 4, 1, "", "predict_fmt"], [29, 4, 1, "", "predict_score"]], "imgutils.generic.clip": [[30, 3, 1, "", "CLIPModel"], [30, 1, 1, "", "clip_image_encode"], [30, 1, 1, "", "clip_predict"], [30, 1, 1, "", "clip_text_encode"]], "imgutils.generic.clip.CLIPModel": [[30, 4, 1, "", "__init__"], [30, 4, 1, "", "clear"], [30, 4, 1, "", "image_encode"], [30, 4, 1, "", "launch_demo"], [30, 4, 1, "", "make_ui"], [30, 4, 1, "", "predict"], [30, 4, 1, "", "text_encode"]], "imgutils.generic.enhance": [[31, 3, 1, "", "ImageEnhancer"]], "imgutils.generic.enhance.ImageEnhancer": [[31, 4, 1, "", "__init__"], [31, 4, 1, "", "process"]], "imgutils.generic.siglip": [[33, 3, 1, "", "SigLIPModel"], [33, 1, 1, "", "siglip_image_encode"], [33, 1, 1, "", "siglip_predict"], [33, 1, 1, "", "siglip_text_encode"]], "imgutils.generic.siglip.SigLIPModel": [[33, 4, 1, "", "__init__"], [33, 4, 1, "", "clear"], [33, 4, 1, "", "image_encode"], [33, 4, 1, "", "launch_demo"], [33, 4, 1, "", "make_ui"], [33, 4, 1, "", "predict"], [33, 4, 1, "", "text_encode"]], "imgutils.generic.yolo": [[34, 3, 1, "", "YOLOModel"], [34, 1, 1, "", "yolo_predict"]], "imgutils.generic.yolo.YOLOModel": [[34, 4, 1, "", "__init__"], [34, 4, 1, "", "clear"], [34, 4, 1, "", "launch_demo"], [34, 4, 1, "", "make_ui"], [34, 4, 1, "", "predict"]], "imgutils.metadata": [[35, 0, 0, "-", "geninfo"], [37, 0, 0, "-", "lsb"]], "imgutils.metadata.geninfo": [[35, 1, 1, "", "read_geninfo_exif"], [35, 1, 1, "", "read_geninfo_gif"], [35, 1, 1, "", "read_geninfo_parameters"], [35, 1, 1, "", "write_geninfo_exif"], [35, 1, 1, "", "write_geninfo_gif"], [35, 1, 1, "", "write_geninfo_parameters"]], "imgutils.metadata.lsb": [[37, 3, 1, "", "ImageLsbDataExtractor"], [37, 3, 1, "", "LSBExtractor"], [37, 3, 1, "", "LSBReadError"], [37, 1, 1, "", "inject_data"], [37, 1, 1, "", "read_lsb_metadata"], [37, 1, 1, "", "read_lsb_raw_bytes"], [37, 1, 1, "", "serialize_json"], [37, 1, 1, "", "serialize_pnginfo"], [37, 1, 1, "", "write_lsb_metadata"], [37, 1, 1, "", "write_lsb_raw_bytes"]], "imgutils.metadata.lsb.ImageLsbDataExtractor": [[37, 4, 1, "", "__init__"], [37, 4, 1, "", "extract_data"]], "imgutils.metadata.lsb.LSBExtractor": [[37, 4, 1, "", "__init__"], [37, 4, 1, "", "get_next_n_bytes"], [37, 4, 1, "", "get_one_byte"], [37, 4, 1, "", "read_32bit_integer"]], "imgutils.metrics": [[38, 0, 0, "-", "aesthetic"], [39, 0, 0, "-", "ccip"], [40, 0, 0, "-", "dbaesthetic"], [42, 0, 0, "-", "laplacian"], [43, 0, 0, "-", "lpips"], [44, 0, 0, "-", "psnr_"]], "imgutils.metrics.aesthetic": [[38, 1, 1, "", "get_aesthetic_score"]], "imgutils.metrics.ccip": [[39, 1, 1, "", "ccip_batch_differences"], [39, 1, 1, "", "ccip_batch_extract_features"], [39, 1, 1, "", "ccip_batch_same"], [39, 1, 1, "", "ccip_clustering"], [39, 1, 1, "", "ccip_default_clustering_params"], [39, 1, 1, "", "ccip_default_threshold"], [39, 1, 1, "", "ccip_difference"], [39, 1, 1, "", "ccip_extract_feature"], [39, 1, 1, "", "ccip_merge"], [39, 1, 1, "", "ccip_same"]], "imgutils.metrics.dbaesthetic": [[40, 1, 1, "", "anime_dbaesthetic"]], "imgutils.metrics.laplacian": [[42, 1, 1, "", "laplacian_score"]], "imgutils.metrics.lpips": [[43, 1, 1, "", "lpips_clustering"], [43, 1, 1, "", "lpips_difference"], [43, 1, 1, "", "lpips_extract_feature"]], "imgutils.metrics.psnr_": [[44, 1, 1, "", "psnr"]], "imgutils.ocr": [[45, 1, 1, "", "detect_text_with_ocr"], [45, 1, 1, "", "list_det_models"], [45, 1, 1, "", "list_rec_models"], [45, 1, 1, "", "ocr"]], "imgutils.operate": [[46, 0, 0, "-", "align"], [47, 0, 0, "-", "censor_"], [48, 0, 0, "-", "imgcensor"], [50, 0, 0, "-", "squeeze"]], "imgutils.operate.align": [[46, 1, 1, "", "align_maxsize"]], "imgutils.operate.censor_": [[47, 3, 1, "", "BaseCensor"], [47, 3, 1, "", "BlurCensor"], [47, 3, 1, "", "ColorCensor"], [47, 3, 1, "", "PixelateCensor"], [47, 1, 1, "", "censor_areas"], [47, 1, 1, "", "censor_nsfw"], [47, 1, 1, "", "register_censor_method"]], "imgutils.operate.censor_.BaseCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.BlurCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.ColorCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.PixelateCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor": [[48, 3, 1, "", "EmojiBasedCensor"], [48, 3, 1, "", "ImageBasedCensor"], [48, 3, 1, "", "SingleImage"]], "imgutils.operate.imgcensor.EmojiBasedCensor": [[48, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor.ImageBasedCensor": [[48, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor.SingleImage": [[48, 4, 1, "", "__init__"], [48, 4, 1, "", "find_for_area"], [48, 5, 1, "", "height"], [48, 5, 1, "", "width"]], "imgutils.operate.squeeze": [[50, 1, 1, "", "squeeze"], [50, 1, 1, "", "squeeze_with_transparency"]], "imgutils.pose": [[51, 0, 0, "-", "dwpose"], [52, 0, 0, "-", "format"], [54, 0, 0, "-", "visual"]], "imgutils.pose.dwpose": [[51, 1, 1, "", "dwpose_estimate"]], "imgutils.pose.format": [[52, 3, 1, "", "OP18KeyPointSet"], [52, 2, 1, "", "OP18_BODY_MAX"], [52, 2, 1, "", "OP18_BODY_MIN"], [52, 2, 1, "", "OP18_FACE_MAX"], [52, 2, 1, "", "OP18_FACE_MIN"], [52, 2, 1, "", "OP18_LEFT_FOOT_MAX"], [52, 2, 1, "", "OP18_LEFT_FOOT_MIN"], [52, 2, 1, "", "OP18_LEFT_HAND_MAX"], [52, 2, 1, "", "OP18_LEFT_HAND_MIN"], [52, 2, 1, "", "OP18_RIGHT_FOOT_MAX"], [52, 2, 1, "", "OP18_RIGHT_FOOT_MIN"], [52, 2, 1, "", "OP18_RIGHT_HAND_MAX"], [52, 2, 1, "", "OP18_RIGHT_HAND_MIN"], [52, 6, 1, "", "OpenPose18"]], "imgutils.pose.format.OP18KeyPointSet": [[52, 4, 1, "", "__init__"], [52, 4, 1, "", "__mul__"], [52, 4, 1, "", "__truediv__"], [52, 5, 1, "", "body"], [52, 5, 1, "", "face"], [52, 5, 1, "", "left_foot"], [52, 5, 1, "", "left_hand"], [52, 5, 1, "", "right_foot"], [52, 5, 1, "", "right_hand"]], "imgutils.pose.format.OpenPose18": [[52, 7, 1, "", "LEFT_ANKLE"], [52, 7, 1, "", "LEFT_BIG_TOE"], [52, 7, 1, "", "LEFT_EAR"], [52, 7, 1, "", "LEFT_ELBOW"], [52, 7, 1, "", "LEFT_EYE"], [52, 7, 1, "", "LEFT_HEEL"], [52, 7, 1, "", "LEFT_HIP"], [52, 7, 1, "", "LEFT_KNEE"], [52, 7, 1, "", "LEFT_SHOULDER"], [52, 7, 1, "", "LEFT_SMALL_TOE"], [52, 7, 1, "", "LEFT_WRIST"], [52, 7, 1, "", "NECK"], [52, 7, 1, "", "NOSE"], [52, 7, 1, "", "RIGHT_ANKLE"], [52, 7, 1, "", "RIGHT_BIG_TOE"], [52, 7, 1, "", "RIGHT_EAR"], [52, 7, 1, "", "RIGHT_ELBOW"], [52, 7, 1, "", "RIGHT_EYE"], [52, 7, 1, "", "RIGHT_HEEL"], [52, 7, 1, "", "RIGHT_HIP"], [52, 7, 1, "", "RIGHT_KNEE"], [52, 7, 1, "", "RIGHT_SHOULDER"], [52, 7, 1, "", "RIGHT_SMALL_TOE"], [52, 7, 1, "", "RIGHT_WRIST"]], "imgutils.pose.visual": [[54, 1, 1, "", "op18_visualize"]], "imgutils.preprocess": [[55, 0, 0, "-", "base"], [57, 0, 0, "-", "pillow"], [58, 0, 0, "-", "torchvision"], [59, 0, 0, "-", "transformers"]], "imgutils.preprocess.base": [[55, 3, 1, "", "NotParseTarget"]], "imgutils.preprocess.pillow": [[57, 1, 1, "", "create_pillow_transforms"], [57, 1, 1, "", "parse_pillow_transforms"], [57, 1, 1, "", "register_pillow_parse"], [57, 1, 1, "", "register_pillow_transform"]], "imgutils.preprocess.torchvision": [[58, 1, 1, "", "create_torchvision_transforms"], [58, 1, 1, "", "parse_torchvision_transforms"], [58, 1, 1, "", "register_torchvision_parse"], [58, 1, 1, "", "register_torchvision_transform"]], "imgutils.preprocess.transformers": [[59, 3, 1, "", "NotProcessorTypeError"], [59, 1, 1, "", "convert_to_size_dict"], [59, 1, 1, "", "create_bit_transforms"], [59, 1, 1, "", "create_blip_transforms"], [59, 1, 1, "", "create_clip_transforms"], [59, 1, 1, "", "create_convnext_transforms"], [59, 1, 1, "", "create_mobilenetv2_transforms"], [59, 1, 1, "", "create_siglip_transforms"], [59, 1, 1, "", "create_transforms_from_bit_processor"], [59, 1, 1, "", "create_transforms_from_blip_processor"], [59, 1, 1, "", "create_transforms_from_clip_processor"], [59, 1, 1, "", "create_transforms_from_convnext_processor"], [59, 1, 1, "", "create_transforms_from_mobilenetv2_processor"], [59, 1, 1, "", "create_transforms_from_siglip_processor"], [59, 1, 1, "", "create_transforms_from_transformers"], [59, 1, 1, "", "create_transforms_from_vit_processor"], [59, 1, 1, "", "create_vit_transforms"], [59, 1, 1, "", "get_size_dict"], [59, 1, 1, "", "is_valid_size_dict"], [59, 1, 1, "", "register_creators_for_transformers"]], "imgutils.resource": [[60, 0, 0, "-", "background"]], "imgutils.resource.background": [[60, 3, 1, "", "BackgroundImageSet"], [60, 1, 1, "", "get_bg_image"], [60, 1, 1, "", "get_bg_image_file"], [60, 1, 1, "", "list_bg_image_files"], [60, 1, 1, "", "random_bg_image"], [60, 1, 1, "", "random_bg_image_file"]], "imgutils.resource.background.BackgroundImageSet": [[60, 4, 1, "", "__init__"], [60, 4, 1, "", "get_image"], [60, 4, 1, "", "get_image_file"], [60, 4, 1, "", "list_image_files"], [60, 4, 1, "", "random_image"], [60, 4, 1, "", "random_image_file"]], "imgutils.restore": [[62, 0, 0, "-", "adversarial"], [64, 0, 0, "-", "nafnet"], [65, 0, 0, "-", "scunet"]], "imgutils.restore.adversarial": [[62, 1, 1, "", "remove_adversarial_noise"]], "imgutils.restore.nafnet": [[64, 1, 1, "", "restore_with_nafnet"]], "imgutils.restore.scunet": [[65, 1, 1, "", "restore_with_scunet"]], "imgutils.sd": [[67, 0, 0, "-", "metadata"], [68, 0, 0, "-", "model"], [69, 0, 0, "-", "nai"]], "imgutils.sd.metadata": [[67, 3, 1, "", "SDMetaData"], [67, 1, 1, "", "get_sdmeta_from_image"], [67, 1, 1, "", "parse_sdmeta_from_text"], [67, 1, 1, "", "save_image_with_sdmeta"]], "imgutils.sd.metadata.SDMetaData": [[67, 4, 1, "", "__str__"], [67, 5, 1, "", "pnginfo"], [67, 5, 1, "", "text"]], "imgutils.sd.model": [[68, 1, 1, "", "read_metadata"], [68, 1, 1, "", "save_with_metadata"]], "imgutils.sd.nai": [[69, 3, 1, "", "NAIMetaData"], [69, 3, 1, "", "NAIMetadata"], [69, 1, 1, "", "add_naimeta_to_image"], [69, 1, 1, "", "get_naimeta_from_image"], [69, 1, 1, "", "save_image_with_naimeta"]], "imgutils.sd.nai.NAIMetaData": [[69, 4, 1, "", "__init__"], [69, 5, 1, "", "pnginfo"]], "imgutils.segment": [[71, 0, 0, "-", "isnetis"]], "imgutils.segment.isnetis": [[71, 1, 1, "", "get_isnetis_mask"], [71, 1, 1, "", "segment_rgba_with_isnetis"], [71, 1, 1, "", "segment_with_isnetis"]], "imgutils.tagging": [[72, 0, 0, "-", "blacklist"], [73, 0, 0, "-", "character"], [74, 0, 0, "-", "deepdanbooru"], [75, 0, 0, "-", "deepgelbooru"], [76, 0, 0, "-", "format"], [78, 0, 0, "-", "match"], [79, 0, 0, "-", "mldanbooru"], [80, 0, 0, "-", "order"], [81, 0, 0, "-", "overlap"], [82, 0, 0, "-", "wd14"]], "imgutils.tagging.blacklist": [[72, 1, 1, "", "drop_blacklisted_tags"], [72, 1, 1, "", "is_blacklisted"]], "imgutils.tagging.character": [[73, 2, 1, "", "CHAR_PREFIXES"], [73, 2, 1, "", "CHAR_SUFFIXES"], [73, 2, 1, "", "CHAR_WHITELIST_PREFIX"], [73, 2, 1, "", "CHAR_WHITELIST_SUFFIX"], [73, 2, 1, "", "CHAR_WHITELIST_WORD"], [73, 3, 1, "", "CharacterTagPool"], [73, 1, 1, "", "drop_basic_character_tags"], [73, 1, 1, "", "is_basic_character_tag"]], "imgutils.tagging.character.CharacterTagPool": [[73, 4, 1, "", "__init__"], [73, 4, 1, "", "drop_basic_character_tags"], [73, 4, 1, "", "is_basic_character_tag"]], "imgutils.tagging.deepdanbooru": [[74, 1, 1, "", "get_deepdanbooru_tags"]], "imgutils.tagging.deepgelbooru": [[75, 1, 1, "", "get_deepgelbooru_tags"]], "imgutils.tagging.format": [[76, 1, 1, "", "add_underline"], [76, 1, 1, "", "remove_underline"], [76, 1, 1, "", "tags_to_text"]], "imgutils.tagging.match": [[78, 1, 1, "", "tag_match_full"], [78, 1, 1, "", "tag_match_prefix"], [78, 1, 1, "", "tag_match_suffix"]], "imgutils.tagging.mldanbooru": [[79, 1, 1, "", "get_mldanbooru_tags"]], "imgutils.tagging.order": [[80, 1, 1, "", "sort_tags"]], "imgutils.tagging.overlap": [[81, 1, 1, "", "drop_overlap_tags"]], "imgutils.tagging.wd14": [[82, 1, 1, "", "convert_wd14_emb_to_prediction"], [82, 1, 1, "", "denormalize_wd14_emb"], [82, 1, 1, "", "get_wd14_tags"]], "imgutils.upscale": [[83, 0, 0, "-", "cdc"]], "imgutils.upscale.cdc": [[83, 1, 1, "", "upscale_with_cdc"]], "imgutils.utils": [[85, 0, 0, "-", "cache"], [86, 0, 0, "-", "func"], [88, 0, 0, "-", "onnxruntime"]], "imgutils.utils.cache": [[85, 1, 1, "", "ts_lru_cache"]], "imgutils.utils.func": [[86, 1, 1, "", "sigmoid"]], "imgutils.utils.onnxruntime": [[88, 1, 1, "", "get_onnx_provider"], [88, 1, 1, "", "open_onnx_model"]], "imgutils.validate": [[89, 0, 0, "-", "aicheck"], [90, 0, 0, "-", "bangumi_char"], [91, 0, 0, "-", "classify"], [92, 0, 0, "-", "color"], [93, 0, 0, "-", "completeness"], [94, 0, 0, "-", "dbrating"], [95, 0, 0, "-", "furry"], [97, 0, 0, "-", "monochrome"], [98, 0, 0, "-", "nsfw"], [99, 0, 0, "-", "portrait"], [100, 0, 0, "-", "rating"], [101, 0, 0, "-", "real"], [102, 0, 0, "-", "safe"], [103, 0, 0, "-", "style_age"], [104, 0, 0, "-", "teen"], [105, 0, 0, "-", "truncate"]], "imgutils.validate.aicheck": [[89, 1, 1, "", "get_ai_created_score"], [89, 1, 1, "", "is_ai_created"]], "imgutils.validate.bangumi_char": [[90, 1, 1, "", "anime_bangumi_char"], [90, 1, 1, "", "anime_bangumi_char_score"]], "imgutils.validate.classify": [[91, 1, 1, "", "anime_classify"], [91, 1, 1, "", "anime_classify_score"]], "imgutils.validate.color": [[92, 1, 1, "", "is_greyscale"]], "imgutils.validate.completeness": [[93, 1, 1, "", "anime_completeness"], [93, 1, 1, "", "anime_completeness_score"]], "imgutils.validate.dbrating": [[94, 1, 1, "", "anime_dbrating"], [94, 1, 1, "", "anime_dbrating_score"]], "imgutils.validate.furry": [[95, 1, 1, "", "anime_furry"], [95, 1, 1, "", "anime_furry_score"]], "imgutils.validate.monochrome": [[97, 1, 1, "", "get_monochrome_score"], [97, 1, 1, "", "is_monochrome"]], "imgutils.validate.nsfw": [[98, 1, 1, "", "nsfw_pred"], [98, 1, 1, "", "nsfw_pred_score"]], "imgutils.validate.portrait": [[99, 1, 1, "", "anime_portrait"], [99, 1, 1, "", "anime_portrait_score"]], "imgutils.validate.rating": [[100, 1, 1, "", "anime_rating"], [100, 1, 1, "", "anime_rating_score"]], "imgutils.validate.real": [[101, 1, 1, "", "anime_real"], [101, 1, 1, "", "anime_real_score"]], "imgutils.validate.safe": [[102, 1, 1, "", "safe_check"], [102, 1, 1, "", "safe_check_score"]], "imgutils.validate.style_age": [[103, 1, 1, "", "anime_style_age"], [103, 1, 1, "", "anime_style_age_score"]], "imgutils.validate.teen": [[104, 1, 1, "", "anime_teen"], [104, 1, 1, "", "anime_teen_score"]], "imgutils.validate.truncate": [[105, 1, 1, "", "is_truncated_file"]]}, "objtypes": {"0": "py:module", "1": "py:function", "2": "py:data", "3": "py:class", "4": "py:method", "5": "py:property", "6": "py:enum", "7": "py:attribute"}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "function", "Python function"], "2": ["py", "data", "Python data"], "3": ["py", "class", "Python class"], "4": ["py", "method", "Python method"], "5": ["py", "property", "Python property"], "6": ["py", "enum", "Python enum"], "7": ["py", "attribute", "Python attribute"]}, "titleterms": {"imgutil": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106], "ascii": [0, 1], "draw": 0, "ascii_draw": 0, "config": [2, 3], "meta": 3, "__title__": 3, "__version__": 3, "__description__": 3, "__author__": 3, "__author_email__": 3, "data": [4, 5, 6, 7, 8, 9, 10, 11], "background": [4, 60], "grid_background": 4, "grid_transpar": 4, "blob": 5, "to_blob_url": 5, "load_image_from_blob_url": 5, "is_valid_image_blob_url": 5, "decod": 6, "rgb_decod": 6, "encod": 7, "rgb_encod": 7, "imag": 8, "load_imag": 8, "has_alpha_channel": 8, "layer": 10, "istack": 10, "url": 11, "download_image_from_url": 11, "is_http_url": 11, "detect": [12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24], "booru_yolo": 12, "model": [12, 68], "label": 12, "descript": 12, "avail": 12, "pp": 12, "seri": 12, "AS": 12, "aa": 12, "detect_with_booru_yolo": 12, "censor": 13, "detect_censor": 13, "ey": 14, "detect_ey": 14, "face": 15, "detect_fac": 15, "halfbodi": 16, "detect_halfbodi": 16, "hand": 17, "detect_hand": 17, "head": 18, "detect_head": 18, "nudenet": 20, "detect_with_nudenet": 20, "person": 21, "detect_person": 21, "similar": 22, "calculate_i": 22, "bboxes_similar": 22, "detection_similar": 22, "text": 23, "detect_text": 23, "visual": [24, 54], "detection_visu": 24, "edg": [25, 26, 27, 28], "canni": 25, "get_edge_by_canni": 25, "edge_image_with_canni": 25, "lineart": 27, "get_edge_by_lineart": 27, "edge_image_with_lineart": 27, "lineart_anim": 28, "get_edge_by_lineart_anim": 28, "edge_image_with_lineart_anim": 28, "gener": [29, 30, 31, 32, 33, 34], "classifi": [29, 91], "classifymodel": 29, "classify_predict_scor": 29, "classify_predict": 29, "classify_predict_fmt": 29, "clip": 30, "clipmodel": 30, "clip_image_encod": 30, "clip_text_encod": 30, "clip_predict": 30, "enhanc": 31, "imageenhanc": 31, "siglip": 33, "siglipmodel": 33, "siglip_image_encod": 33, "siglip_text_encod": 33, "siglip_predict": 33, "yolo": 34, "yolomodel": 34, "yolo_predict": 34, "metadata": [35, 36, 37, 67], "geninfo": 35, "read_geninfo_paramet": 35, "read_geninfo_exif": 35, "read_geninfo_gif": 35, "write_geninfo_paramet": 35, "write_geninfo_exif": 35, "write_geninfo_gif": 35, "lsb": 37, "read_lsb_raw_byt": 37, "read_lsb_metadata": 37, "write_lsb_raw_byt": 37, "write_lsb_metadata": 37, "lsbreaderror": 37, "lsbextractor": 37, "imagelsbdataextractor": 37, "serialize_pnginfo": 37, "serialize_json": 37, "inject_data": 37, "metric": [38, 39, 40, 41, 42, 43, 44], "aesthet": 38, "get_aesthetic_scor": 38, "ccip": 39, "ccip_extract_featur": 39, "ccip_batch_extract_featur": 39, "ccip_default_threshold": 39, "ccip_differ": 39, "ccip_sam": 39, "ccip_batch_differ": 39, "ccip_batch_sam": 39, "ccip_default_clustering_param": 39, "ccip_clust": 39, "ccip_merg": 39, "dbaesthet": 40, "anime_dbaesthet": 40, "laplacian": 42, "laplacian_scor": 42, "lpip": 43, "lpips_extract_featur": 43, "lpips_differ": 43, "lpips_clust": 43, "psnr_": 44, "psnr": 44, "ocr": 45, "detect_text_with_ocr": 45, "list_det_model": 45, "list_rec_model": 45, "oper": [46, 47, 48, 49, 50], "align": 46, "align_maxs": 46, "censor_": 47, "censor_area": 47, "censor_nsfw": 47, "basecensor": 47, "colorcensor": 47, "blurcensor": 47, "pixelatecensor": 47, "register_censor_method": 47, "imgcensor": 48, "imagebasedcensor": 48, "emojibasedcensor": 48, "singleimag": 48, "squeez": 50, "squeeze_with_transpar": 50, "pose": [51, 52, 53, 54], "dwpose": 51, "dwpose_estim": 51, "format": [52, 76], "op18keypointset": 52, "openpose18": 52, "op18_body_max": 52, "op18_body_min": 52, "op18_face_max": 52, "op18_face_min": 52, "op18_left_foot_max": 52, "op18_left_foot_min": 52, "op18_left_hand_max": 52, "op18_left_hand_min": 52, "op18_right_foot_max": 52, "op18_right_foot_min": 52, "op18_right_hand_max": 52, "op18_right_hand_min": 52, "op18_visu": 54, "preprocess": [55, 56, 57, 58, 59], "base": 55, "notparsetarget": 55, "pillow": 57, "register_pillow_transform": 57, "register_pillow_pars": 57, "create_pillow_transform": 57, "parse_pillow_transform": 57, "torchvis": 58, "register_torchvision_transform": 58, "register_torchvision_pars": 58, "create_torchvision_transform": 58, "parse_torchvision_transform": 58, "transform": 59, "register_creators_for_transform": 59, "notprocessortypeerror": 59, "create_transforms_from_transform": 59, "is_valid_size_dict": 59, "convert_to_size_dict": 59, "get_size_dict": 59, "create_clip_transform": 59, "create_transforms_from_clip_processor": 59, "create_convnext_transform": 59, "create_transforms_from_convnext_processor": 59, "create_vit_transform": 59, "create_transforms_from_vit_processor": 59, "create_siglip_transform": 59, "create_transforms_from_siglip_processor": 59, "create_bit_transform": 59, "create_transforms_from_bit_processor": 59, "create_blip_transform": 59, "create_transforms_from_blip_processor": 59, "create_mobilenetv2_transform": 59, "create_transforms_from_mobilenetv2_processor": 59, "resourc": [60, 61], "backgroundimageset": 60, "list_bg_image_fil": 60, "get_bg_image_fil": 60, "get_bg_imag": 60, "random_bg_image_fil": 60, "random_bg_imag": 60, "restor": [62, 63, 64, 65], "adversari": 62, "remove_adversarial_nois": 62, "nafnet": 64, "restore_with_nafnet": 64, "scunet": 65, "restore_with_scunet": 65, "sd": [66, 67, 68, 69], "sdmetadata": 67, "parse_sdmeta_from_text": 67, "get_sdmeta_from_imag": 67, "save_image_with_sdmeta": 67, "read_metadata": 68, "save_with_metadata": 68, "nai": 69, "naimetadata": 69, "get_naimeta_from_imag": 69, "add_naimeta_to_imag": 69, "save_image_with_naimeta": 69, "segment": [70, 71], "isneti": 71, "get_isnetis_mask": 71, "segment_with_isneti": 71, "segment_rgba_with_isneti": 71, "tag": [72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82], "blacklist": 72, "is_blacklist": 72, "drop_blacklisted_tag": 72, "charact": 73, "char_whitelist_suffix": 73, "char_whitelist_prefix": 73, "char_whitelist_word": 73, "char_suffix": 73, "char_prefix": 73, "charactertagpool": 73, "is_basic_character_tag": 73, "drop_basic_character_tag": 73, "deepdanbooru": 74, "get_deepdanbooru_tag": 74, "deepgelbooru": 75, "get_deepgelbooru_tag": 75, "add_underlin": 76, "remove_underlin": 76, "tags_to_text": 76, "match": 78, "tag_match_suffix": 78, "tag_match_prefix": 78, "tag_match_ful": 78, "mldanbooru": 79, "get_mldanbooru_tag": 79, "order": 80, "sort_tag": 80, "overlap": 81, "drop_overlap_tag": 81, "wd14": 82, "get_wd14_tag": 82, "convert_wd14_emb_to_predict": 82, "denormalize_wd14_emb": 82, "upscal": [83, 84], "cdc": 83, "upscale_with_cdc": 83, "util": [85, 86, 87, 88], "cach": 85, "ts_lru_cach": 85, "func": 86, "sigmoid": 86, "onnxruntim": 88, "get_onnx_provid": 88, "open_onnx_model": 88, "valid": [89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105], "aicheck": 89, "get_ai_created_scor": 89, "is_ai_cr": 89, "bangumi_char": 90, "anime_bangumi_char_scor": 90, "anime_bangumi_char": 90, "anime_classify_scor": 91, "anime_classifi": 91, "color": 92, "is_greyscal": 92, "complet": 93, "anime_completeness_scor": 93, "anime_complet": 93, "dbrate": 94, "anime_dbrating_scor": 94, "anime_dbr": 94, "furri": 95, "anime_furry_scor": 95, "anime_furri": 95, "monochrom": 97, "get_monochrome_scor": 97, "is_monochrom": 97, "nsfw": 98, "nsfw_pred_scor": 98, "nsfw_pred": 98, "portrait": 99, "anime_portrait_scor": 99, "anime_portrait": 99, "rate": 100, "anime_rating_scor": 100, "anime_r": [100, 101], "real": 101, "anime_real_scor": 101, "safe": 102, "safe_check_scor": 102, "safe_check": 102, "style_ag": 103, "anime_style_age_scor": 103, "anime_style_ag": 103, "teen": 104, "anime_teen_scor": 104, "anime_teen": 104, "truncat": 105, "is_truncated_fil": 105, "welcom": 106, "": 106, "document": 106, "overview": 106, "tutori": 106, "inform": [106, 107, 108], "api": 106, "run": [107, 108], "environ": [107, 108], "instal": 109, "quick": 110, "start": 110}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.viewcode": 1, "sphinx.ext.todo": 2, "nbsphinx": 4, "sphinx": 58}, "alltitles": {"imgutils.ascii.drawing": [[0, "module-imgutils.ascii.drawing"]], "ascii_drawing": [[0, "ascii-drawing"]], "imgutils.ascii": [[1, "module-imgutils.ascii"]], "imgutils.config": [[2, "module-imgutils.config"]], "imgutils.config.meta": [[3, "module-imgutils.config.meta"]], "__TITLE__": [[3, "title"]], "__VERSION__": [[3, "version"]], "__DESCRIPTION__": [[3, "description"]], "__AUTHOR__": [[3, "author"]], "__AUTHOR_EMAIL__": [[3, "author-email"]], "imgutils.data.background": [[4, "module-imgutils.data.background"]], "grid_background": [[4, "grid-background"]], "grid_transparent": [[4, "grid-transparent"]], "imgutils.data.blob": [[5, "module-imgutils.data.blob"]], "to_blob_url": [[5, "to-blob-url"]], "load_image_from_blob_url": [[5, "load-image-from-blob-url"]], "is_valid_image_blob_url": [[5, "is-valid-image-blob-url"]], "imgutils.data.decode": [[6, "module-imgutils.data.decode"]], "rgb_decode": [[6, "rgb-decode"]], "imgutils.data.encode": [[7, "module-imgutils.data.encode"]], "rgb_encode": [[7, "rgb-encode"]], "imgutils.data.image": [[8, "module-imgutils.data.image"]], "load_image": [[8, "load-image"]], "load_images": [[8, "load-images"]], "has_alpha_channel": [[8, "has-alpha-channel"]], "imgutils.data": [[9, "module-imgutils.data"]], "imgutils.data.layer": [[10, "module-imgutils.data.layer"]], "istack": [[10, "istack"]], "imgutils.data.url": [[11, "module-imgutils.data.url"]], "download_image_from_url": [[11, "download-image-from-url"]], "is_http_url": [[11, "is-http-url"]], "imgutils.detect.booru_yolo": [[12, "module-imgutils.detect.booru_yolo"]], "Model Labels and Descriptions": [[12, "id1"]], "Available Models (PP Series)": [[12, "id2"]], "Available Models (AS Series)": [[12, "id3"]], "Available Models (AA Series)": [[12, "id4"]], "detect_with_booru_yolo": [[12, "detect-with-booru-yolo"]], "imgutils.detect.censor": [[13, "module-imgutils.detect.censor"]], "detect_censors": [[13, "detect-censors"]], "imgutils.detect.eye": [[14, "module-imgutils.detect.eye"]], "detect_eyes": [[14, "detect-eyes"]], "imgutils.detect.face": [[15, "module-imgutils.detect.face"]], "detect_faces": [[15, "detect-faces"]], "imgutils.detect.halfbody": [[16, "module-imgutils.detect.halfbody"]], "detect_halfbody": [[16, "detect-halfbody"]], "imgutils.detect.hand": [[17, "module-imgutils.detect.hand"]], "detect_hands": [[17, "detect-hands"]], "imgutils.detect.head": [[18, "module-imgutils.detect.head"]], "detect_heads": [[18, "detect-heads"]], "imgutils.detect": [[19, "module-imgutils.detect"]], "imgutils.detect.nudenet": [[20, "module-imgutils.detect.nudenet"]], "detect_with_nudenet": [[20, "detect-with-nudenet"]], "imgutils.detect.person": [[21, "module-imgutils.detect.person"]], "detect_person": [[21, "detect-person"]], "imgutils.detect.similarity": [[22, "module-imgutils.detect.similarity"]], "calculate_iou": [[22, "calculate-iou"]], "bboxes_similarity": [[22, "bboxes-similarity"]], "detection_similarity": [[22, "detection-similarity"]], "imgutils.detect.text": [[23, "module-imgutils.detect.text"]], "detect_text": [[23, "detect-text"]], "imgutils.detect.visual": [[24, "module-imgutils.detect.visual"]], "detection_visualize": [[24, "detection-visualize"]], "imgutils.edge.canny": [[25, "module-imgutils.edge.canny"]], "get_edge_by_canny": [[25, "get-edge-by-canny"]], "edge_image_with_canny": [[25, "edge-image-with-canny"]], "imgutils.edge": [[26, "module-imgutils.edge"]], "imgutils.edge.lineart": [[27, "module-imgutils.edge.lineart"]], "get_edge_by_lineart": [[27, "get-edge-by-lineart"]], "edge_image_with_lineart": [[27, "edge-image-with-lineart"]], "imgutils.edge.lineart_anime": [[28, "module-imgutils.edge.lineart_anime"]], "get_edge_by_lineart_anime": [[28, "get-edge-by-lineart-anime"]], "edge_image_with_lineart_anime": [[28, "edge-image-with-lineart-anime"]], "imgutils.generic.classify": [[29, "module-imgutils.generic.classify"]], "ClassifyModel": [[29, "classifymodel"]], "classify_predict_score": [[29, "classify-predict-score"]], "classify_predict": [[29, "classify-predict"]], "classify_predict_fmt": [[29, "classify-predict-fmt"]], "imgutils.generic.clip": [[30, "module-imgutils.generic.clip"]], "CLIPModel": [[30, "clipmodel"]], "clip_image_encode": [[30, "clip-image-encode"]], "clip_text_encode": [[30, "clip-text-encode"]], "clip_predict": [[30, "clip-predict"]], "imgutils.generic.enhance": [[31, "module-imgutils.generic.enhance"]], "ImageEnhancer": [[31, "imageenhancer"]], "imgutils.generic": [[32, "module-imgutils.generic"]], "imgutils.generic.siglip": [[33, "module-imgutils.generic.siglip"]], "SigLIPModel": [[33, "siglipmodel"]], "siglip_image_encode": [[33, "siglip-image-encode"]], "siglip_text_encode": [[33, "siglip-text-encode"]], "siglip_predict": [[33, "siglip-predict"]], "imgutils.generic.yolo": [[34, "module-imgutils.generic.yolo"]], "YOLOModel": [[34, "yolomodel"]], "yolo_predict": [[34, "yolo-predict"]], "imgutils.metadata.geninfo": [[35, "module-imgutils.metadata.geninfo"]], "read_geninfo_parameters": [[35, "read-geninfo-parameters"]], "read_geninfo_exif": [[35, "read-geninfo-exif"]], "read_geninfo_gif": [[35, "read-geninfo-gif"]], "write_geninfo_parameters": [[35, "write-geninfo-parameters"]], "write_geninfo_exif": [[35, "write-geninfo-exif"]], "write_geninfo_gif": [[35, "write-geninfo-gif"]], "imgutils.metadata": [[36, "module-imgutils.metadata"]], "imgutils.metadata.lsb": [[37, "module-imgutils.metadata.lsb"]], "read_lsb_raw_bytes": [[37, "read-lsb-raw-bytes"]], "read_lsb_metadata": [[37, "read-lsb-metadata"]], "write_lsb_raw_bytes": [[37, "write-lsb-raw-bytes"]], "write_lsb_metadata": [[37, "write-lsb-metadata"]], "LSBReadError": [[37, "lsbreaderror"]], "LSBExtractor": [[37, "lsbextractor"]], "ImageLsbDataExtractor": [[37, "imagelsbdataextractor"]], "serialize_pnginfo": [[37, "serialize-pnginfo"]], "serialize_json": [[37, "serialize-json"]], "inject_data": [[37, "inject-data"]], "imgutils.metrics.aesthetic": [[38, "module-imgutils.metrics.aesthetic"]], "get_aesthetic_score": [[38, "get-aesthetic-score"]], "imgutils.metrics.ccip": [[39, "module-imgutils.metrics.ccip"]], "ccip_extract_feature": [[39, "ccip-extract-feature"]], "ccip_batch_extract_features": [[39, "ccip-batch-extract-features"]], "ccip_default_threshold": [[39, "ccip-default-threshold"]], "ccip_difference": [[39, "ccip-difference"]], "ccip_same": [[39, "ccip-same"]], "ccip_batch_differences": [[39, "ccip-batch-differences"]], "ccip_batch_same": [[39, "ccip-batch-same"]], "ccip_default_clustering_params": [[39, "ccip-default-clustering-params"]], "ccip_clustering": [[39, "ccip-clustering"]], "ccip_merge": [[39, "ccip-merge"]], "imgutils.metrics.dbaesthetic": [[40, "module-imgutils.metrics.dbaesthetic"]], "anime_dbaesthetic": [[40, "anime-dbaesthetic"]], "imgutils.metrics": [[41, "module-imgutils.metrics"]], "imgutils.metrics.laplacian": [[42, "module-imgutils.metrics.laplacian"]], "laplacian_score": [[42, "laplacian-score"]], "imgutils.metrics.lpips": [[43, "module-imgutils.metrics.lpips"]], "lpips_extract_feature": [[43, "lpips-extract-feature"]], "lpips_difference": [[43, "lpips-difference"]], "lpips_clustering": [[43, "lpips-clustering"]], "imgutils.metrics.psnr_": [[44, "module-imgutils.metrics.psnr_"]], "psnr": [[44, "id1"]], "imgutils.ocr": [[45, "module-imgutils.ocr"]], "detect_text_with_ocr": [[45, "detect-text-with-ocr"]], "ocr": [[45, "ocr"]], "list_det_models": [[45, "list-det-models"]], "list_rec_models": [[45, "list-rec-models"]], "imgutils.operate.align": [[46, "module-imgutils.operate.align"]], "align_maxsize": [[46, "align-maxsize"]], "imgutils.operate.censor_": [[47, "module-imgutils.operate.censor_"]], "censor_areas": [[47, "censor-areas"]], "censor_nsfw": [[47, "censor-nsfw"]], "BaseCensor": [[47, "basecensor"]], "ColorCensor": [[47, "colorcensor"]], "BlurCensor": [[47, "blurcensor"]], "PixelateCensor": [[47, "pixelatecensor"]], "register_censor_method": [[47, "register-censor-method"]], "imgutils.operate.imgcensor": [[48, "module-imgutils.operate.imgcensor"]], "ImageBasedCensor": [[48, "imagebasedcensor"]], "EmojiBasedCensor": [[48, "emojibasedcensor"]], "SingleImage": [[48, "singleimage"]], "imgutils.operate": [[49, "module-imgutils.operate"]], "imgutils.operate.squeeze": [[50, "module-imgutils.operate.squeeze"]], "squeeze": [[50, "squeeze"]], "squeeze_with_transparency": [[50, "squeeze-with-transparency"]], "imgutils.pose.dwpose": [[51, "module-imgutils.pose.dwpose"]], "dwpose_estimate": [[51, "dwpose-estimate"]], "imgutils.pose.format": [[52, "module-imgutils.pose.format"]], "OP18KeyPointSet": [[52, "op18keypointset"]], "OpenPose18": [[52, "openpose18"]], "OP18_BODY_MAX": [[52, "op18-body-max"]], "OP18_BODY_MIN": [[52, "op18-body-min"]], "OP18_FACE_MAX": [[52, "op18-face-max"]], "OP18_FACE_MIN": [[52, "op18-face-min"]], "OP18_LEFT_FOOT_MAX": [[52, "op18-left-foot-max"]], "OP18_LEFT_FOOT_MIN": [[52, "op18-left-foot-min"]], "OP18_LEFT_HAND_MAX": [[52, "op18-left-hand-max"]], "OP18_LEFT_HAND_MIN": [[52, "op18-left-hand-min"]], "OP18_RIGHT_FOOT_MAX": [[52, "op18-right-foot-max"]], "OP18_RIGHT_FOOT_MIN": [[52, "op18-right-foot-min"]], "OP18_RIGHT_HAND_MAX": [[52, "op18-right-hand-max"]], "OP18_RIGHT_HAND_MIN": [[52, "op18-right-hand-min"]], "imgutils.pose": [[53, "module-imgutils.pose"]], "imgutils.pose.visual": [[54, "module-imgutils.pose.visual"]], "op18_visualize": [[54, "op18-visualize"]], "imgutils.preprocess.base": [[55, "module-imgutils.preprocess.base"]], "NotParseTarget": [[55, "notparsetarget"]], "imgutils.preprocess": [[56, "module-imgutils.preprocess"]], "imgutils.preprocess.pillow": [[57, "module-imgutils.preprocess.pillow"]], "register_pillow_transform": [[57, "register-pillow-transform"]], "register_pillow_parse": [[57, "register-pillow-parse"]], "create_pillow_transforms": [[57, "create-pillow-transforms"]], "parse_pillow_transforms": [[57, "parse-pillow-transforms"]], "imgutils.preprocess.torchvision": [[58, "module-imgutils.preprocess.torchvision"]], "register_torchvision_transform": [[58, "register-torchvision-transform"]], "register_torchvision_parse": [[58, "register-torchvision-parse"]], "create_torchvision_transforms": [[58, "create-torchvision-transforms"]], "parse_torchvision_transforms": [[58, "parse-torchvision-transforms"]], "imgutils.preprocess.transformers": [[59, "module-imgutils.preprocess.transformers"]], "register_creators_for_transformers": [[59, "register-creators-for-transformers"]], "NotProcessorTypeError": [[59, "notprocessortypeerror"]], "create_transforms_from_transformers": [[59, "create-transforms-from-transformers"]], "is_valid_size_dict": [[59, "is-valid-size-dict"]], "convert_to_size_dict": [[59, "convert-to-size-dict"]], "get_size_dict": [[59, "get-size-dict"]], "create_clip_transforms": [[59, "create-clip-transforms"]], "create_transforms_from_clip_processor": [[59, "create-transforms-from-clip-processor"]], "create_convnext_transforms": [[59, "create-convnext-transforms"]], "create_transforms_from_convnext_processor": [[59, "create-transforms-from-convnext-processor"]], "create_vit_transforms": [[59, "create-vit-transforms"]], "create_transforms_from_vit_processor": [[59, "create-transforms-from-vit-processor"]], "create_siglip_transforms": [[59, "create-siglip-transforms"]], "create_transforms_from_siglip_processor": [[59, "create-transforms-from-siglip-processor"]], "create_bit_transforms": [[59, "create-bit-transforms"]], "create_transforms_from_bit_processor": [[59, "create-transforms-from-bit-processor"]], "create_blip_transforms": [[59, "create-blip-transforms"]], "create_transforms_from_blip_processor": [[59, "create-transforms-from-blip-processor"]], "create_mobilenetv2_transforms": [[59, "create-mobilenetv2-transforms"]], "create_transforms_from_mobilenetv2_processor": [[59, "create-transforms-from-mobilenetv2-processor"]], "imgutils.resource.background": [[60, "module-imgutils.resource.background"]], "BackgroundImageSet": [[60, "backgroundimageset"]], "list_bg_image_files": [[60, "list-bg-image-files"]], "get_bg_image_file": [[60, "get-bg-image-file"]], "get_bg_image": [[60, "get-bg-image"]], "random_bg_image_file": [[60, "random-bg-image-file"]], "random_bg_image": [[60, "random-bg-image"]], "imgutils.resource": [[61, "module-imgutils.resource"]], "imgutils.restore.adversarial": [[62, "module-imgutils.restore.adversarial"]], "remove_adversarial_noise": [[62, "remove-adversarial-noise"]], "imgutils.restore": [[63, "module-imgutils.restore"]], "imgutils.restore.nafnet": [[64, "module-imgutils.restore.nafnet"]], "restore_with_nafnet": [[64, "restore-with-nafnet"]], "imgutils.restore.scunet": [[65, "module-imgutils.restore.scunet"]], "restore_with_scunet": [[65, "restore-with-scunet"]], "imgutils.sd": [[66, "module-imgutils.sd"]], "imgutils.sd.metadata": [[67, "module-imgutils.sd.metadata"]], "SDMetaData": [[67, "sdmetadata"]], "parse_sdmeta_from_text": [[67, "parse-sdmeta-from-text"]], "get_sdmeta_from_image": [[67, "get-sdmeta-from-image"]], "save_image_with_sdmeta": [[67, "save-image-with-sdmeta"]], "imgutils.sd.model": [[68, "module-imgutils.sd.model"]], "read_metadata": [[68, "read-metadata"]], "save_with_metadata": [[68, "save-with-metadata"]], "imgutils.sd.nai": [[69, "module-imgutils.sd.nai"]], "NAIMetaData": [[69, "naimetadata"]], "NAIMetadata": [[69, "id1"]], "get_naimeta_from_image": [[69, "get-naimeta-from-image"]], "add_naimeta_to_image": [[69, "add-naimeta-to-image"]], "save_image_with_naimeta": [[69, "save-image-with-naimeta"]], "imgutils.segment": [[70, "module-imgutils.segment"]], "imgutils.segment.isnetis": [[71, "module-imgutils.segment.isnetis"]], "get_isnetis_mask": [[71, "get-isnetis-mask"]], "segment_with_isnetis": [[71, "segment-with-isnetis"]], "segment_rgba_with_isnetis": [[71, "segment-rgba-with-isnetis"]], "imgutils.tagging.blacklist": [[72, "module-imgutils.tagging.blacklist"]], "is_blacklisted": [[72, "is-blacklisted"]], "drop_blacklisted_tags": [[72, "drop-blacklisted-tags"]], "imgutils.tagging.character": [[73, "module-imgutils.tagging.character"]], "CHAR_WHITELIST_SUFFIX": [[73, "char-whitelist-suffix"]], "CHAR_WHITELIST_PREFIX": [[73, "char-whitelist-prefix"]], "CHAR_WHITELIST_WORD": [[73, "char-whitelist-word"]], "CHAR_SUFFIXES": [[73, "char-suffixes"]], "CHAR_PREFIXES": [[73, "char-prefixes"]], "CharacterTagPool": [[73, "charactertagpool"]], "is_basic_character_tag": [[73, "is-basic-character-tag"]], "drop_basic_character_tags": [[73, "drop-basic-character-tags"]], "imgutils.tagging.deepdanbooru": [[74, "module-imgutils.tagging.deepdanbooru"]], "get_deepdanbooru_tags": [[74, "get-deepdanbooru-tags"]], "imgutils.tagging.deepgelbooru": [[75, "module-imgutils.tagging.deepgelbooru"]], "get_deepgelbooru_tags": [[75, "get-deepgelbooru-tags"]], "imgutils.tagging.format": [[76, "module-imgutils.tagging.format"]], "add_underline": [[76, "add-underline"]], "remove_underline": [[76, "remove-underline"]], "tags_to_text": [[76, "tags-to-text"]], "imgutils.tagging": [[77, "module-imgutils.tagging"]], "imgutils.tagging.match": [[78, "module-imgutils.tagging.match"]], "tag_match_suffix": [[78, "tag-match-suffix"]], "tag_match_prefix": [[78, "tag-match-prefix"]], "tag_match_full": [[78, "tag-match-full"]], "imgutils.tagging.mldanbooru": [[79, "module-imgutils.tagging.mldanbooru"]], "get_mldanbooru_tags": [[79, "get-mldanbooru-tags"]], "imgutils.tagging.order": [[80, "module-imgutils.tagging.order"]], "sort_tags": [[80, "sort-tags"]], "imgutils.tagging.overlap": [[81, "module-imgutils.tagging.overlap"]], "drop_overlap_tags": [[81, "drop-overlap-tags"]], "imgutils.tagging.wd14": [[82, "module-imgutils.tagging.wd14"]], "get_wd14_tags": [[82, "get-wd14-tags"]], "convert_wd14_emb_to_prediction": [[82, "convert-wd14-emb-to-prediction"]], "denormalize_wd14_emb": [[82, "denormalize-wd14-emb"]], "imgutils.upscale.cdc": [[83, "module-imgutils.upscale.cdc"]], "upscale_with_cdc": [[83, "upscale-with-cdc"]], "imgutils.upscale": [[84, "module-imgutils.upscale"]], "imgutils.utils.cache": [[85, "module-imgutils.utils.cache"]], "ts_lru_cache": [[85, "ts-lru-cache"]], "imgutils.utils.func": [[86, "module-imgutils.utils.func"]], "sigmoid": [[86, "sigmoid"]], "imgutils.utils": [[87, "module-imgutils.utils"]], "imgutils.utils.onnxruntime": [[88, "module-imgutils.utils.onnxruntime"]], "get_onnx_provider": [[88, "get-onnx-provider"]], "open_onnx_model": [[88, "open-onnx-model"]], "imgutils.validate.aicheck": [[89, "module-imgutils.validate.aicheck"]], "get_ai_created_score": [[89, "get-ai-created-score"]], "is_ai_created": [[89, "is-ai-created"]], "imgutils.validate.bangumi_char": [[90, "module-imgutils.validate.bangumi_char"]], "anime_bangumi_char_score": [[90, "anime-bangumi-char-score"]], "anime_bangumi_char": [[90, "anime-bangumi-char"]], "imgutils.validate.classify": [[91, "module-imgutils.validate.classify"]], "anime_classify_score": [[91, "anime-classify-score"]], "anime_classify": [[91, "anime-classify"]], "imgutils.validate.color": [[92, "module-imgutils.validate.color"]], "is_greyscale": [[92, "is-greyscale"]], "imgutils.validate.completeness": [[93, "module-imgutils.validate.completeness"]], "anime_completeness_score": [[93, "anime-completeness-score"]], "anime_completeness": [[93, "anime-completeness"]], "imgutils.validate.dbrating": [[94, "module-imgutils.validate.dbrating"]], "anime_dbrating_score": [[94, "anime-dbrating-score"]], "anime_dbrating": [[94, "anime-dbrating"]], "imgutils.validate.furry": [[95, "module-imgutils.validate.furry"]], "anime_furry_score": [[95, "anime-furry-score"]], "anime_furry": [[95, "anime-furry"]], "imgutils.validate": [[96, "module-imgutils.validate"]], "imgutils.validate.monochrome": [[97, "module-imgutils.validate.monochrome"]], "get_monochrome_score": [[97, "get-monochrome-score"]], "is_monochrome": [[97, "is-monochrome"]], "imgutils.validate.nsfw": [[98, "module-imgutils.validate.nsfw"]], "nsfw_pred_score": [[98, "nsfw-pred-score"]], "nsfw_pred": [[98, "nsfw-pred"]], "imgutils.validate.portrait": [[99, "module-imgutils.validate.portrait"]], "anime_portrait_score": [[99, "anime-portrait-score"]], "anime_portrait": [[99, "anime-portrait"]], "imgutils.validate.rating": [[100, "module-imgutils.validate.rating"]], "anime_rating_score": [[100, "anime-rating-score"]], "anime_rating": [[100, "anime-rating"]], "imgutils.validate.real": [[101, "module-imgutils.validate.real"]], "anime_real_score": [[101, "anime-real-score"]], "anime_real": [[101, "anime-real"]], "imgutils.validate.safe": [[102, "module-imgutils.validate.safe"]], "safe_check_score": [[102, "safe-check-score"]], "safe_check": [[102, "safe-check"]], "imgutils.validate.style_age": [[103, "module-imgutils.validate.style_age"]], "anime_style_age_score": [[103, "anime-style-age-score"]], "anime_style_age": [[103, "anime-style-age"]], "imgutils.validate.teen": [[104, "module-imgutils.validate.teen"]], "anime_teen_score": [[104, "anime-teen-score"]], "anime_teen": [[104, "anime-teen"]], "imgutils.validate.truncate": [[105, "module-imgutils.validate.truncate"]], "is_truncated_file": [[105, "is-truncated-file"]], "Welcome to imgutils\u2019s Documentation": [[106, "welcome-to-imgutils-s-documentation"]], "Overview": [[106, "overview"]], "Tutorials": [[106, null]], "Information": [[106, null]], "API Documentation": [[106, null]], "Run Environment Information": [[107, "Run-Environment-Information"], [108, "Run-Environment-Information"]], "Installation": [[109, "installation"]], "Quick Start": [[110, "quick-start"]]}, "indexentries": {"ascii_drawing() (in module imgutils.ascii.drawing)": [[0, "imgutils.ascii.drawing.ascii_drawing"]], "imgutils.ascii.drawing": [[0, "module-imgutils.ascii.drawing"]], "module": [[0, "module-imgutils.ascii.drawing"], [1, "module-imgutils.ascii"], [2, "module-imgutils.config"], [3, "module-imgutils.config.meta"], [4, "module-imgutils.data.background"], [5, "module-imgutils.data.blob"], [6, "module-imgutils.data.decode"], [7, "module-imgutils.data.encode"], [8, "module-imgutils.data.image"], [9, "module-imgutils.data"], [10, "module-imgutils.data.layer"], [11, "module-imgutils.data.url"], [12, "module-imgutils.detect.booru_yolo"], [13, "module-imgutils.detect.censor"], [14, "module-imgutils.detect.eye"], [15, "module-imgutils.detect.face"], [16, "module-imgutils.detect.halfbody"], [17, "module-imgutils.detect.hand"], [18, "module-imgutils.detect.head"], [19, "module-imgutils.detect"], [20, "module-imgutils.detect.nudenet"], [21, "module-imgutils.detect.person"], [22, "module-imgutils.detect.similarity"], [23, "module-imgutils.detect.text"], [24, "module-imgutils.detect.visual"], [25, "module-imgutils.edge.canny"], [26, "module-imgutils.edge"], [27, "module-imgutils.edge.lineart"], [28, "module-imgutils.edge.lineart_anime"], [29, "module-imgutils.generic.classify"], [30, "module-imgutils.generic.clip"], [31, "module-imgutils.generic.enhance"], [32, "module-imgutils.generic"], [33, "module-imgutils.generic.siglip"], [34, "module-imgutils.generic.yolo"], [35, "module-imgutils.metadata.geninfo"], [36, "module-imgutils.metadata"], [37, "module-imgutils.metadata.lsb"], [38, "module-imgutils.metrics.aesthetic"], [39, "module-imgutils.metrics.ccip"], [40, "module-imgutils.metrics.dbaesthetic"], [41, "module-imgutils.metrics"], [42, "module-imgutils.metrics.laplacian"], [43, "module-imgutils.metrics.lpips"], [44, "module-imgutils.metrics.psnr_"], [45, "module-imgutils.ocr"], [46, "module-imgutils.operate.align"], [47, "module-imgutils.operate.censor_"], [48, "module-imgutils.operate.imgcensor"], [49, "module-imgutils.operate"], [50, "module-imgutils.operate.squeeze"], [51, "module-imgutils.pose.dwpose"], [52, "module-imgutils.pose.format"], [53, "module-imgutils.pose"], [54, "module-imgutils.pose.visual"], [55, "module-imgutils.preprocess.base"], [56, "module-imgutils.preprocess"], [57, "module-imgutils.preprocess.pillow"], [58, "module-imgutils.preprocess.torchvision"], [59, "module-imgutils.preprocess.transformers"], [60, "module-imgutils.resource.background"], [61, "module-imgutils.resource"], [62, "module-imgutils.restore.adversarial"], [63, "module-imgutils.restore"], [64, "module-imgutils.restore.nafnet"], [65, "module-imgutils.restore.scunet"], [66, "module-imgutils.sd"], [67, "module-imgutils.sd.metadata"], [68, "module-imgutils.sd.model"], [69, "module-imgutils.sd.nai"], [70, "module-imgutils.segment"], [71, "module-imgutils.segment.isnetis"], [72, "module-imgutils.tagging.blacklist"], [73, "module-imgutils.tagging.character"], [74, "module-imgutils.tagging.deepdanbooru"], [75, "module-imgutils.tagging.deepgelbooru"], [76, "module-imgutils.tagging.format"], [77, "module-imgutils.tagging"], [78, "module-imgutils.tagging.match"], [79, "module-imgutils.tagging.mldanbooru"], [80, "module-imgutils.tagging.order"], [81, "module-imgutils.tagging.overlap"], [82, "module-imgutils.tagging.wd14"], [83, "module-imgutils.upscale.cdc"], [84, "module-imgutils.upscale"], [85, "module-imgutils.utils.cache"], [86, "module-imgutils.utils.func"], [87, "module-imgutils.utils"], [88, "module-imgutils.utils.onnxruntime"], [89, "module-imgutils.validate.aicheck"], [90, "module-imgutils.validate.bangumi_char"], [91, "module-imgutils.validate.classify"], [92, "module-imgutils.validate.color"], [93, "module-imgutils.validate.completeness"], [94, "module-imgutils.validate.dbrating"], [95, "module-imgutils.validate.furry"], [96, "module-imgutils.validate"], [97, "module-imgutils.validate.monochrome"], [98, "module-imgutils.validate.nsfw"], [99, "module-imgutils.validate.portrait"], [100, "module-imgutils.validate.rating"], [101, "module-imgutils.validate.real"], [102, "module-imgutils.validate.safe"], [103, "module-imgutils.validate.style_age"], [104, "module-imgutils.validate.teen"], [105, "module-imgutils.validate.truncate"]], "imgutils.ascii": [[1, "module-imgutils.ascii"]], "imgutils.config": [[2, "module-imgutils.config"]], "__author_email__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__AUTHOR_EMAIL__"]], "__author__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__AUTHOR__"]], "__description__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__DESCRIPTION__"]], "__title__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__TITLE__"]], "__version__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__VERSION__"]], "imgutils.config.meta": [[3, "module-imgutils.config.meta"]], "grid_background() (in module imgutils.data.background)": [[4, "imgutils.data.background.grid_background"]], "grid_transparent() (in module imgutils.data.background)": [[4, "imgutils.data.background.grid_transparent"]], "imgutils.data.background": [[4, "module-imgutils.data.background"]], "imgutils.data.blob": [[5, "module-imgutils.data.blob"]], "is_valid_image_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.is_valid_image_blob_url"]], "load_image_from_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.load_image_from_blob_url"]], "to_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.to_blob_url"]], "imgutils.data.decode": [[6, "module-imgutils.data.decode"]], "rgb_decode() (in module imgutils.data.decode)": [[6, "imgutils.data.decode.rgb_decode"]], "imgutils.data.encode": [[7, "module-imgutils.data.encode"]], "rgb_encode() (in module imgutils.data.encode)": [[7, "imgutils.data.encode.rgb_encode"]], "has_alpha_channel() (in module imgutils.data.image)": [[8, "imgutils.data.image.has_alpha_channel"]], "imgutils.data.image": [[8, "module-imgutils.data.image"]], "load_image() (in module imgutils.data.image)": [[8, "imgutils.data.image.load_image"]], "load_images() (in module imgutils.data.image)": [[8, "imgutils.data.image.load_images"]], "imgutils.data": [[9, "module-imgutils.data"]], "imgutils.data.layer": [[10, "module-imgutils.data.layer"]], "istack() (in module imgutils.data.layer)": [[10, "imgutils.data.layer.istack"]], "download_image_from_url() (in module imgutils.data.url)": [[11, "imgutils.data.url.download_image_from_url"]], "imgutils.data.url": [[11, "module-imgutils.data.url"]], "is_http_url() (in module imgutils.data.url)": [[11, "imgutils.data.url.is_http_url"]], "detect_with_booru_yolo() (in module imgutils.detect.booru_yolo)": [[12, "imgutils.detect.booru_yolo.detect_with_booru_yolo"]], "imgutils.detect.booru_yolo": [[12, "module-imgutils.detect.booru_yolo"]], "detect_censors() (in module imgutils.detect.censor)": [[13, "imgutils.detect.censor.detect_censors"]], "imgutils.detect.censor": [[13, "module-imgutils.detect.censor"]], "detect_eyes() (in module imgutils.detect.eye)": [[14, "imgutils.detect.eye.detect_eyes"]], "imgutils.detect.eye": [[14, "module-imgutils.detect.eye"]], "detect_faces() (in module imgutils.detect.face)": [[15, "imgutils.detect.face.detect_faces"]], "imgutils.detect.face": [[15, "module-imgutils.detect.face"]], "detect_halfbody() (in module imgutils.detect.halfbody)": [[16, "imgutils.detect.halfbody.detect_halfbody"]], "imgutils.detect.halfbody": [[16, "module-imgutils.detect.halfbody"]], "detect_hands() (in module imgutils.detect.hand)": [[17, "imgutils.detect.hand.detect_hands"]], "imgutils.detect.hand": [[17, "module-imgutils.detect.hand"]], "detect_heads() (in module imgutils.detect.head)": [[18, "imgutils.detect.head.detect_heads"]], "imgutils.detect.head": [[18, "module-imgutils.detect.head"]], "imgutils.detect": [[19, "module-imgutils.detect"]], "detect_with_nudenet() (in module imgutils.detect.nudenet)": [[20, "imgutils.detect.nudenet.detect_with_nudenet"]], "imgutils.detect.nudenet": [[20, "module-imgutils.detect.nudenet"]], "detect_person() (in module imgutils.detect.person)": [[21, "imgutils.detect.person.detect_person"]], "imgutils.detect.person": [[21, "module-imgutils.detect.person"]], "bboxes_similarity() (in module imgutils.detect.similarity)": [[22, "imgutils.detect.similarity.bboxes_similarity"]], "calculate_iou() (in module imgutils.detect.similarity)": [[22, "imgutils.detect.similarity.calculate_iou"]], "detection_similarity() (in module imgutils.detect.similarity)": [[22, "imgutils.detect.similarity.detection_similarity"]], "imgutils.detect.similarity": [[22, "module-imgutils.detect.similarity"]], "detect_text() (in module imgutils.detect.text)": [[23, "imgutils.detect.text.detect_text"]], "imgutils.detect.text": [[23, "module-imgutils.detect.text"]], "detection_visualize() (in module imgutils.detect.visual)": [[24, "imgutils.detect.visual.detection_visualize"]], "imgutils.detect.visual": [[24, "module-imgutils.detect.visual"]], "edge_image_with_canny() (in module imgutils.edge.canny)": [[25, "imgutils.edge.canny.edge_image_with_canny"]], "get_edge_by_canny() (in module imgutils.edge.canny)": [[25, "imgutils.edge.canny.get_edge_by_canny"]], "imgutils.edge.canny": [[25, "module-imgutils.edge.canny"]], "imgutils.edge": [[26, "module-imgutils.edge"]], "edge_image_with_lineart() (in module imgutils.edge.lineart)": [[27, "imgutils.edge.lineart.edge_image_with_lineart"]], "get_edge_by_lineart() (in module imgutils.edge.lineart)": [[27, "imgutils.edge.lineart.get_edge_by_lineart"]], "imgutils.edge.lineart": [[27, "module-imgutils.edge.lineart"]], "edge_image_with_lineart_anime() (in module imgutils.edge.lineart_anime)": [[28, "imgutils.edge.lineart_anime.edge_image_with_lineart_anime"]], "get_edge_by_lineart_anime() (in module imgutils.edge.lineart_anime)": [[28, "imgutils.edge.lineart_anime.get_edge_by_lineart_anime"]], "imgutils.edge.lineart_anime": [[28, "module-imgutils.edge.lineart_anime"]], "classifymodel (class in imgutils.generic.classify)": [[29, "imgutils.generic.classify.ClassifyModel"]], "__init__() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.__init__"]], "classify_predict() (in module imgutils.generic.classify)": [[29, "imgutils.generic.classify.classify_predict"]], "classify_predict_fmt() (in module imgutils.generic.classify)": [[29, "imgutils.generic.classify.classify_predict_fmt"]], "classify_predict_score() (in module imgutils.generic.classify)": [[29, "imgutils.generic.classify.classify_predict_score"]], "clear() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.clear"]], "imgutils.generic.classify": [[29, "module-imgutils.generic.classify"]], "launch_demo() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.launch_demo"]], "make_ui() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.make_ui"]], "predict() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.predict"]], "predict_fmt() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.predict_fmt"]], "predict_score() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.predict_score"]], "clipmodel (class in imgutils.generic.clip)": [[30, "imgutils.generic.clip.CLIPModel"]], "__init__() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.__init__"]], "clear() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.clear"]], "clip_image_encode() (in module imgutils.generic.clip)": [[30, "imgutils.generic.clip.clip_image_encode"]], "clip_predict() (in module imgutils.generic.clip)": [[30, "imgutils.generic.clip.clip_predict"]], "clip_text_encode() (in module imgutils.generic.clip)": [[30, "imgutils.generic.clip.clip_text_encode"]], "image_encode() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.image_encode"]], "imgutils.generic.clip": [[30, "module-imgutils.generic.clip"]], "launch_demo() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.launch_demo"]], "make_ui() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.make_ui"]], "predict() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.predict"]], "text_encode() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.text_encode"]], "imageenhancer (class in imgutils.generic.enhance)": [[31, "imgutils.generic.enhance.ImageEnhancer"]], "__init__() (imgutils.generic.enhance.imageenhancer method)": [[31, "imgutils.generic.enhance.ImageEnhancer.__init__"]], "imgutils.generic.enhance": [[31, "module-imgutils.generic.enhance"]], "process() (imgutils.generic.enhance.imageenhancer method)": [[31, "imgutils.generic.enhance.ImageEnhancer.process"]], "imgutils.generic": [[32, "module-imgutils.generic"]], "siglipmodel (class in imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.SigLIPModel"]], "__init__() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.__init__"]], "clear() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.clear"]], "image_encode() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.image_encode"]], "imgutils.generic.siglip": [[33, "module-imgutils.generic.siglip"]], "launch_demo() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.launch_demo"]], "make_ui() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.make_ui"]], "predict() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.predict"]], "siglip_image_encode() (in module imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.siglip_image_encode"]], "siglip_predict() (in module imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.siglip_predict"]], "siglip_text_encode() (in module imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.siglip_text_encode"]], "text_encode() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.text_encode"]], "yolomodel (class in imgutils.generic.yolo)": [[34, "imgutils.generic.yolo.YOLOModel"]], "__init__() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.__init__"]], "clear() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.clear"]], "imgutils.generic.yolo": [[34, "module-imgutils.generic.yolo"]], "launch_demo() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.launch_demo"]], "make_ui() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.make_ui"]], "predict() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.predict"]], "yolo_predict() (in module imgutils.generic.yolo)": [[34, "imgutils.generic.yolo.yolo_predict"]], "imgutils.metadata.geninfo": [[35, "module-imgutils.metadata.geninfo"]], "read_geninfo_exif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.read_geninfo_exif"]], "read_geninfo_gif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.read_geninfo_gif"]], "read_geninfo_parameters() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.read_geninfo_parameters"]], "write_geninfo_exif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.write_geninfo_exif"]], "write_geninfo_gif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.write_geninfo_gif"]], "write_geninfo_parameters() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.write_geninfo_parameters"]], "imgutils.metadata": [[36, "module-imgutils.metadata"]], "imagelsbdataextractor (class in imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.ImageLsbDataExtractor"]], "lsbextractor (class in imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.LSBExtractor"]], "lsbreaderror (class in imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.LSBReadError"]], "__init__() (imgutils.metadata.lsb.imagelsbdataextractor method)": [[37, "imgutils.metadata.lsb.ImageLsbDataExtractor.__init__"]], "__init__() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.__init__"]], "extract_data() (imgutils.metadata.lsb.imagelsbdataextractor method)": [[37, "imgutils.metadata.lsb.ImageLsbDataExtractor.extract_data"]], "get_next_n_bytes() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.get_next_n_bytes"]], "get_one_byte() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.get_one_byte"]], "imgutils.metadata.lsb": [[37, "module-imgutils.metadata.lsb"]], "inject_data() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.inject_data"]], "read_32bit_integer() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.read_32bit_integer"]], "read_lsb_metadata() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.read_lsb_metadata"]], "read_lsb_raw_bytes() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.read_lsb_raw_bytes"]], "serialize_json() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.serialize_json"]], "serialize_pnginfo() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.serialize_pnginfo"]], "write_lsb_metadata() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.write_lsb_metadata"]], "write_lsb_raw_bytes() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.write_lsb_raw_bytes"]], "get_aesthetic_score() (in module imgutils.metrics.aesthetic)": [[38, "imgutils.metrics.aesthetic.get_aesthetic_score"]], "imgutils.metrics.aesthetic": [[38, "module-imgutils.metrics.aesthetic"]], "ccip_batch_differences() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_batch_differences"]], "ccip_batch_extract_features() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_batch_extract_features"]], "ccip_batch_same() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_batch_same"]], "ccip_clustering() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_clustering"]], "ccip_default_clustering_params() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_default_clustering_params"]], "ccip_default_threshold() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_default_threshold"]], "ccip_difference() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_difference"]], "ccip_extract_feature() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_extract_feature"]], "ccip_merge() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_merge"]], "ccip_same() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_same"]], "imgutils.metrics.ccip": [[39, "module-imgutils.metrics.ccip"]], "anime_dbaesthetic() (in module imgutils.metrics.dbaesthetic)": [[40, "imgutils.metrics.dbaesthetic.anime_dbaesthetic"]], "imgutils.metrics.dbaesthetic": [[40, "module-imgutils.metrics.dbaesthetic"]], "imgutils.metrics": [[41, "module-imgutils.metrics"]], "imgutils.metrics.laplacian": [[42, "module-imgutils.metrics.laplacian"]], "laplacian_score() (in module imgutils.metrics.laplacian)": [[42, "imgutils.metrics.laplacian.laplacian_score"]], "imgutils.metrics.lpips": [[43, "module-imgutils.metrics.lpips"]], "lpips_clustering() (in module imgutils.metrics.lpips)": [[43, "imgutils.metrics.lpips.lpips_clustering"]], "lpips_difference() (in module imgutils.metrics.lpips)": [[43, "imgutils.metrics.lpips.lpips_difference"]], "lpips_extract_feature() (in module imgutils.metrics.lpips)": [[43, "imgutils.metrics.lpips.lpips_extract_feature"]], "imgutils.metrics.psnr_": [[44, "module-imgutils.metrics.psnr_"]], "psnr() (in module imgutils.metrics.psnr_)": [[44, "imgutils.metrics.psnr_.psnr"]], "detect_text_with_ocr() (in module imgutils.ocr)": [[45, "imgutils.ocr.detect_text_with_ocr"]], "imgutils.ocr": [[45, "module-imgutils.ocr"]], "list_det_models() (in module imgutils.ocr)": [[45, "imgutils.ocr.list_det_models"]], "list_rec_models() (in module imgutils.ocr)": [[45, "imgutils.ocr.list_rec_models"]], "ocr() (in module imgutils.ocr)": [[45, "imgutils.ocr.ocr"]], "align_maxsize() (in module imgutils.operate.align)": [[46, "imgutils.operate.align.align_maxsize"]], "imgutils.operate.align": [[46, "module-imgutils.operate.align"]], "basecensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.BaseCensor"]], "blurcensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.BlurCensor"]], "colorcensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.ColorCensor"]], "pixelatecensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.PixelateCensor"]], "censor_area() (imgutils.operate.censor_.basecensor method)": [[47, "imgutils.operate.censor_.BaseCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.blurcensor method)": [[47, "imgutils.operate.censor_.BlurCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.colorcensor method)": [[47, "imgutils.operate.censor_.ColorCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.pixelatecensor method)": [[47, "imgutils.operate.censor_.PixelateCensor.censor_area"]], "censor_areas() (in module imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.censor_areas"]], "censor_nsfw() (in module imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.censor_nsfw"]], "imgutils.operate.censor_": [[47, "module-imgutils.operate.censor_"]], "register_censor_method() (in module imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.register_censor_method"]], "emojibasedcensor (class in imgutils.operate.imgcensor)": [[48, "imgutils.operate.imgcensor.EmojiBasedCensor"]], "imagebasedcensor (class in imgutils.operate.imgcensor)": [[48, "imgutils.operate.imgcensor.ImageBasedCensor"]], "singleimage (class in imgutils.operate.imgcensor)": [[48, "imgutils.operate.imgcensor.SingleImage"]], "__init__() (imgutils.operate.imgcensor.singleimage method)": [[48, "imgutils.operate.imgcensor.SingleImage.__init__"]], "censor_area() (imgutils.operate.imgcensor.emojibasedcensor method)": [[48, "imgutils.operate.imgcensor.EmojiBasedCensor.censor_area"]], "censor_area() (imgutils.operate.imgcensor.imagebasedcensor method)": [[48, "imgutils.operate.imgcensor.ImageBasedCensor.censor_area"]], "find_for_area() (imgutils.operate.imgcensor.singleimage method)": [[48, "imgutils.operate.imgcensor.SingleImage.find_for_area"]], "height (imgutils.operate.imgcensor.singleimage property)": [[48, "imgutils.operate.imgcensor.SingleImage.height"]], "imgutils.operate.imgcensor": [[48, "module-imgutils.operate.imgcensor"]], "width (imgutils.operate.imgcensor.singleimage property)": [[48, "imgutils.operate.imgcensor.SingleImage.width"]], "imgutils.operate": [[49, "module-imgutils.operate"]], "imgutils.operate.squeeze": [[50, "module-imgutils.operate.squeeze"]], "squeeze() (in module imgutils.operate.squeeze)": [[50, "imgutils.operate.squeeze.squeeze"]], "squeeze_with_transparency() (in module imgutils.operate.squeeze)": [[50, "imgutils.operate.squeeze.squeeze_with_transparency"]], "dwpose_estimate() (in module imgutils.pose.dwpose)": [[51, "imgutils.pose.dwpose.dwpose_estimate"]], "imgutils.pose.dwpose": [[51, "module-imgutils.pose.dwpose"]], "left_ankle (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_ANKLE"]], "left_big_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_BIG_TOE"]], "left_ear (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_EAR"]], "left_elbow (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_ELBOW"]], "left_eye (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_EYE"]], "left_heel (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_HEEL"]], "left_hip (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_HIP"]], "left_knee (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_KNEE"]], "left_shoulder (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_SHOULDER"]], "left_small_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_SMALL_TOE"]], "left_wrist (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_WRIST"]], "neck (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.NECK"]], "nose (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.NOSE"]], "op18keypointset (class in imgutils.pose.format)": [[52, "imgutils.pose.format.OP18KeyPointSet"]], "op18_body_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_BODY_MAX"]], "op18_body_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_BODY_MIN"]], "op18_face_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_FACE_MAX"]], "op18_face_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_FACE_MIN"]], "op18_left_foot_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_FOOT_MAX"]], "op18_left_foot_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_FOOT_MIN"]], "op18_left_hand_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_HAND_MAX"]], "op18_left_hand_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_HAND_MIN"]], "op18_right_foot_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_FOOT_MAX"]], "op18_right_foot_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_FOOT_MIN"]], "op18_right_hand_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_HAND_MAX"]], "op18_right_hand_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_HAND_MIN"]], "right_ankle (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_ANKLE"]], "right_big_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_BIG_TOE"]], "right_ear (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_EAR"]], "right_elbow (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_ELBOW"]], "right_eye (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_EYE"]], "right_heel (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_HEEL"]], "right_hip (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_HIP"]], "right_knee (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_KNEE"]], "right_shoulder (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_SHOULDER"]], "right_small_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_SMALL_TOE"]], "right_wrist (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_WRIST"]], "__init__() (imgutils.pose.format.op18keypointset method)": [[52, "imgutils.pose.format.OP18KeyPointSet.__init__"]], "__mul__() (imgutils.pose.format.op18keypointset method)": [[52, "imgutils.pose.format.OP18KeyPointSet.__mul__"]], "__truediv__() (imgutils.pose.format.op18keypointset method)": [[52, "imgutils.pose.format.OP18KeyPointSet.__truediv__"]], "body (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.body"]], "face (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.face"]], "imgutils.pose.format": [[52, "module-imgutils.pose.format"]], "left_foot (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.left_foot"]], "left_hand (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.left_hand"]], "right_foot (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.right_foot"]], "right_hand (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.right_hand"]], "imgutils.pose": [[53, "module-imgutils.pose"]], "imgutils.pose.visual": [[54, "module-imgutils.pose.visual"]], "op18_visualize() (in module imgutils.pose.visual)": [[54, "imgutils.pose.visual.op18_visualize"]], "notparsetarget (class in imgutils.preprocess.base)": [[55, "imgutils.preprocess.base.NotParseTarget"]], "imgutils.preprocess.base": [[55, "module-imgutils.preprocess.base"]], "imgutils.preprocess": [[56, "module-imgutils.preprocess"]], "create_pillow_transforms() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.create_pillow_transforms"]], "imgutils.preprocess.pillow": [[57, "module-imgutils.preprocess.pillow"]], "parse_pillow_transforms() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.parse_pillow_transforms"]], "register_pillow_parse() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.register_pillow_parse"]], "register_pillow_transform() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.register_pillow_transform"]], "create_torchvision_transforms() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.create_torchvision_transforms"]], "imgutils.preprocess.torchvision": [[58, "module-imgutils.preprocess.torchvision"]], "parse_torchvision_transforms() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.parse_torchvision_transforms"]], "register_torchvision_parse() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.register_torchvision_parse"]], "register_torchvision_transform() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.register_torchvision_transform"]], "notprocessortypeerror (class in imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.NotProcessorTypeError"]], "convert_to_size_dict() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.convert_to_size_dict"]], "create_bit_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_bit_transforms"]], "create_blip_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_blip_transforms"]], "create_clip_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_clip_transforms"]], "create_convnext_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_convnext_transforms"]], "create_mobilenetv2_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_mobilenetv2_transforms"]], "create_siglip_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_siglip_transforms"]], "create_transforms_from_bit_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_bit_processor"]], "create_transforms_from_blip_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_blip_processor"]], "create_transforms_from_clip_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_clip_processor"]], "create_transforms_from_convnext_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_convnext_processor"]], "create_transforms_from_mobilenetv2_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_mobilenetv2_processor"]], "create_transforms_from_siglip_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_siglip_processor"]], "create_transforms_from_transformers() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_transformers"]], "create_transforms_from_vit_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_vit_processor"]], "create_vit_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_vit_transforms"]], "get_size_dict() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.get_size_dict"]], "imgutils.preprocess.transformers": [[59, "module-imgutils.preprocess.transformers"]], "is_valid_size_dict() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.is_valid_size_dict"]], "register_creators_for_transformers() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.register_creators_for_transformers"]], "backgroundimageset (class in imgutils.resource.background)": [[60, "imgutils.resource.background.BackgroundImageSet"]], "__init__() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.__init__"]], "get_bg_image() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.get_bg_image"]], "get_bg_image_file() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.get_bg_image_file"]], "get_image() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.get_image"]], "get_image_file() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.get_image_file"]], "imgutils.resource.background": [[60, "module-imgutils.resource.background"]], "list_bg_image_files() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.list_bg_image_files"]], "list_image_files() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.list_image_files"]], "random_bg_image() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.random_bg_image"]], "random_bg_image_file() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.random_bg_image_file"]], "random_image() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.random_image"]], "random_image_file() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.random_image_file"]], "imgutils.resource": [[61, "module-imgutils.resource"]], "imgutils.restore.adversarial": [[62, "module-imgutils.restore.adversarial"]], "remove_adversarial_noise() (in module imgutils.restore.adversarial)": [[62, "imgutils.restore.adversarial.remove_adversarial_noise"]], "imgutils.restore": [[63, "module-imgutils.restore"]], "imgutils.restore.nafnet": [[64, "module-imgutils.restore.nafnet"]], "restore_with_nafnet() (in module imgutils.restore.nafnet)": [[64, "imgutils.restore.nafnet.restore_with_nafnet"]], "imgutils.restore.scunet": [[65, "module-imgutils.restore.scunet"]], "restore_with_scunet() (in module imgutils.restore.scunet)": [[65, "imgutils.restore.scunet.restore_with_scunet"]], "imgutils.sd": [[66, "module-imgutils.sd"]], "sdmetadata (class in imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.SDMetaData"]], "__str__() (imgutils.sd.metadata.sdmetadata method)": [[67, "imgutils.sd.metadata.SDMetaData.__str__"]], "get_sdmeta_from_image() (in module imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.get_sdmeta_from_image"]], "imgutils.sd.metadata": [[67, "module-imgutils.sd.metadata"]], "parse_sdmeta_from_text() (in module imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.parse_sdmeta_from_text"]], "pnginfo (imgutils.sd.metadata.sdmetadata property)": [[67, "imgutils.sd.metadata.SDMetaData.pnginfo"]], "save_image_with_sdmeta() (in module imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.save_image_with_sdmeta"]], "text (imgutils.sd.metadata.sdmetadata property)": [[67, "imgutils.sd.metadata.SDMetaData.text"]], "imgutils.sd.model": [[68, "module-imgutils.sd.model"]], "read_metadata() (in module imgutils.sd.model)": [[68, "imgutils.sd.model.read_metadata"]], "save_with_metadata() (in module imgutils.sd.model)": [[68, "imgutils.sd.model.save_with_metadata"]], "naimetadata (class in imgutils.sd.nai)": [[69, "imgutils.sd.nai.NAIMetaData"], [69, "imgutils.sd.nai.NAIMetadata"]], "__init__() (imgutils.sd.nai.naimetadata method)": [[69, "imgutils.sd.nai.NAIMetaData.__init__"]], "add_naimeta_to_image() (in module imgutils.sd.nai)": [[69, "imgutils.sd.nai.add_naimeta_to_image"]], "get_naimeta_from_image() (in module imgutils.sd.nai)": [[69, "imgutils.sd.nai.get_naimeta_from_image"]], "imgutils.sd.nai": [[69, "module-imgutils.sd.nai"]], "pnginfo (imgutils.sd.nai.naimetadata property)": [[69, "imgutils.sd.nai.NAIMetaData.pnginfo"]], "save_image_with_naimeta() (in module imgutils.sd.nai)": [[69, "imgutils.sd.nai.save_image_with_naimeta"]], "imgutils.segment": [[70, "module-imgutils.segment"]], "get_isnetis_mask() (in module imgutils.segment.isnetis)": [[71, "imgutils.segment.isnetis.get_isnetis_mask"]], "imgutils.segment.isnetis": [[71, "module-imgutils.segment.isnetis"]], "segment_rgba_with_isnetis() (in module imgutils.segment.isnetis)": [[71, "imgutils.segment.isnetis.segment_rgba_with_isnetis"]], "segment_with_isnetis() (in module imgutils.segment.isnetis)": [[71, "imgutils.segment.isnetis.segment_with_isnetis"]], "drop_blacklisted_tags() (in module imgutils.tagging.blacklist)": [[72, "imgutils.tagging.blacklist.drop_blacklisted_tags"]], "imgutils.tagging.blacklist": [[72, "module-imgutils.tagging.blacklist"]], "is_blacklisted() (in module imgutils.tagging.blacklist)": [[72, "imgutils.tagging.blacklist.is_blacklisted"]], "char_prefixes (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_PREFIXES"]], "char_suffixes (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_SUFFIXES"]], "char_whitelist_prefix (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_WHITELIST_PREFIX"]], "char_whitelist_suffix (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_WHITELIST_SUFFIX"]], "char_whitelist_word (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_WHITELIST_WORD"]], "charactertagpool (class in imgutils.tagging.character)": [[73, "imgutils.tagging.character.CharacterTagPool"]], "__init__() (imgutils.tagging.character.charactertagpool method)": [[73, "imgutils.tagging.character.CharacterTagPool.__init__"]], "drop_basic_character_tags() (imgutils.tagging.character.charactertagpool method)": [[73, "imgutils.tagging.character.CharacterTagPool.drop_basic_character_tags"]], "drop_basic_character_tags() (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.drop_basic_character_tags"]], "imgutils.tagging.character": [[73, "module-imgutils.tagging.character"]], "is_basic_character_tag() (imgutils.tagging.character.charactertagpool method)": [[73, "imgutils.tagging.character.CharacterTagPool.is_basic_character_tag"]], "is_basic_character_tag() (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.is_basic_character_tag"]], "get_deepdanbooru_tags() (in module imgutils.tagging.deepdanbooru)": [[74, "imgutils.tagging.deepdanbooru.get_deepdanbooru_tags"]], "imgutils.tagging.deepdanbooru": [[74, "module-imgutils.tagging.deepdanbooru"]], "get_deepgelbooru_tags() (in module imgutils.tagging.deepgelbooru)": [[75, "imgutils.tagging.deepgelbooru.get_deepgelbooru_tags"]], "imgutils.tagging.deepgelbooru": [[75, "module-imgutils.tagging.deepgelbooru"]], "add_underline() (in module imgutils.tagging.format)": [[76, "imgutils.tagging.format.add_underline"]], "imgutils.tagging.format": [[76, "module-imgutils.tagging.format"]], "remove_underline() (in module imgutils.tagging.format)": [[76, "imgutils.tagging.format.remove_underline"]], "tags_to_text() (in module imgutils.tagging.format)": [[76, "imgutils.tagging.format.tags_to_text"]], "imgutils.tagging": [[77, "module-imgutils.tagging"]], "imgutils.tagging.match": [[78, "module-imgutils.tagging.match"]], "tag_match_full() (in module imgutils.tagging.match)": [[78, "imgutils.tagging.match.tag_match_full"]], "tag_match_prefix() (in module imgutils.tagging.match)": [[78, "imgutils.tagging.match.tag_match_prefix"]], "tag_match_suffix() (in module imgutils.tagging.match)": [[78, "imgutils.tagging.match.tag_match_suffix"]], "get_mldanbooru_tags() (in module imgutils.tagging.mldanbooru)": [[79, "imgutils.tagging.mldanbooru.get_mldanbooru_tags"]], "imgutils.tagging.mldanbooru": [[79, "module-imgutils.tagging.mldanbooru"]], "imgutils.tagging.order": [[80, "module-imgutils.tagging.order"]], "sort_tags() (in module imgutils.tagging.order)": [[80, "imgutils.tagging.order.sort_tags"]], "drop_overlap_tags() (in module imgutils.tagging.overlap)": [[81, "imgutils.tagging.overlap.drop_overlap_tags"]], "imgutils.tagging.overlap": [[81, "module-imgutils.tagging.overlap"]], "convert_wd14_emb_to_prediction() (in module imgutils.tagging.wd14)": [[82, "imgutils.tagging.wd14.convert_wd14_emb_to_prediction"]], "denormalize_wd14_emb() (in module imgutils.tagging.wd14)": [[82, "imgutils.tagging.wd14.denormalize_wd14_emb"]], "get_wd14_tags() (in module imgutils.tagging.wd14)": [[82, "imgutils.tagging.wd14.get_wd14_tags"]], "imgutils.tagging.wd14": [[82, "module-imgutils.tagging.wd14"]], "imgutils.upscale.cdc": [[83, "module-imgutils.upscale.cdc"]], "upscale_with_cdc() (in module imgutils.upscale.cdc)": [[83, "imgutils.upscale.cdc.upscale_with_cdc"]], "imgutils.upscale": [[84, "module-imgutils.upscale"]], "imgutils.utils.cache": [[85, "module-imgutils.utils.cache"]], "ts_lru_cache() (in module imgutils.utils.cache)": [[85, "imgutils.utils.cache.ts_lru_cache"]], "imgutils.utils.func": [[86, "module-imgutils.utils.func"]], "sigmoid() (in module imgutils.utils.func)": [[86, "imgutils.utils.func.sigmoid"]], "imgutils.utils": [[87, "module-imgutils.utils"]], "get_onnx_provider() (in module imgutils.utils.onnxruntime)": [[88, "imgutils.utils.onnxruntime.get_onnx_provider"]], "imgutils.utils.onnxruntime": [[88, "module-imgutils.utils.onnxruntime"]], "open_onnx_model() (in module imgutils.utils.onnxruntime)": [[88, "imgutils.utils.onnxruntime.open_onnx_model"]], "get_ai_created_score() (in module imgutils.validate.aicheck)": [[89, "imgutils.validate.aicheck.get_ai_created_score"]], "imgutils.validate.aicheck": [[89, "module-imgutils.validate.aicheck"]], "is_ai_created() (in module imgutils.validate.aicheck)": [[89, "imgutils.validate.aicheck.is_ai_created"]], "anime_bangumi_char() (in module imgutils.validate.bangumi_char)": [[90, "imgutils.validate.bangumi_char.anime_bangumi_char"]], "anime_bangumi_char_score() (in module imgutils.validate.bangumi_char)": [[90, "imgutils.validate.bangumi_char.anime_bangumi_char_score"]], "imgutils.validate.bangumi_char": [[90, "module-imgutils.validate.bangumi_char"]], "anime_classify() (in module imgutils.validate.classify)": [[91, "imgutils.validate.classify.anime_classify"]], "anime_classify_score() (in module imgutils.validate.classify)": [[91, "imgutils.validate.classify.anime_classify_score"]], "imgutils.validate.classify": [[91, "module-imgutils.validate.classify"]], "imgutils.validate.color": [[92, "module-imgutils.validate.color"]], "is_greyscale() (in module imgutils.validate.color)": [[92, "imgutils.validate.color.is_greyscale"]], "anime_completeness() (in module imgutils.validate.completeness)": [[93, "imgutils.validate.completeness.anime_completeness"]], "anime_completeness_score() (in module imgutils.validate.completeness)": [[93, "imgutils.validate.completeness.anime_completeness_score"]], "imgutils.validate.completeness": [[93, "module-imgutils.validate.completeness"]], "anime_dbrating() (in module imgutils.validate.dbrating)": [[94, "imgutils.validate.dbrating.anime_dbrating"]], "anime_dbrating_score() (in module imgutils.validate.dbrating)": [[94, "imgutils.validate.dbrating.anime_dbrating_score"]], "imgutils.validate.dbrating": [[94, "module-imgutils.validate.dbrating"]], "anime_furry() (in module imgutils.validate.furry)": [[95, "imgutils.validate.furry.anime_furry"]], "anime_furry_score() (in module imgutils.validate.furry)": [[95, "imgutils.validate.furry.anime_furry_score"]], "imgutils.validate.furry": [[95, "module-imgutils.validate.furry"]], "imgutils.validate": [[96, "module-imgutils.validate"]], "get_monochrome_score() (in module imgutils.validate.monochrome)": [[97, "imgutils.validate.monochrome.get_monochrome_score"]], "imgutils.validate.monochrome": [[97, "module-imgutils.validate.monochrome"]], "is_monochrome() (in module imgutils.validate.monochrome)": [[97, "imgutils.validate.monochrome.is_monochrome"]], "imgutils.validate.nsfw": [[98, "module-imgutils.validate.nsfw"]], "nsfw_pred() (in module imgutils.validate.nsfw)": [[98, "imgutils.validate.nsfw.nsfw_pred"]], "nsfw_pred_score() (in module imgutils.validate.nsfw)": [[98, "imgutils.validate.nsfw.nsfw_pred_score"]], "anime_portrait() (in module imgutils.validate.portrait)": [[99, "imgutils.validate.portrait.anime_portrait"]], "anime_portrait_score() (in module imgutils.validate.portrait)": [[99, "imgutils.validate.portrait.anime_portrait_score"]], "imgutils.validate.portrait": [[99, "module-imgutils.validate.portrait"]], "anime_rating() (in module imgutils.validate.rating)": [[100, "imgutils.validate.rating.anime_rating"]], "anime_rating_score() (in module imgutils.validate.rating)": [[100, "imgutils.validate.rating.anime_rating_score"]], "imgutils.validate.rating": [[100, "module-imgutils.validate.rating"]], "anime_real() (in module imgutils.validate.real)": [[101, "imgutils.validate.real.anime_real"]], "anime_real_score() (in module imgutils.validate.real)": [[101, "imgutils.validate.real.anime_real_score"]], "imgutils.validate.real": [[101, "module-imgutils.validate.real"]], "imgutils.validate.safe": [[102, "module-imgutils.validate.safe"]], "safe_check() (in module imgutils.validate.safe)": [[102, "imgutils.validate.safe.safe_check"]], "safe_check_score() (in module imgutils.validate.safe)": [[102, "imgutils.validate.safe.safe_check_score"]], "anime_style_age() (in module imgutils.validate.style_age)": [[103, "imgutils.validate.style_age.anime_style_age"]], "anime_style_age_score() (in module imgutils.validate.style_age)": [[103, "imgutils.validate.style_age.anime_style_age_score"]], "imgutils.validate.style_age": [[103, "module-imgutils.validate.style_age"]], "anime_teen() (in module imgutils.validate.teen)": [[104, "imgutils.validate.teen.anime_teen"]], "anime_teen_score() (in module imgutils.validate.teen)": [[104, "imgutils.validate.teen.anime_teen_score"]], "imgutils.validate.teen": [[104, "module-imgutils.validate.teen"]], "imgutils.validate.truncate": [[105, "module-imgutils.validate.truncate"]], "is_truncated_file() (in module imgutils.validate.truncate)": [[105, "imgutils.validate.truncate.is_truncated_file"]]}}) \ No newline at end of file +Search.setIndex({"docnames": ["api_doc/ascii/drawing", "api_doc/ascii/index", "api_doc/config/index", "api_doc/config/meta", "api_doc/data/background", "api_doc/data/blob", "api_doc/data/decode", "api_doc/data/encode", "api_doc/data/image", "api_doc/data/index", "api_doc/data/layer", "api_doc/data/url", "api_doc/detect/booru_yolo", "api_doc/detect/censor", "api_doc/detect/eye", "api_doc/detect/face", "api_doc/detect/halfbody", "api_doc/detect/hand", "api_doc/detect/head", "api_doc/detect/index", "api_doc/detect/nudenet", "api_doc/detect/person", "api_doc/detect/similarity", "api_doc/detect/text", "api_doc/detect/visual", "api_doc/edge/canny", "api_doc/edge/index", "api_doc/edge/lineart", "api_doc/edge/lineart_anime", "api_doc/generic/classify", "api_doc/generic/clip", "api_doc/generic/enhance", "api_doc/generic/index", "api_doc/generic/siglip", "api_doc/generic/yolo", "api_doc/metadata/geninfo", "api_doc/metadata/index", "api_doc/metadata/lsb", "api_doc/metrics/aesthetic", "api_doc/metrics/ccip", "api_doc/metrics/dbaesthetic", "api_doc/metrics/index", "api_doc/metrics/laplacian", "api_doc/metrics/lpips", "api_doc/metrics/psnr_", "api_doc/ocr/index", "api_doc/operate/align", "api_doc/operate/censor", "api_doc/operate/imgcensor", "api_doc/operate/index", "api_doc/operate/squeeze", "api_doc/pose/dwpose", "api_doc/pose/format", "api_doc/pose/index", "api_doc/pose/visual", "api_doc/preprocess/base", "api_doc/preprocess/index", "api_doc/preprocess/pillow", "api_doc/preprocess/torchvision", "api_doc/preprocess/transformers", "api_doc/resource/background", "api_doc/resource/index", "api_doc/restore/adversarial", "api_doc/restore/index", "api_doc/restore/nafnet", "api_doc/restore/scunet", "api_doc/sd/index", "api_doc/sd/metadata", "api_doc/sd/model", "api_doc/sd/nai", "api_doc/segment/index", "api_doc/segment/isnetis", "api_doc/tagging/blacklist", "api_doc/tagging/character", "api_doc/tagging/deepdanbooru", "api_doc/tagging/deepgelbooru", "api_doc/tagging/format", "api_doc/tagging/index", "api_doc/tagging/match", "api_doc/tagging/mldanbooru", "api_doc/tagging/order", "api_doc/tagging/overlap", "api_doc/tagging/wd14", "api_doc/upscale/cdc", "api_doc/upscale/index", "api_doc/utils/cache", "api_doc/utils/func", "api_doc/utils/index", "api_doc/utils/onnxruntime", "api_doc/validate/aicheck", "api_doc/validate/bangumi_char", "api_doc/validate/classify", "api_doc/validate/color", "api_doc/validate/completeness", "api_doc/validate/dbrating", "api_doc/validate/furry", "api_doc/validate/index", "api_doc/validate/monochrome", "api_doc/validate/nsfw", "api_doc/validate/portrait", "api_doc/validate/rating", "api_doc/validate/real", "api_doc/validate/safe", "api_doc/validate/style_age", "api_doc/validate/teen", "api_doc/validate/truncate", "index", "information/environment", "information/environment.result", "tutorials/installation/index", "tutorials/quick_start/index"], "filenames": ["api_doc/ascii/drawing.rst", "api_doc/ascii/index.rst", "api_doc/config/index.rst", "api_doc/config/meta.rst", "api_doc/data/background.rst", "api_doc/data/blob.rst", "api_doc/data/decode.rst", "api_doc/data/encode.rst", "api_doc/data/image.rst", "api_doc/data/index.rst", "api_doc/data/layer.rst", "api_doc/data/url.rst", "api_doc/detect/booru_yolo.rst", "api_doc/detect/censor.rst", "api_doc/detect/eye.rst", "api_doc/detect/face.rst", "api_doc/detect/halfbody.rst", "api_doc/detect/hand.rst", "api_doc/detect/head.rst", "api_doc/detect/index.rst", "api_doc/detect/nudenet.rst", "api_doc/detect/person.rst", "api_doc/detect/similarity.rst", "api_doc/detect/text.rst", "api_doc/detect/visual.rst", "api_doc/edge/canny.rst", "api_doc/edge/index.rst", "api_doc/edge/lineart.rst", "api_doc/edge/lineart_anime.rst", "api_doc/generic/classify.rst", "api_doc/generic/clip.rst", "api_doc/generic/enhance.rst", "api_doc/generic/index.rst", "api_doc/generic/siglip.rst", "api_doc/generic/yolo.rst", "api_doc/metadata/geninfo.rst", "api_doc/metadata/index.rst", "api_doc/metadata/lsb.rst", "api_doc/metrics/aesthetic.rst", "api_doc/metrics/ccip.rst", "api_doc/metrics/dbaesthetic.rst", "api_doc/metrics/index.rst", "api_doc/metrics/laplacian.rst", "api_doc/metrics/lpips.rst", "api_doc/metrics/psnr_.rst", "api_doc/ocr/index.rst", "api_doc/operate/align.rst", "api_doc/operate/censor.rst", "api_doc/operate/imgcensor.rst", "api_doc/operate/index.rst", "api_doc/operate/squeeze.rst", "api_doc/pose/dwpose.rst", "api_doc/pose/format.rst", "api_doc/pose/index.rst", "api_doc/pose/visual.rst", "api_doc/preprocess/base.rst", "api_doc/preprocess/index.rst", "api_doc/preprocess/pillow.rst", "api_doc/preprocess/torchvision.rst", "api_doc/preprocess/transformers.rst", "api_doc/resource/background.rst", "api_doc/resource/index.rst", "api_doc/restore/adversarial.rst", "api_doc/restore/index.rst", "api_doc/restore/nafnet.rst", "api_doc/restore/scunet.rst", "api_doc/sd/index.rst", "api_doc/sd/metadata.rst", "api_doc/sd/model.rst", "api_doc/sd/nai.rst", "api_doc/segment/index.rst", "api_doc/segment/isnetis.rst", "api_doc/tagging/blacklist.rst", "api_doc/tagging/character.rst", "api_doc/tagging/deepdanbooru.rst", "api_doc/tagging/deepgelbooru.rst", "api_doc/tagging/format.rst", "api_doc/tagging/index.rst", "api_doc/tagging/match.rst", "api_doc/tagging/mldanbooru.rst", "api_doc/tagging/order.rst", "api_doc/tagging/overlap.rst", "api_doc/tagging/wd14.rst", "api_doc/upscale/cdc.rst", "api_doc/upscale/index.rst", "api_doc/utils/cache.rst", "api_doc/utils/func.rst", "api_doc/utils/index.rst", "api_doc/utils/onnxruntime.rst", "api_doc/validate/aicheck.rst", "api_doc/validate/bangumi_char.rst", "api_doc/validate/classify.rst", "api_doc/validate/color.rst", "api_doc/validate/completeness.rst", "api_doc/validate/dbrating.rst", "api_doc/validate/furry.rst", "api_doc/validate/index.rst", "api_doc/validate/monochrome.rst", "api_doc/validate/nsfw.rst", "api_doc/validate/portrait.rst", "api_doc/validate/rating.rst", "api_doc/validate/real.rst", "api_doc/validate/safe.rst", "api_doc/validate/style_age.rst", "api_doc/validate/teen.rst", "api_doc/validate/truncate.rst", "index.rst", "information/environment.ipynb", "information/environment.result.ipynb", "tutorials/installation/index.rst", "tutorials/quick_start/index.rst"], "titles": ["imgutils.ascii.drawing", "imgutils.ascii", "imgutils.config", "imgutils.config.meta", "imgutils.data.background", "imgutils.data.blob", "imgutils.data.decode", "imgutils.data.encode", "imgutils.data.image", "imgutils.data", "imgutils.data.layer", "imgutils.data.url", "imgutils.detect.booru_yolo", "imgutils.detect.censor", "imgutils.detect.eye", "imgutils.detect.face", "imgutils.detect.halfbody", "imgutils.detect.hand", "imgutils.detect.head", "imgutils.detect", "imgutils.detect.nudenet", "imgutils.detect.person", "imgutils.detect.similarity", "imgutils.detect.text", "imgutils.detect.visual", "imgutils.edge.canny", "imgutils.edge", "imgutils.edge.lineart", "imgutils.edge.lineart_anime", "imgutils.generic.classify", "imgutils.generic.clip", "imgutils.generic.enhance", "imgutils.generic", "imgutils.generic.siglip", "imgutils.generic.yolo", "imgutils.metadata.geninfo", "imgutils.metadata", "imgutils.metadata.lsb", "imgutils.metrics.aesthetic", "imgutils.metrics.ccip", "imgutils.metrics.dbaesthetic", "imgutils.metrics", "imgutils.metrics.laplacian", "imgutils.metrics.lpips", "imgutils.metrics.psnr_", "imgutils.ocr", "imgutils.operate.align", "imgutils.operate.censor_", "imgutils.operate.imgcensor", "imgutils.operate", "imgutils.operate.squeeze", "imgutils.pose.dwpose", "imgutils.pose.format", "imgutils.pose", "imgutils.pose.visual", "imgutils.preprocess.base", "imgutils.preprocess", "imgutils.preprocess.pillow", "imgutils.preprocess.torchvision", "imgutils.preprocess.transformers", "imgutils.resource.background", "imgutils.resource", "imgutils.restore.adversarial", "imgutils.restore", "imgutils.restore.nafnet", "imgutils.restore.scunet", "imgutils.sd", "imgutils.sd.metadata", "imgutils.sd.model", "imgutils.sd.nai", "imgutils.segment", "imgutils.segment.isnetis", "imgutils.tagging.blacklist", "imgutils.tagging.character", "imgutils.tagging.deepdanbooru", "imgutils.tagging.deepgelbooru", "imgutils.tagging.format", "imgutils.tagging", "imgutils.tagging.match", "imgutils.tagging.mldanbooru", "imgutils.tagging.order", "imgutils.tagging.overlap", "imgutils.tagging.wd14", "imgutils.upscale.cdc", "imgutils.upscale", "imgutils.utils.cache", "imgutils.utils.func", "imgutils.utils", "imgutils.utils.onnxruntime", "imgutils.validate.aicheck", "imgutils.validate.bangumi_char", "imgutils.validate.classify", "imgutils.validate.color", "imgutils.validate.completeness", "imgutils.validate.dbrating", "imgutils.validate.furry", "imgutils.validate", "imgutils.validate.monochrome", "imgutils.validate.nsfw", "imgutils.validate.portrait", "imgutils.validate.rating", "imgutils.validate.real", "imgutils.validate.safe", "imgutils.validate.style_age", "imgutils.validate.teen", "imgutils.validate.truncate", "Welcome to imgutils\u2019s Documentation", "Run Environment Information", "Run Environment Information", "Installation", "Quick Start"], "terms": {"img": [0, 5, 8, 29, 62, 67], "str": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 54, 57, 58, 59, 60, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "pathlik": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "byte": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 52, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "bytearrai": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 52, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "binaryio": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "imag": [0, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 53, 54, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 69, 70, 71, 74, 75, 76, 77, 79, 82, 83, 84, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 109], "max_width": 0, "int": [0, 4, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 27, 28, 29, 30, 33, 34, 37, 39, 43, 45, 46, 47, 48, 50, 51, 52, 54, 59, 60, 62, 64, 65, 71, 79, 83, 102], "none": [0, 4, 8, 10, 11, 13, 14, 15, 16, 17, 18, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 39, 47, 50, 51, 54, 57, 58, 59, 60, 67, 69, 72, 73, 88], "ellipsi": 0, "max_height": 0, "resampl": [0, 59], "2": [0, 8, 12, 22, 23, 38, 39, 40, 43, 45, 52, 59, 62, 67, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "level": [0, 13, 14, 15, 16, 17, 18, 21, 33, 34, 38, 47, 60, 74, 94], "aspect": [0, 24, 34, 46], "float": [0, 7, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 34, 39, 40, 42, 43, 44, 45, 47, 48, 50, 52, 54, 59, 60, 62, 69, 72, 73, 74, 75, 76, 79, 80, 81, 82, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "1": [0, 10, 12, 20, 21, 22, 38, 39, 40, 43, 45, 52, 59, 60, 62, 67, 68, 72, 73, 74, 75, 80, 82, 83, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108, 109], "8": [0, 12, 22, 37, 39, 43, 47, 52, 59, 62, 67, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 107, 108, 109], "sourc": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 54, 55, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "gener": [0, 4, 12, 15, 21, 35, 36, 66, 67, 69, 75, 79, 82, 87, 94, 106], "art": [0, 67], "base": [0, 18, 21, 22, 29, 30, 33, 34, 39, 40, 42, 43, 46, 47, 48, 50, 52, 54, 56, 57, 59, 60, 69, 71, 74, 75, 79, 80, 81, 82, 90, 94, 98, 100, 106], "given": [0, 6, 7, 8, 10, 11, 14, 15, 17, 18, 19, 20, 23, 25, 27, 28, 29, 30, 33, 37, 39, 42, 46, 48, 52, 55, 59, 67, 69, 72, 73, 78, 81, 82, 89, 91, 94, 97, 98, 100, 104], "paramet": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "imagetyp": [0, 5, 12, 13, 14, 15, 16, 17, 18, 21, 23, 24, 29, 31, 34, 35, 37, 39, 40, 42, 45, 47, 50, 51, 54, 64, 65, 67, 69, 75, 82, 83, 90, 93, 95, 98, 99, 101, 102, 103], "The": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 29, 30, 31, 33, 34, 35, 36, 37, 39, 40, 42, 45, 46, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 63, 64, 65, 67, 68, 69, 71, 73, 74, 75, 76, 78, 79, 80, 82, 83, 85, 86, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 109], "input": [0, 5, 12, 13, 14, 15, 16, 18, 20, 21, 23, 24, 29, 30, 31, 33, 34, 35, 37, 39, 40, 42, 45, 46, 47, 48, 50, 51, 54, 57, 59, 62, 64, 65, 67, 69, 72, 73, 75, 76, 78, 80, 82, 83, 86, 90, 93, 95, 98, 99, 101, 103], "option": [0, 4, 11, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 24, 29, 30, 33, 34, 35, 39, 45, 47, 50, 51, 54, 59, 60, 62, 67, 68, 69, 72, 73, 80, 85], "maximum": [0, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 34, 39, 45, 46, 47, 59, 62, 85, 102], "width": [0, 4, 10, 48, 59, 60, 79], "If": [0, 5, 8, 10, 11, 13, 14, 15, 16, 17, 18, 21, 22, 24, 29, 30, 33, 34, 35, 37, 39, 45, 47, 50, 52, 54, 57, 58, 59, 62, 64, 65, 67, 68, 69, 72, 73, 80, 82, 88, 89, 90, 91, 94, 97, 100, 104], "set": [0, 12, 24, 29, 30, 34, 39, 50, 52, 54, 59, 82, 88, 91, 94, 100, 104, 105], "automat": [0, 4, 30, 33, 39, 50, 88, 107, 108], "determin": [0, 8, 39, 98], "termin": 0, "size": [0, 4, 6, 7, 10, 11, 23, 24, 25, 27, 28, 39, 46, 48, 50, 54, 57, 58, 59, 60, 62, 64, 65, 67, 71, 79, 83, 84, 102, 107, 108], "height": [0, 4, 10, 48, 59, 60, 79], "filter": [0, 34, 50, 59, 62, 72, 73, 94, 96, 100], "us": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 43, 45, 47, 48, 50, 51, 54, 55, 57, 59, 62, 63, 64, 65, 67, 68, 69, 72, 74, 75, 76, 79, 82, 83, 85, 86, 88, 89, 90, 91, 94, 96, 97, 98, 100, 104], "when": [0, 7, 10, 12, 23, 25, 27, 28, 29, 30, 37, 39, 43, 47, 48, 52, 55, 59, 64, 67, 69, 71, 79, 83, 85, 88, 89, 105], "resiz": [0, 23, 24, 34, 46, 54, 57, 58, 59, 67, 79], "charact": [0, 39, 45, 54, 70, 71, 74, 75, 76, 77, 82, 90, 106], "repres": [0, 7, 10, 12, 13, 14, 15, 22, 39, 43, 47, 50, 52, 69, 71, 80, 89, 98, 105], "differ": [0, 8, 14, 15, 16, 17, 18, 21, 22, 30, 35, 36, 37, 39, 43, 44, 51, 52, 58, 59, 90, 95, 99, 101, 103, 107, 108], "intens": 0, "proport": [0, 90], "correct": [0, 37], "output": [0, 24, 29, 30, 33, 40, 54, 67, 68, 75, 80, 82, 109], "which": [0, 4, 10, 22, 23, 25, 27, 28, 33, 35, 39, 43, 48, 57, 59, 60, 63, 67, 68, 69, 71, 72, 75, 79, 85, 86, 88, 89, 91, 96, 97, 98, 105, 106, 107, 108, 109], "should": [0, 3, 10, 24, 39, 43, 47, 48, 50, 59, 71, 82, 109], "approxim": 0, "ratio": [0, 24, 34, 45, 46, 48, 79], "your": [0, 50, 64, 105, 107, 108, 109], "thi": [0, 3, 4, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 45, 47, 48, 50, 51, 52, 54, 55, 57, 58, 59, 62, 64, 65, 66, 67, 68, 69, 70, 74, 77, 81, 82, 83, 85, 86, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 107, 108], "valu": [0, 4, 8, 10, 13, 17, 18, 21, 22, 37, 39, 43, 47, 50, 52, 57, 58, 59, 68, 74, 79, 86, 89, 97, 105], "ensur": [0, 30, 34, 39, 46, 59, 64, 67, 85], "i": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 45, 47, 48, 50, 51, 52, 54, 55, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 79, 80, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109], "close": [0, 48, 67], "possibl": [0, 23, 30, 39, 48], "origin": [0, 4, 6, 8, 20, 25, 27, 28, 37, 38, 44, 47, 48, 50, 54, 71, 74, 76, 79, 80, 98], "default": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 25, 27, 28, 29, 30, 33, 34, 39, 40, 42, 43, 45, 47, 48, 50, 52, 54, 59, 60, 64, 65, 68, 71, 72, 73, 74, 76, 79, 82, 83, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "return": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 98, 99, 100, 101, 102, 103, 104, 105], "represent": [0, 22, 39, 57, 58, 67], "type": [0, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 24, 29, 30, 31, 33, 34, 35, 37, 39, 40, 42, 45, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 72, 73, 76, 78, 80, 81, 82, 83, 85, 86, 90, 93, 94, 95, 98, 99, 100, 101, 102, 103], "exampl": [0, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 34, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 57, 58, 59, 60, 62, 67, 71, 72, 73, 74, 75, 76, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 105], "here": [0, 12, 20, 26, 39, 43, 44, 67, 72, 74, 75, 79, 82, 83, 90, 92, 105, 107, 108], "an": [0, 4, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 52, 54, 57, 59, 62, 64, 65, 67, 69, 70, 71, 73, 74, 75, 77, 80, 82, 83, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "jerri": 0, "from": [0, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 27, 28, 29, 33, 34, 35, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 57, 58, 59, 60, 62, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 79, 80, 81, 82, 83, 85, 86, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 107, 108, 109], "import": [0, 6, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 21, 24, 34, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 57, 58, 59, 60, 62, 67, 71, 72, 73, 74, 75, 76, 79, 80, 81, 82, 83, 85, 86, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 105, 107, 108, 109], "print": [0, 5, 12, 17, 18, 21, 22, 34, 67, 68, 107, 108, 109], "png": [0, 5, 8, 10, 13, 24, 35, 37, 42, 47, 48, 50, 62, 67, 69, 71, 82, 83, 92, 105], "draw": [1, 24, 26, 27, 54, 98, 106], "ascii_draw": 1, "meta": [2, 106, 109], "__title__": [2, 109], "__version__": [2, 109], "__description__": [2, 109], "__author__": [2, 109], "__author_email__": 2, "overview": [3, 4, 6, 7, 9, 10, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 26, 27, 28, 31, 32, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 50, 51, 53, 59, 60, 61, 62, 63, 64, 65, 66, 67, 70, 71, 72, 73, 74, 75, 76, 77, 79, 82, 83, 84, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105], "inform": [3, 30, 33, 34, 35, 36, 37, 54, 67, 69, 81], "packag": 3, "titl": [3, 69], "project": [3, 20, 74, 82, 105], "version": [3, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 34, 38, 47, 64, 65, 67, 68, 85, 91, 106, 109], "short": [3, 75, 79, 82], "descript": [3, 20, 29, 33, 69], "includ": [3, 5, 8, 11, 12, 13, 20, 21, 22, 24, 29, 30, 31, 33, 34, 35, 36, 51, 52, 58, 59, 66, 67, 68, 69, 75, 82, 86, 90, 98], "setup": 3, "py": [3, 71], "author": [3, 68], "email": 3, "step": [4, 48, 59, 67], "forecolor": [4, 25, 27, 28], "lightgrei": 4, "backcolor": [4, 25, 27, 28], "white": [4, 8, 25, 27, 28, 30, 59, 67, 71], "creat": [4, 29, 30, 33, 34, 35, 47, 57, 58, 59, 67, 69, 73, 89], "black": [4, 47, 67], "squar": [4, 59], "can": [4, 5, 8, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 24, 26, 30, 33, 35, 37, 39, 43, 47, 51, 52, 57, 59, 67, 68, 69, 75, 80, 82, 88, 90, 96, 97, 106, 109], "complement": 4, "transpar": [4, 8, 10, 25, 27, 28, 48, 50, 71, 83], "area": [4, 10, 12, 22, 23, 47, 48], "grid": 4, "pixel": [4, 24, 37, 47, 48, 50, 59, 62, 67, 71, 97], "mean": [4, 20, 22, 23, 25, 27, 28, 29, 39, 42, 43, 48, 52, 57, 58, 59, 88, 91, 109], "function": [4, 7, 8, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 35, 36, 37, 39, 42, 45, 47, 48, 50, 51, 54, 57, 58, 59, 62, 64, 66, 67, 68, 69, 81, 82, 83, 85, 86, 90, 94, 98, 100, 105], "suitabl": [4, 57, 59, 74, 98], "color": [4, 8, 10, 25, 27, 28, 47, 62, 67, 71, 96, 97, 106], "fore": [4, 25, 27, 28], "back": [4, 82], "A": [4, 5, 8, 13, 14, 15, 16, 17, 18, 20, 21, 25, 27, 28, 29, 34, 37, 38, 39, 40, 45, 46, 47, 48, 50, 57, 59, 60, 67, 68, 69, 73, 76, 81, 85, 88, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 102, 103, 104, 109], "rgba": [4, 8, 31, 37, 64, 65, 71, 83], "contain": [4, 5, 10, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 29, 30, 33, 34, 39, 40, 52, 54, 59, 64, 67, 68, 69, 75, 79, 82, 91, 94, 100, 102, 104], "add": [4, 35, 68, 69, 76], "rgb": [4, 6, 7, 8, 30, 31, 47, 59, 60, 67, 71, 83], "In": [4, 27, 39, 90, 91], "document": [4, 107, 108, 109], "accur": [4, 13, 21, 94, 100], "present": [4, 35, 69, 74], "state": [4, 33], "shown": [4, 70], "follow": [4, 29, 39, 52, 58, 59, 63, 68, 69, 75, 82, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104, 109], "figur": 4, "modul": [5, 8, 11, 12, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 35, 36, 37, 57, 58, 66, 68, 69, 70, 82, 85, 86, 94, 100, 106], "provid": [5, 8, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 31, 33, 34, 35, 36, 37, 39, 47, 50, 52, 54, 57, 58, 59, 66, 67, 68, 69, 79, 80, 82, 85, 86, 88, 94, 100], "util": [5, 8, 11, 20, 21, 29, 32, 34, 43, 46, 50, 53, 57, 58, 63, 66, 68, 74, 75, 79, 82, 106], "handl": [5, 8, 11, 29, 30, 33, 34, 36, 37, 55, 58, 59, 66, 69], "url": [5, 9, 13, 16, 18, 30, 37, 67, 106], "convers": [5, 8, 34, 58, 59], "between": [5, 14, 15, 21, 22, 29, 30, 33, 39, 43, 44, 48, 58, 64, 65, 73, 79, 83, 86], "valid": [5, 11, 47, 48, 52, 59, 106], "format": [5, 8, 10, 25, 27, 28, 29, 30, 33, 34, 35, 36, 37, 40, 47, 50, 51, 53, 57, 59, 67, 68, 69, 75, 77, 82, 98, 106], "support": [5, 6, 8, 11, 14, 15, 16, 18, 21, 29, 33, 34, 35, 48, 54, 57, 58, 59, 64, 65, 67, 68, 69, 82, 83], "convert": [5, 8, 30, 35, 37, 39, 52, 57, 58, 59, 69, 82, 98], "specifi": [5, 8, 22, 23, 24, 29, 30, 33, 34, 39, 47, 48, 50, 59, 67, 68, 69, 73, 75, 80, 82, 85], "load": [5, 8, 13, 14, 17, 18, 29, 30, 33, 34, 35, 37, 67, 82, 88], "variou": [5, 8, 14, 15, 17, 21, 22, 24, 29, 31, 33, 34, 36, 59, 67, 69, 86, 109], "mime": 5, "jpg": [5, 6, 7, 8, 11, 12, 14, 15, 16, 17, 18, 21, 24, 29, 34, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 51, 60, 71, 74, 75, 79, 82, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 105], "save_kwarg": 5, "string": [5, 13, 15, 16, 20, 37, 52, 67, 68, 76, 88, 105], "pil": [5, 6, 7, 8, 10, 11, 17, 24, 30, 34, 43, 46, 47, 48, 50, 57, 59, 60, 62, 67, 75, 83, 92, 97], "numpi": [5, 6, 10, 24, 30, 33, 37, 39, 50, 52, 82, 86], "arrai": [5, 10, 24, 30, 37, 39, 43, 50, 52, 82, 86], "file": [5, 8, 10, 11, 12, 13, 16, 18, 24, 35, 37, 43, 60, 66, 67, 68, 69, 88, 97, 105, 106], "path": [5, 8, 10, 12, 13, 16, 18, 24, 30, 34, 37, 60, 67, 68, 69, 75, 92, 97, 105], "desir": [5, 60], "addit": [5, 11, 29, 30, 33, 34, 35, 47, 48, 58, 67, 69], "keyword": [5, 11, 29, 30, 33, 34, 35, 47, 48, 67, 69, 85], "argument": [5, 11, 29, 30, 33, 34, 35, 47, 48, 51, 52, 67, 69, 73, 75, 82, 85], "pass": [5, 11, 27, 28, 29, 30, 33, 34, 35, 47, 48, 67, 71, 79, 83, 85], "save": [5, 10, 24, 35, 62, 67, 68, 69, 71], "encod": [5, 6, 9, 29, 30, 33, 37, 69, 106], "open": [5, 6, 7, 8, 10, 12, 17, 29, 34, 46, 47, 48, 50, 62, 67, 68, 83, 88], "test": [5, 43, 83, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104], "blob_url": 5, "qualiti": [5, 23, 40, 61, 67, 82, 83], "95": [5, 34, 59, 72, 73, 80], "base64": 5, "pre": [5, 13, 15, 18, 30, 33, 40], "object": [5, 6, 8, 10, 11, 12, 18, 22, 24, 34, 35, 37, 43, 47, 51, 54, 55, 58, 59, 60, 67, 69, 74, 75, 88, 91, 92, 94, 97, 100, 104], "rais": [5, 8, 11, 13, 14, 16, 17, 18, 21, 22, 29, 33, 34, 37, 47, 50, 52, 55, 57, 58, 59, 62, 67, 68, 69, 72, 73, 80], "valueerror": [5, 11, 13, 16, 18, 21, 22, 29, 33, 37, 50, 59, 69, 80], "unsupport": [5, 45, 58, 59, 80], "method": [5, 11, 29, 30, 31, 33, 34, 36, 37, 39, 47, 59, 94, 100], "warn": 5, "userwarn": 5, "doesn": [5, 37, 73], "t": [5, 37, 73], "match": [5, 22, 33, 37, 50, 59, 73, 77, 106], "actual": [5, 18, 21, 45], "invalid": [5, 13, 16, 18, 21, 29, 33, 35, 59], "show": [5, 11, 13, 14, 15, 16, 51], "bool": [5, 7, 8, 11, 24, 27, 34, 39, 45, 47, 50, 51, 54, 59, 64, 65, 68, 69, 72, 73, 74, 75, 76, 78, 79, 82, 83, 89, 97, 105], "effici": [5, 20, 23, 30, 68, 86], "without": [5, 34, 62, 67, 72, 73, 81], "content": [5, 11, 12, 27, 45, 70], "true": [5, 7, 8, 11, 24, 34, 39, 47, 48, 51, 54, 57, 58, 59, 64, 65, 68, 69, 72, 73, 76, 78, 82, 89, 92, 97, 105], "fals": [5, 6, 7, 8, 11, 24, 27, 34, 39, 45, 47, 59, 64, 65, 67, 68, 69, 72, 73, 74, 75, 76, 78, 79, 82, 83, 89, 92, 97, 105], "otherwis": [5, 8, 11, 35, 39, 59, 64, 65, 69, 72, 73, 78, 83, 88], "abc": 5, "svg": 5, "xml": 5, "jpeg": [5, 63, 67, 92, 105], "text": [5, 19, 24, 30, 33, 45, 67, 76, 78, 106], "plain": 5, "hello": 5, "order_": [6, 7], "chw": [6, 7], "both": [6, 13, 22, 30, 33, 45, 57, 68, 82], "np": [6, 7, 10, 29, 30, 33, 37, 39, 48, 50, 52, 82, 86], "uint8": [6, 7], "float32": [6, 7, 10, 25, 27, 28, 39], "ar": [6, 10, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 29, 30, 33, 34, 35, 39, 42, 43, 44, 45, 47, 52, 55, 58, 59, 60, 63, 67, 68, 69, 72, 73, 74, 75, 79, 80, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 99, 100, 101, 102, 103, 104, 105], "order": [6, 7, 59, 76, 77, 106], "rgb_encod": [6, 9], "custom_imag": [6, 7], "data_cwh": 6, "cwh": 6, "data_int": 6, "use_float": [6, 7], "mode": [6, 7, 8, 22, 34, 37, 58, 60, 67, 80, 83, 88], "1606x1870": [6, 7], "0x7fb9b89bbdc0": 6, "0x7fb9b89bbe50": 6, "0x7fb9b89bbdf0": 6, "invers": 6, "oper": [6, 30, 33, 38, 39, 40, 42, 43, 59, 68, 106], "ndarrai": [7, 10, 29, 30, 33, 37, 39, 43, 48, 50, 52, 82, 86], "channel": [7, 8, 31, 59, 64, 65, 83], "jpegimageplugin": [7, 60], "jpegimagefil": [7, 60], "0x7f9ec37389d0": 7, "shape": [7, 39, 43, 50, 71, 82], "dtype": [7, 39], "3": [7, 10, 12, 13, 14, 15, 21, 22, 39, 40, 43, 45, 47, 52, 54, 59, 62, 67, 75, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108, 109], "1870": 7, "1606": 7, "whc": 7, "": [7, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 29, 34, 35, 37, 45, 47, 57, 59, 67, 82, 85, 93], "result": [7, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 37, 40, 43, 45, 47, 48, 50, 51, 71, 74, 75, 82, 86, 93, 94, 100], "same": [7, 8, 39, 44, 82, 85], "torchvis": [7, 56, 106], "transform": [7, 8, 55, 56, 57, 58, 76, 106], "to_tensor": [7, 57, 58], "process": [8, 9, 11, 13, 14, 16, 17, 22, 31, 34, 36, 37, 39, 57, 59, 62, 64, 65, 66, 73, 82, 109], "manipul": [8, 66], "python": [8, 37, 62, 85, 107, 108, 109], "librari": [8, 34, 57, 59, 62, 109], "It": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 35, 36, 47, 48, 50, 54, 57, 58, 66, 68, 69, 82, 85, 86, 98, 109], "multipl": [8, 10, 16, 30, 33, 37, 39, 43, 67], "ad": [8, 12, 59, 68, 69, 76], "background": [8, 9, 25, 27, 28, 30, 61, 67, 71, 106], "check": [8, 11, 37, 42, 68, 72, 73, 78, 89, 92, 102, 105, 109], "alpha": [8, 31, 64, 65], "design": [8, 22, 29, 33, 35, 36], "simplifi": [8, 90], "common": [8, 58], "relat": [8, 12, 14, 17, 66, 73, 86], "task": [8, 21, 22, 33, 36, 47, 57], "applic": [8, 57, 74, 79, 98], "kei": [8, 18, 22, 30, 59, 68, 75, 82], "featur": [8, 13, 18, 30, 32, 33, 39, 43, 69, 71, 74, 75, 76, 82, 90], "binari": [8, 86], "like": [8, 12, 19, 24, 58, 59, 79, 85, 109], "onc": 8, "particularli": [8, 22, 29, 35, 36, 69, 85], "requir": [8, 10, 20, 21, 39, 48, 68, 69, 94, 100, 109], "preprocess": [8, 20, 29, 30, 34, 39, 64, 106], "befor": [8, 37, 39, 68, 82], "further": 8, "analysi": [8, 40], "force_background": [8, 59], "appli": [8, 15, 18, 20, 31, 39, 47, 48, 50, 57, 59, 62, 82, 86], "necessari": [8, 39, 74, 79], "ha": [8, 23, 45, 58, 83, 98, 107, 108], "4": [8, 12, 15, 17, 18, 22, 37, 38, 39, 40, 43, 47, 52, 62, 64, 65, 67, 75, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108], "avoid": [8, 74], "anomali": 8, "dure": [8, 29, 37, 76, 97, 105], "subsequ": [8, 30, 47], "union": [8, 13, 14, 15, 16, 17, 18, 21, 22, 30, 33, 37, 39, 47, 52, 57, 59, 67, 69, 72, 73, 80], "retain": 8, "typeerror": [8, 52, 57, 58, 59, 72, 73, 80], "isinst": 8, "list": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 39, 43, 45, 47, 48, 51, 54, 57, 58, 59, 60, 72, 73, 80, 81, 82, 89, 91, 94, 100, 104], "tupl": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 39, 40, 43, 45, 47, 48, 51, 59, 82, 90, 91, 93, 94, 95, 98, 99, 100, 101, 102, 103, 104], "take": [8, 54, 59], "singl": [8, 16, 33, 37, 39, 58, 59, 76, 82, 86], "call": [8, 26, 67], "each": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 29, 34, 39, 43, 50, 57, 66, 76, 78, 82, 83, 98], "item": [8, 10, 18], "batch": [8, 64, 65, 82, 83, 102], "multiimagestyp": [8, 30, 33, 39, 48], "iter": [8, 59, 62, 73], "img_path": 8, "image1": 8, "image2": 8, "loaded_imag": 8, "len": [8, 60], "all": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 26, 29, 30, 33, 34, 38, 39, 40, 42, 43, 45, 51, 52, 62, 64, 65, 68, 70, 71, 75, 77, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "pillow": [8, 56, 106], "boolean": [8, 39], "tool": [9, 16, 24, 29, 31, 38, 39, 40, 41, 47, 62, 70, 76, 96, 98], "basic": [9, 57, 61, 73], "grid_background": 9, "grid_transpar": 9, "blob": [9, 71, 106], "to_blob_url": 9, "load_image_from_blob_url": 9, "is_valid_image_blob_url": 9, "decod": [9, 37, 106], "rgb_decod": 9, "load_imag": [9, 24, 51, 67], "has_alpha_channel": 9, "layer": [9, 86, 106], "istack": 9, "download_image_from_url": 9, "is_http_url": 9, "mai": [10, 14, 17, 39, 63, 67, 74, 79, 85, 105, 107, 108], "block": [10, 29, 33, 34], "togeth": 10, "new": [10, 23, 29, 52, 64, 65, 67, 68, 73], "similar": [10, 12, 19, 30, 33, 39, 43, 59, 79, 82, 106], "techniqu": [10, 31, 37], "p": [10, 74, 75, 79, 82], "need": [10, 16, 34, 45, 48, 85, 89, 91, 94, 97, 100, 104], "stack": [10, 82], "addition": 10, "second": [10, 22, 39, 44, 78], "element": [10, 82], "rang": [10, 39, 43, 48], "left": [10, 47, 48, 52, 86], "0": [10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 29, 30, 34, 38, 39, 40, 43, 45, 47, 48, 50, 52, 54, 57, 58, 59, 62, 67, 68, 72, 73, 74, 75, 76, 79, 80, 81, 82, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108, 109], "right": [10, 47, 52, 86], "two": [10, 22, 39, 44, 62, 78, 97], "dimension": [10, 82], "h": [10, 25, 27, 28, 50, 71], "w": [10, 25, 27, 28, 50, 71, 82], "posit": [10, 39, 47, 48, 90], "target": [10, 19, 25, 27, 28, 30, 48, 59], "By": [10, 45], "first": [10, 12, 16, 22, 34, 39, 44, 78], "howev": [10, 39], "solid": [10, 47], "pure": [10, 71], "lime": [10, 71], "nian": 10, "nian_lim": 10, "yellow": [10, 67], "5": [10, 12, 16, 21, 22, 39, 40, 43, 45, 48, 50, 52, 57, 58, 59, 60, 67, 74, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "9": [10, 12, 22, 39, 43, 52, 59, 67, 80, 89, 90, 91, 93, 94, 97, 98, 99, 100, 101, 103, 104], "nian_tran": 10, "custom": [10, 13, 14, 15, 16, 17, 18, 21, 29, 33, 34, 37, 40, 47, 48, 50, 58, 59, 67, 68, 72], "mask": [10, 25, 27, 28, 48, 50, 71], "hs1": 10, "ab": 10, "linspac": 10, "ws1": 10, "nian_mask": 10, "hxw": [10, 25, 27, 28, 50], "download": 11, "special": [11, 12], "github": [11, 51, 107, 108, 109], "hug": [11, 18, 29, 30, 33, 34, 39, 59, 82], "face": [11, 18, 19, 20, 29, 30, 33, 34, 39, 52, 54, 59, 67, 73, 82, 90, 106], "progress": [11, 64, 65, 83], "track": 11, "host": [11, 12, 15, 20, 23, 30, 39, 45, 60, 75, 83, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104, 109], "main": [11, 17, 20, 21, 24, 29, 30, 33, 34, 39, 59, 67, 69, 71, 74, 85, 109], "compon": [11, 12, 22, 29, 30, 33, 34, 85], "http": [11, 51, 71, 109], "intern": [11, 33, 55, 68], "silent": [11, 64, 65, 83], "expected_s": 11, "kwarg": [11, 12, 13, 14, 15, 16, 17, 18, 21, 29, 30, 33, 34, 35, 47, 48, 67, 69], "suppress": [11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 24, 34, 47, 83], "bar": 11, "displai": [11, 30, 33, 64, 65], "expect": [11, 37, 59], "session": 11, "get": [11, 25, 27, 28, 30, 38, 40, 60, 61, 67, 71, 74, 77, 82, 88, 90, 95, 97, 99, 101, 103], "especi": 11, "hf": 11, "request": 11, "requestexcept": 11, "fail": [11, 13], "unidentifiedimageerror": 11, "com": [11, 51, 109], "ftp": 11, "booru": 12, "yolo": [12, 18, 20, 32, 106], "aperveyev": 12, "deepgh": [12, 13, 14, 15, 16, 17, 18, 20, 23, 39, 43, 45, 60, 75, 79, 83, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104, 109], "overal": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 26, 38, 39, 40, 42, 43, 45, 51, 62, 64, 65, 70, 77, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "benchmark": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 26, 38, 39, 40, 42, 43, 45, 51, 62, 64, 65, 70, 77, 83, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "explan": 12, "No": [12, 67, 107, 108], "head": [12, 19, 24, 51, 73, 90, 99, 106], "anim": [12, 13, 14, 15, 16, 17, 18, 19, 21, 26, 28, 38, 39, 40, 42, 51, 53, 54, 60, 67, 70, 71, 73, 74, 77, 83, 90, 91, 94, 95, 99, 100, 101, 103, 104, 109], "pretti": 12, "girl": [12, 45, 73], "onli": [12, 13, 14, 15, 16, 17, 18, 21, 24, 39, 68, 73, 74, 79, 82, 97], "bust": 12, "torso": 12, "part": [12, 50, 51, 52], "collarbon": 12, "center": [12, 48, 58, 59], "pair": [12, 22, 33], "cover": [12, 20, 48, 67, 73], "breast": [12, 20, 73, 74, 75, 79, 81, 82], "boob": 12, "bra": 12, "nippl": [12, 13, 47, 67], "mostli": [12, 16], "visibl": [12, 24], "nsfw": [12, 47, 96, 106], "shld": 12, "shoulder": [12, 52], "mayb": 12, "one": [12, 33, 37, 43, 45, 59, 73, 82], "view": [12, 45], "profil": 12, "exactli": 12, "rear": 12, "exclud": 12, "sideb": 12, "uncov": 12, "other": [12, 39, 45, 59, 78, 81, 90], "visual": [12, 13, 14, 15, 16, 18, 19, 21, 39, 41, 51, 53, 82, 106], "mark": 12, "belli": [12, 20], "button": [12, 29, 75], "hip": [12, 52], "half": [12, 16, 73], "stock": 12, "line": [12, 26, 27, 54], "knee": [12, 52], "below": [12, 54, 70, 109], "6": [12, 22, 24, 39, 43, 52, 59, 62, 72, 73, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108], "nopan": 12, "panti": [12, 76], "cloth": 12, "bikini": 12, "regardless": 12, "censor": [12, 19, 47, 48, 94, 100, 106], "evid": 12, "7": [12, 13, 15, 16, 17, 18, 34, 39, 43, 45, 47, 50, 52, 59, 67, 72, 73, 79, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "butt": 12, "buttock": [12, 20], "least": [12, 36, 37, 69], "partial": 12, "behind": 12, "more": [12, 13, 32, 33, 45, 52, 57, 67, 85, 88], "less": [12, 13, 15, 21, 89], "stand": [12, 67, 74, 75, 79, 82], "sit": [12, 73], "ass": 12, "split": [12, 79], "leg": [12, 67], "wide": [12, 67], "90": 12, "degre": [12, 48], "typic": [12, 13, 30, 59], "abov": [12, 13, 14, 15, 16, 17, 18, 21, 50, 91, 94, 100, 104], "10": [12, 23, 29, 39, 43, 48, 52, 59, 62, 89, 90, 91, 94, 97, 98, 100, 101], "sprd": 12, "strongli": [12, 83], "11": [12, 39, 52, 89, 90, 91, 94, 97, 98, 100, 101], "vsplt": 12, "pose": [12, 39, 106], "12": [12, 24, 39, 47, 52, 59, 89, 90, 91, 94, 97, 98, 100, 101], "vsprd": 12, "vsplit": 12, "13": [12, 39, 52, 90, 91, 94, 98, 101, 103], "full": [12, 67], "almost": 12, "side": [12, 46, 73, 105], "usual": [12, 43], "ly": 12, "14": [12, 52, 59, 90, 91, 94, 98, 101, 109], "wing": [12, 73], "dragon": 12, "poni": 12, "15": [12, 42, 44, 52, 59, 90, 91, 94, 98, 101, 107, 108], "feral": 12, "four": [12, 13, 90], "non": [12, 13, 14, 15, 16, 17, 18, 20, 21, 34, 47, 95], "human": [12, 13, 14, 15, 16, 17, 18, 21, 51, 53, 89], "16": [12, 52, 59, 62, 64, 65, 90, 94, 98, 101], "hdrago": 12, "style": [12, 16, 21, 48, 103, 109], "17": [12, 52, 59, 98, 103], "hponi": 12, "18": [12, 20, 52, 59, 94, 98, 100, 107, 108], "hfox": 12, "cartoon": 12, "fox": 12, "dog": 12, "zootopia": 12, "nick": 12, "wild": 12, "19": [12, 52, 98], "hrabb": 12, "rabbit": 12, "judi": 12, "hopp": 12, "bunnygirl": 12, "20": [12, 29, 52, 59, 67, 98], "hcat": 12, "cat": [12, 73, 80], "catgirl": 12, "sharp": 12, "muzzl": 12, "compar": [12, 22, 33], "21": [12, 16, 52, 59, 103], "hbear": 12, "bear": 12, "22": [12, 52, 59], "jacko": 12, "memet": 12, "jack": 12, "o": [12, 67, 69, 79, 82, 94, 97, 107, 108], "contest": 12, "toward": [12, 52], "viewer": [12, 67], "23": [12, 52, 59], "jackx": 12, "sometim": 12, "24": [12, 39, 43, 52, 59, 62], "hhors": 12, "hors": 12, "implement": [12, 30, 33, 44, 85], "aa09": 12, "25": [12, 15, 20, 34, 44, 59, 103], "hbird": 12, "bird": 12, "name": [12, 13, 14, 15, 16, 17, 18, 21, 23, 29, 30, 33, 34, 39, 40, 45, 47, 52, 57, 58, 59, 74, 79, 82, 83, 89, 90, 93, 95, 98, 99, 101, 102, 103], "releas": 12, "time": [12, 69, 83], "yolov8s_pp09": 12, "2023": 12, "focus": 12, "class": [12, 14, 17, 18, 29, 30, 31, 33, 34, 37, 47, 48, 52, 55, 57, 59, 60, 66, 67, 69, 73, 90, 91, 94, 95, 99, 100, 101, 103, 104], "advanc": [12, 109], "capabl": [12, 30, 37, 45], "specif": [12, 13, 18, 29, 30, 33, 35, 37, 47, 52, 55, 57, 59, 69, 70, 90, 94, 100], "scenario": [12, 74, 79, 85], "yolov8s_pp12": 12, "2024": 12, "final": 12, "patch": 12, "continu": 12, "focu": [12, 67], "enhanc": [12, 32, 106], "improv": [12, 23, 82], "previou": 12, "yolov8m_pp13": 12, "offer": [12, 15, 16, 17, 22, 57, 69, 97], "yolov8n_as01": 12, "spinoff": 12, "26": [12, 59], "train": [12, 13, 14, 15, 16, 17, 18, 21, 39, 40, 74, 75, 76, 79, 83, 94, 100], "80": 12, "epoch": 12, "sfw": 12, "subset": 12, "wa": 12, "eventu": 12, "abandon": 12, "due": [12, 38, 39, 74, 79, 85, 90, 105], "ineffect": 12, "yolov8m_as02": 12, "start": [12, 37, 48, 67, 106], "30": [12, 21, 48], "public": [12, 30], "friendli": [12, 109], "reduc": [12, 39, 50, 82], "yolov8m_as03": 12, "as02": 12, "60": 12, "aim": 12, "bottleneck": 12, "reproduc": 12, "yolov8s_aa06": 12, "initi": [12, 29, 30, 34, 37, 47, 60, 73], "current": [12, 58, 64, 67, 94, 100, 107, 108, 109], "reincarn": 12, "some": [12, 29, 32, 39, 43, 44, 48, 61, 72, 74, 75, 79, 82, 83, 85, 92, 105, 107, 108], "yolov8s_aa09": 12, "updat": [12, 29, 30, 33, 34, 68], "dataset": [12, 13, 14, 15, 16, 17, 18, 21, 40, 43, 82, 96], "closeup": 12, "adjust": [12, 34, 43, 73], "larg": [12, 27, 30, 39, 82], "hat": [12, 73], "aa06": 12, "yolov8s_aa10": 12, "major": 12, "fix": 12, "issu": [12, 18, 64], "wear": 12, "yolov8s_aa11": 12, "latest": [12, 34, 74, 79], "mainstream": 12, "aa10": 12, "outstand": 12, "map": [12, 29, 45, 51, 72, 73, 76, 80, 81, 86, 98, 102], "score": [12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 29, 30, 33, 38, 40, 42, 43, 45, 51, 52, 54, 76, 80, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "though": 12, "note": [12, 16, 39, 48, 67, 90, 94, 97, 100, 107, 108], "complet": [12, 34, 48, 90, 96, 106], "fair": 12, "bias": 12, "model_nam": [12, 13, 14, 15, 16, 17, 18, 21, 29, 30, 33, 34, 40, 47, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "conf_threshold": [12, 13, 14, 15, 16, 17, 18, 21, 34, 47], "iou_threshold": [12, 13, 14, 15, 16, 17, 18, 20, 21, 34, 47], "perform": [12, 16, 20, 21, 23, 30, 33, 34, 39, 45, 47, 48, 51, 59, 74, 85, 97, 98, 107, 108], "confid": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 34, 40, 45, 47, 52, 54, 75, 82], "threshold": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 25, 34, 39, 42, 43, 45, 47, 50, 54, 74, 75, 79, 82, 89, 97], "iou": [12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 34, 47], "bounding_box": 12, "x1": [12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 34, 47, 48], "y1": [12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 34, 47, 48], "x2": [12, 20, 22], "y2": [12, 20, 22], "box": [12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 45, 51], "f": [12, 17, 22, 39, 43, 67, 86], "2f": 12, "point": [13, 17, 39, 52, 59], "femal": [13, 20, 47, 73], "genit": 13, "male": [13, 20, 73], "anime_censor_detect": 13, "yolov8": [13, 14, 15, 16, 17, 18, 21], "model": [13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 26, 27, 28, 29, 30, 31, 33, 34, 38, 39, 40, 43, 45, 47, 51, 52, 54, 59, 62, 63, 64, 65, 66, 67, 70, 74, 75, 76, 77, 79, 82, 83, 86, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 106, 109], "v1": [13, 14, 15, 16, 17, 21, 47, 67, 82], "identifi": [13, 29, 37, 64], "locat": 13, "anatom": 13, "analyz": [13, 20, 40], "data": [13, 16, 18, 35, 37, 39, 51, 58, 66, 67, 74, 76, 94, 100, 106, 107, 108, 109], "either": [13, 14, 15, 16, 17, 33, 39, 59, 82, 86], "standard": [13, 15, 16, 17, 35, 59, 85], "n": [13, 14, 15, 16, 17, 18, 21, 37, 39, 47, 59, 67], "nano": [13, 15, 16, 17, 47], "faster": [13, 14, 15, 16, 17, 18, 47], "while": [13, 15, 16, 17, 24, 34, 46, 48, 62, 85], "slower": [13, 21], "construct": [13, 14, 16, 17, 47, 82], "intersect": [13, 14, 15, 16, 17, 18, 21, 22, 47], "over": [13, 14, 15, 16, 17, 18, 21, 22, 23, 47, 73], "merg": [13, 14, 15, 16, 17, 39], "integ": [13, 37, 43, 52, 59], "x0": [13, 14, 15, 16, 17, 18, 21, 24, 34, 47, 48], "y0": [13, 14, 15, 16, 17, 18, 21, 24, 34, 47, 48], "bound": [13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 51], "indic": [13, 39, 52, 55, 74, 79, 82], "nipple_f": [13, 47], "peni": [13, 47], "pussi": [13, 47, 67], "runtimeerror": [13, 29, 33], "detection_visu": [13, 14, 15, 16, 18, 19, 21], "nude_girl": [13, 47], "365": 13, "264": 13, "399": 13, "289": [13, 14], "7473511695861816": 13, "224": [13, 57, 58, 59], "260": 13, "252": 13, "285": 13, "6830288171768188": 13, "206": 13, "523": [13, 47, 48], "240": 13, "608": 13, "6799028515815735": 13, "matplotlib": [13, 14, 15, 16, 24, 51], "pyplot": [13, 14, 15, 16, 51], "plt": [13, 14, 15, 16, 51], "imshow": [13, 14, 15, 16, 51], "anime_eye_detect": 14, "allow": [14, 15, 17, 18, 21, 30, 34, 37, 55, 57, 59, 85], "trade": [14, 16], "off": [14, 16], "speed": [14, 15, 16, 17, 18, 21, 25, 83], "accuraci": [14, 15, 16, 17, 18, 21, 45, 89, 91, 94, 97, 100, 104], "higher": [14, 15, 16, 17, 18, 20, 23, 97], "consid": [14, 17, 22, 39, 45, 48, 50, 60, 73, 94, 100], "overlap": [14, 16, 17, 18, 22, 64, 65, 74, 75, 77, 79, 82, 83, 106], "coordin": [14, 15, 16, 17, 18, 24, 34, 48, 52, 62], "alwai": [14, 16, 17, 18, 45], "except": [14, 17, 37, 55, 59, 67], "predict": [14, 18, 21, 29, 30, 33, 34, 75, 82, 89, 91, 93, 94, 97, 98, 100, 102, 104], "yolo_predict": [14, 21, 32], "squat": [14, 16, 51], "297": 14, "239": [14, 45], "341": 14, "271": 14, "7760562896728516": 14, "230": 14, "263": 14, "308": 14, "7682342529296875": 14, "createml": 15, "huggingfac": [15, 17, 39, 45, 59, 62, 71, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104], "anime_face_detect": 15, "user": [15, 21, 29, 30, 33, 34, 37, 60, 69, 109], "balanc": [15, 17, 21, 67], "system": [15, 16, 25, 55, 59, 94, 100], "overhead": [15, 16, 25, 85], "avail": [15, 21, 24, 29, 30, 37, 39, 45, 48, 55, 59, 67, 80, 88, 89, 91, 94, 100, 104], "v0": [15, 21, 64, 65], "overrid": [15, 21], "auto": [15, 21, 51, 69, 88], "mostima_post": [15, 18], "29": [15, 18, 59], "441": [15, 18], "204": [15, 18], "584": [15, 18], "7874319553375244": [15, 18], "346": [15, 18], "59": [15, 18], "529": [15, 18], "275": [15, 18], "7510495185852051": [15, 18], "606": [15, 18], "51": [15, 18, 59], "895": [15, 18], "336": [15, 18], "6986488103866577": [15, 18], "upper": [16, 47], "bodi": [16, 21, 51, 52, 54, 67], "anime_halfbody_detect": 16, "pleas": [16, 23, 38, 39, 45, 64, 66, 68, 83, 90, 94, 97, 100, 107, 108], "primari": [16, 90, 93, 95, 99, 101, 103], "purpos": 16, "crop": [16, 50, 57, 58, 59, 67], "illustr": [16, 67, 91, 93], "therefor": [16, 39, 107, 108], "consist": [16, 39], "person": [16, 19, 22, 24, 34, 51, 99, 106], "peopl": [16, 80], "guarante": [16, 45], "you": [16, 18, 19, 21, 26, 45, 48, 64, 65, 82, 83, 85, 88, 89, 90, 91, 94, 97, 100, 104, 109], "inde": 16, "recommend": [16, 23, 39, 42, 43, 82, 83, 94, 100], "approach": 16, "detect_person": [16, 19, 24, 51], "individu": [16, 22, 37, 57, 66], "obtain": [16, 26, 38, 39], "local": [16, 60, 107, 108], "flexibl": [16, 57, 58], "lower": [16, 42, 43, 45, 47], "127": 16, "629": 16, "637": 16, "9040350914001465": 16, "anime_hand_detect": 17, "choos": [17, 21, 45], "35": [17, 59, 67, 74, 82], "configur": [17, 29, 39, 57, 58, 59, 106], "suit": 17, "case": [17, 23, 39, 42], "defin": [17, 21, 39, 67, 86], "being": 17, "label": [17, 18, 20, 22, 23, 24, 29, 30, 33, 34, 39, 40, 45, 76, 98, 102], "infer": [17, 20, 23, 30, 33, 34, 51, 64, 65, 88, 97], "anime_imag": 17, "bbox": 17, "conf": 17, "customiz": [18, 24], "integr": [18, 30, 74, 109], "repositori": [18, 29, 30, 33, 34, 39], "anime_head_detect": 18, "contribut": 18, "our": 18, "develop": [18, 83, 109], "yolo11": 18, "architectur": 18, "usag": [18, 29, 30, 66, 67, 68, 74, 85, 86, 105], "head_detect_v2": 18, "0_": 18, "equal": [18, 48], "deprec": [18, 23, 38], "remov": [18, 23, 29, 34, 38, 45, 62, 71, 73, 75, 76, 81, 82], "futur": [18, 23], "help": [18, 39, 50, 62], "For": [18, 19, 21, 22, 30, 39, 45, 52, 66, 82, 88], "instead": [18, 23, 76], "detect_head": [19, 24], "booru_yolo": [19, 106], "detect_with_booru_yolo": 19, "detect_censor": [19, 47, 94, 100], "ey": [19, 48, 52, 67, 73, 106], "detect_ey": 19, "detect_fac": 19, "halfbodi": [19, 90, 99, 106], "detect_halfbodi": 19, "hand": [19, 52, 54, 67, 73, 106], "detect_hand": 19, "nudenet": [19, 106], "detect_with_nudenet": 19, "calculate_i": 19, "bboxes_similar": 19, "detection_similar": 19, "detect_text": 19, "nuditi": 20, "run": [20, 25, 29, 30, 34, 83, 88, 105, 106], "nm": 20, "postprocess": 20, "onnx": [20, 29, 30, 33, 34, 75, 88, 98], "nudenet_onnx": 20, "notai": 20, "tech": 20, "detail": [20, 62, 66, 67, 88, 90], "respect": 20, "female_genitalia_cov": 20, "genitalia": 20, "face_femal": 20, "buttocks_expos": 20, "expos": 20, "female_breast_expos": 20, "female_genitalia_expos": 20, "male_breast_expos": 20, "anus_expos": 20, "anu": 20, "feet_expos": 20, "feet": [20, 52, 54], "belly_cov": 20, "feet_cov": 20, "armpits_cov": 20, "armpit": 20, "armpits_expos": 20, "face_mal": 20, "belly_expos": 20, "male_genitalia_expos": 20, "anus_cov": 20, "female_breast_cov": 20, "buttocks_cov": 20, "onnxruntim": [20, 87, 106], "topk": [20, 29], "100": [20, 25, 34, 42, 59, 85], "45": [20, 43, 59], "score_threshold": 20, "number": [20, 29, 30, 33, 37, 39, 45, 52, 60, 62, 86, 89], "keep": [20, 79], "entir": 21, "anidet3": 21, "roboflow": 21, "m": 21, "x": [21, 39, 48, 52, 67, 85, 86, 102], "fastest": [21, 25], "most": [21, 29, 30, 33, 34], "confidence_scor": [21, 24], "genshin_post": [21, 46, 47, 48], "371": 21, "232": 21, "564": 21, "690": 21, "7533698678016663": 21, "135": [21, 52], "451": 21, "716": [21, 45], "6788613796234131": 21, "614": 21, "393": 21, "830": 21, "686": 21, "5612757205963135": 21, "1275": 21, "654": 21, "4047100841999054": 21, "calcul": [22, 30, 39, 42, 43], "comput": [22, 27, 30, 33, 41, 59, 85, 86, 98], "work": [22, 29, 30, 33, 36, 42, 69, 98], "aggreg": 22, "involv": 22, "segment": [22, 60, 106], "evalu": [22, 38], "algorithm": [22, 39, 42], "box1": 22, "box2": 22, "bboxtyp": 22, "measur": [22, 38, 39, 42], "divid": [22, 52], "4f": 22, "1429": 22, "bboxes1": 22, "bboxes2": 22, "liter": [22, 39, 48, 52, 64, 65, 80], "max": [22, 23], "raw": [22, 29, 30, 33, 37], "depend": [22, 67, 68, 105], "unknown": [22, 80], "hungarian": 22, "find": [22, 48], "optim": [22, 30, 39], "assign": [22, 23, 29, 39], "among": [22, 39], "averag": 22, "detect1": 22, "detect2": 22, "bboxwithscoreandlabel": 22, "group": [22, 29, 43, 76], "correspond": [22, 39, 45, 50, 59, 82, 98, 102], "combin": [22, 37, 45], "against": [22, 83], "ground": [22, 94, 100], "truth": [22, 94, 100], "car": 22, "85": [22, 74, 82], "75": 22, "text_detect": 23, "been": [23, 98], "migrat": 23, "ocr": [23, 106], "detect_text_with_ocr": [23, 106], "soon": 23, "paddleocr": [23, 45], "dbnetpp_resnet50_fpnc_1200e_icdar2015": 23, "05": [23, 59, 74, 75, 89, 90, 91, 93, 98, 99, 100, 101, 103, 104], "max_area_s": 23, "640": 23, "region": [23, 47, 50, 94, 100], "dbnet": 23, "do": [23, 50, 91], "640x640": 23, "ani": [23, 30, 33, 37, 39, 47, 57, 59, 62, 67, 72, 86, 88], "sinc": [23, 38], "appear": [24, 27], "font": 24, "pad": [24, 71], "see": [24, 67, 88], "text_pad": 24, "fontsiz": 24, "max_short_edge_s": 24, "fp": 24, "no_label": 24, "normal": [24, 30, 40, 57, 58, 59, 82], "predefin": [24, 73], "extract": [24, 25, 27, 28, 37, 39, 43, 45, 50, 59, 66, 67, 68, 69, 75, 82], "around": [24, 29, 34, 37, 54], "shortest": 24, "edg": [24, 54, 106], "maintain": [24, 34, 46, 52, 85, 109], "font_manag": 24, "fontproperti": 24, "properti": [24, 48, 52, 67, 69], "cv2": 25, "have": [25, 27, 39, 80, 81, 94, 100, 105], "lowest": 25, "resourc": [25, 106], "low_threshold": 25, "high_threshold": 25, "200": [25, 34, 59], "assum": [25, 27, 28, 71], "its": [25, 27, 28, 29, 39, 45, 46, 59, 68, 71, 74, 76, 88, 90, 91, 93, 94, 95, 98, 99, 100, 101, 103, 104], "low": [25, 33, 38, 40, 67, 79, 82, 83], "high": [25, 33, 34, 61, 67, 83, 97, 98], "outlin": 26, "comparison": [26, 74], "canni": [26, 106], "get_edge_by_canni": 26, "edge_image_with_canni": 26, "lineart": [26, 28, 106], "get_edge_by_lineart": 26, "edge_image_with_lineart": 26, "lineart_anim": [26, 106], "get_edge_by_lineart_anim": 26, "edge_image_with_lineart_anim": 26, "best": [27, 40, 48, 67], "effect": [27, 38, 47, 105], "closest": 27, "consum": 27, "amount": 27, "memori": [27, 29, 30, 34, 107, 108], "power": 27, "runtim": [27, 30, 88, 97], "coars": 27, "detect_resolut": [27, 28], "512": [27, 28, 54, 67, 83], "deeper": 27, "richer": 27, "probabl": [27, 30, 98], "extra": [27, 67], "increas": [27, 39], "resolut": [27, 28, 60, 83], "neural": [27, 28, 71, 86], "network": [27, 28, 71, 86], "classif": [29, 33, 86, 90, 91, 93, 94, 95, 96, 99, 100, 101, 103, 104], "those": [29, 97], "store": [29, 30, 34, 35, 67, 68], "well": [29, 42], "manag": [29, 30, 33, 34, 88, 106], "interact": [29, 30, 33, 34], "also": [29, 57, 82, 109], "token": [29, 30, 33, 34], "authent": [29, 30, 33, 34], "access": [29, 30, 33, 52, 67, 85], "privat": [29, 30, 31, 33, 43], "repo_id": [29, 30, 33, 34], "fn_preprocess": 29, "callabl": [29, 59], "hf_token": [29, 30, 33, 34], "comprehens": [29, 30], "imagepreprocessfunc": 29, "variabl": [29, 48, 88], "_model_nam": 29, "cach": [29, 30, 33, 34, 60, 87, 106], "_model": 29, "dictionari": [29, 35, 40, 57, 59, 67, 68, 69, 72, 73, 75, 90, 93, 95, 99, 101, 103], "_label": 29, "_hf_token": 29, "org": 29, "repo": [29, 59], "__init__": [29, 30, 31, 33, 34, 37, 48, 52, 60, 69, 73], "instanc": [29, 30, 34, 39, 47, 52, 59, 60, 73], "clear": [29, 30, 33, 34, 39, 68, 90, 94, 100], "free": [29, 30, 34], "up": [29, 30, 34, 73], "launch_demo": [29, 30, 33, 34], "default_model_nam": [29, 30, 33, 34], "server_nam": [29, 30, 33, 34], "server_port": [29, 30, 33, 34], "launch": [29, 30, 33, 34], "gradio": [29, 30, 33, 34], "demo": [29, 30, 33, 34, 79], "interfac": [29, 30, 33, 34, 85], "ui": [29, 33, 34], "make_ui": [29, 30, 33, 34], "server": [29, 30, 33, 34], "select": [29, 30, 33, 34, 39, 47, 60], "dropdown": [29, 30], "port": [29, 30, 33, 34], "importerror": [29, 34], "instal": [29, 33, 34, 62, 68, 106], "properli": [29, 33, 67], "usernam": [29, 34], "repo_nam": [29, 34], "model_v1": 29, "7860": [29, 30, 34], "submit": 29, "recent": [29, 30, 33, 34], "label_group": 29, "highest": [29, 98], "through": [29, 30, 59, 109], "error": [29, 37, 59, 82], "predict_fmt": 29, "fmt": [29, 30, 33, 40, 75, 82], "top5": 29, "logit": [29, 30, 33], "embed": [29, 30, 33, 37, 82], "dict": [29, 30, 37, 40, 51, 57, 58, 59, 67, 68, 69, 75, 82, 85, 90, 91, 93, 94, 95, 99, 100, 101, 103, 104], "top": [29, 48, 97], "k": 29, "e": [29, 30, 39, 61, 64, 65, 80, 83, 86], "g": [29, 30, 39, 61, 64, 65, 80, 82, 83], "top10": 29, "predict_scor": 29, "ia": 29, "conveni": [29, 52, 67, 109], "wrapper": [29, 34, 37], "id": [29, 30, 33, 34], "multimod": 30, "hub": 30, "discoveri": 30, "variant": [30, 33], "pipelin": [30, 57, 59], "pattern": [30, 39, 73], "direct": 30, "api": [30, 33], "control": [30, 67], "via": 30, "web": [30, 33], "deploy": [30, 98], "reus": 30, "lru": 30, "thread": [30, 33, 85, 105], "safe": [30, 33, 68, 74, 75, 85, 96, 98, 100, 105, 106], "demand": 30, "switch": 30, "image_encod": [30, 33], "upload": [30, 34], "enter": 30, "link": 30, "address": 30, "bind": 30, "organ": 30, "precomput": [30, 81], "cosin": 30, "scale": [30, 33, 47, 48, 52, 67, 71, 82, 107, 108], "complex": 30, "image_embed": 30, "text_embed": 30, "etc": [30, 59], "thei": [30, 39, 55, 59], "l2": [30, 82], "text_encod": [30, 33], "accept": 30, "_process_rgb": 31, "_process_alpha_channel_with_model": 31, "_process_rgba": 31, "attribut": 31, "classifi": [32, 90, 95, 96, 97, 99, 101, 103, 104, 106], "classifymodel": 32, "classify_predict_scor": 32, "classify_predict": 32, "classify_predict_fmt": 32, "imageenhanc": 32, "clip": [32, 59, 67, 106], "clipmodel": 32, "clip_image_encod": 32, "clip_text_encod": 32, "clip_predict": 32, "siglip": [32, 59, 106], "siglipmodel": 32, "siglip_image_encod": 32, "siglip_text_encod": 32, "siglip_predict": 32, "yolomodel": 32, "sigmoid": [33, 87], "loss": 33, "creation": [33, 57, 58, 69], "preprocessor": [33, 67], "reset": 33, "about": [33, 35], "hostnam": 33, "gr": [33, 34], "One": [33, 43], "detect": [34, 42, 45, 47, 51, 52, 53, 54, 72, 73, 88, 89, 94, 100, 106], "post": [34, 45], "helper": 34, "easi": 34, "metadata": [34, 40, 66, 68, 69, 106], "cleanup": 34, "associ": [34, 69], "default_conf_threshold": 34, "default_iou_threshold": 34, "environmenterror": [34, 62, 68], "environ": [34, 83, 85, 88, 106], "offlin": 34, "yolov5": 34, "allow_dynam": 34, "dynam": [34, 57], "300": [34, 59], "400": 34, "simpl": 34, "explicitli": 34, "read": [35, 36, 37, 66, 67, 68], "write": [35, 36, 37, 66, 68], "exif": [35, 36, 67], "gif": [35, 36, 67], "comment": 35, "These": [35, 38, 60], "retriev": [35, 39], "context": [35, 36], "ai": [35, 36, 69, 89], "found": [35, 48, 67, 90], "attempt": [35, 48, 59, 67, 69, 88], "commonli": [35, 59, 76, 86], "where": [35, 39, 67, 68, 82, 85], "look": [35, 45, 67, 90], "usercom": 35, "field": [35, 69], "dst_filenam": 35, "destin": [35, 67, 68, 69], "filenam": [35, 60], "pnginfo": [35, 37, 67, 69], "wai": [35, 67, 68], "geninfo": [36, 106], "lsb": [36, 69, 106], "signific": [36, 37, 39, 64, 69], "bit": [36, 37, 59, 69], "read_geninfo_paramet": 36, "read_geninfo_exif": 36, "read_geninfo_gif": 36, "write_geninfo_paramet": 36, "write_geninfo_exif": 36, "write_geninfo_gif": 36, "read_lsb_raw_byt": 36, "read_lsb_metadata": 36, "write_lsb_raw_byt": 36, "write_lsb_metadata": 36, "lsbreaderror": 36, "lsbextractor": 36, "imagelsbdataextractor": 36, "serialize_pnginfo": 36, "serialize_json": 36, "inject_data": 36, "steganographi": 37, "serial": 37, "json": 37, "compat": [37, 76], "inject": 37, "emb": [37, 82], "seamlessli": 37, "hidden": 37, "decompress": 37, "them": [37, 47, 57, 64, 68, 82], "gzip": 37, "written": 37, "appropri": [37, 45, 59, 67], "serializ": [37, 57], "err": 37, "caus": [37, 105], "multi": [37, 85], "get_next_n_byt": 37, "next": [37, 55], "get_one_byt": 37, "form": [37, 76], "read_32bit_integ": 37, "32": [37, 59], "interpret": [37, 52], "big": 37, "endian": 37, "enough": 37, "magic": 37, "stealth_pngcomp": 37, "extract_data": 37, "length": [37, 39, 46], "compress": 37, "along": [37, 39, 71], "robust": [37, 39], "skytnt": [38, 60, 71], "poor": 38, "anime_dbaesthet": [38, 41], "better": [38, 42, 62, 82, 83, 89, 91, 94, 97, 100, 104], "2053756": 38, "09986039996147156": 38, "1663584": 38, "24299287796020508": 38, "4886411": 38, "38091593980789185": 38, "2066024": 38, "5131649971008301": 38, "3670169": 38, "6011670827865601": 38, "5930006": 38, "7067991495132446": 38, "3821265": 38, "8237218260765076": 38, "5512471": 38, "9187621474266052": 38, "limit": [39, 74], "smaller": 39, "7eu7d7": [39, 79, 83, 109], "ccip_onnx": 39, "cluster": [39, 43], "refer": [39, 42, 66, 97], "relev": 39, "aforement": 39, "manual": [39, 48], "384": [39, 43, 57, 58, 59], "caform": 39, "randaug": 39, "prune": 39, "vector": 39, "pruned_fp32": 39, "5_fp32": 39, "feat": 39, "768": [39, 45, 67], "17847511429108218": 39, "1951224011983088": 39, "18397327797685215": 39, "y": [39, 48, 85], "16583099961280823": 39, "42947039008140564": 39, "4037521779537201": 39, "4371533691883087": 39, "40748104453086853": 39, "392294704914093": 39, "whether": [39, 45, 47, 59, 69, 72, 75, 82, 83], "belong": 39, "pairwis": 39, "matrix": 39, "5350548e": 39, "08": [39, 59, 99, 100], "6583106e": 39, "01": 39, "2947042e": 39, "0375218e": 39, "8025822e": 39, "3715334e": 39, "0748104e": 39, "2675274e": 39, "9229470e": 39, "j": 39, "th": 39, "dbscan": 39, "dbscan_2": 39, "dbscan_fre": 39, "optic": [39, 45], "optics_best": 39, "epsilon": 39, "ep": 39, "min_sampl": 39, "ccipclustermethodtyp": 39, "12921094122454668": 39, "1291187648928262": 39, "1836453739562513": 39, "distanc": 39, "_featureorimag": 39, "sampl": [39, 43, 67, 89, 90, 91, 93, 94, 95, 99, 100, 101, 103, 104], "neighborhood": [39, 62], "core": [39, 107, 108], "few": 39, "too": 39, "sensit": [39, 47, 82, 94, 100], "tune": 39, "guidelin": 39, "deal": [39, 66], "solut": [39, 48], "small": [39, 47], "advis": [39, 74], "significantli": 39, "separ": 39, "slightli": 39, "exhibit": 39, "regular": [39, 62], "outfit": 39, "awar": 39, "highli": 39, "so": [39, 42, 79, 83], "care": 39, "diff": 39, "07437477": 39, "0356068": 39, "04396922": 39, "05131693": 39, "assess": 40, "aesthet": [40, 41, 106], "danbooru": [40, 74, 77, 79, 94, 97], "hakubooru": 40, "kohakublueleaf": 40, "swinv2pv3_v0_448_ls0": 40, "2_x": 40, "percentil": 40, "_default_model_nam": 40, "masterpiec": [40, 67], "9831666690063624": 40, "8810615667538594": 40, "great": 40, "8225559148288356": 40, "good": [40, 45], "591020403706702": 40, "2888798940585766": 40, "243279223969715": 40, "worst": [40, 67], "005268185993767627": 40, "275707557797432": 40, "7977807857096195": 40, "56098810210824": 40, "670568235218525": 40, "1677918508648872": 40, "9305131509900093": 40, "6085879728198051": 40, "6834832429885864": 40, "16141420602798462": 40, "05435194447636604": 40, "025083942338824272": 40, "024000568315386772": 40, "027076328173279762": 40, "024589713662862778": 40, "3757021427154541": 40, "3451208472251892": 40, "1511985808610916": 40, "04740551486611366": 40, "02172713913023472": 40, "027498546987771988": 40, "03134724497795105": 40, "39281174540519714": 40, "22457796335220337": 40, "15563568472862244": 40, "10796019434928894": 40, "047730278223752975": 40, "0393439345061779": 40, "031940147280693054": 40, "13832266628742218": 40, "20687267184257507": 40, "2509062886238098": 40, "1644320785999298": 40, "11332042515277863": 40, "08270663768053055": 40, "043439216911792755": 40, "033693961799144745": 40, "03375888615846634": 40, "050045162439346313": 40, "16734018921852112": 40, "4311050772666931": 40, "23242227733135223": 40, "05163438618183136": 40, "012833272106945515": 40, "01619996316730976": 40, "03074900433421135": 40, "1396280825138092": 40, "5038207173347473": 40, "22299200296401978": 40, "07377689331769943": 40, "02854202501475811": 40, "026677291840314865": 40, "02838410809636116": 40, "026617199182510376": 40, "02508518099784851": 40, "06039097160100937": 40, "8043031692504883": 40, "get_aesthetic_scor": 41, "ccip": [41, 106], "ccip_extract_featur": 41, "ccip_batch_extract_featur": 41, "ccip_default_threshold": 41, "ccip_differ": 41, "ccip_sam": 41, "ccip_batch_differ": 41, "ccip_batch_sam": 41, "ccip_default_clustering_param": 41, "ccip_clust": 41, "ccip_merg": 41, "dbaesthet": [41, 106], "laplacian": [41, 106], "laplacian_scor": 41, "lpip": [41, 106], "lpips_extract_featur": 41, "lpips_differ": 41, "lpips_clust": 41, "psnr_": [41, 106], "psnr": [41, 65], "blur": [42, 47], "than": [42, 43, 47, 85, 89, 97], "seem": 42, "just": [42, 62, 91, 94, 97, 100, 104], "we": [42, 64, 83], "explor": 42, "bluri": 42, "hutao": [42, 71, 74, 75, 79, 82], "156": 42, "68285005210006": 42, "text_blur": 42, "2276": 42, "66629157129": 42, "real2": 42, "908745781486806": 42, "mmd": 42, "1072": 42, "8372572065527": 42, "richzhang": 43, "perceptualsimilar": 43, "chafen_arknight": 43, "rand": 43, "reach": 43, "995": 43, "cnn": 43, "f1": 43, "f2": 43, "f3": 43, "f4": 43, "f5": 43, "64": [43, 59, 62, 67, 83, 107, 108], "99": 43, "192": 43, "49": [43, 59], "256": [43, 57, 58, 64, 67], "img1": [43, 44, 82], "img2": [43, 44, 82], "anoth": 43, "16922694444656372": 43, "22250649333000183": 43, "6897575259208679": 43, "10956494510173798": 43, "6823137998580933": 43, "6837796568870544": 43, "nois": [43, 50, 62, 64], "inf": 44, "gaussian_20": 44, "dat": 44, "058228614646987": 44, "gaussian_3": 44, "27": [44, 59], "65611098737784": 44, "lq": 44, "29589659377844": 44, "recogn": [45, 59], "export": [45, 88], "recognit": 45, "ch_pp": 45, "ocrv4_det": 45, "heat_threshold": 45, "box_threshold": 45, "max_candid": 45, "1000": 45, "unclip_ratio": 45, "heat": 45, "candid": 45, "unclip": 45, "comic": [45, 91], "742": 45, "485": [45, 57, 58], "809": 45, "511": 45, "9543377610144915": 45, "682": 45, "98": 45, "734": 45, "124": 45, "9309689495575223": 45, "136": 45, "836": 45, "164": 45, "9042856988923695": 45, "144": 45, "455": 45, "196": 45, "874083638387722": 45, "719": 45, "835": 45, "488": 45, "8628696346175078": 45, "478": 45, "214": 45, "508": 45, "848871771901487": 45, "1030": 45, "557": 45, "1184": 45, "578": 45, "8352495440618789": 45, "427": 45, "129": 45, "553": 45, "154": 45, "8249209443996619": 45, "detect_model": 45, "recognize_model": 45, "ocrv4_rec": 45, "rotation_threshold": 45, "is_remove_dupl": 45, "rotat": [45, 48], "duplic": [45, 67], "mob": 45, "9356705927336156": 45, "shishou": 45, "8933000384412466": 45, "BUT": 45, "8730931912907247": 45, "oh": 45, "8417627579351514": 45, "mirror": 45, "7366019454049503": 45, "el": 45, "gato": 45, "iberico": 45, "7271127306351021": 45, "THAt": 45, "701928390168364": 45, "6965972578194936": 45, "chines": 45, "english": 45, "cannot": [45, 55, 57, 59, 69], "languag": 45, "func": [45, 87, 106], "japanes": [45, 67], "post_text": 45, "319": 45, "847": 45, "561": 45, "899": 45, "kancol": 45, "9130667787597329": 45, "552": 45, "811": 45, "791": 45, "921": 45, "1944": 45, "8566762346615406": 45, "820": 45, "558": 45, "850": 45, "fleet": 45, "collect": [45, 66], "8100635458911772": 45, "235": 45, "904": 45, "855": 45, "1009": 45, "\u6d77": 45, "6716076803280185": 45, "858": 45, "808": 45, "tsu": 45, "ka": 45, "NO": 45, "u": [45, 109], "mi": 45, "de": 45, "654507230718228": 45, "209": 45, "507": 45, "2888084133529467": 45, "japan_pp": 45, "ocrv3_rec": 45, "9230690942939336": 45, "8564870717047623": 45, "\u3044\u3064\u304b\u3042\u306e\u6d77\u3067": 45, "8061289060358996": 45, "8045396777081609": 45, "7311649382696896": 45, "\u8266\u3068\u308c\u308c": 45, "6648729016512889": 45, "ocrv2_det": 45, "ocrv3_det": 45, "ocrv4_server_det": 45, "ch_ppocr_mobile_slim_v2": 45, "0_det": 45, "ch_ppocr_mobile_v2": 45, "ch_ppocr_server_v2": 45, "en_pp": 45, "arabic_pp": 45, "ocrv2_rec": 45, "ocrv4_server_rec": 45, "0_rec": 45, "chinese_cht_pp": 45, "cyrillic_pp": 45, "devanagari_pp": 45, "en_number_mobile_v2": 45, "ka_pp": 45, "korean_pp": 45, "latin_pp": 45, "ta_pp": 45, "te_pp": 45, "dimens": [46, 59], "max_siz": [46, 57, 58, 59], "longer": 46, "after": [46, 59, 74, 79, 82], "1280": 46, "720": 46, "new_img": 46, "600": 46, "337": 46, "obscur": 47, "regist": [47, 48, 57, 58, 59], "rectangular": 47, "967": [47, 48], "143": [47, 48], "1084": [47, 48], "261": [47, 48], "246": [47, 48], "208": [47, 48], "331": [47, 48], "287": [47, 48], "662": [47, 48], "466": [47, 48], "705": [47, 48], "514": [47, 48], "479": [47, 48], "283": [47, 48], "326": [47, 48], "color_black": 47, "radiu": 47, "emoji": [47, 48], "penis": 47, "vagina": 47, "serv": [47, 59, 74], "foundat": 47, "inherit": [47, 59], "within": [47, 67, 74, 82], "fill": 47, "color_default": 47, "green": 47, "color_green": 47, "ffff00": 47, "color_ffff00": 47, "blur_4": 47, "blur_8": 47, "blur_12": 47, "pixelate_4": 47, "pixelate_8": 47, "pixelate_12": 47, "cl": 47, "arg": 47, "subclass": 47, "keyerror": 47, "alreadi": 47, "exist": [47, 68, 88, 91], "angl": 48, "end": [48, 67], "censor_area": [48, 49], "ratio_threshold": 48, "minimum": [48, 54, 60, 62], "total": [48, 107, 108], "star": [48, 79], "register_censor_method": [48, 49], "smiling_face_with_heart": 48, "twitter": 48, "appl": 48, "googl": 48, "microsoft": 48, "samsung": 48, "whatsapp": 48, "facebook": 48, "messeng": 48, "joypixel": 48, "openmoji": 48, "emojidex": 48, "mozilla": 48, "express": 48, "code": [48, 64, 79, 82], "_emojistyletyp": 48, "emoji_default": 48, "cat_fac": 48, "emoji_green": 48, "grinning_face_with_sweat": 48, "emoji_liuhanhuangd": 48, "minim": 48, "abl": [48, 55], "prefix": [48, 73, 78], "sum": 48, "cx": 48, "mass": 48, "occlus": 48, "cy": 48, "find_for_area": 48, "rectangl": 48, "corner": 48, "factor": [48, 59], "align": [49, 106], "align_maxs": 49, "censor_": [49, 106], "censor_nsfw": 49, "basecensor": 49, "colorcensor": 49, "blurcensor": 49, "pixelatecensor": 49, "imgcensor": [49, 106], "imagebasedcensor": 49, "emojibasedcensor": 49, "singleimag": 49, "squeez": [49, 106], "squeeze_with_transpar": 49, "fit": 50, "tightli": 50, "interest": 50, "jerry_with_spac": 50, "median_filt": 50, "median": 50, "kernel": 50, "larger": [50, 54, 84], "disabl": 50, "keypoint": [51, 52, 53, 54], "idea": 51, "research": 51, "auto_detect": 51, "out_bbox": 51, "person_detect_cfg": 51, "op18keypointset": [51, 53, 54], "rtmpose": 51, "config": [51, 58, 106, 109], "foot": [51, 52], "hand1": 51, "hand2": 51, "op18_visu": [51, 53], "0x7f5ca933f3d0": 51, "axesimag": 51, "0x7f5c98069790": 51, "all_": 52, "openpos": [52, 67], "op18": [52, 54], "__mul__": 52, "multipli": 52, "scalar": 52, "__truediv__": 52, "divisor": 52, "left_foot": 52, "left_hand": 52, "right_foot": 52, "right_hand": 52, "enum": 52, "enumer": 52, "symbol": [52, 79, 82], "make": [52, 57, 76, 86, 94, 98, 100], "readabl": [52, 82], "categor": 52, "nose": 52, "neck": 52, "elbow": 52, "wrist": 52, "ankl": 52, "ear": [52, 73, 80], "member": 52, "right_should": 52, "right_elbow": 52, "right_wrist": 52, "left_should": 52, "left_elbow": 52, "left_wrist": 52, "right_hip": 52, "right_kne": 52, "right_ankl": 52, "left_hip": 52, "left_kne": 52, "left_ankl": 52, "right_ey": 52, "left_ey": 52, "right_ear": 52, "left_ear": 52, "left_big_to": 52, "left_small_to": 52, "left_heel": 52, "right_big_to": 52, "right_small_to": 52, "right_heel": 52, "__int__": 52, "truncat": [52, 96, 106], "zero": 52, "must": [52, 73, 105], "preced": 52, "surround": 52, "whitespac": [52, 76], "36": [52, 59], "0b100": 52, "91": [52, 59], "112": 52, "92": [52, 59, 80], "113": [52, 59], "dwpose": [53, 106], "dwpose_estim": 53, "openpose18": 53, "op18_body_max": 53, "op18_body_min": 53, "op18_face_max": 53, "op18_face_min": 53, "op18_left_foot_max": 53, "op18_left_foot_min": 53, "op18_left_hand_max": 53, "op18_left_hand_min": 53, "op18_right_foot_max": 53, "op18_right_foot_min": 53, "op18_right_hand_max": 53, "op18_right_hand_min": 53, "keypoints_list": 54, "min_edge_s": 54, "draw_bodi": 54, "draw_hand": 54, "draw_feet": 54, "draw_fac": 54, "drawn": 54, "shorter": 54, "connect": 54, "ellips": 54, "facial": [54, 73, 90], "pars": [55, 57, 58, 66, 67, 106], "parser": [55, 57, 58, 67], "try": 55, "notparsetarget": 56, "register_pillow_transform": 56, "register_pillow_pars": 56, "create_pillow_transform": 56, "parse_pillow_transform": 56, "register_torchvision_transform": 56, "register_torchvision_pars": 56, "create_torchvision_transform": 56, "parse_torchvision_transform": 56, "register_creators_for_transform": 56, "notprocessortypeerror": 56, "create_transforms_from_transform": 56, "is_valid_size_dict": 56, "convert_to_size_dict": 56, "get_size_dict": 56, "create_clip_transform": 56, "create_transforms_from_clip_processor": 56, "create_convnext_transform": 56, "create_transforms_from_convnext_processor": 56, "create_vit_transform": 56, "create_transforms_from_vit_processor": 56, "create_siglip_transform": 56, "create_transforms_from_siglip_processor": 56, "create_bit_transform": 56, "create_transforms_from_bit_processor": 56, "create_blip_transform": 56, "create_transforms_from_blip_processor": 56, "create_mobilenetv2_transform": 56, "create_transforms_from_mobilenetv2_processor": 56, "tensor": [57, 58, 59, 68], "composit": [57, 59], "machin": [57, 86], "learn": [57, 86], "compos": [57, 58, 59], "sequenc": [57, 59, 73], "pillowcompos": [57, 59], "sequenti": 57, "decor": [57, 58, 59, 85], "facilit": 57, "creator": [57, 59], "tvalu": [57, 58], "describ": 57, "interpol": [57, 58, 59], "bicub": [57, 58, 59], "pillowres": [57, 59], "antialia": [57, 58, 59], "bilinear": [57, 58], "center_crop": [57, 58], "pillowcentercrop": [57, 59], "pillowtotensor": [57, 59], "maybe_to_tensor": [57, 58], "pillowmaybetotensor": 57, "std": [57, 58, 59], "pillownorm": [57, 59], "456": [57, 58], "406": [57, 58], "229": [57, 58], "225": [57, 58], "48500001430511475": 57, "4560000002384186": 57, "4059999883174896": 57, "2290000021457672": 57, "2240000069141388": 57, "22499999403953552": 57, "framework": 58, "extend": 58, "centercrop": 58, "totensor": 58, "maybetotensor": 58, "4850": 58, "4560": 58, "4060": 58, "2290": 58, "2240": 58, "2250": 58, "timm": 58, "interpolationmod": 58, "processor": [59, 107, 108], "vitimageprocessor": 59, "5906": 59, "33": 59, "donutimageprocessor": 59, "1901": 59, "70": [59, 83], "detrimageprocessor": 59, "1575": 59, "86": [59, 73], "clipimageprocessor": 59, "1374": 59, "73": 59, "videomaeimageprocessor": 59, "1093": 59, "convnextimageprocessor": 59, "648": 59, "65": 59, "segformerimageprocessor": 59, "533": 59, "00": 59, "beitimageprocessor": 59, "468": 59, "63": 59, "siglipimageprocessor": 59, "440": 59, "48": 59, "layoutlmv3imageprocessor": 59, "403": 59, "layoutlmv2imageprocessor": 59, "332": 59, "87": 59, "mllamaimageprocessor": 59, "qwen2vlimageprocessor": 59, "314": 59, "77": 59, "blipimageprocessor": 59, "276": 59, "55": 59, "idefics2imageprocessor": 59, "226": 59, "llavanextimageprocessor": 59, "215": 59, "bitimageprocessor": 59, "210": 59, "pix2structimageprocessor": 59, "conditionaldetrimageprocessor": 59, "53": 59, "samimageprocessor": 59, "52": 59, "deitimageprocessor": 59, "mask2formerimageprocessor": 59, "89": 59, "50": 59, "vivitimageprocessor": 59, "88": 59, "yolosimageprocessor": 59, "84": 59, "47": 59, "viltimageprocessor": 59, "41": 59, "detaimageprocessor": 59, "68": 59, "38": 59, "pixtralimageprocessor": 59, "mobilenetv2imageprocessor": 59, "mobilevitimageprocessor": 59, "61": 59, "34": [59, 107, 108], "dptimageprocessor": 59, "maskformerimageprocessor": 59, "28": 59, "nougatimageprocessor": 59, "ideficsimageprocessor": 59, "rtdetrimageprocessor": 59, "efficientnetimageprocessor": 59, "40": [59, 67], "deformabledetrimageprocessor": 59, "idefics3imageprocessor": 59, "fuyuimageprocessor": 59, "videollavaimageprocessor": 59, "pvtimageprocessor": 59, "09": 59, "oneformerimageprocessor": 59, "mobilenetv1imageprocessor": 59, "07": [59, 98, 99, 100, 103], "owlv2imageprocessor": 59, "chineseclipimageprocessor": 59, "efficientformerimageprocessor": 59, "llavaonevisionimageprocessor": 59, "swin2srimageprocessor": 59, "vithybridimageprocessor": 59, "owlvitimageprocessor": 59, "04": 59, "groundingdinoimageprocessor": 59, "03": 59, "perceiverimageprocessor": 59, "chameleonimageprocessor": 59, "levitimageprocessor": 59, "vitmatteimageprocessor": 59, "extens": [59, 74], "tri": 59, "def": [59, 85], "hasattr": 59, "feature_extractor": 59, "encount": 59, "becaus": 59, "until": 59, "successfulli": 59, "imageprocessor": 59, "autoimageprocessor": 59, "from_pretrain": 59, "openai": 59, "vit": 59, "patch32": 59, "pillowconvertrgb": 59, "48145467": 59, "4578275": 59, "40821072": 59, "26862955": 59, "2613026": 59, "2757771": 59, "size_dict": 59, "shortest_edg": 59, "invalid_kei": 59, "default_to_squar": 59, "height_width_ord": 59, "constraint": 59, "els": [59, 67, 107, 108], "incompat": 59, "longest_edg": 59, "param_nam": 59, "entri": 59, "conform": 59, "messag": [59, 83], "do_res": 59, "do_center_crop": 59, "crop_siz": 59, "do_rescal": 59, "rescale_factor": 59, "00392156862745098": 59, "do_norm": 59, "image_mean": 59, "image_std": 59, "do_convert_rgb": 59, "rescal": 59, "deviat": 59, "clipprocessor": 59, "crop_pct": 59, "tailor": 59, "convnext": 59, "percentag": 59, "prepar": 59, "replic": 59, "build": [59, 74, 82], "blip": 59, "255": 59, "openai_clip_mean": 59, "openai_clip_std": 59, "accord": 59, "behavior": 59, "mobilenetv2": 59, "per": 59, "equival": 59, "bg": 60, "strict_level": 60, "min_select": 60, "min_width": 60, "min_height": 60, "min_resolut": 60, "strict": [60, 94, 100], "get_imag": 60, "get_image_fil": 60, "list_image_fil": 60, "random_imag": 60, "randomli": 60, "random_image_fil": 60, "8057": 60, "000000": 60, "000001": 60, "000002": 60, "000003": 60, "000004": 60, "home": 60, "dgh": [60, 68, 109], "2400x1600": 60, "0x7feb86ed5160": 60, "003258": 60, "400x400": 60, "0x7feb86a748b0": 60, "quickli": 61, "backgroundimageset": 61, "list_bg_image_fil": 61, "get_bg_image_fil": 61, "get_bg_imag": 61, "random_bg_image_fil": 61, "random_bg_imag": 61, "opencv": 62, "denois": [62, 67], "inspir": [62, 71, 75, 82, 102], "mf666": [62, 102], "mist": 62, "fucker": 62, "diameter_min": 62, "diameter_max": 62, "sigma_color_min": 62, "sigma_color_max": 62, "sigma_space_min": 62, "sigma_space_max": 62, "radius_min": 62, "radius_max": 62, "eps_min": 62, "eps_max": 62, "b_iter": 62, "g_iter": 62, "random": [62, 80], "bilater": 62, "guid": 62, "stage": 62, "preserv": 62, "diamet": 62, "sigma": 62, "space": [62, 71, 82], "window": [62, 67], "term": 62, "contrib": 62, "noisy_imag": 62, "cleaned_img": 62, "cleaned_imag": 62, "blurri": [63, 67], "noisi": 63, "nafnet": [63, 106], "scunet": [63, 64, 106], "adversari": [63, 106], "remove_adversarial_nois": 63, "restore_with_nafnet": 63, "restore_with_scunet": 63, "ve": 64, "gaussian": 64, "To": 64, "correctli": 64, "credibl": 64, "rgg": [64, 65], "red": [64, 73], "gopro": 64, "sidd": 64, "tile_s": [64, 65, 83], "tile_overlap": [64, 65, 83], "batch_siz": [64, 65, 83], "nafnetmodeltyp": 64, "tile": [64, 65, 83], "gan": 65, "128": 65, "scunetmodeltyp": 65, "automatic1111": 66, "stabl": [66, 67, 89, 109], "diffus": [66, 67, 89], "webui": [66, 67, 68], "novelai": 66, "sdwui": 66, "submodul": 66, "nai": [66, 106], "docstr": 66, "sdmetadata": 66, "parse_sdmeta_from_text": 66, "get_sdmeta_from_imag": 66, "save_image_with_sdmeta": 66, "read_metadata": 66, "save_with_metadata": 66, "naimetadata": 66, "get_naimeta_from_imag": 66, "add_naimeta_to_imag": 66, "save_image_with_naimeta": 66, "formatt": 67, "a1111": 67, "sd_metadata_simpl": 67, "sd_metadata_complex": 67, "prompt": 67, "neg_prompt": 67, "neg": 67, "__str__": 67, "sd1": 67, "extrem": 67, "delic": 67, "beauti": 67, "offici": 67, "global": [67, 105], "illumin": 67, "soft": 67, "shadow": 67, "super": 67, "light": 67, "novel": [67, 69], "4k": 67, "metal_textur": 67, "striped_background": 67, "rich": 67, "cg": 67, "uniti": 67, "8k": 67, "wallpap": 67, "unreal": 67, "sci": 67, "fi": 67, "fantasi": 67, "silver_skin": 67, "cut": [67, 73], "silver_impossible_bodysuit": 67, "gem_on_chest": 67, "cut_silver_mechanical_leotard": 67, "headgear": [67, 73], "1_girl": 67, "solo": [67, 72, 73, 74, 75, 79, 80, 81, 82], "slim_waist": 67, "hair": [67, 73], "long": 67, "lumin": 67, "medium_breast": [67, 81], "indistinct_camelto": 67, "flat_crotch": 67, "coquettish": 67, "squint": 67, "evil_smil": 67, "dark_persona": 67, "mouth": 67, "wet": 67, "slim_fac": 67, "tall_girl": 67, "matur": 67, "mature_fac": 67, "slim_figur": 67, "slim_leg": 67, "groin": 67, "bare_thigh": 67, "easyneg": 67, "sketch": 67, "ugli": 67, "huge": 67, "logo": 67, "monochrom": [67, 93, 96, 106], "bad": 67, "mutat": 67, "horror": 67, "geometri": 67, "bad_prompt": 67, "miss": 67, "finger": 67, "limb": 67, "anatomi": 67, "interlock": 67, "digit": 67, "arm": 67, "2girl": 67, "deform": 67, "artist": 67, "blush": [67, 74, 75, 79, 82], "lipstick": 67, "skindent": 67, "tie": 67, "big_breast": 67, "thighhigh": [67, 74], "pubic_hair": [67, 73], "3d": [67, 91], "realist": 67, "slip": [67, 76], "head_out_of_fram": 67, "curvi": 67, "sampler": 67, "ddim": 67, "cfg": 67, "seed": 67, "3827064803": 67, "512x848": 67, "hash": 67, "eb49192009": 67, "anidosmix": 67, "skip": 67, "new_imag": 67, "let": 67, "what": 67, "nslim_fac": 67, "848": 67, "_sdmeta_text": 67, "directli": 67, "starri": 67, "night": 67, "daylight": 67, "euler": 67, "sd2": 67, "1girl": [67, 72, 73, 74, 75, 76, 79, 80, 81, 82], "blue": 67, "footwear": 67, "shoe": 67, "bang": [67, 73, 74, 79, 82], "indoor": 67, "sleev": 67, "ahog": [67, 73, 74, 75, 79, 82], "dress": [67, 73], "pot": 67, "plant": 67, "bag": [67, 74, 75, 79, 82], "bun": [67, 73], "lora": 67, "bluearchive10": 67, "bluearchiv": 67, "neg1": 67, "dpm": 67, "2m": 67, "sde": 67, "karra": 67, "2647703743": 67, "768x768": 67, "72bd94132e": 67, "cutemix": 67, "strength": 67, "controlnet": 67, "control_v11p_sd15_openpos": 67, "cab727d4": 67, "weight": 67, "perfect": 67, "param": 67, "hire": 67, "upscal": [67, 106], "latent": 67, "ti": 67, "339cc9210f70": 67, "66a7279a88dd": 67, "info": 67, "underli": [67, 85], "sd_meta": 67, "scope": 67, "dst_file": [67, 69], "webp": 67, "systemerror": [67, 69], "input_imag": 67, "output_imag": 67, "a41": 68, "safetensor": 68, "torch": 68, "command": [68, 109], "pip": [68, 109], "_check_env": 68, "model_fil": 68, "key1": 68, "value1": 68, "key2": 68, "value2": 68, "src_model_fil": 68, "dst_model_fil": 68, "new_metadata": 68, "john": 68, "doe": [68, 72, 80, 94, 100], "input_model": 68, "output_model": 68, "softwar": 69, "generation_tim": 69, "dataclass": 69, "encapsul": 69, "taken": 69, "alia": 69, "success": [69, 109], "add_lsb_meta": 69, "save_metainfo": 69, "metainfo": 69, "prefer": 69, "isneti": [70, 106], "get_isnetis_mask": 70, "segment_with_isneti": 70, "segment_rgba_with_isneti": 70, "co": 71, "seg": 71, "1024": [71, 82], "app": 71, "l8": 71, "00ff00": 71, "mask_": 71, "image_": 71, "hutao_seg": 71, "skadi": [71, 74, 75, 79, 82], "skadi_seg": 71, "drop": [72, 73, 74, 79, 81, 82], "cosplai": 72, "no_eyewear": 72, "eyewear": [72, 73], "span": [72, 73], "matter": [72, 73], "red_hair": [72, 73, 80, 81], "use_preset": 72, "custom_blacklist": 72, "onlin": 72, "preset": 72, "ones": 72, "neither": [72, 73], "nor": [72, 73], "anal_hair": 73, "anal_tail": 73, "arm_behind_head": 73, "arm_hair": 73, "arm_under_breast": 73, "arms_behind_head": 73, "bird_on_head": 73, "blood_in_hair": 73, "breasts_on_glass": 73, "breasts_on_head": 73, "cat_on_head": 73, "closed_ey": 73, "clothed_female_nude_femal": 73, "clothed_female_nude_mal": 73, "clothed_male_nude_femal": 73, "clothes_between_breast": 73, "cream_on_fac": 73, "drying_hair": 73, "empty_ey": 73, "face_to_breast": 73, "food_on_fac": 73, "food_on_head": 73, "game_boi": 73, "grabbing_anoth": 73, "s_hair": 73, "grabbing_own_breast": 73, "gun_to_head": 73, "head_between_breast": 73, "heart_in_ey": 73, "multiple_boi": 73, "multiple_girl": 73, "object_on_breast": 73, "object_on_head": 73, "paint_splatter_on_fac": 73, "parted_lip": [73, 74, 75, 79, 82], "penis_on_fac": 73, "person_on_head": 73, "pokemon_on_head": 73, "rabbit_on_head": 73, "rice_on_fac": 73, "severed_head": 73, "star_in_ey": 73, "sticker_on_fac": 73, "tentacles_on_mal": 73, "tying_hair": 73, "built": [73, 85], "mutabl": 73, "constructor": 73, "empti": 73, "hold": [73, 74, 75, 79, 82], "futa": 73, "cum": 73, "rub": 73, "shade": 73, "plai": 73, "drill": 73, "skin": 73, "sidelock": 73, "twintail": [73, 74, 75, 79, 82], "braid": 73, "afro": 73, "bald": 73, "dreadlock": 73, "ponytail": 73, "updo": 73, "beard": 73, "mustach": 73, "pointi": 73, "horn": 73, "tail": 73, "ornament": 73, "hairband": 73, "pupil": 73, "bow": [73, 74, 75], "headwear": 73, "ribbon": [73, 75, 79], "crown": 73, "cap": 73, "hairclip": [73, 79], "mole": 73, "halo": 73, "fluff": 73, "flower": [73, 74, 75, 79, 82], "glass": [73, 76], "fang": 73, "boi": 73, "beret": 73, "heterochromia": 73, "headdress": 73, "eyepatch": 73, "headphon": 73, "eyebrow": 73, "eyelash": 73, "sunglass": 73, "intak": 73, "scrunchi": 73, "ear_pierc": 73, "headband": 73, "ring": 73, "under_mouth": 73, "freckl": 73, "lip": 73, "eyelin": 73, "eyeshadow": 73, "tassel": 73, "whitelist_suffix": 73, "whitelist_prefix": 73, "whitelist_word": 73, "suffix": [73, 78], "pool": 73, "whitelist": 73, "blacklist": [73, 77, 106], "singular": 73, "plural": 73, "chair": 73, "whole": 73, "word": 73, "hear": 73, "72": 73, "outdat": 74, "anymor": 74, "baselin": 74, "practic": 74, "use_real_nam": [74, 79], "general_threshold": [74, 75, 82], "character_threshold": [74, 75, 82], "drop_overlap": [74, 75, 79, 82], "real": [74, 79, 96, 106], "renam": [74, 79], "redirect": [74, 79], "mani": [74, 79], "websit": [74, 79], "rate": [74, 75, 82, 94, 96, 106], "char": [74, 75, 82], "9897817373275757": 74, "question": [74, 75, 82, 94], "010265946388244629": 74, "explicit": [74, 75, 82, 94], "2809715270996094e": 74, "9939777851104736": 74, "5032387375831604": 74, "black_bord": 74, "9943548440933228": 74, "black_glov": [74, 75, 79, 82], "5011609792709351": 74, "blue_ski": [74, 75, 79, 82], "6877802610397339": 74, "5543792843818665": 74, "8268730640411377": 74, "cloud": [74, 75, 79, 82], "8504303693771362": 74, "cowboy_shot": [74, 75, 79, 82], "6008237600326538": 74, "crop_top": [74, 75, 79, 82], "6635787487030029": 74, "dai": [74, 75, 79, 82], "8496965765953064": 74, "glove": [74, 75, 79, 82], "6107005476951599": 74, "hair_between_ey": [74, 75, 79, 82], "668294370174408": 74, "5619469285011292": 74, "holding_baseball_bat": [74, 75, 79, 82], "5141720771789551": 74, "letterbox": 74, "long_hair": [74, 75, 79, 81, 82], "9884189963340759": 74, "looking_at_view": [74, 75, 79, 82], "5673105120658875": 74, "midriff": [74, 75, 79, 82], "6290556192398071": 74, "navel": [74, 75, 79, 82], "9631235003471375": 74, "no_hat": [74, 75, 79], "7978747487068176": 74, "no_headwear": [74, 75, 79, 82], "7577926516532898": 74, "outdoor": [74, 75, 79, 82], "7118550539016724": 74, "5452839136123657": 74, "pillarbox": 74, "9841411709785461": 74, "red_ey": [74, 75, 79, 82], "958786129951477": 74, "shirt": [74, 75, 79, 82], "6720131039619446": 74, "short_sleev": [74, 75, 79, 82], "7077711820602417": 74, "silver_hair": [74, 75, 79], "6673924326896667": 74, "sky": [74, 75, 79, 82], "8709812760353088": 74, "9614333510398865": 74, "sportswear": [74, 75, 79, 82], "7786177396774292": 74, "6842771172523499": 74, "sweat": [74, 75, 79, 82], "9076308012008667": 74, "thigh": [74, 75, 79, 82], "580970823764801": 74, "skadi_": [74, 75, 82], "arknight": [74, 75, 82], "9633345007896423": 74, "9988503456115723": 74, "001651763916015625": 74, "00012505054473876953": 74, "9829280972480774": 74, "894218385219574": 74, "8733789920806885": 74, "backpack": [74, 75, 79, 82], "6322951316833496": 74, "9987058639526367": 74, "bag_charm": [74, 75], "9754379987716675": 74, "6810564994812012": 74, "9708781838417053": 74, "6356008052825928": 74, "5633733868598938": 74, "brick_wal": 74, "5315935611724854": 74, "brown_hair": [74, 75, 79, 82], "9397273659706116": 74, "9229896664619446": 74, "charm_": [74, 75], "9006357789039612": 74, "citi": 74, "9020784497261047": 74, "cityscap": 74, "9547432661056519": 74, "5296419262886047": 74, "8253412246704102": 74, "5619839429855347": 74, "hair_flow": [74, 75, 79, 82], "8277763724327087": 74, "hair_orna": [74, 75, 79, 82], "9356368780136108": 74, "hair_ribbon": [74, 75, 79], "5288072824478149": 74, "jacket": [74, 75, 79, 82], "6336134076118469": 74, "9703260064125061": 74, "8188960552215576": 74, "phone_screen": 74, "9579574465751648": 74, "9954615235328674": 74, "plaid": [74, 75, 79], "9725285172462463": 74, "plaid_skirt": [74, 75, 79], "9638455510139465": 74, "pleated_skirt": [74, 75, 79, 82], "7226815819740295": 74, "5321241021156311": 74, "red_nail": [74, 79], "5493080615997314": 74, "school_bag": [74, 75], "9863407611846924": 74, "school_uniform": [74, 75, 79, 82], "6794284582138062": 74, "5062428116798401": 74, "shoulder_bag": 74, "9325523972511292": 74, "skirt": [74, 75, 79, 82], "92237788438797": 74, "skyscrap": 74, "7728171348571777": 74, "sleeves_past_wrist": [74, 75, 79], "7257086038589478": 74, "smile": [74, 75, 79, 82], "5357837080955505": 74, "6939404010772705": 74, "7054293155670166": 74, "tongu": [74, 75, 79, 82], "9990814924240112": 74, "tongue_out": [74, 75, 79, 82], "9992498755455017": 74, "5012534260749817": 74, "very_long_hair": [74, 75, 79, 81, 82], "7461410164833069": 74, "lagpixellol": 75, "deepgelbooru_onnx": 75, "categori": [75, 90, 98], "dim": [75, 82], "9986732006072998": 75, "0013858973979949951": 75, "315376281738281e": 75, "9972434639930725": 75, "basebal": [75, 82], "5982598662376404": 75, "baseball_bat": [75, 79, 82], "6429562568664551": 75, "bike_short": 75, "36296138167381287": 75, "8308937549591064": 75, "black_shirt": [75, 79, 82], "7388008832931519": 75, "6039759516716003": 75, "30909663438796997": 75, "9694308042526245": 75, "6422968506813049": 75, "5898381471633911": 75, "8145260810852051": 75, "652222216129303": 75, "dolphin_short": 75, "466494083404541": 75, "7183809280395508": 75, "6753682494163513": 75, "7302790880203247": 75, "6649775505065918": 75, "large_breast": [75, 79, 82], "8446108102798462": 75, "98187655210495": 75, "8140730857849121": 75, "6360533833503723": 75, "9635934829711914": 75, "33370012044906616": 75, "44239571690559387": 75, "7891374826431274": 75, "6471294164657593": 75, "9958090782165527": 75, "8736815452575684": 75, "872096061706543": 75, "5640895366668701": 75, "5049663186073303": 75, "8832778930664062": 75, "9687467813491821": 75, "sports_bra": 75, "3659853935241699": 75, "9309735298156738": 75, "49939480423927307": 75, "stomach": [75, 79, 82], "446407288312912": 75, "809670090675354": 75, "6560589075088501": 75, "47956040501594543": 75, "9832853674888611": 75, "9994162321090698": 75, "0008397102355957031": 75, "00035390257835388184": 75, "9926226139068604": 75, "899387001991272": 75, "34215790033340454": 75, "5701972246170044": 75, "9512913227081299": 75, "6664570569992065": 75, "5614628791809082": 75, "33615976572036743": 75, "5770801305770874": 75, "987317681312561": 75, "37286585569381714": 75, "cardigan": [75, 79], "36409223079681396": 75, "7329680919647217": 75, "collared_shirt": [75, 79], "5924292206764221": 75, "4344901144504547": 75, "7465001344680786": 75, "5225946307182312": 75, "6976451873779297": 75, "9265321493148804": 75, "34527891874313354": 75, "6675043106079102": 75, "9096828699111938": 75, "long_sleev": [75, 79, 82], "41341525316238403": 75, "8418735265731812": 75, "miniskirt": [75, 79], "3675632178783417": 75, "nail_polish": [75, 79], "5284417867660522": 75, "open_cloth": [75, 79], "30296844244003296": 75, "48789578676223755": 75, "36596980690956116": 75, "7759367227554321": 75, "6535028219223022": 75, "8975257873535156": 75, "36911237239837646": 75, "4171145558357239": 75, "3942635953426361": 75, "6772940754890442": 75, "9397937655448914": 75, "5207280516624451": 75, "4673041105270386": 75, "9118321537971497": 75, "9967410564422607": 75, "9970728158950806": 75, "8419480323791504": 75, "6489560604095459": 75, "white_shirt": [75, 79], "6217572689056396": 75, "underscor": [76, 82], "convent": 76, "restor": [76, 106], "use_spac": 76, "use_escap": 76, "include_scor": 76, "score_descend": 76, "_": 76, "escap": 76, "unsaf": 76, "sort": [76, 80], "descend": 76, "panty_pul": 76, "6826801300048828": 76, "958938717842102": 76, "drinking_glass": 76, "9340789318084717": 76, "areola_slip": 76, "41196826100349426": 76, "9988248348236084": 76, "drink": 76, "pull": 76, "areola": 76, "999": 76, "959": 76, "934": 76, "683": 76, "412": 76, "mldanbooru": [77, 106], "get_mldanbooru_tag": 77, "wd14": [77, 79, 106], "get_wd14_tag": [77, 79], "convert_wd14_emb_to_predict": 77, "denormalize_wd14_emb": 77, "deepdanbooru": [77, 79, 106], "get_deepdanbooru_tag": [77, 79], "deepgelbooru": [77, 106], "get_deepgelbooru_tag": 77, "add_underlin": 77, "remove_underlin": 77, "tags_to_text": 77, "drop_overlap_tag": 77, "is_blacklist": 77, "drop_blacklisted_tag": 77, "char_whitelist_suffix": 77, "char_whitelist_prefix": 77, "char_whitelist_word": 77, "char_suffix": 77, "char_prefix": 77, "charactertagpool": 77, "is_basic_character_tag": 77, "drop_basic_character_tag": 77, "sort_tag": 77, "tag_match_suffix": 77, "tag_match_prefix": 77, "tag_match_ful": 77, "t1": 78, "t2": 78, "fulli": 78, "ml": 79, "448": 79, "keep_ratio": 79, "9999984502792358": [79, 101], "9999946355819702": 79, "9994951486587524": 79, "998144268989563": 79, "9978417158126831": 79, "9941409230232239": 79, "9799384474754333": 79, "979142427444458": 79, "961823582649231": 79, "961323618888855": 79, "9490893483161926": 79, "9450850486755371": 79, "9425153136253357": 79, "9409335255622864": 79, "9319437146186829": 79, "9265308976173401": 79, "9259042143821716": 79, "922250509262085": 79, "9199565052986145": 79, "9175475835800171": 79, "9102761745452881": 79, "9076938629150391": 79, "9052775502204895": 79, "8938589692115784": 79, "8894285559654236": 79, "8891903162002563": 79, "8845980763435364": 79, "8842408061027527": 79, "8659475445747375": 79, "862621009349823": 79, "8616052865982056": 79, "8562789559364319": 79, "short_short": [79, 82], "8555729389190674": 79, "8533340096473694": 79, "black_short": [79, 82], "8477485775947571": 79, "8430152535438538": 79, "tied_long_hair": [79, 82], "8340626955032349": 79, "crop_top_overhang": 79, "8266023397445679": 79, "8222048282623291": 79, "8202669620513916": 79, "8061150312423706": 79, "ass_visible_through_thigh": [79, 82], "7803354859352112": 79, "thigh_gap": [79, 82], "7789446711540222": 79, "arms_up": 79, "7052110433578491": 79, "9999866485595703": 79, "997043788433075": 79, "9969649910926819": 79, "9957101345062256": 79, "9928386807441711": 79, "9886980056762695": 79, "9864778518676758": 79, "ghost": [79, 82], "9769423007965088": 79, "9747489094734192": 79, "9736957550048828": 79, "9388670325279236": 79, "9356311559677124": 79, "91000896692276": 79, "8955123424530029": 79, "8910233378410339": 79, "8904104828834534": 79, "8881211280822754": 79, "8876776695251465": 79, "8864808678627014": 79, "8810517191886902": 79, "8798807263374329": 79, "8765745162963867": 79, "8737136125564575": 79, "8650439381599426": 79, "8613706827163696": 79, "blue_cardigan": 79, "8571277260780334": 79, "8333670496940613": 79, "8160212635993958": 79, "eyebrows_visible_through_hair": 79, "8122442364692688": 79, "8091571927070618": 79, "8082079887390137": 79, "8048468232154846": 79, "8042327165603638": 79, "7984272241592407": 79, "blazer": [79, 82], "794708251953125": 79, "78981614112854": 79, "7892146110534668": 79, "shaped_pupil": [79, 82], "7867060899734497": 79, "gradient_hair": 79, "786359965801239": 79, "7790888547897339": 79, "brown_skirt": 79, "7760675549507141": 79, "774523913860321": 79, "7721588015556335": 79, "7697228789329529": 79, "755959689617157": 79, "multicolored_hair": 79, "7477189898490906": 79, "7476690411567688": 79, "rail": 79, "7476617693901062": 79, "blue_jacket": 79, "7458406090736389": 79, "741143524646759": 79, "7364678978919983": 79, "7193643450737": 79, "red_neckwear": 79, "7108616828918457": 79, "7086325287818909": 79, "7055293321609497": 79, "7039415836334229": 79, "7018357515335083": 79, "shuffl": 80, "count": [80, 107, 108], "2boi": 80, "cat_ear": 80, "uniqu": 80, "8849405313291128": 81, "8548297594823425": 81, "03910296474461261": 81, "6615180440330748": 81, "21552028866308015": 81, "3165260620737027": 81, "47744464927382957": 81, "tagger": 82, "smilingwolf": 82, "wd": 82, "swinv2_v3": 82, "general_mcut_en": 82, "character_mcut_en": 82, "no_underlin": 82, "mcut": 82, "replac": 82, "index": [82, 109], "follw": 82, "valuabl": 82, "enabl": 82, "rapid": 82, "queri": 82, "0011444687843322754": 82, "8876402974128723": 82, "106781005859375": 82, "000277101993560791": 82, "997527003288269": 82, "9797663688659668": 82, "9905703663825989": 82, "9761719703674316": 82, "8981098532676697": 82, "8810765743255615": 82, "9498510360717773": 82, "8377365469932556": 82, "945058286190033": 82, "9457170367240906": 82, "969594419002533": 82, "7881088852882385": 82, "7687551379203796": 82, "9301245212554932": 82, "6703325510025024": 82, "white_hair": 82, "5292627811431885": 82, "8677047491073608": 82, "grey_hair": 82, "5859264731407166": 82, "9536856412887573": 82, "8056888580322266": 82, "8394746780395508": 82, "9473626613616943": 82, "8986269235610962": 82, "9385137557983398": 82, "8408567905426025": 82, "alternate_costum": 82, "4245271384716034": 82, "931140661239624": 82, "8830795884132385": 82, "7279844284057617": 82, "artist_nam": 82, "5333830714225769": 82, "64717698097229": 82, "9516432285308838": 82, "9655293226242065": 82, "9485014081001282": 82, "7366660833358765": 82, "7161656618118286": 82, "5858667492866516": 82, "6186309456825256": 82, "41193312406539917": 82, "467605859041214": 82, "36282333731651306": 82, "3756745457649231": 82, "motion_blur": 82, "5091936588287354": 82, "951993465423584": 82, "5634750723838806": 82, "8232709169387817": 82, "9869340658187866": 82, "49491602182388306": 82, "5193622708320618": 82, "003406703472137451": 82, "0007208287715911865": 82, "9798132181167603": 82, "8046203851699829": 82, "7596215009689331": 82, "7620116472244263": 82, "46084529161453247": 82, "48454540967941284": 82, "5152207016944885": 82, "8023070096969604": 82, "8653596639633179": 82, "7201820611953735": 82, "7816740870475769": 82, "697688639163971": 82, "8974947333335876": 82, "7491052746772766": 82, "5015512704849243": 82, "6401398181915283": 82, "43420469760894775": 82, "4528769850730896": 82, "5730487704277039": 82, "6739872694015503": 82, "5545973181724548": 82, "6946243047714233": 82, "5487751364707947": 82, "7439308166503906": 82, "4186026453971863": 82, "47378358244895935": 82, "4690653085708618": 82, "7565015554428101": 82, "hu_tao_": 82, "genshin_impact": 82, "9262397289276123": 82, "boo_tao_": 82, "942080020904541": 82, "denorm": 82, "denormalizer_nam": 82, "mnum2_al": 82, "understand": 82, "redund": 82, "structur": [82, 106], "b": 82, "r": [82, 94, 100], "c": 82, "linalg": 82, "norm": 82, "approx": [82, 83], "1e": 82, "cdc_anime_onnx": 83, "realli": 83, "As": [83, 94, 100], "1024x1024": 83, "2060": 83, "gpu": 83, "cost": 83, "cpu": [83, 88, 107, 108], "experi": 83, "hgsr": 83, "mhr": 83, "aug_x4_320": 83, "cute_waifu_aroma": 83, "pngimageplugin": 83, "pngimagefil": 83, "1168x1168": 83, "0x7f0e8ca06880": 83, "4672x4672": 83, "0x7f0e48edb640": 83, "cdc": [84, 106], "upscale_with_cdc": 84, "lru_cach": 85, "wrap": 85, "synchron": 85, "prevent": 85, "race": 85, "condit": 85, "maxsiz": 85, "expensive_funct": 85, "expens": 85, "lock": [85, 105], "safeti": [85, 102], "multithread": 85, "my_funct": 85, "introduc": 85, "acquisit": 85, "critic": 85, "mathemat": 86, "activ": 86, "deep": 86, "problem": [86, 94, 100], "input_valu": 86, "frac": 86, "26894142": 86, "73105858": 86, "ts_lru_cach": 87, "get_onnx_provid": 87, "open_onnx_model": 87, "cudaexecutionprovid": 88, "cpuexecutionprovid": 88, "ckpt": 88, "inferencesess": 88, "onnx_mod": 88, "decid": 88, "linux": [88, 107, 108], "execut": [88, 107, 108], "ignor": 88, "cuda": [88, 107, 108], "forc": 88, "anime_ai_check": 89, "mobilenetv3_sce_dist": [89, 100, 104], "mainli": 89, "caformer_s36_plus_sc": 89, "graph": 89, "9996960163116455": 89, "9999125003814697": 89, "997803270816803": 89, "9960069060325623": 89, "9887709021568298": 89, "9998629093170166": 89, "0013722758740186691": 89, "00020673229300882667": 89, "0001895089662866667": 89, "0008857478387653828": 89, "552320024231449e": 89, "001168627175502479": 89, "bangumi": [90, 91], "vision": 90, "imageri": 90, "bangumi_char_typ": 90, "definit": [90, 97], "video": 90, "secondari": 90, "often": 90, "lack": 90, "lead": 90, "under": [90, 109], "three": 90, "judg": 90, "anime_portrait": [90, 96], "mobilenetv3_v0_dist": [90, 99, 103, 104], "9998525381088257": 90, "00012103465269319713": 90, "6464786313008517e": 90, "906112609314732e": 90, "06": [90, 91, 93, 98, 99, 100, 101, 103], "9997243285179138": 90, "0002490800397936255": 90, "7215803381986916e": 90, "354368557978887e": 90, "9998849630355835": 90, "90006631379947e": 90, "3920385754317977e": 90, "2084233276254963e": 90, "9998877048492432": 90, "732793503440917e": 90, "4264976925915107e": 90, "0623419257171918e": 90, "07076334953308105": 90, "9290977716445923": 90, "0001044218079186976": 90, "4467317163944244e": 90, "2568268832401372e": 90, "9999498128890991": 90, "1810528778587468e": 90, "879474429093534e": 90, "260669109295122e": 90, "9999510049819946": 90, "2321036592766177e": 90, "025227553938748e": 90, "4251427273848094e": 90, "999957799911499": 90, "4273678718600422e": 90, "6884023302263813e": 90, "880981603288092e": 90, "0002326338435523212": 90, "9996368885040283": 90, "164971561403945e": 90, "00020793956355191767": 90, "13438372313976288": 90, "8652494549751282": 90, "000158855298650451": 90, "000238816806813702": 90, "3589179217815399": 90, "6406960487365723": 90, "0001471740542910993": 90, "002255884697660804": 90, "08208147436380386": 90, "9152728915214539": 90, "00038967153523117304": 90, "227699592884164e": 90, "0835404282261152e": 90, "1437502406770363e": 90, "9999284744262695": 90, "2125529792683665e": 90, "0218892384727951e": 90, "00011914174683624879": 90, "9998584985733032": 90, "2007669283775613e": 90, "6357082131435163e": 90, "3068713896209374e": 90, "9999185800552368": 90, "066640925273532e": 90, "529400813335087e": 90, "089402500540018e": 90, "9999388456344604": 90, "6406959295272827": 90, "not_paint": 91, "anime_classif": 91, "older": 91, "mobilenetv3_v1": [91, 101], "5_dist": 91, "3_dist": 91, "plot": [91, 94, 100, 104], "caformer_s36_v1": 91, "3_focal": 91, "8346158862113953": 91, "004201625939458609": 91, "0028638991061598063": 91, "15633030235767365": 91, "001988308737054467": 91, "9868855476379395": 91, "001178382197394967": 91, "00015886101755313575": 91, "0005986307514831424": 91, "011178601533174515": 91, "9933090209960938": 91, "0012440024875104427": 91, "00040085514774546027": 91, "004924307577311993": 91, "00012189441622467712": 91, "00031298911198973656": 91, "9968050718307495": 91, "182305903872475e": 91, "0027923565357923508": 91, "7805559259140864e": 91, "0004650334012694657": 91, "996709942817688": 91, "736721191671677e": 91, "0027629584074020386": 91, "4619508621981367e": 91, "0003803370927926153": 91, "998649537563324": 91, "190127922105603e": 91, "0008622839814051986": 91, "595230686594732e": 91, "0004573142796289176": 91, "00031435859273187816": 91, "8671838641166687": 91, "13199880719184875": 91, "563074617180973e": 91, "153919796110131e": 91, "290010737255216e": 91, "9727378487586975": 91, "027150526642799377": 91, "162296004826203e": 91, "4933258828241378e": 91, "0004275702522136271": 91, "995402455329895": 91, "002233930164948106": 91, "001911122351884842": 91, "1603819727897644": 91, "0007561995880678296": 91, "00017044576816260815": 91, "838487982749939": 91, "0002034590725088492": 91, "005001617129892111": 91, "000932251859921962": 91, "009352140128612518": 91, "9846979379653931": 91, "6018555470509455e": 91, "004064667969942093": 91, "464051254326478e": 91, "025772539898753166": 91, "9699516296386719": 91, "00011656546121230349": 91, "287263775244355e": 91, "370255853951676e": 91, "01098843663930893": 91, "0031668643932789564": 91, "9857884049415588": 91, "499273488065228e": 91, "8419872251106426e": 91, "0003471920208539814": 91, "029472889378666878": 91, "9700765609741211": 91, "0012387704337015748": 91, "001172148622572422": 91, "787473391043022e": 91, "003680602880194783": 91, "9938107132911682": 91, "8346157073974609": 91, "8671836853027344": 91, "8384883403778076": 91, "9846979975700378": 91, "9700766801834106": 91, "greyscal": 92, "jpeg_ful": [92, 105], "6125901": 92, "6125785": [92, 105], "6124220": 92, "rough": [93, 94, 100], "polish": 93, "mobilenetv3_v2": 93, "2_dist": [93, 101], "910087929805741e": 93, "1241951510310173": 93, "8757457137107849": 93, "00018937293498311192": 93, "030049214139580727": 93, "9697614312171936": 93, "008933082222938538": 93, "05096456781029701": 93, "9401022791862488": 93, "009832272306084633": 93, "9898634552955627": 93, "00030428936588577926": 93, "013919820077717304": 93, "9819902181625366": 93, "004089969675987959": 93, "04166747257113457": 93, "9582782983779907": 93, "4218515288084745e": 93, "8849249482154846": 93, "1149177998304367": 93, "0001573085755808279": 93, "9907882809638977": 93, "008958994410932064": 93, "0002527958422433585": 93, "9831690788269043": 93, "01682441122829914": 93, "613856385229155e": 93, "8757458329200745": 93, "8849248290061951": 93, "million": 94, "anime_r": [94, 96], "boundari": [94, 100], "challeng": [94, 100], "clean": [94, 100], "judgment": [94, 100], "intend": [94, 100], "quick": [94, 100, 106], "estim": [94, 100], "basi": [94, 100], "mobilenetv3_large_100_v0_ls0": 94, "caformer_s36_v0_ls0": 94, "7508869767189026": 94, "7034655809402466": 94, "728887677192688": 94, "7404400110244751": 94, "7446154952049255": 94, "7514738440513611": 94, "768704354763031": 94, "8219676613807678": 94, "7267540693283081": 94, "7645740509033203": 94, "7216582894325256": 94, "7615436315536499": 94, "815083920955658": 94, "8321858644485474": 94, "8204999566078186": 94, "820833146572113": 94, "chdir": 94, "doc": 94, "api_doc": 94, "7508870363235474": 94, "11212056130170822": 94, "06781744956970215": 94, "06917501986026764": 94, "7034654021263123": 94, "15903906524181366": 94, "06688199192285538": 94, "07061357796192169": 94, "7288877964019775": 94, "1476859599351883": 94, "060362350195646286": 94, "06306383013725281": 94, "7404399514198303": 94, "10337048768997192": 94, "08087948709726334": 94, "07530999928712845": 94, "055992450565099716": 94, "7446154356002808": 94, "13191790878772736": 94, "06747424602508545": 94, "06458679586648941": 94, "10566363483667374": 94, "07827574014663696": 94, "07079866528511047": 94, "7687042951583862": 94, "09974884241819382": 94, "06074819341301918": 94, "050435908138751984": 94, "8219675421714783": 94, "0593985915184021": 94, "06819795072078705": 94, "06569571048021317": 94, "1177448257803917": 94, "726753830909729": 94, "08980562537908554": 94, "06481882929801941": 94, "06922297924757004": 94, "10138414055109024": 94, "06351721286773682": 94, "07683827728033066": 94, "13798624277114868": 94, "05942752957344055": 94, "10584963858127594": 94, "7615437507629395": 94, "07317910343408585": 94, "060196295380592346": 94, "06751583516597748": 94, "0572039857506752": 94, "05398125201463699": 94, "06124086305499077": 94, "0525919646024704": 94, "8321859240531921": 94, "05922013148665428": 94, "06274889409542084": 94, "057530902326107025": 94, "8205001354217529": 94, "05683052912354469": 94, "06635929644107819": 94, "05597696080803871": 94, "8208332657814026": 94, "non_furri": 95, "mobilenetv3_v0": 95, "1_dist": 95, "9898804426193237": 95, "010119626298546791": 95, "9677742123603821": 95, "032225821167230606": 95, "959551215171814": 95, "040448784828186035": 95, "9535530209541321": 95, "04644693806767464": 95, "04358793422579765": 95, "9564120769500732": 95, "02767963521182537": 95, "9723203182220459": 95, "028900373727083206": 95, "9710996150970459": 95, "037573859095573425": 95, "9624261260032654": 95, "aicheck": [96, 106], "get_ai_created_scor": 96, "is_ai_cr": 96, "bangumi_char": [96, 106], "anime_bangumi_char_scor": 96, "anime_bangumi_char": 96, "anime_classify_scor": 96, "anime_classifi": 96, "is_greyscal": 96, "anime_completeness_scor": 96, "anime_complet": 96, "dbrate": [96, 106], "anime_dbrating_scor": 96, "anime_dbr": 96, "furri": [96, 106], "anime_furry_scor": 96, "anime_furri": 96, "get_monochrome_scor": 96, "is_monochrom": 96, "nsfw_pred_scor": 96, "nsfw_pred": 96, "portrait": [96, 106], "anime_portrait_scor": 96, "anime_rating_scor": 96, "anime_real_scor": 96, "safe_check_scor": 96, "safe_check": 96, "style_ag": [96, 106], "anime_style_age_scor": 96, "anime_style_ag": 96, "teen": [96, 106], "anime_teen_scor": 96, "anime_teen": 96, "is_truncated_fil": 96, "screen": 97, "row": 97, "bottom": 97, "grayscal": 97, "monochrome_detect": 97, "mobilenetv3_large_100_dist_safe2": 97, "mobilenetv3_dist": 97, "caformer_s36": 97, "mono": 97, "9614395499229431": 97, "9458909034729004": 97, "9559807777404785": 97, "9651952981948853": 97, "9379720687866211": 97, "8814834356307983": 97, "03941023349761963": 97, "07492382079362869": 97, "09546589106321335": 97, "016521310433745384": 97, "005693843588232994": 97, "0315730981528759": 97, "Not": 98, "five": 98, "hentai": 98, "neutral": 98, "porn": 98, "sexi": 98, "infinit": 98, "nsfwj": 98, "tfj": 98, "mobil": 98, "9970946311950684": 98, "00198739324696362": 98, "000894528697244823": 98, "4315058251668233e": 98, "099447197513655e": 98, "9282580614089966": 98, "061733175069093704": 98, "008979619480669498": 98, "0007789491210132837": 98, "0002501663693692535": 98, "7945129871368408": 98, "2044062316417694": 98, "0005603990866802633": 98, "0004847997915931046": 98, "564094367902726e": 98, "7977773547172546": 98, "01352313905954361": 98, "18791256844997406": 98, "0004888656549155712": 98, "00029804420773871243": 98, "04498734697699547": 98, "9509441256523132": 98, "4087972633424215e": 98, "003999904729425907": 98, "4542059185914695e": 98, "002892113756388426": 98, "982390284538269": 98, "02520776737947e": 98, "014633022248744965": 98, "858086610212922e": 98, "002532319398596883": 98, "9887337684631348": 98, "231979568838142e": 98, "008699454367160797": 98, "8187158022774383e": 98, "03564726561307907": 98, "954788088798523": 98, "343036850215867e": 98, "009289607405662537": 98, "00020158555707894266": 98, "006372362840920687": 98, "006019102409482002": 98, "9694945812225342": 98, "015214097686111927": 98, "002899901708588004": 98, "0004039364866912365": 98, "00012730166781693697": 98, "987038791179657": 98, "007135333959013224": 98, "005294707603752613": 98, "06964848190546036": 98, "0014777459437027574": 98, "9276643395423889": 98, "0003031621454283595": 98, "0009063396137207747": 98, "00028707628371194005": 98, "00010888021643040702": 98, "9992460012435913": 98, "00015473493840545416": 98, "0002033217460848391": 98, "563037691696081e": 98, "008058490231633186": 98, "00044566826545633376": 98, "937960684299469": 98, "05353058874607086": 98, "364063445587817e": 98, "00562260951846838": 98, "00012077406427124515": 98, "9897090792655945": 98, "004547217860817909": 98, "564737981942017e": 98, "016690678894519806": 98, "001258736359886825": 98, "9766013622283936": 98, "005440687295049429": 98, "4481674952548929e": 98, "01861923187971115": 98, "0008914825739338994": 98, "9674761295318604": 98, "012998746708035469": 98, "691116141155362e": 98, "0007601747056469321": 98, "0005019629606977105": 98, "039504989981651306": 98, "9591660499572754": 98, "0001652583305258304": 98, "0002614929690025747": 98, "020374108105897903": 98, "029394468292593956": 98, "9498046040534973": 98, "00016299057460855693": 98, "004782819654792547": 98, "002861740067601204": 98, "12280157208442688": 98, "8693908452987671": 98, "0001731760276015848": 98, "304211274255067e": 98, "03286275267601013": 98, "010648751631379128": 98, "9562522172927856": 98, "999900221824646": 99, "645313209854066e": 99, "3387104445428122e": 99, "9999704360961914": 99, "4465465685352683e": 99, "071506166132167e": 99, "9999785423278809": 99, "512719154561637e": 99, "292278612818336e": 99, "919455750496127e": 99, "9999444484710693": 99, "3647335082350764e": 99, "0555699191172607e": 99, "9999880790710449": 99, "3210242286731955e": 99, "7451418898417614e": 99, "9999822378158569": 99, "2084267331811134e": 99, "7460413321023225e": 99, "1532473820352607e": 99, "9999996423721313": 99, "0316136922483565e": 99, "840229633236049e": 99, "9999998807907104": [99, 100], "736660568800289e": 99, "199210472208506e": 99, "9999992847442627": 99, "r15": 100, "r18": 100, "sankaku": 100, "mobilenetv3_v1_pruned_ls0": 100, "caformer_s36_plu": [100, 104], "5863172936624323e": 100, "480062353375615e": 100, "9924363493919373": 100, "007255776319652796": 100, "0003077814180869609": 100, "996969997882843": 100, "0030054834205657244": 100, "4601260520284995e": 100, "9966891407966614": 100, "003293127752840519": 100, "770909148035571e": 100, "00025384966284036636": 100, "9996721744537354": 100, "399192691082135e": 100, "973351603141055e": 100, "9998563528060913": 100, "391309580067173e": 100, "0018681309884414077": 100, "9827859997749329": 100, "015345841646194458": 100, "013710384257137775": 100, "8339558839797974": 100, "15233369171619415": 100, "951323833462084e": 100, "00029566374723799527": 100, "9997004270553589": 100, "00018434497178532183": 100, "568440272123553e": 100, "9997699856758118": 100, "11225129129889e": 100, "051862899563275e": 100, "9999485015869141": 100, "902020231791539e": 100, "0005639699520543218": 100, "9994290471076965": 100, "anime_real_cl": 101, "4_dist": 101, "9999716281890869": 101, "8398366339388303e": 101, "9992202520370483": 101, "0007797438884153962": 101, "9999709129333496": 101, "905452492996119e": 101, "9999765157699585": 101, "3499671442550607e": 101, "9994087219238281": 101, "0005913018831051886": 101, "9999759197235107": 101, "4061362637439743e": 101, "9999052286148071": 101, "475799015490338e": 101, "403173675702419e": 101, "5848207794988411e": 101, "0010207017185166478": 101, "9989792704582214": 101, "2124368115328252e": 101, "9999977350234985": 101, "6512358342879452e": 101, "9999834299087524": 101, "359853614412714e": 101, "9999936819076538": 101, "600314317329321e": 101, "9999840259552002": 101, "5589323083986528e": 101, "9999843835830688": 101, "5513256585109048e": 101, "9999845027923584": 101, "pollut": 102, "shit": 102, "checker": 102, "mobilenet": 102, "v2": 102, "max_batch_s": 102, "1970": 103, "1980": 103, "1990": 103, "2000": 103, "2010": 103, "2015": 103, "2020": 103, "ag": 103, "9805465340614319": 103, "761269782553427e": 103, "0005044879508204758": 103, "01569165475666523": 103, "002850610064342618": 103, "00037849770160391927": 103, "9434612113400362e": 103, "053497342392802e": 103, "9992554783821106": 103, "0006490182713605464": 103, "8857468805654207e": 103, "317252262353577e": 103, "314484721769986e": 103, "0750001138148946e": 103, "706833609205205e": 103, "00034479793976061046": 103, "9995512366294861": 103, "391363472677767e": 103, "4607510820496827e": 103, "0679690351244062e": 103, "661913514311891e": 103, "757471131393686e": 103, "0744897230761126e": 103, "76177470368566e": 103, "9996387958526611": 103, "160279296338558e": 103, "00013228354509919882": 103, "1361367038916796e": 103, "464057489414699e": 103, "2412899599876255e": 103, "703883653040975e": 103, "127358498517424e": 103, "9973921775817871": 103, "0022309015039354563": 103, "00018872201326303184": 103, "780902943617548e": 103, "422096920578042e": 103, "638929097680375e": 103, "152203023797483e": 103, "00028818511054851115": 103, "9996094107627869": 103, "58777353237383e": 103, "9200742826797068e": 103, "00017117452807724476": 103, "518441947875544e": 103, "885544381570071e": 103, "4389253010449465e": 103, "1696006772108376e": 103, "9996393918991089": 103, "contenti": 104, "safe_teen": 104, "non_teen": 104, "caformer_s36_v0": 104, "9998493194580078": 104, "0378791052498855e": 104, "00012023092131130397": 104, "9790042638778687": 104, "0017522255657240748": 104, "01924353837966919": 104, "9998124241828918": 104, "19778298237361e": 104, "0001456339523429051": 104, "0008521362324245274": 104, "9989691972732544": 104, "00017870066221803427": 104, "0992944781901315e": 104, "9994398951530457": 104, "0004991036257706583": 104, "2035720727872103e": 104, "9994019269943237": 104, "0005460577667690814": 104, "0478151529678144e": 104, "524079147609882e": 104, "999934196472168": 104, "786742884898558e": 104, "653994154883549e": 104, "9998156428337097": 104, "0001218809193233028": 104, "00013706681784242392": 104, "9997410178184509": 104, "jpeg_trunc": 105, "2216614_truncat": 105, "imagefil": 105, "load_truncated_imag": 105, "ascii": 106, "metric": 106, "list_det_model": 106, "list_rec_model": 106, "sd": 106, "tag": 106, "platform": [107, 108], "shutil": [107, 108], "cpuinfo": [107, 108], "psutil": [107, 108], "hbutil": [107, 108], "size_to_bytes_str": [107, 108], "python_implement": [107, 108], "python_vers": [107, 108], "brand": [107, 108], "get_cpu_info": [107, 108], "brand_raw": [107, 108], "cpu_count": [107, 108], "freq": [107, 108], "cpu_freq": [107, 108], "mhz": [107, 108], "virtual_memori": [107, 108], "precis": [107, 108], "ye": [107, 108], "nvidia": [107, 108], "smi": [107, 108], "1021": [107, 108], "azur": [107, 108], "x86_64": [107, 108], "glibc2": [107, 108], "cpython": [107, 108], "amd": [107, 108], "epyc": [107, 108], "7763": [107, 108], "3082": 107, "7892500000003": 107, "615": [107, 108], "gib": [107, 108], "deploi": [107, 108], "action": [107, 108], "3229": 108, "0237500000003": 108, "imgutil": 109, "pypi": 109, "simpli": 109, "newest": 109, "git": 109, "script": 109, "__name__": 109, "__main__": 109, "narugo1992": 109, "still": 109, "out": 109, "io": 109, "html": 109, "faq": 110}, "objects": {"imgutils": [[1, 0, 0, "-", "ascii"], [2, 0, 0, "-", "config"], [9, 0, 0, "-", "data"], [19, 0, 0, "-", "detect"], [26, 0, 0, "-", "edge"], [32, 0, 0, "-", "generic"], [36, 0, 0, "-", "metadata"], [41, 0, 0, "-", "metrics"], [45, 0, 0, "-", "ocr"], [49, 0, 0, "-", "operate"], [53, 0, 0, "-", "pose"], [56, 0, 0, "-", "preprocess"], [61, 0, 0, "-", "resource"], [63, 0, 0, "-", "restore"], [66, 0, 0, "-", "sd"], [70, 0, 0, "-", "segment"], [77, 0, 0, "-", "tagging"], [84, 0, 0, "-", "upscale"], [87, 0, 0, "-", "utils"], [96, 0, 0, "-", "validate"]], "imgutils.ascii": [[0, 0, 0, "-", "drawing"]], "imgutils.ascii.drawing": [[0, 1, 1, "", "ascii_drawing"]], "imgutils.config": [[3, 0, 0, "-", "meta"]], "imgutils.config.meta": [[3, 2, 1, "", "__AUTHOR_EMAIL__"], [3, 2, 1, "", "__AUTHOR__"], [3, 2, 1, "", "__DESCRIPTION__"], [3, 2, 1, "", "__TITLE__"], [3, 2, 1, "", "__VERSION__"]], "imgutils.data": [[4, 0, 0, "-", "background"], [5, 0, 0, "-", "blob"], [6, 0, 0, "-", "decode"], [7, 0, 0, "-", "encode"], [8, 0, 0, "-", "image"], [10, 0, 0, "-", "layer"], [11, 0, 0, "-", "url"]], "imgutils.data.background": [[4, 1, 1, "", "grid_background"], [4, 1, 1, "", "grid_transparent"]], "imgutils.data.blob": [[5, 1, 1, "", "is_valid_image_blob_url"], [5, 1, 1, "", "load_image_from_blob_url"], [5, 1, 1, "", "to_blob_url"]], "imgutils.data.decode": [[6, 1, 1, "", "rgb_decode"]], "imgutils.data.encode": [[7, 1, 1, "", "rgb_encode"]], "imgutils.data.image": [[8, 1, 1, "", "has_alpha_channel"], [8, 1, 1, "", "load_image"], [8, 1, 1, "", "load_images"]], "imgutils.data.layer": [[10, 1, 1, "", "istack"]], "imgutils.data.url": [[11, 1, 1, "", "download_image_from_url"], [11, 1, 1, "", "is_http_url"]], "imgutils.detect": [[12, 0, 0, "-", "booru_yolo"], [13, 0, 0, "-", "censor"], [14, 0, 0, "-", "eye"], [15, 0, 0, "-", "face"], [16, 0, 0, "-", "halfbody"], [17, 0, 0, "-", "hand"], [18, 0, 0, "-", "head"], [20, 0, 0, "-", "nudenet"], [21, 0, 0, "-", "person"], [22, 0, 0, "-", "similarity"], [23, 0, 0, "-", "text"], [24, 0, 0, "-", "visual"]], "imgutils.detect.booru_yolo": [[12, 1, 1, "", "detect_with_booru_yolo"]], "imgutils.detect.censor": [[13, 1, 1, "", "detect_censors"]], "imgutils.detect.eye": [[14, 1, 1, "", "detect_eyes"]], "imgutils.detect.face": [[15, 1, 1, "", "detect_faces"]], "imgutils.detect.halfbody": [[16, 1, 1, "", "detect_halfbody"]], "imgutils.detect.hand": [[17, 1, 1, "", "detect_hands"]], "imgutils.detect.head": [[18, 1, 1, "", "detect_heads"]], "imgutils.detect.nudenet": [[20, 1, 1, "", "detect_with_nudenet"]], "imgutils.detect.person": [[21, 1, 1, "", "detect_person"]], "imgutils.detect.similarity": [[22, 1, 1, "", "bboxes_similarity"], [22, 1, 1, "", "calculate_iou"], [22, 1, 1, "", "detection_similarity"]], "imgutils.detect.text": [[23, 1, 1, "", "detect_text"]], "imgutils.detect.visual": [[24, 1, 1, "", "detection_visualize"]], "imgutils.edge": [[25, 0, 0, "-", "canny"], [27, 0, 0, "-", "lineart"], [28, 0, 0, "-", "lineart_anime"]], "imgutils.edge.canny": [[25, 1, 1, "", "edge_image_with_canny"], [25, 1, 1, "", "get_edge_by_canny"]], "imgutils.edge.lineart": [[27, 1, 1, "", "edge_image_with_lineart"], [27, 1, 1, "", "get_edge_by_lineart"]], "imgutils.edge.lineart_anime": [[28, 1, 1, "", "edge_image_with_lineart_anime"], [28, 1, 1, "", "get_edge_by_lineart_anime"]], "imgutils.generic": [[29, 0, 0, "-", "classify"], [30, 0, 0, "-", "clip"], [31, 0, 0, "-", "enhance"], [33, 0, 0, "-", "siglip"], [34, 0, 0, "-", "yolo"]], "imgutils.generic.classify": [[29, 3, 1, "", "ClassifyModel"], [29, 1, 1, "", "classify_predict"], [29, 1, 1, "", "classify_predict_fmt"], [29, 1, 1, "", "classify_predict_score"]], "imgutils.generic.classify.ClassifyModel": [[29, 4, 1, "", "__init__"], [29, 4, 1, "", "clear"], [29, 4, 1, "", "launch_demo"], [29, 4, 1, "", "make_ui"], [29, 4, 1, "", "predict"], [29, 4, 1, "", "predict_fmt"], [29, 4, 1, "", "predict_score"]], "imgutils.generic.clip": [[30, 3, 1, "", "CLIPModel"], [30, 1, 1, "", "clip_image_encode"], [30, 1, 1, "", "clip_predict"], [30, 1, 1, "", "clip_text_encode"]], "imgutils.generic.clip.CLIPModel": [[30, 4, 1, "", "__init__"], [30, 4, 1, "", "clear"], [30, 4, 1, "", "image_encode"], [30, 4, 1, "", "launch_demo"], [30, 4, 1, "", "make_ui"], [30, 4, 1, "", "predict"], [30, 4, 1, "", "text_encode"]], "imgutils.generic.enhance": [[31, 3, 1, "", "ImageEnhancer"]], "imgutils.generic.enhance.ImageEnhancer": [[31, 4, 1, "", "__init__"], [31, 4, 1, "", "process"]], "imgutils.generic.siglip": [[33, 3, 1, "", "SigLIPModel"], [33, 1, 1, "", "siglip_image_encode"], [33, 1, 1, "", "siglip_predict"], [33, 1, 1, "", "siglip_text_encode"]], "imgutils.generic.siglip.SigLIPModel": [[33, 4, 1, "", "__init__"], [33, 4, 1, "", "clear"], [33, 4, 1, "", "image_encode"], [33, 4, 1, "", "launch_demo"], [33, 4, 1, "", "make_ui"], [33, 4, 1, "", "predict"], [33, 4, 1, "", "text_encode"]], "imgutils.generic.yolo": [[34, 3, 1, "", "YOLOModel"], [34, 1, 1, "", "yolo_predict"]], "imgutils.generic.yolo.YOLOModel": [[34, 4, 1, "", "__init__"], [34, 4, 1, "", "clear"], [34, 4, 1, "", "launch_demo"], [34, 4, 1, "", "make_ui"], [34, 4, 1, "", "predict"]], "imgutils.metadata": [[35, 0, 0, "-", "geninfo"], [37, 0, 0, "-", "lsb"]], "imgutils.metadata.geninfo": [[35, 1, 1, "", "read_geninfo_exif"], [35, 1, 1, "", "read_geninfo_gif"], [35, 1, 1, "", "read_geninfo_parameters"], [35, 1, 1, "", "write_geninfo_exif"], [35, 1, 1, "", "write_geninfo_gif"], [35, 1, 1, "", "write_geninfo_parameters"]], "imgutils.metadata.lsb": [[37, 3, 1, "", "ImageLsbDataExtractor"], [37, 3, 1, "", "LSBExtractor"], [37, 3, 1, "", "LSBReadError"], [37, 1, 1, "", "inject_data"], [37, 1, 1, "", "read_lsb_metadata"], [37, 1, 1, "", "read_lsb_raw_bytes"], [37, 1, 1, "", "serialize_json"], [37, 1, 1, "", "serialize_pnginfo"], [37, 1, 1, "", "write_lsb_metadata"], [37, 1, 1, "", "write_lsb_raw_bytes"]], "imgutils.metadata.lsb.ImageLsbDataExtractor": [[37, 4, 1, "", "__init__"], [37, 4, 1, "", "extract_data"]], "imgutils.metadata.lsb.LSBExtractor": [[37, 4, 1, "", "__init__"], [37, 4, 1, "", "get_next_n_bytes"], [37, 4, 1, "", "get_one_byte"], [37, 4, 1, "", "read_32bit_integer"]], "imgutils.metrics": [[38, 0, 0, "-", "aesthetic"], [39, 0, 0, "-", "ccip"], [40, 0, 0, "-", "dbaesthetic"], [42, 0, 0, "-", "laplacian"], [43, 0, 0, "-", "lpips"], [44, 0, 0, "-", "psnr_"]], "imgutils.metrics.aesthetic": [[38, 1, 1, "", "get_aesthetic_score"]], "imgutils.metrics.ccip": [[39, 1, 1, "", "ccip_batch_differences"], [39, 1, 1, "", "ccip_batch_extract_features"], [39, 1, 1, "", "ccip_batch_same"], [39, 1, 1, "", "ccip_clustering"], [39, 1, 1, "", "ccip_default_clustering_params"], [39, 1, 1, "", "ccip_default_threshold"], [39, 1, 1, "", "ccip_difference"], [39, 1, 1, "", "ccip_extract_feature"], [39, 1, 1, "", "ccip_merge"], [39, 1, 1, "", "ccip_same"]], "imgutils.metrics.dbaesthetic": [[40, 1, 1, "", "anime_dbaesthetic"]], "imgutils.metrics.laplacian": [[42, 1, 1, "", "laplacian_score"]], "imgutils.metrics.lpips": [[43, 1, 1, "", "lpips_clustering"], [43, 1, 1, "", "lpips_difference"], [43, 1, 1, "", "lpips_extract_feature"]], "imgutils.metrics.psnr_": [[44, 1, 1, "", "psnr"]], "imgutils.ocr": [[45, 1, 1, "", "detect_text_with_ocr"], [45, 1, 1, "", "list_det_models"], [45, 1, 1, "", "list_rec_models"], [45, 1, 1, "", "ocr"]], "imgutils.operate": [[46, 0, 0, "-", "align"], [47, 0, 0, "-", "censor_"], [48, 0, 0, "-", "imgcensor"], [50, 0, 0, "-", "squeeze"]], "imgutils.operate.align": [[46, 1, 1, "", "align_maxsize"]], "imgutils.operate.censor_": [[47, 3, 1, "", "BaseCensor"], [47, 3, 1, "", "BlurCensor"], [47, 3, 1, "", "ColorCensor"], [47, 3, 1, "", "PixelateCensor"], [47, 1, 1, "", "censor_areas"], [47, 1, 1, "", "censor_nsfw"], [47, 1, 1, "", "register_censor_method"]], "imgutils.operate.censor_.BaseCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.BlurCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.ColorCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.PixelateCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor": [[48, 3, 1, "", "EmojiBasedCensor"], [48, 3, 1, "", "ImageBasedCensor"], [48, 3, 1, "", "SingleImage"]], "imgutils.operate.imgcensor.EmojiBasedCensor": [[48, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor.ImageBasedCensor": [[48, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor.SingleImage": [[48, 4, 1, "", "__init__"], [48, 4, 1, "", "find_for_area"], [48, 5, 1, "", "height"], [48, 5, 1, "", "width"]], "imgutils.operate.squeeze": [[50, 1, 1, "", "squeeze"], [50, 1, 1, "", "squeeze_with_transparency"]], "imgutils.pose": [[51, 0, 0, "-", "dwpose"], [52, 0, 0, "-", "format"], [54, 0, 0, "-", "visual"]], "imgutils.pose.dwpose": [[51, 1, 1, "", "dwpose_estimate"]], "imgutils.pose.format": [[52, 3, 1, "", "OP18KeyPointSet"], [52, 2, 1, "", "OP18_BODY_MAX"], [52, 2, 1, "", "OP18_BODY_MIN"], [52, 2, 1, "", "OP18_FACE_MAX"], [52, 2, 1, "", "OP18_FACE_MIN"], [52, 2, 1, "", "OP18_LEFT_FOOT_MAX"], [52, 2, 1, "", "OP18_LEFT_FOOT_MIN"], [52, 2, 1, "", "OP18_LEFT_HAND_MAX"], [52, 2, 1, "", "OP18_LEFT_HAND_MIN"], [52, 2, 1, "", "OP18_RIGHT_FOOT_MAX"], [52, 2, 1, "", "OP18_RIGHT_FOOT_MIN"], [52, 2, 1, "", "OP18_RIGHT_HAND_MAX"], [52, 2, 1, "", "OP18_RIGHT_HAND_MIN"], [52, 6, 1, "", "OpenPose18"]], "imgutils.pose.format.OP18KeyPointSet": [[52, 4, 1, "", "__init__"], [52, 4, 1, "", "__mul__"], [52, 4, 1, "", "__truediv__"], [52, 5, 1, "", "body"], [52, 5, 1, "", "face"], [52, 5, 1, "", "left_foot"], [52, 5, 1, "", "left_hand"], [52, 5, 1, "", "right_foot"], [52, 5, 1, "", "right_hand"]], "imgutils.pose.format.OpenPose18": [[52, 7, 1, "", "LEFT_ANKLE"], [52, 7, 1, "", "LEFT_BIG_TOE"], [52, 7, 1, "", "LEFT_EAR"], [52, 7, 1, "", "LEFT_ELBOW"], [52, 7, 1, "", "LEFT_EYE"], [52, 7, 1, "", "LEFT_HEEL"], [52, 7, 1, "", "LEFT_HIP"], [52, 7, 1, "", "LEFT_KNEE"], [52, 7, 1, "", "LEFT_SHOULDER"], [52, 7, 1, "", "LEFT_SMALL_TOE"], [52, 7, 1, "", "LEFT_WRIST"], [52, 7, 1, "", "NECK"], [52, 7, 1, "", "NOSE"], [52, 7, 1, "", "RIGHT_ANKLE"], [52, 7, 1, "", "RIGHT_BIG_TOE"], [52, 7, 1, "", "RIGHT_EAR"], [52, 7, 1, "", "RIGHT_ELBOW"], [52, 7, 1, "", "RIGHT_EYE"], [52, 7, 1, "", "RIGHT_HEEL"], [52, 7, 1, "", "RIGHT_HIP"], [52, 7, 1, "", "RIGHT_KNEE"], [52, 7, 1, "", "RIGHT_SHOULDER"], [52, 7, 1, "", "RIGHT_SMALL_TOE"], [52, 7, 1, "", "RIGHT_WRIST"]], "imgutils.pose.visual": [[54, 1, 1, "", "op18_visualize"]], "imgutils.preprocess": [[55, 0, 0, "-", "base"], [57, 0, 0, "-", "pillow"], [58, 0, 0, "-", "torchvision"], [59, 0, 0, "-", "transformers"]], "imgutils.preprocess.base": [[55, 3, 1, "", "NotParseTarget"]], "imgutils.preprocess.pillow": [[57, 1, 1, "", "create_pillow_transforms"], [57, 1, 1, "", "parse_pillow_transforms"], [57, 1, 1, "", "register_pillow_parse"], [57, 1, 1, "", "register_pillow_transform"]], "imgutils.preprocess.torchvision": [[58, 1, 1, "", "create_torchvision_transforms"], [58, 1, 1, "", "parse_torchvision_transforms"], [58, 1, 1, "", "register_torchvision_parse"], [58, 1, 1, "", "register_torchvision_transform"]], "imgutils.preprocess.transformers": [[59, 3, 1, "", "NotProcessorTypeError"], [59, 1, 1, "", "convert_to_size_dict"], [59, 1, 1, "", "create_bit_transforms"], [59, 1, 1, "", "create_blip_transforms"], [59, 1, 1, "", "create_clip_transforms"], [59, 1, 1, "", "create_convnext_transforms"], [59, 1, 1, "", "create_mobilenetv2_transforms"], [59, 1, 1, "", "create_siglip_transforms"], [59, 1, 1, "", "create_transforms_from_bit_processor"], [59, 1, 1, "", "create_transforms_from_blip_processor"], [59, 1, 1, "", "create_transforms_from_clip_processor"], [59, 1, 1, "", "create_transforms_from_convnext_processor"], [59, 1, 1, "", "create_transforms_from_mobilenetv2_processor"], [59, 1, 1, "", "create_transforms_from_siglip_processor"], [59, 1, 1, "", "create_transforms_from_transformers"], [59, 1, 1, "", "create_transforms_from_vit_processor"], [59, 1, 1, "", "create_vit_transforms"], [59, 1, 1, "", "get_size_dict"], [59, 1, 1, "", "is_valid_size_dict"], [59, 1, 1, "", "register_creators_for_transformers"]], "imgutils.resource": [[60, 0, 0, "-", "background"]], "imgutils.resource.background": [[60, 3, 1, "", "BackgroundImageSet"], [60, 1, 1, "", "get_bg_image"], [60, 1, 1, "", "get_bg_image_file"], [60, 1, 1, "", "list_bg_image_files"], [60, 1, 1, "", "random_bg_image"], [60, 1, 1, "", "random_bg_image_file"]], "imgutils.resource.background.BackgroundImageSet": [[60, 4, 1, "", "__init__"], [60, 4, 1, "", "get_image"], [60, 4, 1, "", "get_image_file"], [60, 4, 1, "", "list_image_files"], [60, 4, 1, "", "random_image"], [60, 4, 1, "", "random_image_file"]], "imgutils.restore": [[62, 0, 0, "-", "adversarial"], [64, 0, 0, "-", "nafnet"], [65, 0, 0, "-", "scunet"]], "imgutils.restore.adversarial": [[62, 1, 1, "", "remove_adversarial_noise"]], "imgutils.restore.nafnet": [[64, 1, 1, "", "restore_with_nafnet"]], "imgutils.restore.scunet": [[65, 1, 1, "", "restore_with_scunet"]], "imgutils.sd": [[67, 0, 0, "-", "metadata"], [68, 0, 0, "-", "model"], [69, 0, 0, "-", "nai"]], "imgutils.sd.metadata": [[67, 3, 1, "", "SDMetaData"], [67, 1, 1, "", "get_sdmeta_from_image"], [67, 1, 1, "", "parse_sdmeta_from_text"], [67, 1, 1, "", "save_image_with_sdmeta"]], "imgutils.sd.metadata.SDMetaData": [[67, 4, 1, "", "__str__"], [67, 5, 1, "", "pnginfo"], [67, 5, 1, "", "text"]], "imgutils.sd.model": [[68, 1, 1, "", "read_metadata"], [68, 1, 1, "", "save_with_metadata"]], "imgutils.sd.nai": [[69, 3, 1, "", "NAIMetaData"], [69, 3, 1, "", "NAIMetadata"], [69, 1, 1, "", "add_naimeta_to_image"], [69, 1, 1, "", "get_naimeta_from_image"], [69, 1, 1, "", "save_image_with_naimeta"]], "imgutils.sd.nai.NAIMetaData": [[69, 4, 1, "", "__init__"], [69, 5, 1, "", "pnginfo"]], "imgutils.segment": [[71, 0, 0, "-", "isnetis"]], "imgutils.segment.isnetis": [[71, 1, 1, "", "get_isnetis_mask"], [71, 1, 1, "", "segment_rgba_with_isnetis"], [71, 1, 1, "", "segment_with_isnetis"]], "imgutils.tagging": [[72, 0, 0, "-", "blacklist"], [73, 0, 0, "-", "character"], [74, 0, 0, "-", "deepdanbooru"], [75, 0, 0, "-", "deepgelbooru"], [76, 0, 0, "-", "format"], [78, 0, 0, "-", "match"], [79, 0, 0, "-", "mldanbooru"], [80, 0, 0, "-", "order"], [81, 0, 0, "-", "overlap"], [82, 0, 0, "-", "wd14"]], "imgutils.tagging.blacklist": [[72, 1, 1, "", "drop_blacklisted_tags"], [72, 1, 1, "", "is_blacklisted"]], "imgutils.tagging.character": [[73, 2, 1, "", "CHAR_PREFIXES"], [73, 2, 1, "", "CHAR_SUFFIXES"], [73, 2, 1, "", "CHAR_WHITELIST_PREFIX"], [73, 2, 1, "", "CHAR_WHITELIST_SUFFIX"], [73, 2, 1, "", "CHAR_WHITELIST_WORD"], [73, 3, 1, "", "CharacterTagPool"], [73, 1, 1, "", "drop_basic_character_tags"], [73, 1, 1, "", "is_basic_character_tag"]], "imgutils.tagging.character.CharacterTagPool": [[73, 4, 1, "", "__init__"], [73, 4, 1, "", "drop_basic_character_tags"], [73, 4, 1, "", "is_basic_character_tag"]], "imgutils.tagging.deepdanbooru": [[74, 1, 1, "", "get_deepdanbooru_tags"]], "imgutils.tagging.deepgelbooru": [[75, 1, 1, "", "get_deepgelbooru_tags"]], "imgutils.tagging.format": [[76, 1, 1, "", "add_underline"], [76, 1, 1, "", "remove_underline"], [76, 1, 1, "", "tags_to_text"]], "imgutils.tagging.match": [[78, 1, 1, "", "tag_match_full"], [78, 1, 1, "", "tag_match_prefix"], [78, 1, 1, "", "tag_match_suffix"]], "imgutils.tagging.mldanbooru": [[79, 1, 1, "", "get_mldanbooru_tags"]], "imgutils.tagging.order": [[80, 1, 1, "", "sort_tags"]], "imgutils.tagging.overlap": [[81, 1, 1, "", "drop_overlap_tags"]], "imgutils.tagging.wd14": [[82, 1, 1, "", "convert_wd14_emb_to_prediction"], [82, 1, 1, "", "denormalize_wd14_emb"], [82, 1, 1, "", "get_wd14_tags"]], "imgutils.upscale": [[83, 0, 0, "-", "cdc"]], "imgutils.upscale.cdc": [[83, 1, 1, "", "upscale_with_cdc"]], "imgutils.utils": [[85, 0, 0, "-", "cache"], [86, 0, 0, "-", "func"], [88, 0, 0, "-", "onnxruntime"]], "imgutils.utils.cache": [[85, 1, 1, "", "ts_lru_cache"]], "imgutils.utils.func": [[86, 1, 1, "", "sigmoid"]], "imgutils.utils.onnxruntime": [[88, 1, 1, "", "get_onnx_provider"], [88, 1, 1, "", "open_onnx_model"]], "imgutils.validate": [[89, 0, 0, "-", "aicheck"], [90, 0, 0, "-", "bangumi_char"], [91, 0, 0, "-", "classify"], [92, 0, 0, "-", "color"], [93, 0, 0, "-", "completeness"], [94, 0, 0, "-", "dbrating"], [95, 0, 0, "-", "furry"], [97, 0, 0, "-", "monochrome"], [98, 0, 0, "-", "nsfw"], [99, 0, 0, "-", "portrait"], [100, 0, 0, "-", "rating"], [101, 0, 0, "-", "real"], [102, 0, 0, "-", "safe"], [103, 0, 0, "-", "style_age"], [104, 0, 0, "-", "teen"], [105, 0, 0, "-", "truncate"]], "imgutils.validate.aicheck": [[89, 1, 1, "", "get_ai_created_score"], [89, 1, 1, "", "is_ai_created"]], "imgutils.validate.bangumi_char": [[90, 1, 1, "", "anime_bangumi_char"], [90, 1, 1, "", "anime_bangumi_char_score"]], "imgutils.validate.classify": [[91, 1, 1, "", "anime_classify"], [91, 1, 1, "", "anime_classify_score"]], "imgutils.validate.color": [[92, 1, 1, "", "is_greyscale"]], "imgutils.validate.completeness": [[93, 1, 1, "", "anime_completeness"], [93, 1, 1, "", "anime_completeness_score"]], "imgutils.validate.dbrating": [[94, 1, 1, "", "anime_dbrating"], [94, 1, 1, "", "anime_dbrating_score"]], "imgutils.validate.furry": [[95, 1, 1, "", "anime_furry"], [95, 1, 1, "", "anime_furry_score"]], "imgutils.validate.monochrome": [[97, 1, 1, "", "get_monochrome_score"], [97, 1, 1, "", "is_monochrome"]], "imgutils.validate.nsfw": [[98, 1, 1, "", "nsfw_pred"], [98, 1, 1, "", "nsfw_pred_score"]], "imgutils.validate.portrait": [[99, 1, 1, "", "anime_portrait"], [99, 1, 1, "", "anime_portrait_score"]], "imgutils.validate.rating": [[100, 1, 1, "", "anime_rating"], [100, 1, 1, "", "anime_rating_score"]], "imgutils.validate.real": [[101, 1, 1, "", "anime_real"], [101, 1, 1, "", "anime_real_score"]], "imgutils.validate.safe": [[102, 1, 1, "", "safe_check"], [102, 1, 1, "", "safe_check_score"]], "imgutils.validate.style_age": [[103, 1, 1, "", "anime_style_age"], [103, 1, 1, "", "anime_style_age_score"]], "imgutils.validate.teen": [[104, 1, 1, "", "anime_teen"], [104, 1, 1, "", "anime_teen_score"]], "imgutils.validate.truncate": [[105, 1, 1, "", "is_truncated_file"]]}, "objtypes": {"0": "py:module", "1": "py:function", "2": "py:data", "3": "py:class", "4": "py:method", "5": "py:property", "6": "py:enum", "7": "py:attribute"}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "function", "Python function"], "2": ["py", "data", "Python data"], "3": ["py", "class", "Python class"], "4": ["py", "method", "Python method"], "5": ["py", "property", "Python property"], "6": ["py", "enum", "Python enum"], "7": ["py", "attribute", "Python attribute"]}, "titleterms": {"imgutil": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106], "ascii": [0, 1], "draw": 0, "ascii_draw": 0, "config": [2, 3], "meta": 3, "__title__": 3, "__version__": 3, "__description__": 3, "__author__": 3, "__author_email__": 3, "data": [4, 5, 6, 7, 8, 9, 10, 11], "background": [4, 60], "grid_background": 4, "grid_transpar": 4, "blob": 5, "to_blob_url": 5, "load_image_from_blob_url": 5, "is_valid_image_blob_url": 5, "decod": 6, "rgb_decod": 6, "encod": 7, "rgb_encod": 7, "imag": 8, "load_imag": 8, "has_alpha_channel": 8, "layer": 10, "istack": 10, "url": 11, "download_image_from_url": 11, "is_http_url": 11, "detect": [12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24], "booru_yolo": 12, "model": [12, 68], "label": 12, "descript": 12, "avail": 12, "pp": 12, "seri": 12, "AS": 12, "aa": 12, "detect_with_booru_yolo": 12, "censor": 13, "detect_censor": 13, "ey": 14, "detect_ey": 14, "face": 15, "detect_fac": 15, "halfbodi": 16, "detect_halfbodi": 16, "hand": 17, "detect_hand": 17, "head": 18, "detect_head": 18, "nudenet": 20, "detect_with_nudenet": 20, "person": 21, "detect_person": 21, "similar": 22, "calculate_i": 22, "bboxes_similar": 22, "detection_similar": 22, "text": 23, "detect_text": 23, "visual": [24, 54], "detection_visu": 24, "edg": [25, 26, 27, 28], "canni": 25, "get_edge_by_canni": 25, "edge_image_with_canni": 25, "lineart": 27, "get_edge_by_lineart": 27, "edge_image_with_lineart": 27, "lineart_anim": 28, "get_edge_by_lineart_anim": 28, "edge_image_with_lineart_anim": 28, "gener": [29, 30, 31, 32, 33, 34], "classifi": [29, 91], "classifymodel": 29, "classify_predict_scor": 29, "classify_predict": 29, "classify_predict_fmt": 29, "clip": 30, "clipmodel": 30, "clip_image_encod": 30, "clip_text_encod": 30, "clip_predict": 30, "enhanc": 31, "imageenhanc": 31, "siglip": 33, "siglipmodel": 33, "siglip_image_encod": 33, "siglip_text_encod": 33, "siglip_predict": 33, "yolo": 34, "yolomodel": 34, "yolo_predict": 34, "metadata": [35, 36, 37, 67], "geninfo": 35, "read_geninfo_paramet": 35, "read_geninfo_exif": 35, "read_geninfo_gif": 35, "write_geninfo_paramet": 35, "write_geninfo_exif": 35, "write_geninfo_gif": 35, "lsb": 37, "read_lsb_raw_byt": 37, "read_lsb_metadata": 37, "write_lsb_raw_byt": 37, "write_lsb_metadata": 37, "lsbreaderror": 37, "lsbextractor": 37, "imagelsbdataextractor": 37, "serialize_pnginfo": 37, "serialize_json": 37, "inject_data": 37, "metric": [38, 39, 40, 41, 42, 43, 44], "aesthet": 38, "get_aesthetic_scor": 38, "ccip": 39, "ccip_extract_featur": 39, "ccip_batch_extract_featur": 39, "ccip_default_threshold": 39, "ccip_differ": 39, "ccip_sam": 39, "ccip_batch_differ": 39, "ccip_batch_sam": 39, "ccip_default_clustering_param": 39, "ccip_clust": 39, "ccip_merg": 39, "dbaesthet": 40, "anime_dbaesthet": 40, "laplacian": 42, "laplacian_scor": 42, "lpip": 43, "lpips_extract_featur": 43, "lpips_differ": 43, "lpips_clust": 43, "psnr_": 44, "psnr": 44, "ocr": 45, "detect_text_with_ocr": 45, "list_det_model": 45, "list_rec_model": 45, "oper": [46, 47, 48, 49, 50], "align": 46, "align_maxs": 46, "censor_": 47, "censor_area": 47, "censor_nsfw": 47, "basecensor": 47, "colorcensor": 47, "blurcensor": 47, "pixelatecensor": 47, "register_censor_method": 47, "imgcensor": 48, "imagebasedcensor": 48, "emojibasedcensor": 48, "singleimag": 48, "squeez": 50, "squeeze_with_transpar": 50, "pose": [51, 52, 53, 54], "dwpose": 51, "dwpose_estim": 51, "format": [52, 76], "op18keypointset": 52, "openpose18": 52, "op18_body_max": 52, "op18_body_min": 52, "op18_face_max": 52, "op18_face_min": 52, "op18_left_foot_max": 52, "op18_left_foot_min": 52, "op18_left_hand_max": 52, "op18_left_hand_min": 52, "op18_right_foot_max": 52, "op18_right_foot_min": 52, "op18_right_hand_max": 52, "op18_right_hand_min": 52, "op18_visu": 54, "preprocess": [55, 56, 57, 58, 59], "base": 55, "notparsetarget": 55, "pillow": 57, "register_pillow_transform": 57, "register_pillow_pars": 57, "create_pillow_transform": 57, "parse_pillow_transform": 57, "torchvis": 58, "register_torchvision_transform": 58, "register_torchvision_pars": 58, "create_torchvision_transform": 58, "parse_torchvision_transform": 58, "transform": 59, "register_creators_for_transform": 59, "notprocessortypeerror": 59, "create_transforms_from_transform": 59, "is_valid_size_dict": 59, "convert_to_size_dict": 59, "get_size_dict": 59, "create_clip_transform": 59, "create_transforms_from_clip_processor": 59, "create_convnext_transform": 59, "create_transforms_from_convnext_processor": 59, "create_vit_transform": 59, "create_transforms_from_vit_processor": 59, "create_siglip_transform": 59, "create_transforms_from_siglip_processor": 59, "create_bit_transform": 59, "create_transforms_from_bit_processor": 59, "create_blip_transform": 59, "create_transforms_from_blip_processor": 59, "create_mobilenetv2_transform": 59, "create_transforms_from_mobilenetv2_processor": 59, "resourc": [60, 61], "backgroundimageset": 60, "list_bg_image_fil": 60, "get_bg_image_fil": 60, "get_bg_imag": 60, "random_bg_image_fil": 60, "random_bg_imag": 60, "restor": [62, 63, 64, 65], "adversari": 62, "remove_adversarial_nois": 62, "nafnet": 64, "restore_with_nafnet": 64, "scunet": 65, "restore_with_scunet": 65, "sd": [66, 67, 68, 69], "sdmetadata": 67, "parse_sdmeta_from_text": 67, "get_sdmeta_from_imag": 67, "save_image_with_sdmeta": 67, "read_metadata": 68, "save_with_metadata": 68, "nai": 69, "naimetadata": 69, "get_naimeta_from_imag": 69, "add_naimeta_to_imag": 69, "save_image_with_naimeta": 69, "segment": [70, 71], "isneti": 71, "get_isnetis_mask": 71, "segment_with_isneti": 71, "segment_rgba_with_isneti": 71, "tag": [72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82], "blacklist": 72, "is_blacklist": 72, "drop_blacklisted_tag": 72, "charact": 73, "char_whitelist_suffix": 73, "char_whitelist_prefix": 73, "char_whitelist_word": 73, "char_suffix": 73, "char_prefix": 73, "charactertagpool": 73, "is_basic_character_tag": 73, "drop_basic_character_tag": 73, "deepdanbooru": 74, "get_deepdanbooru_tag": 74, "deepgelbooru": 75, "get_deepgelbooru_tag": 75, "add_underlin": 76, "remove_underlin": 76, "tags_to_text": 76, "match": 78, "tag_match_suffix": 78, "tag_match_prefix": 78, "tag_match_ful": 78, "mldanbooru": 79, "get_mldanbooru_tag": 79, "order": 80, "sort_tag": 80, "overlap": 81, "drop_overlap_tag": 81, "wd14": 82, "get_wd14_tag": 82, "convert_wd14_emb_to_predict": 82, "denormalize_wd14_emb": 82, "upscal": [83, 84], "cdc": 83, "upscale_with_cdc": 83, "util": [85, 86, 87, 88], "cach": 85, "ts_lru_cach": 85, "func": 86, "sigmoid": 86, "onnxruntim": 88, "get_onnx_provid": 88, "open_onnx_model": 88, "valid": [89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105], "aicheck": 89, "get_ai_created_scor": 89, "is_ai_cr": 89, "bangumi_char": 90, "anime_bangumi_char_scor": 90, "anime_bangumi_char": 90, "anime_classify_scor": 91, "anime_classifi": 91, "color": 92, "is_greyscal": 92, "complet": 93, "anime_completeness_scor": 93, "anime_complet": 93, "dbrate": 94, "anime_dbrating_scor": 94, "anime_dbr": 94, "furri": 95, "anime_furry_scor": 95, "anime_furri": 95, "monochrom": 97, "get_monochrome_scor": 97, "is_monochrom": 97, "nsfw": 98, "nsfw_pred_scor": 98, "nsfw_pred": 98, "portrait": 99, "anime_portrait_scor": 99, "anime_portrait": 99, "rate": 100, "anime_rating_scor": 100, "anime_r": [100, 101], "real": 101, "anime_real_scor": 101, "safe": 102, "safe_check_scor": 102, "safe_check": 102, "style_ag": 103, "anime_style_age_scor": 103, "anime_style_ag": 103, "teen": 104, "anime_teen_scor": 104, "anime_teen": 104, "truncat": 105, "is_truncated_fil": 105, "welcom": 106, "": 106, "document": 106, "overview": 106, "tutori": 106, "inform": [106, 107, 108], "api": 106, "run": [107, 108], "environ": [107, 108], "instal": 109, "quick": 110, "start": 110}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.viewcode": 1, "sphinx.ext.todo": 2, "nbsphinx": 4, "sphinx": 58}, "alltitles": {"imgutils.ascii.drawing": [[0, "module-imgutils.ascii.drawing"]], "ascii_drawing": [[0, "ascii-drawing"]], "imgutils.ascii": [[1, "module-imgutils.ascii"]], "imgutils.config": [[2, "module-imgutils.config"]], "imgutils.config.meta": [[3, "module-imgutils.config.meta"]], "__TITLE__": [[3, "title"]], "__VERSION__": [[3, "version"]], "__DESCRIPTION__": [[3, "description"]], "__AUTHOR__": [[3, "author"]], "__AUTHOR_EMAIL__": [[3, "author-email"]], "imgutils.data.background": [[4, "module-imgutils.data.background"]], "grid_background": [[4, "grid-background"]], "grid_transparent": [[4, "grid-transparent"]], "imgutils.data.blob": [[5, "module-imgutils.data.blob"]], "to_blob_url": [[5, "to-blob-url"]], "load_image_from_blob_url": [[5, "load-image-from-blob-url"]], "is_valid_image_blob_url": [[5, "is-valid-image-blob-url"]], "imgutils.data.decode": [[6, "module-imgutils.data.decode"]], "rgb_decode": [[6, "rgb-decode"]], "imgutils.data.encode": [[7, "module-imgutils.data.encode"]], "rgb_encode": [[7, "rgb-encode"]], "imgutils.data.image": [[8, "module-imgutils.data.image"]], "load_image": [[8, "load-image"]], "load_images": [[8, "load-images"]], "has_alpha_channel": [[8, "has-alpha-channel"]], "imgutils.data": [[9, "module-imgutils.data"]], "imgutils.data.layer": [[10, "module-imgutils.data.layer"]], "istack": [[10, "istack"]], "imgutils.data.url": [[11, "module-imgutils.data.url"]], "download_image_from_url": [[11, "download-image-from-url"]], "is_http_url": [[11, "is-http-url"]], "imgutils.detect.booru_yolo": [[12, "module-imgutils.detect.booru_yolo"]], "Model Labels and Descriptions": [[12, "id1"]], "Available Models (PP Series)": [[12, "id2"]], "Available Models (AS Series)": [[12, "id3"]], "Available Models (AA Series)": [[12, "id4"]], "detect_with_booru_yolo": [[12, "detect-with-booru-yolo"]], "imgutils.detect.censor": [[13, "module-imgutils.detect.censor"]], "detect_censors": [[13, "detect-censors"]], "imgutils.detect.eye": [[14, "module-imgutils.detect.eye"]], "detect_eyes": [[14, "detect-eyes"]], "imgutils.detect.face": [[15, "module-imgutils.detect.face"]], "detect_faces": [[15, "detect-faces"]], "imgutils.detect.halfbody": [[16, "module-imgutils.detect.halfbody"]], "detect_halfbody": [[16, "detect-halfbody"]], "imgutils.detect.hand": [[17, "module-imgutils.detect.hand"]], "detect_hands": [[17, "detect-hands"]], "imgutils.detect.head": [[18, "module-imgutils.detect.head"]], "detect_heads": [[18, "detect-heads"]], "imgutils.detect": [[19, "module-imgutils.detect"]], "imgutils.detect.nudenet": [[20, "module-imgutils.detect.nudenet"]], "detect_with_nudenet": [[20, "detect-with-nudenet"]], "imgutils.detect.person": [[21, "module-imgutils.detect.person"]], "detect_person": [[21, "detect-person"]], "imgutils.detect.similarity": [[22, "module-imgutils.detect.similarity"]], "calculate_iou": [[22, "calculate-iou"]], "bboxes_similarity": [[22, "bboxes-similarity"]], "detection_similarity": [[22, "detection-similarity"]], "imgutils.detect.text": [[23, "module-imgutils.detect.text"]], "detect_text": [[23, "detect-text"]], "imgutils.detect.visual": [[24, "module-imgutils.detect.visual"]], "detection_visualize": [[24, "detection-visualize"]], "imgutils.edge.canny": [[25, "module-imgutils.edge.canny"]], "get_edge_by_canny": [[25, "get-edge-by-canny"]], "edge_image_with_canny": [[25, "edge-image-with-canny"]], "imgutils.edge": [[26, "module-imgutils.edge"]], "imgutils.edge.lineart": [[27, "module-imgutils.edge.lineart"]], "get_edge_by_lineart": [[27, "get-edge-by-lineart"]], "edge_image_with_lineart": [[27, "edge-image-with-lineart"]], "imgutils.edge.lineart_anime": [[28, "module-imgutils.edge.lineart_anime"]], "get_edge_by_lineart_anime": [[28, "get-edge-by-lineart-anime"]], "edge_image_with_lineart_anime": [[28, "edge-image-with-lineart-anime"]], "imgutils.generic.classify": [[29, "module-imgutils.generic.classify"]], "ClassifyModel": [[29, "classifymodel"]], "classify_predict_score": [[29, "classify-predict-score"]], "classify_predict": [[29, "classify-predict"]], "classify_predict_fmt": [[29, "classify-predict-fmt"]], "imgutils.generic.clip": [[30, "module-imgutils.generic.clip"]], "CLIPModel": [[30, "clipmodel"]], "clip_image_encode": [[30, "clip-image-encode"]], "clip_text_encode": [[30, "clip-text-encode"]], "clip_predict": [[30, "clip-predict"]], "imgutils.generic.enhance": [[31, "module-imgutils.generic.enhance"]], "ImageEnhancer": [[31, "imageenhancer"]], "imgutils.generic": [[32, "module-imgutils.generic"]], "imgutils.generic.siglip": [[33, "module-imgutils.generic.siglip"]], "SigLIPModel": [[33, "siglipmodel"]], "siglip_image_encode": [[33, "siglip-image-encode"]], "siglip_text_encode": [[33, "siglip-text-encode"]], "siglip_predict": [[33, "siglip-predict"]], "imgutils.generic.yolo": [[34, "module-imgutils.generic.yolo"]], "YOLOModel": [[34, "yolomodel"]], "yolo_predict": [[34, "yolo-predict"]], "imgutils.metadata.geninfo": [[35, "module-imgutils.metadata.geninfo"]], "read_geninfo_parameters": [[35, "read-geninfo-parameters"]], "read_geninfo_exif": [[35, "read-geninfo-exif"]], "read_geninfo_gif": [[35, "read-geninfo-gif"]], "write_geninfo_parameters": [[35, "write-geninfo-parameters"]], "write_geninfo_exif": [[35, "write-geninfo-exif"]], "write_geninfo_gif": [[35, "write-geninfo-gif"]], "imgutils.metadata": [[36, "module-imgutils.metadata"]], "imgutils.metadata.lsb": [[37, "module-imgutils.metadata.lsb"]], "read_lsb_raw_bytes": [[37, "read-lsb-raw-bytes"]], "read_lsb_metadata": [[37, "read-lsb-metadata"]], "write_lsb_raw_bytes": [[37, "write-lsb-raw-bytes"]], "write_lsb_metadata": [[37, "write-lsb-metadata"]], "LSBReadError": [[37, "lsbreaderror"]], "LSBExtractor": [[37, "lsbextractor"]], "ImageLsbDataExtractor": [[37, "imagelsbdataextractor"]], "serialize_pnginfo": [[37, "serialize-pnginfo"]], "serialize_json": [[37, "serialize-json"]], "inject_data": [[37, "inject-data"]], "imgutils.metrics.aesthetic": [[38, "module-imgutils.metrics.aesthetic"]], "get_aesthetic_score": [[38, "get-aesthetic-score"]], "imgutils.metrics.ccip": [[39, "module-imgutils.metrics.ccip"]], "ccip_extract_feature": [[39, "ccip-extract-feature"]], "ccip_batch_extract_features": [[39, "ccip-batch-extract-features"]], "ccip_default_threshold": [[39, "ccip-default-threshold"]], "ccip_difference": [[39, "ccip-difference"]], "ccip_same": [[39, "ccip-same"]], "ccip_batch_differences": [[39, "ccip-batch-differences"]], "ccip_batch_same": [[39, "ccip-batch-same"]], "ccip_default_clustering_params": [[39, "ccip-default-clustering-params"]], "ccip_clustering": [[39, "ccip-clustering"]], "ccip_merge": [[39, "ccip-merge"]], "imgutils.metrics.dbaesthetic": [[40, "module-imgutils.metrics.dbaesthetic"]], "anime_dbaesthetic": [[40, "anime-dbaesthetic"]], "imgutils.metrics": [[41, "module-imgutils.metrics"]], "imgutils.metrics.laplacian": [[42, "module-imgutils.metrics.laplacian"]], "laplacian_score": [[42, "laplacian-score"]], "imgutils.metrics.lpips": [[43, "module-imgutils.metrics.lpips"]], "lpips_extract_feature": [[43, "lpips-extract-feature"]], "lpips_difference": [[43, "lpips-difference"]], "lpips_clustering": [[43, "lpips-clustering"]], "imgutils.metrics.psnr_": [[44, "module-imgutils.metrics.psnr_"]], "psnr": [[44, "id1"]], "imgutils.ocr": [[45, "module-imgutils.ocr"]], "detect_text_with_ocr": [[45, "detect-text-with-ocr"]], "ocr": [[45, "ocr"]], "list_det_models": [[45, "list-det-models"]], "list_rec_models": [[45, "list-rec-models"]], "imgutils.operate.align": [[46, "module-imgutils.operate.align"]], "align_maxsize": [[46, "align-maxsize"]], "imgutils.operate.censor_": [[47, "module-imgutils.operate.censor_"]], "censor_areas": [[47, "censor-areas"]], "censor_nsfw": [[47, "censor-nsfw"]], "BaseCensor": [[47, "basecensor"]], "ColorCensor": [[47, "colorcensor"]], "BlurCensor": [[47, "blurcensor"]], "PixelateCensor": [[47, "pixelatecensor"]], "register_censor_method": [[47, "register-censor-method"]], "imgutils.operate.imgcensor": [[48, "module-imgutils.operate.imgcensor"]], "ImageBasedCensor": [[48, "imagebasedcensor"]], "EmojiBasedCensor": [[48, "emojibasedcensor"]], "SingleImage": [[48, "singleimage"]], "imgutils.operate": [[49, "module-imgutils.operate"]], "imgutils.operate.squeeze": [[50, "module-imgutils.operate.squeeze"]], "squeeze": [[50, "squeeze"]], "squeeze_with_transparency": [[50, "squeeze-with-transparency"]], "imgutils.pose.dwpose": [[51, "module-imgutils.pose.dwpose"]], "dwpose_estimate": [[51, "dwpose-estimate"]], "imgutils.pose.format": [[52, "module-imgutils.pose.format"]], "OP18KeyPointSet": [[52, "op18keypointset"]], "OpenPose18": [[52, "openpose18"]], "OP18_BODY_MAX": [[52, "op18-body-max"]], "OP18_BODY_MIN": [[52, "op18-body-min"]], "OP18_FACE_MAX": [[52, "op18-face-max"]], "OP18_FACE_MIN": [[52, "op18-face-min"]], "OP18_LEFT_FOOT_MAX": [[52, "op18-left-foot-max"]], "OP18_LEFT_FOOT_MIN": [[52, "op18-left-foot-min"]], "OP18_LEFT_HAND_MAX": [[52, "op18-left-hand-max"]], "OP18_LEFT_HAND_MIN": [[52, "op18-left-hand-min"]], "OP18_RIGHT_FOOT_MAX": [[52, "op18-right-foot-max"]], "OP18_RIGHT_FOOT_MIN": [[52, "op18-right-foot-min"]], "OP18_RIGHT_HAND_MAX": [[52, "op18-right-hand-max"]], "OP18_RIGHT_HAND_MIN": [[52, "op18-right-hand-min"]], "imgutils.pose": [[53, "module-imgutils.pose"]], "imgutils.pose.visual": [[54, "module-imgutils.pose.visual"]], "op18_visualize": [[54, "op18-visualize"]], "imgutils.preprocess.base": [[55, "module-imgutils.preprocess.base"]], "NotParseTarget": [[55, "notparsetarget"]], "imgutils.preprocess": [[56, "module-imgutils.preprocess"]], "imgutils.preprocess.pillow": [[57, "module-imgutils.preprocess.pillow"]], "register_pillow_transform": [[57, "register-pillow-transform"]], "register_pillow_parse": [[57, "register-pillow-parse"]], "create_pillow_transforms": [[57, "create-pillow-transforms"]], "parse_pillow_transforms": [[57, "parse-pillow-transforms"]], "imgutils.preprocess.torchvision": [[58, "module-imgutils.preprocess.torchvision"]], "register_torchvision_transform": [[58, "register-torchvision-transform"]], "register_torchvision_parse": [[58, "register-torchvision-parse"]], "create_torchvision_transforms": [[58, "create-torchvision-transforms"]], "parse_torchvision_transforms": [[58, "parse-torchvision-transforms"]], "imgutils.preprocess.transformers": [[59, "module-imgutils.preprocess.transformers"]], "register_creators_for_transformers": [[59, "register-creators-for-transformers"]], "NotProcessorTypeError": [[59, "notprocessortypeerror"]], "create_transforms_from_transformers": [[59, "create-transforms-from-transformers"]], "is_valid_size_dict": [[59, "is-valid-size-dict"]], "convert_to_size_dict": [[59, "convert-to-size-dict"]], "get_size_dict": [[59, "get-size-dict"]], "create_clip_transforms": [[59, "create-clip-transforms"]], "create_transforms_from_clip_processor": [[59, "create-transforms-from-clip-processor"]], "create_convnext_transforms": [[59, "create-convnext-transforms"]], "create_transforms_from_convnext_processor": [[59, "create-transforms-from-convnext-processor"]], "create_vit_transforms": [[59, "create-vit-transforms"]], "create_transforms_from_vit_processor": [[59, "create-transforms-from-vit-processor"]], "create_siglip_transforms": [[59, "create-siglip-transforms"]], "create_transforms_from_siglip_processor": [[59, "create-transforms-from-siglip-processor"]], "create_bit_transforms": [[59, "create-bit-transforms"]], "create_transforms_from_bit_processor": [[59, "create-transforms-from-bit-processor"]], "create_blip_transforms": [[59, "create-blip-transforms"]], "create_transforms_from_blip_processor": [[59, "create-transforms-from-blip-processor"]], "create_mobilenetv2_transforms": [[59, "create-mobilenetv2-transforms"]], "create_transforms_from_mobilenetv2_processor": [[59, "create-transforms-from-mobilenetv2-processor"]], "imgutils.resource.background": [[60, "module-imgutils.resource.background"]], "BackgroundImageSet": [[60, "backgroundimageset"]], "list_bg_image_files": [[60, "list-bg-image-files"]], "get_bg_image_file": [[60, "get-bg-image-file"]], "get_bg_image": [[60, "get-bg-image"]], "random_bg_image_file": [[60, "random-bg-image-file"]], "random_bg_image": [[60, "random-bg-image"]], "imgutils.resource": [[61, "module-imgutils.resource"]], "imgutils.restore.adversarial": [[62, "module-imgutils.restore.adversarial"]], "remove_adversarial_noise": [[62, "remove-adversarial-noise"]], "imgutils.restore": [[63, "module-imgutils.restore"]], "imgutils.restore.nafnet": [[64, "module-imgutils.restore.nafnet"]], "restore_with_nafnet": [[64, "restore-with-nafnet"]], "imgutils.restore.scunet": [[65, "module-imgutils.restore.scunet"]], "restore_with_scunet": [[65, "restore-with-scunet"]], "imgutils.sd": [[66, "module-imgutils.sd"]], "imgutils.sd.metadata": [[67, "module-imgutils.sd.metadata"]], "SDMetaData": [[67, "sdmetadata"]], "parse_sdmeta_from_text": [[67, "parse-sdmeta-from-text"]], "get_sdmeta_from_image": [[67, "get-sdmeta-from-image"]], "save_image_with_sdmeta": [[67, "save-image-with-sdmeta"]], "imgutils.sd.model": [[68, "module-imgutils.sd.model"]], "read_metadata": [[68, "read-metadata"]], "save_with_metadata": [[68, "save-with-metadata"]], "imgutils.sd.nai": [[69, "module-imgutils.sd.nai"]], "NAIMetaData": [[69, "naimetadata"]], "NAIMetadata": [[69, "id1"]], "get_naimeta_from_image": [[69, "get-naimeta-from-image"]], "add_naimeta_to_image": [[69, "add-naimeta-to-image"]], "save_image_with_naimeta": [[69, "save-image-with-naimeta"]], "imgutils.segment": [[70, "module-imgutils.segment"]], "imgutils.segment.isnetis": [[71, "module-imgutils.segment.isnetis"]], "get_isnetis_mask": [[71, "get-isnetis-mask"]], "segment_with_isnetis": [[71, "segment-with-isnetis"]], "segment_rgba_with_isnetis": [[71, "segment-rgba-with-isnetis"]], "imgutils.tagging.blacklist": [[72, "module-imgutils.tagging.blacklist"]], "is_blacklisted": [[72, "is-blacklisted"]], "drop_blacklisted_tags": [[72, "drop-blacklisted-tags"]], "imgutils.tagging.character": [[73, "module-imgutils.tagging.character"]], "CHAR_WHITELIST_SUFFIX": [[73, "char-whitelist-suffix"]], "CHAR_WHITELIST_PREFIX": [[73, "char-whitelist-prefix"]], "CHAR_WHITELIST_WORD": [[73, "char-whitelist-word"]], "CHAR_SUFFIXES": [[73, "char-suffixes"]], "CHAR_PREFIXES": [[73, "char-prefixes"]], "CharacterTagPool": [[73, "charactertagpool"]], "is_basic_character_tag": [[73, "is-basic-character-tag"]], "drop_basic_character_tags": [[73, "drop-basic-character-tags"]], "imgutils.tagging.deepdanbooru": [[74, "module-imgutils.tagging.deepdanbooru"]], "get_deepdanbooru_tags": [[74, "get-deepdanbooru-tags"]], "imgutils.tagging.deepgelbooru": [[75, "module-imgutils.tagging.deepgelbooru"]], "get_deepgelbooru_tags": [[75, "get-deepgelbooru-tags"]], "imgutils.tagging.format": [[76, "module-imgutils.tagging.format"]], "add_underline": [[76, "add-underline"]], "remove_underline": [[76, "remove-underline"]], "tags_to_text": [[76, "tags-to-text"]], "imgutils.tagging": [[77, "module-imgutils.tagging"]], "imgutils.tagging.match": [[78, "module-imgutils.tagging.match"]], "tag_match_suffix": [[78, "tag-match-suffix"]], "tag_match_prefix": [[78, "tag-match-prefix"]], "tag_match_full": [[78, "tag-match-full"]], "imgutils.tagging.mldanbooru": [[79, "module-imgutils.tagging.mldanbooru"]], "get_mldanbooru_tags": [[79, "get-mldanbooru-tags"]], "imgutils.tagging.order": [[80, "module-imgutils.tagging.order"]], "sort_tags": [[80, "sort-tags"]], "imgutils.tagging.overlap": [[81, "module-imgutils.tagging.overlap"]], "drop_overlap_tags": [[81, "drop-overlap-tags"]], "imgutils.tagging.wd14": [[82, "module-imgutils.tagging.wd14"]], "get_wd14_tags": [[82, "get-wd14-tags"]], "convert_wd14_emb_to_prediction": [[82, "convert-wd14-emb-to-prediction"]], "denormalize_wd14_emb": [[82, "denormalize-wd14-emb"]], "imgutils.upscale.cdc": [[83, "module-imgutils.upscale.cdc"]], "upscale_with_cdc": [[83, "upscale-with-cdc"]], "imgutils.upscale": [[84, "module-imgutils.upscale"]], "imgutils.utils.cache": [[85, "module-imgutils.utils.cache"]], "ts_lru_cache": [[85, "ts-lru-cache"]], "imgutils.utils.func": [[86, "module-imgutils.utils.func"]], "sigmoid": [[86, "sigmoid"]], "imgutils.utils": [[87, "module-imgutils.utils"]], "imgutils.utils.onnxruntime": [[88, "module-imgutils.utils.onnxruntime"]], "get_onnx_provider": [[88, "get-onnx-provider"]], "open_onnx_model": [[88, "open-onnx-model"]], "imgutils.validate.aicheck": [[89, "module-imgutils.validate.aicheck"]], "get_ai_created_score": [[89, "get-ai-created-score"]], "is_ai_created": [[89, "is-ai-created"]], "imgutils.validate.bangumi_char": [[90, "module-imgutils.validate.bangumi_char"]], "anime_bangumi_char_score": [[90, "anime-bangumi-char-score"]], "anime_bangumi_char": [[90, "anime-bangumi-char"]], "imgutils.validate.classify": [[91, "module-imgutils.validate.classify"]], "anime_classify_score": [[91, "anime-classify-score"]], "anime_classify": [[91, "anime-classify"]], "imgutils.validate.color": [[92, "module-imgutils.validate.color"]], "is_greyscale": [[92, "is-greyscale"]], "imgutils.validate.completeness": [[93, "module-imgutils.validate.completeness"]], "anime_completeness_score": [[93, "anime-completeness-score"]], "anime_completeness": [[93, "anime-completeness"]], "imgutils.validate.dbrating": [[94, "module-imgutils.validate.dbrating"]], "anime_dbrating_score": [[94, "anime-dbrating-score"]], "anime_dbrating": [[94, "anime-dbrating"]], "imgutils.validate.furry": [[95, "module-imgutils.validate.furry"]], "anime_furry_score": [[95, "anime-furry-score"]], "anime_furry": [[95, "anime-furry"]], "imgutils.validate": [[96, "module-imgutils.validate"]], "imgutils.validate.monochrome": [[97, "module-imgutils.validate.monochrome"]], "get_monochrome_score": [[97, "get-monochrome-score"]], "is_monochrome": [[97, "is-monochrome"]], "imgutils.validate.nsfw": [[98, "module-imgutils.validate.nsfw"]], "nsfw_pred_score": [[98, "nsfw-pred-score"]], "nsfw_pred": [[98, "nsfw-pred"]], "imgutils.validate.portrait": [[99, "module-imgutils.validate.portrait"]], "anime_portrait_score": [[99, "anime-portrait-score"]], "anime_portrait": [[99, "anime-portrait"]], "imgutils.validate.rating": [[100, "module-imgutils.validate.rating"]], "anime_rating_score": [[100, "anime-rating-score"]], "anime_rating": [[100, "anime-rating"]], "imgutils.validate.real": [[101, "module-imgutils.validate.real"]], "anime_real_score": [[101, "anime-real-score"]], "anime_real": [[101, "anime-real"]], "imgutils.validate.safe": [[102, "module-imgutils.validate.safe"]], "safe_check_score": [[102, "safe-check-score"]], "safe_check": [[102, "safe-check"]], "imgutils.validate.style_age": [[103, "module-imgutils.validate.style_age"]], "anime_style_age_score": [[103, "anime-style-age-score"]], "anime_style_age": [[103, "anime-style-age"]], "imgutils.validate.teen": [[104, "module-imgutils.validate.teen"]], "anime_teen_score": [[104, "anime-teen-score"]], "anime_teen": [[104, "anime-teen"]], "imgutils.validate.truncate": [[105, "module-imgutils.validate.truncate"]], "is_truncated_file": [[105, "is-truncated-file"]], "Welcome to imgutils\u2019s Documentation": [[106, "welcome-to-imgutils-s-documentation"]], "Overview": [[106, "overview"]], "Tutorials": [[106, null]], "Information": [[106, null]], "API Documentation": [[106, null]], "Run Environment Information": [[107, "Run-Environment-Information"], [108, "Run-Environment-Information"]], "Installation": [[109, "installation"]], "Quick Start": [[110, "quick-start"]]}, "indexentries": {"ascii_drawing() (in module imgutils.ascii.drawing)": [[0, "imgutils.ascii.drawing.ascii_drawing"]], "imgutils.ascii.drawing": [[0, "module-imgutils.ascii.drawing"]], "module": [[0, "module-imgutils.ascii.drawing"], [1, "module-imgutils.ascii"], [2, "module-imgutils.config"], [3, "module-imgutils.config.meta"], [4, "module-imgutils.data.background"], [5, "module-imgutils.data.blob"], [6, "module-imgutils.data.decode"], [7, "module-imgutils.data.encode"], [8, "module-imgutils.data.image"], [9, "module-imgutils.data"], [10, "module-imgutils.data.layer"], [11, "module-imgutils.data.url"], [12, "module-imgutils.detect.booru_yolo"], [13, "module-imgutils.detect.censor"], [14, "module-imgutils.detect.eye"], [15, "module-imgutils.detect.face"], [16, "module-imgutils.detect.halfbody"], [17, "module-imgutils.detect.hand"], [18, "module-imgutils.detect.head"], [19, "module-imgutils.detect"], [20, "module-imgutils.detect.nudenet"], [21, "module-imgutils.detect.person"], [22, "module-imgutils.detect.similarity"], [23, "module-imgutils.detect.text"], [24, "module-imgutils.detect.visual"], [25, "module-imgutils.edge.canny"], [26, "module-imgutils.edge"], [27, "module-imgutils.edge.lineart"], [28, "module-imgutils.edge.lineart_anime"], [29, "module-imgutils.generic.classify"], [30, "module-imgutils.generic.clip"], [31, "module-imgutils.generic.enhance"], [32, "module-imgutils.generic"], [33, "module-imgutils.generic.siglip"], [34, "module-imgutils.generic.yolo"], [35, "module-imgutils.metadata.geninfo"], [36, "module-imgutils.metadata"], [37, "module-imgutils.metadata.lsb"], [38, "module-imgutils.metrics.aesthetic"], [39, "module-imgutils.metrics.ccip"], [40, "module-imgutils.metrics.dbaesthetic"], [41, "module-imgutils.metrics"], [42, "module-imgutils.metrics.laplacian"], [43, "module-imgutils.metrics.lpips"], [44, "module-imgutils.metrics.psnr_"], [45, "module-imgutils.ocr"], [46, "module-imgutils.operate.align"], [47, "module-imgutils.operate.censor_"], [48, "module-imgutils.operate.imgcensor"], [49, "module-imgutils.operate"], [50, "module-imgutils.operate.squeeze"], [51, "module-imgutils.pose.dwpose"], [52, "module-imgutils.pose.format"], [53, "module-imgutils.pose"], [54, "module-imgutils.pose.visual"], [55, "module-imgutils.preprocess.base"], [56, "module-imgutils.preprocess"], [57, "module-imgutils.preprocess.pillow"], [58, "module-imgutils.preprocess.torchvision"], [59, "module-imgutils.preprocess.transformers"], [60, "module-imgutils.resource.background"], [61, "module-imgutils.resource"], [62, "module-imgutils.restore.adversarial"], [63, "module-imgutils.restore"], [64, "module-imgutils.restore.nafnet"], [65, "module-imgutils.restore.scunet"], [66, "module-imgutils.sd"], [67, "module-imgutils.sd.metadata"], [68, "module-imgutils.sd.model"], [69, "module-imgutils.sd.nai"], [70, "module-imgutils.segment"], [71, "module-imgutils.segment.isnetis"], [72, "module-imgutils.tagging.blacklist"], [73, "module-imgutils.tagging.character"], [74, "module-imgutils.tagging.deepdanbooru"], [75, "module-imgutils.tagging.deepgelbooru"], [76, "module-imgutils.tagging.format"], [77, "module-imgutils.tagging"], [78, "module-imgutils.tagging.match"], [79, "module-imgutils.tagging.mldanbooru"], [80, "module-imgutils.tagging.order"], [81, "module-imgutils.tagging.overlap"], [82, "module-imgutils.tagging.wd14"], [83, "module-imgutils.upscale.cdc"], [84, "module-imgutils.upscale"], [85, "module-imgutils.utils.cache"], [86, "module-imgutils.utils.func"], [87, "module-imgutils.utils"], [88, "module-imgutils.utils.onnxruntime"], [89, "module-imgutils.validate.aicheck"], [90, "module-imgutils.validate.bangumi_char"], [91, "module-imgutils.validate.classify"], [92, "module-imgutils.validate.color"], [93, "module-imgutils.validate.completeness"], [94, "module-imgutils.validate.dbrating"], [95, "module-imgutils.validate.furry"], [96, "module-imgutils.validate"], [97, "module-imgutils.validate.monochrome"], [98, "module-imgutils.validate.nsfw"], [99, "module-imgutils.validate.portrait"], [100, "module-imgutils.validate.rating"], [101, "module-imgutils.validate.real"], [102, "module-imgutils.validate.safe"], [103, "module-imgutils.validate.style_age"], [104, "module-imgutils.validate.teen"], [105, "module-imgutils.validate.truncate"]], "imgutils.ascii": [[1, "module-imgutils.ascii"]], "imgutils.config": [[2, "module-imgutils.config"]], "__author_email__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__AUTHOR_EMAIL__"]], "__author__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__AUTHOR__"]], "__description__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__DESCRIPTION__"]], "__title__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__TITLE__"]], "__version__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__VERSION__"]], "imgutils.config.meta": [[3, "module-imgutils.config.meta"]], "grid_background() (in module imgutils.data.background)": [[4, "imgutils.data.background.grid_background"]], "grid_transparent() (in module imgutils.data.background)": [[4, "imgutils.data.background.grid_transparent"]], "imgutils.data.background": [[4, "module-imgutils.data.background"]], "imgutils.data.blob": [[5, "module-imgutils.data.blob"]], "is_valid_image_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.is_valid_image_blob_url"]], "load_image_from_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.load_image_from_blob_url"]], "to_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.to_blob_url"]], "imgutils.data.decode": [[6, "module-imgutils.data.decode"]], "rgb_decode() (in module imgutils.data.decode)": [[6, "imgutils.data.decode.rgb_decode"]], "imgutils.data.encode": [[7, "module-imgutils.data.encode"]], "rgb_encode() (in module imgutils.data.encode)": [[7, "imgutils.data.encode.rgb_encode"]], "has_alpha_channel() (in module imgutils.data.image)": [[8, "imgutils.data.image.has_alpha_channel"]], "imgutils.data.image": [[8, "module-imgutils.data.image"]], "load_image() (in module imgutils.data.image)": [[8, "imgutils.data.image.load_image"]], "load_images() (in module imgutils.data.image)": [[8, "imgutils.data.image.load_images"]], "imgutils.data": [[9, "module-imgutils.data"]], "imgutils.data.layer": [[10, "module-imgutils.data.layer"]], "istack() (in module imgutils.data.layer)": [[10, "imgutils.data.layer.istack"]], "download_image_from_url() (in module imgutils.data.url)": [[11, "imgutils.data.url.download_image_from_url"]], "imgutils.data.url": [[11, "module-imgutils.data.url"]], "is_http_url() (in module imgutils.data.url)": [[11, "imgutils.data.url.is_http_url"]], "detect_with_booru_yolo() (in module imgutils.detect.booru_yolo)": [[12, "imgutils.detect.booru_yolo.detect_with_booru_yolo"]], "imgutils.detect.booru_yolo": [[12, "module-imgutils.detect.booru_yolo"]], "detect_censors() (in module imgutils.detect.censor)": [[13, "imgutils.detect.censor.detect_censors"]], "imgutils.detect.censor": [[13, "module-imgutils.detect.censor"]], "detect_eyes() (in module imgutils.detect.eye)": [[14, "imgutils.detect.eye.detect_eyes"]], "imgutils.detect.eye": [[14, "module-imgutils.detect.eye"]], "detect_faces() (in module imgutils.detect.face)": [[15, "imgutils.detect.face.detect_faces"]], "imgutils.detect.face": [[15, "module-imgutils.detect.face"]], "detect_halfbody() (in module imgutils.detect.halfbody)": [[16, "imgutils.detect.halfbody.detect_halfbody"]], "imgutils.detect.halfbody": [[16, "module-imgutils.detect.halfbody"]], "detect_hands() (in module imgutils.detect.hand)": [[17, "imgutils.detect.hand.detect_hands"]], "imgutils.detect.hand": [[17, "module-imgutils.detect.hand"]], "detect_heads() (in module imgutils.detect.head)": [[18, "imgutils.detect.head.detect_heads"]], "imgutils.detect.head": [[18, "module-imgutils.detect.head"]], "imgutils.detect": [[19, "module-imgutils.detect"]], "detect_with_nudenet() (in module imgutils.detect.nudenet)": [[20, "imgutils.detect.nudenet.detect_with_nudenet"]], "imgutils.detect.nudenet": [[20, "module-imgutils.detect.nudenet"]], "detect_person() (in module imgutils.detect.person)": [[21, "imgutils.detect.person.detect_person"]], "imgutils.detect.person": [[21, "module-imgutils.detect.person"]], "bboxes_similarity() (in module imgutils.detect.similarity)": [[22, "imgutils.detect.similarity.bboxes_similarity"]], "calculate_iou() (in module imgutils.detect.similarity)": [[22, "imgutils.detect.similarity.calculate_iou"]], "detection_similarity() (in module imgutils.detect.similarity)": [[22, "imgutils.detect.similarity.detection_similarity"]], "imgutils.detect.similarity": [[22, "module-imgutils.detect.similarity"]], "detect_text() (in module imgutils.detect.text)": [[23, "imgutils.detect.text.detect_text"]], "imgutils.detect.text": [[23, "module-imgutils.detect.text"]], "detection_visualize() (in module imgutils.detect.visual)": [[24, "imgutils.detect.visual.detection_visualize"]], "imgutils.detect.visual": [[24, "module-imgutils.detect.visual"]], "edge_image_with_canny() (in module imgutils.edge.canny)": [[25, "imgutils.edge.canny.edge_image_with_canny"]], "get_edge_by_canny() (in module imgutils.edge.canny)": [[25, "imgutils.edge.canny.get_edge_by_canny"]], "imgutils.edge.canny": [[25, "module-imgutils.edge.canny"]], "imgutils.edge": [[26, "module-imgutils.edge"]], "edge_image_with_lineart() (in module imgutils.edge.lineart)": [[27, "imgutils.edge.lineart.edge_image_with_lineart"]], "get_edge_by_lineart() (in module imgutils.edge.lineart)": [[27, "imgutils.edge.lineart.get_edge_by_lineart"]], "imgutils.edge.lineart": [[27, "module-imgutils.edge.lineart"]], "edge_image_with_lineart_anime() (in module imgutils.edge.lineart_anime)": [[28, "imgutils.edge.lineart_anime.edge_image_with_lineart_anime"]], "get_edge_by_lineart_anime() (in module imgutils.edge.lineart_anime)": [[28, "imgutils.edge.lineart_anime.get_edge_by_lineart_anime"]], "imgutils.edge.lineart_anime": [[28, "module-imgutils.edge.lineart_anime"]], "classifymodel (class in imgutils.generic.classify)": [[29, "imgutils.generic.classify.ClassifyModel"]], "__init__() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.__init__"]], "classify_predict() (in module imgutils.generic.classify)": [[29, "imgutils.generic.classify.classify_predict"]], "classify_predict_fmt() (in module imgutils.generic.classify)": [[29, "imgutils.generic.classify.classify_predict_fmt"]], "classify_predict_score() (in module imgutils.generic.classify)": [[29, "imgutils.generic.classify.classify_predict_score"]], "clear() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.clear"]], "imgutils.generic.classify": [[29, "module-imgutils.generic.classify"]], "launch_demo() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.launch_demo"]], "make_ui() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.make_ui"]], "predict() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.predict"]], "predict_fmt() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.predict_fmt"]], "predict_score() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.predict_score"]], "clipmodel (class in imgutils.generic.clip)": [[30, "imgutils.generic.clip.CLIPModel"]], "__init__() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.__init__"]], "clear() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.clear"]], "clip_image_encode() (in module imgutils.generic.clip)": [[30, "imgutils.generic.clip.clip_image_encode"]], "clip_predict() (in module imgutils.generic.clip)": [[30, "imgutils.generic.clip.clip_predict"]], "clip_text_encode() (in module imgutils.generic.clip)": [[30, "imgutils.generic.clip.clip_text_encode"]], "image_encode() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.image_encode"]], "imgutils.generic.clip": [[30, "module-imgutils.generic.clip"]], "launch_demo() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.launch_demo"]], "make_ui() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.make_ui"]], "predict() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.predict"]], "text_encode() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.text_encode"]], "imageenhancer (class in imgutils.generic.enhance)": [[31, "imgutils.generic.enhance.ImageEnhancer"]], "__init__() (imgutils.generic.enhance.imageenhancer method)": [[31, "imgutils.generic.enhance.ImageEnhancer.__init__"]], "imgutils.generic.enhance": [[31, "module-imgutils.generic.enhance"]], "process() (imgutils.generic.enhance.imageenhancer method)": [[31, "imgutils.generic.enhance.ImageEnhancer.process"]], "imgutils.generic": [[32, "module-imgutils.generic"]], "siglipmodel (class in imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.SigLIPModel"]], "__init__() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.__init__"]], "clear() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.clear"]], "image_encode() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.image_encode"]], "imgutils.generic.siglip": [[33, "module-imgutils.generic.siglip"]], "launch_demo() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.launch_demo"]], "make_ui() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.make_ui"]], "predict() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.predict"]], "siglip_image_encode() (in module imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.siglip_image_encode"]], "siglip_predict() (in module imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.siglip_predict"]], "siglip_text_encode() (in module imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.siglip_text_encode"]], "text_encode() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.text_encode"]], "yolomodel (class in imgutils.generic.yolo)": [[34, "imgutils.generic.yolo.YOLOModel"]], "__init__() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.__init__"]], "clear() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.clear"]], "imgutils.generic.yolo": [[34, "module-imgutils.generic.yolo"]], "launch_demo() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.launch_demo"]], "make_ui() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.make_ui"]], "predict() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.predict"]], "yolo_predict() (in module imgutils.generic.yolo)": [[34, "imgutils.generic.yolo.yolo_predict"]], "imgutils.metadata.geninfo": [[35, "module-imgutils.metadata.geninfo"]], "read_geninfo_exif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.read_geninfo_exif"]], "read_geninfo_gif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.read_geninfo_gif"]], "read_geninfo_parameters() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.read_geninfo_parameters"]], "write_geninfo_exif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.write_geninfo_exif"]], "write_geninfo_gif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.write_geninfo_gif"]], "write_geninfo_parameters() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.write_geninfo_parameters"]], "imgutils.metadata": [[36, "module-imgutils.metadata"]], "imagelsbdataextractor (class in imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.ImageLsbDataExtractor"]], "lsbextractor (class in imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.LSBExtractor"]], "lsbreaderror (class in imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.LSBReadError"]], "__init__() (imgutils.metadata.lsb.imagelsbdataextractor method)": [[37, "imgutils.metadata.lsb.ImageLsbDataExtractor.__init__"]], "__init__() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.__init__"]], "extract_data() (imgutils.metadata.lsb.imagelsbdataextractor method)": [[37, "imgutils.metadata.lsb.ImageLsbDataExtractor.extract_data"]], "get_next_n_bytes() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.get_next_n_bytes"]], "get_one_byte() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.get_one_byte"]], "imgutils.metadata.lsb": [[37, "module-imgutils.metadata.lsb"]], "inject_data() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.inject_data"]], "read_32bit_integer() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.read_32bit_integer"]], "read_lsb_metadata() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.read_lsb_metadata"]], "read_lsb_raw_bytes() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.read_lsb_raw_bytes"]], "serialize_json() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.serialize_json"]], "serialize_pnginfo() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.serialize_pnginfo"]], "write_lsb_metadata() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.write_lsb_metadata"]], "write_lsb_raw_bytes() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.write_lsb_raw_bytes"]], "get_aesthetic_score() (in module imgutils.metrics.aesthetic)": [[38, "imgutils.metrics.aesthetic.get_aesthetic_score"]], "imgutils.metrics.aesthetic": [[38, "module-imgutils.metrics.aesthetic"]], "ccip_batch_differences() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_batch_differences"]], "ccip_batch_extract_features() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_batch_extract_features"]], "ccip_batch_same() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_batch_same"]], "ccip_clustering() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_clustering"]], "ccip_default_clustering_params() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_default_clustering_params"]], "ccip_default_threshold() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_default_threshold"]], "ccip_difference() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_difference"]], "ccip_extract_feature() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_extract_feature"]], "ccip_merge() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_merge"]], "ccip_same() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_same"]], "imgutils.metrics.ccip": [[39, "module-imgutils.metrics.ccip"]], "anime_dbaesthetic() (in module imgutils.metrics.dbaesthetic)": [[40, "imgutils.metrics.dbaesthetic.anime_dbaesthetic"]], "imgutils.metrics.dbaesthetic": [[40, "module-imgutils.metrics.dbaesthetic"]], "imgutils.metrics": [[41, "module-imgutils.metrics"]], "imgutils.metrics.laplacian": [[42, "module-imgutils.metrics.laplacian"]], "laplacian_score() (in module imgutils.metrics.laplacian)": [[42, "imgutils.metrics.laplacian.laplacian_score"]], "imgutils.metrics.lpips": [[43, "module-imgutils.metrics.lpips"]], "lpips_clustering() (in module imgutils.metrics.lpips)": [[43, "imgutils.metrics.lpips.lpips_clustering"]], "lpips_difference() (in module imgutils.metrics.lpips)": [[43, "imgutils.metrics.lpips.lpips_difference"]], "lpips_extract_feature() (in module imgutils.metrics.lpips)": [[43, "imgutils.metrics.lpips.lpips_extract_feature"]], "imgutils.metrics.psnr_": [[44, "module-imgutils.metrics.psnr_"]], "psnr() (in module imgutils.metrics.psnr_)": [[44, "imgutils.metrics.psnr_.psnr"]], "detect_text_with_ocr() (in module imgutils.ocr)": [[45, "imgutils.ocr.detect_text_with_ocr"]], "imgutils.ocr": [[45, "module-imgutils.ocr"]], "list_det_models() (in module imgutils.ocr)": [[45, "imgutils.ocr.list_det_models"]], "list_rec_models() (in module imgutils.ocr)": [[45, "imgutils.ocr.list_rec_models"]], "ocr() (in module imgutils.ocr)": [[45, "imgutils.ocr.ocr"]], "align_maxsize() (in module imgutils.operate.align)": [[46, "imgutils.operate.align.align_maxsize"]], "imgutils.operate.align": [[46, "module-imgutils.operate.align"]], "basecensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.BaseCensor"]], "blurcensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.BlurCensor"]], "colorcensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.ColorCensor"]], "pixelatecensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.PixelateCensor"]], "censor_area() (imgutils.operate.censor_.basecensor method)": [[47, "imgutils.operate.censor_.BaseCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.blurcensor method)": [[47, "imgutils.operate.censor_.BlurCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.colorcensor method)": [[47, "imgutils.operate.censor_.ColorCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.pixelatecensor method)": [[47, "imgutils.operate.censor_.PixelateCensor.censor_area"]], "censor_areas() (in module imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.censor_areas"]], "censor_nsfw() (in module imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.censor_nsfw"]], "imgutils.operate.censor_": [[47, "module-imgutils.operate.censor_"]], "register_censor_method() (in module imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.register_censor_method"]], "emojibasedcensor (class in imgutils.operate.imgcensor)": [[48, "imgutils.operate.imgcensor.EmojiBasedCensor"]], "imagebasedcensor (class in imgutils.operate.imgcensor)": [[48, "imgutils.operate.imgcensor.ImageBasedCensor"]], "singleimage (class in imgutils.operate.imgcensor)": [[48, "imgutils.operate.imgcensor.SingleImage"]], "__init__() (imgutils.operate.imgcensor.singleimage method)": [[48, "imgutils.operate.imgcensor.SingleImage.__init__"]], "censor_area() (imgutils.operate.imgcensor.emojibasedcensor method)": [[48, "imgutils.operate.imgcensor.EmojiBasedCensor.censor_area"]], "censor_area() (imgutils.operate.imgcensor.imagebasedcensor method)": [[48, "imgutils.operate.imgcensor.ImageBasedCensor.censor_area"]], "find_for_area() (imgutils.operate.imgcensor.singleimage method)": [[48, "imgutils.operate.imgcensor.SingleImage.find_for_area"]], "height (imgutils.operate.imgcensor.singleimage property)": [[48, "imgutils.operate.imgcensor.SingleImage.height"]], "imgutils.operate.imgcensor": [[48, "module-imgutils.operate.imgcensor"]], "width (imgutils.operate.imgcensor.singleimage property)": [[48, "imgutils.operate.imgcensor.SingleImage.width"]], "imgutils.operate": [[49, "module-imgutils.operate"]], "imgutils.operate.squeeze": [[50, "module-imgutils.operate.squeeze"]], "squeeze() (in module imgutils.operate.squeeze)": [[50, "imgutils.operate.squeeze.squeeze"]], "squeeze_with_transparency() (in module imgutils.operate.squeeze)": [[50, "imgutils.operate.squeeze.squeeze_with_transparency"]], "dwpose_estimate() (in module imgutils.pose.dwpose)": [[51, "imgutils.pose.dwpose.dwpose_estimate"]], "imgutils.pose.dwpose": [[51, "module-imgutils.pose.dwpose"]], "left_ankle (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_ANKLE"]], "left_big_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_BIG_TOE"]], "left_ear (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_EAR"]], "left_elbow (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_ELBOW"]], "left_eye (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_EYE"]], "left_heel (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_HEEL"]], "left_hip (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_HIP"]], "left_knee (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_KNEE"]], "left_shoulder (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_SHOULDER"]], "left_small_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_SMALL_TOE"]], "left_wrist (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_WRIST"]], "neck (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.NECK"]], "nose (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.NOSE"]], "op18keypointset (class in imgutils.pose.format)": [[52, "imgutils.pose.format.OP18KeyPointSet"]], "op18_body_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_BODY_MAX"]], "op18_body_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_BODY_MIN"]], "op18_face_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_FACE_MAX"]], "op18_face_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_FACE_MIN"]], "op18_left_foot_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_FOOT_MAX"]], "op18_left_foot_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_FOOT_MIN"]], "op18_left_hand_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_HAND_MAX"]], "op18_left_hand_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_HAND_MIN"]], "op18_right_foot_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_FOOT_MAX"]], "op18_right_foot_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_FOOT_MIN"]], "op18_right_hand_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_HAND_MAX"]], "op18_right_hand_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_HAND_MIN"]], "right_ankle (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_ANKLE"]], "right_big_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_BIG_TOE"]], "right_ear (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_EAR"]], "right_elbow (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_ELBOW"]], "right_eye (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_EYE"]], "right_heel (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_HEEL"]], "right_hip (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_HIP"]], "right_knee (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_KNEE"]], "right_shoulder (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_SHOULDER"]], "right_small_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_SMALL_TOE"]], "right_wrist (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_WRIST"]], "__init__() (imgutils.pose.format.op18keypointset method)": [[52, "imgutils.pose.format.OP18KeyPointSet.__init__"]], "__mul__() (imgutils.pose.format.op18keypointset method)": [[52, "imgutils.pose.format.OP18KeyPointSet.__mul__"]], "__truediv__() (imgutils.pose.format.op18keypointset method)": [[52, "imgutils.pose.format.OP18KeyPointSet.__truediv__"]], "body (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.body"]], "face (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.face"]], "imgutils.pose.format": [[52, "module-imgutils.pose.format"]], "left_foot (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.left_foot"]], "left_hand (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.left_hand"]], "right_foot (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.right_foot"]], "right_hand (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.right_hand"]], "imgutils.pose": [[53, "module-imgutils.pose"]], "imgutils.pose.visual": [[54, "module-imgutils.pose.visual"]], "op18_visualize() (in module imgutils.pose.visual)": [[54, "imgutils.pose.visual.op18_visualize"]], "notparsetarget (class in imgutils.preprocess.base)": [[55, "imgutils.preprocess.base.NotParseTarget"]], "imgutils.preprocess.base": [[55, "module-imgutils.preprocess.base"]], "imgutils.preprocess": [[56, "module-imgutils.preprocess"]], "create_pillow_transforms() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.create_pillow_transforms"]], "imgutils.preprocess.pillow": [[57, "module-imgutils.preprocess.pillow"]], "parse_pillow_transforms() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.parse_pillow_transforms"]], "register_pillow_parse() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.register_pillow_parse"]], "register_pillow_transform() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.register_pillow_transform"]], "create_torchvision_transforms() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.create_torchvision_transforms"]], "imgutils.preprocess.torchvision": [[58, "module-imgutils.preprocess.torchvision"]], "parse_torchvision_transforms() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.parse_torchvision_transforms"]], "register_torchvision_parse() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.register_torchvision_parse"]], "register_torchvision_transform() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.register_torchvision_transform"]], "notprocessortypeerror (class in imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.NotProcessorTypeError"]], "convert_to_size_dict() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.convert_to_size_dict"]], "create_bit_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_bit_transforms"]], "create_blip_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_blip_transforms"]], "create_clip_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_clip_transforms"]], "create_convnext_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_convnext_transforms"]], "create_mobilenetv2_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_mobilenetv2_transforms"]], "create_siglip_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_siglip_transforms"]], "create_transforms_from_bit_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_bit_processor"]], "create_transforms_from_blip_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_blip_processor"]], "create_transforms_from_clip_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_clip_processor"]], "create_transforms_from_convnext_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_convnext_processor"]], "create_transforms_from_mobilenetv2_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_mobilenetv2_processor"]], "create_transforms_from_siglip_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_siglip_processor"]], "create_transforms_from_transformers() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_transformers"]], "create_transforms_from_vit_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_vit_processor"]], "create_vit_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_vit_transforms"]], "get_size_dict() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.get_size_dict"]], "imgutils.preprocess.transformers": [[59, "module-imgutils.preprocess.transformers"]], "is_valid_size_dict() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.is_valid_size_dict"]], "register_creators_for_transformers() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.register_creators_for_transformers"]], "backgroundimageset (class in imgutils.resource.background)": [[60, "imgutils.resource.background.BackgroundImageSet"]], "__init__() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.__init__"]], "get_bg_image() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.get_bg_image"]], "get_bg_image_file() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.get_bg_image_file"]], "get_image() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.get_image"]], "get_image_file() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.get_image_file"]], "imgutils.resource.background": [[60, "module-imgutils.resource.background"]], "list_bg_image_files() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.list_bg_image_files"]], "list_image_files() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.list_image_files"]], "random_bg_image() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.random_bg_image"]], "random_bg_image_file() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.random_bg_image_file"]], "random_image() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.random_image"]], "random_image_file() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.random_image_file"]], "imgutils.resource": [[61, "module-imgutils.resource"]], "imgutils.restore.adversarial": [[62, "module-imgutils.restore.adversarial"]], "remove_adversarial_noise() (in module imgutils.restore.adversarial)": [[62, "imgutils.restore.adversarial.remove_adversarial_noise"]], "imgutils.restore": [[63, "module-imgutils.restore"]], "imgutils.restore.nafnet": [[64, "module-imgutils.restore.nafnet"]], "restore_with_nafnet() (in module imgutils.restore.nafnet)": [[64, "imgutils.restore.nafnet.restore_with_nafnet"]], "imgutils.restore.scunet": [[65, "module-imgutils.restore.scunet"]], "restore_with_scunet() (in module imgutils.restore.scunet)": [[65, "imgutils.restore.scunet.restore_with_scunet"]], "imgutils.sd": [[66, "module-imgutils.sd"]], "sdmetadata (class in imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.SDMetaData"]], "__str__() (imgutils.sd.metadata.sdmetadata method)": [[67, "imgutils.sd.metadata.SDMetaData.__str__"]], "get_sdmeta_from_image() (in module imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.get_sdmeta_from_image"]], "imgutils.sd.metadata": [[67, "module-imgutils.sd.metadata"]], "parse_sdmeta_from_text() (in module imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.parse_sdmeta_from_text"]], "pnginfo (imgutils.sd.metadata.sdmetadata property)": [[67, "imgutils.sd.metadata.SDMetaData.pnginfo"]], "save_image_with_sdmeta() (in module imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.save_image_with_sdmeta"]], "text (imgutils.sd.metadata.sdmetadata property)": [[67, "imgutils.sd.metadata.SDMetaData.text"]], "imgutils.sd.model": [[68, "module-imgutils.sd.model"]], "read_metadata() (in module imgutils.sd.model)": [[68, "imgutils.sd.model.read_metadata"]], "save_with_metadata() (in module imgutils.sd.model)": [[68, "imgutils.sd.model.save_with_metadata"]], "naimetadata (class in imgutils.sd.nai)": [[69, "imgutils.sd.nai.NAIMetaData"], [69, "imgutils.sd.nai.NAIMetadata"]], "__init__() (imgutils.sd.nai.naimetadata method)": [[69, "imgutils.sd.nai.NAIMetaData.__init__"]], "add_naimeta_to_image() (in module imgutils.sd.nai)": [[69, "imgutils.sd.nai.add_naimeta_to_image"]], "get_naimeta_from_image() (in module imgutils.sd.nai)": [[69, "imgutils.sd.nai.get_naimeta_from_image"]], "imgutils.sd.nai": [[69, "module-imgutils.sd.nai"]], "pnginfo (imgutils.sd.nai.naimetadata property)": [[69, "imgutils.sd.nai.NAIMetaData.pnginfo"]], "save_image_with_naimeta() (in module imgutils.sd.nai)": [[69, "imgutils.sd.nai.save_image_with_naimeta"]], "imgutils.segment": [[70, "module-imgutils.segment"]], "get_isnetis_mask() (in module imgutils.segment.isnetis)": [[71, "imgutils.segment.isnetis.get_isnetis_mask"]], "imgutils.segment.isnetis": [[71, "module-imgutils.segment.isnetis"]], "segment_rgba_with_isnetis() (in module imgutils.segment.isnetis)": [[71, "imgutils.segment.isnetis.segment_rgba_with_isnetis"]], "segment_with_isnetis() (in module imgutils.segment.isnetis)": [[71, "imgutils.segment.isnetis.segment_with_isnetis"]], "drop_blacklisted_tags() (in module imgutils.tagging.blacklist)": [[72, "imgutils.tagging.blacklist.drop_blacklisted_tags"]], "imgutils.tagging.blacklist": [[72, "module-imgutils.tagging.blacklist"]], "is_blacklisted() (in module imgutils.tagging.blacklist)": [[72, "imgutils.tagging.blacklist.is_blacklisted"]], "char_prefixes (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_PREFIXES"]], "char_suffixes (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_SUFFIXES"]], "char_whitelist_prefix (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_WHITELIST_PREFIX"]], "char_whitelist_suffix (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_WHITELIST_SUFFIX"]], "char_whitelist_word (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_WHITELIST_WORD"]], "charactertagpool (class in imgutils.tagging.character)": [[73, "imgutils.tagging.character.CharacterTagPool"]], "__init__() (imgutils.tagging.character.charactertagpool method)": [[73, "imgutils.tagging.character.CharacterTagPool.__init__"]], "drop_basic_character_tags() (imgutils.tagging.character.charactertagpool method)": [[73, "imgutils.tagging.character.CharacterTagPool.drop_basic_character_tags"]], "drop_basic_character_tags() (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.drop_basic_character_tags"]], "imgutils.tagging.character": [[73, "module-imgutils.tagging.character"]], "is_basic_character_tag() (imgutils.tagging.character.charactertagpool method)": [[73, "imgutils.tagging.character.CharacterTagPool.is_basic_character_tag"]], "is_basic_character_tag() (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.is_basic_character_tag"]], "get_deepdanbooru_tags() (in module imgutils.tagging.deepdanbooru)": [[74, "imgutils.tagging.deepdanbooru.get_deepdanbooru_tags"]], "imgutils.tagging.deepdanbooru": [[74, "module-imgutils.tagging.deepdanbooru"]], "get_deepgelbooru_tags() (in module imgutils.tagging.deepgelbooru)": [[75, "imgutils.tagging.deepgelbooru.get_deepgelbooru_tags"]], "imgutils.tagging.deepgelbooru": [[75, "module-imgutils.tagging.deepgelbooru"]], "add_underline() (in module imgutils.tagging.format)": [[76, "imgutils.tagging.format.add_underline"]], "imgutils.tagging.format": [[76, "module-imgutils.tagging.format"]], "remove_underline() (in module imgutils.tagging.format)": [[76, "imgutils.tagging.format.remove_underline"]], "tags_to_text() (in module imgutils.tagging.format)": [[76, "imgutils.tagging.format.tags_to_text"]], "imgutils.tagging": [[77, "module-imgutils.tagging"]], "imgutils.tagging.match": [[78, "module-imgutils.tagging.match"]], "tag_match_full() (in module imgutils.tagging.match)": [[78, "imgutils.tagging.match.tag_match_full"]], "tag_match_prefix() (in module imgutils.tagging.match)": [[78, "imgutils.tagging.match.tag_match_prefix"]], "tag_match_suffix() (in module imgutils.tagging.match)": [[78, "imgutils.tagging.match.tag_match_suffix"]], "get_mldanbooru_tags() (in module imgutils.tagging.mldanbooru)": [[79, "imgutils.tagging.mldanbooru.get_mldanbooru_tags"]], "imgutils.tagging.mldanbooru": [[79, "module-imgutils.tagging.mldanbooru"]], "imgutils.tagging.order": [[80, "module-imgutils.tagging.order"]], "sort_tags() (in module imgutils.tagging.order)": [[80, "imgutils.tagging.order.sort_tags"]], "drop_overlap_tags() (in module imgutils.tagging.overlap)": [[81, "imgutils.tagging.overlap.drop_overlap_tags"]], "imgutils.tagging.overlap": [[81, "module-imgutils.tagging.overlap"]], "convert_wd14_emb_to_prediction() (in module imgutils.tagging.wd14)": [[82, "imgutils.tagging.wd14.convert_wd14_emb_to_prediction"]], "denormalize_wd14_emb() (in module imgutils.tagging.wd14)": [[82, "imgutils.tagging.wd14.denormalize_wd14_emb"]], "get_wd14_tags() (in module imgutils.tagging.wd14)": [[82, "imgutils.tagging.wd14.get_wd14_tags"]], "imgutils.tagging.wd14": [[82, "module-imgutils.tagging.wd14"]], "imgutils.upscale.cdc": [[83, "module-imgutils.upscale.cdc"]], "upscale_with_cdc() (in module imgutils.upscale.cdc)": [[83, "imgutils.upscale.cdc.upscale_with_cdc"]], "imgutils.upscale": [[84, "module-imgutils.upscale"]], "imgutils.utils.cache": [[85, "module-imgutils.utils.cache"]], "ts_lru_cache() (in module imgutils.utils.cache)": [[85, "imgutils.utils.cache.ts_lru_cache"]], "imgutils.utils.func": [[86, "module-imgutils.utils.func"]], "sigmoid() (in module imgutils.utils.func)": [[86, "imgutils.utils.func.sigmoid"]], "imgutils.utils": [[87, "module-imgutils.utils"]], "get_onnx_provider() (in module imgutils.utils.onnxruntime)": [[88, "imgutils.utils.onnxruntime.get_onnx_provider"]], "imgutils.utils.onnxruntime": [[88, "module-imgutils.utils.onnxruntime"]], "open_onnx_model() (in module imgutils.utils.onnxruntime)": [[88, "imgutils.utils.onnxruntime.open_onnx_model"]], "get_ai_created_score() (in module imgutils.validate.aicheck)": [[89, "imgutils.validate.aicheck.get_ai_created_score"]], "imgutils.validate.aicheck": [[89, "module-imgutils.validate.aicheck"]], "is_ai_created() (in module imgutils.validate.aicheck)": [[89, "imgutils.validate.aicheck.is_ai_created"]], "anime_bangumi_char() (in module imgutils.validate.bangumi_char)": [[90, "imgutils.validate.bangumi_char.anime_bangumi_char"]], "anime_bangumi_char_score() (in module imgutils.validate.bangumi_char)": [[90, "imgutils.validate.bangumi_char.anime_bangumi_char_score"]], "imgutils.validate.bangumi_char": [[90, "module-imgutils.validate.bangumi_char"]], "anime_classify() (in module imgutils.validate.classify)": [[91, "imgutils.validate.classify.anime_classify"]], "anime_classify_score() (in module imgutils.validate.classify)": [[91, "imgutils.validate.classify.anime_classify_score"]], "imgutils.validate.classify": [[91, "module-imgutils.validate.classify"]], "imgutils.validate.color": [[92, "module-imgutils.validate.color"]], "is_greyscale() (in module imgutils.validate.color)": [[92, "imgutils.validate.color.is_greyscale"]], "anime_completeness() (in module imgutils.validate.completeness)": [[93, "imgutils.validate.completeness.anime_completeness"]], "anime_completeness_score() (in module imgutils.validate.completeness)": [[93, "imgutils.validate.completeness.anime_completeness_score"]], "imgutils.validate.completeness": [[93, "module-imgutils.validate.completeness"]], "anime_dbrating() (in module imgutils.validate.dbrating)": [[94, "imgutils.validate.dbrating.anime_dbrating"]], "anime_dbrating_score() (in module imgutils.validate.dbrating)": [[94, "imgutils.validate.dbrating.anime_dbrating_score"]], "imgutils.validate.dbrating": [[94, "module-imgutils.validate.dbrating"]], "anime_furry() (in module imgutils.validate.furry)": [[95, "imgutils.validate.furry.anime_furry"]], "anime_furry_score() (in module imgutils.validate.furry)": [[95, "imgutils.validate.furry.anime_furry_score"]], "imgutils.validate.furry": [[95, "module-imgutils.validate.furry"]], "imgutils.validate": [[96, "module-imgutils.validate"]], "get_monochrome_score() (in module imgutils.validate.monochrome)": [[97, "imgutils.validate.monochrome.get_monochrome_score"]], "imgutils.validate.monochrome": [[97, "module-imgutils.validate.monochrome"]], "is_monochrome() (in module imgutils.validate.monochrome)": [[97, "imgutils.validate.monochrome.is_monochrome"]], "imgutils.validate.nsfw": [[98, "module-imgutils.validate.nsfw"]], "nsfw_pred() (in module imgutils.validate.nsfw)": [[98, "imgutils.validate.nsfw.nsfw_pred"]], "nsfw_pred_score() (in module imgutils.validate.nsfw)": [[98, "imgutils.validate.nsfw.nsfw_pred_score"]], "anime_portrait() (in module imgutils.validate.portrait)": [[99, "imgutils.validate.portrait.anime_portrait"]], "anime_portrait_score() (in module imgutils.validate.portrait)": [[99, "imgutils.validate.portrait.anime_portrait_score"]], "imgutils.validate.portrait": [[99, "module-imgutils.validate.portrait"]], "anime_rating() (in module imgutils.validate.rating)": [[100, "imgutils.validate.rating.anime_rating"]], "anime_rating_score() (in module imgutils.validate.rating)": [[100, "imgutils.validate.rating.anime_rating_score"]], "imgutils.validate.rating": [[100, "module-imgutils.validate.rating"]], "anime_real() (in module imgutils.validate.real)": [[101, "imgutils.validate.real.anime_real"]], "anime_real_score() (in module imgutils.validate.real)": [[101, "imgutils.validate.real.anime_real_score"]], "imgutils.validate.real": [[101, "module-imgutils.validate.real"]], "imgutils.validate.safe": [[102, "module-imgutils.validate.safe"]], "safe_check() (in module imgutils.validate.safe)": [[102, "imgutils.validate.safe.safe_check"]], "safe_check_score() (in module imgutils.validate.safe)": [[102, "imgutils.validate.safe.safe_check_score"]], "anime_style_age() (in module imgutils.validate.style_age)": [[103, "imgutils.validate.style_age.anime_style_age"]], "anime_style_age_score() (in module imgutils.validate.style_age)": [[103, "imgutils.validate.style_age.anime_style_age_score"]], "imgutils.validate.style_age": [[103, "module-imgutils.validate.style_age"]], "anime_teen() (in module imgutils.validate.teen)": [[104, "imgutils.validate.teen.anime_teen"]], "anime_teen_score() (in module imgutils.validate.teen)": [[104, "imgutils.validate.teen.anime_teen_score"]], "imgutils.validate.teen": [[104, "module-imgutils.validate.teen"]], "imgutils.validate.truncate": [[105, "module-imgutils.validate.truncate"]], "is_truncated_file() (in module imgutils.validate.truncate)": [[105, "imgutils.validate.truncate.is_truncated_file"]]}}) \ No newline at end of file diff --git a/dev/attachments/.buildinfo b/dev/attachments/.buildinfo index 72ec7aca7d9eacf80f86b1baca7024e249df140d..73907a279403a2a6f893f8fb3cb893f28c4f3e8b 100644 --- a/dev/attachments/.buildinfo +++ b/dev/attachments/.buildinfo @@ -1,4 +1,4 @@ # Sphinx build info version 1 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done. -config: ec723f2a09476d9731c738f65626fdae +config: ee7a954dd106e9a5eb2889c8b54fc2fb tags: 645f666f9bcd5a90fca523b33c5a78b7 diff --git a/dev/attachments/.doctrees/api_doc/ascii/drawing.doctree b/dev/attachments/.doctrees/api_doc/ascii/drawing.doctree index 472a7efdaad164aaf6ac478889f2332186403e83..f8c975264e01f28cc53d6d24f27b045e82ae8d1e 100644 Binary files a/dev/attachments/.doctrees/api_doc/ascii/drawing.doctree and b/dev/attachments/.doctrees/api_doc/ascii/drawing.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/ascii/index.doctree b/dev/attachments/.doctrees/api_doc/ascii/index.doctree index 0f7b68df68d270bb2a2e26f3405f671530a0f4ce..caf0d0840cbc3588f4d1e754b1609202c147c75b 100644 Binary files a/dev/attachments/.doctrees/api_doc/ascii/index.doctree and b/dev/attachments/.doctrees/api_doc/ascii/index.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/config/index.doctree b/dev/attachments/.doctrees/api_doc/config/index.doctree index bcc4438115adbd9c42bf30e984ab7230b3d7a357..c61b8d62f72eac63cbd1e132ddbe24ccbb7f9d7d 100644 Binary files a/dev/attachments/.doctrees/api_doc/config/index.doctree and b/dev/attachments/.doctrees/api_doc/config/index.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/config/meta.doctree b/dev/attachments/.doctrees/api_doc/config/meta.doctree index e5c025579cfc31f00ea7bcb375498a9ac3d0291c..21a270170bff2ed3bfc5bfd7237e8ea2bea057d2 100644 Binary files a/dev/attachments/.doctrees/api_doc/config/meta.doctree and b/dev/attachments/.doctrees/api_doc/config/meta.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/data/background.doctree b/dev/attachments/.doctrees/api_doc/data/background.doctree index 4ff1688c32e97d1c6b3b18e5fced25636ef00ebf..82e51c940cf38edfdcb615d9ed017f775b7ef220 100644 Binary files a/dev/attachments/.doctrees/api_doc/data/background.doctree and b/dev/attachments/.doctrees/api_doc/data/background.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/data/blob.doctree b/dev/attachments/.doctrees/api_doc/data/blob.doctree index 61ed12a95add60f967f26719d552b56fcc36e1cc..3dc55cece8865e66c2ea9391fac73d78deb38c74 100644 Binary files a/dev/attachments/.doctrees/api_doc/data/blob.doctree and b/dev/attachments/.doctrees/api_doc/data/blob.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/data/decode.doctree b/dev/attachments/.doctrees/api_doc/data/decode.doctree index fae5738224e77ed2431eebec48406eebaf5aafca..11ce5197b9eae93d937bee72704742cb0fa3fc52 100644 Binary files a/dev/attachments/.doctrees/api_doc/data/decode.doctree and b/dev/attachments/.doctrees/api_doc/data/decode.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/data/encode.doctree b/dev/attachments/.doctrees/api_doc/data/encode.doctree index 6d21ee9973b96c12bed71df401eb72dbfcc13ac0..f9c3197aab0d36c8b64d8295a922da0eeefc4e47 100644 Binary files a/dev/attachments/.doctrees/api_doc/data/encode.doctree and b/dev/attachments/.doctrees/api_doc/data/encode.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/data/image.doctree b/dev/attachments/.doctrees/api_doc/data/image.doctree index 17858b78cce5a78c26c1fb417da03b916fd767b2..f6cc5701240932a84bd9d648a1d98ab0ae271e4b 100644 Binary files a/dev/attachments/.doctrees/api_doc/data/image.doctree and b/dev/attachments/.doctrees/api_doc/data/image.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/data/index.doctree b/dev/attachments/.doctrees/api_doc/data/index.doctree index 7285384c71fada4546a612c5279737f6c92d867e..26f9de9f2ff9325dfd7542868ccdd7042a1bbb0a 100644 Binary files a/dev/attachments/.doctrees/api_doc/data/index.doctree and b/dev/attachments/.doctrees/api_doc/data/index.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/data/layer.doctree b/dev/attachments/.doctrees/api_doc/data/layer.doctree index a1260f8d5c5c642dc26e036677b132cab4e5c859..fcb04c15af5b05537f937a9f54290f08c3048c3b 100644 Binary files a/dev/attachments/.doctrees/api_doc/data/layer.doctree and b/dev/attachments/.doctrees/api_doc/data/layer.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/data/url.doctree b/dev/attachments/.doctrees/api_doc/data/url.doctree index 7867c0403a6e52d812ad07d293d52db2d9ec4395..d25e038439b9d7ed696f2c356c8753554dd9ea3c 100644 Binary files a/dev/attachments/.doctrees/api_doc/data/url.doctree and b/dev/attachments/.doctrees/api_doc/data/url.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/detect/booru_yolo.doctree b/dev/attachments/.doctrees/api_doc/detect/booru_yolo.doctree index fb1294fddd7f7b88d49bbf22801b81397f2818b5..27fe759be652c352be4a0fad414b569a6bb9871f 100644 Binary files a/dev/attachments/.doctrees/api_doc/detect/booru_yolo.doctree and b/dev/attachments/.doctrees/api_doc/detect/booru_yolo.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/detect/censor.doctree b/dev/attachments/.doctrees/api_doc/detect/censor.doctree index 5fa82905a3bdae0f76ffa142c57f12d8fec79191..5f2340430bc29feac18751542e4023405d6a1183 100644 Binary files a/dev/attachments/.doctrees/api_doc/detect/censor.doctree and b/dev/attachments/.doctrees/api_doc/detect/censor.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/detect/eye.doctree b/dev/attachments/.doctrees/api_doc/detect/eye.doctree index a674681d90307a76170ccffe55a786398791a9b3..822712cf4de9f67dfcdb573ba7ceb95d97207db9 100644 Binary files a/dev/attachments/.doctrees/api_doc/detect/eye.doctree and b/dev/attachments/.doctrees/api_doc/detect/eye.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/detect/face.doctree b/dev/attachments/.doctrees/api_doc/detect/face.doctree index 6d23dc90379c54a9f43c05abb4f9e2853c405820..745d55fad14e296f5b87e43c9216d9d41efcffd9 100644 Binary files a/dev/attachments/.doctrees/api_doc/detect/face.doctree and b/dev/attachments/.doctrees/api_doc/detect/face.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/detect/halfbody.doctree b/dev/attachments/.doctrees/api_doc/detect/halfbody.doctree index 3442cefb6a68860cebf249d991f44f5bcf3ecbe6..237a3146ed4d4d6b37e0424f9407c92ad99ccf6b 100644 Binary files a/dev/attachments/.doctrees/api_doc/detect/halfbody.doctree and b/dev/attachments/.doctrees/api_doc/detect/halfbody.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/detect/hand.doctree b/dev/attachments/.doctrees/api_doc/detect/hand.doctree index ff3cdc60619e47b0e019c2b128155fcfa5cc3465..cc97f456bcb8b788d5c33306a65c0a7fd4cd7cea 100644 Binary files a/dev/attachments/.doctrees/api_doc/detect/hand.doctree and b/dev/attachments/.doctrees/api_doc/detect/hand.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/detect/head.doctree b/dev/attachments/.doctrees/api_doc/detect/head.doctree index 0836e8c50d2322fa35230a62705edfc91dcc8ccd..231f7509bb9cc17263cd4e8b443849b15aefdf7d 100644 Binary files a/dev/attachments/.doctrees/api_doc/detect/head.doctree and b/dev/attachments/.doctrees/api_doc/detect/head.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/detect/index.doctree b/dev/attachments/.doctrees/api_doc/detect/index.doctree index 4c7f2365d4fa962dbeb55c72fa6c22ec02678d49..08d890c586e36f9d6016052f340e8618e7002653 100644 Binary files a/dev/attachments/.doctrees/api_doc/detect/index.doctree and b/dev/attachments/.doctrees/api_doc/detect/index.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/detect/nudenet.doctree b/dev/attachments/.doctrees/api_doc/detect/nudenet.doctree index 5d4ef5492a4d39e7a5850953d9fa0448ff267c5f..2a24a13eb52b8a486ca61a110a299c6296a6b216 100644 Binary files a/dev/attachments/.doctrees/api_doc/detect/nudenet.doctree and b/dev/attachments/.doctrees/api_doc/detect/nudenet.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/detect/person.doctree b/dev/attachments/.doctrees/api_doc/detect/person.doctree index f428530a40942ca158344014fca107dc09ce2e1c..648592b082c9498ccef7efea85c4452cc4fd00d0 100644 Binary files a/dev/attachments/.doctrees/api_doc/detect/person.doctree and b/dev/attachments/.doctrees/api_doc/detect/person.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/detect/similarity.doctree b/dev/attachments/.doctrees/api_doc/detect/similarity.doctree index d117fa418dc8a9b1d38155503ebf6a0a859c662c..bbb2a7fec36a47c6ac616b0a619f698b83b8c3ae 100644 Binary files a/dev/attachments/.doctrees/api_doc/detect/similarity.doctree and b/dev/attachments/.doctrees/api_doc/detect/similarity.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/detect/text.doctree b/dev/attachments/.doctrees/api_doc/detect/text.doctree index 0a3748d8a34488beba232e44a8d92080aa846831..3c9ecd26bded5805e950334d5eb25708434791cd 100644 Binary files a/dev/attachments/.doctrees/api_doc/detect/text.doctree and b/dev/attachments/.doctrees/api_doc/detect/text.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/detect/visual.doctree b/dev/attachments/.doctrees/api_doc/detect/visual.doctree index 9e339af8b8ae353055df8264c03beae7b10c434d..eec95384b89c9a570328a08b950c548bb536b614 100644 Binary files a/dev/attachments/.doctrees/api_doc/detect/visual.doctree and b/dev/attachments/.doctrees/api_doc/detect/visual.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/edge/canny.doctree b/dev/attachments/.doctrees/api_doc/edge/canny.doctree index 6fc85139ea6c8285048725797b9724ef310e4271..4df2c3dd34d447acd30423d71bd9389fd756e5dc 100644 Binary files a/dev/attachments/.doctrees/api_doc/edge/canny.doctree and b/dev/attachments/.doctrees/api_doc/edge/canny.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/edge/index.doctree b/dev/attachments/.doctrees/api_doc/edge/index.doctree index cc92a6a5c654f353e6fd932542bcf900e6f713fd..d6e08725a8e68700720c10987184f08eb70aaf61 100644 Binary files a/dev/attachments/.doctrees/api_doc/edge/index.doctree and b/dev/attachments/.doctrees/api_doc/edge/index.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/edge/lineart.doctree b/dev/attachments/.doctrees/api_doc/edge/lineart.doctree index b856d8bc1024a4ad8f8a89a907be59ffbd9e0fa8..176c388cd72696019423cd9551d17c87ba3baf0e 100644 Binary files a/dev/attachments/.doctrees/api_doc/edge/lineart.doctree and b/dev/attachments/.doctrees/api_doc/edge/lineart.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/edge/lineart_anime.doctree b/dev/attachments/.doctrees/api_doc/edge/lineart_anime.doctree index 77ae2c7a5ec6cad656328cdee6f842a013f6c678..025c1918109bdb6a53c9810587b883aa607f4d89 100644 Binary files a/dev/attachments/.doctrees/api_doc/edge/lineart_anime.doctree and b/dev/attachments/.doctrees/api_doc/edge/lineart_anime.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/generic/attachment.doctree b/dev/attachments/.doctrees/api_doc/generic/attachment.doctree index f67afce2c2d72af35be4549b4eca6d9cc34f5d77..03d66b94b27957890a0a69689f32c875c5d3d792 100644 Binary files a/dev/attachments/.doctrees/api_doc/generic/attachment.doctree and b/dev/attachments/.doctrees/api_doc/generic/attachment.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/generic/classify.doctree b/dev/attachments/.doctrees/api_doc/generic/classify.doctree index ff6178e48c5ae5f0183e4b94be388737971c8bf9..2fcd193d46a6592f1f5b5ee7e4e4eead0e556091 100644 Binary files a/dev/attachments/.doctrees/api_doc/generic/classify.doctree and b/dev/attachments/.doctrees/api_doc/generic/classify.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/generic/clip.doctree b/dev/attachments/.doctrees/api_doc/generic/clip.doctree index 6f7d314c577b20cc383de2f7af35507ac21d9914..1ff7be4d4f5dc7d7036d966ddd323d3d0cc78164 100644 Binary files a/dev/attachments/.doctrees/api_doc/generic/clip.doctree and b/dev/attachments/.doctrees/api_doc/generic/clip.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/generic/enhance.doctree b/dev/attachments/.doctrees/api_doc/generic/enhance.doctree index 869680dedd0bdf36a41c21f6d0489c019ff5761d..f5f21de3db8bd5438fa258e0e661ccfe4f732874 100644 Binary files a/dev/attachments/.doctrees/api_doc/generic/enhance.doctree and b/dev/attachments/.doctrees/api_doc/generic/enhance.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/generic/index.doctree b/dev/attachments/.doctrees/api_doc/generic/index.doctree index d58a7ae6128d6f6e772e1136bb82786621343821..c7ef094ed8d876f870a438e6ea01ce0275b3217c 100644 Binary files a/dev/attachments/.doctrees/api_doc/generic/index.doctree and b/dev/attachments/.doctrees/api_doc/generic/index.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/generic/siglip.doctree b/dev/attachments/.doctrees/api_doc/generic/siglip.doctree index e960826851f12aba7a163ac6237b49459be68709..71cc9693a8c1ac16d43a6592054a8a883c621062 100644 Binary files a/dev/attachments/.doctrees/api_doc/generic/siglip.doctree and b/dev/attachments/.doctrees/api_doc/generic/siglip.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/generic/yolo.doctree b/dev/attachments/.doctrees/api_doc/generic/yolo.doctree index be3027a41f73abe8911dd896284df2f60ebdb868..9aea081460f67765543a625ec602adf333499d7c 100644 Binary files a/dev/attachments/.doctrees/api_doc/generic/yolo.doctree and b/dev/attachments/.doctrees/api_doc/generic/yolo.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/metadata/geninfo.doctree b/dev/attachments/.doctrees/api_doc/metadata/geninfo.doctree index d4fb7ecd60c775c9247e34caf15cbea93ed9d818..a703fdf3fe58067c55fe50c856f5e30a271a74cf 100644 Binary files a/dev/attachments/.doctrees/api_doc/metadata/geninfo.doctree and b/dev/attachments/.doctrees/api_doc/metadata/geninfo.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/metadata/index.doctree b/dev/attachments/.doctrees/api_doc/metadata/index.doctree index 5f834a3fca8b53830567321c7a6e4ceea2d47a4a..ba396b1f4ae7689696d77ced5142c44882200e52 100644 Binary files a/dev/attachments/.doctrees/api_doc/metadata/index.doctree and b/dev/attachments/.doctrees/api_doc/metadata/index.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/metadata/lsb.doctree b/dev/attachments/.doctrees/api_doc/metadata/lsb.doctree index a08bc7b57341ae93750c323fa529ceb212c2a3af..e6d9a5e2b718109c25165cf926e33498e288d5a0 100644 Binary files a/dev/attachments/.doctrees/api_doc/metadata/lsb.doctree and b/dev/attachments/.doctrees/api_doc/metadata/lsb.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/metrics/aesthetic.doctree b/dev/attachments/.doctrees/api_doc/metrics/aesthetic.doctree index 5fb41e8bcc4191a8128d9bc85e23e16563f838ba..deb0ca857a288c4db447ed5beb355d37bc82730b 100644 Binary files a/dev/attachments/.doctrees/api_doc/metrics/aesthetic.doctree and b/dev/attachments/.doctrees/api_doc/metrics/aesthetic.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/metrics/ccip.doctree b/dev/attachments/.doctrees/api_doc/metrics/ccip.doctree index 9356a6832f5470fc886227808ff4c7d261cdb6b0..3aead3bc0f9723b5ff74a87abad0d6b3d661104a 100644 Binary files a/dev/attachments/.doctrees/api_doc/metrics/ccip.doctree and b/dev/attachments/.doctrees/api_doc/metrics/ccip.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/metrics/dbaesthetic.doctree b/dev/attachments/.doctrees/api_doc/metrics/dbaesthetic.doctree index 8acb8b048202b4d5ed7b686860f92a50742d7707..abfcc46093ea1cef2233461c8bca7ff0ff50a72b 100644 Binary files a/dev/attachments/.doctrees/api_doc/metrics/dbaesthetic.doctree and b/dev/attachments/.doctrees/api_doc/metrics/dbaesthetic.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/metrics/index.doctree b/dev/attachments/.doctrees/api_doc/metrics/index.doctree index dc49384c94775b5c2e99102046a4bf2aced84935..4405aedffac4bbaa9f0ccccbbd5e5190e06ed450 100644 Binary files a/dev/attachments/.doctrees/api_doc/metrics/index.doctree and b/dev/attachments/.doctrees/api_doc/metrics/index.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/metrics/laplacian.doctree b/dev/attachments/.doctrees/api_doc/metrics/laplacian.doctree index 8ddf6bb8df8345deb5a4280d3cbab3c4a108f1bb..e857137b8587464a2a61dd65f48c0157112f77d4 100644 Binary files a/dev/attachments/.doctrees/api_doc/metrics/laplacian.doctree and b/dev/attachments/.doctrees/api_doc/metrics/laplacian.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/metrics/lpips.doctree b/dev/attachments/.doctrees/api_doc/metrics/lpips.doctree index f39fefdcb60bf3c299814ad0514e75bbb11043ae..372610609c6edc02877877dfd806de360633e86f 100644 Binary files a/dev/attachments/.doctrees/api_doc/metrics/lpips.doctree and b/dev/attachments/.doctrees/api_doc/metrics/lpips.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/metrics/psnr_.doctree b/dev/attachments/.doctrees/api_doc/metrics/psnr_.doctree index 7bceae2fc2c6f0dfa651df3318e6142b996a26e4..b3a5a2379a2a33d3bbf34147b5863f9e46f15427 100644 Binary files a/dev/attachments/.doctrees/api_doc/metrics/psnr_.doctree and b/dev/attachments/.doctrees/api_doc/metrics/psnr_.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/ocr/index.doctree b/dev/attachments/.doctrees/api_doc/ocr/index.doctree index 1697f29f831a4b2a8c6897f50c12abec2fef9b49..fa3862b034e45557f747a1c1ca2a89c7bea04f94 100644 Binary files a/dev/attachments/.doctrees/api_doc/ocr/index.doctree and b/dev/attachments/.doctrees/api_doc/ocr/index.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/operate/align.doctree b/dev/attachments/.doctrees/api_doc/operate/align.doctree index 36c65cd6754d25e6ff23001f0481283263c5a94f..d760bc6f7fa6671e61798e345edb0c5aa5ba05b2 100644 Binary files a/dev/attachments/.doctrees/api_doc/operate/align.doctree and b/dev/attachments/.doctrees/api_doc/operate/align.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/operate/censor.doctree b/dev/attachments/.doctrees/api_doc/operate/censor.doctree index 0376c70ec3a3a0302ffcba0c8bb4d07fa952ffd3..ca79976d39e94e08af7bbc1c88e051f27f1ec813 100644 Binary files a/dev/attachments/.doctrees/api_doc/operate/censor.doctree and b/dev/attachments/.doctrees/api_doc/operate/censor.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/operate/imgcensor.doctree b/dev/attachments/.doctrees/api_doc/operate/imgcensor.doctree index 56cafa0d47dc0704e0d74b37fda460ab658f4d32..3ff7ea35d54f31a2b4b5e10281431ef3d0d26eb6 100644 Binary files a/dev/attachments/.doctrees/api_doc/operate/imgcensor.doctree and b/dev/attachments/.doctrees/api_doc/operate/imgcensor.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/operate/index.doctree b/dev/attachments/.doctrees/api_doc/operate/index.doctree index edaaaf61c028e1638f5d8bff59648eb51a2a6f10..74460ae28eb5ff8d78b7374a58d21d501bf4c65f 100644 Binary files a/dev/attachments/.doctrees/api_doc/operate/index.doctree and b/dev/attachments/.doctrees/api_doc/operate/index.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/operate/squeeze.doctree b/dev/attachments/.doctrees/api_doc/operate/squeeze.doctree index 3e663feb94d159165caf26bf5334654dc9c2f0ff..3d59d2c43561cd47ba28d825b0db7fc51e84c069 100644 Binary files a/dev/attachments/.doctrees/api_doc/operate/squeeze.doctree and b/dev/attachments/.doctrees/api_doc/operate/squeeze.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/pose/dwpose.doctree b/dev/attachments/.doctrees/api_doc/pose/dwpose.doctree index 2d04b6f934027de1247dba072f30337056eb3195..79f1b521d7f753876dddd7cea5fe49443b6acd0f 100644 Binary files a/dev/attachments/.doctrees/api_doc/pose/dwpose.doctree and b/dev/attachments/.doctrees/api_doc/pose/dwpose.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/pose/format.doctree b/dev/attachments/.doctrees/api_doc/pose/format.doctree index 671e2dc6637585586ba5986de0dc0fb9f260b2c4..001040ff9c7ab6ee8364877798a5912f58cd0df7 100644 Binary files a/dev/attachments/.doctrees/api_doc/pose/format.doctree and b/dev/attachments/.doctrees/api_doc/pose/format.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/pose/index.doctree b/dev/attachments/.doctrees/api_doc/pose/index.doctree index 808e490819ea20569aea1fa495b0c2bd8efdc9b9..fe5e678d201ff3058fee85d2b0df7294c088a3bd 100644 Binary files a/dev/attachments/.doctrees/api_doc/pose/index.doctree and b/dev/attachments/.doctrees/api_doc/pose/index.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/pose/visual.doctree b/dev/attachments/.doctrees/api_doc/pose/visual.doctree index 0dbe192a7574609faa7256f514f4ef78fd8bef01..6ec528089c3dbf65a57e89e4028da9d342554bc6 100644 Binary files a/dev/attachments/.doctrees/api_doc/pose/visual.doctree and b/dev/attachments/.doctrees/api_doc/pose/visual.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/preprocess/base.doctree b/dev/attachments/.doctrees/api_doc/preprocess/base.doctree index 974bc3742136a4b2d0eda1599fcb4e7507ecbcc8..266bd0294ca9980665d9f04965dfea04a2dac530 100644 Binary files a/dev/attachments/.doctrees/api_doc/preprocess/base.doctree and b/dev/attachments/.doctrees/api_doc/preprocess/base.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/preprocess/index.doctree b/dev/attachments/.doctrees/api_doc/preprocess/index.doctree index 52b2e4588c2e107e10a44cca8d32decf972db471..6f50b4492309f8a3530a7180da0a160049e35c6e 100644 Binary files a/dev/attachments/.doctrees/api_doc/preprocess/index.doctree and b/dev/attachments/.doctrees/api_doc/preprocess/index.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/preprocess/pillow.doctree b/dev/attachments/.doctrees/api_doc/preprocess/pillow.doctree index 87f5683ed82a9605c975c3b240a9804f25aae1aa..d9c30d1684dc598f2397855c33dbeaa8c9e082be 100644 Binary files a/dev/attachments/.doctrees/api_doc/preprocess/pillow.doctree and b/dev/attachments/.doctrees/api_doc/preprocess/pillow.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/preprocess/torchvision.doctree b/dev/attachments/.doctrees/api_doc/preprocess/torchvision.doctree index a39c786ccd7a5bf9f56005df5f78861e9d632920..a53425c4b547f1f0b2a83a8826eea221dec45d07 100644 Binary files a/dev/attachments/.doctrees/api_doc/preprocess/torchvision.doctree and b/dev/attachments/.doctrees/api_doc/preprocess/torchvision.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/preprocess/transformers.doctree b/dev/attachments/.doctrees/api_doc/preprocess/transformers.doctree index 749e9d9cd280da6ec1fd4cfaa445850e1166ceb4..e0a9b9f356804f726abdcff4943cc8ee75d477ca 100644 Binary files a/dev/attachments/.doctrees/api_doc/preprocess/transformers.doctree and b/dev/attachments/.doctrees/api_doc/preprocess/transformers.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/resource/background.doctree b/dev/attachments/.doctrees/api_doc/resource/background.doctree index 4801e077e2f16f23060e1e2b05e1b80f966a0d32..45b1d20bc24ebb265ef9d6fe51dcce7e90e7d712 100644 Binary files a/dev/attachments/.doctrees/api_doc/resource/background.doctree and b/dev/attachments/.doctrees/api_doc/resource/background.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/resource/index.doctree b/dev/attachments/.doctrees/api_doc/resource/index.doctree index ab303d1541e3b3b42346d0e4f35216b4f6bb1fe6..e59fcd3381673dda8b34a14b96c3cf90ccdc7ada 100644 Binary files a/dev/attachments/.doctrees/api_doc/resource/index.doctree and b/dev/attachments/.doctrees/api_doc/resource/index.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/restore/adversarial.doctree b/dev/attachments/.doctrees/api_doc/restore/adversarial.doctree index 08e8f3184a440c932cf87cb5a3bd222aba959f33..4be47b0ed3911c40a27223555ed5f7e2de4a97f7 100644 Binary files a/dev/attachments/.doctrees/api_doc/restore/adversarial.doctree and b/dev/attachments/.doctrees/api_doc/restore/adversarial.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/restore/index.doctree b/dev/attachments/.doctrees/api_doc/restore/index.doctree index 2b87756b1e03274d8d99a1fb268c816479f345c3..50d0783aa44bcc039c54b224b9c425209254f6fe 100644 Binary files a/dev/attachments/.doctrees/api_doc/restore/index.doctree and b/dev/attachments/.doctrees/api_doc/restore/index.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/restore/nafnet.doctree b/dev/attachments/.doctrees/api_doc/restore/nafnet.doctree index 69f1bd0110349aabbaf02e6134815364f52d4a03..9a0a26d02436776e348ea42d3dd6ee8d48264adf 100644 Binary files a/dev/attachments/.doctrees/api_doc/restore/nafnet.doctree and b/dev/attachments/.doctrees/api_doc/restore/nafnet.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/restore/scunet.doctree b/dev/attachments/.doctrees/api_doc/restore/scunet.doctree index 418cc53d254484917b1720df44b7f19c1deafe0e..8d1f8f629cfb712e5415b9404847427ced4d4794 100644 Binary files a/dev/attachments/.doctrees/api_doc/restore/scunet.doctree and b/dev/attachments/.doctrees/api_doc/restore/scunet.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/sd/index.doctree b/dev/attachments/.doctrees/api_doc/sd/index.doctree index ca9fcd3f94b4b458b8df211f8cff7becbfa19984..2841ab702419d149f74267a1ad5fec917c1520b3 100644 Binary files a/dev/attachments/.doctrees/api_doc/sd/index.doctree and b/dev/attachments/.doctrees/api_doc/sd/index.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/sd/metadata.doctree b/dev/attachments/.doctrees/api_doc/sd/metadata.doctree index f525b2cf796b54101a235a30b073d6f2cc0ca3c1..8e685cb1947219d2011a8785cd5604bf4e969449 100644 Binary files a/dev/attachments/.doctrees/api_doc/sd/metadata.doctree and b/dev/attachments/.doctrees/api_doc/sd/metadata.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/sd/model.doctree b/dev/attachments/.doctrees/api_doc/sd/model.doctree index ef582e4f3a2b4af5ee7ffcbe9674a6ca0cee107b..1d9b38d3eeb961b7785abb50731afbc84345e14a 100644 Binary files a/dev/attachments/.doctrees/api_doc/sd/model.doctree and b/dev/attachments/.doctrees/api_doc/sd/model.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/sd/nai.doctree b/dev/attachments/.doctrees/api_doc/sd/nai.doctree index 2cc645986b913663fb9f1297ff60a9e58af52ef9..b255379c44bd0d4467d48b9a8e1a6eff163042cd 100644 Binary files a/dev/attachments/.doctrees/api_doc/sd/nai.doctree and b/dev/attachments/.doctrees/api_doc/sd/nai.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/segment/index.doctree b/dev/attachments/.doctrees/api_doc/segment/index.doctree index 4a4ceea24b25cb500f6d431f5087f7b2672735ac..df759edddc4d6bba5e1b033fea21e238451660fb 100644 Binary files a/dev/attachments/.doctrees/api_doc/segment/index.doctree and b/dev/attachments/.doctrees/api_doc/segment/index.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/segment/isnetis.doctree b/dev/attachments/.doctrees/api_doc/segment/isnetis.doctree index c4334d48c60ef0a58ee7c4be2289416684ac0bcd..3ff4560331855124b066c194f020a1eaf8f76f8c 100644 Binary files a/dev/attachments/.doctrees/api_doc/segment/isnetis.doctree and b/dev/attachments/.doctrees/api_doc/segment/isnetis.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/tagging/blacklist.doctree b/dev/attachments/.doctrees/api_doc/tagging/blacklist.doctree index d0cbc823b24dd723129feabd6fd9bdd25ed8f3a7..ad704054fe357dc6456edae0786292b39408d4e3 100644 Binary files a/dev/attachments/.doctrees/api_doc/tagging/blacklist.doctree and b/dev/attachments/.doctrees/api_doc/tagging/blacklist.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/tagging/character.doctree b/dev/attachments/.doctrees/api_doc/tagging/character.doctree index 5f20fa268951f28098ee2d518530ec46e8514d47..547eae72420eb74dbadbef446e2292e22c0a6e67 100644 Binary files a/dev/attachments/.doctrees/api_doc/tagging/character.doctree and b/dev/attachments/.doctrees/api_doc/tagging/character.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/tagging/deepdanbooru.doctree b/dev/attachments/.doctrees/api_doc/tagging/deepdanbooru.doctree index 2af5c86a5a9ca0bcb2235c28cf3eae503d7dd160..b32019893fd3d2c1462a855654da6dde55d57700 100644 Binary files a/dev/attachments/.doctrees/api_doc/tagging/deepdanbooru.doctree and b/dev/attachments/.doctrees/api_doc/tagging/deepdanbooru.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/tagging/deepgelbooru.doctree b/dev/attachments/.doctrees/api_doc/tagging/deepgelbooru.doctree index 9dc1cfd562e6acd73d9a985931b9e0fdb6a312c9..289a733d17876cc2fc7580569634555ecd71efbd 100644 Binary files a/dev/attachments/.doctrees/api_doc/tagging/deepgelbooru.doctree and b/dev/attachments/.doctrees/api_doc/tagging/deepgelbooru.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/tagging/format.doctree b/dev/attachments/.doctrees/api_doc/tagging/format.doctree index 870c48a9ac92caad0f1036d1f2c96dfc29a49da4..0c93f0f237887218930383f6b21c121002be9a24 100644 Binary files a/dev/attachments/.doctrees/api_doc/tagging/format.doctree and b/dev/attachments/.doctrees/api_doc/tagging/format.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/tagging/index.doctree b/dev/attachments/.doctrees/api_doc/tagging/index.doctree index d44f976122ee864618c9cddfa6ed0683142b233b..a639950a645257a5af95098e87880bd147812eab 100644 Binary files a/dev/attachments/.doctrees/api_doc/tagging/index.doctree and b/dev/attachments/.doctrees/api_doc/tagging/index.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/tagging/match.doctree b/dev/attachments/.doctrees/api_doc/tagging/match.doctree index 027da98657bc8f6477617c71dcd65cbe0183c127..c4e32995f351b78737517b882f8e54de82e64472 100644 Binary files a/dev/attachments/.doctrees/api_doc/tagging/match.doctree and b/dev/attachments/.doctrees/api_doc/tagging/match.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/tagging/mldanbooru.doctree b/dev/attachments/.doctrees/api_doc/tagging/mldanbooru.doctree index b6311ece7811b3bad0c33e34ace7da5b4289588c..0f7ce61671a43def639e3a99dddf32dc960d8ac5 100644 Binary files a/dev/attachments/.doctrees/api_doc/tagging/mldanbooru.doctree and b/dev/attachments/.doctrees/api_doc/tagging/mldanbooru.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/tagging/order.doctree b/dev/attachments/.doctrees/api_doc/tagging/order.doctree index a95397550155a2bc8d34cdad5436f8481cb4f0e1..a5818fade4470de7e5abdc0e6d89a94c518775d4 100644 Binary files a/dev/attachments/.doctrees/api_doc/tagging/order.doctree and b/dev/attachments/.doctrees/api_doc/tagging/order.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/tagging/overlap.doctree b/dev/attachments/.doctrees/api_doc/tagging/overlap.doctree index 7e77bc4b7b609a2c2449b4c28f5e550df22a456f..cac59aa7dbe9ef396bba9396d5a4f85f75b07325 100644 Binary files a/dev/attachments/.doctrees/api_doc/tagging/overlap.doctree and b/dev/attachments/.doctrees/api_doc/tagging/overlap.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/tagging/wd14.doctree b/dev/attachments/.doctrees/api_doc/tagging/wd14.doctree index fc707d86bfbe4a5c6e3c6f425c40ab2209564a9c..222f609512ef3444032c9d715f253ce5f6506ced 100644 Binary files a/dev/attachments/.doctrees/api_doc/tagging/wd14.doctree and b/dev/attachments/.doctrees/api_doc/tagging/wd14.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/upscale/cdc.doctree b/dev/attachments/.doctrees/api_doc/upscale/cdc.doctree index 05486935002c8808cfb09123454d62e5879986db..3e877901f9ccafa4a569212fb2ff5e088036e64c 100644 Binary files a/dev/attachments/.doctrees/api_doc/upscale/cdc.doctree and b/dev/attachments/.doctrees/api_doc/upscale/cdc.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/upscale/index.doctree b/dev/attachments/.doctrees/api_doc/upscale/index.doctree index bee7c8ad521f0b2915a241f4759a8dbf29a322e6..fb3e01342b34b5f0c0fd079dd62b9d9eb6f1320c 100644 Binary files a/dev/attachments/.doctrees/api_doc/upscale/index.doctree and b/dev/attachments/.doctrees/api_doc/upscale/index.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/utils/cache.doctree b/dev/attachments/.doctrees/api_doc/utils/cache.doctree index 7e370f8002031f186ec36ff01e7078cd58256cf4..7571cf98589754fa72c305348d53b3088e50cbd6 100644 Binary files a/dev/attachments/.doctrees/api_doc/utils/cache.doctree and b/dev/attachments/.doctrees/api_doc/utils/cache.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/utils/func.doctree b/dev/attachments/.doctrees/api_doc/utils/func.doctree index 2ea406e94105497ffeff85c3d9f94301e6ffe9d0..3c4ea7b9063c78bc0126ee26281569b06c9583c2 100644 Binary files a/dev/attachments/.doctrees/api_doc/utils/func.doctree and b/dev/attachments/.doctrees/api_doc/utils/func.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/utils/index.doctree b/dev/attachments/.doctrees/api_doc/utils/index.doctree index 243c134768bcee210646420ae68f35cff18ae363..c7e9f83d8ad1ae008bce269bda85cb15e6917144 100644 Binary files a/dev/attachments/.doctrees/api_doc/utils/index.doctree and b/dev/attachments/.doctrees/api_doc/utils/index.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/utils/onnxruntime.doctree b/dev/attachments/.doctrees/api_doc/utils/onnxruntime.doctree index 4fbd9ba4140b960e78baadb6ce44ae9acb7a7082..42e4fe84bafcdd33d9d30ab46e48ae1de01d4a0e 100644 Binary files a/dev/attachments/.doctrees/api_doc/utils/onnxruntime.doctree and b/dev/attachments/.doctrees/api_doc/utils/onnxruntime.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/validate/aicheck.doctree b/dev/attachments/.doctrees/api_doc/validate/aicheck.doctree index 2171422dea3cf452081d65613eee096e63901468..1e963e0b0ca86b24a11687fa80e75c56a77970d9 100644 Binary files a/dev/attachments/.doctrees/api_doc/validate/aicheck.doctree and b/dev/attachments/.doctrees/api_doc/validate/aicheck.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/validate/bangumi_char.doctree b/dev/attachments/.doctrees/api_doc/validate/bangumi_char.doctree index 49532224356ddf00be03c5ba33d5591aa8be0278..814d5e14cabde371dfac64739e2f516fcd7f22ba 100644 Binary files a/dev/attachments/.doctrees/api_doc/validate/bangumi_char.doctree and b/dev/attachments/.doctrees/api_doc/validate/bangumi_char.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/validate/classify.doctree b/dev/attachments/.doctrees/api_doc/validate/classify.doctree index 70a3e3ace48813d0c79606c47e914a49b62bb358..6fa5869ca50b22d5ef8a353212181659ac7732b3 100644 Binary files a/dev/attachments/.doctrees/api_doc/validate/classify.doctree and b/dev/attachments/.doctrees/api_doc/validate/classify.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/validate/color.doctree b/dev/attachments/.doctrees/api_doc/validate/color.doctree index f46badb5a110de34ebf551a98e34a88758ab6e4b..65786475f34ff682d3805d72ce9e4d02e644b07d 100644 Binary files a/dev/attachments/.doctrees/api_doc/validate/color.doctree and b/dev/attachments/.doctrees/api_doc/validate/color.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/validate/completeness.doctree b/dev/attachments/.doctrees/api_doc/validate/completeness.doctree index 7d337cb33f2bc6354180098ef4a9d679f441774f..c93b2a636cbc7bd64193e8ef673cd2809b3af8a9 100644 Binary files a/dev/attachments/.doctrees/api_doc/validate/completeness.doctree and b/dev/attachments/.doctrees/api_doc/validate/completeness.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/validate/dbrating.doctree b/dev/attachments/.doctrees/api_doc/validate/dbrating.doctree index c4e9be8e6b52ab3eadc357e555ececcb1c022795..bd037ba18c35e03f240502b4fcc4c5deb951aed5 100644 Binary files a/dev/attachments/.doctrees/api_doc/validate/dbrating.doctree and b/dev/attachments/.doctrees/api_doc/validate/dbrating.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/validate/furry.doctree b/dev/attachments/.doctrees/api_doc/validate/furry.doctree index 50e465f2987afd020b67b35d791d89fde483a4f0..a66e0939534ec007b53cfd24c68e65bfe7b73953 100644 Binary files a/dev/attachments/.doctrees/api_doc/validate/furry.doctree and b/dev/attachments/.doctrees/api_doc/validate/furry.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/validate/index.doctree b/dev/attachments/.doctrees/api_doc/validate/index.doctree index f884e6a06187f3e57efc4422f8954cb739d44891..ec9c6296ab1a29af3bc29875b9fcb472048d4612 100644 Binary files a/dev/attachments/.doctrees/api_doc/validate/index.doctree and b/dev/attachments/.doctrees/api_doc/validate/index.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/validate/monochrome.doctree b/dev/attachments/.doctrees/api_doc/validate/monochrome.doctree index 96dba56f7e74a9603338a63508be8d33774bab20..66459815d35e107aeb1d6785304ae39da58b84d6 100644 Binary files a/dev/attachments/.doctrees/api_doc/validate/monochrome.doctree and b/dev/attachments/.doctrees/api_doc/validate/monochrome.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/validate/nsfw.doctree b/dev/attachments/.doctrees/api_doc/validate/nsfw.doctree index 92a5daf7aac599318538b131c47727b2f01f59a7..5e429b05371252ba1488546079a62d25bc5c7345 100644 Binary files a/dev/attachments/.doctrees/api_doc/validate/nsfw.doctree and b/dev/attachments/.doctrees/api_doc/validate/nsfw.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/validate/portrait.doctree b/dev/attachments/.doctrees/api_doc/validate/portrait.doctree index d73e86e956bc471291bd15172b323a9d41b58bbf..3a220fe535689957e1cea41a52dc12fea87e0aa7 100644 Binary files a/dev/attachments/.doctrees/api_doc/validate/portrait.doctree and b/dev/attachments/.doctrees/api_doc/validate/portrait.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/validate/rating.doctree b/dev/attachments/.doctrees/api_doc/validate/rating.doctree index 0ad0664cf82d798e3129b2cb7254480583fb44a3..e89585218bc2a088f893e6789ec52640db754557 100644 Binary files a/dev/attachments/.doctrees/api_doc/validate/rating.doctree and b/dev/attachments/.doctrees/api_doc/validate/rating.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/validate/real.doctree b/dev/attachments/.doctrees/api_doc/validate/real.doctree index b6ad7db81a5005b3b716be777fbaddbde22353c3..e8973a33542a9cb4af53a80e8d57729607e83dd0 100644 Binary files a/dev/attachments/.doctrees/api_doc/validate/real.doctree and b/dev/attachments/.doctrees/api_doc/validate/real.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/validate/safe.doctree b/dev/attachments/.doctrees/api_doc/validate/safe.doctree index b15f30b8d37abbab4ea18b99f46354b2165ea592..7f630187ab3507ef1bb604a0322e488733f9a037 100644 Binary files a/dev/attachments/.doctrees/api_doc/validate/safe.doctree and b/dev/attachments/.doctrees/api_doc/validate/safe.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/validate/style_age.doctree b/dev/attachments/.doctrees/api_doc/validate/style_age.doctree index 75be45fcefc58e76bb515027b16fce9ff1d30840..3a6375e01713d7f9dcf2e8d2c9d778acff031a9d 100644 Binary files a/dev/attachments/.doctrees/api_doc/validate/style_age.doctree and b/dev/attachments/.doctrees/api_doc/validate/style_age.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/validate/teen.doctree b/dev/attachments/.doctrees/api_doc/validate/teen.doctree index c4edfc7006aeae5d704d3f77af49b905ad7e6162..6e45e8055ad273e1a2d62544b2c553b4b54fec5d 100644 Binary files a/dev/attachments/.doctrees/api_doc/validate/teen.doctree and b/dev/attachments/.doctrees/api_doc/validate/teen.doctree differ diff --git a/dev/attachments/.doctrees/api_doc/validate/truncate.doctree b/dev/attachments/.doctrees/api_doc/validate/truncate.doctree index 5e7a15e34e6a9718501f221469b21b67a1665ee8..55f358d9de628ae5c5718f6f673c6cd14848acab 100644 Binary files a/dev/attachments/.doctrees/api_doc/validate/truncate.doctree and b/dev/attachments/.doctrees/api_doc/validate/truncate.doctree differ diff --git a/dev/attachments/.doctrees/environment.pickle b/dev/attachments/.doctrees/environment.pickle index 5d6ae8d62215ff28ed6b81ce24a34f071d817dae..f5b5a29a42badde09d0854ef101600f657a38425 100644 Binary files a/dev/attachments/.doctrees/environment.pickle and b/dev/attachments/.doctrees/environment.pickle differ diff --git a/dev/attachments/.doctrees/index.doctree b/dev/attachments/.doctrees/index.doctree index 91e5931c4aa9dcf7488d50781950153edcce964f..7f1c635c63d4ed30f2e45dee1306ab73db741f26 100644 Binary files a/dev/attachments/.doctrees/index.doctree and b/dev/attachments/.doctrees/index.doctree differ diff --git a/dev/attachments/.doctrees/information/environment.doctree b/dev/attachments/.doctrees/information/environment.doctree index d00df62ea4b1dfa486ade8053047c3248a503a7e..da97ba6e92358063ee2b94ec96a115b6733442d7 100644 Binary files a/dev/attachments/.doctrees/information/environment.doctree and b/dev/attachments/.doctrees/information/environment.doctree differ diff --git a/dev/attachments/.doctrees/information/environment.result.doctree b/dev/attachments/.doctrees/information/environment.result.doctree index d221b1605182680f002aae887a30cb439ff03a1b..a5488e0d3a142dc27f49b05fd153b520bcb51c54 100644 Binary files a/dev/attachments/.doctrees/information/environment.result.doctree and b/dev/attachments/.doctrees/information/environment.result.doctree differ diff --git a/dev/attachments/.doctrees/nbsphinx/information/environment.ipynb b/dev/attachments/.doctrees/nbsphinx/information/environment.ipynb index 6f051659d0f79052563f8afec497487908b76422..3c690a528406ec14e5697180c1647f2b8eb93856 100644 --- a/dev/attachments/.doctrees/nbsphinx/information/environment.ipynb +++ b/dev/attachments/.doctrees/nbsphinx/information/environment.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:13:24.075945Z", - "iopub.status.busy": "2025-03-26T11:13:24.075469Z", - "iopub.status.idle": "2025-03-26T11:13:25.237784Z", - "shell.execute_reply": "2025-03-26T11:13:25.237023Z" + "iopub.execute_input": "2025-03-26T12:58:37.187793Z", + "iopub.status.busy": "2025-03-26T12:58:37.187240Z", + "iopub.status.idle": "2025-03-26T12:58:38.346704Z", + "shell.execute_reply": "2025-03-26T12:58:38.345934Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3248.87525 MHz\n", + "CPU Freq: 3101.44025 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/dev/attachments/.doctrees/nbsphinx/information/environment.result.ipynb b/dev/attachments/.doctrees/nbsphinx/information/environment.result.ipynb index 2c5e7aac82065be8eaa7903c9333da2c5395829e..b183cf24791c753b2c8e59252277bb2b4336b0a6 100644 --- a/dev/attachments/.doctrees/nbsphinx/information/environment.result.ipynb +++ b/dev/attachments/.doctrees/nbsphinx/information/environment.result.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:10:15.368405Z", - "iopub.status.busy": "2025-03-26T11:10:15.368194Z", - "iopub.status.idle": "2025-03-26T11:10:16.536055Z", - "shell.execute_reply": "2025-03-26T11:10:16.535368Z" + "iopub.execute_input": "2025-03-26T12:55:29.853843Z", + "iopub.status.busy": "2025-03-26T12:55:29.853638Z", + "iopub.status.idle": "2025-03-26T12:55:31.026116Z", + "shell.execute_reply": "2025-03-26T12:55:31.025303Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3032.3804999999998 MHz\n", + "CPU Freq: 3112.9610000000002 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/dev/attachments/.doctrees/tutorials/installation/index.doctree b/dev/attachments/.doctrees/tutorials/installation/index.doctree index e808ad85d2890da8c91c464d3d950251f537a339..6b564b03c5c5622feb6ab22d7ea0b1df554297c6 100644 Binary files a/dev/attachments/.doctrees/tutorials/installation/index.doctree and b/dev/attachments/.doctrees/tutorials/installation/index.doctree differ diff --git a/dev/attachments/.doctrees/tutorials/quick_start/index.doctree b/dev/attachments/.doctrees/tutorials/quick_start/index.doctree index 874bec5a5a603cb216a5bb47b7d8786c1b3cd35d..91e9f81967223227bc40cfccecfda6d32826655c 100644 Binary files a/dev/attachments/.doctrees/tutorials/quick_start/index.doctree and b/dev/attachments/.doctrees/tutorials/quick_start/index.doctree differ diff --git a/dev/attachments/_sources/information/environment.result.ipynb.txt b/dev/attachments/_sources/information/environment.result.ipynb.txt index 2c5e7aac82065be8eaa7903c9333da2c5395829e..b183cf24791c753b2c8e59252277bb2b4336b0a6 100644 --- a/dev/attachments/_sources/information/environment.result.ipynb.txt +++ b/dev/attachments/_sources/information/environment.result.ipynb.txt @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:10:15.368405Z", - "iopub.status.busy": "2025-03-26T11:10:15.368194Z", - "iopub.status.idle": "2025-03-26T11:10:16.536055Z", - "shell.execute_reply": "2025-03-26T11:10:16.535368Z" + "iopub.execute_input": "2025-03-26T12:55:29.853843Z", + "iopub.status.busy": "2025-03-26T12:55:29.853638Z", + "iopub.status.idle": "2025-03-26T12:55:31.026116Z", + "shell.execute_reply": "2025-03-26T12:55:31.025303Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3032.3804999999998 MHz\n", + "CPU Freq: 3112.9610000000002 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/dev/attachments/information/environment.html b/dev/attachments/information/environment.html index 16fff7c5c52bc3099e1fbb9208dfa6d22d406b14..4717e6fa0ef4814b888a043308543657da791863 100644 --- a/dev/attachments/information/environment.html +++ b/dev/attachments/information/environment.html @@ -139,7 +139,7 @@ OS: Linux-6.8.0-1021-azure-x86_64-with-glibc2.34 Python: CPython 3.8.18 CPU Brand: AMD EPYC 7763 64-Core Processor CPU Count: 4 -CPU Freq: 3248.87525 MHz +CPU Freq: 3101.44025 MHz Memory Size: 15.615 GiB Has CUDA: No diff --git a/dev/attachments/information/environment.ipynb b/dev/attachments/information/environment.ipynb index 6f051659d0f79052563f8afec497487908b76422..3c690a528406ec14e5697180c1647f2b8eb93856 100644 --- a/dev/attachments/information/environment.ipynb +++ b/dev/attachments/information/environment.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:13:24.075945Z", - "iopub.status.busy": "2025-03-26T11:13:24.075469Z", - "iopub.status.idle": "2025-03-26T11:13:25.237784Z", - "shell.execute_reply": "2025-03-26T11:13:25.237023Z" + "iopub.execute_input": "2025-03-26T12:58:37.187793Z", + "iopub.status.busy": "2025-03-26T12:58:37.187240Z", + "iopub.status.idle": "2025-03-26T12:58:38.346704Z", + "shell.execute_reply": "2025-03-26T12:58:38.345934Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3248.87525 MHz\n", + "CPU Freq: 3101.44025 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/dev/attachments/information/environment.result.html b/dev/attachments/information/environment.result.html index 1f85ec918eac86e1e0b08c7952d42ae30e5b6a6a..92cc34af604bc8794036c932ab9c8ee456eab597 100644 --- a/dev/attachments/information/environment.result.html +++ b/dev/attachments/information/environment.result.html @@ -141,7 +141,7 @@ OS: Linux-6.8.0-1021-azure-x86_64-with-glibc2.34 Python: CPython 3.8.18 CPU Brand: AMD EPYC 7763 64-Core Processor CPU Count: 4 -CPU Freq: 3032.3804999999998 MHz +CPU Freq: 3112.9610000000002 MHz Memory Size: 15.615 GiB Has CUDA: No diff --git a/dev/attachments/information/environment.result.ipynb b/dev/attachments/information/environment.result.ipynb index 2c5e7aac82065be8eaa7903c9333da2c5395829e..b183cf24791c753b2c8e59252277bb2b4336b0a6 100644 --- a/dev/attachments/information/environment.result.ipynb +++ b/dev/attachments/information/environment.result.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:10:15.368405Z", - "iopub.status.busy": "2025-03-26T11:10:15.368194Z", - "iopub.status.idle": "2025-03-26T11:10:16.536055Z", - "shell.execute_reply": "2025-03-26T11:10:16.535368Z" + "iopub.execute_input": "2025-03-26T12:55:29.853843Z", + "iopub.status.busy": "2025-03-26T12:55:29.853638Z", + "iopub.status.idle": "2025-03-26T12:55:31.026116Z", + "shell.execute_reply": "2025-03-26T12:55:31.025303Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3032.3804999999998 MHz\n", + "CPU Freq: 3112.9610000000002 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/dev/attachments/searchindex.js b/dev/attachments/searchindex.js index 2c96fe2958aca5fd2f453f08f2c8fba2d3cf14fd..a4107a4051c187646b35e590ea712ddd1d21fb4f 100644 --- a/dev/attachments/searchindex.js +++ b/dev/attachments/searchindex.js @@ -1 +1 @@ -Search.setIndex({"docnames": ["api_doc/ascii/drawing", "api_doc/ascii/index", "api_doc/config/index", "api_doc/config/meta", "api_doc/data/background", "api_doc/data/blob", "api_doc/data/decode", "api_doc/data/encode", "api_doc/data/image", "api_doc/data/index", "api_doc/data/layer", "api_doc/data/url", "api_doc/detect/booru_yolo", "api_doc/detect/censor", "api_doc/detect/eye", "api_doc/detect/face", "api_doc/detect/halfbody", "api_doc/detect/hand", "api_doc/detect/head", "api_doc/detect/index", "api_doc/detect/nudenet", "api_doc/detect/person", "api_doc/detect/similarity", "api_doc/detect/text", "api_doc/detect/visual", "api_doc/edge/canny", "api_doc/edge/index", "api_doc/edge/lineart", "api_doc/edge/lineart_anime", "api_doc/generic/attachment", "api_doc/generic/classify", "api_doc/generic/clip", "api_doc/generic/enhance", "api_doc/generic/index", "api_doc/generic/siglip", "api_doc/generic/yolo", "api_doc/metadata/geninfo", "api_doc/metadata/index", "api_doc/metadata/lsb", "api_doc/metrics/aesthetic", "api_doc/metrics/ccip", "api_doc/metrics/dbaesthetic", "api_doc/metrics/index", "api_doc/metrics/laplacian", "api_doc/metrics/lpips", "api_doc/metrics/psnr_", "api_doc/ocr/index", "api_doc/operate/align", "api_doc/operate/censor", "api_doc/operate/imgcensor", "api_doc/operate/index", "api_doc/operate/squeeze", "api_doc/pose/dwpose", "api_doc/pose/format", "api_doc/pose/index", "api_doc/pose/visual", "api_doc/preprocess/base", "api_doc/preprocess/index", "api_doc/preprocess/pillow", "api_doc/preprocess/torchvision", "api_doc/preprocess/transformers", "api_doc/resource/background", "api_doc/resource/index", "api_doc/restore/adversarial", "api_doc/restore/index", "api_doc/restore/nafnet", "api_doc/restore/scunet", "api_doc/sd/index", "api_doc/sd/metadata", "api_doc/sd/model", "api_doc/sd/nai", "api_doc/segment/index", "api_doc/segment/isnetis", "api_doc/tagging/blacklist", "api_doc/tagging/character", "api_doc/tagging/deepdanbooru", "api_doc/tagging/deepgelbooru", "api_doc/tagging/format", "api_doc/tagging/index", "api_doc/tagging/match", "api_doc/tagging/mldanbooru", "api_doc/tagging/order", "api_doc/tagging/overlap", "api_doc/tagging/wd14", "api_doc/upscale/cdc", "api_doc/upscale/index", "api_doc/utils/cache", "api_doc/utils/func", "api_doc/utils/index", "api_doc/utils/onnxruntime", "api_doc/validate/aicheck", "api_doc/validate/bangumi_char", "api_doc/validate/classify", "api_doc/validate/color", "api_doc/validate/completeness", "api_doc/validate/dbrating", "api_doc/validate/furry", "api_doc/validate/index", "api_doc/validate/monochrome", "api_doc/validate/nsfw", "api_doc/validate/portrait", "api_doc/validate/rating", "api_doc/validate/real", "api_doc/validate/safe", "api_doc/validate/style_age", "api_doc/validate/teen", "api_doc/validate/truncate", "index", "information/environment", "information/environment.result", "tutorials/installation/index", "tutorials/quick_start/index"], "filenames": ["api_doc/ascii/drawing.rst", "api_doc/ascii/index.rst", "api_doc/config/index.rst", "api_doc/config/meta.rst", "api_doc/data/background.rst", "api_doc/data/blob.rst", "api_doc/data/decode.rst", "api_doc/data/encode.rst", "api_doc/data/image.rst", "api_doc/data/index.rst", "api_doc/data/layer.rst", "api_doc/data/url.rst", "api_doc/detect/booru_yolo.rst", "api_doc/detect/censor.rst", "api_doc/detect/eye.rst", "api_doc/detect/face.rst", "api_doc/detect/halfbody.rst", "api_doc/detect/hand.rst", "api_doc/detect/head.rst", "api_doc/detect/index.rst", "api_doc/detect/nudenet.rst", "api_doc/detect/person.rst", "api_doc/detect/similarity.rst", "api_doc/detect/text.rst", "api_doc/detect/visual.rst", "api_doc/edge/canny.rst", "api_doc/edge/index.rst", "api_doc/edge/lineart.rst", "api_doc/edge/lineart_anime.rst", "api_doc/generic/attachment.rst", "api_doc/generic/classify.rst", "api_doc/generic/clip.rst", "api_doc/generic/enhance.rst", "api_doc/generic/index.rst", "api_doc/generic/siglip.rst", "api_doc/generic/yolo.rst", "api_doc/metadata/geninfo.rst", "api_doc/metadata/index.rst", "api_doc/metadata/lsb.rst", "api_doc/metrics/aesthetic.rst", "api_doc/metrics/ccip.rst", "api_doc/metrics/dbaesthetic.rst", "api_doc/metrics/index.rst", "api_doc/metrics/laplacian.rst", "api_doc/metrics/lpips.rst", "api_doc/metrics/psnr_.rst", "api_doc/ocr/index.rst", "api_doc/operate/align.rst", "api_doc/operate/censor.rst", "api_doc/operate/imgcensor.rst", "api_doc/operate/index.rst", "api_doc/operate/squeeze.rst", "api_doc/pose/dwpose.rst", "api_doc/pose/format.rst", "api_doc/pose/index.rst", "api_doc/pose/visual.rst", "api_doc/preprocess/base.rst", "api_doc/preprocess/index.rst", "api_doc/preprocess/pillow.rst", "api_doc/preprocess/torchvision.rst", "api_doc/preprocess/transformers.rst", "api_doc/resource/background.rst", "api_doc/resource/index.rst", "api_doc/restore/adversarial.rst", "api_doc/restore/index.rst", "api_doc/restore/nafnet.rst", "api_doc/restore/scunet.rst", "api_doc/sd/index.rst", "api_doc/sd/metadata.rst", "api_doc/sd/model.rst", "api_doc/sd/nai.rst", "api_doc/segment/index.rst", "api_doc/segment/isnetis.rst", "api_doc/tagging/blacklist.rst", "api_doc/tagging/character.rst", "api_doc/tagging/deepdanbooru.rst", "api_doc/tagging/deepgelbooru.rst", "api_doc/tagging/format.rst", "api_doc/tagging/index.rst", "api_doc/tagging/match.rst", "api_doc/tagging/mldanbooru.rst", "api_doc/tagging/order.rst", "api_doc/tagging/overlap.rst", "api_doc/tagging/wd14.rst", "api_doc/upscale/cdc.rst", "api_doc/upscale/index.rst", "api_doc/utils/cache.rst", "api_doc/utils/func.rst", "api_doc/utils/index.rst", "api_doc/utils/onnxruntime.rst", "api_doc/validate/aicheck.rst", "api_doc/validate/bangumi_char.rst", "api_doc/validate/classify.rst", "api_doc/validate/color.rst", "api_doc/validate/completeness.rst", "api_doc/validate/dbrating.rst", "api_doc/validate/furry.rst", "api_doc/validate/index.rst", "api_doc/validate/monochrome.rst", "api_doc/validate/nsfw.rst", "api_doc/validate/portrait.rst", "api_doc/validate/rating.rst", "api_doc/validate/real.rst", "api_doc/validate/safe.rst", "api_doc/validate/style_age.rst", "api_doc/validate/teen.rst", "api_doc/validate/truncate.rst", "index.rst", "information/environment.ipynb", "information/environment.result.ipynb", "tutorials/installation/index.rst", "tutorials/quick_start/index.rst"], "titles": ["imgutils.ascii.drawing", "imgutils.ascii", "imgutils.config", "imgutils.config.meta", "imgutils.data.background", "imgutils.data.blob", "imgutils.data.decode", "imgutils.data.encode", "imgutils.data.image", "imgutils.data", "imgutils.data.layer", "imgutils.data.url", "imgutils.detect.booru_yolo", "imgutils.detect.censor", "imgutils.detect.eye", "imgutils.detect.face", "imgutils.detect.halfbody", "imgutils.detect.hand", "imgutils.detect.head", "imgutils.detect", "imgutils.detect.nudenet", "imgutils.detect.person", "imgutils.detect.similarity", "imgutils.detect.text", "imgutils.detect.visual", "imgutils.edge.canny", "imgutils.edge", "imgutils.edge.lineart", "imgutils.edge.lineart_anime", "imgutils.generic.attachment", "imgutils.generic.classify", "imgutils.generic.clip", "imgutils.generic.enhance", "imgutils.generic", "imgutils.generic.siglip", "imgutils.generic.yolo", "imgutils.metadata.geninfo", "imgutils.metadata", "imgutils.metadata.lsb", "imgutils.metrics.aesthetic", "imgutils.metrics.ccip", "imgutils.metrics.dbaesthetic", "imgutils.metrics", "imgutils.metrics.laplacian", "imgutils.metrics.lpips", "imgutils.metrics.psnr_", "imgutils.ocr", "imgutils.operate.align", "imgutils.operate.censor_", "imgutils.operate.imgcensor", "imgutils.operate", "imgutils.operate.squeeze", "imgutils.pose.dwpose", "imgutils.pose.format", "imgutils.pose", "imgutils.pose.visual", "imgutils.preprocess.base", "imgutils.preprocess", "imgutils.preprocess.pillow", "imgutils.preprocess.torchvision", "imgutils.preprocess.transformers", "imgutils.resource.background", "imgutils.resource", "imgutils.restore.adversarial", "imgutils.restore", "imgutils.restore.nafnet", "imgutils.restore.scunet", "imgutils.sd", "imgutils.sd.metadata", "imgutils.sd.model", "imgutils.sd.nai", "imgutils.segment", "imgutils.segment.isnetis", "imgutils.tagging.blacklist", "imgutils.tagging.character", "imgutils.tagging.deepdanbooru", "imgutils.tagging.deepgelbooru", "imgutils.tagging.format", "imgutils.tagging", "imgutils.tagging.match", "imgutils.tagging.mldanbooru", "imgutils.tagging.order", "imgutils.tagging.overlap", "imgutils.tagging.wd14", "imgutils.upscale.cdc", "imgutils.upscale", "imgutils.utils.cache", "imgutils.utils.func", "imgutils.utils", "imgutils.utils.onnxruntime", "imgutils.validate.aicheck", "imgutils.validate.bangumi_char", "imgutils.validate.classify", "imgutils.validate.color", "imgutils.validate.completeness", "imgutils.validate.dbrating", "imgutils.validate.furry", "imgutils.validate", "imgutils.validate.monochrome", "imgutils.validate.nsfw", "imgutils.validate.portrait", "imgutils.validate.rating", "imgutils.validate.real", "imgutils.validate.safe", "imgutils.validate.style_age", "imgutils.validate.teen", "imgutils.validate.truncate", "Welcome to imgutils\u2019s Documentation", "Run Environment Information", "Run Environment Information", "Installation", "Quick Start"], "terms": {"img": [0, 5, 8, 30, 63, 68], "str": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 32, 34, 35, 36, 38, 39, 40, 41, 43, 44, 46, 47, 48, 49, 51, 52, 55, 58, 59, 60, 61, 65, 66, 68, 69, 70, 72, 73, 74, 75, 76, 77, 79, 80, 81, 82, 83, 84, 89, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 106], "pathlik": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 30, 31, 32, 34, 35, 36, 38, 39, 40, 41, 43, 44, 46, 47, 48, 49, 51, 52, 55, 65, 66, 68, 70, 72, 75, 76, 80, 83, 84, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105], "byte": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 30, 31, 32, 34, 35, 36, 38, 39, 40, 41, 43, 44, 46, 47, 48, 49, 51, 52, 53, 55, 65, 66, 68, 70, 72, 75, 76, 80, 83, 84, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105], "bytearrai": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 30, 31, 32, 34, 35, 36, 38, 39, 40, 41, 43, 44, 46, 47, 48, 49, 51, 52, 53, 55, 65, 66, 68, 70, 72, 75, 76, 80, 83, 84, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105], "binaryio": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 30, 31, 32, 34, 35, 36, 38, 39, 40, 41, 43, 44, 46, 47, 48, 49, 51, 52, 55, 65, 66, 68, 70, 72, 75, 76, 80, 83, 84, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105], "imag": [0, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 30, 31, 32, 34, 35, 36, 37, 38, 39, 40, 41, 43, 44, 45, 46, 47, 48, 49, 51, 52, 54, 55, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 70, 71, 72, 75, 76, 77, 78, 80, 83, 84, 85, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 110], "max_width": 0, "int": [0, 4, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 27, 28, 30, 31, 34, 35, 38, 40, 44, 46, 47, 48, 49, 51, 52, 53, 55, 60, 61, 63, 65, 66, 72, 80, 84, 103], "none": [0, 4, 8, 10, 11, 13, 14, 15, 16, 17, 18, 21, 23, 24, 25, 27, 28, 29, 30, 31, 32, 34, 35, 36, 38, 40, 48, 51, 52, 55, 58, 59, 60, 61, 68, 70, 73, 74, 83, 89], "ellipsi": 0, "max_height": 0, "resampl": [0, 60], "2": [0, 8, 12, 22, 23, 39, 40, 41, 44, 46, 53, 60, 63, 68, 83, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105], "level": [0, 13, 14, 15, 16, 17, 18, 21, 34, 35, 39, 48, 61, 75, 95], "aspect": [0, 24, 35, 47], "float": [0, 7, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 30, 35, 40, 41, 43, 44, 45, 46, 48, 49, 51, 53, 55, 60, 61, 63, 70, 73, 74, 75, 76, 77, 80, 81, 82, 83, 87, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105], "1": [0, 10, 12, 20, 21, 22, 39, 40, 41, 44, 46, 53, 60, 61, 63, 68, 69, 73, 74, 75, 76, 81, 83, 84, 87, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105, 108, 109, 110], "8": [0, 12, 22, 38, 40, 44, 48, 53, 60, 63, 68, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 108, 109, 110], "sourc": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 32, 34, 35, 36, 38, 39, 40, 41, 43, 44, 45, 46, 47, 48, 49, 51, 52, 53, 55, 56, 58, 59, 60, 61, 63, 65, 66, 68, 69, 70, 72, 73, 74, 75, 76, 77, 79, 80, 81, 82, 83, 84, 86, 87, 89, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 106], "gener": [0, 4, 12, 15, 21, 36, 37, 67, 68, 70, 76, 80, 83, 88, 95, 107], "art": [0, 68], "base": [0, 18, 21, 22, 29, 30, 31, 34, 35, 40, 41, 43, 44, 47, 48, 49, 51, 53, 55, 57, 58, 60, 61, 70, 72, 75, 76, 80, 81, 82, 83, 91, 95, 99, 101, 107], "given": [0, 6, 7, 8, 10, 11, 14, 15, 17, 18, 19, 20, 23, 25, 27, 28, 30, 31, 34, 38, 40, 43, 47, 49, 53, 56, 60, 68, 70, 73, 74, 79, 82, 83, 90, 92, 95, 98, 99, 101, 105], "paramet": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 32, 34, 35, 36, 37, 38, 39, 40, 41, 43, 44, 45, 46, 47, 48, 49, 51, 52, 53, 55, 58, 59, 60, 61, 63, 65, 66, 68, 69, 70, 72, 73, 74, 75, 76, 77, 79, 80, 81, 82, 83, 84, 86, 87, 89, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 106], "imagetyp": [0, 5, 12, 13, 14, 15, 16, 17, 18, 21, 23, 24, 30, 32, 35, 36, 38, 40, 41, 43, 46, 48, 51, 52, 55, 65, 66, 68, 70, 76, 83, 84, 91, 94, 96, 99, 100, 102, 103, 104], "The": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 29, 30, 31, 32, 34, 35, 36, 37, 38, 40, 41, 43, 46, 47, 48, 49, 51, 52, 53, 55, 58, 59, 60, 61, 63, 64, 65, 66, 68, 69, 70, 72, 74, 75, 76, 77, 79, 80, 81, 83, 84, 86, 87, 89, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 106, 110], "input": [0, 5, 12, 13, 14, 15, 16, 18, 20, 21, 23, 24, 29, 30, 31, 32, 34, 35, 36, 38, 40, 41, 43, 46, 47, 48, 49, 51, 52, 55, 58, 60, 63, 65, 66, 68, 70, 73, 74, 76, 77, 79, 81, 83, 84, 87, 91, 94, 96, 99, 100, 102, 104], "option": [0, 4, 11, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 24, 29, 30, 31, 34, 35, 36, 40, 46, 48, 51, 52, 55, 60, 61, 63, 68, 69, 70, 73, 74, 81, 83, 86], "maximum": [0, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 35, 40, 46, 47, 48, 60, 63, 86, 103], "width": [0, 4, 10, 49, 60, 61, 80], "If": [0, 5, 8, 10, 11, 13, 14, 15, 16, 17, 18, 21, 22, 24, 29, 30, 31, 34, 35, 36, 38, 40, 46, 48, 51, 53, 55, 58, 59, 60, 63, 65, 66, 68, 69, 70, 73, 74, 81, 83, 89, 90, 91, 92, 95, 98, 101, 105], "set": [0, 12, 24, 30, 31, 35, 40, 51, 53, 55, 60, 83, 89, 92, 95, 101, 105, 106], "automat": [0, 4, 31, 34, 40, 51, 89, 108, 109], "determin": [0, 8, 40, 99], "termin": 0, "size": [0, 4, 6, 7, 10, 11, 23, 24, 25, 27, 28, 40, 47, 49, 51, 55, 58, 59, 60, 61, 63, 65, 66, 68, 72, 80, 84, 85, 103, 108, 109], "height": [0, 4, 10, 49, 60, 61, 80], "filter": [0, 35, 51, 60, 63, 73, 74, 95, 97, 101], "us": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 30, 31, 32, 34, 35, 36, 37, 38, 39, 40, 41, 44, 46, 48, 49, 51, 52, 55, 56, 58, 60, 63, 64, 65, 66, 68, 69, 70, 73, 75, 76, 77, 80, 83, 84, 86, 87, 89, 90, 91, 92, 95, 97, 98, 99, 101, 105], "when": [0, 7, 10, 12, 23, 25, 27, 28, 30, 31, 38, 40, 44, 48, 49, 53, 56, 60, 65, 68, 70, 72, 80, 83, 84, 86, 89, 90, 106], "resiz": [0, 23, 24, 35, 47, 55, 58, 59, 60, 68, 80], "charact": [0, 40, 46, 55, 71, 72, 75, 76, 77, 78, 83, 91, 107], "repres": [0, 7, 10, 12, 13, 14, 15, 22, 40, 44, 48, 51, 53, 70, 72, 81, 90, 99, 106], "differ": [0, 8, 14, 15, 16, 17, 18, 21, 22, 31, 36, 37, 38, 40, 44, 45, 52, 53, 59, 60, 91, 96, 100, 102, 104, 108, 109], "intens": 0, "proport": [0, 91], "correct": [0, 38], "output": [0, 24, 30, 31, 34, 41, 55, 68, 69, 76, 81, 83, 110], "which": [0, 4, 10, 22, 23, 25, 27, 28, 34, 36, 40, 44, 49, 58, 60, 61, 64, 68, 69, 70, 72, 73, 76, 80, 86, 87, 89, 90, 92, 97, 98, 99, 106, 107, 108, 109, 110], "should": [0, 3, 10, 24, 40, 44, 48, 49, 51, 60, 72, 83, 110], "approxim": 0, "ratio": [0, 24, 35, 46, 47, 49, 80], "your": [0, 51, 65, 106, 108, 109, 110], "thi": [0, 3, 4, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 29, 30, 31, 32, 34, 35, 36, 37, 38, 39, 40, 41, 43, 44, 46, 48, 49, 51, 52, 53, 55, 56, 58, 59, 60, 63, 65, 66, 67, 68, 69, 70, 71, 75, 78, 82, 83, 84, 86, 87, 89, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 106, 108, 109], "valu": [0, 4, 8, 10, 13, 17, 18, 21, 22, 38, 40, 44, 48, 51, 53, 58, 59, 60, 69, 75, 80, 87, 90, 98, 106], "ensur": [0, 31, 35, 40, 47, 60, 65, 68, 83, 86], "i": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 34, 35, 36, 37, 38, 39, 40, 41, 43, 44, 46, 48, 49, 51, 52, 53, 55, 56, 58, 59, 60, 61, 63, 65, 66, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 80, 81, 83, 84, 86, 87, 89, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110], "close": [0, 49, 68], "possibl": [0, 23, 31, 40, 49], "origin": [0, 4, 6, 8, 20, 25, 27, 28, 38, 39, 45, 48, 49, 51, 55, 72, 75, 77, 80, 81, 99], "default": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 25, 27, 28, 30, 31, 34, 35, 40, 41, 43, 44, 46, 48, 49, 51, 53, 55, 60, 61, 65, 66, 69, 72, 73, 74, 75, 77, 80, 83, 84, 89, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105], "return": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 32, 34, 35, 36, 38, 39, 40, 41, 43, 44, 45, 46, 47, 48, 49, 51, 52, 53, 55, 58, 59, 60, 61, 63, 65, 66, 68, 69, 70, 72, 73, 74, 75, 76, 77, 79, 80, 81, 82, 83, 84, 86, 87, 89, 90, 91, 92, 93, 94, 95, 96, 99, 100, 101, 102, 103, 104, 105, 106], "represent": [0, 22, 40, 58, 59, 68], "type": [0, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 24, 29, 30, 31, 32, 34, 35, 36, 38, 40, 41, 43, 46, 48, 49, 51, 52, 53, 55, 58, 59, 60, 61, 63, 65, 66, 68, 69, 70, 73, 74, 77, 79, 81, 82, 83, 84, 86, 87, 91, 94, 95, 96, 99, 100, 101, 102, 103, 104], "exampl": [0, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 30, 35, 39, 40, 41, 43, 44, 45, 46, 47, 48, 49, 51, 52, 58, 59, 60, 61, 63, 68, 72, 73, 74, 75, 76, 77, 80, 81, 82, 83, 84, 86, 87, 89, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105, 106], "here": [0, 12, 20, 26, 40, 44, 45, 68, 73, 75, 76, 80, 83, 84, 91, 93, 106, 108, 109], "an": [0, 4, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 36, 38, 39, 40, 41, 43, 44, 46, 47, 48, 49, 51, 52, 53, 55, 58, 60, 63, 65, 66, 68, 70, 71, 72, 74, 75, 76, 78, 81, 83, 84, 87, 89, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 106], "jerri": 0, "from": [0, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 27, 28, 29, 30, 34, 35, 36, 38, 39, 40, 41, 43, 44, 45, 46, 47, 48, 49, 51, 52, 53, 58, 59, 60, 61, 63, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 80, 81, 82, 83, 84, 86, 87, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 106, 108, 109, 110], "import": [0, 6, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 21, 24, 35, 38, 39, 40, 41, 43, 44, 45, 46, 47, 48, 49, 51, 52, 58, 59, 60, 61, 63, 68, 72, 73, 74, 75, 76, 77, 80, 81, 82, 83, 84, 86, 87, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105, 106, 108, 109, 110], "print": [0, 5, 12, 17, 18, 21, 22, 35, 68, 69, 83, 108, 109, 110], "png": [0, 5, 8, 10, 13, 24, 36, 38, 43, 48, 49, 51, 63, 68, 70, 72, 83, 84, 93, 106], "draw": [1, 24, 26, 27, 55, 99, 107], "ascii_draw": 1, "meta": [2, 107, 110], "__title__": [2, 110], "__version__": [2, 110], "__description__": [2, 110], "__author__": [2, 110], "__author_email__": 2, "overview": [3, 4, 6, 7, 9, 10, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 26, 27, 28, 32, 33, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 51, 52, 54, 60, 61, 62, 63, 64, 65, 66, 67, 68, 71, 72, 73, 74, 75, 76, 77, 78, 80, 83, 84, 85, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106], "inform": [3, 29, 31, 34, 35, 36, 37, 38, 55, 68, 70, 82], "packag": 3, "titl": [3, 70], "project": [3, 20, 75, 83, 106], "version": [3, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 35, 39, 48, 65, 66, 68, 69, 86, 92, 107, 110], "short": [3, 76, 80, 83], "descript": [3, 20, 30, 34, 70], "includ": [3, 5, 8, 11, 12, 13, 20, 21, 22, 24, 29, 30, 31, 32, 34, 35, 36, 37, 52, 53, 59, 60, 67, 68, 69, 70, 76, 83, 87, 91, 99], "setup": 3, "py": [3, 72], "author": [3, 69], "email": 3, "step": [4, 49, 60, 68], "forecolor": [4, 25, 27, 28], "lightgrei": 4, "backcolor": [4, 25, 27, 28], "white": [4, 8, 25, 27, 28, 31, 60, 68, 72], "creat": [4, 29, 30, 31, 34, 35, 36, 48, 58, 59, 60, 68, 70, 74, 90], "black": [4, 48, 68], "squar": [4, 60], "can": [4, 5, 8, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 24, 26, 31, 34, 36, 38, 40, 44, 48, 52, 53, 58, 60, 68, 69, 70, 76, 81, 83, 89, 91, 97, 98, 107, 110], "complement": 4, "transpar": [4, 8, 10, 25, 27, 28, 49, 51, 72, 84], "area": [4, 10, 12, 22, 23, 48, 49], "grid": 4, "pixel": [4, 24, 38, 48, 49, 51, 60, 63, 68, 72, 98], "mean": [4, 20, 22, 23, 25, 27, 28, 30, 40, 43, 44, 49, 53, 58, 59, 60, 89, 92, 110], "function": [4, 7, 8, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 31, 34, 35, 36, 37, 38, 40, 43, 46, 48, 49, 51, 52, 55, 58, 59, 60, 63, 65, 67, 68, 69, 70, 82, 83, 84, 86, 87, 91, 95, 99, 101, 106], "suitabl": [4, 58, 60, 75, 99], "color": [4, 8, 10, 25, 27, 28, 48, 63, 68, 72, 97, 98, 107], "fore": [4, 25, 27, 28], "back": [4, 83], "A": [4, 5, 8, 13, 14, 15, 16, 17, 18, 20, 21, 25, 27, 28, 29, 30, 35, 38, 39, 40, 41, 46, 47, 48, 49, 51, 58, 60, 61, 68, 69, 70, 74, 77, 82, 86, 89, 90, 91, 92, 94, 95, 96, 98, 100, 101, 102, 103, 104, 105, 110], "rgba": [4, 8, 32, 38, 65, 66, 72, 84], "contain": [4, 5, 10, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 30, 31, 34, 35, 40, 41, 53, 55, 60, 65, 68, 69, 70, 76, 80, 83, 92, 95, 101, 103, 105], "add": [4, 36, 69, 70, 77], "rgb": [4, 6, 7, 8, 31, 32, 48, 60, 61, 68, 72, 84], "In": [4, 27, 40, 91, 92], "document": [4, 108, 109, 110], "accur": [4, 13, 21, 95, 101], "present": [4, 36, 70, 75], "state": [4, 34], "shown": [4, 71], "follow": [4, 30, 40, 53, 59, 60, 64, 69, 70, 76, 83, 90, 91, 92, 94, 95, 96, 98, 100, 101, 102, 104, 105, 110], "figur": 4, "modul": [5, 8, 11, 12, 17, 18, 20, 21, 22, 23, 24, 29, 30, 31, 34, 35, 36, 37, 38, 58, 59, 67, 69, 70, 71, 83, 86, 87, 95, 101, 107], "provid": [5, 8, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 31, 32, 34, 35, 36, 37, 38, 40, 48, 51, 53, 55, 58, 59, 60, 67, 68, 69, 70, 80, 81, 83, 86, 87, 89, 95, 101], "util": [5, 8, 11, 20, 21, 30, 33, 35, 44, 47, 51, 54, 58, 59, 64, 67, 69, 75, 76, 80, 83, 107], "handl": [5, 8, 11, 29, 30, 31, 34, 35, 37, 38, 56, 59, 60, 67, 70], "url": [5, 9, 13, 16, 18, 31, 38, 68, 107], "convers": [5, 8, 35, 59, 60], "between": [5, 14, 15, 21, 22, 30, 31, 34, 40, 44, 45, 49, 59, 65, 66, 74, 80, 84, 87], "valid": [5, 11, 48, 49, 53, 60, 107], "format": [5, 8, 10, 25, 27, 28, 29, 30, 31, 34, 35, 36, 37, 38, 41, 48, 51, 52, 54, 58, 60, 68, 69, 70, 76, 78, 83, 99, 107], "support": [5, 6, 8, 11, 14, 15, 16, 18, 21, 30, 34, 35, 36, 49, 55, 58, 59, 60, 65, 66, 68, 69, 70, 83, 84], "convert": [5, 8, 31, 36, 38, 40, 53, 58, 59, 60, 70, 83, 99], "specifi": [5, 8, 22, 23, 24, 29, 30, 31, 34, 35, 40, 48, 49, 51, 60, 68, 69, 70, 74, 76, 81, 83, 86], "load": [5, 8, 13, 14, 17, 18, 29, 30, 31, 34, 35, 36, 38, 68, 83, 89], "variou": [5, 8, 14, 15, 17, 21, 22, 24, 29, 30, 32, 34, 35, 37, 60, 68, 70, 87, 110], "mime": 5, "jpg": [5, 6, 7, 8, 11, 12, 14, 15, 16, 17, 18, 21, 24, 30, 35, 39, 40, 41, 43, 44, 45, 46, 47, 48, 49, 52, 61, 72, 75, 76, 80, 83, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105, 106], "save_kwarg": 5, "string": [5, 13, 15, 16, 20, 38, 53, 68, 69, 77, 89, 106], "pil": [5, 6, 7, 8, 10, 11, 17, 24, 31, 35, 44, 47, 48, 49, 51, 58, 60, 61, 63, 68, 76, 84, 93, 98], "numpi": [5, 6, 10, 24, 31, 34, 38, 40, 51, 53, 83, 87], "arrai": [5, 10, 24, 29, 31, 38, 40, 44, 51, 53, 83, 87], "file": [5, 8, 10, 11, 12, 13, 16, 18, 24, 36, 38, 44, 61, 67, 68, 69, 70, 89, 98, 106, 107], "path": [5, 8, 10, 12, 13, 16, 18, 24, 31, 35, 38, 61, 68, 69, 70, 76, 93, 98, 106], "desir": [5, 61], "addit": [5, 11, 29, 30, 31, 34, 35, 36, 48, 49, 59, 68, 70, 83], "keyword": [5, 11, 30, 31, 34, 35, 36, 48, 49, 68, 70, 86], "argument": [5, 11, 29, 30, 31, 34, 35, 36, 48, 49, 52, 53, 68, 70, 74, 76, 83, 86], "pass": [5, 11, 27, 28, 29, 30, 31, 34, 35, 36, 48, 49, 68, 72, 80, 84, 86], "save": [5, 10, 24, 36, 63, 68, 69, 70, 72], "encod": [5, 6, 9, 29, 30, 31, 34, 38, 70, 107], "open": [5, 6, 7, 8, 10, 12, 17, 30, 35, 47, 48, 49, 51, 63, 68, 69, 84, 89], "test": [5, 44, 84, 90, 91, 92, 94, 95, 96, 98, 100, 101, 102, 104, 105], "blob_url": 5, "qualiti": [5, 23, 41, 62, 68, 83, 84], "95": [5, 35, 60, 73, 74, 81], "base64": 5, "pre": [5, 13, 15, 18, 31, 34, 41], "object": [5, 6, 8, 10, 11, 12, 18, 22, 24, 35, 36, 38, 44, 48, 52, 55, 56, 59, 60, 61, 68, 70, 75, 76, 89, 92, 93, 95, 98, 101, 105], "rais": [5, 8, 11, 13, 14, 16, 17, 18, 21, 22, 29, 30, 34, 35, 38, 48, 51, 53, 56, 58, 59, 60, 63, 68, 69, 70, 73, 74, 81, 83], "valueerror": [5, 11, 13, 16, 18, 21, 22, 29, 30, 34, 38, 51, 60, 70, 81, 83], "unsupport": [5, 46, 59, 60, 81], "method": [5, 11, 29, 30, 31, 32, 34, 35, 37, 38, 40, 48, 60, 95, 101], "warn": 5, "userwarn": 5, "doesn": [5, 38, 74], "t": [5, 38, 74], "match": [5, 22, 34, 38, 51, 60, 74, 78, 107], "actual": [5, 18, 21, 46], "invalid": [5, 13, 16, 18, 21, 29, 30, 34, 36, 60, 83], "show": [5, 11, 13, 14, 15, 16, 52], "bool": [5, 7, 8, 11, 24, 27, 35, 40, 46, 48, 51, 52, 55, 60, 65, 66, 69, 70, 73, 74, 75, 76, 77, 79, 80, 83, 84, 90, 98, 106], "effici": [5, 20, 23, 31, 69, 87], "without": [5, 35, 63, 68, 73, 74, 82], "content": [5, 11, 12, 27, 46, 71], "true": [5, 7, 8, 11, 24, 35, 40, 48, 49, 52, 55, 58, 59, 60, 65, 66, 69, 70, 73, 74, 77, 79, 83, 90, 93, 98, 106], "fals": [5, 6, 7, 8, 11, 24, 27, 35, 40, 46, 48, 60, 65, 66, 68, 69, 70, 73, 74, 75, 76, 77, 79, 80, 83, 84, 90, 93, 98, 106], "otherwis": [5, 8, 11, 36, 40, 60, 65, 66, 70, 73, 74, 79, 84, 89], "abc": 5, "svg": 5, "xml": 5, "jpeg": [5, 64, 68, 93, 106], "text": [5, 19, 24, 31, 34, 46, 68, 77, 79, 107], "plain": 5, "hello": 5, "order_": [6, 7], "chw": [6, 7], "both": [6, 13, 22, 31, 34, 46, 58, 69, 83], "np": [6, 7, 10, 29, 30, 31, 34, 38, 40, 49, 51, 53, 83, 87], "uint8": [6, 7], "float32": [6, 7, 10, 25, 27, 28, 40], "ar": [6, 10, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 30, 31, 34, 35, 36, 40, 43, 44, 45, 46, 48, 53, 56, 59, 60, 61, 64, 68, 69, 70, 73, 74, 75, 76, 80, 81, 83, 84, 90, 91, 92, 93, 94, 95, 96, 98, 100, 101, 102, 103, 104, 105, 106], "order": [6, 7, 60, 77, 78, 107], "rgb_encod": [6, 9], "custom_imag": [6, 7], "data_cwh": 6, "cwh": 6, "data_int": 6, "use_float": [6, 7], "mode": [6, 7, 8, 22, 35, 38, 59, 61, 68, 81, 84, 89], "1606x1870": [6, 7], "0x7fb9b89bbdc0": 6, "0x7fb9b89bbe50": 6, "0x7fb9b89bbdf0": 6, "invers": 6, "oper": [6, 29, 31, 34, 39, 40, 41, 43, 44, 60, 69, 107], "ndarrai": [7, 10, 29, 30, 31, 34, 38, 40, 44, 49, 51, 53, 83, 87], "channel": [7, 8, 32, 60, 65, 66, 84], "jpegimageplugin": [7, 61], "jpegimagefil": [7, 61], "0x7f9ec37389d0": 7, "shape": [7, 29, 40, 44, 51, 72, 83], "dtype": [7, 40], "3": [7, 10, 12, 13, 14, 15, 21, 22, 40, 41, 44, 46, 48, 53, 55, 60, 63, 68, 76, 83, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105, 108, 109, 110], "1870": 7, "1606": 7, "whc": 7, "": [7, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 29, 30, 35, 36, 38, 46, 48, 58, 60, 68, 83, 86, 94], "result": [7, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 31, 34, 35, 38, 41, 44, 46, 48, 49, 51, 52, 72, 75, 76, 83, 87, 94, 95, 101], "same": [7, 8, 29, 40, 45, 83, 86], "torchvis": [7, 57, 107], "transform": [7, 8, 56, 57, 58, 59, 77, 107], "to_tensor": [7, 58, 59], "process": [8, 9, 11, 13, 14, 16, 17, 22, 32, 35, 37, 38, 40, 58, 60, 63, 65, 66, 67, 74, 83, 110], "manipul": [8, 67], "python": [8, 38, 63, 86, 108, 109, 110], "librari": [8, 35, 58, 60, 63, 110], "It": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 31, 34, 35, 36, 37, 48, 49, 51, 55, 58, 59, 67, 69, 70, 83, 86, 87, 99, 110], "multipl": [8, 10, 16, 31, 34, 38, 40, 44, 68, 83], "ad": [8, 12, 60, 69, 70, 77], "background": [8, 9, 25, 27, 28, 31, 62, 68, 72, 107], "check": [8, 11, 38, 43, 69, 73, 74, 79, 90, 93, 103, 106, 110], "alpha": [8, 32, 65, 66], "design": [8, 22, 30, 34, 36, 37], "simplifi": [8, 91], "common": [8, 59], "relat": [8, 12, 14, 17, 67, 74, 87], "task": [8, 21, 22, 29, 34, 37, 48, 58], "applic": [8, 58, 75, 80, 99], "kei": [8, 18, 22, 31, 60, 69, 76, 83], "featur": [8, 13, 18, 31, 33, 34, 40, 44, 70, 72, 75, 76, 77, 83, 91], "binari": [8, 87], "like": [8, 12, 19, 24, 59, 60, 80, 86, 110], "onc": 8, "particularli": [8, 22, 29, 30, 36, 37, 70, 86], "requir": [8, 10, 20, 21, 40, 49, 69, 70, 95, 101, 110], "preprocess": [8, 20, 30, 31, 35, 40, 65, 107], "befor": [8, 38, 40, 69, 83], "further": 8, "analysi": [8, 41], "force_background": [8, 60], "appli": [8, 15, 18, 20, 32, 40, 48, 49, 51, 58, 60, 63, 83, 87], "necessari": [8, 40, 75, 80], "ha": [8, 23, 46, 59, 84, 99, 108, 109], "4": [8, 12, 15, 17, 18, 22, 38, 39, 40, 41, 44, 48, 53, 63, 65, 66, 68, 76, 83, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105, 108, 109], "avoid": [8, 75], "anomali": 8, "dure": [8, 30, 38, 77, 98, 106], "subsequ": [8, 31, 48], "union": [8, 13, 14, 15, 16, 17, 18, 21, 22, 31, 34, 38, 40, 48, 53, 58, 60, 68, 70, 73, 74, 81, 83], "retain": 8, "typeerror": [8, 53, 58, 59, 60, 73, 74, 81], "isinst": 8, "list": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 30, 31, 34, 35, 40, 44, 46, 48, 49, 52, 55, 58, 59, 60, 61, 73, 74, 81, 82, 83, 90, 92, 95, 101, 105], "tupl": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 30, 31, 34, 35, 40, 41, 44, 46, 48, 49, 52, 60, 83, 91, 92, 94, 95, 96, 99, 100, 101, 102, 103, 104, 105], "take": [8, 29, 55, 60], "singl": [8, 16, 34, 38, 40, 59, 60, 77, 83, 87], "call": [8, 26, 68], "each": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 30, 35, 40, 44, 51, 58, 67, 77, 79, 83, 84, 99], "item": [8, 10, 18], "batch": [8, 65, 66, 83, 84, 103], "multiimagestyp": [8, 31, 34, 40, 49], "iter": [8, 60, 63, 74], "img_path": 8, "image1": 8, "image2": 8, "loaded_imag": 8, "len": [8, 61], "all": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 26, 30, 31, 34, 35, 39, 40, 41, 43, 44, 46, 52, 53, 63, 65, 66, 69, 71, 72, 76, 78, 83, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105], "pillow": [8, 57, 107], "boolean": [8, 40], "tool": [9, 16, 24, 29, 30, 32, 39, 40, 41, 42, 48, 63, 71, 77, 97, 99], "basic": [9, 58, 62, 74, 83], "grid_background": 9, "grid_transpar": 9, "blob": [9, 72, 107], "to_blob_url": 9, "load_image_from_blob_url": 9, "is_valid_image_blob_url": 9, "decod": [9, 38, 107], "rgb_decod": 9, "load_imag": [9, 24, 52, 68], "has_alpha_channel": 9, "layer": [9, 87, 107], "istack": 9, "download_image_from_url": 9, "is_http_url": 9, "mai": [10, 14, 17, 40, 64, 68, 75, 80, 86, 106, 108, 109], "block": [10, 30, 34, 35], "togeth": 10, "new": [10, 23, 29, 30, 53, 65, 66, 68, 69, 74], "similar": [10, 12, 19, 31, 34, 40, 44, 60, 80, 83, 107], "techniqu": [10, 32, 38], "p": [10, 75, 76, 80, 83], "need": [10, 16, 35, 46, 49, 86, 90, 92, 95, 98, 101, 105], "stack": [10, 83], "addition": 10, "second": [10, 22, 40, 45, 79], "element": [10, 83], "rang": [10, 40, 44, 49], "left": [10, 48, 49, 53, 87], "0": [10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 30, 31, 35, 39, 40, 41, 44, 46, 48, 49, 51, 53, 55, 58, 59, 60, 63, 68, 69, 73, 74, 75, 76, 77, 80, 81, 82, 83, 87, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105, 108, 109, 110], "right": [10, 48, 53, 87], "two": [10, 22, 40, 45, 63, 79, 98], "dimension": [10, 83], "h": [10, 25, 27, 28, 51, 72], "w": [10, 25, 27, 28, 51, 72, 83], "posit": [10, 40, 48, 49, 91], "target": [10, 19, 25, 27, 28, 31, 49, 60], "By": [10, 46], "first": [10, 12, 16, 22, 35, 40, 45, 79], "howev": [10, 40], "solid": [10, 48], "pure": [10, 72], "lime": [10, 72], "nian": 10, "nian_lim": 10, "yellow": [10, 68], "5": [10, 12, 16, 21, 22, 40, 41, 44, 46, 49, 51, 53, 58, 59, 60, 61, 68, 75, 87, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105], "9": [10, 12, 22, 40, 44, 53, 60, 68, 81, 90, 91, 92, 94, 95, 98, 99, 100, 101, 102, 104, 105], "nian_tran": 10, "custom": [10, 13, 14, 15, 16, 17, 18, 21, 29, 30, 34, 35, 38, 41, 48, 49, 51, 59, 60, 68, 69, 73], "mask": [10, 25, 27, 28, 49, 51, 72], "hs1": 10, "ab": 10, "linspac": 10, "ws1": 10, "nian_mask": 10, "hxw": [10, 25, 27, 28, 51], "download": 11, "special": [11, 12], "github": [11, 52, 108, 109, 110], "hug": [11, 18, 29, 30, 31, 34, 35, 40, 60, 83], "face": [11, 18, 19, 20, 29, 30, 31, 34, 35, 40, 53, 55, 60, 68, 74, 83, 91, 107], "progress": [11, 65, 66, 84], "track": 11, "host": [11, 12, 15, 20, 23, 29, 31, 40, 46, 61, 76, 84, 90, 91, 92, 94, 95, 96, 98, 100, 101, 102, 104, 105, 110], "main": [11, 17, 20, 21, 24, 30, 31, 34, 35, 40, 60, 68, 70, 72, 75, 86, 110], "compon": [11, 12, 22, 30, 31, 34, 35, 86], "http": [11, 52, 72, 110], "intern": [11, 34, 56, 69], "silent": [11, 65, 66, 84], "expected_s": 11, "kwarg": [11, 12, 13, 14, 15, 16, 17, 18, 21, 29, 30, 31, 34, 35, 36, 48, 49, 68, 70], "suppress": [11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 24, 35, 48, 84], "bar": 11, "displai": [11, 31, 34, 65, 66], "expect": [11, 38, 60], "session": 11, "get": [11, 25, 27, 28, 29, 31, 39, 41, 61, 62, 68, 72, 75, 78, 83, 89, 91, 96, 98, 100, 102, 104], "especi": 11, "hf": 11, "request": [11, 83], "requestexcept": 11, "fail": [11, 13], "unidentifiedimageerror": 11, "com": [11, 52, 110], "ftp": 11, "booru": 12, "yolo": [12, 18, 20, 33, 107], "aperveyev": 12, "deepgh": [12, 13, 14, 15, 16, 17, 18, 20, 23, 29, 40, 44, 46, 61, 76, 80, 83, 84, 90, 91, 92, 94, 95, 96, 98, 100, 101, 102, 104, 105, 110], "overal": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 26, 39, 40, 41, 43, 44, 46, 52, 63, 65, 66, 71, 78, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105], "benchmark": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 26, 39, 40, 41, 43, 44, 46, 52, 63, 65, 66, 71, 78, 84, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105], "explan": 12, "No": [12, 68, 108, 109], "head": [12, 19, 24, 52, 74, 91, 100, 107], "anim": [12, 13, 14, 15, 16, 17, 18, 19, 21, 26, 28, 39, 40, 41, 43, 52, 54, 55, 61, 68, 71, 72, 74, 75, 78, 84, 91, 92, 95, 96, 100, 101, 102, 104, 105, 110], "pretti": 12, "girl": [12, 46, 74], "onli": [12, 13, 14, 15, 16, 17, 18, 21, 24, 40, 69, 74, 75, 80, 83, 98], "bust": 12, "torso": 12, "part": [12, 51, 52, 53], "collarbon": 12, "center": [12, 49, 59, 60], "pair": [12, 22, 34], "cover": [12, 20, 49, 68, 74], "breast": [12, 20, 74, 75, 76, 80, 82, 83], "boob": 12, "bra": 12, "nippl": [12, 13, 48, 68], "mostli": [12, 16], "visibl": [12, 24], "nsfw": [12, 48, 97, 107], "shld": 12, "shoulder": [12, 53], "mayb": 12, "one": [12, 29, 34, 38, 44, 46, 60, 74, 83], "view": [12, 46], "profil": 12, "exactli": 12, "rear": 12, "exclud": 12, "sideb": 12, "uncov": 12, "other": [12, 40, 46, 60, 79, 82, 91], "visual": [12, 13, 14, 15, 16, 18, 19, 21, 40, 42, 52, 54, 83, 107], "mark": 12, "belli": [12, 20], "button": [12, 30, 76], "hip": [12, 53], "half": [12, 16, 74], "stock": 12, "line": [12, 26, 27, 55], "knee": [12, 53], "below": [12, 55, 71, 110], "6": [12, 22, 24, 40, 44, 53, 60, 63, 73, 74, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105, 108, 109], "nopan": 12, "panti": [12, 77], "cloth": 12, "bikini": 12, "regardless": 12, "censor": [12, 19, 48, 49, 95, 101, 107], "evid": 12, "7": [12, 13, 15, 16, 17, 18, 35, 40, 44, 46, 48, 51, 53, 60, 68, 73, 74, 80, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105], "butt": 12, "buttock": [12, 20], "least": [12, 37, 38, 70], "partial": 12, "behind": 12, "more": [12, 13, 33, 34, 46, 53, 58, 68, 86, 89], "less": [12, 13, 15, 21, 90], "stand": [12, 68, 75, 76, 80, 83], "sit": [12, 74], "ass": 12, "split": [12, 80], "leg": [12, 68], "wide": [12, 68], "90": 12, "degre": [12, 49], "typic": [12, 13, 31, 60], "abov": [12, 13, 14, 15, 16, 17, 18, 21, 51, 92, 95, 101, 105], "10": [12, 23, 30, 40, 44, 49, 53, 60, 63, 90, 91, 92, 95, 98, 99, 101, 102], "sprd": 12, "strongli": [12, 84], "11": [12, 40, 53, 90, 91, 92, 95, 98, 99, 101, 102], "vsplt": 12, "pose": [12, 40, 107], "12": [12, 24, 40, 48, 53, 60, 90, 91, 92, 95, 98, 99, 101, 102], "vsprd": 12, "vsplit": 12, "13": [12, 40, 53, 91, 92, 95, 99, 102, 104], "full": [12, 68], "almost": 12, "side": [12, 47, 74, 106], "usual": [12, 44], "ly": 12, "14": [12, 53, 60, 91, 92, 95, 99, 102, 110], "wing": [12, 74], "dragon": 12, "poni": 12, "15": [12, 43, 45, 53, 60, 91, 92, 95, 99, 102, 108, 109], "feral": 12, "four": [12, 13, 91], "non": [12, 13, 14, 15, 16, 17, 18, 20, 21, 35, 48, 96], "human": [12, 13, 14, 15, 16, 17, 18, 21, 52, 54, 90], "16": [12, 53, 60, 63, 65, 66, 91, 95, 99, 102], "hdrago": 12, "style": [12, 16, 21, 49, 83, 104, 110], "17": [12, 53, 60, 99, 104], "hponi": 12, "18": [12, 20, 53, 60, 95, 99, 101, 108, 109], "hfox": 12, "cartoon": 12, "fox": 12, "dog": 12, "zootopia": 12, "nick": 12, "wild": 12, "19": [12, 53, 99], "hrabb": 12, "rabbit": 12, "judi": 12, "hopp": 12, "bunnygirl": 12, "20": [12, 30, 53, 60, 68, 99], "hcat": 12, "cat": [12, 74, 81], "catgirl": 12, "sharp": 12, "muzzl": 12, "compar": [12, 22, 34], "21": [12, 16, 53, 60, 104], "hbear": 12, "bear": 12, "22": [12, 53, 60], "jacko": 12, "memet": 12, "jack": 12, "o": [12, 68, 70, 80, 83, 95, 98, 108, 109], "contest": 12, "toward": [12, 53], "viewer": [12, 68], "23": [12, 53, 60], "jackx": 12, "sometim": 12, "24": [12, 40, 44, 53, 60, 63], "hhors": 12, "hors": 12, "implement": [12, 31, 34, 45, 86], "aa09": 12, "25": [12, 15, 20, 35, 45, 60, 104], "hbird": 12, "bird": 12, "name": [12, 13, 14, 15, 16, 17, 18, 21, 23, 29, 30, 31, 34, 35, 40, 41, 46, 48, 53, 58, 59, 60, 75, 80, 83, 84, 90, 91, 94, 96, 99, 100, 102, 103, 104], "releas": 12, "time": [12, 70, 84], "yolov8s_pp09": 12, "2023": 12, "focus": 12, "class": [12, 14, 17, 18, 29, 30, 31, 32, 34, 35, 38, 48, 49, 53, 56, 58, 60, 61, 67, 68, 70, 74, 91, 92, 95, 96, 100, 101, 102, 104, 105], "advanc": [12, 110], "capabl": [12, 31, 38, 46, 83], "specif": [12, 13, 18, 29, 30, 31, 34, 36, 38, 48, 53, 56, 58, 60, 70, 71, 83, 91, 95, 101], "scenario": [12, 75, 80, 86], "yolov8s_pp12": 12, "2024": 12, "final": 12, "patch": 12, "continu": 12, "focu": [12, 68], "enhanc": [12, 33, 107], "improv": [12, 23, 83], "previou": 12, "yolov8m_pp13": 12, "offer": [12, 15, 16, 17, 22, 58, 70, 98], "yolov8n_as01": 12, "spinoff": 12, "26": [12, 60], "train": [12, 13, 14, 15, 16, 17, 18, 21, 29, 40, 41, 75, 76, 77, 80, 84, 95, 101], "80": 12, "epoch": 12, "sfw": 12, "subset": 12, "wa": [12, 29], "eventu": 12, "abandon": 12, "due": [12, 39, 40, 75, 80, 86, 91, 106], "ineffect": 12, "yolov8m_as02": 12, "start": [12, 38, 49, 68, 107], "30": [12, 21, 49], "public": [12, 31], "friendli": [12, 110], "reduc": [12, 40, 51, 83], "yolov8m_as03": 12, "as02": 12, "60": 12, "aim": 12, "bottleneck": 12, "reproduc": 12, "yolov8s_aa06": 12, "initi": [12, 29, 30, 31, 35, 38, 48, 61, 74], "current": [12, 59, 65, 68, 95, 101, 108, 109, 110], "reincarn": 12, "some": [12, 30, 33, 40, 44, 45, 49, 62, 73, 75, 76, 80, 83, 84, 86, 93, 106, 108, 109], "yolov8s_aa09": 12, "updat": [12, 30, 31, 34, 35, 69], "dataset": [12, 13, 14, 15, 16, 17, 18, 21, 41, 44, 83, 97], "closeup": 12, "adjust": [12, 35, 44, 74], "larg": [12, 27, 31, 40, 83], "hat": [12, 74], "aa06": 12, "yolov8s_aa10": 12, "major": 12, "fix": 12, "issu": [12, 18, 65], "wear": 12, "yolov8s_aa11": 12, "latest": [12, 35, 75, 80], "mainstream": 12, "aa10": 12, "outstand": 12, "map": [12, 30, 46, 52, 73, 74, 77, 81, 82, 83, 87, 99, 103], "score": [12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 30, 31, 34, 39, 41, 43, 44, 46, 52, 53, 55, 77, 81, 83, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105], "though": 12, "note": [12, 16, 40, 49, 68, 91, 95, 98, 101, 108, 109], "complet": [12, 35, 49, 91, 97, 107], "fair": 12, "bias": 12, "model_nam": [12, 13, 14, 15, 16, 17, 18, 21, 29, 30, 31, 34, 35, 41, 48, 83, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105], "conf_threshold": [12, 13, 14, 15, 16, 17, 18, 21, 35, 48], "iou_threshold": [12, 13, 14, 15, 16, 17, 18, 20, 21, 35, 48], "perform": [12, 16, 20, 21, 23, 31, 34, 35, 40, 46, 48, 49, 52, 60, 75, 86, 98, 99, 108, 109], "confid": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 35, 41, 46, 48, 53, 55, 76, 83], "threshold": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 25, 35, 40, 43, 44, 46, 48, 51, 55, 75, 76, 80, 83, 90, 98], "iou": [12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 35, 48], "bounding_box": 12, "x1": [12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 35, 48, 49], "y1": [12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 35, 48, 49], "x2": [12, 20, 22], "y2": [12, 20, 22], "box": [12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 46, 52], "f": [12, 17, 22, 40, 44, 68, 87], "2f": 12, "point": [13, 17, 40, 53, 60], "femal": [13, 20, 48, 74], "genit": 13, "male": [13, 20, 74], "anime_censor_detect": 13, "yolov8": [13, 14, 15, 16, 17, 18, 21], "model": [13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 26, 27, 28, 29, 30, 31, 32, 34, 35, 39, 40, 41, 44, 46, 48, 52, 53, 55, 60, 63, 64, 65, 66, 67, 68, 71, 75, 76, 77, 78, 80, 83, 84, 87, 89, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 107, 110], "v1": [13, 14, 15, 16, 17, 21, 48, 68, 83], "identifi": [13, 30, 38, 65], "locat": 13, "anatom": 13, "analyz": [13, 20, 41], "data": [13, 16, 18, 36, 38, 40, 52, 59, 67, 68, 75, 77, 95, 101, 107, 108, 109, 110], "either": [13, 14, 15, 16, 17, 34, 40, 60, 83, 87], "standard": [13, 15, 16, 17, 36, 60, 86], "n": [13, 14, 15, 16, 17, 18, 21, 38, 40, 48, 60, 68], "nano": [13, 15, 16, 17, 48], "faster": [13, 14, 15, 16, 17, 18, 48], "while": [13, 15, 16, 17, 24, 35, 47, 49, 63, 86], "slower": [13, 21], "construct": [13, 14, 16, 17, 48, 83], "intersect": [13, 14, 15, 16, 17, 18, 21, 22, 48], "over": [13, 14, 15, 16, 17, 18, 21, 22, 23, 48, 74], "merg": [13, 14, 15, 16, 17, 40], "integ": [13, 38, 44, 53, 60], "x0": [13, 14, 15, 16, 17, 18, 21, 24, 35, 48, 49], "y0": [13, 14, 15, 16, 17, 18, 21, 24, 35, 48, 49], "bound": [13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 52], "indic": [13, 40, 53, 56, 75, 80, 83], "nipple_f": [13, 48], "peni": [13, 48], "pussi": [13, 48, 68], "runtimeerror": [13, 30, 34], "detection_visu": [13, 14, 15, 16, 18, 19, 21], "nude_girl": [13, 48], "365": 13, "264": 13, "399": 13, "289": [13, 14], "7473511695861816": 13, "224": [13, 58, 59, 60], "260": 13, "252": 13, "285": 13, "6830288171768188": 13, "206": 13, "523": [13, 48, 49], "240": 13, "608": 13, "6799028515815735": 13, "matplotlib": [13, 14, 15, 16, 24, 52], "pyplot": [13, 14, 15, 16, 52], "plt": [13, 14, 15, 16, 52], "imshow": [13, 14, 15, 16, 52], "anime_eye_detect": 14, "allow": [14, 15, 17, 18, 21, 31, 35, 38, 56, 58, 60, 83, 86], "trade": [14, 16], "off": [14, 16], "speed": [14, 15, 16, 17, 18, 21, 25, 84], "accuraci": [14, 15, 16, 17, 18, 21, 46, 90, 92, 95, 98, 101, 105], "higher": [14, 15, 16, 17, 18, 20, 23, 98], "consid": [14, 17, 22, 40, 46, 49, 51, 61, 74, 95, 101], "overlap": [14, 16, 17, 18, 22, 65, 66, 75, 76, 78, 80, 83, 84, 107], "coordin": [14, 15, 16, 17, 18, 24, 35, 49, 53, 63], "alwai": [14, 16, 17, 18, 46], "except": [14, 17, 38, 56, 60, 68], "predict": [14, 18, 21, 29, 30, 31, 34, 35, 76, 83, 90, 92, 94, 95, 98, 99, 101, 103, 105], "yolo_predict": [14, 21, 33], "squat": [14, 16, 52], "297": 14, "239": [14, 46], "341": 14, "271": 14, "7760562896728516": 14, "230": 14, "263": 14, "308": 14, "7682342529296875": 14, "createml": 15, "huggingfac": [15, 17, 40, 46, 60, 63, 72, 90, 91, 92, 94, 95, 96, 98, 100, 101, 102, 104, 105], "anime_face_detect": 15, "user": [15, 21, 30, 31, 34, 35, 38, 61, 70, 110], "balanc": [15, 17, 21, 68], "system": [15, 16, 25, 56, 60, 83, 95, 101], "overhead": [15, 16, 25, 86], "avail": [15, 21, 24, 30, 31, 38, 40, 46, 49, 56, 60, 68, 81, 89, 90, 92, 95, 101, 105], "v0": [15, 21, 65, 66], "overrid": [15, 21], "auto": [15, 21, 52, 70, 89], "mostima_post": [15, 18], "29": [15, 18, 60], "441": [15, 18], "204": [15, 18], "584": [15, 18], "7874319553375244": [15, 18], "346": [15, 18], "59": [15, 18], "529": [15, 18], "275": [15, 18], "7510495185852051": [15, 18], "606": [15, 18], "51": [15, 18, 60], "895": [15, 18], "336": [15, 18], "6986488103866577": [15, 18], "upper": [16, 48], "bodi": [16, 21, 52, 53, 55, 68], "anime_halfbody_detect": 16, "pleas": [16, 23, 39, 40, 46, 65, 67, 69, 84, 91, 95, 98, 101, 108, 109], "primari": [16, 91, 94, 96, 100, 102, 104], "purpos": 16, "crop": [16, 51, 58, 59, 60, 68], "illustr": [16, 68, 92, 94], "therefor": [16, 40, 108, 109], "consist": [16, 40], "person": [16, 19, 22, 24, 35, 52, 100, 107], "peopl": [16, 81], "guarante": [16, 46], "you": [16, 18, 19, 21, 26, 29, 46, 49, 65, 66, 83, 84, 86, 89, 90, 91, 92, 95, 98, 101, 105, 110], "inde": 16, "recommend": [16, 23, 40, 43, 44, 83, 84, 95, 101], "approach": 16, "detect_person": [16, 19, 24, 52], "individu": [16, 22, 38, 58, 67], "obtain": [16, 26, 39, 40], "local": [16, 61, 108, 109], "flexibl": [16, 58, 59], "lower": [16, 43, 44, 46, 48], "127": 16, "629": 16, "637": 16, "9040350914001465": 16, "anime_hand_detect": 17, "choos": [17, 21, 46], "35": [17, 60, 68, 75, 83], "configur": [17, 30, 40, 58, 59, 60, 83, 107], "suit": 17, "case": [17, 23, 40, 43], "defin": [17, 21, 40, 68, 87], "being": 17, "label": [17, 18, 20, 22, 23, 24, 30, 31, 34, 35, 40, 41, 46, 77, 99, 103], "infer": [17, 20, 23, 31, 34, 35, 52, 65, 66, 89, 98], "anime_imag": 17, "bbox": 17, "conf": 17, "customiz": [18, 24], "integr": [18, 31, 75, 83, 110], "repositori": [18, 29, 30, 31, 34, 35, 40], "anime_head_detect": 18, "contribut": 18, "our": [18, 29], "develop": [18, 84, 110], "yolo11": 18, "architectur": 18, "usag": [18, 30, 31, 67, 68, 69, 75, 86, 87, 106], "head_detect_v2": 18, "0_": 18, "equal": [18, 49], "deprec": [18, 23, 39], "remov": [18, 23, 30, 35, 39, 46, 63, 72, 74, 76, 77, 82, 83], "futur": [18, 23], "help": [18, 40, 51, 63], "For": [18, 19, 21, 22, 31, 40, 46, 53, 67, 83, 89], "instead": [18, 23, 77], "detect_head": [19, 24], "booru_yolo": [19, 107], "detect_with_booru_yolo": 19, "detect_censor": [19, 48, 95, 101], "ey": [19, 49, 53, 68, 74, 107], "detect_ey": 19, "detect_fac": 19, "halfbodi": [19, 91, 100, 107], "detect_halfbodi": 19, "hand": [19, 53, 55, 68, 74, 107], "detect_hand": 19, "nudenet": [19, 107], "detect_with_nudenet": 19, "calculate_i": 19, "bboxes_similar": 19, "detection_similar": 19, "detect_text": 19, "nuditi": 20, "run": [20, 25, 30, 31, 35, 84, 89, 106, 107], "nm": 20, "postprocess": 20, "onnx": [20, 29, 30, 31, 34, 35, 76, 89, 99], "nudenet_onnx": 20, "notai": 20, "tech": 20, "detail": [20, 63, 67, 68, 89, 91], "respect": 20, "female_genitalia_cov": 20, "genitalia": 20, "face_femal": 20, "buttocks_expos": 20, "expos": 20, "female_breast_expos": 20, "female_genitalia_expos": 20, "male_breast_expos": 20, "anus_expos": 20, "anu": 20, "feet_expos": 20, "feet": [20, 53, 55], "belly_cov": 20, "feet_cov": 20, "armpits_cov": 20, "armpit": 20, "armpits_expos": 20, "face_mal": 20, "belly_expos": 20, "male_genitalia_expos": 20, "anus_cov": 20, "female_breast_cov": 20, "buttocks_cov": 20, "onnxruntim": [20, 88, 107], "topk": [20, 30], "100": [20, 25, 35, 43, 60, 86], "45": [20, 44, 60], "score_threshold": 20, "number": [20, 30, 31, 34, 38, 40, 46, 53, 61, 63, 87, 90], "keep": [20, 80], "entir": 21, "anidet3": 21, "roboflow": 21, "m": 21, "x": [21, 40, 49, 53, 68, 86, 87, 103], "fastest": [21, 25], "most": [21, 30, 31, 34, 35], "confidence_scor": [21, 24], "genshin_post": [21, 47, 48, 49], "371": 21, "232": 21, "564": 21, "690": 21, "7533698678016663": 21, "135": [21, 53], "451": 21, "716": [21, 46], "6788613796234131": 21, "614": 21, "393": 21, "830": 21, "686": 21, "5612757205963135": 21, "1275": 21, "654": 21, "4047100841999054": 21, "calcul": [22, 31, 40, 43, 44], "comput": [22, 27, 31, 34, 42, 60, 86, 87, 99], "work": [22, 30, 31, 34, 37, 43, 70, 99], "aggreg": 22, "involv": 22, "segment": [22, 61, 107], "evalu": [22, 39], "algorithm": [22, 40, 43], "box1": 22, "box2": 22, "bboxtyp": 22, "measur": [22, 39, 40, 43], "divid": [22, 53], "4f": 22, "1429": 22, "bboxes1": 22, "bboxes2": 22, "liter": [22, 40, 49, 53, 65, 66, 81], "max": [22, 23], "raw": [22, 30, 31, 34, 38], "depend": [22, 68, 69, 106], "unknown": [22, 29, 81], "hungarian": 22, "find": [22, 49], "optim": [22, 31, 40], "assign": [22, 23, 30, 40], "among": [22, 40], "averag": 22, "detect1": 22, "detect2": 22, "bboxwithscoreandlabel": 22, "group": [22, 30, 44, 77], "correspond": [22, 40, 46, 51, 60, 83, 99, 103], "combin": [22, 38, 46], "against": [22, 84], "ground": [22, 95, 101], "truth": [22, 95, 101], "car": 22, "85": [22, 75, 83], "75": 22, "text_detect": 23, "been": [23, 99], "migrat": 23, "ocr": [23, 107], "detect_text_with_ocr": [23, 107], "soon": 23, "paddleocr": [23, 46], "dbnetpp_resnet50_fpnc_1200e_icdar2015": 23, "05": [23, 60, 75, 76, 90, 91, 92, 94, 99, 100, 101, 102, 104, 105], "max_area_s": 23, "640": 23, "region": [23, 48, 51, 95, 101], "dbnet": 23, "do": [23, 51, 92], "640x640": 23, "ani": [23, 31, 34, 38, 40, 48, 58, 60, 63, 68, 73, 83, 87, 89], "sinc": [23, 39], "appear": [24, 27], "font": 24, "pad": [24, 72], "see": [24, 68, 89], "text_pad": 24, "fontsiz": 24, "max_short_edge_s": 24, "fp": 24, "no_label": 24, "normal": [24, 31, 41, 58, 59, 60, 83], "predefin": [24, 74], "extract": [24, 25, 27, 28, 38, 40, 44, 46, 51, 60, 67, 68, 69, 70, 76, 83], "around": [24, 30, 35, 38, 55], "shortest": 24, "edg": [24, 55, 107], "maintain": [24, 35, 47, 53, 86, 110], "font_manag": 24, "fontproperti": 24, "properti": [24, 29, 49, 53, 68, 70], "cv2": 25, "have": [25, 27, 40, 81, 82, 95, 101, 106], "lowest": 25, "resourc": [25, 107], "low_threshold": 25, "high_threshold": 25, "200": [25, 35, 60], "assum": [25, 27, 28, 72], "its": [25, 27, 28, 30, 40, 46, 47, 60, 69, 72, 75, 77, 83, 89, 91, 92, 94, 95, 96, 99, 100, 101, 102, 104, 105], "low": [25, 34, 39, 41, 68, 80, 83, 84], "high": [25, 34, 35, 62, 68, 84, 98, 99], "outlin": 26, "comparison": [26, 75], "canni": [26, 107], "get_edge_by_canni": 26, "edge_image_with_canni": 26, "lineart": [26, 28, 107], "get_edge_by_lineart": 26, "edge_image_with_lineart": 26, "lineart_anim": [26, 107], "get_edge_by_lineart_anim": 26, "edge_image_with_lineart_anim": 26, "best": [27, 41, 49, 68], "effect": [27, 39, 48, 106], "closest": 27, "consum": 27, "amount": 27, "memori": [27, 30, 31, 35, 108, 109], "power": 27, "runtim": [27, 31, 89, 98], "coars": 27, "detect_resolut": [27, 28], "512": [27, 28, 55, 68, 84], "deeper": 27, "richer": 27, "probabl": [27, 31, 99], "extra": [27, 68], "increas": [27, 40], "resolut": [27, 28, 61, 84], "neural": [27, 28, 72, 87], "network": [27, 28, 72, 87], "machin": [29, 58, 87], "learn": [29, 58, 87], "those": [29, 30, 98], "hub": [29, 31], "manag": [29, 30, 31, 34, 35, 89, 107], "make": [29, 53, 58, 77, 87, 95, 99, 101], "classif": [29, 30, 34, 87, 91, 92, 94, 95, 96, 97, 100, 101, 102, 104, 105], "tag": [29, 107], "regress": 29, "cach": [29, 30, 31, 34, 35, 61, 88, 107], "mechan": 29, "thread": [29, 31, 34, 86, 106], "safe": [29, 31, 34, 69, 75, 76, 86, 97, 99, 101, 106, 107], "concurr": 29, "access": [29, 30, 31, 34, 53, 68, 86], "metadata": [29, 35, 41, 67, 69, 70, 107], "eattach_monochrome_experi": [29, 83], "want": 29, "tagger": [29, 83], "look": [29, 36, 46, 68, 91], "framework": [29, 59], "emb_attach": 29, "repo_id": [29, 30, 31, 34, 35, 83], "hf_token": [29, 30, 31, 34, 35], "problem": [29, 87, 95, 101], "id": [29, 30, 31, 34, 35], "authent": [29, 30, 31, 34, 35], "token": [29, 30, 31, 34, 35], "__init__": [29, 30, 31, 32, 34, 35, 38, 49, 53, 61, 70, 74], "instanc": [29, 30, 31, 35, 40, 48, 53, 60, 61, 74], "encoder_model": 29, "embed": [29, 30, 31, 34, 38, 83], "previous": 29, "store": [30, 31, 35, 36, 68, 69], "well": [30, 43], "interact": [30, 31, 34, 35], "also": [30, 58, 83, 110], "privat": [30, 31, 32, 34, 44], "fn_preprocess": 30, "callabl": [30, 60], "comprehens": [30, 31], "imagepreprocessfunc": 30, "variabl": [30, 49, 89], "_model_nam": 30, "_model": 30, "dictionari": [30, 36, 41, 58, 60, 68, 69, 70, 73, 74, 76, 83, 91, 94, 96, 100, 102, 104], "_label": 30, "_hf_token": 30, "org": 30, "repo": [30, 60], "clear": [30, 31, 34, 35, 40, 69, 91, 95, 101], "free": [30, 31, 35], "up": [30, 31, 35, 74], "launch_demo": [30, 31, 34, 35], "default_model_nam": [30, 31, 34, 35], "server_nam": [30, 31, 34, 35], "server_port": [30, 31, 34, 35], "launch": [30, 31, 34, 35], "gradio": [30, 31, 34, 35], "demo": [30, 31, 34, 35, 80], "interfac": [30, 31, 34, 35, 86], "ui": [30, 34, 35], "make_ui": [30, 31, 34, 35], "server": [30, 31, 34, 35], "select": [30, 31, 34, 35, 40, 48, 61], "dropdown": [30, 31], "port": [30, 31, 34, 35], "importerror": [30, 35], "instal": [30, 34, 35, 63, 69, 107], "properli": [30, 34, 68], "usernam": [30, 35], "repo_nam": [30, 35], "model_v1": 30, "7860": [30, 31, 35], "submit": 30, "recent": [30, 31, 34, 35], "label_group": 30, "highest": [30, 99], "through": [30, 31, 60, 83, 110], "error": [30, 38, 60, 83], "predict_fmt": 30, "fmt": [30, 31, 34, 41, 76, 83], "top5": 30, "logit": [30, 31, 34], "dict": [30, 31, 38, 41, 52, 58, 59, 60, 68, 69, 70, 76, 83, 86, 91, 92, 94, 95, 96, 100, 101, 102, 104, 105], "top": [30, 49, 98], "k": 30, "e": [30, 31, 40, 62, 65, 66, 81, 84, 87], "g": [30, 31, 40, 62, 65, 66, 81, 83, 84], "top10": 30, "predict_scor": 30, "ia": 30, "conveni": [30, 53, 68, 110], "wrapper": [30, 35, 38], "multimod": 31, "discoveri": 31, "variant": [31, 34], "pipelin": [31, 58, 60], "pattern": [31, 40, 74], "direct": 31, "api": [31, 34], "control": [31, 68], "via": 31, "web": [31, 34], "deploy": [31, 99], "reus": 31, "lru": 31, "demand": 31, "switch": 31, "image_encod": [31, 34], "upload": [31, 35], "enter": 31, "link": 31, "address": 31, "bind": 31, "organ": 31, "precomput": [31, 82], "cosin": 31, "scale": [31, 34, 48, 49, 53, 68, 72, 83, 108, 109], "complex": 31, "image_embed": 31, "text_embed": 31, "etc": [31, 60], "thei": [31, 40, 56, 60], "l2": [31, 83], "text_encod": [31, 34], "accept": 31, "_process_rgb": 32, "_process_alpha_channel_with_model": 32, "_process_rgba": 32, "attribut": 32, "attach": [33, 83, 107], "open_attach": 33, "classifi": [33, 91, 96, 97, 98, 100, 102, 104, 105, 107], "classifymodel": 33, "classify_predict_scor": 33, "classify_predict": 33, "classify_predict_fmt": 33, "imageenhanc": 33, "clip": [33, 60, 68, 107], "clipmodel": 33, "clip_image_encod": 33, "clip_text_encod": 33, "clip_predict": 33, "siglip": [33, 60, 107], "siglipmodel": 33, "siglip_image_encod": 33, "siglip_text_encod": 33, "siglip_predict": 33, "yolomodel": 33, "sigmoid": [34, 88], "loss": 34, "creation": [34, 58, 59, 70], "preprocessor": [34, 68], "reset": 34, "about": [34, 36], "hostnam": 34, "gr": [34, 35], "One": [34, 44], "detect": [35, 43, 46, 48, 52, 53, 54, 55, 73, 74, 89, 90, 95, 101, 107], "post": [35, 46], "helper": 35, "easi": 35, "cleanup": 35, "associ": [35, 70], "default_conf_threshold": 35, "default_iou_threshold": 35, "environmenterror": [35, 63, 69], "environ": [35, 84, 86, 89, 107], "offlin": 35, "yolov5": 35, "allow_dynam": 35, "dynam": [35, 58], "300": [35, 60], "400": 35, "simpl": 35, "explicitli": 35, "read": [36, 37, 38, 67, 68, 69], "write": [36, 37, 38, 67, 69], "exif": [36, 37, 68], "gif": [36, 37, 68], "comment": 36, "These": [36, 39, 61], "retriev": [36, 40], "context": [36, 37], "ai": [36, 37, 70, 90], "found": [36, 49, 68, 91], "attempt": [36, 49, 60, 68, 70, 89], "commonli": [36, 60, 77, 87], "where": [36, 40, 68, 69, 83, 86], "usercom": 36, "field": [36, 70], "dst_filenam": 36, "destin": [36, 68, 69, 70], "filenam": [36, 61], "pnginfo": [36, 38, 68, 70], "wai": [36, 68, 69], "geninfo": [37, 107], "lsb": [37, 70, 107], "signific": [37, 38, 40, 65, 70], "bit": [37, 38, 60, 70], "read_geninfo_paramet": 37, "read_geninfo_exif": 37, "read_geninfo_gif": 37, "write_geninfo_paramet": 37, "write_geninfo_exif": 37, "write_geninfo_gif": 37, "read_lsb_raw_byt": 37, "read_lsb_metadata": 37, "write_lsb_raw_byt": 37, "write_lsb_metadata": 37, "lsbreaderror": 37, "lsbextractor": 37, "imagelsbdataextractor": 37, "serialize_pnginfo": 37, "serialize_json": 37, "inject_data": 37, "steganographi": 38, "serial": 38, "json": 38, "compat": [38, 77, 83], "inject": 38, "emb": [38, 83], "seamlessli": 38, "hidden": 38, "decompress": 38, "them": [38, 48, 58, 65, 69, 83], "gzip": 38, "written": 38, "appropri": [38, 46, 60, 68], "serializ": [38, 58], "err": 38, "caus": [38, 106], "multi": [38, 86], "get_next_n_byt": 38, "next": [38, 56], "get_one_byt": 38, "form": [38, 77], "read_32bit_integ": 38, "32": [38, 60], "interpret": [38, 53], "big": 38, "endian": 38, "enough": 38, "magic": 38, "stealth_pngcomp": 38, "extract_data": 38, "length": [38, 40, 47], "compress": 38, "along": [38, 40, 72], "robust": [38, 40], "skytnt": [39, 61, 72], "poor": 39, "anime_dbaesthet": [39, 42], "better": [39, 43, 63, 83, 84, 90, 92, 95, 98, 101, 105], "2053756": 39, "09986039996147156": 39, "1663584": 39, "24299287796020508": 39, "4886411": 39, "38091593980789185": 39, "2066024": 39, "5131649971008301": 39, "3670169": 39, "6011670827865601": 39, "5930006": 39, "7067991495132446": 39, "3821265": 39, "8237218260765076": 39, "5512471": 39, "9187621474266052": 39, "limit": [40, 75], "smaller": 40, "7eu7d7": [40, 80, 84, 110], "ccip_onnx": 40, "cluster": [40, 44], "refer": [40, 43, 67, 98], "relev": 40, "aforement": 40, "manual": [40, 49], "384": [40, 44, 58, 59, 60], "caform": 40, "randaug": 40, "prune": 40, "vector": 40, "pruned_fp32": 40, "5_fp32": 40, "feat": 40, "768": [40, 46, 68], "17847511429108218": 40, "1951224011983088": 40, "18397327797685215": 40, "y": [40, 49, 86], "16583099961280823": 40, "42947039008140564": 40, "4037521779537201": 40, "4371533691883087": 40, "40748104453086853": 40, "392294704914093": 40, "whether": [40, 46, 48, 60, 70, 73, 76, 83, 84], "belong": 40, "pairwis": 40, "matrix": 40, "5350548e": 40, "08": [40, 60, 100, 101], "6583106e": 40, "01": 40, "2947042e": 40, "0375218e": 40, "8025822e": 40, "3715334e": 40, "0748104e": 40, "2675274e": 40, "9229470e": 40, "j": 40, "th": 40, "dbscan": 40, "dbscan_2": 40, "dbscan_fre": 40, "optic": [40, 46], "optics_best": 40, "epsilon": 40, "ep": 40, "min_sampl": 40, "ccipclustermethodtyp": 40, "12921094122454668": 40, "1291187648928262": 40, "1836453739562513": 40, "distanc": 40, "_featureorimag": 40, "sampl": [40, 44, 68, 90, 91, 92, 94, 95, 96, 100, 101, 102, 104, 105], "neighborhood": [40, 63], "core": [40, 108, 109], "few": 40, "too": 40, "sensit": [40, 48, 83, 95, 101], "tune": 40, "guidelin": 40, "deal": [40, 67], "solut": [40, 49], "small": [40, 48], "advis": [40, 75], "significantli": 40, "separ": 40, "slightli": 40, "exhibit": 40, "regular": [40, 63], "outfit": 40, "awar": 40, "highli": 40, "so": [40, 43, 80, 84], "care": 40, "diff": 40, "07437477": 40, "0356068": 40, "04396922": 40, "05131693": 40, "assess": 41, "aesthet": [41, 42, 107], "danbooru": [41, 75, 78, 80, 95, 98], "hakubooru": 41, "kohakublueleaf": 41, "swinv2pv3_v0_448_ls0": 41, "2_x": 41, "percentil": 41, "_default_model_nam": 41, "masterpiec": [41, 68], "9831666690063624": 41, "8810615667538594": 41, "great": 41, "8225559148288356": 41, "good": [41, 46], "591020403706702": 41, "2888798940585766": 41, "243279223969715": 41, "worst": [41, 68], "005268185993767627": 41, "275707557797432": 41, "7977807857096195": 41, "56098810210824": 41, "670568235218525": 41, "1677918508648872": 41, "9305131509900093": 41, "6085879728198051": 41, "6834832429885864": 41, "16141420602798462": 41, "05435194447636604": 41, "025083942338824272": 41, "024000568315386772": 41, "027076328173279762": 41, "024589713662862778": 41, "3757021427154541": 41, "3451208472251892": 41, "1511985808610916": 41, "04740551486611366": 41, "02172713913023472": 41, "027498546987771988": 41, "03134724497795105": 41, "39281174540519714": 41, "22457796335220337": 41, "15563568472862244": 41, "10796019434928894": 41, "047730278223752975": 41, "0393439345061779": 41, "031940147280693054": 41, "13832266628742218": 41, "20687267184257507": 41, "2509062886238098": 41, "1644320785999298": 41, "11332042515277863": 41, "08270663768053055": 41, "043439216911792755": 41, "033693961799144745": 41, "03375888615846634": 41, "050045162439346313": 41, "16734018921852112": 41, "4311050772666931": 41, "23242227733135223": 41, "05163438618183136": 41, "012833272106945515": 41, "01619996316730976": 41, "03074900433421135": 41, "1396280825138092": 41, "5038207173347473": 41, "22299200296401978": 41, "07377689331769943": 41, "02854202501475811": 41, "026677291840314865": 41, "02838410809636116": 41, "026617199182510376": 41, "02508518099784851": 41, "06039097160100937": 41, "8043031692504883": 41, "get_aesthetic_scor": 42, "ccip": [42, 107], "ccip_extract_featur": 42, "ccip_batch_extract_featur": 42, "ccip_default_threshold": 42, "ccip_differ": 42, "ccip_sam": 42, "ccip_batch_differ": 42, "ccip_batch_sam": 42, "ccip_default_clustering_param": 42, "ccip_clust": 42, "ccip_merg": 42, "dbaesthet": [42, 107], "laplacian": [42, 107], "laplacian_scor": 42, "lpip": [42, 107], "lpips_extract_featur": 42, "lpips_differ": 42, "lpips_clust": 42, "psnr_": [42, 107], "psnr": [42, 66], "blur": [43, 48], "than": [43, 44, 48, 86, 90, 98], "seem": 43, "just": [43, 63, 92, 95, 98, 101, 105], "we": [43, 65, 84], "explor": 43, "bluri": 43, "hutao": [43, 72, 75, 76, 80, 83], "156": 43, "68285005210006": 43, "text_blur": 43, "2276": 43, "66629157129": 43, "real2": 43, "908745781486806": 43, "mmd": 43, "1072": 43, "8372572065527": 43, "richzhang": 44, "perceptualsimilar": 44, "chafen_arknight": 44, "rand": 44, "reach": 44, "995": 44, "cnn": 44, "f1": 44, "f2": 44, "f3": 44, "f4": 44, "f5": 44, "64": [44, 60, 63, 68, 84, 108, 109], "99": [44, 83], "192": 44, "49": [44, 60], "256": [44, 58, 59, 65, 68], "img1": [44, 45, 83], "img2": [44, 45, 83], "anoth": 44, "16922694444656372": 44, "22250649333000183": 44, "6897575259208679": 44, "10956494510173798": 44, "6823137998580933": 44, "6837796568870544": 44, "nois": [44, 51, 63, 65], "inf": 45, "gaussian_20": 45, "dat": 45, "058228614646987": 45, "gaussian_3": 45, "27": [45, 60], "65611098737784": 45, "lq": 45, "29589659377844": 45, "recogn": [46, 60], "export": [46, 89], "recognit": 46, "ch_pp": 46, "ocrv4_det": 46, "heat_threshold": 46, "box_threshold": 46, "max_candid": 46, "1000": 46, "unclip_ratio": 46, "heat": 46, "candid": 46, "unclip": 46, "comic": [46, 92], "742": 46, "485": [46, 58, 59], "809": 46, "511": 46, "9543377610144915": 46, "682": 46, "98": 46, "734": 46, "124": 46, "9309689495575223": 46, "136": 46, "836": 46, "164": 46, "9042856988923695": 46, "144": 46, "455": 46, "196": 46, "874083638387722": 46, "719": 46, "835": 46, "488": 46, "8628696346175078": 46, "478": 46, "214": 46, "508": 46, "848871771901487": 46, "1030": 46, "557": 46, "1184": 46, "578": 46, "8352495440618789": 46, "427": 46, "129": 46, "553": 46, "154": 46, "8249209443996619": 46, "detect_model": 46, "recognize_model": 46, "ocrv4_rec": 46, "rotation_threshold": 46, "is_remove_dupl": 46, "rotat": [46, 49], "duplic": [46, 68], "mob": 46, "9356705927336156": 46, "shishou": 46, "8933000384412466": 46, "BUT": 46, "8730931912907247": 46, "oh": 46, "8417627579351514": 46, "mirror": 46, "7366019454049503": 46, "el": 46, "gato": 46, "iberico": 46, "7271127306351021": 46, "THAt": 46, "701928390168364": 46, "6965972578194936": 46, "chines": 46, "english": 46, "cannot": [46, 56, 58, 60, 70], "languag": 46, "func": [46, 88, 107], "japanes": [46, 68], "post_text": 46, "319": 46, "847": 46, "561": 46, "899": 46, "kancol": 46, "9130667787597329": 46, "552": 46, "811": 46, "791": 46, "921": 46, "1944": 46, "8566762346615406": 46, "820": 46, "558": 46, "850": 46, "fleet": 46, "collect": [46, 67], "8100635458911772": 46, "235": 46, "904": 46, "855": 46, "1009": 46, "\u6d77": 46, "6716076803280185": 46, "858": 46, "808": 46, "tsu": 46, "ka": 46, "NO": 46, "u": [46, 110], "mi": 46, "de": 46, "654507230718228": 46, "209": 46, "507": 46, "2888084133529467": 46, "japan_pp": 46, "ocrv3_rec": 46, "9230690942939336": 46, "8564870717047623": 46, "\u3044\u3064\u304b\u3042\u306e\u6d77\u3067": 46, "8061289060358996": 46, "8045396777081609": 46, "7311649382696896": 46, "\u8266\u3068\u308c\u308c": 46, "6648729016512889": 46, "ocrv2_det": 46, "ocrv3_det": 46, "ocrv4_server_det": 46, "ch_ppocr_mobile_slim_v2": 46, "0_det": 46, "ch_ppocr_mobile_v2": 46, "ch_ppocr_server_v2": 46, "en_pp": 46, "arabic_pp": 46, "ocrv2_rec": 46, "ocrv4_server_rec": 46, "0_rec": 46, "chinese_cht_pp": 46, "cyrillic_pp": 46, "devanagari_pp": 46, "en_number_mobile_v2": 46, "ka_pp": 46, "korean_pp": 46, "latin_pp": 46, "ta_pp": 46, "te_pp": 46, "dimens": [47, 60], "max_siz": [47, 58, 59, 60], "longer": 47, "after": [47, 60, 75, 80, 83], "1280": 47, "720": 47, "new_img": 47, "600": 47, "337": 47, "obscur": 48, "regist": [48, 49, 58, 59, 60], "rectangular": 48, "967": [48, 49], "143": [48, 49], "1084": [48, 49], "261": [48, 49], "246": [48, 49], "208": [48, 49], "331": [48, 49], "287": [48, 49], "662": [48, 49], "466": [48, 49], "705": [48, 49], "514": [48, 49], "479": [48, 49], "283": [48, 49], "326": [48, 49], "color_black": 48, "radiu": 48, "emoji": [48, 49], "penis": 48, "vagina": 48, "serv": [48, 60, 75], "foundat": 48, "inherit": [48, 60], "within": [48, 68, 75, 83], "fill": 48, "color_default": 48, "green": 48, "color_green": 48, "ffff00": 48, "color_ffff00": 48, "blur_4": 48, "blur_8": 48, "blur_12": 48, "pixelate_4": 48, "pixelate_8": 48, "pixelate_12": 48, "cl": 48, "arg": 48, "subclass": 48, "keyerror": 48, "alreadi": 48, "exist": [48, 69, 89, 92], "angl": 49, "end": [49, 68], "censor_area": [49, 50], "ratio_threshold": 49, "minimum": [49, 55, 61, 63], "total": [49, 108, 109], "star": [49, 80], "register_censor_method": [49, 50], "smiling_face_with_heart": 49, "twitter": 49, "appl": 49, "googl": 49, "microsoft": 49, "samsung": 49, "whatsapp": 49, "facebook": 49, "messeng": 49, "joypixel": 49, "openmoji": 49, "emojidex": 49, "mozilla": 49, "express": 49, "code": [49, 65, 80, 83], "_emojistyletyp": 49, "emoji_default": 49, "cat_fac": 49, "emoji_green": 49, "grinning_face_with_sweat": 49, "emoji_liuhanhuangd": 49, "minim": 49, "abl": [49, 56], "prefix": [49, 74, 79], "sum": 49, "cx": 49, "mass": 49, "occlus": 49, "cy": 49, "find_for_area": 49, "rectangl": 49, "corner": 49, "factor": [49, 60], "align": [50, 107], "align_maxs": 50, "censor_": [50, 107], "censor_nsfw": 50, "basecensor": 50, "colorcensor": 50, "blurcensor": 50, "pixelatecensor": 50, "imgcensor": [50, 107], "imagebasedcensor": 50, "emojibasedcensor": 50, "singleimag": 50, "squeez": [50, 107], "squeeze_with_transpar": 50, "fit": 51, "tightli": 51, "interest": 51, "jerry_with_spac": 51, "median_filt": 51, "median": 51, "kernel": 51, "larger": [51, 55, 85], "disabl": 51, "keypoint": [52, 53, 54, 55], "idea": 52, "research": 52, "auto_detect": 52, "out_bbox": 52, "person_detect_cfg": 52, "op18keypointset": [52, 54, 55], "rtmpose": 52, "config": [52, 59, 107, 110], "foot": [52, 53], "hand1": 52, "hand2": 52, "op18_visu": [52, 54], "0x7f5ca933f3d0": 52, "axesimag": 52, "0x7f5c98069790": 52, "all_": 53, "openpos": [53, 68], "op18": [53, 55], "__mul__": 53, "multipli": 53, "scalar": 53, "__truediv__": 53, "divisor": 53, "left_foot": 53, "left_hand": 53, "right_foot": 53, "right_hand": 53, "enum": 53, "enumer": 53, "symbol": [53, 80, 83], "readabl": [53, 83], "categor": 53, "nose": 53, "neck": 53, "elbow": 53, "wrist": 53, "ankl": 53, "ear": [53, 74, 81], "member": 53, "right_should": 53, "right_elbow": 53, "right_wrist": 53, "left_should": 53, "left_elbow": 53, "left_wrist": 53, "right_hip": 53, "right_kne": 53, "right_ankl": 53, "left_hip": 53, "left_kne": 53, "left_ankl": 53, "right_ey": 53, "left_ey": 53, "right_ear": 53, "left_ear": 53, "left_big_to": 53, "left_small_to": 53, "left_heel": 53, "right_big_to": 53, "right_small_to": 53, "right_heel": 53, "__int__": 53, "truncat": [53, 97, 107], "zero": 53, "must": [53, 74, 106], "preced": 53, "surround": 53, "whitespac": [53, 77], "36": [53, 60], "0b100": 53, "91": [53, 60], "112": 53, "92": [53, 60, 81], "113": [53, 60], "dwpose": [54, 107], "dwpose_estim": 54, "openpose18": 54, "op18_body_max": 54, "op18_body_min": 54, "op18_face_max": 54, "op18_face_min": 54, "op18_left_foot_max": 54, "op18_left_foot_min": 54, "op18_left_hand_max": 54, "op18_left_hand_min": 54, "op18_right_foot_max": 54, "op18_right_foot_min": 54, "op18_right_hand_max": 54, "op18_right_hand_min": 54, "keypoints_list": 55, "min_edge_s": 55, "draw_bodi": 55, "draw_hand": 55, "draw_feet": 55, "draw_fac": 55, "drawn": 55, "shorter": 55, "connect": 55, "ellips": 55, "facial": [55, 74, 91], "pars": [56, 58, 59, 67, 68, 107], "parser": [56, 58, 59, 68], "try": 56, "notparsetarget": 57, "register_pillow_transform": 57, "register_pillow_pars": 57, "create_pillow_transform": 57, "parse_pillow_transform": 57, "register_torchvision_transform": 57, "register_torchvision_pars": 57, "create_torchvision_transform": 57, "parse_torchvision_transform": 57, "register_creators_for_transform": 57, "notprocessortypeerror": 57, "create_transforms_from_transform": 57, "is_valid_size_dict": 57, "convert_to_size_dict": 57, "get_size_dict": 57, "create_clip_transform": 57, "create_transforms_from_clip_processor": 57, "create_convnext_transform": 57, "create_transforms_from_convnext_processor": 57, "create_vit_transform": 57, "create_transforms_from_vit_processor": 57, "create_siglip_transform": 57, "create_transforms_from_siglip_processor": 57, "create_bit_transform": 57, "create_transforms_from_bit_processor": 57, "create_blip_transform": 57, "create_transforms_from_blip_processor": 57, "create_mobilenetv2_transform": 57, "create_transforms_from_mobilenetv2_processor": 57, "tensor": [58, 59, 60, 69], "composit": [58, 60], "compos": [58, 59, 60], "sequenc": [58, 60, 74], "pillowcompos": [58, 60], "sequenti": 58, "decor": [58, 59, 60, 86], "facilit": 58, "creator": [58, 60], "tvalu": [58, 59], "describ": 58, "interpol": [58, 59, 60], "bicub": [58, 59, 60], "pillowres": [58, 60], "antialia": [58, 59, 60], "bilinear": [58, 59], "center_crop": [58, 59], "pillowcentercrop": [58, 60], "pillowtotensor": [58, 60], "maybe_to_tensor": [58, 59], "pillowmaybetotensor": 58, "std": [58, 59, 60], "pillownorm": [58, 60], "456": [58, 59], "406": [58, 59], "229": [58, 59], "225": [58, 59], "48500001430511475": 58, "4560000002384186": 58, "4059999883174896": 58, "2290000021457672": 58, "2240000069141388": 58, "22499999403953552": 58, "extend": [59, 83], "centercrop": 59, "totensor": 59, "maybetotensor": 59, "4850": 59, "4560": 59, "4060": 59, "2290": 59, "2240": 59, "2250": 59, "timm": 59, "interpolationmod": 59, "processor": [60, 108, 109], "vitimageprocessor": 60, "5906": 60, "33": 60, "donutimageprocessor": 60, "1901": 60, "70": [60, 84], "detrimageprocessor": 60, "1575": 60, "86": [60, 74], "clipimageprocessor": 60, "1374": 60, "73": 60, "videomaeimageprocessor": 60, "1093": 60, "convnextimageprocessor": 60, "648": 60, "65": 60, "segformerimageprocessor": 60, "533": 60, "00": 60, "beitimageprocessor": 60, "468": 60, "63": 60, "siglipimageprocessor": 60, "440": 60, "48": 60, "layoutlmv3imageprocessor": 60, "403": 60, "layoutlmv2imageprocessor": 60, "332": 60, "87": 60, "mllamaimageprocessor": 60, "qwen2vlimageprocessor": 60, "314": 60, "77": 60, "blipimageprocessor": 60, "276": 60, "55": 60, "idefics2imageprocessor": 60, "226": 60, "llavanextimageprocessor": 60, "215": 60, "bitimageprocessor": 60, "210": 60, "pix2structimageprocessor": 60, "conditionaldetrimageprocessor": 60, "53": 60, "samimageprocessor": 60, "52": 60, "deitimageprocessor": 60, "mask2formerimageprocessor": 60, "89": 60, "50": 60, "vivitimageprocessor": 60, "88": 60, "yolosimageprocessor": 60, "84": 60, "47": 60, "viltimageprocessor": 60, "41": 60, "detaimageprocessor": 60, "68": 60, "38": 60, "pixtralimageprocessor": 60, "mobilenetv2imageprocessor": 60, "mobilevitimageprocessor": 60, "61": 60, "34": [60, 108, 109], "dptimageprocessor": 60, "maskformerimageprocessor": 60, "28": 60, "nougatimageprocessor": 60, "ideficsimageprocessor": 60, "rtdetrimageprocessor": 60, "efficientnetimageprocessor": 60, "40": [60, 68], "deformabledetrimageprocessor": 60, "idefics3imageprocessor": 60, "fuyuimageprocessor": 60, "videollavaimageprocessor": 60, "pvtimageprocessor": 60, "09": 60, "oneformerimageprocessor": 60, "mobilenetv1imageprocessor": 60, "07": [60, 99, 100, 101, 104], "owlv2imageprocessor": 60, "chineseclipimageprocessor": 60, "efficientformerimageprocessor": 60, "llavaonevisionimageprocessor": 60, "swin2srimageprocessor": 60, "vithybridimageprocessor": 60, "owlvitimageprocessor": 60, "04": 60, "groundingdinoimageprocessor": 60, "03": 60, "perceiverimageprocessor": 60, "chameleonimageprocessor": 60, "levitimageprocessor": 60, "vitmatteimageprocessor": 60, "extens": [60, 75], "tri": 60, "def": [60, 86], "hasattr": 60, "feature_extractor": 60, "encount": 60, "becaus": 60, "until": 60, "successfulli": 60, "imageprocessor": 60, "autoimageprocessor": 60, "from_pretrain": 60, "openai": 60, "vit": 60, "patch32": 60, "pillowconvertrgb": 60, "48145467": 60, "4578275": 60, "40821072": 60, "26862955": 60, "2613026": 60, "2757771": 60, "size_dict": 60, "shortest_edg": 60, "invalid_kei": 60, "default_to_squar": 60, "height_width_ord": 60, "constraint": 60, "els": [60, 68, 108, 109], "incompat": [60, 83], "longest_edg": 60, "param_nam": 60, "entri": 60, "conform": 60, "messag": [60, 84], "do_res": 60, "do_center_crop": 60, "crop_siz": 60, "do_rescal": 60, "rescale_factor": 60, "00392156862745098": 60, "do_norm": 60, "image_mean": 60, "image_std": 60, "do_convert_rgb": 60, "rescal": 60, "deviat": 60, "clipprocessor": 60, "crop_pct": 60, "tailor": 60, "convnext": 60, "percentag": 60, "prepar": 60, "replic": 60, "build": [60, 75, 83], "blip": 60, "255": 60, "openai_clip_mean": 60, "openai_clip_std": 60, "accord": 60, "behavior": 60, "mobilenetv2": 60, "per": 60, "equival": 60, "bg": 61, "strict_level": 61, "min_select": 61, "min_width": 61, "min_height": 61, "min_resolut": 61, "strict": [61, 95, 101], "get_imag": 61, "get_image_fil": 61, "list_image_fil": 61, "random_imag": 61, "randomli": 61, "random_image_fil": 61, "8057": 61, "000000": 61, "000001": 61, "000002": 61, "000003": 61, "000004": 61, "home": 61, "dgh": [61, 69, 110], "2400x1600": 61, "0x7feb86ed5160": 61, "003258": 61, "400x400": 61, "0x7feb86a748b0": 61, "quickli": 62, "backgroundimageset": 62, "list_bg_image_fil": 62, "get_bg_image_fil": 62, "get_bg_imag": 62, "random_bg_image_fil": 62, "random_bg_imag": 62, "opencv": 63, "denois": [63, 68], "inspir": [63, 72, 76, 83, 103], "mf666": [63, 103], "mist": 63, "fucker": 63, "diameter_min": 63, "diameter_max": 63, "sigma_color_min": 63, "sigma_color_max": 63, "sigma_space_min": 63, "sigma_space_max": 63, "radius_min": 63, "radius_max": 63, "eps_min": 63, "eps_max": 63, "b_iter": 63, "g_iter": 63, "random": [63, 81], "bilater": 63, "guid": 63, "stage": 63, "preserv": 63, "diamet": 63, "sigma": 63, "space": [63, 72, 83], "window": [63, 68], "term": 63, "contrib": 63, "noisy_imag": 63, "cleaned_img": 63, "cleaned_imag": 63, "blurri": [64, 68], "noisi": 64, "nafnet": [64, 107], "scunet": [64, 65, 107], "adversari": [64, 107], "remove_adversarial_nois": 64, "restore_with_nafnet": 64, "restore_with_scunet": 64, "ve": 65, "gaussian": 65, "To": 65, "correctli": 65, "credibl": 65, "rgg": [65, 66], "red": [65, 74], "gopro": 65, "sidd": 65, "tile_s": [65, 66, 84], "tile_overlap": [65, 66, 84], "batch_siz": [65, 66, 84], "nafnetmodeltyp": 65, "tile": [65, 66, 84], "gan": 66, "128": 66, "scunetmodeltyp": 66, "automatic1111": 67, "stabl": [67, 68, 90, 110], "diffus": [67, 68, 90], "webui": [67, 68, 69], "novelai": 67, "sdwui": 67, "submodul": 67, "nai": [67, 107], "docstr": 67, "sdmetadata": 67, "parse_sdmeta_from_text": 67, "get_sdmeta_from_imag": 67, "save_image_with_sdmeta": 67, "read_metadata": 67, "save_with_metadata": 67, "naimetadata": 67, "get_naimeta_from_imag": 67, "add_naimeta_to_imag": 67, "save_image_with_naimeta": 67, "formatt": 68, "a1111": 68, "sd_metadata_simpl": 68, "sd_metadata_complex": 68, "prompt": 68, "neg_prompt": 68, "neg": 68, "__str__": 68, "sd1": 68, "extrem": 68, "delic": 68, "beauti": 68, "offici": 68, "global": [68, 106], "illumin": 68, "soft": 68, "shadow": 68, "super": 68, "light": 68, "novel": [68, 70], "4k": 68, "metal_textur": 68, "striped_background": 68, "rich": 68, "cg": 68, "uniti": 68, "8k": 68, "wallpap": 68, "unreal": 68, "sci": 68, "fi": 68, "fantasi": 68, "silver_skin": 68, "cut": [68, 74], "silver_impossible_bodysuit": 68, "gem_on_chest": 68, "cut_silver_mechanical_leotard": 68, "headgear": [68, 74], "1_girl": 68, "solo": [68, 73, 74, 75, 76, 80, 81, 82, 83], "slim_waist": 68, "hair": [68, 74], "long": 68, "lumin": 68, "medium_breast": [68, 82], "indistinct_camelto": 68, "flat_crotch": 68, "coquettish": 68, "squint": 68, "evil_smil": 68, "dark_persona": 68, "mouth": 68, "wet": 68, "slim_fac": 68, "tall_girl": 68, "matur": 68, "mature_fac": 68, "slim_figur": 68, "slim_leg": 68, "groin": 68, "bare_thigh": 68, "easyneg": 68, "sketch": 68, "ugli": 68, "huge": 68, "logo": 68, "monochrom": [68, 83, 94, 97, 107], "bad": 68, "mutat": 68, "horror": 68, "geometri": 68, "bad_prompt": 68, "miss": 68, "finger": 68, "limb": 68, "anatomi": 68, "interlock": 68, "digit": 68, "arm": 68, "2girl": 68, "deform": 68, "artist": 68, "blush": [68, 75, 76, 80, 83], "lipstick": 68, "skindent": 68, "tie": 68, "big_breast": 68, "thighhigh": [68, 75], "pubic_hair": [68, 74], "3d": [68, 92], "realist": 68, "slip": [68, 77], "head_out_of_fram": 68, "curvi": 68, "sampler": 68, "ddim": 68, "cfg": 68, "seed": 68, "3827064803": 68, "512x848": 68, "hash": 68, "eb49192009": 68, "anidosmix": 68, "skip": 68, "new_imag": 68, "let": 68, "what": 68, "nslim_fac": 68, "848": 68, "_sdmeta_text": 68, "directli": 68, "starri": 68, "night": 68, "daylight": 68, "euler": 68, "sd2": 68, "1girl": [68, 73, 74, 75, 76, 77, 80, 81, 82, 83], "blue": 68, "footwear": 68, "shoe": 68, "bang": [68, 74, 75, 80, 83], "indoor": 68, "sleev": 68, "ahog": [68, 74, 75, 76, 80, 83], "dress": [68, 74], "pot": 68, "plant": 68, "bag": [68, 75, 76, 80, 83], "bun": [68, 74], "lora": 68, "bluearchive10": 68, "bluearchiv": 68, "neg1": 68, "dpm": 68, "2m": 68, "sde": 68, "karra": 68, "2647703743": 68, "768x768": 68, "72bd94132e": 68, "cutemix": 68, "strength": 68, "controlnet": 68, "control_v11p_sd15_openpos": 68, "cab727d4": 68, "weight": 68, "perfect": 68, "param": 68, "hire": 68, "upscal": [68, 107], "latent": 68, "ti": 68, "339cc9210f70": 68, "66a7279a88dd": 68, "info": 68, "underli": [68, 86], "sd_meta": 68, "scope": 68, "dst_file": [68, 70], "webp": 68, "systemerror": [68, 70], "input_imag": 68, "output_imag": 68, "a41": 69, "safetensor": 69, "torch": 69, "command": [69, 110], "pip": [69, 110], "_check_env": 69, "model_fil": 69, "key1": 69, "value1": 69, "key2": 69, "value2": 69, "src_model_fil": 69, "dst_model_fil": 69, "new_metadata": 69, "john": 69, "doe": [69, 73, 81, 95, 101], "input_model": 69, "output_model": 69, "softwar": 70, "generation_tim": 70, "dataclass": 70, "encapsul": 70, "taken": 70, "alia": 70, "success": [70, 110], "add_lsb_meta": 70, "save_metainfo": 70, "metainfo": 70, "prefer": 70, "isneti": [71, 107], "get_isnetis_mask": 71, "segment_with_isneti": 71, "segment_rgba_with_isneti": 71, "co": 72, "seg": 72, "1024": [72, 83], "app": 72, "l8": 72, "00ff00": 72, "mask_": 72, "image_": 72, "hutao_seg": 72, "skadi": [72, 75, 76, 80, 83], "skadi_seg": 72, "drop": [73, 74, 75, 80, 82, 83], "cosplai": 73, "no_eyewear": 73, "eyewear": [73, 74], "span": [73, 74], "matter": [73, 74], "red_hair": [73, 74, 81, 82], "use_preset": 73, "custom_blacklist": 73, "onlin": 73, "preset": 73, "ones": 73, "neither": [73, 74], "nor": [73, 74], "anal_hair": 74, "anal_tail": 74, "arm_behind_head": 74, "arm_hair": 74, "arm_under_breast": 74, "arms_behind_head": 74, "bird_on_head": 74, "blood_in_hair": 74, "breasts_on_glass": 74, "breasts_on_head": 74, "cat_on_head": 74, "closed_ey": 74, "clothed_female_nude_femal": 74, "clothed_female_nude_mal": 74, "clothed_male_nude_femal": 74, "clothes_between_breast": 74, "cream_on_fac": 74, "drying_hair": 74, "empty_ey": 74, "face_to_breast": 74, "food_on_fac": 74, "food_on_head": 74, "game_boi": 74, "grabbing_anoth": 74, "s_hair": 74, "grabbing_own_breast": 74, "gun_to_head": 74, "head_between_breast": 74, "heart_in_ey": 74, "multiple_boi": 74, "multiple_girl": 74, "object_on_breast": 74, "object_on_head": 74, "paint_splatter_on_fac": 74, "parted_lip": [74, 75, 76, 80, 83], "penis_on_fac": 74, "person_on_head": 74, "pokemon_on_head": 74, "rabbit_on_head": 74, "rice_on_fac": 74, "severed_head": 74, "star_in_ey": 74, "sticker_on_fac": 74, "tentacles_on_mal": 74, "tying_hair": 74, "built": [74, 86], "mutabl": 74, "constructor": 74, "empti": 74, "hold": [74, 75, 76, 80, 83], "futa": 74, "cum": 74, "rub": 74, "shade": 74, "plai": 74, "drill": 74, "skin": 74, "sidelock": 74, "twintail": [74, 75, 76, 80, 83], "braid": 74, "afro": 74, "bald": 74, "dreadlock": 74, "ponytail": 74, "updo": 74, "beard": 74, "mustach": 74, "pointi": 74, "horn": 74, "tail": 74, "ornament": 74, "hairband": 74, "pupil": 74, "bow": [74, 75, 76], "headwear": 74, "ribbon": [74, 76, 80], "crown": 74, "cap": 74, "hairclip": [74, 80], "mole": 74, "halo": 74, "fluff": 74, "flower": [74, 75, 76, 80, 83], "glass": [74, 77], "fang": 74, "boi": 74, "beret": 74, "heterochromia": 74, "headdress": 74, "eyepatch": 74, "headphon": 74, "eyebrow": 74, "eyelash": 74, "sunglass": 74, "intak": 74, "scrunchi": 74, "ear_pierc": 74, "headband": 74, "ring": 74, "under_mouth": 74, "freckl": 74, "lip": 74, "eyelin": 74, "eyeshadow": 74, "tassel": 74, "whitelist_suffix": 74, "whitelist_prefix": 74, "whitelist_word": 74, "suffix": [74, 79], "pool": 74, "whitelist": 74, "blacklist": [74, 78, 107], "singular": 74, "plural": 74, "chair": 74, "whole": 74, "word": 74, "hear": 74, "72": 74, "outdat": 75, "anymor": 75, "baselin": 75, "practic": 75, "use_real_nam": [75, 80], "general_threshold": [75, 76, 83], "character_threshold": [75, 76, 83], "drop_overlap": [75, 76, 80, 83], "real": [75, 80, 97, 107], "renam": [75, 80], "redirect": [75, 80], "mani": [75, 80], "websit": [75, 80], "rate": [75, 76, 83, 95, 97, 107], "char": [75, 76, 83], "9897817373275757": 75, "question": [75, 76, 83, 95], "010265946388244629": 75, "explicit": [75, 76, 83, 95], "2809715270996094e": 75, "9939777851104736": 75, "5032387375831604": 75, "black_bord": 75, "9943548440933228": 75, "black_glov": [75, 76, 80, 83], "5011609792709351": 75, "blue_ski": [75, 76, 80, 83], "6877802610397339": 75, "5543792843818665": 75, "8268730640411377": 75, "cloud": [75, 76, 80, 83], "8504303693771362": 75, "cowboy_shot": [75, 76, 80, 83], "6008237600326538": 75, "crop_top": [75, 76, 80, 83], "6635787487030029": 75, "dai": [75, 76, 80, 83], "8496965765953064": 75, "glove": [75, 76, 80, 83], "6107005476951599": 75, "hair_between_ey": [75, 76, 80, 83], "668294370174408": 75, "5619469285011292": 75, "holding_baseball_bat": [75, 76, 80, 83], "5141720771789551": 75, "letterbox": 75, "long_hair": [75, 76, 80, 82, 83], "9884189963340759": 75, "looking_at_view": [75, 76, 80, 83], "5673105120658875": 75, "midriff": [75, 76, 80, 83], "6290556192398071": 75, "navel": [75, 76, 80, 83], "9631235003471375": 75, "no_hat": [75, 76, 80], "7978747487068176": 75, "no_headwear": [75, 76, 80, 83], "7577926516532898": 75, "outdoor": [75, 76, 80, 83], "7118550539016724": 75, "5452839136123657": 75, "pillarbox": 75, "9841411709785461": 75, "red_ey": [75, 76, 80, 83], "958786129951477": 75, "shirt": [75, 76, 80, 83], "6720131039619446": 75, "short_sleev": [75, 76, 80, 83], "7077711820602417": 75, "silver_hair": [75, 76, 80], "6673924326896667": 75, "sky": [75, 76, 80, 83], "8709812760353088": 75, "9614333510398865": 75, "sportswear": [75, 76, 80, 83], "7786177396774292": 75, "6842771172523499": 75, "sweat": [75, 76, 80, 83], "9076308012008667": 75, "thigh": [75, 76, 80, 83], "580970823764801": 75, "skadi_": [75, 76, 83], "arknight": [75, 76, 83], "9633345007896423": 75, "9988503456115723": 75, "001651763916015625": 75, "00012505054473876953": 75, "9829280972480774": 75, "894218385219574": 75, "8733789920806885": 75, "backpack": [75, 76, 80, 83], "6322951316833496": 75, "9987058639526367": 75, "bag_charm": [75, 76], "9754379987716675": 75, "6810564994812012": 75, "9708781838417053": 75, "6356008052825928": 75, "5633733868598938": 75, "brick_wal": 75, "5315935611724854": 75, "brown_hair": [75, 76, 80, 83], "9397273659706116": 75, "9229896664619446": 75, "charm_": [75, 76], "9006357789039612": 75, "citi": 75, "9020784497261047": 75, "cityscap": 75, "9547432661056519": 75, "5296419262886047": 75, "8253412246704102": 75, "5619839429855347": 75, "hair_flow": [75, 76, 80, 83], "8277763724327087": 75, "hair_orna": [75, 76, 80, 83], "9356368780136108": 75, "hair_ribbon": [75, 76, 80], "5288072824478149": 75, "jacket": [75, 76, 80, 83], "6336134076118469": 75, "9703260064125061": 75, "8188960552215576": 75, "phone_screen": 75, "9579574465751648": 75, "9954615235328674": 75, "plaid": [75, 76, 80], "9725285172462463": 75, "plaid_skirt": [75, 76, 80], "9638455510139465": 75, "pleated_skirt": [75, 76, 80, 83], "7226815819740295": 75, "5321241021156311": 75, "red_nail": [75, 80], "5493080615997314": 75, "school_bag": [75, 76], "9863407611846924": 75, "school_uniform": [75, 76, 80, 83], "6794284582138062": 75, "5062428116798401": 75, "shoulder_bag": 75, "9325523972511292": 75, "skirt": [75, 76, 80, 83], "92237788438797": 75, "skyscrap": 75, "7728171348571777": 75, "sleeves_past_wrist": [75, 76, 80], "7257086038589478": 75, "smile": [75, 76, 80, 83], "5357837080955505": 75, "6939404010772705": 75, "7054293155670166": 75, "tongu": [75, 76, 80, 83], "9990814924240112": 75, "tongue_out": [75, 76, 80, 83], "9992498755455017": 75, "5012534260749817": 75, "very_long_hair": [75, 76, 80, 82, 83], "7461410164833069": 75, "lagpixellol": 76, "deepgelbooru_onnx": 76, "categori": [76, 91, 99], "dim": [76, 83], "9986732006072998": 76, "0013858973979949951": 76, "315376281738281e": 76, "9972434639930725": 76, "basebal": [76, 83], "5982598662376404": 76, "baseball_bat": [76, 80, 83], "6429562568664551": 76, "bike_short": 76, "36296138167381287": 76, "8308937549591064": 76, "black_shirt": [76, 80, 83], "7388008832931519": 76, "6039759516716003": 76, "30909663438796997": 76, "9694308042526245": 76, "6422968506813049": 76, "5898381471633911": 76, "8145260810852051": 76, "652222216129303": 76, "dolphin_short": 76, "466494083404541": 76, "7183809280395508": 76, "6753682494163513": 76, "7302790880203247": 76, "6649775505065918": 76, "large_breast": [76, 80, 83], "8446108102798462": 76, "98187655210495": 76, "8140730857849121": 76, "6360533833503723": 76, "9635934829711914": 76, "33370012044906616": 76, "44239571690559387": 76, "7891374826431274": 76, "6471294164657593": 76, "9958090782165527": 76, "8736815452575684": 76, "872096061706543": 76, "5640895366668701": 76, "5049663186073303": 76, "8832778930664062": 76, "9687467813491821": 76, "sports_bra": 76, "3659853935241699": 76, "9309735298156738": 76, "49939480423927307": 76, "stomach": [76, 80, 83], "446407288312912": 76, "809670090675354": 76, "6560589075088501": 76, "47956040501594543": 76, "9832853674888611": 76, "9994162321090698": 76, "0008397102355957031": 76, "00035390257835388184": 76, "9926226139068604": 76, "899387001991272": 76, "34215790033340454": 76, "5701972246170044": 76, "9512913227081299": 76, "6664570569992065": 76, "5614628791809082": 76, "33615976572036743": 76, "5770801305770874": 76, "987317681312561": 76, "37286585569381714": 76, "cardigan": [76, 80], "36409223079681396": 76, "7329680919647217": 76, "collared_shirt": [76, 80], "5924292206764221": 76, "4344901144504547": 76, "7465001344680786": 76, "5225946307182312": 76, "6976451873779297": 76, "9265321493148804": 76, "34527891874313354": 76, "6675043106079102": 76, "9096828699111938": 76, "long_sleev": [76, 80, 83], "41341525316238403": 76, "8418735265731812": 76, "miniskirt": [76, 80], "3675632178783417": 76, "nail_polish": [76, 80], "5284417867660522": 76, "open_cloth": [76, 80], "30296844244003296": 76, "48789578676223755": 76, "36596980690956116": 76, "7759367227554321": 76, "6535028219223022": 76, "8975257873535156": 76, "36911237239837646": 76, "4171145558357239": 76, "3942635953426361": 76, "6772940754890442": 76, "9397937655448914": 76, "5207280516624451": 76, "4673041105270386": 76, "9118321537971497": 76, "9967410564422607": 76, "9970728158950806": 76, "8419480323791504": 76, "6489560604095459": 76, "white_shirt": [76, 80], "6217572689056396": 76, "underscor": [77, 83], "convent": 77, "restor": [77, 107], "use_spac": 77, "use_escap": 77, "include_scor": 77, "score_descend": 77, "_": 77, "escap": 77, "unsaf": 77, "sort": [77, 81], "descend": 77, "panty_pul": 77, "6826801300048828": 77, "958938717842102": 77, "drinking_glass": 77, "9340789318084717": 77, "areola_slip": 77, "41196826100349426": 77, "9988248348236084": 77, "drink": 77, "pull": 77, "areola": 77, "999": [77, 83], "959": 77, "934": 77, "683": 77, "412": 77, "mldanbooru": [78, 107], "get_mldanbooru_tag": 78, "wd14": [78, 80, 107], "get_wd14_tag": [78, 80], "convert_wd14_emb_to_predict": 78, "denormalize_wd14_emb": 78, "deepdanbooru": [78, 80, 107], "get_deepdanbooru_tag": [78, 80], "deepgelbooru": [78, 107], "get_deepgelbooru_tag": 78, "add_underlin": 78, "remove_underlin": 78, "tags_to_text": 78, "drop_overlap_tag": 78, "is_blacklist": 78, "drop_blacklisted_tag": 78, "char_whitelist_suffix": 78, "char_whitelist_prefix": 78, "char_whitelist_word": 78, "char_suffix": 78, "char_prefix": 78, "charactertagpool": 78, "is_basic_character_tag": 78, "drop_basic_character_tag": 78, "sort_tag": 78, "tag_match_suffix": 78, "tag_match_prefix": 78, "tag_match_ful": 78, "t1": 79, "t2": 79, "fulli": 79, "ml": 80, "448": 80, "keep_ratio": 80, "9999984502792358": [80, 102], "9999946355819702": 80, "9994951486587524": 80, "998144268989563": 80, "9978417158126831": 80, "9941409230232239": 80, "9799384474754333": 80, "979142427444458": 80, "961823582649231": 80, "961323618888855": 80, "9490893483161926": 80, "9450850486755371": 80, "9425153136253357": 80, "9409335255622864": 80, "9319437146186829": 80, "9265308976173401": 80, "9259042143821716": 80, "922250509262085": 80, "9199565052986145": 80, "9175475835800171": 80, "9102761745452881": 80, "9076938629150391": 80, "9052775502204895": 80, "8938589692115784": 80, "8894285559654236": 80, "8891903162002563": 80, "8845980763435364": 80, "8842408061027527": 80, "8659475445747375": 80, "862621009349823": 80, "8616052865982056": 80, "8562789559364319": 80, "short_short": [80, 83], "8555729389190674": 80, "8533340096473694": 80, "black_short": [80, 83], "8477485775947571": 80, "8430152535438538": 80, "tied_long_hair": [80, 83], "8340626955032349": 80, "crop_top_overhang": 80, "8266023397445679": 80, "8222048282623291": 80, "8202669620513916": 80, "8061150312423706": 80, "ass_visible_through_thigh": [80, 83], "7803354859352112": 80, "thigh_gap": [80, 83], "7789446711540222": 80, "arms_up": 80, "7052110433578491": 80, "9999866485595703": 80, "997043788433075": 80, "9969649910926819": 80, "9957101345062256": 80, "9928386807441711": 80, "9886980056762695": 80, "9864778518676758": 80, "ghost": [80, 83], "9769423007965088": 80, "9747489094734192": 80, "9736957550048828": 80, "9388670325279236": 80, "9356311559677124": 80, "91000896692276": 80, "8955123424530029": 80, "8910233378410339": 80, "8904104828834534": 80, "8881211280822754": 80, "8876776695251465": 80, "8864808678627014": 80, "8810517191886902": 80, "8798807263374329": 80, "8765745162963867": 80, "8737136125564575": 80, "8650439381599426": 80, "8613706827163696": 80, "blue_cardigan": 80, "8571277260780334": 80, "8333670496940613": 80, "8160212635993958": 80, "eyebrows_visible_through_hair": 80, "8122442364692688": 80, "8091571927070618": 80, "8082079887390137": 80, "8048468232154846": 80, "8042327165603638": 80, "7984272241592407": 80, "blazer": [80, 83], "794708251953125": 80, "78981614112854": 80, "7892146110534668": 80, "shaped_pupil": [80, 83], "7867060899734497": 80, "gradient_hair": 80, "786359965801239": 80, "7790888547897339": 80, "brown_skirt": 80, "7760675549507141": 80, "774523913860321": 80, "7721588015556335": 80, "7697228789329529": 80, "755959689617157": 80, "multicolored_hair": 80, "7477189898490906": 80, "7476690411567688": 80, "rail": 80, "7476617693901062": 80, "blue_jacket": 80, "7458406090736389": 80, "741143524646759": 80, "7364678978919983": 80, "7193643450737": 80, "red_neckwear": 80, "7108616828918457": 80, "7086325287818909": 80, "7055293321609497": 80, "7039415836334229": 80, "7018357515335083": 80, "shuffl": 81, "count": [81, 108, 109], "2boi": 81, "cat_ear": 81, "uniqu": 81, "8849405313291128": 82, "8548297594823425": 82, "03910296474461261": 82, "6615180440330748": 82, "21552028866308015": 82, "3165260620737027": 82, "47744464927382957": 82, "smilingwolf": 83, "wd": 83, "swinv2_v3": 83, "general_mcut_en": 83, "character_mcut_en": 83, "no_underlin": 83, "mcut": 83, "replac": 83, "index": [83, 110], "follw": 83, "valuabl": 83, "enabl": 83, "rapid": 83, "queri": 83, "With": 83, "mlp_layer1_seed1": 83, "001": 83, "simultan": 83, "0011444687843322754": 83, "8876402974128723": 83, "106781005859375": 83, "000277101993560791": 83, "997527003288269": 83, "9797663688659668": 83, "9905703663825989": 83, "9761719703674316": 83, "8981098532676697": 83, "8810765743255615": 83, "9498510360717773": 83, "8377365469932556": 83, "945058286190033": 83, "9457170367240906": 83, "969594419002533": 83, "7881088852882385": 83, "7687551379203796": 83, "9301245212554932": 83, "6703325510025024": 83, "white_hair": 83, "5292627811431885": 83, "8677047491073608": 83, "grey_hair": 83, "5859264731407166": 83, "9536856412887573": 83, "8056888580322266": 83, "8394746780395508": 83, "9473626613616943": 83, "8986269235610962": 83, "9385137557983398": 83, "8408567905426025": 83, "alternate_costum": 83, "4245271384716034": 83, "931140661239624": 83, "8830795884132385": 83, "7279844284057617": 83, "artist_nam": 83, "5333830714225769": 83, "64717698097229": 83, "9516432285308838": 83, "9655293226242065": 83, "9485014081001282": 83, "7366660833358765": 83, "7161656618118286": 83, "5858667492866516": 83, "6186309456825256": 83, "41193312406539917": 83, "467605859041214": 83, "36282333731651306": 83, "3756745457649231": 83, "motion_blur": 83, "5091936588287354": 83, "951993465423584": 83, "5634750723838806": 83, "8232709169387817": 83, "9869340658187866": 83, "49491602182388306": 83, "5193622708320618": 83, "003406703472137451": 83, "0007208287715911865": 83, "9798132181167603": 83, "8046203851699829": 83, "7596215009689331": 83, "7620116472244263": 83, "46084529161453247": 83, "48454540967941284": 83, "5152207016944885": 83, "8023070096969604": 83, "8653596639633179": 83, "7201820611953735": 83, "7816740870475769": 83, "697688639163971": 83, "8974947333335876": 83, "7491052746772766": 83, "5015512704849243": 83, "6401398181915283": 83, "43420469760894775": 83, "4528769850730896": 83, "5730487704277039": 83, "6739872694015503": 83, "5545973181724548": 83, "6946243047714233": 83, "5487751364707947": 83, "7439308166503906": 83, "4186026453971863": 83, "47378358244895935": 83, "4690653085708618": 83, "7565015554428101": 83, "hu_tao_": 83, "genshin_impact": 83, "9262397289276123": 83, "boo_tao_": 83, "942080020904541": 83, "denorm": 83, "denormalizer_nam": 83, "mnum2_al": 83, "understand": 83, "redund": 83, "structur": [83, 107], "b": 83, "r": [83, 95, 101], "c": 83, "linalg": 83, "norm": 83, "approx": [83, 84], "1e": 83, "cdc_anime_onnx": 84, "realli": 84, "As": [84, 95, 101], "1024x1024": 84, "2060": 84, "gpu": 84, "cost": 84, "cpu": [84, 89, 108, 109], "experi": 84, "hgsr": 84, "mhr": 84, "aug_x4_320": 84, "cute_waifu_aroma": 84, "pngimageplugin": 84, "pngimagefil": 84, "1168x1168": 84, "0x7f0e8ca06880": 84, "4672x4672": 84, "0x7f0e48edb640": 84, "cdc": [85, 107], "upscale_with_cdc": 85, "lru_cach": 86, "wrap": 86, "synchron": 86, "prevent": 86, "race": 86, "condit": 86, "maxsiz": 86, "expensive_funct": 86, "expens": 86, "lock": [86, 106], "safeti": [86, 103], "multithread": 86, "my_funct": 86, "introduc": 86, "acquisit": 86, "critic": 86, "mathemat": 87, "activ": 87, "deep": 87, "input_valu": 87, "frac": 87, "26894142": 87, "73105858": 87, "ts_lru_cach": 88, "get_onnx_provid": 88, "open_onnx_model": 88, "cudaexecutionprovid": 89, "cpuexecutionprovid": 89, "ckpt": 89, "inferencesess": 89, "onnx_mod": 89, "decid": 89, "linux": [89, 108, 109], "execut": [89, 108, 109], "ignor": 89, "cuda": [89, 108, 109], "forc": 89, "anime_ai_check": 90, "mobilenetv3_sce_dist": [90, 101, 105], "mainli": 90, "caformer_s36_plus_sc": 90, "graph": 90, "9996960163116455": 90, "9999125003814697": 90, "997803270816803": 90, "9960069060325623": 90, "9887709021568298": 90, "9998629093170166": 90, "0013722758740186691": 90, "00020673229300882667": 90, "0001895089662866667": 90, "0008857478387653828": 90, "552320024231449e": 90, "001168627175502479": 90, "bangumi": [91, 92], "vision": 91, "imageri": 91, "bangumi_char_typ": 91, "definit": [91, 98], "video": 91, "secondari": 91, "often": 91, "lack": 91, "lead": 91, "under": [91, 110], "three": 91, "judg": 91, "anime_portrait": [91, 97], "mobilenetv3_v0_dist": [91, 100, 104, 105], "9998525381088257": 91, "00012103465269319713": 91, "6464786313008517e": 91, "906112609314732e": 91, "06": [91, 92, 94, 99, 100, 101, 102, 104], "9997243285179138": 91, "0002490800397936255": 91, "7215803381986916e": 91, "354368557978887e": 91, "9998849630355835": 91, "90006631379947e": 91, "3920385754317977e": 91, "2084233276254963e": 91, "9998877048492432": 91, "732793503440917e": 91, "4264976925915107e": 91, "0623419257171918e": 91, "07076334953308105": 91, "9290977716445923": 91, "0001044218079186976": 91, "4467317163944244e": 91, "2568268832401372e": 91, "9999498128890991": 91, "1810528778587468e": 91, "879474429093534e": 91, "260669109295122e": 91, "9999510049819946": 91, "2321036592766177e": 91, "025227553938748e": 91, "4251427273848094e": 91, "999957799911499": 91, "4273678718600422e": 91, "6884023302263813e": 91, "880981603288092e": 91, "0002326338435523212": 91, "9996368885040283": 91, "164971561403945e": 91, "00020793956355191767": 91, "13438372313976288": 91, "8652494549751282": 91, "000158855298650451": 91, "000238816806813702": 91, "3589179217815399": 91, "6406960487365723": 91, "0001471740542910993": 91, "002255884697660804": 91, "08208147436380386": 91, "9152728915214539": 91, "00038967153523117304": 91, "227699592884164e": 91, "0835404282261152e": 91, "1437502406770363e": 91, "9999284744262695": 91, "2125529792683665e": 91, "0218892384727951e": 91, "00011914174683624879": 91, "9998584985733032": 91, "2007669283775613e": 91, "6357082131435163e": 91, "3068713896209374e": 91, "9999185800552368": 91, "066640925273532e": 91, "529400813335087e": 91, "089402500540018e": 91, "9999388456344604": 91, "6406959295272827": 91, "not_paint": 92, "anime_classif": 92, "older": 92, "mobilenetv3_v1": [92, 102], "5_dist": 92, "3_dist": 92, "plot": [92, 95, 101, 105], "caformer_s36_v1": 92, "3_focal": 92, "8346158862113953": 92, "004201625939458609": 92, "0028638991061598063": 92, "15633030235767365": 92, "001988308737054467": 92, "9868855476379395": 92, "001178382197394967": 92, "00015886101755313575": 92, "0005986307514831424": 92, "011178601533174515": 92, "9933090209960938": 92, "0012440024875104427": 92, "00040085514774546027": 92, "004924307577311993": 92, "00012189441622467712": 92, "00031298911198973656": 92, "9968050718307495": 92, "182305903872475e": 92, "0027923565357923508": 92, "7805559259140864e": 92, "0004650334012694657": 92, "996709942817688": 92, "736721191671677e": 92, "0027629584074020386": 92, "4619508621981367e": 92, "0003803370927926153": 92, "998649537563324": 92, "190127922105603e": 92, "0008622839814051986": 92, "595230686594732e": 92, "0004573142796289176": 92, "00031435859273187816": 92, "8671838641166687": 92, "13199880719184875": 92, "563074617180973e": 92, "153919796110131e": 92, "290010737255216e": 92, "9727378487586975": 92, "027150526642799377": 92, "162296004826203e": 92, "4933258828241378e": 92, "0004275702522136271": 92, "995402455329895": 92, "002233930164948106": 92, "001911122351884842": 92, "1603819727897644": 92, "0007561995880678296": 92, "00017044576816260815": 92, "838487982749939": 92, "0002034590725088492": 92, "005001617129892111": 92, "000932251859921962": 92, "009352140128612518": 92, "9846979379653931": 92, "6018555470509455e": 92, "004064667969942093": 92, "464051254326478e": 92, "025772539898753166": 92, "9699516296386719": 92, "00011656546121230349": 92, "287263775244355e": 92, "370255853951676e": 92, "01098843663930893": 92, "0031668643932789564": 92, "9857884049415588": 92, "499273488065228e": 92, "8419872251106426e": 92, "0003471920208539814": 92, "029472889378666878": 92, "9700765609741211": 92, "0012387704337015748": 92, "001172148622572422": 92, "787473391043022e": 92, "003680602880194783": 92, "9938107132911682": 92, "8346157073974609": 92, "8671836853027344": 92, "8384883403778076": 92, "9846979975700378": 92, "9700766801834106": 92, "greyscal": 93, "jpeg_ful": [93, 106], "6125901": 93, "6125785": [93, 106], "6124220": 93, "rough": [94, 95, 101], "polish": 94, "mobilenetv3_v2": 94, "2_dist": [94, 102], "910087929805741e": 94, "1241951510310173": 94, "8757457137107849": 94, "00018937293498311192": 94, "030049214139580727": 94, "9697614312171936": 94, "008933082222938538": 94, "05096456781029701": 94, "9401022791862488": 94, "009832272306084633": 94, "9898634552955627": 94, "00030428936588577926": 94, "013919820077717304": 94, "9819902181625366": 94, "004089969675987959": 94, "04166747257113457": 94, "9582782983779907": 94, "4218515288084745e": 94, "8849249482154846": 94, "1149177998304367": 94, "0001573085755808279": 94, "9907882809638977": 94, "008958994410932064": 94, "0002527958422433585": 94, "9831690788269043": 94, "01682441122829914": 94, "613856385229155e": 94, "8757458329200745": 94, "8849248290061951": 94, "million": 95, "anime_r": [95, 97], "boundari": [95, 101], "challeng": [95, 101], "clean": [95, 101], "judgment": [95, 101], "intend": [95, 101], "quick": [95, 101, 107], "estim": [95, 101], "basi": [95, 101], "mobilenetv3_large_100_v0_ls0": 95, "caformer_s36_v0_ls0": 95, "7508869767189026": 95, "7034655809402466": 95, "728887677192688": 95, "7404400110244751": 95, "7446154952049255": 95, "7514738440513611": 95, "768704354763031": 95, "8219676613807678": 95, "7267540693283081": 95, "7645740509033203": 95, "7216582894325256": 95, "7615436315536499": 95, "815083920955658": 95, "8321858644485474": 95, "8204999566078186": 95, "820833146572113": 95, "chdir": 95, "doc": 95, "api_doc": 95, "7508870363235474": 95, "11212056130170822": 95, "06781744956970215": 95, "06917501986026764": 95, "7034654021263123": 95, "15903906524181366": 95, "06688199192285538": 95, "07061357796192169": 95, "7288877964019775": 95, "1476859599351883": 95, "060362350195646286": 95, "06306383013725281": 95, "7404399514198303": 95, "10337048768997192": 95, "08087948709726334": 95, "07530999928712845": 95, "055992450565099716": 95, "7446154356002808": 95, "13191790878772736": 95, "06747424602508545": 95, "06458679586648941": 95, "10566363483667374": 95, "07827574014663696": 95, "07079866528511047": 95, "7687042951583862": 95, "09974884241819382": 95, "06074819341301918": 95, "050435908138751984": 95, "8219675421714783": 95, "0593985915184021": 95, "06819795072078705": 95, "06569571048021317": 95, "1177448257803917": 95, "726753830909729": 95, "08980562537908554": 95, "06481882929801941": 95, "06922297924757004": 95, "10138414055109024": 95, "06351721286773682": 95, "07683827728033066": 95, "13798624277114868": 95, "05942752957344055": 95, "10584963858127594": 95, "7615437507629395": 95, "07317910343408585": 95, "060196295380592346": 95, "06751583516597748": 95, "0572039857506752": 95, "05398125201463699": 95, "06124086305499077": 95, "0525919646024704": 95, "8321859240531921": 95, "05922013148665428": 95, "06274889409542084": 95, "057530902326107025": 95, "8205001354217529": 95, "05683052912354469": 95, "06635929644107819": 95, "05597696080803871": 95, "8208332657814026": 95, "non_furri": 96, "mobilenetv3_v0": 96, "1_dist": 96, "9898804426193237": 96, "010119626298546791": 96, "9677742123603821": 96, "032225821167230606": 96, "959551215171814": 96, "040448784828186035": 96, "9535530209541321": 96, "04644693806767464": 96, "04358793422579765": 96, "9564120769500732": 96, "02767963521182537": 96, "9723203182220459": 96, "028900373727083206": 96, "9710996150970459": 96, "037573859095573425": 96, "9624261260032654": 96, "aicheck": [97, 107], "get_ai_created_scor": 97, "is_ai_cr": 97, "bangumi_char": [97, 107], "anime_bangumi_char_scor": 97, "anime_bangumi_char": 97, "anime_classify_scor": 97, "anime_classifi": 97, "is_greyscal": 97, "anime_completeness_scor": 97, "anime_complet": 97, "dbrate": [97, 107], "anime_dbrating_scor": 97, "anime_dbr": 97, "furri": [97, 107], "anime_furry_scor": 97, "anime_furri": 97, "get_monochrome_scor": 97, "is_monochrom": 97, "nsfw_pred_scor": 97, "nsfw_pred": 97, "portrait": [97, 107], "anime_portrait_scor": 97, "anime_rating_scor": 97, "anime_real_scor": 97, "safe_check_scor": 97, "safe_check": 97, "style_ag": [97, 107], "anime_style_age_scor": 97, "anime_style_ag": 97, "teen": [97, 107], "anime_teen_scor": 97, "anime_teen": 97, "is_truncated_fil": 97, "screen": 98, "row": 98, "bottom": 98, "grayscal": 98, "monochrome_detect": 98, "mobilenetv3_large_100_dist_safe2": 98, "mobilenetv3_dist": 98, "caformer_s36": 98, "mono": 98, "9614395499229431": 98, "9458909034729004": 98, "9559807777404785": 98, "9651952981948853": 98, "9379720687866211": 98, "8814834356307983": 98, "03941023349761963": 98, "07492382079362869": 98, "09546589106321335": 98, "016521310433745384": 98, "005693843588232994": 98, "0315730981528759": 98, "Not": 99, "five": 99, "hentai": 99, "neutral": 99, "porn": 99, "sexi": 99, "infinit": 99, "nsfwj": 99, "tfj": 99, "mobil": 99, "9970946311950684": 99, "00198739324696362": 99, "000894528697244823": 99, "4315058251668233e": 99, "099447197513655e": 99, "9282580614089966": 99, "061733175069093704": 99, "008979619480669498": 99, "0007789491210132837": 99, "0002501663693692535": 99, "7945129871368408": 99, "2044062316417694": 99, "0005603990866802633": 99, "0004847997915931046": 99, "564094367902726e": 99, "7977773547172546": 99, "01352313905954361": 99, "18791256844997406": 99, "0004888656549155712": 99, "00029804420773871243": 99, "04498734697699547": 99, "9509441256523132": 99, "4087972633424215e": 99, "003999904729425907": 99, "4542059185914695e": 99, "002892113756388426": 99, "982390284538269": 99, "02520776737947e": 99, "014633022248744965": 99, "858086610212922e": 99, "002532319398596883": 99, "9887337684631348": 99, "231979568838142e": 99, "008699454367160797": 99, "8187158022774383e": 99, "03564726561307907": 99, "954788088798523": 99, "343036850215867e": 99, "009289607405662537": 99, "00020158555707894266": 99, "006372362840920687": 99, "006019102409482002": 99, "9694945812225342": 99, "015214097686111927": 99, "002899901708588004": 99, "0004039364866912365": 99, "00012730166781693697": 99, "987038791179657": 99, "007135333959013224": 99, "005294707603752613": 99, "06964848190546036": 99, "0014777459437027574": 99, "9276643395423889": 99, "0003031621454283595": 99, "0009063396137207747": 99, "00028707628371194005": 99, "00010888021643040702": 99, "9992460012435913": 99, "00015473493840545416": 99, "0002033217460848391": 99, "563037691696081e": 99, "008058490231633186": 99, "00044566826545633376": 99, "937960684299469": 99, "05353058874607086": 99, "364063445587817e": 99, "00562260951846838": 99, "00012077406427124515": 99, "9897090792655945": 99, "004547217860817909": 99, "564737981942017e": 99, "016690678894519806": 99, "001258736359886825": 99, "9766013622283936": 99, "005440687295049429": 99, "4481674952548929e": 99, "01861923187971115": 99, "0008914825739338994": 99, "9674761295318604": 99, "012998746708035469": 99, "691116141155362e": 99, "0007601747056469321": 99, "0005019629606977105": 99, "039504989981651306": 99, "9591660499572754": 99, "0001652583305258304": 99, "0002614929690025747": 99, "020374108105897903": 99, "029394468292593956": 99, "9498046040534973": 99, "00016299057460855693": 99, "004782819654792547": 99, "002861740067601204": 99, "12280157208442688": 99, "8693908452987671": 99, "0001731760276015848": 99, "304211274255067e": 99, "03286275267601013": 99, "010648751631379128": 99, "9562522172927856": 99, "999900221824646": 100, "645313209854066e": 100, "3387104445428122e": 100, "9999704360961914": 100, "4465465685352683e": 100, "071506166132167e": 100, "9999785423278809": 100, "512719154561637e": 100, "292278612818336e": 100, "919455750496127e": 100, "9999444484710693": 100, "3647335082350764e": 100, "0555699191172607e": 100, "9999880790710449": 100, "3210242286731955e": 100, "7451418898417614e": 100, "9999822378158569": 100, "2084267331811134e": 100, "7460413321023225e": 100, "1532473820352607e": 100, "9999996423721313": 100, "0316136922483565e": 100, "840229633236049e": 100, "9999998807907104": [100, 101], "736660568800289e": 100, "199210472208506e": 100, "9999992847442627": 100, "r15": 101, "r18": 101, "sankaku": 101, "mobilenetv3_v1_pruned_ls0": 101, "caformer_s36_plu": [101, 105], "5863172936624323e": 101, "480062353375615e": 101, "9924363493919373": 101, "007255776319652796": 101, "0003077814180869609": 101, "996969997882843": 101, "0030054834205657244": 101, "4601260520284995e": 101, "9966891407966614": 101, "003293127752840519": 101, "770909148035571e": 101, "00025384966284036636": 101, "9996721744537354": 101, "399192691082135e": 101, "973351603141055e": 101, "9998563528060913": 101, "391309580067173e": 101, "0018681309884414077": 101, "9827859997749329": 101, "015345841646194458": 101, "013710384257137775": 101, "8339558839797974": 101, "15233369171619415": 101, "951323833462084e": 101, "00029566374723799527": 101, "9997004270553589": 101, "00018434497178532183": 101, "568440272123553e": 101, "9997699856758118": 101, "11225129129889e": 101, "051862899563275e": 101, "9999485015869141": 101, "902020231791539e": 101, "0005639699520543218": 101, "9994290471076965": 101, "anime_real_cl": 102, "4_dist": 102, "9999716281890869": 102, "8398366339388303e": 102, "9992202520370483": 102, "0007797438884153962": 102, "9999709129333496": 102, "905452492996119e": 102, "9999765157699585": 102, "3499671442550607e": 102, "9994087219238281": 102, "0005913018831051886": 102, "9999759197235107": 102, "4061362637439743e": 102, "9999052286148071": 102, "475799015490338e": 102, "403173675702419e": 102, "5848207794988411e": 102, "0010207017185166478": 102, "9989792704582214": 102, "2124368115328252e": 102, "9999977350234985": 102, "6512358342879452e": 102, "9999834299087524": 102, "359853614412714e": 102, "9999936819076538": 102, "600314317329321e": 102, "9999840259552002": 102, "5589323083986528e": 102, "9999843835830688": 102, "5513256585109048e": 102, "9999845027923584": 102, "pollut": 103, "shit": 103, "checker": 103, "mobilenet": 103, "v2": 103, "max_batch_s": 103, "1970": 104, "1980": 104, "1990": 104, "2000": 104, "2010": 104, "2015": 104, "2020": 104, "ag": 104, "9805465340614319": 104, "761269782553427e": 104, "0005044879508204758": 104, "01569165475666523": 104, "002850610064342618": 104, "00037849770160391927": 104, "9434612113400362e": 104, "053497342392802e": 104, "9992554783821106": 104, "0006490182713605464": 104, "8857468805654207e": 104, "317252262353577e": 104, "314484721769986e": 104, "0750001138148946e": 104, "706833609205205e": 104, "00034479793976061046": 104, "9995512366294861": 104, "391363472677767e": 104, "4607510820496827e": 104, "0679690351244062e": 104, "661913514311891e": 104, "757471131393686e": 104, "0744897230761126e": 104, "76177470368566e": 104, "9996387958526611": 104, "160279296338558e": 104, "00013228354509919882": 104, "1361367038916796e": 104, "464057489414699e": 104, "2412899599876255e": 104, "703883653040975e": 104, "127358498517424e": 104, "9973921775817871": 104, "0022309015039354563": 104, "00018872201326303184": 104, "780902943617548e": 104, "422096920578042e": 104, "638929097680375e": 104, "152203023797483e": 104, "00028818511054851115": 104, "9996094107627869": 104, "58777353237383e": 104, "9200742826797068e": 104, "00017117452807724476": 104, "518441947875544e": 104, "885544381570071e": 104, "4389253010449465e": 104, "1696006772108376e": 104, "9996393918991089": 104, "contenti": 105, "safe_teen": 105, "non_teen": 105, "caformer_s36_v0": 105, "9998493194580078": 105, "0378791052498855e": 105, "00012023092131130397": 105, "9790042638778687": 105, "0017522255657240748": 105, "01924353837966919": 105, "9998124241828918": 105, "19778298237361e": 105, "0001456339523429051": 105, "0008521362324245274": 105, "9989691972732544": 105, "00017870066221803427": 105, "0992944781901315e": 105, "9994398951530457": 105, "0004991036257706583": 105, "2035720727872103e": 105, "9994019269943237": 105, "0005460577667690814": 105, "0478151529678144e": 105, "524079147609882e": 105, "999934196472168": 105, "786742884898558e": 105, "653994154883549e": 105, "9998156428337097": 105, "0001218809193233028": 105, "00013706681784242392": 105, "9997410178184509": 105, "jpeg_trunc": 106, "2216614_truncat": 106, "imagefil": 106, "load_truncated_imag": 106, "ascii": 107, "metric": 107, "list_det_model": 107, "list_rec_model": 107, "sd": 107, "platform": [108, 109], "shutil": [108, 109], "cpuinfo": [108, 109], "psutil": [108, 109], "hbutil": [108, 109], "size_to_bytes_str": [108, 109], "python_implement": [108, 109], "python_vers": [108, 109], "brand": [108, 109], "get_cpu_info": [108, 109], "brand_raw": [108, 109], "cpu_count": [108, 109], "freq": [108, 109], "cpu_freq": [108, 109], "mhz": [108, 109], "virtual_memori": [108, 109], "precis": [108, 109], "ye": [108, 109], "nvidia": [108, 109], "smi": [108, 109], "1021": [108, 109], "azur": [108, 109], "x86_64": [108, 109], "glibc2": [108, 109], "cpython": [108, 109], "amd": [108, 109], "epyc": [108, 109], "7763": [108, 109], "3248": 108, "87525": 108, "615": [108, 109], "gib": [108, 109], "deploi": [108, 109], "action": [108, 109], "3032": 109, "3804999999998": 109, "imgutil": 110, "pypi": 110, "simpli": 110, "newest": 110, "git": 110, "script": 110, "__name__": 110, "__main__": 110, "narugo1992": 110, "still": 110, "out": 110, "io": 110, "html": 110, "faq": 111}, "objects": {"imgutils": [[1, 0, 0, "-", "ascii"], [2, 0, 0, "-", "config"], [9, 0, 0, "-", "data"], [19, 0, 0, "-", "detect"], [26, 0, 0, "-", "edge"], [33, 0, 0, "-", "generic"], [37, 0, 0, "-", "metadata"], [42, 0, 0, "-", "metrics"], [46, 0, 0, "-", "ocr"], [50, 0, 0, "-", "operate"], [54, 0, 0, "-", "pose"], [57, 0, 0, "-", "preprocess"], [62, 0, 0, "-", "resource"], [64, 0, 0, "-", "restore"], [67, 0, 0, "-", "sd"], [71, 0, 0, "-", "segment"], [78, 0, 0, "-", "tagging"], [85, 0, 0, "-", "upscale"], [88, 0, 0, "-", "utils"], [97, 0, 0, "-", "validate"]], "imgutils.ascii": [[0, 0, 0, "-", "drawing"]], "imgutils.ascii.drawing": [[0, 1, 1, "", "ascii_drawing"]], "imgutils.config": [[3, 0, 0, "-", "meta"]], "imgutils.config.meta": [[3, 2, 1, "", "__AUTHOR_EMAIL__"], [3, 2, 1, "", "__AUTHOR__"], [3, 2, 1, "", "__DESCRIPTION__"], [3, 2, 1, "", "__TITLE__"], [3, 2, 1, "", "__VERSION__"]], "imgutils.data": [[4, 0, 0, "-", "background"], [5, 0, 0, "-", "blob"], [6, 0, 0, "-", "decode"], [7, 0, 0, "-", "encode"], [8, 0, 0, "-", "image"], [10, 0, 0, "-", "layer"], [11, 0, 0, "-", "url"]], "imgutils.data.background": [[4, 1, 1, "", "grid_background"], [4, 1, 1, "", "grid_transparent"]], "imgutils.data.blob": [[5, 1, 1, "", "is_valid_image_blob_url"], [5, 1, 1, "", "load_image_from_blob_url"], [5, 1, 1, "", "to_blob_url"]], "imgutils.data.decode": [[6, 1, 1, "", "rgb_decode"]], "imgutils.data.encode": [[7, 1, 1, "", "rgb_encode"]], "imgutils.data.image": [[8, 1, 1, "", "has_alpha_channel"], [8, 1, 1, "", "load_image"], [8, 1, 1, "", "load_images"]], "imgutils.data.layer": [[10, 1, 1, "", "istack"]], "imgutils.data.url": [[11, 1, 1, "", "download_image_from_url"], [11, 1, 1, "", "is_http_url"]], "imgutils.detect": [[12, 0, 0, "-", "booru_yolo"], [13, 0, 0, "-", "censor"], [14, 0, 0, "-", "eye"], [15, 0, 0, "-", "face"], [16, 0, 0, "-", "halfbody"], [17, 0, 0, "-", "hand"], [18, 0, 0, "-", "head"], [20, 0, 0, "-", "nudenet"], [21, 0, 0, "-", "person"], [22, 0, 0, "-", "similarity"], [23, 0, 0, "-", "text"], [24, 0, 0, "-", "visual"]], "imgutils.detect.booru_yolo": [[12, 1, 1, "", "detect_with_booru_yolo"]], "imgutils.detect.censor": [[13, 1, 1, "", "detect_censors"]], "imgutils.detect.eye": [[14, 1, 1, "", "detect_eyes"]], "imgutils.detect.face": [[15, 1, 1, "", "detect_faces"]], "imgutils.detect.halfbody": [[16, 1, 1, "", "detect_halfbody"]], "imgutils.detect.hand": [[17, 1, 1, "", "detect_hands"]], "imgutils.detect.head": [[18, 1, 1, "", "detect_heads"]], "imgutils.detect.nudenet": [[20, 1, 1, "", "detect_with_nudenet"]], "imgutils.detect.person": [[21, 1, 1, "", "detect_person"]], "imgutils.detect.similarity": [[22, 1, 1, "", "bboxes_similarity"], [22, 1, 1, "", "calculate_iou"], [22, 1, 1, "", "detection_similarity"]], "imgutils.detect.text": [[23, 1, 1, "", "detect_text"]], "imgutils.detect.visual": [[24, 1, 1, "", "detection_visualize"]], "imgutils.edge": [[25, 0, 0, "-", "canny"], [27, 0, 0, "-", "lineart"], [28, 0, 0, "-", "lineart_anime"]], "imgutils.edge.canny": [[25, 1, 1, "", "edge_image_with_canny"], [25, 1, 1, "", "get_edge_by_canny"]], "imgutils.edge.lineart": [[27, 1, 1, "", "edge_image_with_lineart"], [27, 1, 1, "", "get_edge_by_lineart"]], "imgutils.edge.lineart_anime": [[28, 1, 1, "", "edge_image_with_lineart_anime"], [28, 1, 1, "", "get_edge_by_lineart_anime"]], "imgutils.generic": [[29, 0, 0, "-", "attachment"], [30, 0, 0, "-", "classify"], [31, 0, 0, "-", "clip"], [32, 0, 0, "-", "enhance"], [34, 0, 0, "-", "siglip"], [35, 0, 0, "-", "yolo"]], "imgutils.generic.attachment": [[29, 3, 1, "", "Attachment"], [29, 1, 1, "", "open_attachment"]], "imgutils.generic.attachment.Attachment": [[29, 4, 1, "", "__init__"], [29, 5, 1, "", "encoder_model"], [29, 4, 1, "", "predict"]], "imgutils.generic.classify": [[30, 3, 1, "", "ClassifyModel"], [30, 1, 1, "", "classify_predict"], [30, 1, 1, "", "classify_predict_fmt"], [30, 1, 1, "", "classify_predict_score"]], "imgutils.generic.classify.ClassifyModel": [[30, 4, 1, "", "__init__"], [30, 4, 1, "", "clear"], [30, 4, 1, "", "launch_demo"], [30, 4, 1, "", "make_ui"], [30, 4, 1, "", "predict"], [30, 4, 1, "", "predict_fmt"], [30, 4, 1, "", "predict_score"]], "imgutils.generic.clip": [[31, 3, 1, "", "CLIPModel"], [31, 1, 1, "", "clip_image_encode"], [31, 1, 1, "", "clip_predict"], [31, 1, 1, "", "clip_text_encode"]], "imgutils.generic.clip.CLIPModel": [[31, 4, 1, "", "__init__"], [31, 4, 1, "", "clear"], [31, 4, 1, "", "image_encode"], [31, 4, 1, "", "launch_demo"], [31, 4, 1, "", "make_ui"], [31, 4, 1, "", "predict"], [31, 4, 1, "", "text_encode"]], "imgutils.generic.enhance": [[32, 3, 1, "", "ImageEnhancer"]], "imgutils.generic.enhance.ImageEnhancer": [[32, 4, 1, "", "__init__"], [32, 4, 1, "", "process"]], "imgutils.generic.siglip": [[34, 3, 1, "", "SigLIPModel"], [34, 1, 1, "", "siglip_image_encode"], [34, 1, 1, "", "siglip_predict"], [34, 1, 1, "", "siglip_text_encode"]], "imgutils.generic.siglip.SigLIPModel": [[34, 4, 1, "", "__init__"], [34, 4, 1, "", "clear"], [34, 4, 1, "", "image_encode"], [34, 4, 1, "", "launch_demo"], [34, 4, 1, "", "make_ui"], [34, 4, 1, "", "predict"], [34, 4, 1, "", "text_encode"]], "imgutils.generic.yolo": [[35, 3, 1, "", "YOLOModel"], [35, 1, 1, "", "yolo_predict"]], "imgutils.generic.yolo.YOLOModel": [[35, 4, 1, "", "__init__"], [35, 4, 1, "", "clear"], [35, 4, 1, "", "launch_demo"], [35, 4, 1, "", "make_ui"], [35, 4, 1, "", "predict"]], "imgutils.metadata": [[36, 0, 0, "-", "geninfo"], [38, 0, 0, "-", "lsb"]], "imgutils.metadata.geninfo": [[36, 1, 1, "", "read_geninfo_exif"], [36, 1, 1, "", "read_geninfo_gif"], [36, 1, 1, "", "read_geninfo_parameters"], [36, 1, 1, "", "write_geninfo_exif"], [36, 1, 1, "", "write_geninfo_gif"], [36, 1, 1, "", "write_geninfo_parameters"]], "imgutils.metadata.lsb": [[38, 3, 1, "", "ImageLsbDataExtractor"], [38, 3, 1, "", "LSBExtractor"], [38, 3, 1, "", "LSBReadError"], [38, 1, 1, "", "inject_data"], [38, 1, 1, "", "read_lsb_metadata"], [38, 1, 1, "", "read_lsb_raw_bytes"], [38, 1, 1, "", "serialize_json"], [38, 1, 1, "", "serialize_pnginfo"], [38, 1, 1, "", "write_lsb_metadata"], [38, 1, 1, "", "write_lsb_raw_bytes"]], "imgutils.metadata.lsb.ImageLsbDataExtractor": [[38, 4, 1, "", "__init__"], [38, 4, 1, "", "extract_data"]], "imgutils.metadata.lsb.LSBExtractor": [[38, 4, 1, "", "__init__"], [38, 4, 1, "", "get_next_n_bytes"], [38, 4, 1, "", "get_one_byte"], [38, 4, 1, "", "read_32bit_integer"]], "imgutils.metrics": [[39, 0, 0, "-", "aesthetic"], [40, 0, 0, "-", "ccip"], [41, 0, 0, "-", "dbaesthetic"], [43, 0, 0, "-", "laplacian"], [44, 0, 0, "-", "lpips"], [45, 0, 0, "-", "psnr_"]], "imgutils.metrics.aesthetic": [[39, 1, 1, "", "get_aesthetic_score"]], "imgutils.metrics.ccip": [[40, 1, 1, "", "ccip_batch_differences"], [40, 1, 1, "", "ccip_batch_extract_features"], [40, 1, 1, "", "ccip_batch_same"], [40, 1, 1, "", "ccip_clustering"], [40, 1, 1, "", "ccip_default_clustering_params"], [40, 1, 1, "", "ccip_default_threshold"], [40, 1, 1, "", "ccip_difference"], [40, 1, 1, "", "ccip_extract_feature"], [40, 1, 1, "", "ccip_merge"], [40, 1, 1, "", "ccip_same"]], "imgutils.metrics.dbaesthetic": [[41, 1, 1, "", "anime_dbaesthetic"]], "imgutils.metrics.laplacian": [[43, 1, 1, "", "laplacian_score"]], "imgutils.metrics.lpips": [[44, 1, 1, "", "lpips_clustering"], [44, 1, 1, "", "lpips_difference"], [44, 1, 1, "", "lpips_extract_feature"]], "imgutils.metrics.psnr_": [[45, 1, 1, "", "psnr"]], "imgutils.ocr": [[46, 1, 1, "", "detect_text_with_ocr"], [46, 1, 1, "", "list_det_models"], [46, 1, 1, "", "list_rec_models"], [46, 1, 1, "", "ocr"]], "imgutils.operate": [[47, 0, 0, "-", "align"], [48, 0, 0, "-", "censor_"], [49, 0, 0, "-", "imgcensor"], [51, 0, 0, "-", "squeeze"]], "imgutils.operate.align": [[47, 1, 1, "", "align_maxsize"]], "imgutils.operate.censor_": [[48, 3, 1, "", "BaseCensor"], [48, 3, 1, "", "BlurCensor"], [48, 3, 1, "", "ColorCensor"], [48, 3, 1, "", "PixelateCensor"], [48, 1, 1, "", "censor_areas"], [48, 1, 1, "", "censor_nsfw"], [48, 1, 1, "", "register_censor_method"]], "imgutils.operate.censor_.BaseCensor": [[48, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.BlurCensor": [[48, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.ColorCensor": [[48, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.PixelateCensor": [[48, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor": [[49, 3, 1, "", "EmojiBasedCensor"], [49, 3, 1, "", "ImageBasedCensor"], [49, 3, 1, "", "SingleImage"]], "imgutils.operate.imgcensor.EmojiBasedCensor": [[49, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor.ImageBasedCensor": [[49, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor.SingleImage": [[49, 4, 1, "", "__init__"], [49, 4, 1, "", "find_for_area"], [49, 5, 1, "", "height"], [49, 5, 1, "", "width"]], "imgutils.operate.squeeze": [[51, 1, 1, "", "squeeze"], [51, 1, 1, "", "squeeze_with_transparency"]], "imgutils.pose": [[52, 0, 0, "-", "dwpose"], [53, 0, 0, "-", "format"], [55, 0, 0, "-", "visual"]], "imgutils.pose.dwpose": [[52, 1, 1, "", "dwpose_estimate"]], "imgutils.pose.format": [[53, 3, 1, "", "OP18KeyPointSet"], [53, 2, 1, "", "OP18_BODY_MAX"], [53, 2, 1, "", "OP18_BODY_MIN"], [53, 2, 1, "", "OP18_FACE_MAX"], [53, 2, 1, "", "OP18_FACE_MIN"], [53, 2, 1, "", "OP18_LEFT_FOOT_MAX"], [53, 2, 1, "", "OP18_LEFT_FOOT_MIN"], [53, 2, 1, "", "OP18_LEFT_HAND_MAX"], [53, 2, 1, "", "OP18_LEFT_HAND_MIN"], [53, 2, 1, "", "OP18_RIGHT_FOOT_MAX"], [53, 2, 1, "", "OP18_RIGHT_FOOT_MIN"], [53, 2, 1, "", "OP18_RIGHT_HAND_MAX"], [53, 2, 1, "", "OP18_RIGHT_HAND_MIN"], [53, 6, 1, "", "OpenPose18"]], "imgutils.pose.format.OP18KeyPointSet": [[53, 4, 1, "", "__init__"], [53, 4, 1, "", "__mul__"], [53, 4, 1, "", "__truediv__"], [53, 5, 1, "", "body"], [53, 5, 1, "", "face"], [53, 5, 1, "", "left_foot"], [53, 5, 1, "", "left_hand"], [53, 5, 1, "", "right_foot"], [53, 5, 1, "", "right_hand"]], "imgutils.pose.format.OpenPose18": [[53, 7, 1, "", "LEFT_ANKLE"], [53, 7, 1, "", "LEFT_BIG_TOE"], [53, 7, 1, "", "LEFT_EAR"], [53, 7, 1, "", "LEFT_ELBOW"], [53, 7, 1, "", "LEFT_EYE"], [53, 7, 1, "", "LEFT_HEEL"], [53, 7, 1, "", "LEFT_HIP"], [53, 7, 1, "", "LEFT_KNEE"], [53, 7, 1, "", "LEFT_SHOULDER"], [53, 7, 1, "", "LEFT_SMALL_TOE"], [53, 7, 1, "", "LEFT_WRIST"], [53, 7, 1, "", "NECK"], [53, 7, 1, "", "NOSE"], [53, 7, 1, "", "RIGHT_ANKLE"], [53, 7, 1, "", "RIGHT_BIG_TOE"], [53, 7, 1, "", "RIGHT_EAR"], [53, 7, 1, "", "RIGHT_ELBOW"], [53, 7, 1, "", "RIGHT_EYE"], [53, 7, 1, "", "RIGHT_HEEL"], [53, 7, 1, "", "RIGHT_HIP"], [53, 7, 1, "", "RIGHT_KNEE"], [53, 7, 1, "", "RIGHT_SHOULDER"], [53, 7, 1, "", "RIGHT_SMALL_TOE"], [53, 7, 1, "", "RIGHT_WRIST"]], "imgutils.pose.visual": [[55, 1, 1, "", "op18_visualize"]], "imgutils.preprocess": [[56, 0, 0, "-", "base"], [58, 0, 0, "-", "pillow"], [59, 0, 0, "-", "torchvision"], [60, 0, 0, "-", "transformers"]], "imgutils.preprocess.base": [[56, 3, 1, "", "NotParseTarget"]], "imgutils.preprocess.pillow": [[58, 1, 1, "", "create_pillow_transforms"], [58, 1, 1, "", "parse_pillow_transforms"], [58, 1, 1, "", "register_pillow_parse"], [58, 1, 1, "", "register_pillow_transform"]], "imgutils.preprocess.torchvision": [[59, 1, 1, "", "create_torchvision_transforms"], [59, 1, 1, "", "parse_torchvision_transforms"], [59, 1, 1, "", "register_torchvision_parse"], [59, 1, 1, "", "register_torchvision_transform"]], "imgutils.preprocess.transformers": [[60, 3, 1, "", "NotProcessorTypeError"], [60, 1, 1, "", "convert_to_size_dict"], [60, 1, 1, "", "create_bit_transforms"], [60, 1, 1, "", "create_blip_transforms"], [60, 1, 1, "", "create_clip_transforms"], [60, 1, 1, "", "create_convnext_transforms"], [60, 1, 1, "", "create_mobilenetv2_transforms"], [60, 1, 1, "", "create_siglip_transforms"], [60, 1, 1, "", "create_transforms_from_bit_processor"], [60, 1, 1, "", "create_transforms_from_blip_processor"], [60, 1, 1, "", "create_transforms_from_clip_processor"], [60, 1, 1, "", "create_transforms_from_convnext_processor"], [60, 1, 1, "", "create_transforms_from_mobilenetv2_processor"], [60, 1, 1, "", "create_transforms_from_siglip_processor"], [60, 1, 1, "", "create_transforms_from_transformers"], [60, 1, 1, "", "create_transforms_from_vit_processor"], [60, 1, 1, "", "create_vit_transforms"], [60, 1, 1, "", "get_size_dict"], [60, 1, 1, "", "is_valid_size_dict"], [60, 1, 1, "", "register_creators_for_transformers"]], "imgutils.resource": [[61, 0, 0, "-", "background"]], "imgutils.resource.background": [[61, 3, 1, "", "BackgroundImageSet"], [61, 1, 1, "", "get_bg_image"], [61, 1, 1, "", "get_bg_image_file"], [61, 1, 1, "", "list_bg_image_files"], [61, 1, 1, "", "random_bg_image"], [61, 1, 1, "", "random_bg_image_file"]], "imgutils.resource.background.BackgroundImageSet": [[61, 4, 1, "", "__init__"], [61, 4, 1, "", "get_image"], [61, 4, 1, "", "get_image_file"], [61, 4, 1, "", "list_image_files"], [61, 4, 1, "", "random_image"], [61, 4, 1, "", "random_image_file"]], "imgutils.restore": [[63, 0, 0, "-", "adversarial"], [65, 0, 0, "-", "nafnet"], [66, 0, 0, "-", "scunet"]], "imgutils.restore.adversarial": [[63, 1, 1, "", "remove_adversarial_noise"]], "imgutils.restore.nafnet": [[65, 1, 1, "", "restore_with_nafnet"]], "imgutils.restore.scunet": [[66, 1, 1, "", "restore_with_scunet"]], "imgutils.sd": [[68, 0, 0, "-", "metadata"], [69, 0, 0, "-", "model"], [70, 0, 0, "-", "nai"]], "imgutils.sd.metadata": [[68, 3, 1, "", "SDMetaData"], [68, 1, 1, "", "get_sdmeta_from_image"], [68, 1, 1, "", "parse_sdmeta_from_text"], [68, 1, 1, "", "save_image_with_sdmeta"]], "imgutils.sd.metadata.SDMetaData": [[68, 4, 1, "", "__str__"], [68, 5, 1, "", "pnginfo"], [68, 5, 1, "", "text"]], "imgutils.sd.model": [[69, 1, 1, "", "read_metadata"], [69, 1, 1, "", "save_with_metadata"]], "imgutils.sd.nai": [[70, 3, 1, "", "NAIMetaData"], [70, 3, 1, "", "NAIMetadata"], [70, 1, 1, "", "add_naimeta_to_image"], [70, 1, 1, "", "get_naimeta_from_image"], [70, 1, 1, "", "save_image_with_naimeta"]], "imgutils.sd.nai.NAIMetaData": [[70, 4, 1, "", "__init__"], [70, 5, 1, "", "pnginfo"]], "imgutils.segment": [[72, 0, 0, "-", "isnetis"]], "imgutils.segment.isnetis": [[72, 1, 1, "", "get_isnetis_mask"], [72, 1, 1, "", "segment_rgba_with_isnetis"], [72, 1, 1, "", "segment_with_isnetis"]], "imgutils.tagging": [[73, 0, 0, "-", "blacklist"], [74, 0, 0, "-", "character"], [75, 0, 0, "-", "deepdanbooru"], [76, 0, 0, "-", "deepgelbooru"], [77, 0, 0, "-", "format"], [79, 0, 0, "-", "match"], [80, 0, 0, "-", "mldanbooru"], [81, 0, 0, "-", "order"], [82, 0, 0, "-", "overlap"], [83, 0, 0, "-", "wd14"]], "imgutils.tagging.blacklist": [[73, 1, 1, "", "drop_blacklisted_tags"], [73, 1, 1, "", "is_blacklisted"]], "imgutils.tagging.character": [[74, 2, 1, "", "CHAR_PREFIXES"], [74, 2, 1, "", "CHAR_SUFFIXES"], [74, 2, 1, "", "CHAR_WHITELIST_PREFIX"], [74, 2, 1, "", "CHAR_WHITELIST_SUFFIX"], [74, 2, 1, "", "CHAR_WHITELIST_WORD"], [74, 3, 1, "", "CharacterTagPool"], [74, 1, 1, "", "drop_basic_character_tags"], [74, 1, 1, "", "is_basic_character_tag"]], "imgutils.tagging.character.CharacterTagPool": [[74, 4, 1, "", "__init__"], [74, 4, 1, "", "drop_basic_character_tags"], [74, 4, 1, "", "is_basic_character_tag"]], "imgutils.tagging.deepdanbooru": [[75, 1, 1, "", "get_deepdanbooru_tags"]], "imgutils.tagging.deepgelbooru": [[76, 1, 1, "", "get_deepgelbooru_tags"]], "imgutils.tagging.format": [[77, 1, 1, "", "add_underline"], [77, 1, 1, "", "remove_underline"], [77, 1, 1, "", "tags_to_text"]], "imgutils.tagging.match": [[79, 1, 1, "", "tag_match_full"], [79, 1, 1, "", "tag_match_prefix"], [79, 1, 1, "", "tag_match_suffix"]], "imgutils.tagging.mldanbooru": [[80, 1, 1, "", "get_mldanbooru_tags"]], "imgutils.tagging.order": [[81, 1, 1, "", "sort_tags"]], "imgutils.tagging.overlap": [[82, 1, 1, "", "drop_overlap_tags"]], "imgutils.tagging.wd14": [[83, 1, 1, "", "convert_wd14_emb_to_prediction"], [83, 1, 1, "", "denormalize_wd14_emb"], [83, 1, 1, "", "get_wd14_tags"]], "imgutils.upscale": [[84, 0, 0, "-", "cdc"]], "imgutils.upscale.cdc": [[84, 1, 1, "", "upscale_with_cdc"]], "imgutils.utils": [[86, 0, 0, "-", "cache"], [87, 0, 0, "-", "func"], [89, 0, 0, "-", "onnxruntime"]], "imgutils.utils.cache": [[86, 1, 1, "", "ts_lru_cache"]], "imgutils.utils.func": [[87, 1, 1, "", "sigmoid"]], "imgutils.utils.onnxruntime": [[89, 1, 1, "", "get_onnx_provider"], [89, 1, 1, "", "open_onnx_model"]], "imgutils.validate": [[90, 0, 0, "-", "aicheck"], [91, 0, 0, "-", "bangumi_char"], [92, 0, 0, "-", "classify"], [93, 0, 0, "-", "color"], [94, 0, 0, "-", "completeness"], [95, 0, 0, "-", "dbrating"], [96, 0, 0, "-", "furry"], [98, 0, 0, "-", "monochrome"], [99, 0, 0, "-", "nsfw"], [100, 0, 0, "-", "portrait"], [101, 0, 0, "-", "rating"], [102, 0, 0, "-", "real"], [103, 0, 0, "-", "safe"], [104, 0, 0, "-", "style_age"], [105, 0, 0, "-", "teen"], [106, 0, 0, "-", "truncate"]], "imgutils.validate.aicheck": [[90, 1, 1, "", "get_ai_created_score"], [90, 1, 1, "", "is_ai_created"]], "imgutils.validate.bangumi_char": [[91, 1, 1, "", "anime_bangumi_char"], [91, 1, 1, "", "anime_bangumi_char_score"]], "imgutils.validate.classify": [[92, 1, 1, "", "anime_classify"], [92, 1, 1, "", "anime_classify_score"]], "imgutils.validate.color": [[93, 1, 1, "", "is_greyscale"]], "imgutils.validate.completeness": [[94, 1, 1, "", "anime_completeness"], [94, 1, 1, "", "anime_completeness_score"]], "imgutils.validate.dbrating": [[95, 1, 1, "", "anime_dbrating"], [95, 1, 1, "", "anime_dbrating_score"]], "imgutils.validate.furry": [[96, 1, 1, "", "anime_furry"], [96, 1, 1, "", "anime_furry_score"]], "imgutils.validate.monochrome": [[98, 1, 1, "", "get_monochrome_score"], [98, 1, 1, "", "is_monochrome"]], "imgutils.validate.nsfw": [[99, 1, 1, "", "nsfw_pred"], [99, 1, 1, "", "nsfw_pred_score"]], "imgutils.validate.portrait": [[100, 1, 1, "", "anime_portrait"], [100, 1, 1, "", "anime_portrait_score"]], "imgutils.validate.rating": [[101, 1, 1, "", "anime_rating"], [101, 1, 1, "", "anime_rating_score"]], "imgutils.validate.real": [[102, 1, 1, "", "anime_real"], [102, 1, 1, "", "anime_real_score"]], "imgutils.validate.safe": [[103, 1, 1, "", "safe_check"], [103, 1, 1, "", "safe_check_score"]], "imgutils.validate.style_age": [[104, 1, 1, "", "anime_style_age"], [104, 1, 1, "", "anime_style_age_score"]], "imgutils.validate.teen": [[105, 1, 1, "", "anime_teen"], [105, 1, 1, "", "anime_teen_score"]], "imgutils.validate.truncate": [[106, 1, 1, "", "is_truncated_file"]]}, "objtypes": {"0": "py:module", "1": "py:function", "2": "py:data", "3": "py:class", "4": "py:method", "5": "py:property", "6": "py:enum", "7": "py:attribute"}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "function", "Python function"], "2": ["py", "data", "Python data"], "3": ["py", "class", "Python class"], "4": ["py", "method", "Python method"], "5": ["py", "property", "Python property"], "6": ["py", "enum", "Python enum"], "7": ["py", "attribute", "Python attribute"]}, "titleterms": {"imgutil": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107], "ascii": [0, 1], "draw": 0, "ascii_draw": 0, "config": [2, 3], "meta": 3, "__title__": 3, "__version__": 3, "__description__": 3, "__author__": 3, "__author_email__": 3, "data": [4, 5, 6, 7, 8, 9, 10, 11], "background": [4, 61], "grid_background": 4, "grid_transpar": 4, "blob": 5, "to_blob_url": 5, "load_image_from_blob_url": 5, "is_valid_image_blob_url": 5, "decod": 6, "rgb_decod": 6, "encod": 7, "rgb_encod": 7, "imag": 8, "load_imag": 8, "has_alpha_channel": 8, "layer": 10, "istack": 10, "url": 11, "download_image_from_url": 11, "is_http_url": 11, "detect": [12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24], "booru_yolo": 12, "model": [12, 69], "label": 12, "descript": 12, "avail": 12, "pp": 12, "seri": 12, "AS": 12, "aa": 12, "detect_with_booru_yolo": 12, "censor": 13, "detect_censor": 13, "ey": 14, "detect_ey": 14, "face": 15, "detect_fac": 15, "halfbodi": 16, "detect_halfbodi": 16, "hand": 17, "detect_hand": 17, "head": 18, "detect_head": 18, "nudenet": 20, "detect_with_nudenet": 20, "person": 21, "detect_person": 21, "similar": 22, "calculate_i": 22, "bboxes_similar": 22, "detection_similar": 22, "text": 23, "detect_text": 23, "visual": [24, 55], "detection_visu": 24, "edg": [25, 26, 27, 28], "canni": 25, "get_edge_by_canni": 25, "edge_image_with_canni": 25, "lineart": 27, "get_edge_by_lineart": 27, "edge_image_with_lineart": 27, "lineart_anim": 28, "get_edge_by_lineart_anim": 28, "edge_image_with_lineart_anim": 28, "gener": [29, 30, 31, 32, 33, 34, 35], "attach": 29, "open_attach": 29, "classifi": [30, 92], "classifymodel": 30, "classify_predict_scor": 30, "classify_predict": 30, "classify_predict_fmt": 30, "clip": 31, "clipmodel": 31, "clip_image_encod": 31, "clip_text_encod": 31, "clip_predict": 31, "enhanc": 32, "imageenhanc": 32, "siglip": 34, "siglipmodel": 34, "siglip_image_encod": 34, "siglip_text_encod": 34, "siglip_predict": 34, "yolo": 35, "yolomodel": 35, "yolo_predict": 35, "metadata": [36, 37, 38, 68], "geninfo": 36, "read_geninfo_paramet": 36, "read_geninfo_exif": 36, "read_geninfo_gif": 36, "write_geninfo_paramet": 36, "write_geninfo_exif": 36, "write_geninfo_gif": 36, "lsb": 38, "read_lsb_raw_byt": 38, "read_lsb_metadata": 38, "write_lsb_raw_byt": 38, "write_lsb_metadata": 38, "lsbreaderror": 38, "lsbextractor": 38, "imagelsbdataextractor": 38, "serialize_pnginfo": 38, "serialize_json": 38, "inject_data": 38, "metric": [39, 40, 41, 42, 43, 44, 45], "aesthet": 39, "get_aesthetic_scor": 39, "ccip": 40, "ccip_extract_featur": 40, "ccip_batch_extract_featur": 40, "ccip_default_threshold": 40, "ccip_differ": 40, "ccip_sam": 40, "ccip_batch_differ": 40, "ccip_batch_sam": 40, "ccip_default_clustering_param": 40, "ccip_clust": 40, "ccip_merg": 40, "dbaesthet": 41, "anime_dbaesthet": 41, "laplacian": 43, "laplacian_scor": 43, "lpip": 44, "lpips_extract_featur": 44, "lpips_differ": 44, "lpips_clust": 44, "psnr_": 45, "psnr": 45, "ocr": 46, "detect_text_with_ocr": 46, "list_det_model": 46, "list_rec_model": 46, "oper": [47, 48, 49, 50, 51], "align": 47, "align_maxs": 47, "censor_": 48, "censor_area": 48, "censor_nsfw": 48, "basecensor": 48, "colorcensor": 48, "blurcensor": 48, "pixelatecensor": 48, "register_censor_method": 48, "imgcensor": 49, "imagebasedcensor": 49, "emojibasedcensor": 49, "singleimag": 49, "squeez": 51, "squeeze_with_transpar": 51, "pose": [52, 53, 54, 55], "dwpose": 52, "dwpose_estim": 52, "format": [53, 77], "op18keypointset": 53, "openpose18": 53, "op18_body_max": 53, "op18_body_min": 53, "op18_face_max": 53, "op18_face_min": 53, "op18_left_foot_max": 53, "op18_left_foot_min": 53, "op18_left_hand_max": 53, "op18_left_hand_min": 53, "op18_right_foot_max": 53, "op18_right_foot_min": 53, "op18_right_hand_max": 53, "op18_right_hand_min": 53, "op18_visu": 55, "preprocess": [56, 57, 58, 59, 60], "base": 56, "notparsetarget": 56, "pillow": 58, "register_pillow_transform": 58, "register_pillow_pars": 58, "create_pillow_transform": 58, "parse_pillow_transform": 58, "torchvis": 59, "register_torchvision_transform": 59, "register_torchvision_pars": 59, "create_torchvision_transform": 59, "parse_torchvision_transform": 59, "transform": 60, "register_creators_for_transform": 60, "notprocessortypeerror": 60, "create_transforms_from_transform": 60, "is_valid_size_dict": 60, "convert_to_size_dict": 60, "get_size_dict": 60, "create_clip_transform": 60, "create_transforms_from_clip_processor": 60, "create_convnext_transform": 60, "create_transforms_from_convnext_processor": 60, "create_vit_transform": 60, "create_transforms_from_vit_processor": 60, "create_siglip_transform": 60, "create_transforms_from_siglip_processor": 60, "create_bit_transform": 60, "create_transforms_from_bit_processor": 60, "create_blip_transform": 60, "create_transforms_from_blip_processor": 60, "create_mobilenetv2_transform": 60, "create_transforms_from_mobilenetv2_processor": 60, "resourc": [61, 62], "backgroundimageset": 61, "list_bg_image_fil": 61, "get_bg_image_fil": 61, "get_bg_imag": 61, "random_bg_image_fil": 61, "random_bg_imag": 61, "restor": [63, 64, 65, 66], "adversari": 63, "remove_adversarial_nois": 63, "nafnet": 65, "restore_with_nafnet": 65, "scunet": 66, "restore_with_scunet": 66, "sd": [67, 68, 69, 70], "sdmetadata": 68, "parse_sdmeta_from_text": 68, "get_sdmeta_from_imag": 68, "save_image_with_sdmeta": 68, "read_metadata": 69, "save_with_metadata": 69, "nai": 70, "naimetadata": 70, "get_naimeta_from_imag": 70, "add_naimeta_to_imag": 70, "save_image_with_naimeta": 70, "segment": [71, 72], "isneti": 72, "get_isnetis_mask": 72, "segment_with_isneti": 72, "segment_rgba_with_isneti": 72, "tag": [73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83], "blacklist": 73, "is_blacklist": 73, "drop_blacklisted_tag": 73, "charact": 74, "char_whitelist_suffix": 74, "char_whitelist_prefix": 74, "char_whitelist_word": 74, "char_suffix": 74, "char_prefix": 74, "charactertagpool": 74, "is_basic_character_tag": 74, "drop_basic_character_tag": 74, "deepdanbooru": 75, "get_deepdanbooru_tag": 75, "deepgelbooru": 76, "get_deepgelbooru_tag": 76, "add_underlin": 77, "remove_underlin": 77, "tags_to_text": 77, "match": 79, "tag_match_suffix": 79, "tag_match_prefix": 79, "tag_match_ful": 79, "mldanbooru": 80, "get_mldanbooru_tag": 80, "order": 81, "sort_tag": 81, "overlap": 82, "drop_overlap_tag": 82, "wd14": 83, "get_wd14_tag": 83, "convert_wd14_emb_to_predict": 83, "denormalize_wd14_emb": 83, "upscal": [84, 85], "cdc": 84, "upscale_with_cdc": 84, "util": [86, 87, 88, 89], "cach": 86, "ts_lru_cach": 86, "func": 87, "sigmoid": 87, "onnxruntim": 89, "get_onnx_provid": 89, "open_onnx_model": 89, "valid": [90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106], "aicheck": 90, "get_ai_created_scor": 90, "is_ai_cr": 90, "bangumi_char": 91, "anime_bangumi_char_scor": 91, "anime_bangumi_char": 91, "anime_classify_scor": 92, "anime_classifi": 92, "color": 93, "is_greyscal": 93, "complet": 94, "anime_completeness_scor": 94, "anime_complet": 94, "dbrate": 95, "anime_dbrating_scor": 95, "anime_dbr": 95, "furri": 96, "anime_furry_scor": 96, "anime_furri": 96, "monochrom": 98, "get_monochrome_scor": 98, "is_monochrom": 98, "nsfw": 99, "nsfw_pred_scor": 99, "nsfw_pred": 99, "portrait": 100, "anime_portrait_scor": 100, "anime_portrait": 100, "rate": 101, "anime_rating_scor": 101, "anime_r": [101, 102], "real": 102, "anime_real_scor": 102, "safe": 103, "safe_check_scor": 103, "safe_check": 103, "style_ag": 104, "anime_style_age_scor": 104, "anime_style_ag": 104, "teen": 105, "anime_teen_scor": 105, "anime_teen": 105, "truncat": 106, "is_truncated_fil": 106, "welcom": 107, "": 107, "document": 107, "overview": 107, "tutori": 107, "inform": [107, 108, 109], "api": 107, "run": [108, 109], "environ": [108, 109], "instal": 110, "quick": 111, "start": 111}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.viewcode": 1, "sphinx.ext.todo": 2, "nbsphinx": 4, "sphinx": 58}, "alltitles": {"imgutils.ascii.drawing": [[0, "module-imgutils.ascii.drawing"]], "ascii_drawing": [[0, "ascii-drawing"]], "imgutils.ascii": [[1, "module-imgutils.ascii"]], "imgutils.config": [[2, "module-imgutils.config"]], "imgutils.config.meta": [[3, "module-imgutils.config.meta"]], "__TITLE__": [[3, "title"]], "__VERSION__": [[3, "version"]], "__DESCRIPTION__": [[3, "description"]], "__AUTHOR__": [[3, "author"]], "__AUTHOR_EMAIL__": [[3, "author-email"]], "imgutils.data.background": [[4, "module-imgutils.data.background"]], "grid_background": [[4, "grid-background"]], "grid_transparent": [[4, "grid-transparent"]], "imgutils.data.blob": [[5, "module-imgutils.data.blob"]], "to_blob_url": [[5, "to-blob-url"]], "load_image_from_blob_url": [[5, "load-image-from-blob-url"]], "is_valid_image_blob_url": [[5, "is-valid-image-blob-url"]], "imgutils.data.decode": [[6, "module-imgutils.data.decode"]], "rgb_decode": [[6, "rgb-decode"]], "imgutils.data.encode": [[7, "module-imgutils.data.encode"]], "rgb_encode": [[7, "rgb-encode"]], "imgutils.data.image": [[8, "module-imgutils.data.image"]], "load_image": [[8, "load-image"]], "load_images": [[8, "load-images"]], "has_alpha_channel": [[8, "has-alpha-channel"]], "imgutils.data": [[9, "module-imgutils.data"]], "imgutils.data.layer": [[10, "module-imgutils.data.layer"]], "istack": [[10, "istack"]], "imgutils.data.url": [[11, "module-imgutils.data.url"]], "download_image_from_url": [[11, "download-image-from-url"]], "is_http_url": [[11, "is-http-url"]], "imgutils.detect.booru_yolo": [[12, "module-imgutils.detect.booru_yolo"]], "Model Labels and Descriptions": [[12, "id1"]], "Available Models (PP Series)": [[12, "id2"]], "Available Models (AS Series)": [[12, "id3"]], "Available Models (AA Series)": [[12, "id4"]], "detect_with_booru_yolo": [[12, "detect-with-booru-yolo"]], "imgutils.detect.censor": [[13, "module-imgutils.detect.censor"]], "detect_censors": [[13, "detect-censors"]], "imgutils.detect.eye": [[14, "module-imgutils.detect.eye"]], "detect_eyes": [[14, "detect-eyes"]], "imgutils.detect.face": [[15, "module-imgutils.detect.face"]], "detect_faces": [[15, "detect-faces"]], "imgutils.detect.halfbody": [[16, "module-imgutils.detect.halfbody"]], "detect_halfbody": [[16, "detect-halfbody"]], "imgutils.detect.hand": [[17, "module-imgutils.detect.hand"]], "detect_hands": [[17, "detect-hands"]], "imgutils.detect.head": [[18, "module-imgutils.detect.head"]], "detect_heads": [[18, "detect-heads"]], "imgutils.detect": [[19, "module-imgutils.detect"]], "imgutils.detect.nudenet": [[20, "module-imgutils.detect.nudenet"]], "detect_with_nudenet": [[20, "detect-with-nudenet"]], "imgutils.detect.person": [[21, "module-imgutils.detect.person"]], "detect_person": [[21, "detect-person"]], "imgutils.detect.similarity": [[22, "module-imgutils.detect.similarity"]], "calculate_iou": [[22, "calculate-iou"]], "bboxes_similarity": [[22, "bboxes-similarity"]], "detection_similarity": [[22, "detection-similarity"]], "imgutils.detect.text": [[23, "module-imgutils.detect.text"]], "detect_text": [[23, "detect-text"]], "imgutils.detect.visual": [[24, "module-imgutils.detect.visual"]], "detection_visualize": [[24, "detection-visualize"]], "imgutils.edge.canny": [[25, "module-imgutils.edge.canny"]], "get_edge_by_canny": [[25, "get-edge-by-canny"]], "edge_image_with_canny": [[25, "edge-image-with-canny"]], "imgutils.edge": [[26, "module-imgutils.edge"]], "imgutils.edge.lineart": [[27, "module-imgutils.edge.lineart"]], "get_edge_by_lineart": [[27, "get-edge-by-lineart"]], "edge_image_with_lineart": [[27, "edge-image-with-lineart"]], "imgutils.edge.lineart_anime": [[28, "module-imgutils.edge.lineart_anime"]], "get_edge_by_lineart_anime": [[28, "get-edge-by-lineart-anime"]], "edge_image_with_lineart_anime": [[28, "edge-image-with-lineart-anime"]], "imgutils.generic.attachment": [[29, "module-imgutils.generic.attachment"]], "Attachment": [[29, "attachment"]], "open_attachment": [[29, "open-attachment"]], "imgutils.generic.classify": [[30, "module-imgutils.generic.classify"]], "ClassifyModel": [[30, "classifymodel"]], "classify_predict_score": [[30, "classify-predict-score"]], "classify_predict": [[30, "classify-predict"]], "classify_predict_fmt": [[30, "classify-predict-fmt"]], "imgutils.generic.clip": [[31, "module-imgutils.generic.clip"]], "CLIPModel": [[31, "clipmodel"]], "clip_image_encode": [[31, "clip-image-encode"]], "clip_text_encode": [[31, "clip-text-encode"]], "clip_predict": [[31, "clip-predict"]], "imgutils.generic.enhance": [[32, "module-imgutils.generic.enhance"]], "ImageEnhancer": [[32, "imageenhancer"]], "imgutils.generic": [[33, "module-imgutils.generic"]], "imgutils.generic.siglip": [[34, "module-imgutils.generic.siglip"]], "SigLIPModel": [[34, "siglipmodel"]], "siglip_image_encode": [[34, "siglip-image-encode"]], "siglip_text_encode": [[34, "siglip-text-encode"]], "siglip_predict": [[34, "siglip-predict"]], "imgutils.generic.yolo": [[35, "module-imgutils.generic.yolo"]], "YOLOModel": [[35, "yolomodel"]], "yolo_predict": [[35, "yolo-predict"]], "imgutils.metadata.geninfo": [[36, "module-imgutils.metadata.geninfo"]], "read_geninfo_parameters": [[36, "read-geninfo-parameters"]], "read_geninfo_exif": [[36, "read-geninfo-exif"]], "read_geninfo_gif": [[36, "read-geninfo-gif"]], "write_geninfo_parameters": [[36, "write-geninfo-parameters"]], "write_geninfo_exif": [[36, "write-geninfo-exif"]], "write_geninfo_gif": [[36, "write-geninfo-gif"]], "imgutils.metadata": [[37, "module-imgutils.metadata"]], "imgutils.metadata.lsb": [[38, "module-imgutils.metadata.lsb"]], "read_lsb_raw_bytes": [[38, "read-lsb-raw-bytes"]], "read_lsb_metadata": [[38, "read-lsb-metadata"]], "write_lsb_raw_bytes": [[38, "write-lsb-raw-bytes"]], "write_lsb_metadata": [[38, "write-lsb-metadata"]], "LSBReadError": [[38, "lsbreaderror"]], "LSBExtractor": [[38, "lsbextractor"]], "ImageLsbDataExtractor": [[38, "imagelsbdataextractor"]], "serialize_pnginfo": [[38, "serialize-pnginfo"]], "serialize_json": [[38, "serialize-json"]], "inject_data": [[38, "inject-data"]], "imgutils.metrics.aesthetic": [[39, "module-imgutils.metrics.aesthetic"]], "get_aesthetic_score": [[39, "get-aesthetic-score"]], "imgutils.metrics.ccip": [[40, "module-imgutils.metrics.ccip"]], "ccip_extract_feature": [[40, "ccip-extract-feature"]], "ccip_batch_extract_features": [[40, "ccip-batch-extract-features"]], "ccip_default_threshold": [[40, "ccip-default-threshold"]], "ccip_difference": [[40, "ccip-difference"]], "ccip_same": [[40, "ccip-same"]], "ccip_batch_differences": [[40, "ccip-batch-differences"]], "ccip_batch_same": [[40, "ccip-batch-same"]], "ccip_default_clustering_params": [[40, "ccip-default-clustering-params"]], "ccip_clustering": [[40, "ccip-clustering"]], "ccip_merge": [[40, "ccip-merge"]], "imgutils.metrics.dbaesthetic": [[41, "module-imgutils.metrics.dbaesthetic"]], "anime_dbaesthetic": [[41, "anime-dbaesthetic"]], "imgutils.metrics": [[42, "module-imgutils.metrics"]], "imgutils.metrics.laplacian": [[43, "module-imgutils.metrics.laplacian"]], "laplacian_score": [[43, "laplacian-score"]], "imgutils.metrics.lpips": [[44, "module-imgutils.metrics.lpips"]], "lpips_extract_feature": [[44, "lpips-extract-feature"]], "lpips_difference": [[44, "lpips-difference"]], "lpips_clustering": [[44, "lpips-clustering"]], "imgutils.metrics.psnr_": [[45, "module-imgutils.metrics.psnr_"]], "psnr": [[45, "id1"]], "imgutils.ocr": [[46, "module-imgutils.ocr"]], "detect_text_with_ocr": [[46, "detect-text-with-ocr"]], "ocr": [[46, "ocr"]], "list_det_models": [[46, "list-det-models"]], "list_rec_models": [[46, "list-rec-models"]], "imgutils.operate.align": [[47, "module-imgutils.operate.align"]], "align_maxsize": [[47, "align-maxsize"]], "imgutils.operate.censor_": [[48, "module-imgutils.operate.censor_"]], "censor_areas": [[48, "censor-areas"]], "censor_nsfw": [[48, "censor-nsfw"]], "BaseCensor": [[48, "basecensor"]], "ColorCensor": [[48, "colorcensor"]], "BlurCensor": [[48, "blurcensor"]], "PixelateCensor": [[48, "pixelatecensor"]], "register_censor_method": [[48, "register-censor-method"]], "imgutils.operate.imgcensor": [[49, "module-imgutils.operate.imgcensor"]], "ImageBasedCensor": [[49, "imagebasedcensor"]], "EmojiBasedCensor": [[49, "emojibasedcensor"]], "SingleImage": [[49, "singleimage"]], "imgutils.operate": [[50, "module-imgutils.operate"]], "imgutils.operate.squeeze": [[51, "module-imgutils.operate.squeeze"]], "squeeze": [[51, "squeeze"]], "squeeze_with_transparency": [[51, "squeeze-with-transparency"]], "imgutils.pose.dwpose": [[52, "module-imgutils.pose.dwpose"]], "dwpose_estimate": [[52, "dwpose-estimate"]], "imgutils.pose.format": [[53, "module-imgutils.pose.format"]], "OP18KeyPointSet": [[53, "op18keypointset"]], "OpenPose18": [[53, "openpose18"]], "OP18_BODY_MAX": [[53, "op18-body-max"]], "OP18_BODY_MIN": [[53, "op18-body-min"]], "OP18_FACE_MAX": [[53, "op18-face-max"]], "OP18_FACE_MIN": [[53, "op18-face-min"]], "OP18_LEFT_FOOT_MAX": [[53, "op18-left-foot-max"]], "OP18_LEFT_FOOT_MIN": [[53, "op18-left-foot-min"]], "OP18_LEFT_HAND_MAX": [[53, "op18-left-hand-max"]], "OP18_LEFT_HAND_MIN": [[53, "op18-left-hand-min"]], "OP18_RIGHT_FOOT_MAX": [[53, "op18-right-foot-max"]], "OP18_RIGHT_FOOT_MIN": [[53, "op18-right-foot-min"]], "OP18_RIGHT_HAND_MAX": [[53, "op18-right-hand-max"]], "OP18_RIGHT_HAND_MIN": [[53, "op18-right-hand-min"]], "imgutils.pose": [[54, "module-imgutils.pose"]], "imgutils.pose.visual": [[55, "module-imgutils.pose.visual"]], "op18_visualize": [[55, "op18-visualize"]], "imgutils.preprocess.base": [[56, "module-imgutils.preprocess.base"]], "NotParseTarget": [[56, "notparsetarget"]], "imgutils.preprocess": [[57, "module-imgutils.preprocess"]], "imgutils.preprocess.pillow": [[58, "module-imgutils.preprocess.pillow"]], "register_pillow_transform": [[58, "register-pillow-transform"]], "register_pillow_parse": [[58, "register-pillow-parse"]], "create_pillow_transforms": [[58, "create-pillow-transforms"]], "parse_pillow_transforms": [[58, "parse-pillow-transforms"]], "imgutils.preprocess.torchvision": [[59, "module-imgutils.preprocess.torchvision"]], "register_torchvision_transform": [[59, "register-torchvision-transform"]], "register_torchvision_parse": [[59, "register-torchvision-parse"]], "create_torchvision_transforms": [[59, "create-torchvision-transforms"]], "parse_torchvision_transforms": [[59, "parse-torchvision-transforms"]], "imgutils.preprocess.transformers": [[60, "module-imgutils.preprocess.transformers"]], "register_creators_for_transformers": [[60, "register-creators-for-transformers"]], "NotProcessorTypeError": [[60, "notprocessortypeerror"]], "create_transforms_from_transformers": [[60, "create-transforms-from-transformers"]], "is_valid_size_dict": [[60, "is-valid-size-dict"]], "convert_to_size_dict": [[60, "convert-to-size-dict"]], "get_size_dict": [[60, "get-size-dict"]], "create_clip_transforms": [[60, "create-clip-transforms"]], "create_transforms_from_clip_processor": [[60, "create-transforms-from-clip-processor"]], "create_convnext_transforms": [[60, "create-convnext-transforms"]], "create_transforms_from_convnext_processor": [[60, "create-transforms-from-convnext-processor"]], "create_vit_transforms": [[60, "create-vit-transforms"]], "create_transforms_from_vit_processor": [[60, "create-transforms-from-vit-processor"]], "create_siglip_transforms": [[60, "create-siglip-transforms"]], "create_transforms_from_siglip_processor": [[60, "create-transforms-from-siglip-processor"]], "create_bit_transforms": [[60, "create-bit-transforms"]], "create_transforms_from_bit_processor": [[60, "create-transforms-from-bit-processor"]], "create_blip_transforms": [[60, "create-blip-transforms"]], "create_transforms_from_blip_processor": [[60, "create-transforms-from-blip-processor"]], "create_mobilenetv2_transforms": [[60, "create-mobilenetv2-transforms"]], "create_transforms_from_mobilenetv2_processor": [[60, "create-transforms-from-mobilenetv2-processor"]], "imgutils.resource.background": [[61, "module-imgutils.resource.background"]], "BackgroundImageSet": [[61, "backgroundimageset"]], "list_bg_image_files": [[61, "list-bg-image-files"]], "get_bg_image_file": [[61, "get-bg-image-file"]], "get_bg_image": [[61, "get-bg-image"]], "random_bg_image_file": [[61, "random-bg-image-file"]], "random_bg_image": [[61, "random-bg-image"]], "imgutils.resource": [[62, "module-imgutils.resource"]], "imgutils.restore.adversarial": [[63, "module-imgutils.restore.adversarial"]], "remove_adversarial_noise": [[63, "remove-adversarial-noise"]], "imgutils.restore": [[64, "module-imgutils.restore"]], "imgutils.restore.nafnet": [[65, "module-imgutils.restore.nafnet"]], "restore_with_nafnet": [[65, "restore-with-nafnet"]], "imgutils.restore.scunet": [[66, "module-imgutils.restore.scunet"]], "restore_with_scunet": [[66, "restore-with-scunet"]], "imgutils.sd": [[67, "module-imgutils.sd"]], "imgutils.sd.metadata": [[68, "module-imgutils.sd.metadata"]], "SDMetaData": [[68, "sdmetadata"]], "parse_sdmeta_from_text": [[68, "parse-sdmeta-from-text"]], "get_sdmeta_from_image": [[68, "get-sdmeta-from-image"]], "save_image_with_sdmeta": [[68, "save-image-with-sdmeta"]], "imgutils.sd.model": [[69, "module-imgutils.sd.model"]], "read_metadata": [[69, "read-metadata"]], "save_with_metadata": [[69, "save-with-metadata"]], "imgutils.sd.nai": [[70, "module-imgutils.sd.nai"]], "NAIMetaData": [[70, "naimetadata"]], "NAIMetadata": [[70, "id1"]], "get_naimeta_from_image": [[70, "get-naimeta-from-image"]], "add_naimeta_to_image": [[70, "add-naimeta-to-image"]], "save_image_with_naimeta": [[70, "save-image-with-naimeta"]], "imgutils.segment": [[71, "module-imgutils.segment"]], "imgutils.segment.isnetis": [[72, "module-imgutils.segment.isnetis"]], "get_isnetis_mask": [[72, "get-isnetis-mask"]], "segment_with_isnetis": [[72, "segment-with-isnetis"]], "segment_rgba_with_isnetis": [[72, "segment-rgba-with-isnetis"]], "imgutils.tagging.blacklist": [[73, "module-imgutils.tagging.blacklist"]], "is_blacklisted": [[73, "is-blacklisted"]], "drop_blacklisted_tags": [[73, "drop-blacklisted-tags"]], "imgutils.tagging.character": [[74, "module-imgutils.tagging.character"]], "CHAR_WHITELIST_SUFFIX": [[74, "char-whitelist-suffix"]], "CHAR_WHITELIST_PREFIX": [[74, "char-whitelist-prefix"]], "CHAR_WHITELIST_WORD": [[74, "char-whitelist-word"]], "CHAR_SUFFIXES": [[74, "char-suffixes"]], "CHAR_PREFIXES": [[74, "char-prefixes"]], "CharacterTagPool": [[74, "charactertagpool"]], "is_basic_character_tag": [[74, "is-basic-character-tag"]], "drop_basic_character_tags": [[74, "drop-basic-character-tags"]], "imgutils.tagging.deepdanbooru": [[75, "module-imgutils.tagging.deepdanbooru"]], "get_deepdanbooru_tags": [[75, "get-deepdanbooru-tags"]], "imgutils.tagging.deepgelbooru": [[76, "module-imgutils.tagging.deepgelbooru"]], "get_deepgelbooru_tags": [[76, "get-deepgelbooru-tags"]], "imgutils.tagging.format": [[77, "module-imgutils.tagging.format"]], "add_underline": [[77, "add-underline"]], "remove_underline": [[77, "remove-underline"]], "tags_to_text": [[77, "tags-to-text"]], "imgutils.tagging": [[78, "module-imgutils.tagging"]], "imgutils.tagging.match": [[79, "module-imgutils.tagging.match"]], "tag_match_suffix": [[79, "tag-match-suffix"]], "tag_match_prefix": [[79, "tag-match-prefix"]], "tag_match_full": [[79, "tag-match-full"]], "imgutils.tagging.mldanbooru": [[80, "module-imgutils.tagging.mldanbooru"]], "get_mldanbooru_tags": [[80, "get-mldanbooru-tags"]], "imgutils.tagging.order": [[81, "module-imgutils.tagging.order"]], "sort_tags": [[81, "sort-tags"]], "imgutils.tagging.overlap": [[82, "module-imgutils.tagging.overlap"]], "drop_overlap_tags": [[82, "drop-overlap-tags"]], "imgutils.tagging.wd14": [[83, "module-imgutils.tagging.wd14"]], "get_wd14_tags": [[83, "get-wd14-tags"]], "convert_wd14_emb_to_prediction": [[83, "convert-wd14-emb-to-prediction"]], "denormalize_wd14_emb": [[83, "denormalize-wd14-emb"]], "imgutils.upscale.cdc": [[84, "module-imgutils.upscale.cdc"]], "upscale_with_cdc": [[84, "upscale-with-cdc"]], "imgutils.upscale": [[85, "module-imgutils.upscale"]], "imgutils.utils.cache": [[86, "module-imgutils.utils.cache"]], "ts_lru_cache": [[86, "ts-lru-cache"]], "imgutils.utils.func": [[87, "module-imgutils.utils.func"]], "sigmoid": [[87, "sigmoid"]], "imgutils.utils": [[88, "module-imgutils.utils"]], "imgutils.utils.onnxruntime": [[89, "module-imgutils.utils.onnxruntime"]], "get_onnx_provider": [[89, "get-onnx-provider"]], "open_onnx_model": [[89, "open-onnx-model"]], "imgutils.validate.aicheck": [[90, "module-imgutils.validate.aicheck"]], "get_ai_created_score": [[90, "get-ai-created-score"]], "is_ai_created": [[90, "is-ai-created"]], "imgutils.validate.bangumi_char": [[91, "module-imgutils.validate.bangumi_char"]], "anime_bangumi_char_score": [[91, "anime-bangumi-char-score"]], "anime_bangumi_char": [[91, "anime-bangumi-char"]], "imgutils.validate.classify": [[92, "module-imgutils.validate.classify"]], "anime_classify_score": [[92, "anime-classify-score"]], "anime_classify": [[92, "anime-classify"]], "imgutils.validate.color": [[93, "module-imgutils.validate.color"]], "is_greyscale": [[93, "is-greyscale"]], "imgutils.validate.completeness": [[94, "module-imgutils.validate.completeness"]], "anime_completeness_score": [[94, "anime-completeness-score"]], "anime_completeness": [[94, "anime-completeness"]], "imgutils.validate.dbrating": [[95, "module-imgutils.validate.dbrating"]], "anime_dbrating_score": [[95, "anime-dbrating-score"]], "anime_dbrating": [[95, "anime-dbrating"]], "imgutils.validate.furry": [[96, "module-imgutils.validate.furry"]], "anime_furry_score": [[96, "anime-furry-score"]], "anime_furry": [[96, "anime-furry"]], "imgutils.validate": [[97, "module-imgutils.validate"]], "imgutils.validate.monochrome": [[98, "module-imgutils.validate.monochrome"]], "get_monochrome_score": [[98, "get-monochrome-score"]], "is_monochrome": [[98, "is-monochrome"]], "imgutils.validate.nsfw": [[99, "module-imgutils.validate.nsfw"]], "nsfw_pred_score": [[99, "nsfw-pred-score"]], "nsfw_pred": [[99, "nsfw-pred"]], "imgutils.validate.portrait": [[100, "module-imgutils.validate.portrait"]], "anime_portrait_score": [[100, "anime-portrait-score"]], "anime_portrait": [[100, "anime-portrait"]], "imgutils.validate.rating": [[101, "module-imgutils.validate.rating"]], "anime_rating_score": [[101, "anime-rating-score"]], "anime_rating": [[101, "anime-rating"]], "imgutils.validate.real": [[102, "module-imgutils.validate.real"]], "anime_real_score": [[102, "anime-real-score"]], "anime_real": [[102, "anime-real"]], "imgutils.validate.safe": [[103, "module-imgutils.validate.safe"]], "safe_check_score": [[103, "safe-check-score"]], "safe_check": [[103, "safe-check"]], "imgutils.validate.style_age": [[104, "module-imgutils.validate.style_age"]], "anime_style_age_score": [[104, "anime-style-age-score"]], "anime_style_age": [[104, "anime-style-age"]], "imgutils.validate.teen": [[105, "module-imgutils.validate.teen"]], "anime_teen_score": [[105, "anime-teen-score"]], "anime_teen": [[105, "anime-teen"]], "imgutils.validate.truncate": [[106, "module-imgutils.validate.truncate"]], "is_truncated_file": [[106, "is-truncated-file"]], "Welcome to imgutils\u2019s Documentation": [[107, "welcome-to-imgutils-s-documentation"]], "Overview": [[107, "overview"]], "Tutorials": [[107, null]], "Information": [[107, null]], "API Documentation": [[107, null]], "Run Environment Information": [[108, "Run-Environment-Information"], [109, "Run-Environment-Information"]], "Installation": [[110, "installation"]], "Quick Start": [[111, "quick-start"]]}, "indexentries": {"ascii_drawing() (in module imgutils.ascii.drawing)": [[0, "imgutils.ascii.drawing.ascii_drawing"]], "imgutils.ascii.drawing": [[0, "module-imgutils.ascii.drawing"]], "module": [[0, "module-imgutils.ascii.drawing"], [1, "module-imgutils.ascii"], [2, "module-imgutils.config"], [3, "module-imgutils.config.meta"], [4, "module-imgutils.data.background"], [5, "module-imgutils.data.blob"], [6, "module-imgutils.data.decode"], [7, "module-imgutils.data.encode"], [8, "module-imgutils.data.image"], [9, "module-imgutils.data"], [10, "module-imgutils.data.layer"], [11, "module-imgutils.data.url"], [12, "module-imgutils.detect.booru_yolo"], [13, "module-imgutils.detect.censor"], [14, "module-imgutils.detect.eye"], [15, "module-imgutils.detect.face"], [16, "module-imgutils.detect.halfbody"], [17, "module-imgutils.detect.hand"], [18, "module-imgutils.detect.head"], [19, "module-imgutils.detect"], [20, "module-imgutils.detect.nudenet"], [21, "module-imgutils.detect.person"], [22, "module-imgutils.detect.similarity"], [23, "module-imgutils.detect.text"], [24, "module-imgutils.detect.visual"], [25, "module-imgutils.edge.canny"], [26, "module-imgutils.edge"], [27, "module-imgutils.edge.lineart"], [28, "module-imgutils.edge.lineart_anime"], [29, "module-imgutils.generic.attachment"], [30, "module-imgutils.generic.classify"], [31, "module-imgutils.generic.clip"], [32, "module-imgutils.generic.enhance"], [33, "module-imgutils.generic"], [34, "module-imgutils.generic.siglip"], [35, "module-imgutils.generic.yolo"], [36, "module-imgutils.metadata.geninfo"], [37, "module-imgutils.metadata"], [38, "module-imgutils.metadata.lsb"], [39, "module-imgutils.metrics.aesthetic"], [40, "module-imgutils.metrics.ccip"], [41, "module-imgutils.metrics.dbaesthetic"], [42, "module-imgutils.metrics"], [43, "module-imgutils.metrics.laplacian"], [44, "module-imgutils.metrics.lpips"], [45, "module-imgutils.metrics.psnr_"], [46, "module-imgutils.ocr"], [47, "module-imgutils.operate.align"], [48, "module-imgutils.operate.censor_"], [49, "module-imgutils.operate.imgcensor"], [50, "module-imgutils.operate"], [51, "module-imgutils.operate.squeeze"], [52, "module-imgutils.pose.dwpose"], [53, "module-imgutils.pose.format"], [54, "module-imgutils.pose"], [55, "module-imgutils.pose.visual"], [56, "module-imgutils.preprocess.base"], [57, "module-imgutils.preprocess"], [58, "module-imgutils.preprocess.pillow"], [59, "module-imgutils.preprocess.torchvision"], [60, "module-imgutils.preprocess.transformers"], [61, "module-imgutils.resource.background"], [62, "module-imgutils.resource"], [63, "module-imgutils.restore.adversarial"], [64, "module-imgutils.restore"], [65, "module-imgutils.restore.nafnet"], [66, "module-imgutils.restore.scunet"], [67, "module-imgutils.sd"], [68, "module-imgutils.sd.metadata"], [69, "module-imgutils.sd.model"], [70, "module-imgutils.sd.nai"], [71, "module-imgutils.segment"], [72, "module-imgutils.segment.isnetis"], [73, "module-imgutils.tagging.blacklist"], [74, "module-imgutils.tagging.character"], [75, "module-imgutils.tagging.deepdanbooru"], [76, "module-imgutils.tagging.deepgelbooru"], [77, "module-imgutils.tagging.format"], [78, "module-imgutils.tagging"], [79, "module-imgutils.tagging.match"], [80, "module-imgutils.tagging.mldanbooru"], [81, "module-imgutils.tagging.order"], [82, "module-imgutils.tagging.overlap"], [83, "module-imgutils.tagging.wd14"], [84, "module-imgutils.upscale.cdc"], [85, "module-imgutils.upscale"], [86, "module-imgutils.utils.cache"], [87, "module-imgutils.utils.func"], [88, "module-imgutils.utils"], [89, "module-imgutils.utils.onnxruntime"], [90, "module-imgutils.validate.aicheck"], [91, "module-imgutils.validate.bangumi_char"], [92, "module-imgutils.validate.classify"], [93, "module-imgutils.validate.color"], [94, "module-imgutils.validate.completeness"], [95, "module-imgutils.validate.dbrating"], [96, "module-imgutils.validate.furry"], [97, "module-imgutils.validate"], [98, "module-imgutils.validate.monochrome"], [99, "module-imgutils.validate.nsfw"], [100, "module-imgutils.validate.portrait"], [101, "module-imgutils.validate.rating"], [102, "module-imgutils.validate.real"], [103, "module-imgutils.validate.safe"], [104, "module-imgutils.validate.style_age"], [105, "module-imgutils.validate.teen"], [106, "module-imgutils.validate.truncate"]], "imgutils.ascii": [[1, "module-imgutils.ascii"]], "imgutils.config": [[2, "module-imgutils.config"]], "__author_email__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__AUTHOR_EMAIL__"]], "__author__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__AUTHOR__"]], "__description__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__DESCRIPTION__"]], "__title__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__TITLE__"]], "__version__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__VERSION__"]], "imgutils.config.meta": [[3, "module-imgutils.config.meta"]], "grid_background() (in module imgutils.data.background)": [[4, "imgutils.data.background.grid_background"]], "grid_transparent() (in module imgutils.data.background)": [[4, "imgutils.data.background.grid_transparent"]], "imgutils.data.background": [[4, "module-imgutils.data.background"]], "imgutils.data.blob": [[5, "module-imgutils.data.blob"]], "is_valid_image_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.is_valid_image_blob_url"]], "load_image_from_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.load_image_from_blob_url"]], "to_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.to_blob_url"]], "imgutils.data.decode": [[6, "module-imgutils.data.decode"]], "rgb_decode() (in module imgutils.data.decode)": [[6, "imgutils.data.decode.rgb_decode"]], "imgutils.data.encode": [[7, "module-imgutils.data.encode"]], "rgb_encode() (in module imgutils.data.encode)": [[7, "imgutils.data.encode.rgb_encode"]], "has_alpha_channel() (in module imgutils.data.image)": [[8, "imgutils.data.image.has_alpha_channel"]], "imgutils.data.image": [[8, "module-imgutils.data.image"]], "load_image() (in module imgutils.data.image)": [[8, "imgutils.data.image.load_image"]], "load_images() (in module imgutils.data.image)": [[8, "imgutils.data.image.load_images"]], "imgutils.data": [[9, "module-imgutils.data"]], "imgutils.data.layer": [[10, "module-imgutils.data.layer"]], "istack() (in module imgutils.data.layer)": [[10, "imgutils.data.layer.istack"]], "download_image_from_url() (in module imgutils.data.url)": [[11, "imgutils.data.url.download_image_from_url"]], "imgutils.data.url": [[11, "module-imgutils.data.url"]], "is_http_url() (in module imgutils.data.url)": [[11, "imgutils.data.url.is_http_url"]], "detect_with_booru_yolo() (in module imgutils.detect.booru_yolo)": [[12, "imgutils.detect.booru_yolo.detect_with_booru_yolo"]], "imgutils.detect.booru_yolo": [[12, "module-imgutils.detect.booru_yolo"]], "detect_censors() (in module imgutils.detect.censor)": [[13, "imgutils.detect.censor.detect_censors"]], "imgutils.detect.censor": [[13, "module-imgutils.detect.censor"]], "detect_eyes() (in module imgutils.detect.eye)": [[14, "imgutils.detect.eye.detect_eyes"]], "imgutils.detect.eye": [[14, "module-imgutils.detect.eye"]], "detect_faces() (in module imgutils.detect.face)": [[15, "imgutils.detect.face.detect_faces"]], "imgutils.detect.face": [[15, "module-imgutils.detect.face"]], "detect_halfbody() (in module imgutils.detect.halfbody)": [[16, "imgutils.detect.halfbody.detect_halfbody"]], "imgutils.detect.halfbody": [[16, "module-imgutils.detect.halfbody"]], "detect_hands() (in module imgutils.detect.hand)": [[17, "imgutils.detect.hand.detect_hands"]], "imgutils.detect.hand": [[17, "module-imgutils.detect.hand"]], "detect_heads() (in module imgutils.detect.head)": [[18, "imgutils.detect.head.detect_heads"]], "imgutils.detect.head": [[18, "module-imgutils.detect.head"]], "imgutils.detect": [[19, "module-imgutils.detect"]], "detect_with_nudenet() (in module imgutils.detect.nudenet)": [[20, "imgutils.detect.nudenet.detect_with_nudenet"]], "imgutils.detect.nudenet": [[20, "module-imgutils.detect.nudenet"]], "detect_person() (in module imgutils.detect.person)": [[21, "imgutils.detect.person.detect_person"]], "imgutils.detect.person": [[21, "module-imgutils.detect.person"]], "bboxes_similarity() (in module imgutils.detect.similarity)": [[22, "imgutils.detect.similarity.bboxes_similarity"]], "calculate_iou() (in module imgutils.detect.similarity)": [[22, "imgutils.detect.similarity.calculate_iou"]], "detection_similarity() (in module imgutils.detect.similarity)": [[22, "imgutils.detect.similarity.detection_similarity"]], "imgutils.detect.similarity": [[22, "module-imgutils.detect.similarity"]], "detect_text() (in module imgutils.detect.text)": [[23, "imgutils.detect.text.detect_text"]], "imgutils.detect.text": [[23, "module-imgutils.detect.text"]], "detection_visualize() (in module imgutils.detect.visual)": [[24, "imgutils.detect.visual.detection_visualize"]], "imgutils.detect.visual": [[24, "module-imgutils.detect.visual"]], "edge_image_with_canny() (in module imgutils.edge.canny)": [[25, "imgutils.edge.canny.edge_image_with_canny"]], "get_edge_by_canny() (in module imgutils.edge.canny)": [[25, "imgutils.edge.canny.get_edge_by_canny"]], "imgutils.edge.canny": [[25, "module-imgutils.edge.canny"]], "imgutils.edge": [[26, "module-imgutils.edge"]], "edge_image_with_lineart() (in module imgutils.edge.lineart)": [[27, "imgutils.edge.lineart.edge_image_with_lineart"]], "get_edge_by_lineart() (in module imgutils.edge.lineart)": [[27, "imgutils.edge.lineart.get_edge_by_lineart"]], "imgutils.edge.lineart": [[27, "module-imgutils.edge.lineart"]], "edge_image_with_lineart_anime() (in module imgutils.edge.lineart_anime)": [[28, "imgutils.edge.lineart_anime.edge_image_with_lineart_anime"]], "get_edge_by_lineart_anime() (in module imgutils.edge.lineart_anime)": [[28, "imgutils.edge.lineart_anime.get_edge_by_lineart_anime"]], "imgutils.edge.lineart_anime": [[28, "module-imgutils.edge.lineart_anime"]], "attachment (class in imgutils.generic.attachment)": [[29, "imgutils.generic.attachment.Attachment"]], "__init__() (imgutils.generic.attachment.attachment method)": [[29, "imgutils.generic.attachment.Attachment.__init__"]], "encoder_model (imgutils.generic.attachment.attachment property)": [[29, "imgutils.generic.attachment.Attachment.encoder_model"]], "imgutils.generic.attachment": [[29, "module-imgutils.generic.attachment"]], "open_attachment() (in module imgutils.generic.attachment)": [[29, "imgutils.generic.attachment.open_attachment"]], "predict() (imgutils.generic.attachment.attachment method)": [[29, "imgutils.generic.attachment.Attachment.predict"]], "classifymodel (class in imgutils.generic.classify)": [[30, "imgutils.generic.classify.ClassifyModel"]], "__init__() (imgutils.generic.classify.classifymodel method)": [[30, "imgutils.generic.classify.ClassifyModel.__init__"]], "classify_predict() (in module imgutils.generic.classify)": [[30, "imgutils.generic.classify.classify_predict"]], "classify_predict_fmt() (in module imgutils.generic.classify)": [[30, "imgutils.generic.classify.classify_predict_fmt"]], "classify_predict_score() (in module imgutils.generic.classify)": [[30, "imgutils.generic.classify.classify_predict_score"]], "clear() (imgutils.generic.classify.classifymodel method)": [[30, "imgutils.generic.classify.ClassifyModel.clear"]], "imgutils.generic.classify": [[30, "module-imgutils.generic.classify"]], "launch_demo() (imgutils.generic.classify.classifymodel method)": [[30, "imgutils.generic.classify.ClassifyModel.launch_demo"]], "make_ui() (imgutils.generic.classify.classifymodel method)": [[30, "imgutils.generic.classify.ClassifyModel.make_ui"]], "predict() (imgutils.generic.classify.classifymodel method)": [[30, "imgutils.generic.classify.ClassifyModel.predict"]], "predict_fmt() (imgutils.generic.classify.classifymodel method)": [[30, "imgutils.generic.classify.ClassifyModel.predict_fmt"]], "predict_score() (imgutils.generic.classify.classifymodel method)": [[30, "imgutils.generic.classify.ClassifyModel.predict_score"]], "clipmodel (class in imgutils.generic.clip)": [[31, "imgutils.generic.clip.CLIPModel"]], "__init__() (imgutils.generic.clip.clipmodel method)": [[31, "imgutils.generic.clip.CLIPModel.__init__"]], "clear() (imgutils.generic.clip.clipmodel method)": [[31, "imgutils.generic.clip.CLIPModel.clear"]], "clip_image_encode() (in module imgutils.generic.clip)": [[31, "imgutils.generic.clip.clip_image_encode"]], "clip_predict() (in module imgutils.generic.clip)": [[31, "imgutils.generic.clip.clip_predict"]], "clip_text_encode() (in module imgutils.generic.clip)": [[31, "imgutils.generic.clip.clip_text_encode"]], "image_encode() (imgutils.generic.clip.clipmodel method)": [[31, "imgutils.generic.clip.CLIPModel.image_encode"]], "imgutils.generic.clip": [[31, "module-imgutils.generic.clip"]], "launch_demo() (imgutils.generic.clip.clipmodel method)": [[31, "imgutils.generic.clip.CLIPModel.launch_demo"]], "make_ui() (imgutils.generic.clip.clipmodel method)": [[31, "imgutils.generic.clip.CLIPModel.make_ui"]], "predict() (imgutils.generic.clip.clipmodel method)": [[31, "imgutils.generic.clip.CLIPModel.predict"]], "text_encode() (imgutils.generic.clip.clipmodel method)": [[31, "imgutils.generic.clip.CLIPModel.text_encode"]], "imageenhancer (class in imgutils.generic.enhance)": [[32, "imgutils.generic.enhance.ImageEnhancer"]], "__init__() (imgutils.generic.enhance.imageenhancer method)": [[32, "imgutils.generic.enhance.ImageEnhancer.__init__"]], "imgutils.generic.enhance": [[32, "module-imgutils.generic.enhance"]], "process() (imgutils.generic.enhance.imageenhancer method)": [[32, "imgutils.generic.enhance.ImageEnhancer.process"]], "imgutils.generic": [[33, "module-imgutils.generic"]], "siglipmodel (class in imgutils.generic.siglip)": [[34, "imgutils.generic.siglip.SigLIPModel"]], "__init__() (imgutils.generic.siglip.siglipmodel method)": [[34, "imgutils.generic.siglip.SigLIPModel.__init__"]], "clear() (imgutils.generic.siglip.siglipmodel method)": [[34, "imgutils.generic.siglip.SigLIPModel.clear"]], "image_encode() (imgutils.generic.siglip.siglipmodel method)": [[34, "imgutils.generic.siglip.SigLIPModel.image_encode"]], "imgutils.generic.siglip": [[34, "module-imgutils.generic.siglip"]], "launch_demo() (imgutils.generic.siglip.siglipmodel method)": [[34, "imgutils.generic.siglip.SigLIPModel.launch_demo"]], "make_ui() (imgutils.generic.siglip.siglipmodel method)": [[34, "imgutils.generic.siglip.SigLIPModel.make_ui"]], "predict() (imgutils.generic.siglip.siglipmodel method)": [[34, "imgutils.generic.siglip.SigLIPModel.predict"]], "siglip_image_encode() (in module imgutils.generic.siglip)": [[34, "imgutils.generic.siglip.siglip_image_encode"]], "siglip_predict() (in module imgutils.generic.siglip)": [[34, "imgutils.generic.siglip.siglip_predict"]], "siglip_text_encode() (in module imgutils.generic.siglip)": [[34, "imgutils.generic.siglip.siglip_text_encode"]], "text_encode() (imgutils.generic.siglip.siglipmodel method)": [[34, "imgutils.generic.siglip.SigLIPModel.text_encode"]], "yolomodel (class in imgutils.generic.yolo)": [[35, "imgutils.generic.yolo.YOLOModel"]], "__init__() (imgutils.generic.yolo.yolomodel method)": [[35, "imgutils.generic.yolo.YOLOModel.__init__"]], "clear() (imgutils.generic.yolo.yolomodel method)": [[35, "imgutils.generic.yolo.YOLOModel.clear"]], "imgutils.generic.yolo": [[35, "module-imgutils.generic.yolo"]], "launch_demo() (imgutils.generic.yolo.yolomodel method)": [[35, "imgutils.generic.yolo.YOLOModel.launch_demo"]], "make_ui() (imgutils.generic.yolo.yolomodel method)": [[35, "imgutils.generic.yolo.YOLOModel.make_ui"]], "predict() (imgutils.generic.yolo.yolomodel method)": [[35, "imgutils.generic.yolo.YOLOModel.predict"]], "yolo_predict() (in module imgutils.generic.yolo)": [[35, "imgutils.generic.yolo.yolo_predict"]], "imgutils.metadata.geninfo": [[36, "module-imgutils.metadata.geninfo"]], "read_geninfo_exif() (in module imgutils.metadata.geninfo)": [[36, "imgutils.metadata.geninfo.read_geninfo_exif"]], "read_geninfo_gif() (in module imgutils.metadata.geninfo)": [[36, "imgutils.metadata.geninfo.read_geninfo_gif"]], "read_geninfo_parameters() (in module imgutils.metadata.geninfo)": [[36, "imgutils.metadata.geninfo.read_geninfo_parameters"]], "write_geninfo_exif() (in module imgutils.metadata.geninfo)": [[36, "imgutils.metadata.geninfo.write_geninfo_exif"]], "write_geninfo_gif() (in module imgutils.metadata.geninfo)": [[36, "imgutils.metadata.geninfo.write_geninfo_gif"]], "write_geninfo_parameters() (in module imgutils.metadata.geninfo)": [[36, "imgutils.metadata.geninfo.write_geninfo_parameters"]], "imgutils.metadata": [[37, "module-imgutils.metadata"]], "imagelsbdataextractor (class in imgutils.metadata.lsb)": [[38, "imgutils.metadata.lsb.ImageLsbDataExtractor"]], "lsbextractor (class in imgutils.metadata.lsb)": [[38, "imgutils.metadata.lsb.LSBExtractor"]], "lsbreaderror (class in imgutils.metadata.lsb)": [[38, "imgutils.metadata.lsb.LSBReadError"]], "__init__() (imgutils.metadata.lsb.imagelsbdataextractor method)": [[38, "imgutils.metadata.lsb.ImageLsbDataExtractor.__init__"]], "__init__() (imgutils.metadata.lsb.lsbextractor method)": [[38, "imgutils.metadata.lsb.LSBExtractor.__init__"]], "extract_data() (imgutils.metadata.lsb.imagelsbdataextractor method)": [[38, "imgutils.metadata.lsb.ImageLsbDataExtractor.extract_data"]], "get_next_n_bytes() (imgutils.metadata.lsb.lsbextractor method)": [[38, "imgutils.metadata.lsb.LSBExtractor.get_next_n_bytes"]], "get_one_byte() (imgutils.metadata.lsb.lsbextractor method)": [[38, "imgutils.metadata.lsb.LSBExtractor.get_one_byte"]], "imgutils.metadata.lsb": [[38, "module-imgutils.metadata.lsb"]], "inject_data() (in module imgutils.metadata.lsb)": [[38, "imgutils.metadata.lsb.inject_data"]], "read_32bit_integer() (imgutils.metadata.lsb.lsbextractor method)": [[38, "imgutils.metadata.lsb.LSBExtractor.read_32bit_integer"]], "read_lsb_metadata() (in module imgutils.metadata.lsb)": [[38, "imgutils.metadata.lsb.read_lsb_metadata"]], "read_lsb_raw_bytes() (in module imgutils.metadata.lsb)": [[38, "imgutils.metadata.lsb.read_lsb_raw_bytes"]], "serialize_json() (in module imgutils.metadata.lsb)": [[38, "imgutils.metadata.lsb.serialize_json"]], "serialize_pnginfo() (in module imgutils.metadata.lsb)": [[38, "imgutils.metadata.lsb.serialize_pnginfo"]], "write_lsb_metadata() (in module imgutils.metadata.lsb)": [[38, "imgutils.metadata.lsb.write_lsb_metadata"]], "write_lsb_raw_bytes() (in module imgutils.metadata.lsb)": [[38, "imgutils.metadata.lsb.write_lsb_raw_bytes"]], "get_aesthetic_score() (in module imgutils.metrics.aesthetic)": [[39, "imgutils.metrics.aesthetic.get_aesthetic_score"]], "imgutils.metrics.aesthetic": [[39, "module-imgutils.metrics.aesthetic"]], "ccip_batch_differences() (in module imgutils.metrics.ccip)": [[40, "imgutils.metrics.ccip.ccip_batch_differences"]], "ccip_batch_extract_features() (in module imgutils.metrics.ccip)": [[40, "imgutils.metrics.ccip.ccip_batch_extract_features"]], "ccip_batch_same() (in module imgutils.metrics.ccip)": [[40, "imgutils.metrics.ccip.ccip_batch_same"]], "ccip_clustering() (in module imgutils.metrics.ccip)": [[40, "imgutils.metrics.ccip.ccip_clustering"]], "ccip_default_clustering_params() (in module imgutils.metrics.ccip)": [[40, "imgutils.metrics.ccip.ccip_default_clustering_params"]], "ccip_default_threshold() (in module imgutils.metrics.ccip)": [[40, "imgutils.metrics.ccip.ccip_default_threshold"]], "ccip_difference() (in module imgutils.metrics.ccip)": [[40, "imgutils.metrics.ccip.ccip_difference"]], "ccip_extract_feature() (in module imgutils.metrics.ccip)": [[40, "imgutils.metrics.ccip.ccip_extract_feature"]], "ccip_merge() (in module imgutils.metrics.ccip)": [[40, "imgutils.metrics.ccip.ccip_merge"]], "ccip_same() (in module imgutils.metrics.ccip)": [[40, "imgutils.metrics.ccip.ccip_same"]], "imgutils.metrics.ccip": [[40, "module-imgutils.metrics.ccip"]], "anime_dbaesthetic() (in module imgutils.metrics.dbaesthetic)": [[41, "imgutils.metrics.dbaesthetic.anime_dbaesthetic"]], "imgutils.metrics.dbaesthetic": [[41, "module-imgutils.metrics.dbaesthetic"]], "imgutils.metrics": [[42, "module-imgutils.metrics"]], "imgutils.metrics.laplacian": [[43, "module-imgutils.metrics.laplacian"]], "laplacian_score() (in module imgutils.metrics.laplacian)": [[43, "imgutils.metrics.laplacian.laplacian_score"]], "imgutils.metrics.lpips": [[44, "module-imgutils.metrics.lpips"]], "lpips_clustering() (in module imgutils.metrics.lpips)": [[44, "imgutils.metrics.lpips.lpips_clustering"]], "lpips_difference() (in module imgutils.metrics.lpips)": [[44, "imgutils.metrics.lpips.lpips_difference"]], "lpips_extract_feature() (in module imgutils.metrics.lpips)": [[44, "imgutils.metrics.lpips.lpips_extract_feature"]], "imgutils.metrics.psnr_": [[45, "module-imgutils.metrics.psnr_"]], "psnr() (in module imgutils.metrics.psnr_)": [[45, "imgutils.metrics.psnr_.psnr"]], "detect_text_with_ocr() (in module imgutils.ocr)": [[46, "imgutils.ocr.detect_text_with_ocr"]], "imgutils.ocr": [[46, "module-imgutils.ocr"]], "list_det_models() (in module imgutils.ocr)": [[46, "imgutils.ocr.list_det_models"]], "list_rec_models() (in module imgutils.ocr)": [[46, "imgutils.ocr.list_rec_models"]], "ocr() (in module imgutils.ocr)": [[46, "imgutils.ocr.ocr"]], "align_maxsize() (in module imgutils.operate.align)": [[47, "imgutils.operate.align.align_maxsize"]], "imgutils.operate.align": [[47, "module-imgutils.operate.align"]], "basecensor (class in imgutils.operate.censor_)": [[48, "imgutils.operate.censor_.BaseCensor"]], "blurcensor (class in imgutils.operate.censor_)": [[48, "imgutils.operate.censor_.BlurCensor"]], "colorcensor (class in imgutils.operate.censor_)": [[48, "imgutils.operate.censor_.ColorCensor"]], "pixelatecensor (class in imgutils.operate.censor_)": [[48, "imgutils.operate.censor_.PixelateCensor"]], "censor_area() (imgutils.operate.censor_.basecensor method)": [[48, "imgutils.operate.censor_.BaseCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.blurcensor method)": [[48, "imgutils.operate.censor_.BlurCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.colorcensor method)": [[48, "imgutils.operate.censor_.ColorCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.pixelatecensor method)": [[48, "imgutils.operate.censor_.PixelateCensor.censor_area"]], "censor_areas() (in module imgutils.operate.censor_)": [[48, "imgutils.operate.censor_.censor_areas"]], "censor_nsfw() (in module imgutils.operate.censor_)": [[48, "imgutils.operate.censor_.censor_nsfw"]], "imgutils.operate.censor_": [[48, "module-imgutils.operate.censor_"]], "register_censor_method() (in module imgutils.operate.censor_)": [[48, "imgutils.operate.censor_.register_censor_method"]], "emojibasedcensor (class in imgutils.operate.imgcensor)": [[49, "imgutils.operate.imgcensor.EmojiBasedCensor"]], "imagebasedcensor (class in imgutils.operate.imgcensor)": [[49, "imgutils.operate.imgcensor.ImageBasedCensor"]], "singleimage (class in imgutils.operate.imgcensor)": [[49, "imgutils.operate.imgcensor.SingleImage"]], "__init__() (imgutils.operate.imgcensor.singleimage method)": [[49, "imgutils.operate.imgcensor.SingleImage.__init__"]], "censor_area() (imgutils.operate.imgcensor.emojibasedcensor method)": [[49, "imgutils.operate.imgcensor.EmojiBasedCensor.censor_area"]], "censor_area() (imgutils.operate.imgcensor.imagebasedcensor method)": [[49, "imgutils.operate.imgcensor.ImageBasedCensor.censor_area"]], "find_for_area() (imgutils.operate.imgcensor.singleimage method)": [[49, "imgutils.operate.imgcensor.SingleImage.find_for_area"]], "height (imgutils.operate.imgcensor.singleimage property)": [[49, "imgutils.operate.imgcensor.SingleImage.height"]], "imgutils.operate.imgcensor": [[49, "module-imgutils.operate.imgcensor"]], "width (imgutils.operate.imgcensor.singleimage property)": [[49, "imgutils.operate.imgcensor.SingleImage.width"]], "imgutils.operate": [[50, "module-imgutils.operate"]], "imgutils.operate.squeeze": [[51, "module-imgutils.operate.squeeze"]], "squeeze() (in module imgutils.operate.squeeze)": [[51, "imgutils.operate.squeeze.squeeze"]], "squeeze_with_transparency() (in module imgutils.operate.squeeze)": [[51, "imgutils.operate.squeeze.squeeze_with_transparency"]], "dwpose_estimate() (in module imgutils.pose.dwpose)": [[52, "imgutils.pose.dwpose.dwpose_estimate"]], "imgutils.pose.dwpose": [[52, "module-imgutils.pose.dwpose"]], "left_ankle (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_ANKLE"]], "left_big_toe (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_BIG_TOE"]], "left_ear (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_EAR"]], "left_elbow (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_ELBOW"]], "left_eye (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_EYE"]], "left_heel (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_HEEL"]], "left_hip (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_HIP"]], "left_knee (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_KNEE"]], "left_shoulder (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_SHOULDER"]], "left_small_toe (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_SMALL_TOE"]], "left_wrist (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_WRIST"]], "neck (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.NECK"]], "nose (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.NOSE"]], "op18keypointset (class in imgutils.pose.format)": [[53, "imgutils.pose.format.OP18KeyPointSet"]], "op18_body_max (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_BODY_MAX"]], "op18_body_min (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_BODY_MIN"]], "op18_face_max (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_FACE_MAX"]], "op18_face_min (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_FACE_MIN"]], "op18_left_foot_max (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_LEFT_FOOT_MAX"]], "op18_left_foot_min (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_LEFT_FOOT_MIN"]], "op18_left_hand_max (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_LEFT_HAND_MAX"]], "op18_left_hand_min (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_LEFT_HAND_MIN"]], "op18_right_foot_max (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_RIGHT_FOOT_MAX"]], "op18_right_foot_min (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_RIGHT_FOOT_MIN"]], "op18_right_hand_max (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_RIGHT_HAND_MAX"]], "op18_right_hand_min (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_RIGHT_HAND_MIN"]], "right_ankle (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_ANKLE"]], "right_big_toe (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_BIG_TOE"]], "right_ear (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_EAR"]], "right_elbow (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_ELBOW"]], "right_eye (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_EYE"]], "right_heel (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_HEEL"]], "right_hip (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_HIP"]], "right_knee (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_KNEE"]], "right_shoulder (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_SHOULDER"]], "right_small_toe (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_SMALL_TOE"]], "right_wrist (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_WRIST"]], "__init__() (imgutils.pose.format.op18keypointset method)": [[53, "imgutils.pose.format.OP18KeyPointSet.__init__"]], "__mul__() (imgutils.pose.format.op18keypointset method)": [[53, "imgutils.pose.format.OP18KeyPointSet.__mul__"]], "__truediv__() (imgutils.pose.format.op18keypointset method)": [[53, "imgutils.pose.format.OP18KeyPointSet.__truediv__"]], "body (imgutils.pose.format.op18keypointset property)": [[53, "imgutils.pose.format.OP18KeyPointSet.body"]], "face (imgutils.pose.format.op18keypointset property)": [[53, "imgutils.pose.format.OP18KeyPointSet.face"]], "imgutils.pose.format": [[53, "module-imgutils.pose.format"]], "left_foot (imgutils.pose.format.op18keypointset property)": [[53, "imgutils.pose.format.OP18KeyPointSet.left_foot"]], "left_hand (imgutils.pose.format.op18keypointset property)": [[53, "imgutils.pose.format.OP18KeyPointSet.left_hand"]], "right_foot (imgutils.pose.format.op18keypointset property)": [[53, "imgutils.pose.format.OP18KeyPointSet.right_foot"]], "right_hand (imgutils.pose.format.op18keypointset property)": [[53, "imgutils.pose.format.OP18KeyPointSet.right_hand"]], "imgutils.pose": [[54, "module-imgutils.pose"]], "imgutils.pose.visual": [[55, "module-imgutils.pose.visual"]], "op18_visualize() (in module imgutils.pose.visual)": [[55, "imgutils.pose.visual.op18_visualize"]], "notparsetarget (class in imgutils.preprocess.base)": [[56, "imgutils.preprocess.base.NotParseTarget"]], "imgutils.preprocess.base": [[56, "module-imgutils.preprocess.base"]], "imgutils.preprocess": [[57, "module-imgutils.preprocess"]], "create_pillow_transforms() (in module imgutils.preprocess.pillow)": [[58, "imgutils.preprocess.pillow.create_pillow_transforms"]], "imgutils.preprocess.pillow": [[58, "module-imgutils.preprocess.pillow"]], "parse_pillow_transforms() (in module imgutils.preprocess.pillow)": [[58, "imgutils.preprocess.pillow.parse_pillow_transforms"]], "register_pillow_parse() (in module imgutils.preprocess.pillow)": [[58, "imgutils.preprocess.pillow.register_pillow_parse"]], "register_pillow_transform() (in module imgutils.preprocess.pillow)": [[58, "imgutils.preprocess.pillow.register_pillow_transform"]], "create_torchvision_transforms() (in module imgutils.preprocess.torchvision)": [[59, "imgutils.preprocess.torchvision.create_torchvision_transforms"]], "imgutils.preprocess.torchvision": [[59, "module-imgutils.preprocess.torchvision"]], "parse_torchvision_transforms() (in module imgutils.preprocess.torchvision)": [[59, "imgutils.preprocess.torchvision.parse_torchvision_transforms"]], "register_torchvision_parse() (in module imgutils.preprocess.torchvision)": [[59, "imgutils.preprocess.torchvision.register_torchvision_parse"]], "register_torchvision_transform() (in module imgutils.preprocess.torchvision)": [[59, "imgutils.preprocess.torchvision.register_torchvision_transform"]], "notprocessortypeerror (class in imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.NotProcessorTypeError"]], "convert_to_size_dict() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.convert_to_size_dict"]], "create_bit_transforms() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_bit_transforms"]], "create_blip_transforms() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_blip_transforms"]], "create_clip_transforms() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_clip_transforms"]], "create_convnext_transforms() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_convnext_transforms"]], "create_mobilenetv2_transforms() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_mobilenetv2_transforms"]], "create_siglip_transforms() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_siglip_transforms"]], "create_transforms_from_bit_processor() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_transforms_from_bit_processor"]], "create_transforms_from_blip_processor() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_transforms_from_blip_processor"]], "create_transforms_from_clip_processor() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_transforms_from_clip_processor"]], "create_transforms_from_convnext_processor() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_transforms_from_convnext_processor"]], "create_transforms_from_mobilenetv2_processor() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_transforms_from_mobilenetv2_processor"]], "create_transforms_from_siglip_processor() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_transforms_from_siglip_processor"]], "create_transforms_from_transformers() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_transforms_from_transformers"]], "create_transforms_from_vit_processor() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_transforms_from_vit_processor"]], "create_vit_transforms() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_vit_transforms"]], "get_size_dict() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.get_size_dict"]], "imgutils.preprocess.transformers": [[60, "module-imgutils.preprocess.transformers"]], "is_valid_size_dict() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.is_valid_size_dict"]], "register_creators_for_transformers() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.register_creators_for_transformers"]], "backgroundimageset (class in imgutils.resource.background)": [[61, "imgutils.resource.background.BackgroundImageSet"]], "__init__() (imgutils.resource.background.backgroundimageset method)": [[61, "imgutils.resource.background.BackgroundImageSet.__init__"]], "get_bg_image() (in module imgutils.resource.background)": [[61, "imgutils.resource.background.get_bg_image"]], "get_bg_image_file() (in module imgutils.resource.background)": [[61, "imgutils.resource.background.get_bg_image_file"]], "get_image() (imgutils.resource.background.backgroundimageset method)": [[61, "imgutils.resource.background.BackgroundImageSet.get_image"]], "get_image_file() (imgutils.resource.background.backgroundimageset method)": [[61, "imgutils.resource.background.BackgroundImageSet.get_image_file"]], "imgutils.resource.background": [[61, "module-imgutils.resource.background"]], "list_bg_image_files() (in module imgutils.resource.background)": [[61, "imgutils.resource.background.list_bg_image_files"]], "list_image_files() (imgutils.resource.background.backgroundimageset method)": [[61, "imgutils.resource.background.BackgroundImageSet.list_image_files"]], "random_bg_image() (in module imgutils.resource.background)": [[61, "imgutils.resource.background.random_bg_image"]], "random_bg_image_file() (in module imgutils.resource.background)": [[61, "imgutils.resource.background.random_bg_image_file"]], "random_image() (imgutils.resource.background.backgroundimageset method)": [[61, "imgutils.resource.background.BackgroundImageSet.random_image"]], "random_image_file() (imgutils.resource.background.backgroundimageset method)": [[61, "imgutils.resource.background.BackgroundImageSet.random_image_file"]], "imgutils.resource": [[62, "module-imgutils.resource"]], "imgutils.restore.adversarial": [[63, "module-imgutils.restore.adversarial"]], "remove_adversarial_noise() (in module imgutils.restore.adversarial)": [[63, "imgutils.restore.adversarial.remove_adversarial_noise"]], "imgutils.restore": [[64, "module-imgutils.restore"]], "imgutils.restore.nafnet": [[65, "module-imgutils.restore.nafnet"]], "restore_with_nafnet() (in module imgutils.restore.nafnet)": [[65, "imgutils.restore.nafnet.restore_with_nafnet"]], "imgutils.restore.scunet": [[66, "module-imgutils.restore.scunet"]], "restore_with_scunet() (in module imgutils.restore.scunet)": [[66, "imgutils.restore.scunet.restore_with_scunet"]], "imgutils.sd": [[67, "module-imgutils.sd"]], "sdmetadata (class in imgutils.sd.metadata)": [[68, "imgutils.sd.metadata.SDMetaData"]], "__str__() (imgutils.sd.metadata.sdmetadata method)": [[68, "imgutils.sd.metadata.SDMetaData.__str__"]], "get_sdmeta_from_image() (in module imgutils.sd.metadata)": [[68, "imgutils.sd.metadata.get_sdmeta_from_image"]], "imgutils.sd.metadata": [[68, "module-imgutils.sd.metadata"]], "parse_sdmeta_from_text() (in module imgutils.sd.metadata)": [[68, "imgutils.sd.metadata.parse_sdmeta_from_text"]], "pnginfo (imgutils.sd.metadata.sdmetadata property)": [[68, "imgutils.sd.metadata.SDMetaData.pnginfo"]], "save_image_with_sdmeta() (in module imgutils.sd.metadata)": [[68, "imgutils.sd.metadata.save_image_with_sdmeta"]], "text (imgutils.sd.metadata.sdmetadata property)": [[68, "imgutils.sd.metadata.SDMetaData.text"]], "imgutils.sd.model": [[69, "module-imgutils.sd.model"]], "read_metadata() (in module imgutils.sd.model)": [[69, "imgutils.sd.model.read_metadata"]], "save_with_metadata() (in module imgutils.sd.model)": [[69, "imgutils.sd.model.save_with_metadata"]], "naimetadata (class in imgutils.sd.nai)": [[70, "imgutils.sd.nai.NAIMetaData"], [70, "imgutils.sd.nai.NAIMetadata"]], "__init__() (imgutils.sd.nai.naimetadata method)": [[70, "imgutils.sd.nai.NAIMetaData.__init__"]], "add_naimeta_to_image() (in module imgutils.sd.nai)": [[70, "imgutils.sd.nai.add_naimeta_to_image"]], "get_naimeta_from_image() (in module imgutils.sd.nai)": [[70, "imgutils.sd.nai.get_naimeta_from_image"]], "imgutils.sd.nai": [[70, "module-imgutils.sd.nai"]], "pnginfo (imgutils.sd.nai.naimetadata property)": [[70, "imgutils.sd.nai.NAIMetaData.pnginfo"]], "save_image_with_naimeta() (in module imgutils.sd.nai)": [[70, "imgutils.sd.nai.save_image_with_naimeta"]], "imgutils.segment": [[71, "module-imgutils.segment"]], "get_isnetis_mask() (in module imgutils.segment.isnetis)": [[72, "imgutils.segment.isnetis.get_isnetis_mask"]], "imgutils.segment.isnetis": [[72, "module-imgutils.segment.isnetis"]], "segment_rgba_with_isnetis() (in module imgutils.segment.isnetis)": [[72, "imgutils.segment.isnetis.segment_rgba_with_isnetis"]], "segment_with_isnetis() (in module imgutils.segment.isnetis)": [[72, "imgutils.segment.isnetis.segment_with_isnetis"]], "drop_blacklisted_tags() (in module imgutils.tagging.blacklist)": [[73, "imgutils.tagging.blacklist.drop_blacklisted_tags"]], "imgutils.tagging.blacklist": [[73, "module-imgutils.tagging.blacklist"]], "is_blacklisted() (in module imgutils.tagging.blacklist)": [[73, "imgutils.tagging.blacklist.is_blacklisted"]], "char_prefixes (in module imgutils.tagging.character)": [[74, "imgutils.tagging.character.CHAR_PREFIXES"]], "char_suffixes (in module imgutils.tagging.character)": [[74, "imgutils.tagging.character.CHAR_SUFFIXES"]], "char_whitelist_prefix (in module imgutils.tagging.character)": [[74, "imgutils.tagging.character.CHAR_WHITELIST_PREFIX"]], "char_whitelist_suffix (in module imgutils.tagging.character)": [[74, "imgutils.tagging.character.CHAR_WHITELIST_SUFFIX"]], "char_whitelist_word (in module imgutils.tagging.character)": [[74, "imgutils.tagging.character.CHAR_WHITELIST_WORD"]], "charactertagpool (class in imgutils.tagging.character)": [[74, "imgutils.tagging.character.CharacterTagPool"]], "__init__() (imgutils.tagging.character.charactertagpool method)": [[74, "imgutils.tagging.character.CharacterTagPool.__init__"]], "drop_basic_character_tags() (imgutils.tagging.character.charactertagpool method)": [[74, "imgutils.tagging.character.CharacterTagPool.drop_basic_character_tags"]], "drop_basic_character_tags() (in module imgutils.tagging.character)": [[74, "imgutils.tagging.character.drop_basic_character_tags"]], "imgutils.tagging.character": [[74, "module-imgutils.tagging.character"]], "is_basic_character_tag() (imgutils.tagging.character.charactertagpool method)": [[74, "imgutils.tagging.character.CharacterTagPool.is_basic_character_tag"]], "is_basic_character_tag() (in module imgutils.tagging.character)": [[74, "imgutils.tagging.character.is_basic_character_tag"]], "get_deepdanbooru_tags() (in module imgutils.tagging.deepdanbooru)": [[75, "imgutils.tagging.deepdanbooru.get_deepdanbooru_tags"]], "imgutils.tagging.deepdanbooru": [[75, "module-imgutils.tagging.deepdanbooru"]], "get_deepgelbooru_tags() (in module imgutils.tagging.deepgelbooru)": [[76, "imgutils.tagging.deepgelbooru.get_deepgelbooru_tags"]], "imgutils.tagging.deepgelbooru": [[76, "module-imgutils.tagging.deepgelbooru"]], "add_underline() (in module imgutils.tagging.format)": [[77, "imgutils.tagging.format.add_underline"]], "imgutils.tagging.format": [[77, "module-imgutils.tagging.format"]], "remove_underline() (in module imgutils.tagging.format)": [[77, "imgutils.tagging.format.remove_underline"]], "tags_to_text() (in module imgutils.tagging.format)": [[77, "imgutils.tagging.format.tags_to_text"]], "imgutils.tagging": [[78, "module-imgutils.tagging"]], "imgutils.tagging.match": [[79, "module-imgutils.tagging.match"]], "tag_match_full() (in module imgutils.tagging.match)": [[79, "imgutils.tagging.match.tag_match_full"]], "tag_match_prefix() (in module imgutils.tagging.match)": [[79, "imgutils.tagging.match.tag_match_prefix"]], "tag_match_suffix() (in module imgutils.tagging.match)": [[79, "imgutils.tagging.match.tag_match_suffix"]], "get_mldanbooru_tags() (in module imgutils.tagging.mldanbooru)": [[80, "imgutils.tagging.mldanbooru.get_mldanbooru_tags"]], "imgutils.tagging.mldanbooru": [[80, "module-imgutils.tagging.mldanbooru"]], "imgutils.tagging.order": [[81, "module-imgutils.tagging.order"]], "sort_tags() (in module imgutils.tagging.order)": [[81, "imgutils.tagging.order.sort_tags"]], "drop_overlap_tags() (in module imgutils.tagging.overlap)": [[82, "imgutils.tagging.overlap.drop_overlap_tags"]], "imgutils.tagging.overlap": [[82, "module-imgutils.tagging.overlap"]], "convert_wd14_emb_to_prediction() (in module imgutils.tagging.wd14)": [[83, "imgutils.tagging.wd14.convert_wd14_emb_to_prediction"]], "denormalize_wd14_emb() (in module imgutils.tagging.wd14)": [[83, "imgutils.tagging.wd14.denormalize_wd14_emb"]], "get_wd14_tags() (in module imgutils.tagging.wd14)": [[83, "imgutils.tagging.wd14.get_wd14_tags"]], "imgutils.tagging.wd14": [[83, "module-imgutils.tagging.wd14"]], "imgutils.upscale.cdc": [[84, "module-imgutils.upscale.cdc"]], "upscale_with_cdc() (in module imgutils.upscale.cdc)": [[84, "imgutils.upscale.cdc.upscale_with_cdc"]], "imgutils.upscale": [[85, "module-imgutils.upscale"]], "imgutils.utils.cache": [[86, "module-imgutils.utils.cache"]], "ts_lru_cache() (in module imgutils.utils.cache)": [[86, "imgutils.utils.cache.ts_lru_cache"]], "imgutils.utils.func": [[87, "module-imgutils.utils.func"]], "sigmoid() (in module imgutils.utils.func)": [[87, "imgutils.utils.func.sigmoid"]], "imgutils.utils": [[88, "module-imgutils.utils"]], "get_onnx_provider() (in module imgutils.utils.onnxruntime)": [[89, "imgutils.utils.onnxruntime.get_onnx_provider"]], "imgutils.utils.onnxruntime": [[89, "module-imgutils.utils.onnxruntime"]], "open_onnx_model() (in module imgutils.utils.onnxruntime)": [[89, "imgutils.utils.onnxruntime.open_onnx_model"]], "get_ai_created_score() (in module imgutils.validate.aicheck)": [[90, "imgutils.validate.aicheck.get_ai_created_score"]], "imgutils.validate.aicheck": [[90, "module-imgutils.validate.aicheck"]], "is_ai_created() (in module imgutils.validate.aicheck)": [[90, "imgutils.validate.aicheck.is_ai_created"]], "anime_bangumi_char() (in module imgutils.validate.bangumi_char)": [[91, "imgutils.validate.bangumi_char.anime_bangumi_char"]], "anime_bangumi_char_score() (in module imgutils.validate.bangumi_char)": [[91, "imgutils.validate.bangumi_char.anime_bangumi_char_score"]], "imgutils.validate.bangumi_char": [[91, "module-imgutils.validate.bangumi_char"]], "anime_classify() (in module imgutils.validate.classify)": [[92, "imgutils.validate.classify.anime_classify"]], "anime_classify_score() (in module imgutils.validate.classify)": [[92, "imgutils.validate.classify.anime_classify_score"]], "imgutils.validate.classify": [[92, "module-imgutils.validate.classify"]], "imgutils.validate.color": [[93, "module-imgutils.validate.color"]], "is_greyscale() (in module imgutils.validate.color)": [[93, "imgutils.validate.color.is_greyscale"]], "anime_completeness() (in module imgutils.validate.completeness)": [[94, "imgutils.validate.completeness.anime_completeness"]], "anime_completeness_score() (in module imgutils.validate.completeness)": [[94, "imgutils.validate.completeness.anime_completeness_score"]], "imgutils.validate.completeness": [[94, "module-imgutils.validate.completeness"]], "anime_dbrating() (in module imgutils.validate.dbrating)": [[95, "imgutils.validate.dbrating.anime_dbrating"]], "anime_dbrating_score() (in module imgutils.validate.dbrating)": [[95, "imgutils.validate.dbrating.anime_dbrating_score"]], "imgutils.validate.dbrating": [[95, "module-imgutils.validate.dbrating"]], "anime_furry() (in module imgutils.validate.furry)": [[96, "imgutils.validate.furry.anime_furry"]], "anime_furry_score() (in module imgutils.validate.furry)": [[96, "imgutils.validate.furry.anime_furry_score"]], "imgutils.validate.furry": [[96, "module-imgutils.validate.furry"]], "imgutils.validate": [[97, "module-imgutils.validate"]], "get_monochrome_score() (in module imgutils.validate.monochrome)": [[98, "imgutils.validate.monochrome.get_monochrome_score"]], "imgutils.validate.monochrome": [[98, "module-imgutils.validate.monochrome"]], "is_monochrome() (in module imgutils.validate.monochrome)": [[98, "imgutils.validate.monochrome.is_monochrome"]], "imgutils.validate.nsfw": [[99, "module-imgutils.validate.nsfw"]], "nsfw_pred() (in module imgutils.validate.nsfw)": [[99, "imgutils.validate.nsfw.nsfw_pred"]], "nsfw_pred_score() (in module imgutils.validate.nsfw)": [[99, "imgutils.validate.nsfw.nsfw_pred_score"]], "anime_portrait() (in module imgutils.validate.portrait)": [[100, "imgutils.validate.portrait.anime_portrait"]], "anime_portrait_score() (in module imgutils.validate.portrait)": [[100, "imgutils.validate.portrait.anime_portrait_score"]], "imgutils.validate.portrait": [[100, "module-imgutils.validate.portrait"]], "anime_rating() (in module imgutils.validate.rating)": [[101, "imgutils.validate.rating.anime_rating"]], "anime_rating_score() (in module imgutils.validate.rating)": [[101, "imgutils.validate.rating.anime_rating_score"]], "imgutils.validate.rating": [[101, "module-imgutils.validate.rating"]], "anime_real() (in module imgutils.validate.real)": [[102, "imgutils.validate.real.anime_real"]], "anime_real_score() (in module imgutils.validate.real)": [[102, "imgutils.validate.real.anime_real_score"]], "imgutils.validate.real": [[102, "module-imgutils.validate.real"]], "imgutils.validate.safe": [[103, "module-imgutils.validate.safe"]], "safe_check() (in module imgutils.validate.safe)": [[103, "imgutils.validate.safe.safe_check"]], "safe_check_score() (in module imgutils.validate.safe)": [[103, "imgutils.validate.safe.safe_check_score"]], "anime_style_age() (in module imgutils.validate.style_age)": [[104, "imgutils.validate.style_age.anime_style_age"]], "anime_style_age_score() (in module imgutils.validate.style_age)": [[104, "imgutils.validate.style_age.anime_style_age_score"]], "imgutils.validate.style_age": [[104, "module-imgutils.validate.style_age"]], "anime_teen() (in module imgutils.validate.teen)": [[105, "imgutils.validate.teen.anime_teen"]], "anime_teen_score() (in module imgutils.validate.teen)": [[105, "imgutils.validate.teen.anime_teen_score"]], "imgutils.validate.teen": [[105, "module-imgutils.validate.teen"]], "imgutils.validate.truncate": [[106, "module-imgutils.validate.truncate"]], "is_truncated_file() (in module imgutils.validate.truncate)": [[106, "imgutils.validate.truncate.is_truncated_file"]]}}) \ No newline at end of file +Search.setIndex({"docnames": ["api_doc/ascii/drawing", "api_doc/ascii/index", "api_doc/config/index", "api_doc/config/meta", "api_doc/data/background", "api_doc/data/blob", "api_doc/data/decode", "api_doc/data/encode", "api_doc/data/image", "api_doc/data/index", "api_doc/data/layer", "api_doc/data/url", "api_doc/detect/booru_yolo", "api_doc/detect/censor", "api_doc/detect/eye", "api_doc/detect/face", "api_doc/detect/halfbody", "api_doc/detect/hand", "api_doc/detect/head", "api_doc/detect/index", "api_doc/detect/nudenet", "api_doc/detect/person", "api_doc/detect/similarity", "api_doc/detect/text", "api_doc/detect/visual", "api_doc/edge/canny", "api_doc/edge/index", "api_doc/edge/lineart", "api_doc/edge/lineart_anime", "api_doc/generic/attachment", "api_doc/generic/classify", "api_doc/generic/clip", "api_doc/generic/enhance", "api_doc/generic/index", "api_doc/generic/siglip", "api_doc/generic/yolo", "api_doc/metadata/geninfo", "api_doc/metadata/index", "api_doc/metadata/lsb", "api_doc/metrics/aesthetic", "api_doc/metrics/ccip", "api_doc/metrics/dbaesthetic", "api_doc/metrics/index", "api_doc/metrics/laplacian", "api_doc/metrics/lpips", "api_doc/metrics/psnr_", "api_doc/ocr/index", "api_doc/operate/align", "api_doc/operate/censor", "api_doc/operate/imgcensor", "api_doc/operate/index", "api_doc/operate/squeeze", "api_doc/pose/dwpose", "api_doc/pose/format", "api_doc/pose/index", "api_doc/pose/visual", "api_doc/preprocess/base", "api_doc/preprocess/index", "api_doc/preprocess/pillow", "api_doc/preprocess/torchvision", "api_doc/preprocess/transformers", "api_doc/resource/background", "api_doc/resource/index", "api_doc/restore/adversarial", "api_doc/restore/index", "api_doc/restore/nafnet", "api_doc/restore/scunet", "api_doc/sd/index", "api_doc/sd/metadata", "api_doc/sd/model", "api_doc/sd/nai", "api_doc/segment/index", "api_doc/segment/isnetis", "api_doc/tagging/blacklist", "api_doc/tagging/character", "api_doc/tagging/deepdanbooru", "api_doc/tagging/deepgelbooru", "api_doc/tagging/format", "api_doc/tagging/index", "api_doc/tagging/match", "api_doc/tagging/mldanbooru", "api_doc/tagging/order", "api_doc/tagging/overlap", "api_doc/tagging/wd14", "api_doc/upscale/cdc", "api_doc/upscale/index", "api_doc/utils/cache", "api_doc/utils/func", "api_doc/utils/index", "api_doc/utils/onnxruntime", "api_doc/validate/aicheck", "api_doc/validate/bangumi_char", "api_doc/validate/classify", "api_doc/validate/color", "api_doc/validate/completeness", "api_doc/validate/dbrating", "api_doc/validate/furry", "api_doc/validate/index", "api_doc/validate/monochrome", "api_doc/validate/nsfw", "api_doc/validate/portrait", "api_doc/validate/rating", "api_doc/validate/real", "api_doc/validate/safe", "api_doc/validate/style_age", "api_doc/validate/teen", "api_doc/validate/truncate", "index", "information/environment", "information/environment.result", "tutorials/installation/index", "tutorials/quick_start/index"], "filenames": ["api_doc/ascii/drawing.rst", "api_doc/ascii/index.rst", "api_doc/config/index.rst", "api_doc/config/meta.rst", "api_doc/data/background.rst", "api_doc/data/blob.rst", "api_doc/data/decode.rst", "api_doc/data/encode.rst", "api_doc/data/image.rst", "api_doc/data/index.rst", "api_doc/data/layer.rst", "api_doc/data/url.rst", "api_doc/detect/booru_yolo.rst", "api_doc/detect/censor.rst", "api_doc/detect/eye.rst", "api_doc/detect/face.rst", "api_doc/detect/halfbody.rst", "api_doc/detect/hand.rst", "api_doc/detect/head.rst", "api_doc/detect/index.rst", "api_doc/detect/nudenet.rst", "api_doc/detect/person.rst", "api_doc/detect/similarity.rst", "api_doc/detect/text.rst", "api_doc/detect/visual.rst", "api_doc/edge/canny.rst", "api_doc/edge/index.rst", "api_doc/edge/lineart.rst", "api_doc/edge/lineart_anime.rst", "api_doc/generic/attachment.rst", "api_doc/generic/classify.rst", "api_doc/generic/clip.rst", "api_doc/generic/enhance.rst", "api_doc/generic/index.rst", "api_doc/generic/siglip.rst", "api_doc/generic/yolo.rst", "api_doc/metadata/geninfo.rst", "api_doc/metadata/index.rst", "api_doc/metadata/lsb.rst", "api_doc/metrics/aesthetic.rst", "api_doc/metrics/ccip.rst", "api_doc/metrics/dbaesthetic.rst", "api_doc/metrics/index.rst", "api_doc/metrics/laplacian.rst", "api_doc/metrics/lpips.rst", "api_doc/metrics/psnr_.rst", "api_doc/ocr/index.rst", "api_doc/operate/align.rst", "api_doc/operate/censor.rst", "api_doc/operate/imgcensor.rst", "api_doc/operate/index.rst", "api_doc/operate/squeeze.rst", "api_doc/pose/dwpose.rst", "api_doc/pose/format.rst", "api_doc/pose/index.rst", "api_doc/pose/visual.rst", "api_doc/preprocess/base.rst", "api_doc/preprocess/index.rst", "api_doc/preprocess/pillow.rst", "api_doc/preprocess/torchvision.rst", "api_doc/preprocess/transformers.rst", "api_doc/resource/background.rst", "api_doc/resource/index.rst", "api_doc/restore/adversarial.rst", "api_doc/restore/index.rst", "api_doc/restore/nafnet.rst", "api_doc/restore/scunet.rst", "api_doc/sd/index.rst", "api_doc/sd/metadata.rst", "api_doc/sd/model.rst", "api_doc/sd/nai.rst", "api_doc/segment/index.rst", "api_doc/segment/isnetis.rst", "api_doc/tagging/blacklist.rst", "api_doc/tagging/character.rst", "api_doc/tagging/deepdanbooru.rst", "api_doc/tagging/deepgelbooru.rst", "api_doc/tagging/format.rst", "api_doc/tagging/index.rst", "api_doc/tagging/match.rst", "api_doc/tagging/mldanbooru.rst", "api_doc/tagging/order.rst", "api_doc/tagging/overlap.rst", "api_doc/tagging/wd14.rst", "api_doc/upscale/cdc.rst", "api_doc/upscale/index.rst", "api_doc/utils/cache.rst", "api_doc/utils/func.rst", "api_doc/utils/index.rst", "api_doc/utils/onnxruntime.rst", "api_doc/validate/aicheck.rst", "api_doc/validate/bangumi_char.rst", "api_doc/validate/classify.rst", "api_doc/validate/color.rst", "api_doc/validate/completeness.rst", "api_doc/validate/dbrating.rst", "api_doc/validate/furry.rst", "api_doc/validate/index.rst", "api_doc/validate/monochrome.rst", "api_doc/validate/nsfw.rst", "api_doc/validate/portrait.rst", "api_doc/validate/rating.rst", "api_doc/validate/real.rst", "api_doc/validate/safe.rst", "api_doc/validate/style_age.rst", "api_doc/validate/teen.rst", "api_doc/validate/truncate.rst", "index.rst", "information/environment.ipynb", "information/environment.result.ipynb", "tutorials/installation/index.rst", "tutorials/quick_start/index.rst"], "titles": ["imgutils.ascii.drawing", "imgutils.ascii", "imgutils.config", "imgutils.config.meta", "imgutils.data.background", "imgutils.data.blob", "imgutils.data.decode", "imgutils.data.encode", "imgutils.data.image", "imgutils.data", "imgutils.data.layer", "imgutils.data.url", "imgutils.detect.booru_yolo", "imgutils.detect.censor", "imgutils.detect.eye", "imgutils.detect.face", "imgutils.detect.halfbody", "imgutils.detect.hand", "imgutils.detect.head", "imgutils.detect", "imgutils.detect.nudenet", "imgutils.detect.person", "imgutils.detect.similarity", "imgutils.detect.text", "imgutils.detect.visual", "imgutils.edge.canny", "imgutils.edge", "imgutils.edge.lineart", "imgutils.edge.lineart_anime", "imgutils.generic.attachment", "imgutils.generic.classify", "imgutils.generic.clip", "imgutils.generic.enhance", "imgutils.generic", "imgutils.generic.siglip", "imgutils.generic.yolo", "imgutils.metadata.geninfo", "imgutils.metadata", "imgutils.metadata.lsb", "imgutils.metrics.aesthetic", "imgutils.metrics.ccip", "imgutils.metrics.dbaesthetic", "imgutils.metrics", "imgutils.metrics.laplacian", "imgutils.metrics.lpips", "imgutils.metrics.psnr_", "imgutils.ocr", "imgutils.operate.align", "imgutils.operate.censor_", "imgutils.operate.imgcensor", "imgutils.operate", "imgutils.operate.squeeze", "imgutils.pose.dwpose", "imgutils.pose.format", "imgutils.pose", "imgutils.pose.visual", "imgutils.preprocess.base", "imgutils.preprocess", "imgutils.preprocess.pillow", "imgutils.preprocess.torchvision", "imgutils.preprocess.transformers", "imgutils.resource.background", "imgutils.resource", "imgutils.restore.adversarial", "imgutils.restore", "imgutils.restore.nafnet", "imgutils.restore.scunet", "imgutils.sd", "imgutils.sd.metadata", "imgutils.sd.model", "imgutils.sd.nai", "imgutils.segment", "imgutils.segment.isnetis", "imgutils.tagging.blacklist", "imgutils.tagging.character", "imgutils.tagging.deepdanbooru", "imgutils.tagging.deepgelbooru", "imgutils.tagging.format", "imgutils.tagging", "imgutils.tagging.match", "imgutils.tagging.mldanbooru", "imgutils.tagging.order", "imgutils.tagging.overlap", "imgutils.tagging.wd14", "imgutils.upscale.cdc", "imgutils.upscale", "imgutils.utils.cache", "imgutils.utils.func", "imgutils.utils", "imgutils.utils.onnxruntime", "imgutils.validate.aicheck", "imgutils.validate.bangumi_char", "imgutils.validate.classify", "imgutils.validate.color", "imgutils.validate.completeness", "imgutils.validate.dbrating", "imgutils.validate.furry", "imgutils.validate", "imgutils.validate.monochrome", "imgutils.validate.nsfw", "imgutils.validate.portrait", "imgutils.validate.rating", "imgutils.validate.real", "imgutils.validate.safe", "imgutils.validate.style_age", "imgutils.validate.teen", "imgutils.validate.truncate", "Welcome to imgutils\u2019s Documentation", "Run Environment Information", "Run Environment Information", "Installation", "Quick Start"], "terms": {"img": [0, 5, 8, 30, 63, 68], "str": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 32, 34, 35, 36, 38, 39, 40, 41, 43, 44, 46, 47, 48, 49, 51, 52, 55, 58, 59, 60, 61, 65, 66, 68, 69, 70, 72, 73, 74, 75, 76, 77, 79, 80, 81, 82, 83, 84, 89, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 106], "pathlik": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 30, 31, 32, 34, 35, 36, 38, 39, 40, 41, 43, 44, 46, 47, 48, 49, 51, 52, 55, 65, 66, 68, 70, 72, 75, 76, 80, 83, 84, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105], "byte": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 30, 31, 32, 34, 35, 36, 38, 39, 40, 41, 43, 44, 46, 47, 48, 49, 51, 52, 53, 55, 65, 66, 68, 70, 72, 75, 76, 80, 83, 84, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105], "bytearrai": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 30, 31, 32, 34, 35, 36, 38, 39, 40, 41, 43, 44, 46, 47, 48, 49, 51, 52, 53, 55, 65, 66, 68, 70, 72, 75, 76, 80, 83, 84, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105], "binaryio": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 30, 31, 32, 34, 35, 36, 38, 39, 40, 41, 43, 44, 46, 47, 48, 49, 51, 52, 55, 65, 66, 68, 70, 72, 75, 76, 80, 83, 84, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105], "imag": [0, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 30, 31, 32, 34, 35, 36, 37, 38, 39, 40, 41, 43, 44, 45, 46, 47, 48, 49, 51, 52, 54, 55, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 70, 71, 72, 75, 76, 77, 78, 80, 83, 84, 85, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 110], "max_width": 0, "int": [0, 4, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 27, 28, 30, 31, 34, 35, 38, 40, 44, 46, 47, 48, 49, 51, 52, 53, 55, 60, 61, 63, 65, 66, 72, 80, 84, 103], "none": [0, 4, 8, 10, 11, 13, 14, 15, 16, 17, 18, 21, 23, 24, 25, 27, 28, 29, 30, 31, 32, 34, 35, 36, 38, 40, 48, 51, 52, 55, 58, 59, 60, 61, 68, 70, 73, 74, 83, 89], "ellipsi": 0, "max_height": 0, "resampl": [0, 60], "2": [0, 8, 12, 22, 23, 39, 40, 41, 44, 46, 53, 60, 63, 68, 83, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105], "level": [0, 13, 14, 15, 16, 17, 18, 21, 34, 35, 39, 48, 61, 75, 95], "aspect": [0, 24, 35, 47], "float": [0, 7, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 30, 35, 40, 41, 43, 44, 45, 46, 48, 49, 51, 53, 55, 60, 61, 63, 70, 73, 74, 75, 76, 77, 80, 81, 82, 83, 87, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105], "1": [0, 10, 12, 20, 21, 22, 39, 40, 41, 44, 46, 53, 60, 61, 63, 68, 69, 73, 74, 75, 76, 81, 83, 84, 87, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105, 108, 109, 110], "8": [0, 12, 22, 38, 40, 44, 48, 53, 60, 63, 68, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 108, 109, 110], "sourc": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 32, 34, 35, 36, 38, 39, 40, 41, 43, 44, 45, 46, 47, 48, 49, 51, 52, 53, 55, 56, 58, 59, 60, 61, 63, 65, 66, 68, 69, 70, 72, 73, 74, 75, 76, 77, 79, 80, 81, 82, 83, 84, 86, 87, 89, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 106], "gener": [0, 4, 12, 15, 21, 36, 37, 67, 68, 70, 76, 80, 83, 88, 95, 107], "art": [0, 68], "base": [0, 18, 21, 22, 29, 30, 31, 34, 35, 40, 41, 43, 44, 47, 48, 49, 51, 53, 55, 57, 58, 60, 61, 70, 72, 75, 76, 80, 81, 82, 83, 91, 95, 99, 101, 107], "given": [0, 6, 7, 8, 10, 11, 14, 15, 17, 18, 19, 20, 23, 25, 27, 28, 30, 31, 34, 38, 40, 43, 47, 49, 53, 56, 60, 68, 70, 73, 74, 79, 82, 83, 90, 92, 95, 98, 99, 101, 105], "paramet": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 32, 34, 35, 36, 37, 38, 39, 40, 41, 43, 44, 45, 46, 47, 48, 49, 51, 52, 53, 55, 58, 59, 60, 61, 63, 65, 66, 68, 69, 70, 72, 73, 74, 75, 76, 77, 79, 80, 81, 82, 83, 84, 86, 87, 89, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 106], "imagetyp": [0, 5, 12, 13, 14, 15, 16, 17, 18, 21, 23, 24, 30, 32, 35, 36, 38, 40, 41, 43, 46, 48, 51, 52, 55, 65, 66, 68, 70, 76, 83, 84, 91, 94, 96, 99, 100, 102, 103, 104], "The": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 29, 30, 31, 32, 34, 35, 36, 37, 38, 40, 41, 43, 46, 47, 48, 49, 51, 52, 53, 55, 58, 59, 60, 61, 63, 64, 65, 66, 68, 69, 70, 72, 74, 75, 76, 77, 79, 80, 81, 83, 84, 86, 87, 89, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 106, 110], "input": [0, 5, 12, 13, 14, 15, 16, 18, 20, 21, 23, 24, 29, 30, 31, 32, 34, 35, 36, 38, 40, 41, 43, 46, 47, 48, 49, 51, 52, 55, 58, 60, 63, 65, 66, 68, 70, 73, 74, 76, 77, 79, 81, 83, 84, 87, 91, 94, 96, 99, 100, 102, 104], "option": [0, 4, 11, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 24, 29, 30, 31, 34, 35, 36, 40, 46, 48, 51, 52, 55, 60, 61, 63, 68, 69, 70, 73, 74, 81, 83, 86], "maximum": [0, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 35, 40, 46, 47, 48, 60, 63, 86, 103], "width": [0, 4, 10, 49, 60, 61, 80], "If": [0, 5, 8, 10, 11, 13, 14, 15, 16, 17, 18, 21, 22, 24, 29, 30, 31, 34, 35, 36, 38, 40, 46, 48, 51, 53, 55, 58, 59, 60, 63, 65, 66, 68, 69, 70, 73, 74, 81, 83, 89, 90, 91, 92, 95, 98, 101, 105], "set": [0, 12, 24, 30, 31, 35, 40, 51, 53, 55, 60, 83, 89, 92, 95, 101, 105, 106], "automat": [0, 4, 31, 34, 40, 51, 89, 108, 109], "determin": [0, 8, 40, 99], "termin": 0, "size": [0, 4, 6, 7, 10, 11, 23, 24, 25, 27, 28, 40, 47, 49, 51, 55, 58, 59, 60, 61, 63, 65, 66, 68, 72, 80, 84, 85, 103, 108, 109], "height": [0, 4, 10, 49, 60, 61, 80], "filter": [0, 35, 51, 60, 63, 73, 74, 95, 97, 101], "us": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 30, 31, 32, 34, 35, 36, 37, 38, 39, 40, 41, 44, 46, 48, 49, 51, 52, 55, 56, 58, 60, 63, 64, 65, 66, 68, 69, 70, 73, 75, 76, 77, 80, 83, 84, 86, 87, 89, 90, 91, 92, 95, 97, 98, 99, 101, 105], "when": [0, 7, 10, 12, 23, 25, 27, 28, 30, 31, 38, 40, 44, 48, 49, 53, 56, 60, 65, 68, 70, 72, 80, 83, 84, 86, 89, 90, 106], "resiz": [0, 23, 24, 35, 47, 55, 58, 59, 60, 68, 80], "charact": [0, 40, 46, 55, 71, 72, 75, 76, 77, 78, 83, 91, 107], "repres": [0, 7, 10, 12, 13, 14, 15, 22, 40, 44, 48, 51, 53, 70, 72, 81, 90, 99, 106], "differ": [0, 8, 14, 15, 16, 17, 18, 21, 22, 31, 36, 37, 38, 40, 44, 45, 52, 53, 59, 60, 91, 96, 100, 102, 104, 108, 109], "intens": 0, "proport": [0, 91], "correct": [0, 38], "output": [0, 24, 30, 31, 34, 41, 55, 68, 69, 76, 81, 83, 110], "which": [0, 4, 10, 22, 23, 25, 27, 28, 34, 36, 40, 44, 49, 58, 60, 61, 64, 68, 69, 70, 72, 73, 76, 80, 86, 87, 89, 90, 92, 97, 98, 99, 106, 107, 108, 109, 110], "should": [0, 3, 10, 24, 40, 44, 48, 49, 51, 60, 72, 83, 110], "approxim": 0, "ratio": [0, 24, 35, 46, 47, 49, 80], "your": [0, 51, 65, 106, 108, 109, 110], "thi": [0, 3, 4, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 29, 30, 31, 32, 34, 35, 36, 37, 38, 39, 40, 41, 43, 44, 46, 48, 49, 51, 52, 53, 55, 56, 58, 59, 60, 63, 65, 66, 67, 68, 69, 70, 71, 75, 78, 82, 83, 84, 86, 87, 89, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 106, 108, 109], "valu": [0, 4, 8, 10, 13, 17, 18, 21, 22, 38, 40, 44, 48, 51, 53, 58, 59, 60, 69, 75, 80, 87, 90, 98, 106], "ensur": [0, 31, 35, 40, 47, 60, 65, 68, 83, 86], "i": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 34, 35, 36, 37, 38, 39, 40, 41, 43, 44, 46, 48, 49, 51, 52, 53, 55, 56, 58, 59, 60, 61, 63, 65, 66, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 80, 81, 83, 84, 86, 87, 89, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110], "close": [0, 49, 68], "possibl": [0, 23, 31, 40, 49], "origin": [0, 4, 6, 8, 20, 25, 27, 28, 38, 39, 45, 48, 49, 51, 55, 72, 75, 77, 80, 81, 99], "default": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 25, 27, 28, 30, 31, 34, 35, 40, 41, 43, 44, 46, 48, 49, 51, 53, 55, 60, 61, 65, 66, 69, 72, 73, 74, 75, 77, 80, 83, 84, 89, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105], "return": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 32, 34, 35, 36, 38, 39, 40, 41, 43, 44, 45, 46, 47, 48, 49, 51, 52, 53, 55, 58, 59, 60, 61, 63, 65, 66, 68, 69, 70, 72, 73, 74, 75, 76, 77, 79, 80, 81, 82, 83, 84, 86, 87, 89, 90, 91, 92, 93, 94, 95, 96, 99, 100, 101, 102, 103, 104, 105, 106], "represent": [0, 22, 40, 58, 59, 68], "type": [0, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 24, 29, 30, 31, 32, 34, 35, 36, 38, 40, 41, 43, 46, 48, 49, 51, 52, 53, 55, 58, 59, 60, 61, 63, 65, 66, 68, 69, 70, 73, 74, 77, 79, 81, 82, 83, 84, 86, 87, 91, 94, 95, 96, 99, 100, 101, 102, 103, 104], "exampl": [0, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 30, 35, 39, 40, 41, 43, 44, 45, 46, 47, 48, 49, 51, 52, 58, 59, 60, 61, 63, 68, 72, 73, 74, 75, 76, 77, 80, 81, 82, 83, 84, 86, 87, 89, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105, 106], "here": [0, 12, 20, 26, 40, 44, 45, 68, 73, 75, 76, 80, 83, 84, 91, 93, 106, 108, 109], "an": [0, 4, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 36, 38, 39, 40, 41, 43, 44, 46, 47, 48, 49, 51, 52, 53, 55, 58, 60, 63, 65, 66, 68, 70, 71, 72, 74, 75, 76, 78, 81, 83, 84, 87, 89, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 106], "jerri": 0, "from": [0, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 27, 28, 29, 30, 34, 35, 36, 38, 39, 40, 41, 43, 44, 45, 46, 47, 48, 49, 51, 52, 53, 58, 59, 60, 61, 63, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 80, 81, 82, 83, 84, 86, 87, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 106, 108, 109, 110], "import": [0, 6, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 21, 24, 35, 38, 39, 40, 41, 43, 44, 45, 46, 47, 48, 49, 51, 52, 58, 59, 60, 61, 63, 68, 72, 73, 74, 75, 76, 77, 80, 81, 82, 83, 84, 86, 87, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105, 106, 108, 109, 110], "print": [0, 5, 12, 17, 18, 21, 22, 35, 68, 69, 83, 108, 109, 110], "png": [0, 5, 8, 10, 13, 24, 36, 38, 43, 48, 49, 51, 63, 68, 70, 72, 83, 84, 93, 106], "draw": [1, 24, 26, 27, 55, 99, 107], "ascii_draw": 1, "meta": [2, 107, 110], "__title__": [2, 110], "__version__": [2, 110], "__description__": [2, 110], "__author__": [2, 110], "__author_email__": 2, "overview": [3, 4, 6, 7, 9, 10, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 26, 27, 28, 32, 33, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 51, 52, 54, 60, 61, 62, 63, 64, 65, 66, 67, 68, 71, 72, 73, 74, 75, 76, 77, 78, 80, 83, 84, 85, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106], "inform": [3, 29, 31, 34, 35, 36, 37, 38, 55, 68, 70, 82], "packag": 3, "titl": [3, 70], "project": [3, 20, 75, 83, 106], "version": [3, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 35, 39, 48, 65, 66, 68, 69, 86, 92, 107, 110], "short": [3, 76, 80, 83], "descript": [3, 20, 30, 34, 70], "includ": [3, 5, 8, 11, 12, 13, 20, 21, 22, 24, 29, 30, 31, 32, 34, 35, 36, 37, 52, 53, 59, 60, 67, 68, 69, 70, 76, 83, 87, 91, 99], "setup": 3, "py": [3, 72], "author": [3, 69], "email": 3, "step": [4, 49, 60, 68], "forecolor": [4, 25, 27, 28], "lightgrei": 4, "backcolor": [4, 25, 27, 28], "white": [4, 8, 25, 27, 28, 31, 60, 68, 72], "creat": [4, 29, 30, 31, 34, 35, 36, 48, 58, 59, 60, 68, 70, 74, 90], "black": [4, 48, 68], "squar": [4, 60], "can": [4, 5, 8, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 24, 26, 31, 34, 36, 38, 40, 44, 48, 52, 53, 58, 60, 68, 69, 70, 76, 81, 83, 89, 91, 97, 98, 107, 110], "complement": 4, "transpar": [4, 8, 10, 25, 27, 28, 49, 51, 72, 84], "area": [4, 10, 12, 22, 23, 48, 49], "grid": 4, "pixel": [4, 24, 38, 48, 49, 51, 60, 63, 68, 72, 98], "mean": [4, 20, 22, 23, 25, 27, 28, 30, 40, 43, 44, 49, 53, 58, 59, 60, 89, 92, 110], "function": [4, 7, 8, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 31, 34, 35, 36, 37, 38, 40, 43, 46, 48, 49, 51, 52, 55, 58, 59, 60, 63, 65, 67, 68, 69, 70, 82, 83, 84, 86, 87, 91, 95, 99, 101, 106], "suitabl": [4, 58, 60, 75, 99], "color": [4, 8, 10, 25, 27, 28, 48, 63, 68, 72, 97, 98, 107], "fore": [4, 25, 27, 28], "back": [4, 83], "A": [4, 5, 8, 13, 14, 15, 16, 17, 18, 20, 21, 25, 27, 28, 29, 30, 35, 38, 39, 40, 41, 46, 47, 48, 49, 51, 58, 60, 61, 68, 69, 70, 74, 77, 82, 86, 89, 90, 91, 92, 94, 95, 96, 98, 100, 101, 102, 103, 104, 105, 110], "rgba": [4, 8, 32, 38, 65, 66, 72, 84], "contain": [4, 5, 10, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 30, 31, 34, 35, 40, 41, 53, 55, 60, 65, 68, 69, 70, 76, 80, 83, 92, 95, 101, 103, 105], "add": [4, 36, 69, 70, 77], "rgb": [4, 6, 7, 8, 31, 32, 48, 60, 61, 68, 72, 84], "In": [4, 27, 40, 91, 92], "document": [4, 108, 109, 110], "accur": [4, 13, 21, 95, 101], "present": [4, 36, 70, 75], "state": [4, 34], "shown": [4, 71], "follow": [4, 30, 40, 53, 59, 60, 64, 69, 70, 76, 83, 90, 91, 92, 94, 95, 96, 98, 100, 101, 102, 104, 105, 110], "figur": 4, "modul": [5, 8, 11, 12, 17, 18, 20, 21, 22, 23, 24, 29, 30, 31, 34, 35, 36, 37, 38, 58, 59, 67, 69, 70, 71, 83, 86, 87, 95, 101, 107], "provid": [5, 8, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 31, 32, 34, 35, 36, 37, 38, 40, 48, 51, 53, 55, 58, 59, 60, 67, 68, 69, 70, 80, 81, 83, 86, 87, 89, 95, 101], "util": [5, 8, 11, 20, 21, 30, 33, 35, 44, 47, 51, 54, 58, 59, 64, 67, 69, 75, 76, 80, 83, 107], "handl": [5, 8, 11, 29, 30, 31, 34, 35, 37, 38, 56, 59, 60, 67, 70], "url": [5, 9, 13, 16, 18, 31, 38, 68, 107], "convers": [5, 8, 35, 59, 60], "between": [5, 14, 15, 21, 22, 30, 31, 34, 40, 44, 45, 49, 59, 65, 66, 74, 80, 84, 87], "valid": [5, 11, 48, 49, 53, 60, 107], "format": [5, 8, 10, 25, 27, 28, 29, 30, 31, 34, 35, 36, 37, 38, 41, 48, 51, 52, 54, 58, 60, 68, 69, 70, 76, 78, 83, 99, 107], "support": [5, 6, 8, 11, 14, 15, 16, 18, 21, 30, 34, 35, 36, 49, 55, 58, 59, 60, 65, 66, 68, 69, 70, 83, 84], "convert": [5, 8, 31, 36, 38, 40, 53, 58, 59, 60, 70, 83, 99], "specifi": [5, 8, 22, 23, 24, 29, 30, 31, 34, 35, 40, 48, 49, 51, 60, 68, 69, 70, 74, 76, 81, 83, 86], "load": [5, 8, 13, 14, 17, 18, 29, 30, 31, 34, 35, 36, 38, 68, 83, 89], "variou": [5, 8, 14, 15, 17, 21, 22, 24, 29, 30, 32, 34, 35, 37, 60, 68, 70, 87, 110], "mime": 5, "jpg": [5, 6, 7, 8, 11, 12, 14, 15, 16, 17, 18, 21, 24, 30, 35, 39, 40, 41, 43, 44, 45, 46, 47, 48, 49, 52, 61, 72, 75, 76, 80, 83, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105, 106], "save_kwarg": 5, "string": [5, 13, 15, 16, 20, 38, 53, 68, 69, 77, 89, 106], "pil": [5, 6, 7, 8, 10, 11, 17, 24, 31, 35, 44, 47, 48, 49, 51, 58, 60, 61, 63, 68, 76, 84, 93, 98], "numpi": [5, 6, 10, 24, 31, 34, 38, 40, 51, 53, 83, 87], "arrai": [5, 10, 24, 29, 31, 38, 40, 44, 51, 53, 83, 87], "file": [5, 8, 10, 11, 12, 13, 16, 18, 24, 36, 38, 44, 61, 67, 68, 69, 70, 89, 98, 106, 107], "path": [5, 8, 10, 12, 13, 16, 18, 24, 31, 35, 38, 61, 68, 69, 70, 76, 93, 98, 106], "desir": [5, 61], "addit": [5, 11, 29, 30, 31, 34, 35, 36, 48, 49, 59, 68, 70, 83], "keyword": [5, 11, 30, 31, 34, 35, 36, 48, 49, 68, 70, 86], "argument": [5, 11, 29, 30, 31, 34, 35, 36, 48, 49, 52, 53, 68, 70, 74, 76, 83, 86], "pass": [5, 11, 27, 28, 29, 30, 31, 34, 35, 36, 48, 49, 68, 72, 80, 84, 86], "save": [5, 10, 24, 36, 63, 68, 69, 70, 72], "encod": [5, 6, 9, 29, 30, 31, 34, 38, 70, 107], "open": [5, 6, 7, 8, 10, 12, 17, 30, 35, 47, 48, 49, 51, 63, 68, 69, 84, 89], "test": [5, 44, 84, 90, 91, 92, 94, 95, 96, 98, 100, 101, 102, 104, 105], "blob_url": 5, "qualiti": [5, 23, 41, 62, 68, 83, 84], "95": [5, 35, 60, 73, 74, 81], "base64": 5, "pre": [5, 13, 15, 18, 31, 34, 41], "object": [5, 6, 8, 10, 11, 12, 18, 22, 24, 35, 36, 38, 44, 48, 52, 55, 56, 59, 60, 61, 68, 70, 75, 76, 89, 92, 93, 95, 98, 101, 105], "rais": [5, 8, 11, 13, 14, 16, 17, 18, 21, 22, 29, 30, 34, 35, 38, 48, 51, 53, 56, 58, 59, 60, 63, 68, 69, 70, 73, 74, 81, 83], "valueerror": [5, 11, 13, 16, 18, 21, 22, 29, 30, 34, 38, 51, 60, 70, 81, 83], "unsupport": [5, 46, 59, 60, 81], "method": [5, 11, 29, 30, 31, 32, 34, 35, 37, 38, 40, 48, 60, 95, 101], "warn": 5, "userwarn": 5, "doesn": [5, 38, 74], "t": [5, 38, 74], "match": [5, 22, 34, 38, 51, 60, 74, 78, 107], "actual": [5, 18, 21, 46], "invalid": [5, 13, 16, 18, 21, 29, 30, 34, 36, 60, 83], "show": [5, 11, 13, 14, 15, 16, 52], "bool": [5, 7, 8, 11, 24, 27, 35, 40, 46, 48, 51, 52, 55, 60, 65, 66, 69, 70, 73, 74, 75, 76, 77, 79, 80, 83, 84, 90, 98, 106], "effici": [5, 20, 23, 31, 69, 87], "without": [5, 35, 63, 68, 73, 74, 82], "content": [5, 11, 12, 27, 46, 71], "true": [5, 7, 8, 11, 24, 35, 40, 48, 49, 52, 55, 58, 59, 60, 65, 66, 69, 70, 73, 74, 77, 79, 83, 90, 93, 98, 106], "fals": [5, 6, 7, 8, 11, 24, 27, 35, 40, 46, 48, 60, 65, 66, 68, 69, 70, 73, 74, 75, 76, 77, 79, 80, 83, 84, 90, 93, 98, 106], "otherwis": [5, 8, 11, 36, 40, 60, 65, 66, 70, 73, 74, 79, 84, 89], "abc": 5, "svg": 5, "xml": 5, "jpeg": [5, 64, 68, 93, 106], "text": [5, 19, 24, 31, 34, 46, 68, 77, 79, 107], "plain": 5, "hello": 5, "order_": [6, 7], "chw": [6, 7], "both": [6, 13, 22, 31, 34, 46, 58, 69, 83], "np": [6, 7, 10, 29, 30, 31, 34, 38, 40, 49, 51, 53, 83, 87], "uint8": [6, 7], "float32": [6, 7, 10, 25, 27, 28, 40], "ar": [6, 10, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 30, 31, 34, 35, 36, 40, 43, 44, 45, 46, 48, 53, 56, 59, 60, 61, 64, 68, 69, 70, 73, 74, 75, 76, 80, 81, 83, 84, 90, 91, 92, 93, 94, 95, 96, 98, 100, 101, 102, 103, 104, 105, 106], "order": [6, 7, 60, 77, 78, 107], "rgb_encod": [6, 9], "custom_imag": [6, 7], "data_cwh": 6, "cwh": 6, "data_int": 6, "use_float": [6, 7], "mode": [6, 7, 8, 22, 35, 38, 59, 61, 68, 81, 84, 89], "1606x1870": [6, 7], "0x7fb9b89bbdc0": 6, "0x7fb9b89bbe50": 6, "0x7fb9b89bbdf0": 6, "invers": 6, "oper": [6, 29, 31, 34, 39, 40, 41, 43, 44, 60, 69, 107], "ndarrai": [7, 10, 29, 30, 31, 34, 38, 40, 44, 49, 51, 53, 83, 87], "channel": [7, 8, 32, 60, 65, 66, 84], "jpegimageplugin": [7, 61], "jpegimagefil": [7, 61], "0x7f9ec37389d0": 7, "shape": [7, 29, 40, 44, 51, 72, 83], "dtype": [7, 40], "3": [7, 10, 12, 13, 14, 15, 21, 22, 40, 41, 44, 46, 48, 53, 55, 60, 63, 68, 76, 83, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105, 108, 109, 110], "1870": 7, "1606": 7, "whc": 7, "": [7, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 29, 30, 35, 36, 38, 46, 48, 58, 60, 68, 83, 86, 94], "result": [7, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 31, 34, 35, 38, 41, 44, 46, 48, 49, 51, 52, 72, 75, 76, 83, 87, 94, 95, 101], "same": [7, 8, 29, 40, 45, 83, 86], "torchvis": [7, 57, 107], "transform": [7, 8, 56, 57, 58, 59, 77, 107], "to_tensor": [7, 58, 59], "process": [8, 9, 11, 13, 14, 16, 17, 22, 32, 35, 37, 38, 40, 58, 60, 63, 65, 66, 67, 74, 83, 110], "manipul": [8, 67], "python": [8, 38, 63, 86, 108, 109, 110], "librari": [8, 35, 58, 60, 63, 110], "It": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 31, 34, 35, 36, 37, 48, 49, 51, 55, 58, 59, 67, 69, 70, 83, 86, 87, 99, 110], "multipl": [8, 10, 16, 31, 34, 38, 40, 44, 68, 83], "ad": [8, 12, 60, 69, 70, 77], "background": [8, 9, 25, 27, 28, 31, 62, 68, 72, 107], "check": [8, 11, 38, 43, 69, 73, 74, 79, 90, 93, 103, 106, 110], "alpha": [8, 32, 65, 66], "design": [8, 22, 30, 34, 36, 37], "simplifi": [8, 91], "common": [8, 59], "relat": [8, 12, 14, 17, 67, 74, 87], "task": [8, 21, 22, 29, 34, 37, 48, 58], "applic": [8, 58, 75, 80, 99], "kei": [8, 18, 22, 31, 60, 69, 76, 83], "featur": [8, 13, 18, 31, 33, 34, 40, 44, 70, 72, 75, 76, 77, 83, 91], "binari": [8, 87], "like": [8, 12, 19, 24, 59, 60, 80, 86, 110], "onc": 8, "particularli": [8, 22, 29, 30, 36, 37, 70, 86], "requir": [8, 10, 20, 21, 40, 49, 69, 70, 95, 101, 110], "preprocess": [8, 20, 30, 31, 35, 40, 65, 107], "befor": [8, 38, 40, 69, 83], "further": 8, "analysi": [8, 41], "force_background": [8, 60], "appli": [8, 15, 18, 20, 32, 40, 48, 49, 51, 58, 60, 63, 83, 87], "necessari": [8, 40, 75, 80], "ha": [8, 23, 46, 59, 84, 99, 108, 109], "4": [8, 12, 15, 17, 18, 22, 38, 39, 40, 41, 44, 48, 53, 63, 65, 66, 68, 76, 83, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105, 108, 109], "avoid": [8, 75], "anomali": 8, "dure": [8, 30, 38, 77, 98, 106], "subsequ": [8, 31, 48], "union": [8, 13, 14, 15, 16, 17, 18, 21, 22, 31, 34, 38, 40, 48, 53, 58, 60, 68, 70, 73, 74, 81, 83], "retain": 8, "typeerror": [8, 53, 58, 59, 60, 73, 74, 81], "isinst": 8, "list": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 30, 31, 34, 35, 40, 44, 46, 48, 49, 52, 55, 58, 59, 60, 61, 73, 74, 81, 82, 83, 90, 92, 95, 101, 105], "tupl": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 30, 31, 34, 35, 40, 41, 44, 46, 48, 49, 52, 60, 83, 91, 92, 94, 95, 96, 99, 100, 101, 102, 103, 104, 105], "take": [8, 29, 55, 60], "singl": [8, 16, 34, 38, 40, 59, 60, 77, 83, 87], "call": [8, 26, 68], "each": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 30, 35, 40, 44, 51, 58, 67, 77, 79, 83, 84, 99], "item": [8, 10, 18], "batch": [8, 65, 66, 83, 84, 103], "multiimagestyp": [8, 31, 34, 40, 49], "iter": [8, 60, 63, 74], "img_path": 8, "image1": 8, "image2": 8, "loaded_imag": 8, "len": [8, 61], "all": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 26, 30, 31, 34, 35, 39, 40, 41, 43, 44, 46, 52, 53, 63, 65, 66, 69, 71, 72, 76, 78, 83, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105], "pillow": [8, 57, 107], "boolean": [8, 40], "tool": [9, 16, 24, 29, 30, 32, 39, 40, 41, 42, 48, 63, 71, 77, 97, 99], "basic": [9, 58, 62, 74, 83], "grid_background": 9, "grid_transpar": 9, "blob": [9, 72, 107], "to_blob_url": 9, "load_image_from_blob_url": 9, "is_valid_image_blob_url": 9, "decod": [9, 38, 107], "rgb_decod": 9, "load_imag": [9, 24, 52, 68], "has_alpha_channel": 9, "layer": [9, 87, 107], "istack": 9, "download_image_from_url": 9, "is_http_url": 9, "mai": [10, 14, 17, 40, 64, 68, 75, 80, 86, 106, 108, 109], "block": [10, 30, 34, 35], "togeth": 10, "new": [10, 23, 29, 30, 53, 65, 66, 68, 69, 74], "similar": [10, 12, 19, 31, 34, 40, 44, 60, 80, 83, 107], "techniqu": [10, 32, 38], "p": [10, 75, 76, 80, 83], "need": [10, 16, 35, 46, 49, 86, 90, 92, 95, 98, 101, 105], "stack": [10, 83], "addition": 10, "second": [10, 22, 40, 45, 79], "element": [10, 83], "rang": [10, 40, 44, 49], "left": [10, 48, 49, 53, 87], "0": [10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 30, 31, 35, 39, 40, 41, 44, 46, 48, 49, 51, 53, 55, 58, 59, 60, 63, 68, 69, 73, 74, 75, 76, 77, 80, 81, 82, 83, 87, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105, 108, 109, 110], "right": [10, 48, 53, 87], "two": [10, 22, 40, 45, 63, 79, 98], "dimension": [10, 83], "h": [10, 25, 27, 28, 51, 72], "w": [10, 25, 27, 28, 51, 72, 83], "posit": [10, 40, 48, 49, 91], "target": [10, 19, 25, 27, 28, 31, 49, 60], "By": [10, 46], "first": [10, 12, 16, 22, 35, 40, 45, 79], "howev": [10, 40], "solid": [10, 48], "pure": [10, 72], "lime": [10, 72], "nian": 10, "nian_lim": 10, "yellow": [10, 68], "5": [10, 12, 16, 21, 22, 40, 41, 44, 46, 49, 51, 53, 58, 59, 60, 61, 68, 75, 87, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105], "9": [10, 12, 22, 40, 44, 53, 60, 68, 81, 90, 91, 92, 94, 95, 98, 99, 100, 101, 102, 104, 105], "nian_tran": 10, "custom": [10, 13, 14, 15, 16, 17, 18, 21, 29, 30, 34, 35, 38, 41, 48, 49, 51, 59, 60, 68, 69, 73], "mask": [10, 25, 27, 28, 49, 51, 72], "hs1": 10, "ab": 10, "linspac": 10, "ws1": 10, "nian_mask": 10, "hxw": [10, 25, 27, 28, 51], "download": 11, "special": [11, 12], "github": [11, 52, 108, 109, 110], "hug": [11, 18, 29, 30, 31, 34, 35, 40, 60, 83], "face": [11, 18, 19, 20, 29, 30, 31, 34, 35, 40, 53, 55, 60, 68, 74, 83, 91, 107], "progress": [11, 65, 66, 84], "track": 11, "host": [11, 12, 15, 20, 23, 29, 31, 40, 46, 61, 76, 84, 90, 91, 92, 94, 95, 96, 98, 100, 101, 102, 104, 105, 110], "main": [11, 17, 20, 21, 24, 30, 31, 34, 35, 40, 60, 68, 70, 72, 75, 86, 110], "compon": [11, 12, 22, 30, 31, 34, 35, 86], "http": [11, 52, 72, 110], "intern": [11, 34, 56, 69], "silent": [11, 65, 66, 84], "expected_s": 11, "kwarg": [11, 12, 13, 14, 15, 16, 17, 18, 21, 29, 30, 31, 34, 35, 36, 48, 49, 68, 70], "suppress": [11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 24, 35, 48, 84], "bar": 11, "displai": [11, 31, 34, 65, 66], "expect": [11, 38, 60], "session": 11, "get": [11, 25, 27, 28, 29, 31, 39, 41, 61, 62, 68, 72, 75, 78, 83, 89, 91, 96, 98, 100, 102, 104], "especi": 11, "hf": 11, "request": [11, 83], "requestexcept": 11, "fail": [11, 13], "unidentifiedimageerror": 11, "com": [11, 52, 110], "ftp": 11, "booru": 12, "yolo": [12, 18, 20, 33, 107], "aperveyev": 12, "deepgh": [12, 13, 14, 15, 16, 17, 18, 20, 23, 29, 40, 44, 46, 61, 76, 80, 83, 84, 90, 91, 92, 94, 95, 96, 98, 100, 101, 102, 104, 105, 110], "overal": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 26, 39, 40, 41, 43, 44, 46, 52, 63, 65, 66, 71, 78, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105], "benchmark": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 26, 39, 40, 41, 43, 44, 46, 52, 63, 65, 66, 71, 78, 84, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105], "explan": 12, "No": [12, 68, 108, 109], "head": [12, 19, 24, 52, 74, 91, 100, 107], "anim": [12, 13, 14, 15, 16, 17, 18, 19, 21, 26, 28, 39, 40, 41, 43, 52, 54, 55, 61, 68, 71, 72, 74, 75, 78, 84, 91, 92, 95, 96, 100, 101, 102, 104, 105, 110], "pretti": 12, "girl": [12, 46, 74], "onli": [12, 13, 14, 15, 16, 17, 18, 21, 24, 40, 69, 74, 75, 80, 83, 98], "bust": 12, "torso": 12, "part": [12, 51, 52, 53], "collarbon": 12, "center": [12, 49, 59, 60], "pair": [12, 22, 34], "cover": [12, 20, 49, 68, 74], "breast": [12, 20, 74, 75, 76, 80, 82, 83], "boob": 12, "bra": 12, "nippl": [12, 13, 48, 68], "mostli": [12, 16], "visibl": [12, 24], "nsfw": [12, 48, 97, 107], "shld": 12, "shoulder": [12, 53], "mayb": 12, "one": [12, 29, 34, 38, 44, 46, 60, 74, 83], "view": [12, 46], "profil": 12, "exactli": 12, "rear": 12, "exclud": 12, "sideb": 12, "uncov": 12, "other": [12, 40, 46, 60, 79, 82, 91], "visual": [12, 13, 14, 15, 16, 18, 19, 21, 40, 42, 52, 54, 83, 107], "mark": 12, "belli": [12, 20], "button": [12, 30, 76], "hip": [12, 53], "half": [12, 16, 74], "stock": 12, "line": [12, 26, 27, 55], "knee": [12, 53], "below": [12, 55, 71, 110], "6": [12, 22, 24, 40, 44, 53, 60, 63, 73, 74, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105, 108, 109], "nopan": 12, "panti": [12, 77], "cloth": 12, "bikini": 12, "regardless": 12, "censor": [12, 19, 48, 49, 95, 101, 107], "evid": 12, "7": [12, 13, 15, 16, 17, 18, 35, 40, 44, 46, 48, 51, 53, 60, 68, 73, 74, 80, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105], "butt": 12, "buttock": [12, 20], "least": [12, 37, 38, 70], "partial": 12, "behind": 12, "more": [12, 13, 33, 34, 46, 53, 58, 68, 86, 89], "less": [12, 13, 15, 21, 90], "stand": [12, 68, 75, 76, 80, 83], "sit": [12, 74], "ass": 12, "split": [12, 80], "leg": [12, 68], "wide": [12, 68], "90": 12, "degre": [12, 49], "typic": [12, 13, 31, 60], "abov": [12, 13, 14, 15, 16, 17, 18, 21, 51, 92, 95, 101, 105], "10": [12, 23, 30, 40, 44, 49, 53, 60, 63, 90, 91, 92, 95, 98, 99, 101, 102], "sprd": 12, "strongli": [12, 84], "11": [12, 40, 53, 90, 91, 92, 95, 98, 99, 101, 102], "vsplt": 12, "pose": [12, 40, 107], "12": [12, 24, 40, 48, 53, 60, 90, 91, 92, 95, 98, 99, 101, 102], "vsprd": 12, "vsplit": 12, "13": [12, 40, 53, 91, 92, 95, 99, 102, 104], "full": [12, 68], "almost": 12, "side": [12, 47, 74, 106], "usual": [12, 44], "ly": 12, "14": [12, 53, 60, 91, 92, 95, 99, 102, 110], "wing": [12, 74], "dragon": 12, "poni": 12, "15": [12, 43, 45, 53, 60, 91, 92, 95, 99, 102, 108, 109], "feral": 12, "four": [12, 13, 91], "non": [12, 13, 14, 15, 16, 17, 18, 20, 21, 35, 48, 96], "human": [12, 13, 14, 15, 16, 17, 18, 21, 52, 54, 90], "16": [12, 53, 60, 63, 65, 66, 91, 95, 99, 102], "hdrago": 12, "style": [12, 16, 21, 49, 83, 104, 110], "17": [12, 53, 60, 99, 104], "hponi": 12, "18": [12, 20, 53, 60, 95, 99, 101, 108, 109], "hfox": 12, "cartoon": 12, "fox": 12, "dog": 12, "zootopia": 12, "nick": 12, "wild": 12, "19": [12, 53, 99], "hrabb": 12, "rabbit": 12, "judi": 12, "hopp": 12, "bunnygirl": 12, "20": [12, 30, 53, 60, 68, 99], "hcat": 12, "cat": [12, 74, 81], "catgirl": 12, "sharp": 12, "muzzl": 12, "compar": [12, 22, 34], "21": [12, 16, 53, 60, 104], "hbear": 12, "bear": 12, "22": [12, 53, 60], "jacko": 12, "memet": 12, "jack": 12, "o": [12, 68, 70, 80, 83, 95, 98, 108, 109], "contest": 12, "toward": [12, 53], "viewer": [12, 68], "23": [12, 53, 60], "jackx": 12, "sometim": 12, "24": [12, 40, 44, 53, 60, 63], "hhors": 12, "hors": 12, "implement": [12, 31, 34, 45, 86], "aa09": 12, "25": [12, 15, 20, 35, 45, 60, 104], "hbird": 12, "bird": 12, "name": [12, 13, 14, 15, 16, 17, 18, 21, 23, 29, 30, 31, 34, 35, 40, 41, 46, 48, 53, 58, 59, 60, 75, 80, 83, 84, 90, 91, 94, 96, 99, 100, 102, 103, 104], "releas": 12, "time": [12, 70, 84], "yolov8s_pp09": 12, "2023": 12, "focus": 12, "class": [12, 14, 17, 18, 29, 30, 31, 32, 34, 35, 38, 48, 49, 53, 56, 58, 60, 61, 67, 68, 70, 74, 91, 92, 95, 96, 100, 101, 102, 104, 105], "advanc": [12, 110], "capabl": [12, 31, 38, 46, 83], "specif": [12, 13, 18, 29, 30, 31, 34, 36, 38, 48, 53, 56, 58, 60, 70, 71, 83, 91, 95, 101], "scenario": [12, 75, 80, 86], "yolov8s_pp12": 12, "2024": 12, "final": 12, "patch": 12, "continu": 12, "focu": [12, 68], "enhanc": [12, 33, 107], "improv": [12, 23, 83], "previou": 12, "yolov8m_pp13": 12, "offer": [12, 15, 16, 17, 22, 58, 70, 98], "yolov8n_as01": 12, "spinoff": 12, "26": [12, 60], "train": [12, 13, 14, 15, 16, 17, 18, 21, 29, 40, 41, 75, 76, 77, 80, 84, 95, 101], "80": 12, "epoch": 12, "sfw": 12, "subset": 12, "wa": [12, 29], "eventu": 12, "abandon": 12, "due": [12, 39, 40, 75, 80, 86, 91, 106], "ineffect": 12, "yolov8m_as02": 12, "start": [12, 38, 49, 68, 107], "30": [12, 21, 49], "public": [12, 31], "friendli": [12, 110], "reduc": [12, 40, 51, 83], "yolov8m_as03": 12, "as02": 12, "60": 12, "aim": 12, "bottleneck": 12, "reproduc": 12, "yolov8s_aa06": 12, "initi": [12, 29, 30, 31, 35, 38, 48, 61, 74], "current": [12, 59, 65, 68, 95, 101, 108, 109, 110], "reincarn": 12, "some": [12, 30, 33, 40, 44, 45, 49, 62, 73, 75, 76, 80, 83, 84, 86, 93, 106, 108, 109], "yolov8s_aa09": 12, "updat": [12, 30, 31, 34, 35, 69], "dataset": [12, 13, 14, 15, 16, 17, 18, 21, 41, 44, 83, 97], "closeup": 12, "adjust": [12, 35, 44, 74], "larg": [12, 27, 31, 40, 83], "hat": [12, 74], "aa06": 12, "yolov8s_aa10": 12, "major": 12, "fix": 12, "issu": [12, 18, 65], "wear": 12, "yolov8s_aa11": 12, "latest": [12, 35, 75, 80], "mainstream": 12, "aa10": 12, "outstand": 12, "map": [12, 30, 46, 52, 73, 74, 77, 81, 82, 83, 87, 99, 103], "score": [12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 30, 31, 34, 39, 41, 43, 44, 46, 52, 53, 55, 77, 81, 83, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105], "though": 12, "note": [12, 16, 40, 49, 68, 91, 95, 98, 101, 108, 109], "complet": [12, 35, 49, 91, 97, 107], "fair": 12, "bias": 12, "model_nam": [12, 13, 14, 15, 16, 17, 18, 21, 29, 30, 31, 34, 35, 41, 48, 83, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105], "conf_threshold": [12, 13, 14, 15, 16, 17, 18, 21, 35, 48], "iou_threshold": [12, 13, 14, 15, 16, 17, 18, 20, 21, 35, 48], "perform": [12, 16, 20, 21, 23, 31, 34, 35, 40, 46, 48, 49, 52, 60, 75, 86, 98, 99, 108, 109], "confid": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 35, 41, 46, 48, 53, 55, 76, 83], "threshold": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 25, 35, 40, 43, 44, 46, 48, 51, 55, 75, 76, 80, 83, 90, 98], "iou": [12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 35, 48], "bounding_box": 12, "x1": [12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 35, 48, 49], "y1": [12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 35, 48, 49], "x2": [12, 20, 22], "y2": [12, 20, 22], "box": [12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 46, 52], "f": [12, 17, 22, 40, 44, 68, 87], "2f": 12, "point": [13, 17, 40, 53, 60], "femal": [13, 20, 48, 74], "genit": 13, "male": [13, 20, 74], "anime_censor_detect": 13, "yolov8": [13, 14, 15, 16, 17, 18, 21], "model": [13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 26, 27, 28, 29, 30, 31, 32, 34, 35, 39, 40, 41, 44, 46, 48, 52, 53, 55, 60, 63, 64, 65, 66, 67, 68, 71, 75, 76, 77, 78, 80, 83, 84, 87, 89, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 107, 110], "v1": [13, 14, 15, 16, 17, 21, 48, 68, 83], "identifi": [13, 30, 38, 65], "locat": 13, "anatom": 13, "analyz": [13, 20, 41], "data": [13, 16, 18, 36, 38, 40, 52, 59, 67, 68, 75, 77, 95, 101, 107, 108, 109, 110], "either": [13, 14, 15, 16, 17, 34, 40, 60, 83, 87], "standard": [13, 15, 16, 17, 36, 60, 86], "n": [13, 14, 15, 16, 17, 18, 21, 38, 40, 48, 60, 68], "nano": [13, 15, 16, 17, 48], "faster": [13, 14, 15, 16, 17, 18, 48], "while": [13, 15, 16, 17, 24, 35, 47, 49, 63, 86], "slower": [13, 21], "construct": [13, 14, 16, 17, 48, 83], "intersect": [13, 14, 15, 16, 17, 18, 21, 22, 48], "over": [13, 14, 15, 16, 17, 18, 21, 22, 23, 48, 74], "merg": [13, 14, 15, 16, 17, 40], "integ": [13, 38, 44, 53, 60], "x0": [13, 14, 15, 16, 17, 18, 21, 24, 35, 48, 49], "y0": [13, 14, 15, 16, 17, 18, 21, 24, 35, 48, 49], "bound": [13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 52], "indic": [13, 40, 53, 56, 75, 80, 83], "nipple_f": [13, 48], "peni": [13, 48], "pussi": [13, 48, 68], "runtimeerror": [13, 30, 34], "detection_visu": [13, 14, 15, 16, 18, 19, 21], "nude_girl": [13, 48], "365": 13, "264": 13, "399": 13, "289": [13, 14], "7473511695861816": 13, "224": [13, 58, 59, 60], "260": 13, "252": 13, "285": 13, "6830288171768188": 13, "206": 13, "523": [13, 48, 49], "240": 13, "608": 13, "6799028515815735": 13, "matplotlib": [13, 14, 15, 16, 24, 52], "pyplot": [13, 14, 15, 16, 52], "plt": [13, 14, 15, 16, 52], "imshow": [13, 14, 15, 16, 52], "anime_eye_detect": 14, "allow": [14, 15, 17, 18, 21, 31, 35, 38, 56, 58, 60, 83, 86], "trade": [14, 16], "off": [14, 16], "speed": [14, 15, 16, 17, 18, 21, 25, 84], "accuraci": [14, 15, 16, 17, 18, 21, 46, 90, 92, 95, 98, 101, 105], "higher": [14, 15, 16, 17, 18, 20, 23, 98], "consid": [14, 17, 22, 40, 46, 49, 51, 61, 74, 95, 101], "overlap": [14, 16, 17, 18, 22, 65, 66, 75, 76, 78, 80, 83, 84, 107], "coordin": [14, 15, 16, 17, 18, 24, 35, 49, 53, 63], "alwai": [14, 16, 17, 18, 46], "except": [14, 17, 38, 56, 60, 68], "predict": [14, 18, 21, 29, 30, 31, 34, 35, 76, 83, 90, 92, 94, 95, 98, 99, 101, 103, 105], "yolo_predict": [14, 21, 33], "squat": [14, 16, 52], "297": 14, "239": [14, 46], "341": 14, "271": 14, "7760562896728516": 14, "230": 14, "263": 14, "308": 14, "7682342529296875": 14, "createml": 15, "huggingfac": [15, 17, 40, 46, 60, 63, 72, 90, 91, 92, 94, 95, 96, 98, 100, 101, 102, 104, 105], "anime_face_detect": 15, "user": [15, 21, 30, 31, 34, 35, 38, 61, 70, 110], "balanc": [15, 17, 21, 68], "system": [15, 16, 25, 56, 60, 83, 95, 101], "overhead": [15, 16, 25, 86], "avail": [15, 21, 24, 30, 31, 38, 40, 46, 49, 56, 60, 68, 81, 89, 90, 92, 95, 101, 105], "v0": [15, 21, 65, 66], "overrid": [15, 21], "auto": [15, 21, 52, 70, 89], "mostima_post": [15, 18], "29": [15, 18, 60], "441": [15, 18], "204": [15, 18], "584": [15, 18], "7874319553375244": [15, 18], "346": [15, 18], "59": [15, 18], "529": [15, 18], "275": [15, 18], "7510495185852051": [15, 18], "606": [15, 18], "51": [15, 18, 60], "895": [15, 18], "336": [15, 18], "6986488103866577": [15, 18], "upper": [16, 48], "bodi": [16, 21, 52, 53, 55, 68], "anime_halfbody_detect": 16, "pleas": [16, 23, 39, 40, 46, 65, 67, 69, 84, 91, 95, 98, 101, 108, 109], "primari": [16, 91, 94, 96, 100, 102, 104], "purpos": 16, "crop": [16, 51, 58, 59, 60, 68], "illustr": [16, 68, 92, 94], "therefor": [16, 40, 108, 109], "consist": [16, 40], "person": [16, 19, 22, 24, 35, 52, 100, 107], "peopl": [16, 81], "guarante": [16, 46], "you": [16, 18, 19, 21, 26, 29, 46, 49, 65, 66, 83, 84, 86, 89, 90, 91, 92, 95, 98, 101, 105, 110], "inde": 16, "recommend": [16, 23, 40, 43, 44, 83, 84, 95, 101], "approach": 16, "detect_person": [16, 19, 24, 52], "individu": [16, 22, 38, 58, 67], "obtain": [16, 26, 39, 40], "local": [16, 61, 108, 109], "flexibl": [16, 58, 59], "lower": [16, 43, 44, 46, 48], "127": 16, "629": 16, "637": 16, "9040350914001465": 16, "anime_hand_detect": 17, "choos": [17, 21, 46], "35": [17, 60, 68, 75, 83], "configur": [17, 30, 40, 58, 59, 60, 83, 107], "suit": 17, "case": [17, 23, 40, 43], "defin": [17, 21, 40, 68, 87], "being": 17, "label": [17, 18, 20, 22, 23, 24, 30, 31, 34, 35, 40, 41, 46, 77, 99, 103], "infer": [17, 20, 23, 31, 34, 35, 52, 65, 66, 89, 98], "anime_imag": 17, "bbox": 17, "conf": 17, "customiz": [18, 24], "integr": [18, 31, 75, 83, 110], "repositori": [18, 29, 30, 31, 34, 35, 40], "anime_head_detect": 18, "contribut": 18, "our": [18, 29], "develop": [18, 84, 110], "yolo11": 18, "architectur": 18, "usag": [18, 30, 31, 67, 68, 69, 75, 86, 87, 106], "head_detect_v2": 18, "0_": 18, "equal": [18, 49], "deprec": [18, 23, 39], "remov": [18, 23, 30, 35, 39, 46, 63, 72, 74, 76, 77, 82, 83], "futur": [18, 23], "help": [18, 40, 51, 63], "For": [18, 19, 21, 22, 31, 40, 46, 53, 67, 83, 89], "instead": [18, 23, 77], "detect_head": [19, 24], "booru_yolo": [19, 107], "detect_with_booru_yolo": 19, "detect_censor": [19, 48, 95, 101], "ey": [19, 49, 53, 68, 74, 107], "detect_ey": 19, "detect_fac": 19, "halfbodi": [19, 91, 100, 107], "detect_halfbodi": 19, "hand": [19, 53, 55, 68, 74, 107], "detect_hand": 19, "nudenet": [19, 107], "detect_with_nudenet": 19, "calculate_i": 19, "bboxes_similar": 19, "detection_similar": 19, "detect_text": 19, "nuditi": 20, "run": [20, 25, 30, 31, 35, 84, 89, 106, 107], "nm": 20, "postprocess": 20, "onnx": [20, 29, 30, 31, 34, 35, 76, 89, 99], "nudenet_onnx": 20, "notai": 20, "tech": 20, "detail": [20, 63, 67, 68, 89, 91], "respect": 20, "female_genitalia_cov": 20, "genitalia": 20, "face_femal": 20, "buttocks_expos": 20, "expos": 20, "female_breast_expos": 20, "female_genitalia_expos": 20, "male_breast_expos": 20, "anus_expos": 20, "anu": 20, "feet_expos": 20, "feet": [20, 53, 55], "belly_cov": 20, "feet_cov": 20, "armpits_cov": 20, "armpit": 20, "armpits_expos": 20, "face_mal": 20, "belly_expos": 20, "male_genitalia_expos": 20, "anus_cov": 20, "female_breast_cov": 20, "buttocks_cov": 20, "onnxruntim": [20, 88, 107], "topk": [20, 30], "100": [20, 25, 35, 43, 60, 86], "45": [20, 44, 60], "score_threshold": 20, "number": [20, 30, 31, 34, 38, 40, 46, 53, 61, 63, 87, 90], "keep": [20, 80], "entir": 21, "anidet3": 21, "roboflow": 21, "m": 21, "x": [21, 40, 49, 53, 68, 86, 87, 103], "fastest": [21, 25], "most": [21, 30, 31, 34, 35], "confidence_scor": [21, 24], "genshin_post": [21, 47, 48, 49], "371": 21, "232": 21, "564": 21, "690": 21, "7533698678016663": 21, "135": [21, 53], "451": 21, "716": [21, 46], "6788613796234131": 21, "614": 21, "393": 21, "830": 21, "686": 21, "5612757205963135": 21, "1275": 21, "654": 21, "4047100841999054": 21, "calcul": [22, 31, 40, 43, 44], "comput": [22, 27, 31, 34, 42, 60, 86, 87, 99], "work": [22, 30, 31, 34, 37, 43, 70, 99], "aggreg": 22, "involv": 22, "segment": [22, 61, 107], "evalu": [22, 39], "algorithm": [22, 40, 43], "box1": 22, "box2": 22, "bboxtyp": 22, "measur": [22, 39, 40, 43], "divid": [22, 53], "4f": 22, "1429": 22, "bboxes1": 22, "bboxes2": 22, "liter": [22, 40, 49, 53, 65, 66, 81], "max": [22, 23], "raw": [22, 30, 31, 34, 38], "depend": [22, 68, 69, 106], "unknown": [22, 29, 81], "hungarian": 22, "find": [22, 49], "optim": [22, 31, 40], "assign": [22, 23, 30, 40], "among": [22, 40], "averag": 22, "detect1": 22, "detect2": 22, "bboxwithscoreandlabel": 22, "group": [22, 30, 44, 77], "correspond": [22, 40, 46, 51, 60, 83, 99, 103], "combin": [22, 38, 46], "against": [22, 84], "ground": [22, 95, 101], "truth": [22, 95, 101], "car": 22, "85": [22, 75, 83], "75": 22, "text_detect": 23, "been": [23, 99], "migrat": 23, "ocr": [23, 107], "detect_text_with_ocr": [23, 107], "soon": 23, "paddleocr": [23, 46], "dbnetpp_resnet50_fpnc_1200e_icdar2015": 23, "05": [23, 60, 75, 76, 90, 91, 92, 94, 99, 100, 101, 102, 104, 105], "max_area_s": 23, "640": 23, "region": [23, 48, 51, 95, 101], "dbnet": 23, "do": [23, 51, 92], "640x640": 23, "ani": [23, 31, 34, 38, 40, 48, 58, 60, 63, 68, 73, 83, 87, 89], "sinc": [23, 39], "appear": [24, 27], "font": 24, "pad": [24, 72], "see": [24, 68, 89], "text_pad": 24, "fontsiz": 24, "max_short_edge_s": 24, "fp": 24, "no_label": 24, "normal": [24, 31, 41, 58, 59, 60, 83], "predefin": [24, 74], "extract": [24, 25, 27, 28, 38, 40, 44, 46, 51, 60, 67, 68, 69, 70, 76, 83], "around": [24, 30, 35, 38, 55], "shortest": 24, "edg": [24, 55, 107], "maintain": [24, 35, 47, 53, 86, 110], "font_manag": 24, "fontproperti": 24, "properti": [24, 29, 49, 53, 68, 70], "cv2": 25, "have": [25, 27, 40, 81, 82, 95, 101, 106], "lowest": 25, "resourc": [25, 107], "low_threshold": 25, "high_threshold": 25, "200": [25, 35, 60], "assum": [25, 27, 28, 72], "its": [25, 27, 28, 30, 40, 46, 47, 60, 69, 72, 75, 77, 83, 89, 91, 92, 94, 95, 96, 99, 100, 101, 102, 104, 105], "low": [25, 34, 39, 41, 68, 80, 83, 84], "high": [25, 34, 35, 62, 68, 84, 98, 99], "outlin": 26, "comparison": [26, 75], "canni": [26, 107], "get_edge_by_canni": 26, "edge_image_with_canni": 26, "lineart": [26, 28, 107], "get_edge_by_lineart": 26, "edge_image_with_lineart": 26, "lineart_anim": [26, 107], "get_edge_by_lineart_anim": 26, "edge_image_with_lineart_anim": 26, "best": [27, 41, 49, 68], "effect": [27, 39, 48, 106], "closest": 27, "consum": 27, "amount": 27, "memori": [27, 30, 31, 35, 108, 109], "power": 27, "runtim": [27, 31, 89, 98], "coars": 27, "detect_resolut": [27, 28], "512": [27, 28, 55, 68, 84], "deeper": 27, "richer": 27, "probabl": [27, 31, 99], "extra": [27, 68], "increas": [27, 40], "resolut": [27, 28, 61, 84], "neural": [27, 28, 72, 87], "network": [27, 28, 72, 87], "machin": [29, 58, 87], "learn": [29, 58, 87], "those": [29, 30, 98], "hub": [29, 31], "manag": [29, 30, 31, 34, 35, 89, 107], "make": [29, 53, 58, 77, 87, 95, 99, 101], "classif": [29, 30, 34, 87, 91, 92, 94, 95, 96, 97, 100, 101, 102, 104, 105], "tag": [29, 107], "regress": 29, "cach": [29, 30, 31, 34, 35, 61, 88, 107], "mechan": 29, "thread": [29, 31, 34, 86, 106], "safe": [29, 31, 34, 69, 75, 76, 86, 97, 99, 101, 106, 107], "concurr": 29, "access": [29, 30, 31, 34, 53, 68, 86], "metadata": [29, 35, 41, 67, 69, 70, 107], "eattach_monochrome_experi": [29, 83], "want": 29, "tagger": [29, 83], "look": [29, 36, 46, 68, 91], "framework": [29, 59], "emb_attach": 29, "repo_id": [29, 30, 31, 34, 35, 83], "hf_token": [29, 30, 31, 34, 35], "problem": [29, 87, 95, 101], "id": [29, 30, 31, 34, 35], "authent": [29, 30, 31, 34, 35], "token": [29, 30, 31, 34, 35], "__init__": [29, 30, 31, 32, 34, 35, 38, 49, 53, 61, 70, 74], "instanc": [29, 30, 31, 35, 40, 48, 53, 60, 61, 74], "encoder_model": 29, "embed": [29, 30, 31, 34, 38, 83], "previous": 29, "store": [30, 31, 35, 36, 68, 69], "well": [30, 43], "interact": [30, 31, 34, 35], "also": [30, 58, 83, 110], "privat": [30, 31, 32, 34, 44], "fn_preprocess": 30, "callabl": [30, 60], "comprehens": [30, 31], "imagepreprocessfunc": 30, "variabl": [30, 49, 89], "_model_nam": 30, "_model": 30, "dictionari": [30, 36, 41, 58, 60, 68, 69, 70, 73, 74, 76, 83, 91, 94, 96, 100, 102, 104], "_label": 30, "_hf_token": 30, "org": 30, "repo": [30, 60], "clear": [30, 31, 34, 35, 40, 69, 91, 95, 101], "free": [30, 31, 35], "up": [30, 31, 35, 74], "launch_demo": [30, 31, 34, 35], "default_model_nam": [30, 31, 34, 35], "server_nam": [30, 31, 34, 35], "server_port": [30, 31, 34, 35], "launch": [30, 31, 34, 35], "gradio": [30, 31, 34, 35], "demo": [30, 31, 34, 35, 80], "interfac": [30, 31, 34, 35, 86], "ui": [30, 34, 35], "make_ui": [30, 31, 34, 35], "server": [30, 31, 34, 35], "select": [30, 31, 34, 35, 40, 48, 61], "dropdown": [30, 31], "port": [30, 31, 34, 35], "importerror": [30, 35], "instal": [30, 34, 35, 63, 69, 107], "properli": [30, 34, 68], "usernam": [30, 35], "repo_nam": [30, 35], "model_v1": 30, "7860": [30, 31, 35], "submit": 30, "recent": [30, 31, 34, 35], "label_group": 30, "highest": [30, 99], "through": [30, 31, 60, 83, 110], "error": [30, 38, 60, 83], "predict_fmt": 30, "fmt": [30, 31, 34, 41, 76, 83], "top5": 30, "logit": [30, 31, 34], "dict": [30, 31, 38, 41, 52, 58, 59, 60, 68, 69, 70, 76, 83, 86, 91, 92, 94, 95, 96, 100, 101, 102, 104, 105], "top": [30, 49, 98], "k": 30, "e": [30, 31, 40, 62, 65, 66, 81, 84, 87], "g": [30, 31, 40, 62, 65, 66, 81, 83, 84], "top10": 30, "predict_scor": 30, "ia": 30, "conveni": [30, 53, 68, 110], "wrapper": [30, 35, 38], "multimod": 31, "discoveri": 31, "variant": [31, 34], "pipelin": [31, 58, 60], "pattern": [31, 40, 74], "direct": 31, "api": [31, 34], "control": [31, 68], "via": 31, "web": [31, 34], "deploy": [31, 99], "reus": 31, "lru": 31, "demand": 31, "switch": 31, "image_encod": [31, 34], "upload": [31, 35], "enter": 31, "link": 31, "address": 31, "bind": 31, "organ": 31, "precomput": [31, 82], "cosin": 31, "scale": [31, 34, 48, 49, 53, 68, 72, 83, 108, 109], "complex": 31, "image_embed": 31, "text_embed": 31, "etc": [31, 60], "thei": [31, 40, 56, 60], "l2": [31, 83], "text_encod": [31, 34], "accept": 31, "_process_rgb": 32, "_process_alpha_channel_with_model": 32, "_process_rgba": 32, "attribut": 32, "attach": [33, 83, 107], "open_attach": 33, "classifi": [33, 91, 96, 97, 98, 100, 102, 104, 105, 107], "classifymodel": 33, "classify_predict_scor": 33, "classify_predict": 33, "classify_predict_fmt": 33, "imageenhanc": 33, "clip": [33, 60, 68, 107], "clipmodel": 33, "clip_image_encod": 33, "clip_text_encod": 33, "clip_predict": 33, "siglip": [33, 60, 107], "siglipmodel": 33, "siglip_image_encod": 33, "siglip_text_encod": 33, "siglip_predict": 33, "yolomodel": 33, "sigmoid": [34, 88], "loss": 34, "creation": [34, 58, 59, 70], "preprocessor": [34, 68], "reset": 34, "about": [34, 36], "hostnam": 34, "gr": [34, 35], "One": [34, 44], "detect": [35, 43, 46, 48, 52, 53, 54, 55, 73, 74, 89, 90, 95, 101, 107], "post": [35, 46], "helper": 35, "easi": 35, "cleanup": 35, "associ": [35, 70], "default_conf_threshold": 35, "default_iou_threshold": 35, "environmenterror": [35, 63, 69], "environ": [35, 84, 86, 89, 107], "offlin": 35, "yolov5": 35, "allow_dynam": 35, "dynam": [35, 58], "300": [35, 60], "400": 35, "simpl": 35, "explicitli": 35, "read": [36, 37, 38, 67, 68, 69], "write": [36, 37, 38, 67, 69], "exif": [36, 37, 68], "gif": [36, 37, 68], "comment": 36, "These": [36, 39, 61], "retriev": [36, 40], "context": [36, 37], "ai": [36, 37, 70, 90], "found": [36, 49, 68, 91], "attempt": [36, 49, 60, 68, 70, 89], "commonli": [36, 60, 77, 87], "where": [36, 40, 68, 69, 83, 86], "usercom": 36, "field": [36, 70], "dst_filenam": 36, "destin": [36, 68, 69, 70], "filenam": [36, 61], "pnginfo": [36, 38, 68, 70], "wai": [36, 68, 69], "geninfo": [37, 107], "lsb": [37, 70, 107], "signific": [37, 38, 40, 65, 70], "bit": [37, 38, 60, 70], "read_geninfo_paramet": 37, "read_geninfo_exif": 37, "read_geninfo_gif": 37, "write_geninfo_paramet": 37, "write_geninfo_exif": 37, "write_geninfo_gif": 37, "read_lsb_raw_byt": 37, "read_lsb_metadata": 37, "write_lsb_raw_byt": 37, "write_lsb_metadata": 37, "lsbreaderror": 37, "lsbextractor": 37, "imagelsbdataextractor": 37, "serialize_pnginfo": 37, "serialize_json": 37, "inject_data": 37, "steganographi": 38, "serial": 38, "json": 38, "compat": [38, 77, 83], "inject": 38, "emb": [38, 83], "seamlessli": 38, "hidden": 38, "decompress": 38, "them": [38, 48, 58, 65, 69, 83], "gzip": 38, "written": 38, "appropri": [38, 46, 60, 68], "serializ": [38, 58], "err": 38, "caus": [38, 106], "multi": [38, 86], "get_next_n_byt": 38, "next": [38, 56], "get_one_byt": 38, "form": [38, 77], "read_32bit_integ": 38, "32": [38, 60], "interpret": [38, 53], "big": 38, "endian": 38, "enough": 38, "magic": 38, "stealth_pngcomp": 38, "extract_data": 38, "length": [38, 40, 47], "compress": 38, "along": [38, 40, 72], "robust": [38, 40], "skytnt": [39, 61, 72], "poor": 39, "anime_dbaesthet": [39, 42], "better": [39, 43, 63, 83, 84, 90, 92, 95, 98, 101, 105], "2053756": 39, "09986039996147156": 39, "1663584": 39, "24299287796020508": 39, "4886411": 39, "38091593980789185": 39, "2066024": 39, "5131649971008301": 39, "3670169": 39, "6011670827865601": 39, "5930006": 39, "7067991495132446": 39, "3821265": 39, "8237218260765076": 39, "5512471": 39, "9187621474266052": 39, "limit": [40, 75], "smaller": 40, "7eu7d7": [40, 80, 84, 110], "ccip_onnx": 40, "cluster": [40, 44], "refer": [40, 43, 67, 98], "relev": 40, "aforement": 40, "manual": [40, 49], "384": [40, 44, 58, 59, 60], "caform": 40, "randaug": 40, "prune": 40, "vector": 40, "pruned_fp32": 40, "5_fp32": 40, "feat": 40, "768": [40, 46, 68], "17847511429108218": 40, "1951224011983088": 40, "18397327797685215": 40, "y": [40, 49, 86], "16583099961280823": 40, "42947039008140564": 40, "4037521779537201": 40, "4371533691883087": 40, "40748104453086853": 40, "392294704914093": 40, "whether": [40, 46, 48, 60, 70, 73, 76, 83, 84], "belong": 40, "pairwis": 40, "matrix": 40, "5350548e": 40, "08": [40, 60, 100, 101], "6583106e": 40, "01": 40, "2947042e": 40, "0375218e": 40, "8025822e": 40, "3715334e": 40, "0748104e": 40, "2675274e": 40, "9229470e": 40, "j": 40, "th": 40, "dbscan": 40, "dbscan_2": 40, "dbscan_fre": 40, "optic": [40, 46], "optics_best": 40, "epsilon": 40, "ep": 40, "min_sampl": 40, "ccipclustermethodtyp": 40, "12921094122454668": 40, "1291187648928262": 40, "1836453739562513": 40, "distanc": 40, "_featureorimag": 40, "sampl": [40, 44, 68, 90, 91, 92, 94, 95, 96, 100, 101, 102, 104, 105], "neighborhood": [40, 63], "core": [40, 108, 109], "few": 40, "too": 40, "sensit": [40, 48, 83, 95, 101], "tune": 40, "guidelin": 40, "deal": [40, 67], "solut": [40, 49], "small": [40, 48], "advis": [40, 75], "significantli": 40, "separ": 40, "slightli": 40, "exhibit": 40, "regular": [40, 63], "outfit": 40, "awar": 40, "highli": 40, "so": [40, 43, 80, 84], "care": 40, "diff": 40, "07437477": 40, "0356068": 40, "04396922": 40, "05131693": 40, "assess": 41, "aesthet": [41, 42, 107], "danbooru": [41, 75, 78, 80, 95, 98], "hakubooru": 41, "kohakublueleaf": 41, "swinv2pv3_v0_448_ls0": 41, "2_x": 41, "percentil": 41, "_default_model_nam": 41, "masterpiec": [41, 68], "9831666690063624": 41, "8810615667538594": 41, "great": 41, "8225559148288356": 41, "good": [41, 46], "591020403706702": 41, "2888798940585766": 41, "243279223969715": 41, "worst": [41, 68], "005268185993767627": 41, "275707557797432": 41, "7977807857096195": 41, "56098810210824": 41, "670568235218525": 41, "1677918508648872": 41, "9305131509900093": 41, "6085879728198051": 41, "6834832429885864": 41, "16141420602798462": 41, "05435194447636604": 41, "025083942338824272": 41, "024000568315386772": 41, "027076328173279762": 41, "024589713662862778": 41, "3757021427154541": 41, "3451208472251892": 41, "1511985808610916": 41, "04740551486611366": 41, "02172713913023472": 41, "027498546987771988": 41, "03134724497795105": 41, "39281174540519714": 41, "22457796335220337": 41, "15563568472862244": 41, "10796019434928894": 41, "047730278223752975": 41, "0393439345061779": 41, "031940147280693054": 41, "13832266628742218": 41, "20687267184257507": 41, "2509062886238098": 41, "1644320785999298": 41, "11332042515277863": 41, "08270663768053055": 41, "043439216911792755": 41, "033693961799144745": 41, "03375888615846634": 41, "050045162439346313": 41, "16734018921852112": 41, "4311050772666931": 41, "23242227733135223": 41, "05163438618183136": 41, "012833272106945515": 41, "01619996316730976": 41, "03074900433421135": 41, "1396280825138092": 41, "5038207173347473": 41, "22299200296401978": 41, "07377689331769943": 41, "02854202501475811": 41, "026677291840314865": 41, "02838410809636116": 41, "026617199182510376": 41, "02508518099784851": 41, "06039097160100937": 41, "8043031692504883": 41, "get_aesthetic_scor": 42, "ccip": [42, 107], "ccip_extract_featur": 42, "ccip_batch_extract_featur": 42, "ccip_default_threshold": 42, "ccip_differ": 42, "ccip_sam": 42, "ccip_batch_differ": 42, "ccip_batch_sam": 42, "ccip_default_clustering_param": 42, "ccip_clust": 42, "ccip_merg": 42, "dbaesthet": [42, 107], "laplacian": [42, 107], "laplacian_scor": 42, "lpip": [42, 107], "lpips_extract_featur": 42, "lpips_differ": 42, "lpips_clust": 42, "psnr_": [42, 107], "psnr": [42, 66], "blur": [43, 48], "than": [43, 44, 48, 86, 90, 98], "seem": 43, "just": [43, 63, 92, 95, 98, 101, 105], "we": [43, 65, 84], "explor": 43, "bluri": 43, "hutao": [43, 72, 75, 76, 80, 83], "156": 43, "68285005210006": 43, "text_blur": 43, "2276": 43, "66629157129": 43, "real2": 43, "908745781486806": 43, "mmd": 43, "1072": 43, "8372572065527": 43, "richzhang": 44, "perceptualsimilar": 44, "chafen_arknight": 44, "rand": 44, "reach": 44, "995": 44, "cnn": 44, "f1": 44, "f2": 44, "f3": 44, "f4": 44, "f5": 44, "64": [44, 60, 63, 68, 84, 108, 109], "99": [44, 83], "192": 44, "49": [44, 60], "256": [44, 58, 59, 65, 68], "img1": [44, 45, 83], "img2": [44, 45, 83], "anoth": 44, "16922694444656372": 44, "22250649333000183": 44, "6897575259208679": 44, "10956494510173798": 44, "6823137998580933": 44, "6837796568870544": 44, "nois": [44, 51, 63, 65], "inf": 45, "gaussian_20": 45, "dat": 45, "058228614646987": 45, "gaussian_3": 45, "27": [45, 60], "65611098737784": 45, "lq": 45, "29589659377844": 45, "recogn": [46, 60], "export": [46, 89], "recognit": 46, "ch_pp": 46, "ocrv4_det": 46, "heat_threshold": 46, "box_threshold": 46, "max_candid": 46, "1000": 46, "unclip_ratio": 46, "heat": 46, "candid": 46, "unclip": 46, "comic": [46, 92], "742": 46, "485": [46, 58, 59], "809": 46, "511": 46, "9543377610144915": 46, "682": 46, "98": 46, "734": 46, "124": 46, "9309689495575223": 46, "136": 46, "836": 46, "164": 46, "9042856988923695": 46, "144": 46, "455": 46, "196": 46, "874083638387722": 46, "719": 46, "835": 46, "488": 46, "8628696346175078": 46, "478": 46, "214": 46, "508": 46, "848871771901487": 46, "1030": 46, "557": 46, "1184": 46, "578": 46, "8352495440618789": 46, "427": 46, "129": 46, "553": 46, "154": 46, "8249209443996619": 46, "detect_model": 46, "recognize_model": 46, "ocrv4_rec": 46, "rotation_threshold": 46, "is_remove_dupl": 46, "rotat": [46, 49], "duplic": [46, 68], "mob": 46, "9356705927336156": 46, "shishou": 46, "8933000384412466": 46, "BUT": 46, "8730931912907247": 46, "oh": 46, "8417627579351514": 46, "mirror": 46, "7366019454049503": 46, "el": 46, "gato": 46, "iberico": 46, "7271127306351021": 46, "THAt": 46, "701928390168364": 46, "6965972578194936": 46, "chines": 46, "english": 46, "cannot": [46, 56, 58, 60, 70], "languag": 46, "func": [46, 88, 107], "japanes": [46, 68], "post_text": 46, "319": 46, "847": 46, "561": 46, "899": 46, "kancol": 46, "9130667787597329": 46, "552": 46, "811": 46, "791": 46, "921": 46, "1944": 46, "8566762346615406": 46, "820": 46, "558": 46, "850": 46, "fleet": 46, "collect": [46, 67], "8100635458911772": 46, "235": 46, "904": 46, "855": 46, "1009": 46, "\u6d77": 46, "6716076803280185": 46, "858": 46, "808": 46, "tsu": 46, "ka": 46, "NO": 46, "u": [46, 110], "mi": 46, "de": 46, "654507230718228": 46, "209": 46, "507": 46, "2888084133529467": 46, "japan_pp": 46, "ocrv3_rec": 46, "9230690942939336": 46, "8564870717047623": 46, "\u3044\u3064\u304b\u3042\u306e\u6d77\u3067": 46, "8061289060358996": 46, "8045396777081609": 46, "7311649382696896": 46, "\u8266\u3068\u308c\u308c": 46, "6648729016512889": 46, "ocrv2_det": 46, "ocrv3_det": 46, "ocrv4_server_det": 46, "ch_ppocr_mobile_slim_v2": 46, "0_det": 46, "ch_ppocr_mobile_v2": 46, "ch_ppocr_server_v2": 46, "en_pp": 46, "arabic_pp": 46, "ocrv2_rec": 46, "ocrv4_server_rec": 46, "0_rec": 46, "chinese_cht_pp": 46, "cyrillic_pp": 46, "devanagari_pp": 46, "en_number_mobile_v2": 46, "ka_pp": 46, "korean_pp": 46, "latin_pp": 46, "ta_pp": 46, "te_pp": 46, "dimens": [47, 60], "max_siz": [47, 58, 59, 60], "longer": 47, "after": [47, 60, 75, 80, 83], "1280": 47, "720": 47, "new_img": 47, "600": 47, "337": 47, "obscur": 48, "regist": [48, 49, 58, 59, 60], "rectangular": 48, "967": [48, 49], "143": [48, 49], "1084": [48, 49], "261": [48, 49], "246": [48, 49], "208": [48, 49], "331": [48, 49], "287": [48, 49], "662": [48, 49], "466": [48, 49], "705": [48, 49], "514": [48, 49], "479": [48, 49], "283": [48, 49], "326": [48, 49], "color_black": 48, "radiu": 48, "emoji": [48, 49], "penis": 48, "vagina": 48, "serv": [48, 60, 75], "foundat": 48, "inherit": [48, 60], "within": [48, 68, 75, 83], "fill": 48, "color_default": 48, "green": 48, "color_green": 48, "ffff00": 48, "color_ffff00": 48, "blur_4": 48, "blur_8": 48, "blur_12": 48, "pixelate_4": 48, "pixelate_8": 48, "pixelate_12": 48, "cl": 48, "arg": 48, "subclass": 48, "keyerror": 48, "alreadi": 48, "exist": [48, 69, 89, 92], "angl": 49, "end": [49, 68], "censor_area": [49, 50], "ratio_threshold": 49, "minimum": [49, 55, 61, 63], "total": [49, 108, 109], "star": [49, 80], "register_censor_method": [49, 50], "smiling_face_with_heart": 49, "twitter": 49, "appl": 49, "googl": 49, "microsoft": 49, "samsung": 49, "whatsapp": 49, "facebook": 49, "messeng": 49, "joypixel": 49, "openmoji": 49, "emojidex": 49, "mozilla": 49, "express": 49, "code": [49, 65, 80, 83], "_emojistyletyp": 49, "emoji_default": 49, "cat_fac": 49, "emoji_green": 49, "grinning_face_with_sweat": 49, "emoji_liuhanhuangd": 49, "minim": 49, "abl": [49, 56], "prefix": [49, 74, 79], "sum": 49, "cx": 49, "mass": 49, "occlus": 49, "cy": 49, "find_for_area": 49, "rectangl": 49, "corner": 49, "factor": [49, 60], "align": [50, 107], "align_maxs": 50, "censor_": [50, 107], "censor_nsfw": 50, "basecensor": 50, "colorcensor": 50, "blurcensor": 50, "pixelatecensor": 50, "imgcensor": [50, 107], "imagebasedcensor": 50, "emojibasedcensor": 50, "singleimag": 50, "squeez": [50, 107], "squeeze_with_transpar": 50, "fit": 51, "tightli": 51, "interest": 51, "jerry_with_spac": 51, "median_filt": 51, "median": 51, "kernel": 51, "larger": [51, 55, 85], "disabl": 51, "keypoint": [52, 53, 54, 55], "idea": 52, "research": 52, "auto_detect": 52, "out_bbox": 52, "person_detect_cfg": 52, "op18keypointset": [52, 54, 55], "rtmpose": 52, "config": [52, 59, 107, 110], "foot": [52, 53], "hand1": 52, "hand2": 52, "op18_visu": [52, 54], "0x7f5ca933f3d0": 52, "axesimag": 52, "0x7f5c98069790": 52, "all_": 53, "openpos": [53, 68], "op18": [53, 55], "__mul__": 53, "multipli": 53, "scalar": 53, "__truediv__": 53, "divisor": 53, "left_foot": 53, "left_hand": 53, "right_foot": 53, "right_hand": 53, "enum": 53, "enumer": 53, "symbol": [53, 80, 83], "readabl": [53, 83], "categor": 53, "nose": 53, "neck": 53, "elbow": 53, "wrist": 53, "ankl": 53, "ear": [53, 74, 81], "member": 53, "right_should": 53, "right_elbow": 53, "right_wrist": 53, "left_should": 53, "left_elbow": 53, "left_wrist": 53, "right_hip": 53, "right_kne": 53, "right_ankl": 53, "left_hip": 53, "left_kne": 53, "left_ankl": 53, "right_ey": 53, "left_ey": 53, "right_ear": 53, "left_ear": 53, "left_big_to": 53, "left_small_to": 53, "left_heel": 53, "right_big_to": 53, "right_small_to": 53, "right_heel": 53, "__int__": 53, "truncat": [53, 97, 107], "zero": 53, "must": [53, 74, 106], "preced": 53, "surround": 53, "whitespac": [53, 77], "36": [53, 60], "0b100": 53, "91": [53, 60], "112": 53, "92": [53, 60, 81], "113": [53, 60], "dwpose": [54, 107], "dwpose_estim": 54, "openpose18": 54, "op18_body_max": 54, "op18_body_min": 54, "op18_face_max": 54, "op18_face_min": 54, "op18_left_foot_max": 54, "op18_left_foot_min": 54, "op18_left_hand_max": 54, "op18_left_hand_min": 54, "op18_right_foot_max": 54, "op18_right_foot_min": 54, "op18_right_hand_max": 54, "op18_right_hand_min": 54, "keypoints_list": 55, "min_edge_s": 55, "draw_bodi": 55, "draw_hand": 55, "draw_feet": 55, "draw_fac": 55, "drawn": 55, "shorter": 55, "connect": 55, "ellips": 55, "facial": [55, 74, 91], "pars": [56, 58, 59, 67, 68, 107], "parser": [56, 58, 59, 68], "try": 56, "notparsetarget": 57, "register_pillow_transform": 57, "register_pillow_pars": 57, "create_pillow_transform": 57, "parse_pillow_transform": 57, "register_torchvision_transform": 57, "register_torchvision_pars": 57, "create_torchvision_transform": 57, "parse_torchvision_transform": 57, "register_creators_for_transform": 57, "notprocessortypeerror": 57, "create_transforms_from_transform": 57, "is_valid_size_dict": 57, "convert_to_size_dict": 57, "get_size_dict": 57, "create_clip_transform": 57, "create_transforms_from_clip_processor": 57, "create_convnext_transform": 57, "create_transforms_from_convnext_processor": 57, "create_vit_transform": 57, "create_transforms_from_vit_processor": 57, "create_siglip_transform": 57, "create_transforms_from_siglip_processor": 57, "create_bit_transform": 57, "create_transforms_from_bit_processor": 57, "create_blip_transform": 57, "create_transforms_from_blip_processor": 57, "create_mobilenetv2_transform": 57, "create_transforms_from_mobilenetv2_processor": 57, "tensor": [58, 59, 60, 69], "composit": [58, 60], "compos": [58, 59, 60], "sequenc": [58, 60, 74], "pillowcompos": [58, 60], "sequenti": 58, "decor": [58, 59, 60, 86], "facilit": 58, "creator": [58, 60], "tvalu": [58, 59], "describ": 58, "interpol": [58, 59, 60], "bicub": [58, 59, 60], "pillowres": [58, 60], "antialia": [58, 59, 60], "bilinear": [58, 59], "center_crop": [58, 59], "pillowcentercrop": [58, 60], "pillowtotensor": [58, 60], "maybe_to_tensor": [58, 59], "pillowmaybetotensor": 58, "std": [58, 59, 60], "pillownorm": [58, 60], "456": [58, 59], "406": [58, 59], "229": [58, 59], "225": [58, 59], "48500001430511475": 58, "4560000002384186": 58, "4059999883174896": 58, "2290000021457672": 58, "2240000069141388": 58, "22499999403953552": 58, "extend": [59, 83], "centercrop": 59, "totensor": 59, "maybetotensor": 59, "4850": 59, "4560": 59, "4060": 59, "2290": 59, "2240": 59, "2250": 59, "timm": 59, "interpolationmod": 59, "processor": [60, 108, 109], "vitimageprocessor": 60, "5906": 60, "33": 60, "donutimageprocessor": 60, "1901": 60, "70": [60, 84], "detrimageprocessor": 60, "1575": 60, "86": [60, 74], "clipimageprocessor": 60, "1374": 60, "73": 60, "videomaeimageprocessor": 60, "1093": 60, "convnextimageprocessor": 60, "648": 60, "65": 60, "segformerimageprocessor": 60, "533": 60, "00": 60, "beitimageprocessor": 60, "468": 60, "63": 60, "siglipimageprocessor": 60, "440": 60, "48": 60, "layoutlmv3imageprocessor": 60, "403": 60, "layoutlmv2imageprocessor": 60, "332": 60, "87": 60, "mllamaimageprocessor": 60, "qwen2vlimageprocessor": 60, "314": 60, "77": 60, "blipimageprocessor": 60, "276": 60, "55": 60, "idefics2imageprocessor": 60, "226": 60, "llavanextimageprocessor": 60, "215": 60, "bitimageprocessor": 60, "210": 60, "pix2structimageprocessor": 60, "conditionaldetrimageprocessor": 60, "53": 60, "samimageprocessor": 60, "52": 60, "deitimageprocessor": 60, "mask2formerimageprocessor": 60, "89": 60, "50": 60, "vivitimageprocessor": 60, "88": 60, "yolosimageprocessor": 60, "84": 60, "47": 60, "viltimageprocessor": 60, "41": 60, "detaimageprocessor": 60, "68": 60, "38": 60, "pixtralimageprocessor": 60, "mobilenetv2imageprocessor": 60, "mobilevitimageprocessor": 60, "61": 60, "34": [60, 108, 109], "dptimageprocessor": 60, "maskformerimageprocessor": 60, "28": 60, "nougatimageprocessor": 60, "ideficsimageprocessor": 60, "rtdetrimageprocessor": 60, "efficientnetimageprocessor": 60, "40": [60, 68], "deformabledetrimageprocessor": 60, "idefics3imageprocessor": 60, "fuyuimageprocessor": 60, "videollavaimageprocessor": 60, "pvtimageprocessor": 60, "09": 60, "oneformerimageprocessor": 60, "mobilenetv1imageprocessor": 60, "07": [60, 99, 100, 101, 104], "owlv2imageprocessor": 60, "chineseclipimageprocessor": 60, "efficientformerimageprocessor": 60, "llavaonevisionimageprocessor": 60, "swin2srimageprocessor": 60, "vithybridimageprocessor": 60, "owlvitimageprocessor": 60, "04": 60, "groundingdinoimageprocessor": 60, "03": 60, "perceiverimageprocessor": 60, "chameleonimageprocessor": 60, "levitimageprocessor": 60, "vitmatteimageprocessor": 60, "extens": [60, 75], "tri": 60, "def": [60, 86], "hasattr": 60, "feature_extractor": 60, "encount": 60, "becaus": 60, "until": 60, "successfulli": 60, "imageprocessor": 60, "autoimageprocessor": 60, "from_pretrain": 60, "openai": 60, "vit": 60, "patch32": 60, "pillowconvertrgb": 60, "48145467": 60, "4578275": 60, "40821072": 60, "26862955": 60, "2613026": 60, "2757771": 60, "size_dict": 60, "shortest_edg": 60, "invalid_kei": 60, "default_to_squar": 60, "height_width_ord": 60, "constraint": 60, "els": [60, 68, 108, 109], "incompat": [60, 83], "longest_edg": 60, "param_nam": 60, "entri": 60, "conform": 60, "messag": [60, 84], "do_res": 60, "do_center_crop": 60, "crop_siz": 60, "do_rescal": 60, "rescale_factor": 60, "00392156862745098": 60, "do_norm": 60, "image_mean": 60, "image_std": 60, "do_convert_rgb": 60, "rescal": 60, "deviat": 60, "clipprocessor": 60, "crop_pct": 60, "tailor": 60, "convnext": 60, "percentag": 60, "prepar": 60, "replic": 60, "build": [60, 75, 83], "blip": 60, "255": 60, "openai_clip_mean": 60, "openai_clip_std": 60, "accord": 60, "behavior": 60, "mobilenetv2": 60, "per": 60, "equival": 60, "bg": 61, "strict_level": 61, "min_select": 61, "min_width": 61, "min_height": 61, "min_resolut": 61, "strict": [61, 95, 101], "get_imag": 61, "get_image_fil": 61, "list_image_fil": 61, "random_imag": 61, "randomli": 61, "random_image_fil": 61, "8057": 61, "000000": 61, "000001": 61, "000002": 61, "000003": 61, "000004": 61, "home": 61, "dgh": [61, 69, 110], "2400x1600": 61, "0x7feb86ed5160": 61, "003258": 61, "400x400": 61, "0x7feb86a748b0": 61, "quickli": 62, "backgroundimageset": 62, "list_bg_image_fil": 62, "get_bg_image_fil": 62, "get_bg_imag": 62, "random_bg_image_fil": 62, "random_bg_imag": 62, "opencv": 63, "denois": [63, 68], "inspir": [63, 72, 76, 83, 103], "mf666": [63, 103], "mist": 63, "fucker": 63, "diameter_min": 63, "diameter_max": 63, "sigma_color_min": 63, "sigma_color_max": 63, "sigma_space_min": 63, "sigma_space_max": 63, "radius_min": 63, "radius_max": 63, "eps_min": 63, "eps_max": 63, "b_iter": 63, "g_iter": 63, "random": [63, 81], "bilater": 63, "guid": 63, "stage": 63, "preserv": 63, "diamet": 63, "sigma": 63, "space": [63, 72, 83], "window": [63, 68], "term": 63, "contrib": 63, "noisy_imag": 63, "cleaned_img": 63, "cleaned_imag": 63, "blurri": [64, 68], "noisi": 64, "nafnet": [64, 107], "scunet": [64, 65, 107], "adversari": [64, 107], "remove_adversarial_nois": 64, "restore_with_nafnet": 64, "restore_with_scunet": 64, "ve": 65, "gaussian": 65, "To": 65, "correctli": 65, "credibl": 65, "rgg": [65, 66], "red": [65, 74], "gopro": 65, "sidd": 65, "tile_s": [65, 66, 84], "tile_overlap": [65, 66, 84], "batch_siz": [65, 66, 84], "nafnetmodeltyp": 65, "tile": [65, 66, 84], "gan": 66, "128": 66, "scunetmodeltyp": 66, "automatic1111": 67, "stabl": [67, 68, 90, 110], "diffus": [67, 68, 90], "webui": [67, 68, 69], "novelai": 67, "sdwui": 67, "submodul": 67, "nai": [67, 107], "docstr": 67, "sdmetadata": 67, "parse_sdmeta_from_text": 67, "get_sdmeta_from_imag": 67, "save_image_with_sdmeta": 67, "read_metadata": 67, "save_with_metadata": 67, "naimetadata": 67, "get_naimeta_from_imag": 67, "add_naimeta_to_imag": 67, "save_image_with_naimeta": 67, "formatt": 68, "a1111": 68, "sd_metadata_simpl": 68, "sd_metadata_complex": 68, "prompt": 68, "neg_prompt": 68, "neg": 68, "__str__": 68, "sd1": 68, "extrem": 68, "delic": 68, "beauti": 68, "offici": 68, "global": [68, 106], "illumin": 68, "soft": 68, "shadow": 68, "super": 68, "light": 68, "novel": [68, 70], "4k": 68, "metal_textur": 68, "striped_background": 68, "rich": 68, "cg": 68, "uniti": 68, "8k": 68, "wallpap": 68, "unreal": 68, "sci": 68, "fi": 68, "fantasi": 68, "silver_skin": 68, "cut": [68, 74], "silver_impossible_bodysuit": 68, "gem_on_chest": 68, "cut_silver_mechanical_leotard": 68, "headgear": [68, 74], "1_girl": 68, "solo": [68, 73, 74, 75, 76, 80, 81, 82, 83], "slim_waist": 68, "hair": [68, 74], "long": 68, "lumin": 68, "medium_breast": [68, 82], "indistinct_camelto": 68, "flat_crotch": 68, "coquettish": 68, "squint": 68, "evil_smil": 68, "dark_persona": 68, "mouth": 68, "wet": 68, "slim_fac": 68, "tall_girl": 68, "matur": 68, "mature_fac": 68, "slim_figur": 68, "slim_leg": 68, "groin": 68, "bare_thigh": 68, "easyneg": 68, "sketch": 68, "ugli": 68, "huge": 68, "logo": 68, "monochrom": [68, 83, 94, 97, 107], "bad": 68, "mutat": 68, "horror": 68, "geometri": 68, "bad_prompt": 68, "miss": 68, "finger": 68, "limb": 68, "anatomi": 68, "interlock": 68, "digit": 68, "arm": 68, "2girl": 68, "deform": 68, "artist": 68, "blush": [68, 75, 76, 80, 83], "lipstick": 68, "skindent": 68, "tie": 68, "big_breast": 68, "thighhigh": [68, 75], "pubic_hair": [68, 74], "3d": [68, 92], "realist": 68, "slip": [68, 77], "head_out_of_fram": 68, "curvi": 68, "sampler": 68, "ddim": 68, "cfg": 68, "seed": 68, "3827064803": 68, "512x848": 68, "hash": 68, "eb49192009": 68, "anidosmix": 68, "skip": 68, "new_imag": 68, "let": 68, "what": 68, "nslim_fac": 68, "848": 68, "_sdmeta_text": 68, "directli": 68, "starri": 68, "night": 68, "daylight": 68, "euler": 68, "sd2": 68, "1girl": [68, 73, 74, 75, 76, 77, 80, 81, 82, 83], "blue": 68, "footwear": 68, "shoe": 68, "bang": [68, 74, 75, 80, 83], "indoor": 68, "sleev": 68, "ahog": [68, 74, 75, 76, 80, 83], "dress": [68, 74], "pot": 68, "plant": 68, "bag": [68, 75, 76, 80, 83], "bun": [68, 74], "lora": 68, "bluearchive10": 68, "bluearchiv": 68, "neg1": 68, "dpm": 68, "2m": 68, "sde": 68, "karra": 68, "2647703743": 68, "768x768": 68, "72bd94132e": 68, "cutemix": 68, "strength": 68, "controlnet": 68, "control_v11p_sd15_openpos": 68, "cab727d4": 68, "weight": 68, "perfect": 68, "param": 68, "hire": 68, "upscal": [68, 107], "latent": 68, "ti": 68, "339cc9210f70": 68, "66a7279a88dd": 68, "info": 68, "underli": [68, 86], "sd_meta": 68, "scope": 68, "dst_file": [68, 70], "webp": 68, "systemerror": [68, 70], "input_imag": 68, "output_imag": 68, "a41": 69, "safetensor": 69, "torch": 69, "command": [69, 110], "pip": [69, 110], "_check_env": 69, "model_fil": 69, "key1": 69, "value1": 69, "key2": 69, "value2": 69, "src_model_fil": 69, "dst_model_fil": 69, "new_metadata": 69, "john": 69, "doe": [69, 73, 81, 95, 101], "input_model": 69, "output_model": 69, "softwar": 70, "generation_tim": 70, "dataclass": 70, "encapsul": 70, "taken": 70, "alia": 70, "success": [70, 110], "add_lsb_meta": 70, "save_metainfo": 70, "metainfo": 70, "prefer": 70, "isneti": [71, 107], "get_isnetis_mask": 71, "segment_with_isneti": 71, "segment_rgba_with_isneti": 71, "co": 72, "seg": 72, "1024": [72, 83], "app": 72, "l8": 72, "00ff00": 72, "mask_": 72, "image_": 72, "hutao_seg": 72, "skadi": [72, 75, 76, 80, 83], "skadi_seg": 72, "drop": [73, 74, 75, 80, 82, 83], "cosplai": 73, "no_eyewear": 73, "eyewear": [73, 74], "span": [73, 74], "matter": [73, 74], "red_hair": [73, 74, 81, 82], "use_preset": 73, "custom_blacklist": 73, "onlin": 73, "preset": 73, "ones": 73, "neither": [73, 74], "nor": [73, 74], "anal_hair": 74, "anal_tail": 74, "arm_behind_head": 74, "arm_hair": 74, "arm_under_breast": 74, "arms_behind_head": 74, "bird_on_head": 74, "blood_in_hair": 74, "breasts_on_glass": 74, "breasts_on_head": 74, "cat_on_head": 74, "closed_ey": 74, "clothed_female_nude_femal": 74, "clothed_female_nude_mal": 74, "clothed_male_nude_femal": 74, "clothes_between_breast": 74, "cream_on_fac": 74, "drying_hair": 74, "empty_ey": 74, "face_to_breast": 74, "food_on_fac": 74, "food_on_head": 74, "game_boi": 74, "grabbing_anoth": 74, "s_hair": 74, "grabbing_own_breast": 74, "gun_to_head": 74, "head_between_breast": 74, "heart_in_ey": 74, "multiple_boi": 74, "multiple_girl": 74, "object_on_breast": 74, "object_on_head": 74, "paint_splatter_on_fac": 74, "parted_lip": [74, 75, 76, 80, 83], "penis_on_fac": 74, "person_on_head": 74, "pokemon_on_head": 74, "rabbit_on_head": 74, "rice_on_fac": 74, "severed_head": 74, "star_in_ey": 74, "sticker_on_fac": 74, "tentacles_on_mal": 74, "tying_hair": 74, "built": [74, 86], "mutabl": 74, "constructor": 74, "empti": 74, "hold": [74, 75, 76, 80, 83], "futa": 74, "cum": 74, "rub": 74, "shade": 74, "plai": 74, "drill": 74, "skin": 74, "sidelock": 74, "twintail": [74, 75, 76, 80, 83], "braid": 74, "afro": 74, "bald": 74, "dreadlock": 74, "ponytail": 74, "updo": 74, "beard": 74, "mustach": 74, "pointi": 74, "horn": 74, "tail": 74, "ornament": 74, "hairband": 74, "pupil": 74, "bow": [74, 75, 76], "headwear": 74, "ribbon": [74, 76, 80], "crown": 74, "cap": 74, "hairclip": [74, 80], "mole": 74, "halo": 74, "fluff": 74, "flower": [74, 75, 76, 80, 83], "glass": [74, 77], "fang": 74, "boi": 74, "beret": 74, "heterochromia": 74, "headdress": 74, "eyepatch": 74, "headphon": 74, "eyebrow": 74, "eyelash": 74, "sunglass": 74, "intak": 74, "scrunchi": 74, "ear_pierc": 74, "headband": 74, "ring": 74, "under_mouth": 74, "freckl": 74, "lip": 74, "eyelin": 74, "eyeshadow": 74, "tassel": 74, "whitelist_suffix": 74, "whitelist_prefix": 74, "whitelist_word": 74, "suffix": [74, 79], "pool": 74, "whitelist": 74, "blacklist": [74, 78, 107], "singular": 74, "plural": 74, "chair": 74, "whole": 74, "word": 74, "hear": 74, "72": 74, "outdat": 75, "anymor": 75, "baselin": 75, "practic": 75, "use_real_nam": [75, 80], "general_threshold": [75, 76, 83], "character_threshold": [75, 76, 83], "drop_overlap": [75, 76, 80, 83], "real": [75, 80, 97, 107], "renam": [75, 80], "redirect": [75, 80], "mani": [75, 80], "websit": [75, 80], "rate": [75, 76, 83, 95, 97, 107], "char": [75, 76, 83], "9897817373275757": 75, "question": [75, 76, 83, 95], "010265946388244629": 75, "explicit": [75, 76, 83, 95], "2809715270996094e": 75, "9939777851104736": 75, "5032387375831604": 75, "black_bord": 75, "9943548440933228": 75, "black_glov": [75, 76, 80, 83], "5011609792709351": 75, "blue_ski": [75, 76, 80, 83], "6877802610397339": 75, "5543792843818665": 75, "8268730640411377": 75, "cloud": [75, 76, 80, 83], "8504303693771362": 75, "cowboy_shot": [75, 76, 80, 83], "6008237600326538": 75, "crop_top": [75, 76, 80, 83], "6635787487030029": 75, "dai": [75, 76, 80, 83], "8496965765953064": 75, "glove": [75, 76, 80, 83], "6107005476951599": 75, "hair_between_ey": [75, 76, 80, 83], "668294370174408": 75, "5619469285011292": 75, "holding_baseball_bat": [75, 76, 80, 83], "5141720771789551": 75, "letterbox": 75, "long_hair": [75, 76, 80, 82, 83], "9884189963340759": 75, "looking_at_view": [75, 76, 80, 83], "5673105120658875": 75, "midriff": [75, 76, 80, 83], "6290556192398071": 75, "navel": [75, 76, 80, 83], "9631235003471375": 75, "no_hat": [75, 76, 80], "7978747487068176": 75, "no_headwear": [75, 76, 80, 83], "7577926516532898": 75, "outdoor": [75, 76, 80, 83], "7118550539016724": 75, "5452839136123657": 75, "pillarbox": 75, "9841411709785461": 75, "red_ey": [75, 76, 80, 83], "958786129951477": 75, "shirt": [75, 76, 80, 83], "6720131039619446": 75, "short_sleev": [75, 76, 80, 83], "7077711820602417": 75, "silver_hair": [75, 76, 80], "6673924326896667": 75, "sky": [75, 76, 80, 83], "8709812760353088": 75, "9614333510398865": 75, "sportswear": [75, 76, 80, 83], "7786177396774292": 75, "6842771172523499": 75, "sweat": [75, 76, 80, 83], "9076308012008667": 75, "thigh": [75, 76, 80, 83], "580970823764801": 75, "skadi_": [75, 76, 83], "arknight": [75, 76, 83], "9633345007896423": 75, "9988503456115723": 75, "001651763916015625": 75, "00012505054473876953": 75, "9829280972480774": 75, "894218385219574": 75, "8733789920806885": 75, "backpack": [75, 76, 80, 83], "6322951316833496": 75, "9987058639526367": 75, "bag_charm": [75, 76], "9754379987716675": 75, "6810564994812012": 75, "9708781838417053": 75, "6356008052825928": 75, "5633733868598938": 75, "brick_wal": 75, "5315935611724854": 75, "brown_hair": [75, 76, 80, 83], "9397273659706116": 75, "9229896664619446": 75, "charm_": [75, 76], "9006357789039612": 75, "citi": 75, "9020784497261047": 75, "cityscap": 75, "9547432661056519": 75, "5296419262886047": 75, "8253412246704102": 75, "5619839429855347": 75, "hair_flow": [75, 76, 80, 83], "8277763724327087": 75, "hair_orna": [75, 76, 80, 83], "9356368780136108": 75, "hair_ribbon": [75, 76, 80], "5288072824478149": 75, "jacket": [75, 76, 80, 83], "6336134076118469": 75, "9703260064125061": 75, "8188960552215576": 75, "phone_screen": 75, "9579574465751648": 75, "9954615235328674": 75, "plaid": [75, 76, 80], "9725285172462463": 75, "plaid_skirt": [75, 76, 80], "9638455510139465": 75, "pleated_skirt": [75, 76, 80, 83], "7226815819740295": 75, "5321241021156311": 75, "red_nail": [75, 80], "5493080615997314": 75, "school_bag": [75, 76], "9863407611846924": 75, "school_uniform": [75, 76, 80, 83], "6794284582138062": 75, "5062428116798401": 75, "shoulder_bag": 75, "9325523972511292": 75, "skirt": [75, 76, 80, 83], "92237788438797": 75, "skyscrap": 75, "7728171348571777": 75, "sleeves_past_wrist": [75, 76, 80], "7257086038589478": 75, "smile": [75, 76, 80, 83], "5357837080955505": 75, "6939404010772705": 75, "7054293155670166": 75, "tongu": [75, 76, 80, 83], "9990814924240112": 75, "tongue_out": [75, 76, 80, 83], "9992498755455017": 75, "5012534260749817": 75, "very_long_hair": [75, 76, 80, 82, 83], "7461410164833069": 75, "lagpixellol": 76, "deepgelbooru_onnx": 76, "categori": [76, 91, 99], "dim": [76, 83], "9986732006072998": 76, "0013858973979949951": 76, "315376281738281e": 76, "9972434639930725": 76, "basebal": [76, 83], "5982598662376404": 76, "baseball_bat": [76, 80, 83], "6429562568664551": 76, "bike_short": 76, "36296138167381287": 76, "8308937549591064": 76, "black_shirt": [76, 80, 83], "7388008832931519": 76, "6039759516716003": 76, "30909663438796997": 76, "9694308042526245": 76, "6422968506813049": 76, "5898381471633911": 76, "8145260810852051": 76, "652222216129303": 76, "dolphin_short": 76, "466494083404541": 76, "7183809280395508": 76, "6753682494163513": 76, "7302790880203247": 76, "6649775505065918": 76, "large_breast": [76, 80, 83], "8446108102798462": 76, "98187655210495": 76, "8140730857849121": 76, "6360533833503723": 76, "9635934829711914": 76, "33370012044906616": 76, "44239571690559387": 76, "7891374826431274": 76, "6471294164657593": 76, "9958090782165527": 76, "8736815452575684": 76, "872096061706543": 76, "5640895366668701": 76, "5049663186073303": 76, "8832778930664062": 76, "9687467813491821": 76, "sports_bra": 76, "3659853935241699": 76, "9309735298156738": 76, "49939480423927307": 76, "stomach": [76, 80, 83], "446407288312912": 76, "809670090675354": 76, "6560589075088501": 76, "47956040501594543": 76, "9832853674888611": 76, "9994162321090698": 76, "0008397102355957031": 76, "00035390257835388184": 76, "9926226139068604": 76, "899387001991272": 76, "34215790033340454": 76, "5701972246170044": 76, "9512913227081299": 76, "6664570569992065": 76, "5614628791809082": 76, "33615976572036743": 76, "5770801305770874": 76, "987317681312561": 76, "37286585569381714": 76, "cardigan": [76, 80], "36409223079681396": 76, "7329680919647217": 76, "collared_shirt": [76, 80], "5924292206764221": 76, "4344901144504547": 76, "7465001344680786": 76, "5225946307182312": 76, "6976451873779297": 76, "9265321493148804": 76, "34527891874313354": 76, "6675043106079102": 76, "9096828699111938": 76, "long_sleev": [76, 80, 83], "41341525316238403": 76, "8418735265731812": 76, "miniskirt": [76, 80], "3675632178783417": 76, "nail_polish": [76, 80], "5284417867660522": 76, "open_cloth": [76, 80], "30296844244003296": 76, "48789578676223755": 76, "36596980690956116": 76, "7759367227554321": 76, "6535028219223022": 76, "8975257873535156": 76, "36911237239837646": 76, "4171145558357239": 76, "3942635953426361": 76, "6772940754890442": 76, "9397937655448914": 76, "5207280516624451": 76, "4673041105270386": 76, "9118321537971497": 76, "9967410564422607": 76, "9970728158950806": 76, "8419480323791504": 76, "6489560604095459": 76, "white_shirt": [76, 80], "6217572689056396": 76, "underscor": [77, 83], "convent": 77, "restor": [77, 107], "use_spac": 77, "use_escap": 77, "include_scor": 77, "score_descend": 77, "_": 77, "escap": 77, "unsaf": 77, "sort": [77, 81], "descend": 77, "panty_pul": 77, "6826801300048828": 77, "958938717842102": 77, "drinking_glass": 77, "9340789318084717": 77, "areola_slip": 77, "41196826100349426": 77, "9988248348236084": 77, "drink": 77, "pull": 77, "areola": 77, "999": [77, 83], "959": 77, "934": 77, "683": 77, "412": 77, "mldanbooru": [78, 107], "get_mldanbooru_tag": 78, "wd14": [78, 80, 107], "get_wd14_tag": [78, 80], "convert_wd14_emb_to_predict": 78, "denormalize_wd14_emb": 78, "deepdanbooru": [78, 80, 107], "get_deepdanbooru_tag": [78, 80], "deepgelbooru": [78, 107], "get_deepgelbooru_tag": 78, "add_underlin": 78, "remove_underlin": 78, "tags_to_text": 78, "drop_overlap_tag": 78, "is_blacklist": 78, "drop_blacklisted_tag": 78, "char_whitelist_suffix": 78, "char_whitelist_prefix": 78, "char_whitelist_word": 78, "char_suffix": 78, "char_prefix": 78, "charactertagpool": 78, "is_basic_character_tag": 78, "drop_basic_character_tag": 78, "sort_tag": 78, "tag_match_suffix": 78, "tag_match_prefix": 78, "tag_match_ful": 78, "t1": 79, "t2": 79, "fulli": 79, "ml": 80, "448": 80, "keep_ratio": 80, "9999984502792358": [80, 102], "9999946355819702": 80, "9994951486587524": 80, "998144268989563": 80, "9978417158126831": 80, "9941409230232239": 80, "9799384474754333": 80, "979142427444458": 80, "961823582649231": 80, "961323618888855": 80, "9490893483161926": 80, "9450850486755371": 80, "9425153136253357": 80, "9409335255622864": 80, "9319437146186829": 80, "9265308976173401": 80, "9259042143821716": 80, "922250509262085": 80, "9199565052986145": 80, "9175475835800171": 80, "9102761745452881": 80, "9076938629150391": 80, "9052775502204895": 80, "8938589692115784": 80, "8894285559654236": 80, "8891903162002563": 80, "8845980763435364": 80, "8842408061027527": 80, "8659475445747375": 80, "862621009349823": 80, "8616052865982056": 80, "8562789559364319": 80, "short_short": [80, 83], "8555729389190674": 80, "8533340096473694": 80, "black_short": [80, 83], "8477485775947571": 80, "8430152535438538": 80, "tied_long_hair": [80, 83], "8340626955032349": 80, "crop_top_overhang": 80, "8266023397445679": 80, "8222048282623291": 80, "8202669620513916": 80, "8061150312423706": 80, "ass_visible_through_thigh": [80, 83], "7803354859352112": 80, "thigh_gap": [80, 83], "7789446711540222": 80, "arms_up": 80, "7052110433578491": 80, "9999866485595703": 80, "997043788433075": 80, "9969649910926819": 80, "9957101345062256": 80, "9928386807441711": 80, "9886980056762695": 80, "9864778518676758": 80, "ghost": [80, 83], "9769423007965088": 80, "9747489094734192": 80, "9736957550048828": 80, "9388670325279236": 80, "9356311559677124": 80, "91000896692276": 80, "8955123424530029": 80, "8910233378410339": 80, "8904104828834534": 80, "8881211280822754": 80, "8876776695251465": 80, "8864808678627014": 80, "8810517191886902": 80, "8798807263374329": 80, "8765745162963867": 80, "8737136125564575": 80, "8650439381599426": 80, "8613706827163696": 80, "blue_cardigan": 80, "8571277260780334": 80, "8333670496940613": 80, "8160212635993958": 80, "eyebrows_visible_through_hair": 80, "8122442364692688": 80, "8091571927070618": 80, "8082079887390137": 80, "8048468232154846": 80, "8042327165603638": 80, "7984272241592407": 80, "blazer": [80, 83], "794708251953125": 80, "78981614112854": 80, "7892146110534668": 80, "shaped_pupil": [80, 83], "7867060899734497": 80, "gradient_hair": 80, "786359965801239": 80, "7790888547897339": 80, "brown_skirt": 80, "7760675549507141": 80, "774523913860321": 80, "7721588015556335": 80, "7697228789329529": 80, "755959689617157": 80, "multicolored_hair": 80, "7477189898490906": 80, "7476690411567688": 80, "rail": 80, "7476617693901062": 80, "blue_jacket": 80, "7458406090736389": 80, "741143524646759": 80, "7364678978919983": 80, "7193643450737": 80, "red_neckwear": 80, "7108616828918457": 80, "7086325287818909": 80, "7055293321609497": 80, "7039415836334229": 80, "7018357515335083": 80, "shuffl": 81, "count": [81, 108, 109], "2boi": 81, "cat_ear": 81, "uniqu": 81, "8849405313291128": 82, "8548297594823425": 82, "03910296474461261": 82, "6615180440330748": 82, "21552028866308015": 82, "3165260620737027": 82, "47744464927382957": 82, "smilingwolf": 83, "wd": 83, "swinv2_v3": 83, "general_mcut_en": 83, "character_mcut_en": 83, "no_underlin": 83, "mcut": 83, "replac": 83, "index": [83, 110], "follw": 83, "valuabl": 83, "enabl": 83, "rapid": 83, "queri": 83, "With": 83, "mlp_layer1_seed1": 83, "001": 83, "simultan": 83, "0011444687843322754": 83, "8876402974128723": 83, "106781005859375": 83, "000277101993560791": 83, "997527003288269": 83, "9797663688659668": 83, "9905703663825989": 83, "9761719703674316": 83, "8981098532676697": 83, "8810765743255615": 83, "9498510360717773": 83, "8377365469932556": 83, "945058286190033": 83, "9457170367240906": 83, "969594419002533": 83, "7881088852882385": 83, "7687551379203796": 83, "9301245212554932": 83, "6703325510025024": 83, "white_hair": 83, "5292627811431885": 83, "8677047491073608": 83, "grey_hair": 83, "5859264731407166": 83, "9536856412887573": 83, "8056888580322266": 83, "8394746780395508": 83, "9473626613616943": 83, "8986269235610962": 83, "9385137557983398": 83, "8408567905426025": 83, "alternate_costum": 83, "4245271384716034": 83, "931140661239624": 83, "8830795884132385": 83, "7279844284057617": 83, "artist_nam": 83, "5333830714225769": 83, "64717698097229": 83, "9516432285308838": 83, "9655293226242065": 83, "9485014081001282": 83, "7366660833358765": 83, "7161656618118286": 83, "5858667492866516": 83, "6186309456825256": 83, "41193312406539917": 83, "467605859041214": 83, "36282333731651306": 83, "3756745457649231": 83, "motion_blur": 83, "5091936588287354": 83, "951993465423584": 83, "5634750723838806": 83, "8232709169387817": 83, "9869340658187866": 83, "49491602182388306": 83, "5193622708320618": 83, "003406703472137451": 83, "0007208287715911865": 83, "9798132181167603": 83, "8046203851699829": 83, "7596215009689331": 83, "7620116472244263": 83, "46084529161453247": 83, "48454540967941284": 83, "5152207016944885": 83, "8023070096969604": 83, "8653596639633179": 83, "7201820611953735": 83, "7816740870475769": 83, "697688639163971": 83, "8974947333335876": 83, "7491052746772766": 83, "5015512704849243": 83, "6401398181915283": 83, "43420469760894775": 83, "4528769850730896": 83, "5730487704277039": 83, "6739872694015503": 83, "5545973181724548": 83, "6946243047714233": 83, "5487751364707947": 83, "7439308166503906": 83, "4186026453971863": 83, "47378358244895935": 83, "4690653085708618": 83, "7565015554428101": 83, "hu_tao_": 83, "genshin_impact": 83, "9262397289276123": 83, "boo_tao_": 83, "942080020904541": 83, "denorm": 83, "denormalizer_nam": 83, "mnum2_al": 83, "understand": 83, "redund": 83, "structur": [83, 107], "b": 83, "r": [83, 95, 101], "c": 83, "linalg": 83, "norm": 83, "approx": [83, 84], "1e": 83, "cdc_anime_onnx": 84, "realli": 84, "As": [84, 95, 101], "1024x1024": 84, "2060": 84, "gpu": 84, "cost": 84, "cpu": [84, 89, 108, 109], "experi": 84, "hgsr": 84, "mhr": 84, "aug_x4_320": 84, "cute_waifu_aroma": 84, "pngimageplugin": 84, "pngimagefil": 84, "1168x1168": 84, "0x7f0e8ca06880": 84, "4672x4672": 84, "0x7f0e48edb640": 84, "cdc": [85, 107], "upscale_with_cdc": 85, "lru_cach": 86, "wrap": 86, "synchron": 86, "prevent": 86, "race": 86, "condit": 86, "maxsiz": 86, "expensive_funct": 86, "expens": 86, "lock": [86, 106], "safeti": [86, 103], "multithread": 86, "my_funct": 86, "introduc": 86, "acquisit": 86, "critic": 86, "mathemat": 87, "activ": 87, "deep": 87, "input_valu": 87, "frac": 87, "26894142": 87, "73105858": 87, "ts_lru_cach": 88, "get_onnx_provid": 88, "open_onnx_model": 88, "cudaexecutionprovid": 89, "cpuexecutionprovid": 89, "ckpt": 89, "inferencesess": 89, "onnx_mod": 89, "decid": 89, "linux": [89, 108, 109], "execut": [89, 108, 109], "ignor": 89, "cuda": [89, 108, 109], "forc": 89, "anime_ai_check": 90, "mobilenetv3_sce_dist": [90, 101, 105], "mainli": 90, "caformer_s36_plus_sc": 90, "graph": 90, "9996960163116455": 90, "9999125003814697": 90, "997803270816803": 90, "9960069060325623": 90, "9887709021568298": 90, "9998629093170166": 90, "0013722758740186691": 90, "00020673229300882667": 90, "0001895089662866667": 90, "0008857478387653828": 90, "552320024231449e": 90, "001168627175502479": 90, "bangumi": [91, 92], "vision": 91, "imageri": 91, "bangumi_char_typ": 91, "definit": [91, 98], "video": 91, "secondari": 91, "often": 91, "lack": 91, "lead": 91, "under": [91, 110], "three": 91, "judg": 91, "anime_portrait": [91, 97], "mobilenetv3_v0_dist": [91, 100, 104, 105], "9998525381088257": 91, "00012103465269319713": 91, "6464786313008517e": 91, "906112609314732e": 91, "06": [91, 92, 94, 99, 100, 101, 102, 104], "9997243285179138": 91, "0002490800397936255": 91, "7215803381986916e": 91, "354368557978887e": 91, "9998849630355835": 91, "90006631379947e": 91, "3920385754317977e": 91, "2084233276254963e": 91, "9998877048492432": 91, "732793503440917e": 91, "4264976925915107e": 91, "0623419257171918e": 91, "07076334953308105": 91, "9290977716445923": 91, "0001044218079186976": 91, "4467317163944244e": 91, "2568268832401372e": 91, "9999498128890991": 91, "1810528778587468e": 91, "879474429093534e": 91, "260669109295122e": 91, "9999510049819946": 91, "2321036592766177e": 91, "025227553938748e": 91, "4251427273848094e": 91, "999957799911499": 91, "4273678718600422e": 91, "6884023302263813e": 91, "880981603288092e": 91, "0002326338435523212": 91, "9996368885040283": 91, "164971561403945e": 91, "00020793956355191767": 91, "13438372313976288": 91, "8652494549751282": 91, "000158855298650451": 91, "000238816806813702": 91, "3589179217815399": 91, "6406960487365723": 91, "0001471740542910993": 91, "002255884697660804": 91, "08208147436380386": 91, "9152728915214539": 91, "00038967153523117304": 91, "227699592884164e": 91, "0835404282261152e": 91, "1437502406770363e": 91, "9999284744262695": 91, "2125529792683665e": 91, "0218892384727951e": 91, "00011914174683624879": 91, "9998584985733032": 91, "2007669283775613e": 91, "6357082131435163e": 91, "3068713896209374e": 91, "9999185800552368": 91, "066640925273532e": 91, "529400813335087e": 91, "089402500540018e": 91, "9999388456344604": 91, "6406959295272827": 91, "not_paint": 92, "anime_classif": 92, "older": 92, "mobilenetv3_v1": [92, 102], "5_dist": 92, "3_dist": 92, "plot": [92, 95, 101, 105], "caformer_s36_v1": 92, "3_focal": 92, "8346158862113953": 92, "004201625939458609": 92, "0028638991061598063": 92, "15633030235767365": 92, "001988308737054467": 92, "9868855476379395": 92, "001178382197394967": 92, "00015886101755313575": 92, "0005986307514831424": 92, "011178601533174515": 92, "9933090209960938": 92, "0012440024875104427": 92, "00040085514774546027": 92, "004924307577311993": 92, "00012189441622467712": 92, "00031298911198973656": 92, "9968050718307495": 92, "182305903872475e": 92, "0027923565357923508": 92, "7805559259140864e": 92, "0004650334012694657": 92, "996709942817688": 92, "736721191671677e": 92, "0027629584074020386": 92, "4619508621981367e": 92, "0003803370927926153": 92, "998649537563324": 92, "190127922105603e": 92, "0008622839814051986": 92, "595230686594732e": 92, "0004573142796289176": 92, "00031435859273187816": 92, "8671838641166687": 92, "13199880719184875": 92, "563074617180973e": 92, "153919796110131e": 92, "290010737255216e": 92, "9727378487586975": 92, "027150526642799377": 92, "162296004826203e": 92, "4933258828241378e": 92, "0004275702522136271": 92, "995402455329895": 92, "002233930164948106": 92, "001911122351884842": 92, "1603819727897644": 92, "0007561995880678296": 92, "00017044576816260815": 92, "838487982749939": 92, "0002034590725088492": 92, "005001617129892111": 92, "000932251859921962": 92, "009352140128612518": 92, "9846979379653931": 92, "6018555470509455e": 92, "004064667969942093": 92, "464051254326478e": 92, "025772539898753166": 92, "9699516296386719": 92, "00011656546121230349": 92, "287263775244355e": 92, "370255853951676e": 92, "01098843663930893": 92, "0031668643932789564": 92, "9857884049415588": 92, "499273488065228e": 92, "8419872251106426e": 92, "0003471920208539814": 92, "029472889378666878": 92, "9700765609741211": 92, "0012387704337015748": 92, "001172148622572422": 92, "787473391043022e": 92, "003680602880194783": 92, "9938107132911682": 92, "8346157073974609": 92, "8671836853027344": 92, "8384883403778076": 92, "9846979975700378": 92, "9700766801834106": 92, "greyscal": 93, "jpeg_ful": [93, 106], "6125901": 93, "6125785": [93, 106], "6124220": 93, "rough": [94, 95, 101], "polish": 94, "mobilenetv3_v2": 94, "2_dist": [94, 102], "910087929805741e": 94, "1241951510310173": 94, "8757457137107849": 94, "00018937293498311192": 94, "030049214139580727": 94, "9697614312171936": 94, "008933082222938538": 94, "05096456781029701": 94, "9401022791862488": 94, "009832272306084633": 94, "9898634552955627": 94, "00030428936588577926": 94, "013919820077717304": 94, "9819902181625366": 94, "004089969675987959": 94, "04166747257113457": 94, "9582782983779907": 94, "4218515288084745e": 94, "8849249482154846": 94, "1149177998304367": 94, "0001573085755808279": 94, "9907882809638977": 94, "008958994410932064": 94, "0002527958422433585": 94, "9831690788269043": 94, "01682441122829914": 94, "613856385229155e": 94, "8757458329200745": 94, "8849248290061951": 94, "million": 95, "anime_r": [95, 97], "boundari": [95, 101], "challeng": [95, 101], "clean": [95, 101], "judgment": [95, 101], "intend": [95, 101], "quick": [95, 101, 107], "estim": [95, 101], "basi": [95, 101], "mobilenetv3_large_100_v0_ls0": 95, "caformer_s36_v0_ls0": 95, "7508869767189026": 95, "7034655809402466": 95, "728887677192688": 95, "7404400110244751": 95, "7446154952049255": 95, "7514738440513611": 95, "768704354763031": 95, "8219676613807678": 95, "7267540693283081": 95, "7645740509033203": 95, "7216582894325256": 95, "7615436315536499": 95, "815083920955658": 95, "8321858644485474": 95, "8204999566078186": 95, "820833146572113": 95, "chdir": 95, "doc": 95, "api_doc": 95, "7508870363235474": 95, "11212056130170822": 95, "06781744956970215": 95, "06917501986026764": 95, "7034654021263123": 95, "15903906524181366": 95, "06688199192285538": 95, "07061357796192169": 95, "7288877964019775": 95, "1476859599351883": 95, "060362350195646286": 95, "06306383013725281": 95, "7404399514198303": 95, "10337048768997192": 95, "08087948709726334": 95, "07530999928712845": 95, "055992450565099716": 95, "7446154356002808": 95, "13191790878772736": 95, "06747424602508545": 95, "06458679586648941": 95, "10566363483667374": 95, "07827574014663696": 95, "07079866528511047": 95, "7687042951583862": 95, "09974884241819382": 95, "06074819341301918": 95, "050435908138751984": 95, "8219675421714783": 95, "0593985915184021": 95, "06819795072078705": 95, "06569571048021317": 95, "1177448257803917": 95, "726753830909729": 95, "08980562537908554": 95, "06481882929801941": 95, "06922297924757004": 95, "10138414055109024": 95, "06351721286773682": 95, "07683827728033066": 95, "13798624277114868": 95, "05942752957344055": 95, "10584963858127594": 95, "7615437507629395": 95, "07317910343408585": 95, "060196295380592346": 95, "06751583516597748": 95, "0572039857506752": 95, "05398125201463699": 95, "06124086305499077": 95, "0525919646024704": 95, "8321859240531921": 95, "05922013148665428": 95, "06274889409542084": 95, "057530902326107025": 95, "8205001354217529": 95, "05683052912354469": 95, "06635929644107819": 95, "05597696080803871": 95, "8208332657814026": 95, "non_furri": 96, "mobilenetv3_v0": 96, "1_dist": 96, "9898804426193237": 96, "010119626298546791": 96, "9677742123603821": 96, "032225821167230606": 96, "959551215171814": 96, "040448784828186035": 96, "9535530209541321": 96, "04644693806767464": 96, "04358793422579765": 96, "9564120769500732": 96, "02767963521182537": 96, "9723203182220459": 96, "028900373727083206": 96, "9710996150970459": 96, "037573859095573425": 96, "9624261260032654": 96, "aicheck": [97, 107], "get_ai_created_scor": 97, "is_ai_cr": 97, "bangumi_char": [97, 107], "anime_bangumi_char_scor": 97, "anime_bangumi_char": 97, "anime_classify_scor": 97, "anime_classifi": 97, "is_greyscal": 97, "anime_completeness_scor": 97, "anime_complet": 97, "dbrate": [97, 107], "anime_dbrating_scor": 97, "anime_dbr": 97, "furri": [97, 107], "anime_furry_scor": 97, "anime_furri": 97, "get_monochrome_scor": 97, "is_monochrom": 97, "nsfw_pred_scor": 97, "nsfw_pred": 97, "portrait": [97, 107], "anime_portrait_scor": 97, "anime_rating_scor": 97, "anime_real_scor": 97, "safe_check_scor": 97, "safe_check": 97, "style_ag": [97, 107], "anime_style_age_scor": 97, "anime_style_ag": 97, "teen": [97, 107], "anime_teen_scor": 97, "anime_teen": 97, "is_truncated_fil": 97, "screen": 98, "row": 98, "bottom": 98, "grayscal": 98, "monochrome_detect": 98, "mobilenetv3_large_100_dist_safe2": 98, "mobilenetv3_dist": 98, "caformer_s36": 98, "mono": 98, "9614395499229431": 98, "9458909034729004": 98, "9559807777404785": 98, "9651952981948853": 98, "9379720687866211": 98, "8814834356307983": 98, "03941023349761963": 98, "07492382079362869": 98, "09546589106321335": 98, "016521310433745384": 98, "005693843588232994": 98, "0315730981528759": 98, "Not": 99, "five": 99, "hentai": 99, "neutral": 99, "porn": 99, "sexi": 99, "infinit": 99, "nsfwj": 99, "tfj": 99, "mobil": 99, "9970946311950684": 99, "00198739324696362": 99, "000894528697244823": 99, "4315058251668233e": 99, "099447197513655e": 99, "9282580614089966": 99, "061733175069093704": 99, "008979619480669498": 99, "0007789491210132837": 99, "0002501663693692535": 99, "7945129871368408": 99, "2044062316417694": 99, "0005603990866802633": 99, "0004847997915931046": 99, "564094367902726e": 99, "7977773547172546": 99, "01352313905954361": 99, "18791256844997406": 99, "0004888656549155712": 99, "00029804420773871243": 99, "04498734697699547": 99, "9509441256523132": 99, "4087972633424215e": 99, "003999904729425907": 99, "4542059185914695e": 99, "002892113756388426": 99, "982390284538269": 99, "02520776737947e": 99, "014633022248744965": 99, "858086610212922e": 99, "002532319398596883": 99, "9887337684631348": 99, "231979568838142e": 99, "008699454367160797": 99, "8187158022774383e": 99, "03564726561307907": 99, "954788088798523": 99, "343036850215867e": 99, "009289607405662537": 99, "00020158555707894266": 99, "006372362840920687": 99, "006019102409482002": 99, "9694945812225342": 99, "015214097686111927": 99, "002899901708588004": 99, "0004039364866912365": 99, "00012730166781693697": 99, "987038791179657": 99, "007135333959013224": 99, "005294707603752613": 99, "06964848190546036": 99, "0014777459437027574": 99, "9276643395423889": 99, "0003031621454283595": 99, "0009063396137207747": 99, "00028707628371194005": 99, "00010888021643040702": 99, "9992460012435913": 99, "00015473493840545416": 99, "0002033217460848391": 99, "563037691696081e": 99, "008058490231633186": 99, "00044566826545633376": 99, "937960684299469": 99, "05353058874607086": 99, "364063445587817e": 99, "00562260951846838": 99, "00012077406427124515": 99, "9897090792655945": 99, "004547217860817909": 99, "564737981942017e": 99, "016690678894519806": 99, "001258736359886825": 99, "9766013622283936": 99, "005440687295049429": 99, "4481674952548929e": 99, "01861923187971115": 99, "0008914825739338994": 99, "9674761295318604": 99, "012998746708035469": 99, "691116141155362e": 99, "0007601747056469321": 99, "0005019629606977105": 99, "039504989981651306": 99, "9591660499572754": 99, "0001652583305258304": 99, "0002614929690025747": 99, "020374108105897903": 99, "029394468292593956": 99, "9498046040534973": 99, "00016299057460855693": 99, "004782819654792547": 99, "002861740067601204": 99, "12280157208442688": 99, "8693908452987671": 99, "0001731760276015848": 99, "304211274255067e": 99, "03286275267601013": 99, "010648751631379128": 99, "9562522172927856": 99, "999900221824646": 100, "645313209854066e": 100, "3387104445428122e": 100, "9999704360961914": 100, "4465465685352683e": 100, "071506166132167e": 100, "9999785423278809": 100, "512719154561637e": 100, "292278612818336e": 100, "919455750496127e": 100, "9999444484710693": 100, "3647335082350764e": 100, "0555699191172607e": 100, "9999880790710449": 100, "3210242286731955e": 100, "7451418898417614e": 100, "9999822378158569": 100, "2084267331811134e": 100, "7460413321023225e": 100, "1532473820352607e": 100, "9999996423721313": 100, "0316136922483565e": 100, "840229633236049e": 100, "9999998807907104": [100, 101], "736660568800289e": 100, "199210472208506e": 100, "9999992847442627": 100, "r15": 101, "r18": 101, "sankaku": 101, "mobilenetv3_v1_pruned_ls0": 101, "caformer_s36_plu": [101, 105], "5863172936624323e": 101, "480062353375615e": 101, "9924363493919373": 101, "007255776319652796": 101, "0003077814180869609": 101, "996969997882843": 101, "0030054834205657244": 101, "4601260520284995e": 101, "9966891407966614": 101, "003293127752840519": 101, "770909148035571e": 101, "00025384966284036636": 101, "9996721744537354": 101, "399192691082135e": 101, "973351603141055e": 101, "9998563528060913": 101, "391309580067173e": 101, "0018681309884414077": 101, "9827859997749329": 101, "015345841646194458": 101, "013710384257137775": 101, "8339558839797974": 101, "15233369171619415": 101, "951323833462084e": 101, "00029566374723799527": 101, "9997004270553589": 101, "00018434497178532183": 101, "568440272123553e": 101, "9997699856758118": 101, "11225129129889e": 101, "051862899563275e": 101, "9999485015869141": 101, "902020231791539e": 101, "0005639699520543218": 101, "9994290471076965": 101, "anime_real_cl": 102, "4_dist": 102, "9999716281890869": 102, "8398366339388303e": 102, "9992202520370483": 102, "0007797438884153962": 102, "9999709129333496": 102, "905452492996119e": 102, "9999765157699585": 102, "3499671442550607e": 102, "9994087219238281": 102, "0005913018831051886": 102, "9999759197235107": 102, "4061362637439743e": 102, "9999052286148071": 102, "475799015490338e": 102, "403173675702419e": 102, "5848207794988411e": 102, "0010207017185166478": 102, "9989792704582214": 102, "2124368115328252e": 102, "9999977350234985": 102, "6512358342879452e": 102, "9999834299087524": 102, "359853614412714e": 102, "9999936819076538": 102, "600314317329321e": 102, "9999840259552002": 102, "5589323083986528e": 102, "9999843835830688": 102, "5513256585109048e": 102, "9999845027923584": 102, "pollut": 103, "shit": 103, "checker": 103, "mobilenet": 103, "v2": 103, "max_batch_s": 103, "1970": 104, "1980": 104, "1990": 104, "2000": 104, "2010": 104, "2015": 104, "2020": 104, "ag": 104, "9805465340614319": 104, "761269782553427e": 104, "0005044879508204758": 104, "01569165475666523": 104, "002850610064342618": 104, "00037849770160391927": 104, "9434612113400362e": 104, "053497342392802e": 104, "9992554783821106": 104, "0006490182713605464": 104, "8857468805654207e": 104, "317252262353577e": 104, "314484721769986e": 104, "0750001138148946e": 104, "706833609205205e": 104, "00034479793976061046": 104, "9995512366294861": 104, "391363472677767e": 104, "4607510820496827e": 104, "0679690351244062e": 104, "661913514311891e": 104, "757471131393686e": 104, "0744897230761126e": 104, "76177470368566e": 104, "9996387958526611": 104, "160279296338558e": 104, "00013228354509919882": 104, "1361367038916796e": 104, "464057489414699e": 104, "2412899599876255e": 104, "703883653040975e": 104, "127358498517424e": 104, "9973921775817871": 104, "0022309015039354563": 104, "00018872201326303184": 104, "780902943617548e": 104, "422096920578042e": 104, "638929097680375e": 104, "152203023797483e": 104, "00028818511054851115": 104, "9996094107627869": 104, "58777353237383e": 104, "9200742826797068e": 104, "00017117452807724476": 104, "518441947875544e": 104, "885544381570071e": 104, "4389253010449465e": 104, "1696006772108376e": 104, "9996393918991089": 104, "contenti": 105, "safe_teen": 105, "non_teen": 105, "caformer_s36_v0": 105, "9998493194580078": 105, "0378791052498855e": 105, "00012023092131130397": 105, "9790042638778687": 105, "0017522255657240748": 105, "01924353837966919": 105, "9998124241828918": 105, "19778298237361e": 105, "0001456339523429051": 105, "0008521362324245274": 105, "9989691972732544": 105, "00017870066221803427": 105, "0992944781901315e": 105, "9994398951530457": 105, "0004991036257706583": 105, "2035720727872103e": 105, "9994019269943237": 105, "0005460577667690814": 105, "0478151529678144e": 105, "524079147609882e": 105, "999934196472168": 105, "786742884898558e": 105, "653994154883549e": 105, "9998156428337097": 105, "0001218809193233028": 105, "00013706681784242392": 105, "9997410178184509": 105, "jpeg_trunc": 106, "2216614_truncat": 106, "imagefil": 106, "load_truncated_imag": 106, "ascii": 107, "metric": 107, "list_det_model": 107, "list_rec_model": 107, "sd": 107, "platform": [108, 109], "shutil": [108, 109], "cpuinfo": [108, 109], "psutil": [108, 109], "hbutil": [108, 109], "size_to_bytes_str": [108, 109], "python_implement": [108, 109], "python_vers": [108, 109], "brand": [108, 109], "get_cpu_info": [108, 109], "brand_raw": [108, 109], "cpu_count": [108, 109], "freq": [108, 109], "cpu_freq": [108, 109], "mhz": [108, 109], "virtual_memori": [108, 109], "precis": [108, 109], "ye": [108, 109], "nvidia": [108, 109], "smi": [108, 109], "1021": [108, 109], "azur": [108, 109], "x86_64": [108, 109], "glibc2": [108, 109], "cpython": [108, 109], "amd": [108, 109], "epyc": [108, 109], "7763": [108, 109], "3101": 108, "44025": 108, "615": [108, 109], "gib": [108, 109], "deploi": [108, 109], "action": [108, 109], "3112": 109, "9610000000002": 109, "imgutil": 110, "pypi": 110, "simpli": 110, "newest": 110, "git": 110, "script": 110, "__name__": 110, "__main__": 110, "narugo1992": 110, "still": 110, "out": 110, "io": 110, "html": 110, "faq": 111}, "objects": {"imgutils": [[1, 0, 0, "-", "ascii"], [2, 0, 0, "-", "config"], [9, 0, 0, "-", "data"], [19, 0, 0, "-", "detect"], [26, 0, 0, "-", "edge"], [33, 0, 0, "-", "generic"], [37, 0, 0, "-", "metadata"], [42, 0, 0, "-", "metrics"], [46, 0, 0, "-", "ocr"], [50, 0, 0, "-", "operate"], [54, 0, 0, "-", "pose"], [57, 0, 0, "-", "preprocess"], [62, 0, 0, "-", "resource"], [64, 0, 0, "-", "restore"], [67, 0, 0, "-", "sd"], [71, 0, 0, "-", "segment"], [78, 0, 0, "-", "tagging"], [85, 0, 0, "-", "upscale"], [88, 0, 0, "-", "utils"], [97, 0, 0, "-", "validate"]], "imgutils.ascii": [[0, 0, 0, "-", "drawing"]], "imgutils.ascii.drawing": [[0, 1, 1, "", "ascii_drawing"]], "imgutils.config": [[3, 0, 0, "-", "meta"]], "imgutils.config.meta": [[3, 2, 1, "", "__AUTHOR_EMAIL__"], [3, 2, 1, "", "__AUTHOR__"], [3, 2, 1, "", "__DESCRIPTION__"], [3, 2, 1, "", "__TITLE__"], [3, 2, 1, "", "__VERSION__"]], "imgutils.data": [[4, 0, 0, "-", "background"], [5, 0, 0, "-", "blob"], [6, 0, 0, "-", "decode"], [7, 0, 0, "-", "encode"], [8, 0, 0, "-", "image"], [10, 0, 0, "-", "layer"], [11, 0, 0, "-", "url"]], "imgutils.data.background": [[4, 1, 1, "", "grid_background"], [4, 1, 1, "", "grid_transparent"]], "imgutils.data.blob": [[5, 1, 1, "", "is_valid_image_blob_url"], [5, 1, 1, "", "load_image_from_blob_url"], [5, 1, 1, "", "to_blob_url"]], "imgutils.data.decode": [[6, 1, 1, "", "rgb_decode"]], "imgutils.data.encode": [[7, 1, 1, "", "rgb_encode"]], "imgutils.data.image": [[8, 1, 1, "", "has_alpha_channel"], [8, 1, 1, "", "load_image"], [8, 1, 1, "", "load_images"]], "imgutils.data.layer": [[10, 1, 1, "", "istack"]], "imgutils.data.url": [[11, 1, 1, "", "download_image_from_url"], [11, 1, 1, "", "is_http_url"]], "imgutils.detect": [[12, 0, 0, "-", "booru_yolo"], [13, 0, 0, "-", "censor"], [14, 0, 0, "-", "eye"], [15, 0, 0, "-", "face"], [16, 0, 0, "-", "halfbody"], [17, 0, 0, "-", "hand"], [18, 0, 0, "-", "head"], [20, 0, 0, "-", "nudenet"], [21, 0, 0, "-", "person"], [22, 0, 0, "-", "similarity"], [23, 0, 0, "-", "text"], [24, 0, 0, "-", "visual"]], "imgutils.detect.booru_yolo": [[12, 1, 1, "", "detect_with_booru_yolo"]], "imgutils.detect.censor": [[13, 1, 1, "", "detect_censors"]], "imgutils.detect.eye": [[14, 1, 1, "", "detect_eyes"]], "imgutils.detect.face": [[15, 1, 1, "", "detect_faces"]], "imgutils.detect.halfbody": [[16, 1, 1, "", "detect_halfbody"]], "imgutils.detect.hand": [[17, 1, 1, "", "detect_hands"]], "imgutils.detect.head": [[18, 1, 1, "", "detect_heads"]], "imgutils.detect.nudenet": [[20, 1, 1, "", "detect_with_nudenet"]], "imgutils.detect.person": [[21, 1, 1, "", "detect_person"]], "imgutils.detect.similarity": [[22, 1, 1, "", "bboxes_similarity"], [22, 1, 1, "", "calculate_iou"], [22, 1, 1, "", "detection_similarity"]], "imgutils.detect.text": [[23, 1, 1, "", "detect_text"]], "imgutils.detect.visual": [[24, 1, 1, "", "detection_visualize"]], "imgutils.edge": [[25, 0, 0, "-", "canny"], [27, 0, 0, "-", "lineart"], [28, 0, 0, "-", "lineart_anime"]], "imgutils.edge.canny": [[25, 1, 1, "", "edge_image_with_canny"], [25, 1, 1, "", "get_edge_by_canny"]], "imgutils.edge.lineart": [[27, 1, 1, "", "edge_image_with_lineart"], [27, 1, 1, "", "get_edge_by_lineart"]], "imgutils.edge.lineart_anime": [[28, 1, 1, "", "edge_image_with_lineart_anime"], [28, 1, 1, "", "get_edge_by_lineart_anime"]], "imgutils.generic": [[29, 0, 0, "-", "attachment"], [30, 0, 0, "-", "classify"], [31, 0, 0, "-", "clip"], [32, 0, 0, "-", "enhance"], [34, 0, 0, "-", "siglip"], [35, 0, 0, "-", "yolo"]], "imgutils.generic.attachment": [[29, 3, 1, "", "Attachment"], [29, 1, 1, "", "open_attachment"]], "imgutils.generic.attachment.Attachment": [[29, 4, 1, "", "__init__"], [29, 5, 1, "", "encoder_model"], [29, 4, 1, "", "predict"]], "imgutils.generic.classify": [[30, 3, 1, "", "ClassifyModel"], [30, 1, 1, "", "classify_predict"], [30, 1, 1, "", "classify_predict_fmt"], [30, 1, 1, "", "classify_predict_score"]], "imgutils.generic.classify.ClassifyModel": [[30, 4, 1, "", "__init__"], [30, 4, 1, "", "clear"], [30, 4, 1, "", "launch_demo"], [30, 4, 1, "", "make_ui"], [30, 4, 1, "", "predict"], [30, 4, 1, "", "predict_fmt"], [30, 4, 1, "", "predict_score"]], "imgutils.generic.clip": [[31, 3, 1, "", "CLIPModel"], [31, 1, 1, "", "clip_image_encode"], [31, 1, 1, "", "clip_predict"], [31, 1, 1, "", "clip_text_encode"]], "imgutils.generic.clip.CLIPModel": [[31, 4, 1, "", "__init__"], [31, 4, 1, "", "clear"], [31, 4, 1, "", "image_encode"], [31, 4, 1, "", "launch_demo"], [31, 4, 1, "", "make_ui"], [31, 4, 1, "", "predict"], [31, 4, 1, "", "text_encode"]], "imgutils.generic.enhance": [[32, 3, 1, "", "ImageEnhancer"]], "imgutils.generic.enhance.ImageEnhancer": [[32, 4, 1, "", "__init__"], [32, 4, 1, "", "process"]], "imgutils.generic.siglip": [[34, 3, 1, "", "SigLIPModel"], [34, 1, 1, "", "siglip_image_encode"], [34, 1, 1, "", "siglip_predict"], [34, 1, 1, "", "siglip_text_encode"]], "imgutils.generic.siglip.SigLIPModel": [[34, 4, 1, "", "__init__"], [34, 4, 1, "", "clear"], [34, 4, 1, "", "image_encode"], [34, 4, 1, "", "launch_demo"], [34, 4, 1, "", "make_ui"], [34, 4, 1, "", "predict"], [34, 4, 1, "", "text_encode"]], "imgutils.generic.yolo": [[35, 3, 1, "", "YOLOModel"], [35, 1, 1, "", "yolo_predict"]], "imgutils.generic.yolo.YOLOModel": [[35, 4, 1, "", "__init__"], [35, 4, 1, "", "clear"], [35, 4, 1, "", "launch_demo"], [35, 4, 1, "", "make_ui"], [35, 4, 1, "", "predict"]], "imgutils.metadata": [[36, 0, 0, "-", "geninfo"], [38, 0, 0, "-", "lsb"]], "imgutils.metadata.geninfo": [[36, 1, 1, "", "read_geninfo_exif"], [36, 1, 1, "", "read_geninfo_gif"], [36, 1, 1, "", "read_geninfo_parameters"], [36, 1, 1, "", "write_geninfo_exif"], [36, 1, 1, "", "write_geninfo_gif"], [36, 1, 1, "", "write_geninfo_parameters"]], "imgutils.metadata.lsb": [[38, 3, 1, "", "ImageLsbDataExtractor"], [38, 3, 1, "", "LSBExtractor"], [38, 3, 1, "", "LSBReadError"], [38, 1, 1, "", "inject_data"], [38, 1, 1, "", "read_lsb_metadata"], [38, 1, 1, "", "read_lsb_raw_bytes"], [38, 1, 1, "", "serialize_json"], [38, 1, 1, "", "serialize_pnginfo"], [38, 1, 1, "", "write_lsb_metadata"], [38, 1, 1, "", "write_lsb_raw_bytes"]], "imgutils.metadata.lsb.ImageLsbDataExtractor": [[38, 4, 1, "", "__init__"], [38, 4, 1, "", "extract_data"]], "imgutils.metadata.lsb.LSBExtractor": [[38, 4, 1, "", "__init__"], [38, 4, 1, "", "get_next_n_bytes"], [38, 4, 1, "", "get_one_byte"], [38, 4, 1, "", "read_32bit_integer"]], "imgutils.metrics": [[39, 0, 0, "-", "aesthetic"], [40, 0, 0, "-", "ccip"], [41, 0, 0, "-", "dbaesthetic"], [43, 0, 0, "-", "laplacian"], [44, 0, 0, "-", "lpips"], [45, 0, 0, "-", "psnr_"]], "imgutils.metrics.aesthetic": [[39, 1, 1, "", "get_aesthetic_score"]], "imgutils.metrics.ccip": [[40, 1, 1, "", "ccip_batch_differences"], [40, 1, 1, "", "ccip_batch_extract_features"], [40, 1, 1, "", "ccip_batch_same"], [40, 1, 1, "", "ccip_clustering"], [40, 1, 1, "", "ccip_default_clustering_params"], [40, 1, 1, "", "ccip_default_threshold"], [40, 1, 1, "", "ccip_difference"], [40, 1, 1, "", "ccip_extract_feature"], [40, 1, 1, "", "ccip_merge"], [40, 1, 1, "", "ccip_same"]], "imgutils.metrics.dbaesthetic": [[41, 1, 1, "", "anime_dbaesthetic"]], "imgutils.metrics.laplacian": [[43, 1, 1, "", "laplacian_score"]], "imgutils.metrics.lpips": [[44, 1, 1, "", "lpips_clustering"], [44, 1, 1, "", "lpips_difference"], [44, 1, 1, "", "lpips_extract_feature"]], "imgutils.metrics.psnr_": [[45, 1, 1, "", "psnr"]], "imgutils.ocr": [[46, 1, 1, "", "detect_text_with_ocr"], [46, 1, 1, "", "list_det_models"], [46, 1, 1, "", "list_rec_models"], [46, 1, 1, "", "ocr"]], "imgutils.operate": [[47, 0, 0, "-", "align"], [48, 0, 0, "-", "censor_"], [49, 0, 0, "-", "imgcensor"], [51, 0, 0, "-", "squeeze"]], "imgutils.operate.align": [[47, 1, 1, "", "align_maxsize"]], "imgutils.operate.censor_": [[48, 3, 1, "", "BaseCensor"], [48, 3, 1, "", "BlurCensor"], [48, 3, 1, "", "ColorCensor"], [48, 3, 1, "", "PixelateCensor"], [48, 1, 1, "", "censor_areas"], [48, 1, 1, "", "censor_nsfw"], [48, 1, 1, "", "register_censor_method"]], "imgutils.operate.censor_.BaseCensor": [[48, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.BlurCensor": [[48, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.ColorCensor": [[48, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.PixelateCensor": [[48, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor": [[49, 3, 1, "", "EmojiBasedCensor"], [49, 3, 1, "", "ImageBasedCensor"], [49, 3, 1, "", "SingleImage"]], "imgutils.operate.imgcensor.EmojiBasedCensor": [[49, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor.ImageBasedCensor": [[49, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor.SingleImage": [[49, 4, 1, "", "__init__"], [49, 4, 1, "", "find_for_area"], [49, 5, 1, "", "height"], [49, 5, 1, "", "width"]], "imgutils.operate.squeeze": [[51, 1, 1, "", "squeeze"], [51, 1, 1, "", "squeeze_with_transparency"]], "imgutils.pose": [[52, 0, 0, "-", "dwpose"], [53, 0, 0, "-", "format"], [55, 0, 0, "-", "visual"]], "imgutils.pose.dwpose": [[52, 1, 1, "", "dwpose_estimate"]], "imgutils.pose.format": [[53, 3, 1, "", "OP18KeyPointSet"], [53, 2, 1, "", "OP18_BODY_MAX"], [53, 2, 1, "", "OP18_BODY_MIN"], [53, 2, 1, "", "OP18_FACE_MAX"], [53, 2, 1, "", "OP18_FACE_MIN"], [53, 2, 1, "", "OP18_LEFT_FOOT_MAX"], [53, 2, 1, "", "OP18_LEFT_FOOT_MIN"], [53, 2, 1, "", "OP18_LEFT_HAND_MAX"], [53, 2, 1, "", "OP18_LEFT_HAND_MIN"], [53, 2, 1, "", "OP18_RIGHT_FOOT_MAX"], [53, 2, 1, "", "OP18_RIGHT_FOOT_MIN"], [53, 2, 1, "", "OP18_RIGHT_HAND_MAX"], [53, 2, 1, "", "OP18_RIGHT_HAND_MIN"], [53, 6, 1, "", "OpenPose18"]], "imgutils.pose.format.OP18KeyPointSet": [[53, 4, 1, "", "__init__"], [53, 4, 1, "", "__mul__"], [53, 4, 1, "", "__truediv__"], [53, 5, 1, "", "body"], [53, 5, 1, "", "face"], [53, 5, 1, "", "left_foot"], [53, 5, 1, "", "left_hand"], [53, 5, 1, "", "right_foot"], [53, 5, 1, "", "right_hand"]], "imgutils.pose.format.OpenPose18": [[53, 7, 1, "", "LEFT_ANKLE"], [53, 7, 1, "", "LEFT_BIG_TOE"], [53, 7, 1, "", "LEFT_EAR"], [53, 7, 1, "", "LEFT_ELBOW"], [53, 7, 1, "", "LEFT_EYE"], [53, 7, 1, "", "LEFT_HEEL"], [53, 7, 1, "", "LEFT_HIP"], [53, 7, 1, "", "LEFT_KNEE"], [53, 7, 1, "", "LEFT_SHOULDER"], [53, 7, 1, "", "LEFT_SMALL_TOE"], [53, 7, 1, "", "LEFT_WRIST"], [53, 7, 1, "", "NECK"], [53, 7, 1, "", "NOSE"], [53, 7, 1, "", "RIGHT_ANKLE"], [53, 7, 1, "", "RIGHT_BIG_TOE"], [53, 7, 1, "", "RIGHT_EAR"], [53, 7, 1, "", "RIGHT_ELBOW"], [53, 7, 1, "", "RIGHT_EYE"], [53, 7, 1, "", "RIGHT_HEEL"], [53, 7, 1, "", "RIGHT_HIP"], [53, 7, 1, "", "RIGHT_KNEE"], [53, 7, 1, "", "RIGHT_SHOULDER"], [53, 7, 1, "", "RIGHT_SMALL_TOE"], [53, 7, 1, "", "RIGHT_WRIST"]], "imgutils.pose.visual": [[55, 1, 1, "", "op18_visualize"]], "imgutils.preprocess": [[56, 0, 0, "-", "base"], [58, 0, 0, "-", "pillow"], [59, 0, 0, "-", "torchvision"], [60, 0, 0, "-", "transformers"]], "imgutils.preprocess.base": [[56, 3, 1, "", "NotParseTarget"]], "imgutils.preprocess.pillow": [[58, 1, 1, "", "create_pillow_transforms"], [58, 1, 1, "", "parse_pillow_transforms"], [58, 1, 1, "", "register_pillow_parse"], [58, 1, 1, "", "register_pillow_transform"]], "imgutils.preprocess.torchvision": [[59, 1, 1, "", "create_torchvision_transforms"], [59, 1, 1, "", "parse_torchvision_transforms"], [59, 1, 1, "", "register_torchvision_parse"], [59, 1, 1, "", "register_torchvision_transform"]], "imgutils.preprocess.transformers": [[60, 3, 1, "", "NotProcessorTypeError"], [60, 1, 1, "", "convert_to_size_dict"], [60, 1, 1, "", "create_bit_transforms"], [60, 1, 1, "", "create_blip_transforms"], [60, 1, 1, "", "create_clip_transforms"], [60, 1, 1, "", "create_convnext_transforms"], [60, 1, 1, "", "create_mobilenetv2_transforms"], [60, 1, 1, "", "create_siglip_transforms"], [60, 1, 1, "", "create_transforms_from_bit_processor"], [60, 1, 1, "", "create_transforms_from_blip_processor"], [60, 1, 1, "", "create_transforms_from_clip_processor"], [60, 1, 1, "", "create_transforms_from_convnext_processor"], [60, 1, 1, "", "create_transforms_from_mobilenetv2_processor"], [60, 1, 1, "", "create_transforms_from_siglip_processor"], [60, 1, 1, "", "create_transforms_from_transformers"], [60, 1, 1, "", "create_transforms_from_vit_processor"], [60, 1, 1, "", "create_vit_transforms"], [60, 1, 1, "", "get_size_dict"], [60, 1, 1, "", "is_valid_size_dict"], [60, 1, 1, "", "register_creators_for_transformers"]], "imgutils.resource": [[61, 0, 0, "-", "background"]], "imgutils.resource.background": [[61, 3, 1, "", "BackgroundImageSet"], [61, 1, 1, "", "get_bg_image"], [61, 1, 1, "", "get_bg_image_file"], [61, 1, 1, "", "list_bg_image_files"], [61, 1, 1, "", "random_bg_image"], [61, 1, 1, "", "random_bg_image_file"]], "imgutils.resource.background.BackgroundImageSet": [[61, 4, 1, "", "__init__"], [61, 4, 1, "", "get_image"], [61, 4, 1, "", "get_image_file"], [61, 4, 1, "", "list_image_files"], [61, 4, 1, "", "random_image"], [61, 4, 1, "", "random_image_file"]], "imgutils.restore": [[63, 0, 0, "-", "adversarial"], [65, 0, 0, "-", "nafnet"], [66, 0, 0, "-", "scunet"]], "imgutils.restore.adversarial": [[63, 1, 1, "", "remove_adversarial_noise"]], "imgutils.restore.nafnet": [[65, 1, 1, "", "restore_with_nafnet"]], "imgutils.restore.scunet": [[66, 1, 1, "", "restore_with_scunet"]], "imgutils.sd": [[68, 0, 0, "-", "metadata"], [69, 0, 0, "-", "model"], [70, 0, 0, "-", "nai"]], "imgutils.sd.metadata": [[68, 3, 1, "", "SDMetaData"], [68, 1, 1, "", "get_sdmeta_from_image"], [68, 1, 1, "", "parse_sdmeta_from_text"], [68, 1, 1, "", "save_image_with_sdmeta"]], "imgutils.sd.metadata.SDMetaData": [[68, 4, 1, "", "__str__"], [68, 5, 1, "", "pnginfo"], [68, 5, 1, "", "text"]], "imgutils.sd.model": [[69, 1, 1, "", "read_metadata"], [69, 1, 1, "", "save_with_metadata"]], "imgutils.sd.nai": [[70, 3, 1, "", "NAIMetaData"], [70, 3, 1, "", "NAIMetadata"], [70, 1, 1, "", "add_naimeta_to_image"], [70, 1, 1, "", "get_naimeta_from_image"], [70, 1, 1, "", "save_image_with_naimeta"]], "imgutils.sd.nai.NAIMetaData": [[70, 4, 1, "", "__init__"], [70, 5, 1, "", "pnginfo"]], "imgutils.segment": [[72, 0, 0, "-", "isnetis"]], "imgutils.segment.isnetis": [[72, 1, 1, "", "get_isnetis_mask"], [72, 1, 1, "", "segment_rgba_with_isnetis"], [72, 1, 1, "", "segment_with_isnetis"]], "imgutils.tagging": [[73, 0, 0, "-", "blacklist"], [74, 0, 0, "-", "character"], [75, 0, 0, "-", "deepdanbooru"], [76, 0, 0, "-", "deepgelbooru"], [77, 0, 0, "-", "format"], [79, 0, 0, "-", "match"], [80, 0, 0, "-", "mldanbooru"], [81, 0, 0, "-", "order"], [82, 0, 0, "-", "overlap"], [83, 0, 0, "-", "wd14"]], "imgutils.tagging.blacklist": [[73, 1, 1, "", "drop_blacklisted_tags"], [73, 1, 1, "", "is_blacklisted"]], "imgutils.tagging.character": [[74, 2, 1, "", "CHAR_PREFIXES"], [74, 2, 1, "", "CHAR_SUFFIXES"], [74, 2, 1, "", "CHAR_WHITELIST_PREFIX"], [74, 2, 1, "", "CHAR_WHITELIST_SUFFIX"], [74, 2, 1, "", "CHAR_WHITELIST_WORD"], [74, 3, 1, "", "CharacterTagPool"], [74, 1, 1, "", "drop_basic_character_tags"], [74, 1, 1, "", "is_basic_character_tag"]], "imgutils.tagging.character.CharacterTagPool": [[74, 4, 1, "", "__init__"], [74, 4, 1, "", "drop_basic_character_tags"], [74, 4, 1, "", "is_basic_character_tag"]], "imgutils.tagging.deepdanbooru": [[75, 1, 1, "", "get_deepdanbooru_tags"]], "imgutils.tagging.deepgelbooru": [[76, 1, 1, "", "get_deepgelbooru_tags"]], "imgutils.tagging.format": [[77, 1, 1, "", "add_underline"], [77, 1, 1, "", "remove_underline"], [77, 1, 1, "", "tags_to_text"]], "imgutils.tagging.match": [[79, 1, 1, "", "tag_match_full"], [79, 1, 1, "", "tag_match_prefix"], [79, 1, 1, "", "tag_match_suffix"]], "imgutils.tagging.mldanbooru": [[80, 1, 1, "", "get_mldanbooru_tags"]], "imgutils.tagging.order": [[81, 1, 1, "", "sort_tags"]], "imgutils.tagging.overlap": [[82, 1, 1, "", "drop_overlap_tags"]], "imgutils.tagging.wd14": [[83, 1, 1, "", "convert_wd14_emb_to_prediction"], [83, 1, 1, "", "denormalize_wd14_emb"], [83, 1, 1, "", "get_wd14_tags"]], "imgutils.upscale": [[84, 0, 0, "-", "cdc"]], "imgutils.upscale.cdc": [[84, 1, 1, "", "upscale_with_cdc"]], "imgutils.utils": [[86, 0, 0, "-", "cache"], [87, 0, 0, "-", "func"], [89, 0, 0, "-", "onnxruntime"]], "imgutils.utils.cache": [[86, 1, 1, "", "ts_lru_cache"]], "imgutils.utils.func": [[87, 1, 1, "", "sigmoid"]], "imgutils.utils.onnxruntime": [[89, 1, 1, "", "get_onnx_provider"], [89, 1, 1, "", "open_onnx_model"]], "imgutils.validate": [[90, 0, 0, "-", "aicheck"], [91, 0, 0, "-", "bangumi_char"], [92, 0, 0, "-", "classify"], [93, 0, 0, "-", "color"], [94, 0, 0, "-", "completeness"], [95, 0, 0, "-", "dbrating"], [96, 0, 0, "-", "furry"], [98, 0, 0, "-", "monochrome"], [99, 0, 0, "-", "nsfw"], [100, 0, 0, "-", "portrait"], [101, 0, 0, "-", "rating"], [102, 0, 0, "-", "real"], [103, 0, 0, "-", "safe"], [104, 0, 0, "-", "style_age"], [105, 0, 0, "-", "teen"], [106, 0, 0, "-", "truncate"]], "imgutils.validate.aicheck": [[90, 1, 1, "", "get_ai_created_score"], [90, 1, 1, "", "is_ai_created"]], "imgutils.validate.bangumi_char": [[91, 1, 1, "", "anime_bangumi_char"], [91, 1, 1, "", "anime_bangumi_char_score"]], "imgutils.validate.classify": [[92, 1, 1, "", "anime_classify"], [92, 1, 1, "", "anime_classify_score"]], "imgutils.validate.color": [[93, 1, 1, "", "is_greyscale"]], "imgutils.validate.completeness": [[94, 1, 1, "", "anime_completeness"], [94, 1, 1, "", "anime_completeness_score"]], "imgutils.validate.dbrating": [[95, 1, 1, "", "anime_dbrating"], [95, 1, 1, "", "anime_dbrating_score"]], "imgutils.validate.furry": [[96, 1, 1, "", "anime_furry"], [96, 1, 1, "", "anime_furry_score"]], "imgutils.validate.monochrome": [[98, 1, 1, "", "get_monochrome_score"], [98, 1, 1, "", "is_monochrome"]], "imgutils.validate.nsfw": [[99, 1, 1, "", "nsfw_pred"], [99, 1, 1, "", "nsfw_pred_score"]], "imgutils.validate.portrait": [[100, 1, 1, "", "anime_portrait"], [100, 1, 1, "", "anime_portrait_score"]], "imgutils.validate.rating": [[101, 1, 1, "", "anime_rating"], [101, 1, 1, "", "anime_rating_score"]], "imgutils.validate.real": [[102, 1, 1, "", "anime_real"], [102, 1, 1, "", "anime_real_score"]], "imgutils.validate.safe": [[103, 1, 1, "", "safe_check"], [103, 1, 1, "", "safe_check_score"]], "imgutils.validate.style_age": [[104, 1, 1, "", "anime_style_age"], [104, 1, 1, "", "anime_style_age_score"]], "imgutils.validate.teen": [[105, 1, 1, "", "anime_teen"], [105, 1, 1, "", "anime_teen_score"]], "imgutils.validate.truncate": [[106, 1, 1, "", "is_truncated_file"]]}, "objtypes": {"0": "py:module", "1": "py:function", "2": "py:data", "3": "py:class", "4": "py:method", "5": "py:property", "6": "py:enum", "7": "py:attribute"}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "function", "Python function"], "2": ["py", "data", "Python data"], "3": ["py", "class", "Python class"], "4": ["py", "method", "Python method"], "5": ["py", "property", "Python property"], "6": ["py", "enum", "Python enum"], "7": ["py", "attribute", "Python attribute"]}, "titleterms": {"imgutil": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107], "ascii": [0, 1], "draw": 0, "ascii_draw": 0, "config": [2, 3], "meta": 3, "__title__": 3, "__version__": 3, "__description__": 3, "__author__": 3, "__author_email__": 3, "data": [4, 5, 6, 7, 8, 9, 10, 11], "background": [4, 61], "grid_background": 4, "grid_transpar": 4, "blob": 5, "to_blob_url": 5, "load_image_from_blob_url": 5, "is_valid_image_blob_url": 5, "decod": 6, "rgb_decod": 6, "encod": 7, "rgb_encod": 7, "imag": 8, "load_imag": 8, "has_alpha_channel": 8, "layer": 10, "istack": 10, "url": 11, "download_image_from_url": 11, "is_http_url": 11, "detect": [12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24], "booru_yolo": 12, "model": [12, 69], "label": 12, "descript": 12, "avail": 12, "pp": 12, "seri": 12, "AS": 12, "aa": 12, "detect_with_booru_yolo": 12, "censor": 13, "detect_censor": 13, "ey": 14, "detect_ey": 14, "face": 15, "detect_fac": 15, "halfbodi": 16, "detect_halfbodi": 16, "hand": 17, "detect_hand": 17, "head": 18, "detect_head": 18, "nudenet": 20, "detect_with_nudenet": 20, "person": 21, "detect_person": 21, "similar": 22, "calculate_i": 22, "bboxes_similar": 22, "detection_similar": 22, "text": 23, "detect_text": 23, "visual": [24, 55], "detection_visu": 24, "edg": [25, 26, 27, 28], "canni": 25, "get_edge_by_canni": 25, "edge_image_with_canni": 25, "lineart": 27, "get_edge_by_lineart": 27, "edge_image_with_lineart": 27, "lineart_anim": 28, "get_edge_by_lineart_anim": 28, "edge_image_with_lineart_anim": 28, "gener": [29, 30, 31, 32, 33, 34, 35], "attach": 29, "open_attach": 29, "classifi": [30, 92], "classifymodel": 30, "classify_predict_scor": 30, "classify_predict": 30, "classify_predict_fmt": 30, "clip": 31, "clipmodel": 31, "clip_image_encod": 31, "clip_text_encod": 31, "clip_predict": 31, "enhanc": 32, "imageenhanc": 32, "siglip": 34, "siglipmodel": 34, "siglip_image_encod": 34, "siglip_text_encod": 34, "siglip_predict": 34, "yolo": 35, "yolomodel": 35, "yolo_predict": 35, "metadata": [36, 37, 38, 68], "geninfo": 36, "read_geninfo_paramet": 36, "read_geninfo_exif": 36, "read_geninfo_gif": 36, "write_geninfo_paramet": 36, "write_geninfo_exif": 36, "write_geninfo_gif": 36, "lsb": 38, "read_lsb_raw_byt": 38, "read_lsb_metadata": 38, "write_lsb_raw_byt": 38, "write_lsb_metadata": 38, "lsbreaderror": 38, "lsbextractor": 38, "imagelsbdataextractor": 38, "serialize_pnginfo": 38, "serialize_json": 38, "inject_data": 38, "metric": [39, 40, 41, 42, 43, 44, 45], "aesthet": 39, "get_aesthetic_scor": 39, "ccip": 40, "ccip_extract_featur": 40, "ccip_batch_extract_featur": 40, "ccip_default_threshold": 40, "ccip_differ": 40, "ccip_sam": 40, "ccip_batch_differ": 40, "ccip_batch_sam": 40, "ccip_default_clustering_param": 40, "ccip_clust": 40, "ccip_merg": 40, "dbaesthet": 41, "anime_dbaesthet": 41, "laplacian": 43, "laplacian_scor": 43, "lpip": 44, "lpips_extract_featur": 44, "lpips_differ": 44, "lpips_clust": 44, "psnr_": 45, "psnr": 45, "ocr": 46, "detect_text_with_ocr": 46, "list_det_model": 46, "list_rec_model": 46, "oper": [47, 48, 49, 50, 51], "align": 47, "align_maxs": 47, "censor_": 48, "censor_area": 48, "censor_nsfw": 48, "basecensor": 48, "colorcensor": 48, "blurcensor": 48, "pixelatecensor": 48, "register_censor_method": 48, "imgcensor": 49, "imagebasedcensor": 49, "emojibasedcensor": 49, "singleimag": 49, "squeez": 51, "squeeze_with_transpar": 51, "pose": [52, 53, 54, 55], "dwpose": 52, "dwpose_estim": 52, "format": [53, 77], "op18keypointset": 53, "openpose18": 53, "op18_body_max": 53, "op18_body_min": 53, "op18_face_max": 53, "op18_face_min": 53, "op18_left_foot_max": 53, "op18_left_foot_min": 53, "op18_left_hand_max": 53, "op18_left_hand_min": 53, "op18_right_foot_max": 53, "op18_right_foot_min": 53, "op18_right_hand_max": 53, "op18_right_hand_min": 53, "op18_visu": 55, "preprocess": [56, 57, 58, 59, 60], "base": 56, "notparsetarget": 56, "pillow": 58, "register_pillow_transform": 58, "register_pillow_pars": 58, "create_pillow_transform": 58, "parse_pillow_transform": 58, "torchvis": 59, "register_torchvision_transform": 59, "register_torchvision_pars": 59, "create_torchvision_transform": 59, "parse_torchvision_transform": 59, "transform": 60, "register_creators_for_transform": 60, "notprocessortypeerror": 60, "create_transforms_from_transform": 60, "is_valid_size_dict": 60, "convert_to_size_dict": 60, "get_size_dict": 60, "create_clip_transform": 60, "create_transforms_from_clip_processor": 60, "create_convnext_transform": 60, "create_transforms_from_convnext_processor": 60, "create_vit_transform": 60, "create_transforms_from_vit_processor": 60, "create_siglip_transform": 60, "create_transforms_from_siglip_processor": 60, "create_bit_transform": 60, "create_transforms_from_bit_processor": 60, "create_blip_transform": 60, "create_transforms_from_blip_processor": 60, "create_mobilenetv2_transform": 60, "create_transforms_from_mobilenetv2_processor": 60, "resourc": [61, 62], "backgroundimageset": 61, "list_bg_image_fil": 61, "get_bg_image_fil": 61, "get_bg_imag": 61, "random_bg_image_fil": 61, "random_bg_imag": 61, "restor": [63, 64, 65, 66], "adversari": 63, "remove_adversarial_nois": 63, "nafnet": 65, "restore_with_nafnet": 65, "scunet": 66, "restore_with_scunet": 66, "sd": [67, 68, 69, 70], "sdmetadata": 68, "parse_sdmeta_from_text": 68, "get_sdmeta_from_imag": 68, "save_image_with_sdmeta": 68, "read_metadata": 69, "save_with_metadata": 69, "nai": 70, "naimetadata": 70, "get_naimeta_from_imag": 70, "add_naimeta_to_imag": 70, "save_image_with_naimeta": 70, "segment": [71, 72], "isneti": 72, "get_isnetis_mask": 72, "segment_with_isneti": 72, "segment_rgba_with_isneti": 72, "tag": [73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83], "blacklist": 73, "is_blacklist": 73, "drop_blacklisted_tag": 73, "charact": 74, "char_whitelist_suffix": 74, "char_whitelist_prefix": 74, "char_whitelist_word": 74, "char_suffix": 74, "char_prefix": 74, "charactertagpool": 74, "is_basic_character_tag": 74, "drop_basic_character_tag": 74, "deepdanbooru": 75, "get_deepdanbooru_tag": 75, "deepgelbooru": 76, "get_deepgelbooru_tag": 76, "add_underlin": 77, "remove_underlin": 77, "tags_to_text": 77, "match": 79, "tag_match_suffix": 79, "tag_match_prefix": 79, "tag_match_ful": 79, "mldanbooru": 80, "get_mldanbooru_tag": 80, "order": 81, "sort_tag": 81, "overlap": 82, "drop_overlap_tag": 82, "wd14": 83, "get_wd14_tag": 83, "convert_wd14_emb_to_predict": 83, "denormalize_wd14_emb": 83, "upscal": [84, 85], "cdc": 84, "upscale_with_cdc": 84, "util": [86, 87, 88, 89], "cach": 86, "ts_lru_cach": 86, "func": 87, "sigmoid": 87, "onnxruntim": 89, "get_onnx_provid": 89, "open_onnx_model": 89, "valid": [90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106], "aicheck": 90, "get_ai_created_scor": 90, "is_ai_cr": 90, "bangumi_char": 91, "anime_bangumi_char_scor": 91, "anime_bangumi_char": 91, "anime_classify_scor": 92, "anime_classifi": 92, "color": 93, "is_greyscal": 93, "complet": 94, "anime_completeness_scor": 94, "anime_complet": 94, "dbrate": 95, "anime_dbrating_scor": 95, "anime_dbr": 95, "furri": 96, "anime_furry_scor": 96, "anime_furri": 96, "monochrom": 98, "get_monochrome_scor": 98, "is_monochrom": 98, "nsfw": 99, "nsfw_pred_scor": 99, "nsfw_pred": 99, "portrait": 100, "anime_portrait_scor": 100, "anime_portrait": 100, "rate": 101, "anime_rating_scor": 101, "anime_r": [101, 102], "real": 102, "anime_real_scor": 102, "safe": 103, "safe_check_scor": 103, "safe_check": 103, "style_ag": 104, "anime_style_age_scor": 104, "anime_style_ag": 104, "teen": 105, "anime_teen_scor": 105, "anime_teen": 105, "truncat": 106, "is_truncated_fil": 106, "welcom": 107, "": 107, "document": 107, "overview": 107, "tutori": 107, "inform": [107, 108, 109], "api": 107, "run": [108, 109], "environ": [108, 109], "instal": 110, "quick": 111, "start": 111}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.viewcode": 1, "sphinx.ext.todo": 2, "nbsphinx": 4, "sphinx": 58}, "alltitles": {"imgutils.ascii.drawing": [[0, "module-imgutils.ascii.drawing"]], "ascii_drawing": [[0, "ascii-drawing"]], "imgutils.ascii": [[1, "module-imgutils.ascii"]], "imgutils.config": [[2, "module-imgutils.config"]], "imgutils.config.meta": [[3, "module-imgutils.config.meta"]], "__TITLE__": [[3, "title"]], "__VERSION__": [[3, "version"]], "__DESCRIPTION__": [[3, "description"]], "__AUTHOR__": [[3, "author"]], "__AUTHOR_EMAIL__": [[3, "author-email"]], "imgutils.data.background": [[4, "module-imgutils.data.background"]], "grid_background": [[4, "grid-background"]], "grid_transparent": [[4, "grid-transparent"]], "imgutils.data.blob": [[5, "module-imgutils.data.blob"]], "to_blob_url": [[5, "to-blob-url"]], "load_image_from_blob_url": [[5, "load-image-from-blob-url"]], "is_valid_image_blob_url": [[5, "is-valid-image-blob-url"]], "imgutils.data.decode": [[6, "module-imgutils.data.decode"]], "rgb_decode": [[6, "rgb-decode"]], "imgutils.data.encode": [[7, "module-imgutils.data.encode"]], "rgb_encode": [[7, "rgb-encode"]], "imgutils.data.image": [[8, "module-imgutils.data.image"]], "load_image": [[8, "load-image"]], "load_images": [[8, "load-images"]], "has_alpha_channel": [[8, "has-alpha-channel"]], "imgutils.data": [[9, "module-imgutils.data"]], "imgutils.data.layer": [[10, "module-imgutils.data.layer"]], "istack": [[10, "istack"]], "imgutils.data.url": [[11, "module-imgutils.data.url"]], "download_image_from_url": [[11, "download-image-from-url"]], "is_http_url": [[11, "is-http-url"]], "imgutils.detect.booru_yolo": [[12, "module-imgutils.detect.booru_yolo"]], "Model Labels and Descriptions": [[12, "id1"]], "Available Models (PP Series)": [[12, "id2"]], "Available Models (AS Series)": [[12, "id3"]], "Available Models (AA Series)": [[12, "id4"]], "detect_with_booru_yolo": [[12, "detect-with-booru-yolo"]], "imgutils.detect.censor": [[13, "module-imgutils.detect.censor"]], "detect_censors": [[13, "detect-censors"]], "imgutils.detect.eye": [[14, "module-imgutils.detect.eye"]], "detect_eyes": [[14, "detect-eyes"]], "imgutils.detect.face": [[15, "module-imgutils.detect.face"]], "detect_faces": [[15, "detect-faces"]], "imgutils.detect.halfbody": [[16, "module-imgutils.detect.halfbody"]], "detect_halfbody": [[16, "detect-halfbody"]], "imgutils.detect.hand": [[17, "module-imgutils.detect.hand"]], "detect_hands": [[17, "detect-hands"]], "imgutils.detect.head": [[18, "module-imgutils.detect.head"]], "detect_heads": [[18, "detect-heads"]], "imgutils.detect": [[19, "module-imgutils.detect"]], "imgutils.detect.nudenet": [[20, "module-imgutils.detect.nudenet"]], "detect_with_nudenet": [[20, "detect-with-nudenet"]], "imgutils.detect.person": [[21, "module-imgutils.detect.person"]], "detect_person": [[21, "detect-person"]], "imgutils.detect.similarity": [[22, "module-imgutils.detect.similarity"]], "calculate_iou": [[22, "calculate-iou"]], "bboxes_similarity": [[22, "bboxes-similarity"]], "detection_similarity": [[22, "detection-similarity"]], "imgutils.detect.text": [[23, "module-imgutils.detect.text"]], "detect_text": [[23, "detect-text"]], "imgutils.detect.visual": [[24, "module-imgutils.detect.visual"]], "detection_visualize": [[24, "detection-visualize"]], "imgutils.edge.canny": [[25, "module-imgutils.edge.canny"]], "get_edge_by_canny": [[25, "get-edge-by-canny"]], "edge_image_with_canny": [[25, "edge-image-with-canny"]], "imgutils.edge": [[26, "module-imgutils.edge"]], "imgutils.edge.lineart": [[27, "module-imgutils.edge.lineart"]], "get_edge_by_lineart": [[27, "get-edge-by-lineart"]], "edge_image_with_lineart": [[27, "edge-image-with-lineart"]], "imgutils.edge.lineart_anime": [[28, "module-imgutils.edge.lineart_anime"]], "get_edge_by_lineart_anime": [[28, "get-edge-by-lineart-anime"]], "edge_image_with_lineart_anime": [[28, "edge-image-with-lineart-anime"]], "imgutils.generic.attachment": [[29, "module-imgutils.generic.attachment"]], "Attachment": [[29, "attachment"]], "open_attachment": [[29, "open-attachment"]], "imgutils.generic.classify": [[30, "module-imgutils.generic.classify"]], "ClassifyModel": [[30, "classifymodel"]], "classify_predict_score": [[30, "classify-predict-score"]], "classify_predict": [[30, "classify-predict"]], "classify_predict_fmt": [[30, "classify-predict-fmt"]], "imgutils.generic.clip": [[31, "module-imgutils.generic.clip"]], "CLIPModel": [[31, "clipmodel"]], "clip_image_encode": [[31, "clip-image-encode"]], "clip_text_encode": [[31, "clip-text-encode"]], "clip_predict": [[31, "clip-predict"]], "imgutils.generic.enhance": [[32, "module-imgutils.generic.enhance"]], "ImageEnhancer": [[32, "imageenhancer"]], "imgutils.generic": [[33, "module-imgutils.generic"]], "imgutils.generic.siglip": [[34, "module-imgutils.generic.siglip"]], "SigLIPModel": [[34, "siglipmodel"]], "siglip_image_encode": [[34, "siglip-image-encode"]], "siglip_text_encode": [[34, "siglip-text-encode"]], "siglip_predict": [[34, "siglip-predict"]], "imgutils.generic.yolo": [[35, "module-imgutils.generic.yolo"]], "YOLOModel": [[35, "yolomodel"]], "yolo_predict": [[35, "yolo-predict"]], "imgutils.metadata.geninfo": [[36, "module-imgutils.metadata.geninfo"]], "read_geninfo_parameters": [[36, "read-geninfo-parameters"]], "read_geninfo_exif": [[36, "read-geninfo-exif"]], "read_geninfo_gif": [[36, "read-geninfo-gif"]], "write_geninfo_parameters": [[36, "write-geninfo-parameters"]], "write_geninfo_exif": [[36, "write-geninfo-exif"]], "write_geninfo_gif": [[36, "write-geninfo-gif"]], "imgutils.metadata": [[37, "module-imgutils.metadata"]], "imgutils.metadata.lsb": [[38, "module-imgutils.metadata.lsb"]], "read_lsb_raw_bytes": [[38, "read-lsb-raw-bytes"]], "read_lsb_metadata": [[38, "read-lsb-metadata"]], "write_lsb_raw_bytes": [[38, "write-lsb-raw-bytes"]], "write_lsb_metadata": [[38, "write-lsb-metadata"]], "LSBReadError": [[38, "lsbreaderror"]], "LSBExtractor": [[38, "lsbextractor"]], "ImageLsbDataExtractor": [[38, "imagelsbdataextractor"]], "serialize_pnginfo": [[38, "serialize-pnginfo"]], "serialize_json": [[38, "serialize-json"]], "inject_data": [[38, "inject-data"]], "imgutils.metrics.aesthetic": [[39, "module-imgutils.metrics.aesthetic"]], "get_aesthetic_score": [[39, "get-aesthetic-score"]], "imgutils.metrics.ccip": [[40, "module-imgutils.metrics.ccip"]], "ccip_extract_feature": [[40, "ccip-extract-feature"]], "ccip_batch_extract_features": [[40, "ccip-batch-extract-features"]], "ccip_default_threshold": [[40, "ccip-default-threshold"]], "ccip_difference": [[40, "ccip-difference"]], "ccip_same": [[40, "ccip-same"]], "ccip_batch_differences": [[40, "ccip-batch-differences"]], "ccip_batch_same": [[40, "ccip-batch-same"]], "ccip_default_clustering_params": [[40, "ccip-default-clustering-params"]], "ccip_clustering": [[40, "ccip-clustering"]], "ccip_merge": [[40, "ccip-merge"]], "imgutils.metrics.dbaesthetic": [[41, "module-imgutils.metrics.dbaesthetic"]], "anime_dbaesthetic": [[41, "anime-dbaesthetic"]], "imgutils.metrics": [[42, "module-imgutils.metrics"]], "imgutils.metrics.laplacian": [[43, "module-imgutils.metrics.laplacian"]], "laplacian_score": [[43, "laplacian-score"]], "imgutils.metrics.lpips": [[44, "module-imgutils.metrics.lpips"]], "lpips_extract_feature": [[44, "lpips-extract-feature"]], "lpips_difference": [[44, "lpips-difference"]], "lpips_clustering": [[44, "lpips-clustering"]], "imgutils.metrics.psnr_": [[45, "module-imgutils.metrics.psnr_"]], "psnr": [[45, "id1"]], "imgutils.ocr": [[46, "module-imgutils.ocr"]], "detect_text_with_ocr": [[46, "detect-text-with-ocr"]], "ocr": [[46, "ocr"]], "list_det_models": [[46, "list-det-models"]], "list_rec_models": [[46, "list-rec-models"]], "imgutils.operate.align": [[47, "module-imgutils.operate.align"]], "align_maxsize": [[47, "align-maxsize"]], "imgutils.operate.censor_": [[48, "module-imgutils.operate.censor_"]], "censor_areas": [[48, "censor-areas"]], "censor_nsfw": [[48, "censor-nsfw"]], "BaseCensor": [[48, "basecensor"]], "ColorCensor": [[48, "colorcensor"]], "BlurCensor": [[48, "blurcensor"]], "PixelateCensor": [[48, "pixelatecensor"]], "register_censor_method": [[48, "register-censor-method"]], "imgutils.operate.imgcensor": [[49, "module-imgutils.operate.imgcensor"]], "ImageBasedCensor": [[49, "imagebasedcensor"]], "EmojiBasedCensor": [[49, "emojibasedcensor"]], "SingleImage": [[49, "singleimage"]], "imgutils.operate": [[50, "module-imgutils.operate"]], "imgutils.operate.squeeze": [[51, "module-imgutils.operate.squeeze"]], "squeeze": [[51, "squeeze"]], "squeeze_with_transparency": [[51, "squeeze-with-transparency"]], "imgutils.pose.dwpose": [[52, "module-imgutils.pose.dwpose"]], "dwpose_estimate": [[52, "dwpose-estimate"]], "imgutils.pose.format": [[53, "module-imgutils.pose.format"]], "OP18KeyPointSet": [[53, "op18keypointset"]], "OpenPose18": [[53, "openpose18"]], "OP18_BODY_MAX": [[53, "op18-body-max"]], "OP18_BODY_MIN": [[53, "op18-body-min"]], "OP18_FACE_MAX": [[53, "op18-face-max"]], "OP18_FACE_MIN": [[53, "op18-face-min"]], "OP18_LEFT_FOOT_MAX": [[53, "op18-left-foot-max"]], "OP18_LEFT_FOOT_MIN": [[53, "op18-left-foot-min"]], "OP18_LEFT_HAND_MAX": [[53, "op18-left-hand-max"]], "OP18_LEFT_HAND_MIN": [[53, "op18-left-hand-min"]], "OP18_RIGHT_FOOT_MAX": [[53, "op18-right-foot-max"]], "OP18_RIGHT_FOOT_MIN": [[53, "op18-right-foot-min"]], "OP18_RIGHT_HAND_MAX": [[53, "op18-right-hand-max"]], "OP18_RIGHT_HAND_MIN": [[53, "op18-right-hand-min"]], "imgutils.pose": [[54, "module-imgutils.pose"]], "imgutils.pose.visual": [[55, "module-imgutils.pose.visual"]], "op18_visualize": [[55, "op18-visualize"]], "imgutils.preprocess.base": [[56, "module-imgutils.preprocess.base"]], "NotParseTarget": [[56, "notparsetarget"]], "imgutils.preprocess": [[57, "module-imgutils.preprocess"]], "imgutils.preprocess.pillow": [[58, "module-imgutils.preprocess.pillow"]], "register_pillow_transform": [[58, "register-pillow-transform"]], "register_pillow_parse": [[58, "register-pillow-parse"]], "create_pillow_transforms": [[58, "create-pillow-transforms"]], "parse_pillow_transforms": [[58, "parse-pillow-transforms"]], "imgutils.preprocess.torchvision": [[59, "module-imgutils.preprocess.torchvision"]], "register_torchvision_transform": [[59, "register-torchvision-transform"]], "register_torchvision_parse": [[59, "register-torchvision-parse"]], "create_torchvision_transforms": [[59, "create-torchvision-transforms"]], "parse_torchvision_transforms": [[59, "parse-torchvision-transforms"]], "imgutils.preprocess.transformers": [[60, "module-imgutils.preprocess.transformers"]], "register_creators_for_transformers": [[60, "register-creators-for-transformers"]], "NotProcessorTypeError": [[60, "notprocessortypeerror"]], "create_transforms_from_transformers": [[60, "create-transforms-from-transformers"]], "is_valid_size_dict": [[60, "is-valid-size-dict"]], "convert_to_size_dict": [[60, "convert-to-size-dict"]], "get_size_dict": [[60, "get-size-dict"]], "create_clip_transforms": [[60, "create-clip-transforms"]], "create_transforms_from_clip_processor": [[60, "create-transforms-from-clip-processor"]], "create_convnext_transforms": [[60, "create-convnext-transforms"]], "create_transforms_from_convnext_processor": [[60, "create-transforms-from-convnext-processor"]], "create_vit_transforms": [[60, "create-vit-transforms"]], "create_transforms_from_vit_processor": [[60, "create-transforms-from-vit-processor"]], "create_siglip_transforms": [[60, "create-siglip-transforms"]], "create_transforms_from_siglip_processor": [[60, "create-transforms-from-siglip-processor"]], "create_bit_transforms": [[60, "create-bit-transforms"]], "create_transforms_from_bit_processor": [[60, "create-transforms-from-bit-processor"]], "create_blip_transforms": [[60, "create-blip-transforms"]], "create_transforms_from_blip_processor": [[60, "create-transforms-from-blip-processor"]], "create_mobilenetv2_transforms": [[60, "create-mobilenetv2-transforms"]], "create_transforms_from_mobilenetv2_processor": [[60, "create-transforms-from-mobilenetv2-processor"]], "imgutils.resource.background": [[61, "module-imgutils.resource.background"]], "BackgroundImageSet": [[61, "backgroundimageset"]], "list_bg_image_files": [[61, "list-bg-image-files"]], "get_bg_image_file": [[61, "get-bg-image-file"]], "get_bg_image": [[61, "get-bg-image"]], "random_bg_image_file": [[61, "random-bg-image-file"]], "random_bg_image": [[61, "random-bg-image"]], "imgutils.resource": [[62, "module-imgutils.resource"]], "imgutils.restore.adversarial": [[63, "module-imgutils.restore.adversarial"]], "remove_adversarial_noise": [[63, "remove-adversarial-noise"]], "imgutils.restore": [[64, "module-imgutils.restore"]], "imgutils.restore.nafnet": [[65, "module-imgutils.restore.nafnet"]], "restore_with_nafnet": [[65, "restore-with-nafnet"]], "imgutils.restore.scunet": [[66, "module-imgutils.restore.scunet"]], "restore_with_scunet": [[66, "restore-with-scunet"]], "imgutils.sd": [[67, "module-imgutils.sd"]], "imgutils.sd.metadata": [[68, "module-imgutils.sd.metadata"]], "SDMetaData": [[68, "sdmetadata"]], "parse_sdmeta_from_text": [[68, "parse-sdmeta-from-text"]], "get_sdmeta_from_image": [[68, "get-sdmeta-from-image"]], "save_image_with_sdmeta": [[68, "save-image-with-sdmeta"]], "imgutils.sd.model": [[69, "module-imgutils.sd.model"]], "read_metadata": [[69, "read-metadata"]], "save_with_metadata": [[69, "save-with-metadata"]], "imgutils.sd.nai": [[70, "module-imgutils.sd.nai"]], "NAIMetaData": [[70, "naimetadata"]], "NAIMetadata": [[70, "id1"]], "get_naimeta_from_image": [[70, "get-naimeta-from-image"]], "add_naimeta_to_image": [[70, "add-naimeta-to-image"]], "save_image_with_naimeta": [[70, "save-image-with-naimeta"]], "imgutils.segment": [[71, "module-imgutils.segment"]], "imgutils.segment.isnetis": [[72, "module-imgutils.segment.isnetis"]], "get_isnetis_mask": [[72, "get-isnetis-mask"]], "segment_with_isnetis": [[72, "segment-with-isnetis"]], "segment_rgba_with_isnetis": [[72, "segment-rgba-with-isnetis"]], "imgutils.tagging.blacklist": [[73, "module-imgutils.tagging.blacklist"]], "is_blacklisted": [[73, "is-blacklisted"]], "drop_blacklisted_tags": [[73, "drop-blacklisted-tags"]], "imgutils.tagging.character": [[74, "module-imgutils.tagging.character"]], "CHAR_WHITELIST_SUFFIX": [[74, "char-whitelist-suffix"]], "CHAR_WHITELIST_PREFIX": [[74, "char-whitelist-prefix"]], "CHAR_WHITELIST_WORD": [[74, "char-whitelist-word"]], "CHAR_SUFFIXES": [[74, "char-suffixes"]], "CHAR_PREFIXES": [[74, "char-prefixes"]], "CharacterTagPool": [[74, "charactertagpool"]], "is_basic_character_tag": [[74, "is-basic-character-tag"]], "drop_basic_character_tags": [[74, "drop-basic-character-tags"]], "imgutils.tagging.deepdanbooru": [[75, "module-imgutils.tagging.deepdanbooru"]], "get_deepdanbooru_tags": [[75, "get-deepdanbooru-tags"]], "imgutils.tagging.deepgelbooru": [[76, "module-imgutils.tagging.deepgelbooru"]], "get_deepgelbooru_tags": [[76, "get-deepgelbooru-tags"]], "imgutils.tagging.format": [[77, "module-imgutils.tagging.format"]], "add_underline": [[77, "add-underline"]], "remove_underline": [[77, "remove-underline"]], "tags_to_text": [[77, "tags-to-text"]], "imgutils.tagging": [[78, "module-imgutils.tagging"]], "imgutils.tagging.match": [[79, "module-imgutils.tagging.match"]], "tag_match_suffix": [[79, "tag-match-suffix"]], "tag_match_prefix": [[79, "tag-match-prefix"]], "tag_match_full": [[79, "tag-match-full"]], "imgutils.tagging.mldanbooru": [[80, "module-imgutils.tagging.mldanbooru"]], "get_mldanbooru_tags": [[80, "get-mldanbooru-tags"]], "imgutils.tagging.order": [[81, "module-imgutils.tagging.order"]], "sort_tags": [[81, "sort-tags"]], "imgutils.tagging.overlap": [[82, "module-imgutils.tagging.overlap"]], "drop_overlap_tags": [[82, "drop-overlap-tags"]], "imgutils.tagging.wd14": [[83, "module-imgutils.tagging.wd14"]], "get_wd14_tags": [[83, "get-wd14-tags"]], "convert_wd14_emb_to_prediction": [[83, "convert-wd14-emb-to-prediction"]], "denormalize_wd14_emb": [[83, "denormalize-wd14-emb"]], "imgutils.upscale.cdc": [[84, "module-imgutils.upscale.cdc"]], "upscale_with_cdc": [[84, "upscale-with-cdc"]], "imgutils.upscale": [[85, "module-imgutils.upscale"]], "imgutils.utils.cache": [[86, "module-imgutils.utils.cache"]], "ts_lru_cache": [[86, "ts-lru-cache"]], "imgutils.utils.func": [[87, "module-imgutils.utils.func"]], "sigmoid": [[87, "sigmoid"]], "imgutils.utils": [[88, "module-imgutils.utils"]], "imgutils.utils.onnxruntime": [[89, "module-imgutils.utils.onnxruntime"]], "get_onnx_provider": [[89, "get-onnx-provider"]], "open_onnx_model": [[89, "open-onnx-model"]], "imgutils.validate.aicheck": [[90, "module-imgutils.validate.aicheck"]], "get_ai_created_score": [[90, "get-ai-created-score"]], "is_ai_created": [[90, "is-ai-created"]], "imgutils.validate.bangumi_char": [[91, "module-imgutils.validate.bangumi_char"]], "anime_bangumi_char_score": [[91, "anime-bangumi-char-score"]], "anime_bangumi_char": [[91, "anime-bangumi-char"]], "imgutils.validate.classify": [[92, "module-imgutils.validate.classify"]], "anime_classify_score": [[92, "anime-classify-score"]], "anime_classify": [[92, "anime-classify"]], "imgutils.validate.color": [[93, "module-imgutils.validate.color"]], "is_greyscale": [[93, "is-greyscale"]], "imgutils.validate.completeness": [[94, "module-imgutils.validate.completeness"]], "anime_completeness_score": [[94, "anime-completeness-score"]], "anime_completeness": [[94, "anime-completeness"]], "imgutils.validate.dbrating": [[95, "module-imgutils.validate.dbrating"]], "anime_dbrating_score": [[95, "anime-dbrating-score"]], "anime_dbrating": [[95, "anime-dbrating"]], "imgutils.validate.furry": [[96, "module-imgutils.validate.furry"]], "anime_furry_score": [[96, "anime-furry-score"]], "anime_furry": [[96, "anime-furry"]], "imgutils.validate": [[97, "module-imgutils.validate"]], "imgutils.validate.monochrome": [[98, "module-imgutils.validate.monochrome"]], "get_monochrome_score": [[98, "get-monochrome-score"]], "is_monochrome": [[98, "is-monochrome"]], "imgutils.validate.nsfw": [[99, "module-imgutils.validate.nsfw"]], "nsfw_pred_score": [[99, "nsfw-pred-score"]], "nsfw_pred": [[99, "nsfw-pred"]], "imgutils.validate.portrait": [[100, "module-imgutils.validate.portrait"]], "anime_portrait_score": [[100, "anime-portrait-score"]], "anime_portrait": [[100, "anime-portrait"]], "imgutils.validate.rating": [[101, "module-imgutils.validate.rating"]], "anime_rating_score": [[101, "anime-rating-score"]], "anime_rating": [[101, "anime-rating"]], "imgutils.validate.real": [[102, "module-imgutils.validate.real"]], "anime_real_score": [[102, "anime-real-score"]], "anime_real": [[102, "anime-real"]], "imgutils.validate.safe": [[103, "module-imgutils.validate.safe"]], "safe_check_score": [[103, "safe-check-score"]], "safe_check": [[103, "safe-check"]], "imgutils.validate.style_age": [[104, "module-imgutils.validate.style_age"]], "anime_style_age_score": [[104, "anime-style-age-score"]], "anime_style_age": [[104, "anime-style-age"]], "imgutils.validate.teen": [[105, "module-imgutils.validate.teen"]], "anime_teen_score": [[105, "anime-teen-score"]], "anime_teen": [[105, "anime-teen"]], "imgutils.validate.truncate": [[106, "module-imgutils.validate.truncate"]], "is_truncated_file": [[106, "is-truncated-file"]], "Welcome to imgutils\u2019s Documentation": [[107, "welcome-to-imgutils-s-documentation"]], "Overview": [[107, "overview"]], "Tutorials": [[107, null]], "Information": [[107, null]], "API Documentation": [[107, null]], "Run Environment Information": [[108, "Run-Environment-Information"], [109, "Run-Environment-Information"]], "Installation": [[110, "installation"]], "Quick Start": [[111, "quick-start"]]}, "indexentries": {"ascii_drawing() (in module imgutils.ascii.drawing)": [[0, "imgutils.ascii.drawing.ascii_drawing"]], "imgutils.ascii.drawing": [[0, "module-imgutils.ascii.drawing"]], "module": [[0, "module-imgutils.ascii.drawing"], [1, "module-imgutils.ascii"], [2, "module-imgutils.config"], [3, "module-imgutils.config.meta"], [4, "module-imgutils.data.background"], [5, "module-imgutils.data.blob"], [6, "module-imgutils.data.decode"], [7, "module-imgutils.data.encode"], [8, "module-imgutils.data.image"], [9, "module-imgutils.data"], [10, "module-imgutils.data.layer"], [11, "module-imgutils.data.url"], [12, "module-imgutils.detect.booru_yolo"], [13, "module-imgutils.detect.censor"], [14, "module-imgutils.detect.eye"], [15, "module-imgutils.detect.face"], [16, "module-imgutils.detect.halfbody"], [17, "module-imgutils.detect.hand"], [18, "module-imgutils.detect.head"], [19, "module-imgutils.detect"], [20, "module-imgutils.detect.nudenet"], [21, "module-imgutils.detect.person"], [22, "module-imgutils.detect.similarity"], [23, "module-imgutils.detect.text"], [24, "module-imgutils.detect.visual"], [25, "module-imgutils.edge.canny"], [26, "module-imgutils.edge"], [27, "module-imgutils.edge.lineart"], [28, "module-imgutils.edge.lineart_anime"], [29, "module-imgutils.generic.attachment"], [30, "module-imgutils.generic.classify"], [31, "module-imgutils.generic.clip"], [32, "module-imgutils.generic.enhance"], [33, "module-imgutils.generic"], [34, "module-imgutils.generic.siglip"], [35, "module-imgutils.generic.yolo"], [36, "module-imgutils.metadata.geninfo"], [37, "module-imgutils.metadata"], [38, "module-imgutils.metadata.lsb"], [39, "module-imgutils.metrics.aesthetic"], [40, "module-imgutils.metrics.ccip"], [41, "module-imgutils.metrics.dbaesthetic"], [42, "module-imgutils.metrics"], [43, "module-imgutils.metrics.laplacian"], [44, "module-imgutils.metrics.lpips"], [45, "module-imgutils.metrics.psnr_"], [46, "module-imgutils.ocr"], [47, "module-imgutils.operate.align"], [48, "module-imgutils.operate.censor_"], [49, "module-imgutils.operate.imgcensor"], [50, "module-imgutils.operate"], [51, "module-imgutils.operate.squeeze"], [52, "module-imgutils.pose.dwpose"], [53, "module-imgutils.pose.format"], [54, "module-imgutils.pose"], [55, "module-imgutils.pose.visual"], [56, "module-imgutils.preprocess.base"], [57, "module-imgutils.preprocess"], [58, "module-imgutils.preprocess.pillow"], [59, "module-imgutils.preprocess.torchvision"], [60, "module-imgutils.preprocess.transformers"], [61, "module-imgutils.resource.background"], [62, "module-imgutils.resource"], [63, "module-imgutils.restore.adversarial"], [64, "module-imgutils.restore"], [65, "module-imgutils.restore.nafnet"], [66, "module-imgutils.restore.scunet"], [67, "module-imgutils.sd"], [68, "module-imgutils.sd.metadata"], [69, "module-imgutils.sd.model"], [70, "module-imgutils.sd.nai"], [71, "module-imgutils.segment"], [72, "module-imgutils.segment.isnetis"], [73, "module-imgutils.tagging.blacklist"], [74, "module-imgutils.tagging.character"], [75, "module-imgutils.tagging.deepdanbooru"], [76, "module-imgutils.tagging.deepgelbooru"], [77, "module-imgutils.tagging.format"], [78, "module-imgutils.tagging"], [79, "module-imgutils.tagging.match"], [80, "module-imgutils.tagging.mldanbooru"], [81, "module-imgutils.tagging.order"], [82, "module-imgutils.tagging.overlap"], [83, "module-imgutils.tagging.wd14"], [84, "module-imgutils.upscale.cdc"], [85, "module-imgutils.upscale"], [86, "module-imgutils.utils.cache"], [87, "module-imgutils.utils.func"], [88, "module-imgutils.utils"], [89, "module-imgutils.utils.onnxruntime"], [90, "module-imgutils.validate.aicheck"], [91, "module-imgutils.validate.bangumi_char"], [92, "module-imgutils.validate.classify"], [93, "module-imgutils.validate.color"], [94, "module-imgutils.validate.completeness"], [95, "module-imgutils.validate.dbrating"], [96, "module-imgutils.validate.furry"], [97, "module-imgutils.validate"], [98, "module-imgutils.validate.monochrome"], [99, "module-imgutils.validate.nsfw"], [100, "module-imgutils.validate.portrait"], [101, "module-imgutils.validate.rating"], [102, "module-imgutils.validate.real"], [103, "module-imgutils.validate.safe"], [104, "module-imgutils.validate.style_age"], [105, "module-imgutils.validate.teen"], [106, "module-imgutils.validate.truncate"]], "imgutils.ascii": [[1, "module-imgutils.ascii"]], "imgutils.config": [[2, "module-imgutils.config"]], "__author_email__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__AUTHOR_EMAIL__"]], "__author__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__AUTHOR__"]], "__description__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__DESCRIPTION__"]], "__title__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__TITLE__"]], "__version__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__VERSION__"]], "imgutils.config.meta": [[3, "module-imgutils.config.meta"]], "grid_background() (in module imgutils.data.background)": [[4, "imgutils.data.background.grid_background"]], "grid_transparent() (in module imgutils.data.background)": [[4, "imgutils.data.background.grid_transparent"]], "imgutils.data.background": [[4, "module-imgutils.data.background"]], "imgutils.data.blob": [[5, "module-imgutils.data.blob"]], "is_valid_image_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.is_valid_image_blob_url"]], "load_image_from_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.load_image_from_blob_url"]], "to_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.to_blob_url"]], "imgutils.data.decode": [[6, "module-imgutils.data.decode"]], "rgb_decode() (in module imgutils.data.decode)": [[6, "imgutils.data.decode.rgb_decode"]], "imgutils.data.encode": [[7, "module-imgutils.data.encode"]], "rgb_encode() (in module imgutils.data.encode)": [[7, "imgutils.data.encode.rgb_encode"]], "has_alpha_channel() (in module imgutils.data.image)": [[8, "imgutils.data.image.has_alpha_channel"]], "imgutils.data.image": [[8, "module-imgutils.data.image"]], "load_image() (in module imgutils.data.image)": [[8, "imgutils.data.image.load_image"]], "load_images() (in module imgutils.data.image)": [[8, "imgutils.data.image.load_images"]], "imgutils.data": [[9, "module-imgutils.data"]], "imgutils.data.layer": [[10, "module-imgutils.data.layer"]], "istack() (in module imgutils.data.layer)": [[10, "imgutils.data.layer.istack"]], "download_image_from_url() (in module imgutils.data.url)": [[11, "imgutils.data.url.download_image_from_url"]], "imgutils.data.url": [[11, "module-imgutils.data.url"]], "is_http_url() (in module imgutils.data.url)": [[11, "imgutils.data.url.is_http_url"]], "detect_with_booru_yolo() (in module imgutils.detect.booru_yolo)": [[12, "imgutils.detect.booru_yolo.detect_with_booru_yolo"]], "imgutils.detect.booru_yolo": [[12, "module-imgutils.detect.booru_yolo"]], "detect_censors() (in module imgutils.detect.censor)": [[13, "imgutils.detect.censor.detect_censors"]], "imgutils.detect.censor": [[13, "module-imgutils.detect.censor"]], "detect_eyes() (in module imgutils.detect.eye)": [[14, "imgutils.detect.eye.detect_eyes"]], "imgutils.detect.eye": [[14, "module-imgutils.detect.eye"]], "detect_faces() (in module imgutils.detect.face)": [[15, "imgutils.detect.face.detect_faces"]], "imgutils.detect.face": [[15, "module-imgutils.detect.face"]], "detect_halfbody() (in module imgutils.detect.halfbody)": [[16, "imgutils.detect.halfbody.detect_halfbody"]], "imgutils.detect.halfbody": [[16, "module-imgutils.detect.halfbody"]], "detect_hands() (in module imgutils.detect.hand)": [[17, "imgutils.detect.hand.detect_hands"]], "imgutils.detect.hand": [[17, "module-imgutils.detect.hand"]], "detect_heads() (in module imgutils.detect.head)": [[18, "imgutils.detect.head.detect_heads"]], "imgutils.detect.head": [[18, "module-imgutils.detect.head"]], "imgutils.detect": [[19, "module-imgutils.detect"]], "detect_with_nudenet() (in module imgutils.detect.nudenet)": [[20, "imgutils.detect.nudenet.detect_with_nudenet"]], "imgutils.detect.nudenet": [[20, "module-imgutils.detect.nudenet"]], "detect_person() (in module imgutils.detect.person)": [[21, "imgutils.detect.person.detect_person"]], "imgutils.detect.person": [[21, "module-imgutils.detect.person"]], "bboxes_similarity() (in module imgutils.detect.similarity)": [[22, "imgutils.detect.similarity.bboxes_similarity"]], "calculate_iou() (in module imgutils.detect.similarity)": [[22, "imgutils.detect.similarity.calculate_iou"]], "detection_similarity() (in module imgutils.detect.similarity)": [[22, "imgutils.detect.similarity.detection_similarity"]], "imgutils.detect.similarity": [[22, "module-imgutils.detect.similarity"]], "detect_text() (in module imgutils.detect.text)": [[23, "imgutils.detect.text.detect_text"]], "imgutils.detect.text": [[23, "module-imgutils.detect.text"]], "detection_visualize() (in module imgutils.detect.visual)": [[24, "imgutils.detect.visual.detection_visualize"]], "imgutils.detect.visual": [[24, "module-imgutils.detect.visual"]], "edge_image_with_canny() (in module imgutils.edge.canny)": [[25, "imgutils.edge.canny.edge_image_with_canny"]], "get_edge_by_canny() (in module imgutils.edge.canny)": [[25, "imgutils.edge.canny.get_edge_by_canny"]], "imgutils.edge.canny": [[25, "module-imgutils.edge.canny"]], "imgutils.edge": [[26, "module-imgutils.edge"]], "edge_image_with_lineart() (in module imgutils.edge.lineart)": [[27, "imgutils.edge.lineart.edge_image_with_lineart"]], "get_edge_by_lineart() (in module imgutils.edge.lineart)": [[27, "imgutils.edge.lineart.get_edge_by_lineart"]], "imgutils.edge.lineart": [[27, "module-imgutils.edge.lineart"]], "edge_image_with_lineart_anime() (in module imgutils.edge.lineart_anime)": [[28, "imgutils.edge.lineart_anime.edge_image_with_lineart_anime"]], "get_edge_by_lineart_anime() (in module imgutils.edge.lineart_anime)": [[28, "imgutils.edge.lineart_anime.get_edge_by_lineart_anime"]], "imgutils.edge.lineart_anime": [[28, "module-imgutils.edge.lineart_anime"]], "attachment (class in imgutils.generic.attachment)": [[29, "imgutils.generic.attachment.Attachment"]], "__init__() (imgutils.generic.attachment.attachment method)": [[29, "imgutils.generic.attachment.Attachment.__init__"]], "encoder_model (imgutils.generic.attachment.attachment property)": [[29, "imgutils.generic.attachment.Attachment.encoder_model"]], "imgutils.generic.attachment": [[29, "module-imgutils.generic.attachment"]], "open_attachment() (in module imgutils.generic.attachment)": [[29, "imgutils.generic.attachment.open_attachment"]], "predict() (imgutils.generic.attachment.attachment method)": [[29, "imgutils.generic.attachment.Attachment.predict"]], "classifymodel (class in imgutils.generic.classify)": [[30, "imgutils.generic.classify.ClassifyModel"]], "__init__() (imgutils.generic.classify.classifymodel method)": [[30, "imgutils.generic.classify.ClassifyModel.__init__"]], "classify_predict() (in module imgutils.generic.classify)": [[30, "imgutils.generic.classify.classify_predict"]], "classify_predict_fmt() (in module imgutils.generic.classify)": [[30, "imgutils.generic.classify.classify_predict_fmt"]], "classify_predict_score() (in module imgutils.generic.classify)": [[30, "imgutils.generic.classify.classify_predict_score"]], "clear() (imgutils.generic.classify.classifymodel method)": [[30, "imgutils.generic.classify.ClassifyModel.clear"]], "imgutils.generic.classify": [[30, "module-imgutils.generic.classify"]], "launch_demo() (imgutils.generic.classify.classifymodel method)": [[30, "imgutils.generic.classify.ClassifyModel.launch_demo"]], "make_ui() (imgutils.generic.classify.classifymodel method)": [[30, "imgutils.generic.classify.ClassifyModel.make_ui"]], "predict() (imgutils.generic.classify.classifymodel method)": [[30, "imgutils.generic.classify.ClassifyModel.predict"]], "predict_fmt() (imgutils.generic.classify.classifymodel method)": [[30, "imgutils.generic.classify.ClassifyModel.predict_fmt"]], "predict_score() (imgutils.generic.classify.classifymodel method)": [[30, "imgutils.generic.classify.ClassifyModel.predict_score"]], "clipmodel (class in imgutils.generic.clip)": [[31, "imgutils.generic.clip.CLIPModel"]], "__init__() (imgutils.generic.clip.clipmodel method)": [[31, "imgutils.generic.clip.CLIPModel.__init__"]], "clear() (imgutils.generic.clip.clipmodel method)": [[31, "imgutils.generic.clip.CLIPModel.clear"]], "clip_image_encode() (in module imgutils.generic.clip)": [[31, "imgutils.generic.clip.clip_image_encode"]], "clip_predict() (in module imgutils.generic.clip)": [[31, "imgutils.generic.clip.clip_predict"]], "clip_text_encode() (in module imgutils.generic.clip)": [[31, "imgutils.generic.clip.clip_text_encode"]], "image_encode() (imgutils.generic.clip.clipmodel method)": [[31, "imgutils.generic.clip.CLIPModel.image_encode"]], "imgutils.generic.clip": [[31, "module-imgutils.generic.clip"]], "launch_demo() (imgutils.generic.clip.clipmodel method)": [[31, "imgutils.generic.clip.CLIPModel.launch_demo"]], "make_ui() (imgutils.generic.clip.clipmodel method)": [[31, "imgutils.generic.clip.CLIPModel.make_ui"]], "predict() (imgutils.generic.clip.clipmodel method)": [[31, "imgutils.generic.clip.CLIPModel.predict"]], "text_encode() (imgutils.generic.clip.clipmodel method)": [[31, "imgutils.generic.clip.CLIPModel.text_encode"]], "imageenhancer (class in imgutils.generic.enhance)": [[32, "imgutils.generic.enhance.ImageEnhancer"]], "__init__() (imgutils.generic.enhance.imageenhancer method)": [[32, "imgutils.generic.enhance.ImageEnhancer.__init__"]], "imgutils.generic.enhance": [[32, "module-imgutils.generic.enhance"]], "process() (imgutils.generic.enhance.imageenhancer method)": [[32, "imgutils.generic.enhance.ImageEnhancer.process"]], "imgutils.generic": [[33, "module-imgutils.generic"]], "siglipmodel (class in imgutils.generic.siglip)": [[34, "imgutils.generic.siglip.SigLIPModel"]], "__init__() (imgutils.generic.siglip.siglipmodel method)": [[34, "imgutils.generic.siglip.SigLIPModel.__init__"]], "clear() (imgutils.generic.siglip.siglipmodel method)": [[34, "imgutils.generic.siglip.SigLIPModel.clear"]], "image_encode() (imgutils.generic.siglip.siglipmodel method)": [[34, "imgutils.generic.siglip.SigLIPModel.image_encode"]], "imgutils.generic.siglip": [[34, "module-imgutils.generic.siglip"]], "launch_demo() (imgutils.generic.siglip.siglipmodel method)": [[34, "imgutils.generic.siglip.SigLIPModel.launch_demo"]], "make_ui() (imgutils.generic.siglip.siglipmodel method)": [[34, "imgutils.generic.siglip.SigLIPModel.make_ui"]], "predict() (imgutils.generic.siglip.siglipmodel method)": [[34, "imgutils.generic.siglip.SigLIPModel.predict"]], "siglip_image_encode() (in module imgutils.generic.siglip)": [[34, "imgutils.generic.siglip.siglip_image_encode"]], "siglip_predict() (in module imgutils.generic.siglip)": [[34, "imgutils.generic.siglip.siglip_predict"]], "siglip_text_encode() (in module imgutils.generic.siglip)": [[34, "imgutils.generic.siglip.siglip_text_encode"]], "text_encode() (imgutils.generic.siglip.siglipmodel method)": [[34, "imgutils.generic.siglip.SigLIPModel.text_encode"]], "yolomodel (class in imgutils.generic.yolo)": [[35, "imgutils.generic.yolo.YOLOModel"]], "__init__() (imgutils.generic.yolo.yolomodel method)": [[35, "imgutils.generic.yolo.YOLOModel.__init__"]], "clear() (imgutils.generic.yolo.yolomodel method)": [[35, "imgutils.generic.yolo.YOLOModel.clear"]], "imgutils.generic.yolo": [[35, "module-imgutils.generic.yolo"]], "launch_demo() (imgutils.generic.yolo.yolomodel method)": [[35, "imgutils.generic.yolo.YOLOModel.launch_demo"]], "make_ui() (imgutils.generic.yolo.yolomodel method)": [[35, "imgutils.generic.yolo.YOLOModel.make_ui"]], "predict() (imgutils.generic.yolo.yolomodel method)": [[35, "imgutils.generic.yolo.YOLOModel.predict"]], "yolo_predict() (in module imgutils.generic.yolo)": [[35, "imgutils.generic.yolo.yolo_predict"]], "imgutils.metadata.geninfo": [[36, "module-imgutils.metadata.geninfo"]], "read_geninfo_exif() (in module imgutils.metadata.geninfo)": [[36, "imgutils.metadata.geninfo.read_geninfo_exif"]], "read_geninfo_gif() (in module imgutils.metadata.geninfo)": [[36, "imgutils.metadata.geninfo.read_geninfo_gif"]], "read_geninfo_parameters() (in module imgutils.metadata.geninfo)": [[36, "imgutils.metadata.geninfo.read_geninfo_parameters"]], "write_geninfo_exif() (in module imgutils.metadata.geninfo)": [[36, "imgutils.metadata.geninfo.write_geninfo_exif"]], "write_geninfo_gif() (in module imgutils.metadata.geninfo)": [[36, "imgutils.metadata.geninfo.write_geninfo_gif"]], "write_geninfo_parameters() (in module imgutils.metadata.geninfo)": [[36, "imgutils.metadata.geninfo.write_geninfo_parameters"]], "imgutils.metadata": [[37, "module-imgutils.metadata"]], "imagelsbdataextractor (class in imgutils.metadata.lsb)": [[38, "imgutils.metadata.lsb.ImageLsbDataExtractor"]], "lsbextractor (class in imgutils.metadata.lsb)": [[38, "imgutils.metadata.lsb.LSBExtractor"]], "lsbreaderror (class in imgutils.metadata.lsb)": [[38, "imgutils.metadata.lsb.LSBReadError"]], "__init__() (imgutils.metadata.lsb.imagelsbdataextractor method)": [[38, "imgutils.metadata.lsb.ImageLsbDataExtractor.__init__"]], "__init__() (imgutils.metadata.lsb.lsbextractor method)": [[38, "imgutils.metadata.lsb.LSBExtractor.__init__"]], "extract_data() (imgutils.metadata.lsb.imagelsbdataextractor method)": [[38, "imgutils.metadata.lsb.ImageLsbDataExtractor.extract_data"]], "get_next_n_bytes() (imgutils.metadata.lsb.lsbextractor method)": [[38, "imgutils.metadata.lsb.LSBExtractor.get_next_n_bytes"]], "get_one_byte() (imgutils.metadata.lsb.lsbextractor method)": [[38, "imgutils.metadata.lsb.LSBExtractor.get_one_byte"]], "imgutils.metadata.lsb": [[38, "module-imgutils.metadata.lsb"]], "inject_data() (in module imgutils.metadata.lsb)": [[38, "imgutils.metadata.lsb.inject_data"]], "read_32bit_integer() (imgutils.metadata.lsb.lsbextractor method)": [[38, "imgutils.metadata.lsb.LSBExtractor.read_32bit_integer"]], "read_lsb_metadata() (in module imgutils.metadata.lsb)": [[38, "imgutils.metadata.lsb.read_lsb_metadata"]], "read_lsb_raw_bytes() (in module imgutils.metadata.lsb)": [[38, "imgutils.metadata.lsb.read_lsb_raw_bytes"]], "serialize_json() (in module imgutils.metadata.lsb)": [[38, "imgutils.metadata.lsb.serialize_json"]], "serialize_pnginfo() (in module imgutils.metadata.lsb)": [[38, "imgutils.metadata.lsb.serialize_pnginfo"]], "write_lsb_metadata() (in module imgutils.metadata.lsb)": [[38, "imgutils.metadata.lsb.write_lsb_metadata"]], "write_lsb_raw_bytes() (in module imgutils.metadata.lsb)": [[38, "imgutils.metadata.lsb.write_lsb_raw_bytes"]], "get_aesthetic_score() (in module imgutils.metrics.aesthetic)": [[39, "imgutils.metrics.aesthetic.get_aesthetic_score"]], "imgutils.metrics.aesthetic": [[39, "module-imgutils.metrics.aesthetic"]], "ccip_batch_differences() (in module imgutils.metrics.ccip)": [[40, "imgutils.metrics.ccip.ccip_batch_differences"]], "ccip_batch_extract_features() (in module imgutils.metrics.ccip)": [[40, "imgutils.metrics.ccip.ccip_batch_extract_features"]], "ccip_batch_same() (in module imgutils.metrics.ccip)": [[40, "imgutils.metrics.ccip.ccip_batch_same"]], "ccip_clustering() (in module imgutils.metrics.ccip)": [[40, "imgutils.metrics.ccip.ccip_clustering"]], "ccip_default_clustering_params() (in module imgutils.metrics.ccip)": [[40, "imgutils.metrics.ccip.ccip_default_clustering_params"]], "ccip_default_threshold() (in module imgutils.metrics.ccip)": [[40, "imgutils.metrics.ccip.ccip_default_threshold"]], "ccip_difference() (in module imgutils.metrics.ccip)": [[40, "imgutils.metrics.ccip.ccip_difference"]], "ccip_extract_feature() (in module imgutils.metrics.ccip)": [[40, "imgutils.metrics.ccip.ccip_extract_feature"]], "ccip_merge() (in module imgutils.metrics.ccip)": [[40, "imgutils.metrics.ccip.ccip_merge"]], "ccip_same() (in module imgutils.metrics.ccip)": [[40, "imgutils.metrics.ccip.ccip_same"]], "imgutils.metrics.ccip": [[40, "module-imgutils.metrics.ccip"]], "anime_dbaesthetic() (in module imgutils.metrics.dbaesthetic)": [[41, "imgutils.metrics.dbaesthetic.anime_dbaesthetic"]], "imgutils.metrics.dbaesthetic": [[41, "module-imgutils.metrics.dbaesthetic"]], "imgutils.metrics": [[42, "module-imgutils.metrics"]], "imgutils.metrics.laplacian": [[43, "module-imgutils.metrics.laplacian"]], "laplacian_score() (in module imgutils.metrics.laplacian)": [[43, "imgutils.metrics.laplacian.laplacian_score"]], "imgutils.metrics.lpips": [[44, "module-imgutils.metrics.lpips"]], "lpips_clustering() (in module imgutils.metrics.lpips)": [[44, "imgutils.metrics.lpips.lpips_clustering"]], "lpips_difference() (in module imgutils.metrics.lpips)": [[44, "imgutils.metrics.lpips.lpips_difference"]], "lpips_extract_feature() (in module imgutils.metrics.lpips)": [[44, "imgutils.metrics.lpips.lpips_extract_feature"]], "imgutils.metrics.psnr_": [[45, "module-imgutils.metrics.psnr_"]], "psnr() (in module imgutils.metrics.psnr_)": [[45, "imgutils.metrics.psnr_.psnr"]], "detect_text_with_ocr() (in module imgutils.ocr)": [[46, "imgutils.ocr.detect_text_with_ocr"]], "imgutils.ocr": [[46, "module-imgutils.ocr"]], "list_det_models() (in module imgutils.ocr)": [[46, "imgutils.ocr.list_det_models"]], "list_rec_models() (in module imgutils.ocr)": [[46, "imgutils.ocr.list_rec_models"]], "ocr() (in module imgutils.ocr)": [[46, "imgutils.ocr.ocr"]], "align_maxsize() (in module imgutils.operate.align)": [[47, "imgutils.operate.align.align_maxsize"]], "imgutils.operate.align": [[47, "module-imgutils.operate.align"]], "basecensor (class in imgutils.operate.censor_)": [[48, "imgutils.operate.censor_.BaseCensor"]], "blurcensor (class in imgutils.operate.censor_)": [[48, "imgutils.operate.censor_.BlurCensor"]], "colorcensor (class in imgutils.operate.censor_)": [[48, "imgutils.operate.censor_.ColorCensor"]], "pixelatecensor (class in imgutils.operate.censor_)": [[48, "imgutils.operate.censor_.PixelateCensor"]], "censor_area() (imgutils.operate.censor_.basecensor method)": [[48, "imgutils.operate.censor_.BaseCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.blurcensor method)": [[48, "imgutils.operate.censor_.BlurCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.colorcensor method)": [[48, "imgutils.operate.censor_.ColorCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.pixelatecensor method)": [[48, "imgutils.operate.censor_.PixelateCensor.censor_area"]], "censor_areas() (in module imgutils.operate.censor_)": [[48, "imgutils.operate.censor_.censor_areas"]], "censor_nsfw() (in module imgutils.operate.censor_)": [[48, "imgutils.operate.censor_.censor_nsfw"]], "imgutils.operate.censor_": [[48, "module-imgutils.operate.censor_"]], "register_censor_method() (in module imgutils.operate.censor_)": [[48, "imgutils.operate.censor_.register_censor_method"]], "emojibasedcensor (class in imgutils.operate.imgcensor)": [[49, "imgutils.operate.imgcensor.EmojiBasedCensor"]], "imagebasedcensor (class in imgutils.operate.imgcensor)": [[49, "imgutils.operate.imgcensor.ImageBasedCensor"]], "singleimage (class in imgutils.operate.imgcensor)": [[49, "imgutils.operate.imgcensor.SingleImage"]], "__init__() (imgutils.operate.imgcensor.singleimage method)": [[49, "imgutils.operate.imgcensor.SingleImage.__init__"]], "censor_area() (imgutils.operate.imgcensor.emojibasedcensor method)": [[49, "imgutils.operate.imgcensor.EmojiBasedCensor.censor_area"]], "censor_area() (imgutils.operate.imgcensor.imagebasedcensor method)": [[49, "imgutils.operate.imgcensor.ImageBasedCensor.censor_area"]], "find_for_area() (imgutils.operate.imgcensor.singleimage method)": [[49, "imgutils.operate.imgcensor.SingleImage.find_for_area"]], "height (imgutils.operate.imgcensor.singleimage property)": [[49, "imgutils.operate.imgcensor.SingleImage.height"]], "imgutils.operate.imgcensor": [[49, "module-imgutils.operate.imgcensor"]], "width (imgutils.operate.imgcensor.singleimage property)": [[49, "imgutils.operate.imgcensor.SingleImage.width"]], "imgutils.operate": [[50, "module-imgutils.operate"]], "imgutils.operate.squeeze": [[51, "module-imgutils.operate.squeeze"]], "squeeze() (in module imgutils.operate.squeeze)": [[51, "imgutils.operate.squeeze.squeeze"]], "squeeze_with_transparency() (in module imgutils.operate.squeeze)": [[51, "imgutils.operate.squeeze.squeeze_with_transparency"]], "dwpose_estimate() (in module imgutils.pose.dwpose)": [[52, "imgutils.pose.dwpose.dwpose_estimate"]], "imgutils.pose.dwpose": [[52, "module-imgutils.pose.dwpose"]], "left_ankle (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_ANKLE"]], "left_big_toe (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_BIG_TOE"]], "left_ear (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_EAR"]], "left_elbow (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_ELBOW"]], "left_eye (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_EYE"]], "left_heel (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_HEEL"]], "left_hip (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_HIP"]], "left_knee (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_KNEE"]], "left_shoulder (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_SHOULDER"]], "left_small_toe (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_SMALL_TOE"]], "left_wrist (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_WRIST"]], "neck (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.NECK"]], "nose (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.NOSE"]], "op18keypointset (class in imgutils.pose.format)": [[53, "imgutils.pose.format.OP18KeyPointSet"]], "op18_body_max (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_BODY_MAX"]], "op18_body_min (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_BODY_MIN"]], "op18_face_max (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_FACE_MAX"]], "op18_face_min (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_FACE_MIN"]], "op18_left_foot_max (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_LEFT_FOOT_MAX"]], "op18_left_foot_min (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_LEFT_FOOT_MIN"]], "op18_left_hand_max (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_LEFT_HAND_MAX"]], "op18_left_hand_min (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_LEFT_HAND_MIN"]], "op18_right_foot_max (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_RIGHT_FOOT_MAX"]], "op18_right_foot_min (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_RIGHT_FOOT_MIN"]], "op18_right_hand_max (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_RIGHT_HAND_MAX"]], "op18_right_hand_min (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_RIGHT_HAND_MIN"]], "right_ankle (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_ANKLE"]], "right_big_toe (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_BIG_TOE"]], "right_ear (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_EAR"]], "right_elbow (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_ELBOW"]], "right_eye (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_EYE"]], "right_heel (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_HEEL"]], "right_hip (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_HIP"]], "right_knee (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_KNEE"]], "right_shoulder (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_SHOULDER"]], "right_small_toe (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_SMALL_TOE"]], "right_wrist (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_WRIST"]], "__init__() (imgutils.pose.format.op18keypointset method)": [[53, "imgutils.pose.format.OP18KeyPointSet.__init__"]], "__mul__() (imgutils.pose.format.op18keypointset method)": [[53, "imgutils.pose.format.OP18KeyPointSet.__mul__"]], "__truediv__() (imgutils.pose.format.op18keypointset method)": [[53, "imgutils.pose.format.OP18KeyPointSet.__truediv__"]], "body (imgutils.pose.format.op18keypointset property)": [[53, "imgutils.pose.format.OP18KeyPointSet.body"]], "face (imgutils.pose.format.op18keypointset property)": [[53, "imgutils.pose.format.OP18KeyPointSet.face"]], "imgutils.pose.format": [[53, "module-imgutils.pose.format"]], "left_foot (imgutils.pose.format.op18keypointset property)": [[53, "imgutils.pose.format.OP18KeyPointSet.left_foot"]], "left_hand (imgutils.pose.format.op18keypointset property)": [[53, "imgutils.pose.format.OP18KeyPointSet.left_hand"]], "right_foot (imgutils.pose.format.op18keypointset property)": [[53, "imgutils.pose.format.OP18KeyPointSet.right_foot"]], "right_hand (imgutils.pose.format.op18keypointset property)": [[53, "imgutils.pose.format.OP18KeyPointSet.right_hand"]], "imgutils.pose": [[54, "module-imgutils.pose"]], "imgutils.pose.visual": [[55, "module-imgutils.pose.visual"]], "op18_visualize() (in module imgutils.pose.visual)": [[55, "imgutils.pose.visual.op18_visualize"]], "notparsetarget (class in imgutils.preprocess.base)": [[56, "imgutils.preprocess.base.NotParseTarget"]], "imgutils.preprocess.base": [[56, "module-imgutils.preprocess.base"]], "imgutils.preprocess": [[57, "module-imgutils.preprocess"]], "create_pillow_transforms() (in module imgutils.preprocess.pillow)": [[58, "imgutils.preprocess.pillow.create_pillow_transforms"]], "imgutils.preprocess.pillow": [[58, "module-imgutils.preprocess.pillow"]], "parse_pillow_transforms() (in module imgutils.preprocess.pillow)": [[58, "imgutils.preprocess.pillow.parse_pillow_transforms"]], "register_pillow_parse() (in module imgutils.preprocess.pillow)": [[58, "imgutils.preprocess.pillow.register_pillow_parse"]], "register_pillow_transform() (in module imgutils.preprocess.pillow)": [[58, "imgutils.preprocess.pillow.register_pillow_transform"]], "create_torchvision_transforms() (in module imgutils.preprocess.torchvision)": [[59, "imgutils.preprocess.torchvision.create_torchvision_transforms"]], "imgutils.preprocess.torchvision": [[59, "module-imgutils.preprocess.torchvision"]], "parse_torchvision_transforms() (in module imgutils.preprocess.torchvision)": [[59, "imgutils.preprocess.torchvision.parse_torchvision_transforms"]], "register_torchvision_parse() (in module imgutils.preprocess.torchvision)": [[59, "imgutils.preprocess.torchvision.register_torchvision_parse"]], "register_torchvision_transform() (in module imgutils.preprocess.torchvision)": [[59, "imgutils.preprocess.torchvision.register_torchvision_transform"]], "notprocessortypeerror (class in imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.NotProcessorTypeError"]], "convert_to_size_dict() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.convert_to_size_dict"]], "create_bit_transforms() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_bit_transforms"]], "create_blip_transforms() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_blip_transforms"]], "create_clip_transforms() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_clip_transforms"]], "create_convnext_transforms() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_convnext_transforms"]], "create_mobilenetv2_transforms() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_mobilenetv2_transforms"]], "create_siglip_transforms() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_siglip_transforms"]], "create_transforms_from_bit_processor() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_transforms_from_bit_processor"]], "create_transforms_from_blip_processor() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_transforms_from_blip_processor"]], "create_transforms_from_clip_processor() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_transforms_from_clip_processor"]], "create_transforms_from_convnext_processor() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_transforms_from_convnext_processor"]], "create_transforms_from_mobilenetv2_processor() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_transforms_from_mobilenetv2_processor"]], "create_transforms_from_siglip_processor() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_transforms_from_siglip_processor"]], "create_transforms_from_transformers() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_transforms_from_transformers"]], "create_transforms_from_vit_processor() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_transforms_from_vit_processor"]], "create_vit_transforms() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_vit_transforms"]], "get_size_dict() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.get_size_dict"]], "imgutils.preprocess.transformers": [[60, "module-imgutils.preprocess.transformers"]], "is_valid_size_dict() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.is_valid_size_dict"]], "register_creators_for_transformers() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.register_creators_for_transformers"]], "backgroundimageset (class in imgutils.resource.background)": [[61, "imgutils.resource.background.BackgroundImageSet"]], "__init__() (imgutils.resource.background.backgroundimageset method)": [[61, "imgutils.resource.background.BackgroundImageSet.__init__"]], "get_bg_image() (in module imgutils.resource.background)": [[61, "imgutils.resource.background.get_bg_image"]], "get_bg_image_file() (in module imgutils.resource.background)": [[61, "imgutils.resource.background.get_bg_image_file"]], "get_image() (imgutils.resource.background.backgroundimageset method)": [[61, "imgutils.resource.background.BackgroundImageSet.get_image"]], "get_image_file() (imgutils.resource.background.backgroundimageset method)": [[61, "imgutils.resource.background.BackgroundImageSet.get_image_file"]], "imgutils.resource.background": [[61, "module-imgutils.resource.background"]], "list_bg_image_files() (in module imgutils.resource.background)": [[61, "imgutils.resource.background.list_bg_image_files"]], "list_image_files() (imgutils.resource.background.backgroundimageset method)": [[61, "imgutils.resource.background.BackgroundImageSet.list_image_files"]], "random_bg_image() (in module imgutils.resource.background)": [[61, "imgutils.resource.background.random_bg_image"]], "random_bg_image_file() (in module imgutils.resource.background)": [[61, "imgutils.resource.background.random_bg_image_file"]], "random_image() (imgutils.resource.background.backgroundimageset method)": [[61, "imgutils.resource.background.BackgroundImageSet.random_image"]], "random_image_file() (imgutils.resource.background.backgroundimageset method)": [[61, "imgutils.resource.background.BackgroundImageSet.random_image_file"]], "imgutils.resource": [[62, "module-imgutils.resource"]], "imgutils.restore.adversarial": [[63, "module-imgutils.restore.adversarial"]], "remove_adversarial_noise() (in module imgutils.restore.adversarial)": [[63, "imgutils.restore.adversarial.remove_adversarial_noise"]], "imgutils.restore": [[64, "module-imgutils.restore"]], "imgutils.restore.nafnet": [[65, "module-imgutils.restore.nafnet"]], "restore_with_nafnet() (in module imgutils.restore.nafnet)": [[65, "imgutils.restore.nafnet.restore_with_nafnet"]], "imgutils.restore.scunet": [[66, "module-imgutils.restore.scunet"]], "restore_with_scunet() (in module imgutils.restore.scunet)": [[66, "imgutils.restore.scunet.restore_with_scunet"]], "imgutils.sd": [[67, "module-imgutils.sd"]], "sdmetadata (class in imgutils.sd.metadata)": [[68, "imgutils.sd.metadata.SDMetaData"]], "__str__() (imgutils.sd.metadata.sdmetadata method)": [[68, "imgutils.sd.metadata.SDMetaData.__str__"]], "get_sdmeta_from_image() (in module imgutils.sd.metadata)": [[68, "imgutils.sd.metadata.get_sdmeta_from_image"]], "imgutils.sd.metadata": [[68, "module-imgutils.sd.metadata"]], "parse_sdmeta_from_text() (in module imgutils.sd.metadata)": [[68, "imgutils.sd.metadata.parse_sdmeta_from_text"]], "pnginfo (imgutils.sd.metadata.sdmetadata property)": [[68, "imgutils.sd.metadata.SDMetaData.pnginfo"]], "save_image_with_sdmeta() (in module imgutils.sd.metadata)": [[68, "imgutils.sd.metadata.save_image_with_sdmeta"]], "text (imgutils.sd.metadata.sdmetadata property)": [[68, "imgutils.sd.metadata.SDMetaData.text"]], "imgutils.sd.model": [[69, "module-imgutils.sd.model"]], "read_metadata() (in module imgutils.sd.model)": [[69, "imgutils.sd.model.read_metadata"]], "save_with_metadata() (in module imgutils.sd.model)": [[69, "imgutils.sd.model.save_with_metadata"]], "naimetadata (class in imgutils.sd.nai)": [[70, "imgutils.sd.nai.NAIMetaData"], [70, "imgutils.sd.nai.NAIMetadata"]], "__init__() (imgutils.sd.nai.naimetadata method)": [[70, "imgutils.sd.nai.NAIMetaData.__init__"]], "add_naimeta_to_image() (in module imgutils.sd.nai)": [[70, "imgutils.sd.nai.add_naimeta_to_image"]], "get_naimeta_from_image() (in module imgutils.sd.nai)": [[70, "imgutils.sd.nai.get_naimeta_from_image"]], "imgutils.sd.nai": [[70, "module-imgutils.sd.nai"]], "pnginfo (imgutils.sd.nai.naimetadata property)": [[70, "imgutils.sd.nai.NAIMetaData.pnginfo"]], "save_image_with_naimeta() (in module imgutils.sd.nai)": [[70, "imgutils.sd.nai.save_image_with_naimeta"]], "imgutils.segment": [[71, "module-imgutils.segment"]], "get_isnetis_mask() (in module imgutils.segment.isnetis)": [[72, "imgutils.segment.isnetis.get_isnetis_mask"]], "imgutils.segment.isnetis": [[72, "module-imgutils.segment.isnetis"]], "segment_rgba_with_isnetis() (in module imgutils.segment.isnetis)": [[72, "imgutils.segment.isnetis.segment_rgba_with_isnetis"]], "segment_with_isnetis() (in module imgutils.segment.isnetis)": [[72, "imgutils.segment.isnetis.segment_with_isnetis"]], "drop_blacklisted_tags() (in module imgutils.tagging.blacklist)": [[73, "imgutils.tagging.blacklist.drop_blacklisted_tags"]], "imgutils.tagging.blacklist": [[73, "module-imgutils.tagging.blacklist"]], "is_blacklisted() (in module imgutils.tagging.blacklist)": [[73, "imgutils.tagging.blacklist.is_blacklisted"]], "char_prefixes (in module imgutils.tagging.character)": [[74, "imgutils.tagging.character.CHAR_PREFIXES"]], "char_suffixes (in module imgutils.tagging.character)": [[74, "imgutils.tagging.character.CHAR_SUFFIXES"]], "char_whitelist_prefix (in module imgutils.tagging.character)": [[74, "imgutils.tagging.character.CHAR_WHITELIST_PREFIX"]], "char_whitelist_suffix (in module imgutils.tagging.character)": [[74, "imgutils.tagging.character.CHAR_WHITELIST_SUFFIX"]], "char_whitelist_word (in module imgutils.tagging.character)": [[74, "imgutils.tagging.character.CHAR_WHITELIST_WORD"]], "charactertagpool (class in imgutils.tagging.character)": [[74, "imgutils.tagging.character.CharacterTagPool"]], "__init__() (imgutils.tagging.character.charactertagpool method)": [[74, "imgutils.tagging.character.CharacterTagPool.__init__"]], "drop_basic_character_tags() (imgutils.tagging.character.charactertagpool method)": [[74, "imgutils.tagging.character.CharacterTagPool.drop_basic_character_tags"]], "drop_basic_character_tags() (in module imgutils.tagging.character)": [[74, "imgutils.tagging.character.drop_basic_character_tags"]], "imgutils.tagging.character": [[74, "module-imgutils.tagging.character"]], "is_basic_character_tag() (imgutils.tagging.character.charactertagpool method)": [[74, "imgutils.tagging.character.CharacterTagPool.is_basic_character_tag"]], "is_basic_character_tag() (in module imgutils.tagging.character)": [[74, "imgutils.tagging.character.is_basic_character_tag"]], "get_deepdanbooru_tags() (in module imgutils.tagging.deepdanbooru)": [[75, "imgutils.tagging.deepdanbooru.get_deepdanbooru_tags"]], "imgutils.tagging.deepdanbooru": [[75, "module-imgutils.tagging.deepdanbooru"]], "get_deepgelbooru_tags() (in module imgutils.tagging.deepgelbooru)": [[76, "imgutils.tagging.deepgelbooru.get_deepgelbooru_tags"]], "imgutils.tagging.deepgelbooru": [[76, "module-imgutils.tagging.deepgelbooru"]], "add_underline() (in module imgutils.tagging.format)": [[77, "imgutils.tagging.format.add_underline"]], "imgutils.tagging.format": [[77, "module-imgutils.tagging.format"]], "remove_underline() (in module imgutils.tagging.format)": [[77, "imgutils.tagging.format.remove_underline"]], "tags_to_text() (in module imgutils.tagging.format)": [[77, "imgutils.tagging.format.tags_to_text"]], "imgutils.tagging": [[78, "module-imgutils.tagging"]], "imgutils.tagging.match": [[79, "module-imgutils.tagging.match"]], "tag_match_full() (in module imgutils.tagging.match)": [[79, "imgutils.tagging.match.tag_match_full"]], "tag_match_prefix() (in module imgutils.tagging.match)": [[79, "imgutils.tagging.match.tag_match_prefix"]], "tag_match_suffix() (in module imgutils.tagging.match)": [[79, "imgutils.tagging.match.tag_match_suffix"]], "get_mldanbooru_tags() (in module imgutils.tagging.mldanbooru)": [[80, "imgutils.tagging.mldanbooru.get_mldanbooru_tags"]], "imgutils.tagging.mldanbooru": [[80, "module-imgutils.tagging.mldanbooru"]], "imgutils.tagging.order": [[81, "module-imgutils.tagging.order"]], "sort_tags() (in module imgutils.tagging.order)": [[81, "imgutils.tagging.order.sort_tags"]], "drop_overlap_tags() (in module imgutils.tagging.overlap)": [[82, "imgutils.tagging.overlap.drop_overlap_tags"]], "imgutils.tagging.overlap": [[82, "module-imgutils.tagging.overlap"]], "convert_wd14_emb_to_prediction() (in module imgutils.tagging.wd14)": [[83, "imgutils.tagging.wd14.convert_wd14_emb_to_prediction"]], "denormalize_wd14_emb() (in module imgutils.tagging.wd14)": [[83, "imgutils.tagging.wd14.denormalize_wd14_emb"]], "get_wd14_tags() (in module imgutils.tagging.wd14)": [[83, "imgutils.tagging.wd14.get_wd14_tags"]], "imgutils.tagging.wd14": [[83, "module-imgutils.tagging.wd14"]], "imgutils.upscale.cdc": [[84, "module-imgutils.upscale.cdc"]], "upscale_with_cdc() (in module imgutils.upscale.cdc)": [[84, "imgutils.upscale.cdc.upscale_with_cdc"]], "imgutils.upscale": [[85, "module-imgutils.upscale"]], "imgutils.utils.cache": [[86, "module-imgutils.utils.cache"]], "ts_lru_cache() (in module imgutils.utils.cache)": [[86, "imgutils.utils.cache.ts_lru_cache"]], "imgutils.utils.func": [[87, "module-imgutils.utils.func"]], "sigmoid() (in module imgutils.utils.func)": [[87, "imgutils.utils.func.sigmoid"]], "imgutils.utils": [[88, "module-imgutils.utils"]], "get_onnx_provider() (in module imgutils.utils.onnxruntime)": [[89, "imgutils.utils.onnxruntime.get_onnx_provider"]], "imgutils.utils.onnxruntime": [[89, "module-imgutils.utils.onnxruntime"]], "open_onnx_model() (in module imgutils.utils.onnxruntime)": [[89, "imgutils.utils.onnxruntime.open_onnx_model"]], "get_ai_created_score() (in module imgutils.validate.aicheck)": [[90, "imgutils.validate.aicheck.get_ai_created_score"]], "imgutils.validate.aicheck": [[90, "module-imgutils.validate.aicheck"]], "is_ai_created() (in module imgutils.validate.aicheck)": [[90, "imgutils.validate.aicheck.is_ai_created"]], "anime_bangumi_char() (in module imgutils.validate.bangumi_char)": [[91, "imgutils.validate.bangumi_char.anime_bangumi_char"]], "anime_bangumi_char_score() (in module imgutils.validate.bangumi_char)": [[91, "imgutils.validate.bangumi_char.anime_bangumi_char_score"]], "imgutils.validate.bangumi_char": [[91, "module-imgutils.validate.bangumi_char"]], "anime_classify() (in module imgutils.validate.classify)": [[92, "imgutils.validate.classify.anime_classify"]], "anime_classify_score() (in module imgutils.validate.classify)": [[92, "imgutils.validate.classify.anime_classify_score"]], "imgutils.validate.classify": [[92, "module-imgutils.validate.classify"]], "imgutils.validate.color": [[93, "module-imgutils.validate.color"]], "is_greyscale() (in module imgutils.validate.color)": [[93, "imgutils.validate.color.is_greyscale"]], "anime_completeness() (in module imgutils.validate.completeness)": [[94, "imgutils.validate.completeness.anime_completeness"]], "anime_completeness_score() (in module imgutils.validate.completeness)": [[94, "imgutils.validate.completeness.anime_completeness_score"]], "imgutils.validate.completeness": [[94, "module-imgutils.validate.completeness"]], "anime_dbrating() (in module imgutils.validate.dbrating)": [[95, "imgutils.validate.dbrating.anime_dbrating"]], "anime_dbrating_score() (in module imgutils.validate.dbrating)": [[95, "imgutils.validate.dbrating.anime_dbrating_score"]], "imgutils.validate.dbrating": [[95, "module-imgutils.validate.dbrating"]], "anime_furry() (in module imgutils.validate.furry)": [[96, "imgutils.validate.furry.anime_furry"]], "anime_furry_score() (in module imgutils.validate.furry)": [[96, "imgutils.validate.furry.anime_furry_score"]], "imgutils.validate.furry": [[96, "module-imgutils.validate.furry"]], "imgutils.validate": [[97, "module-imgutils.validate"]], "get_monochrome_score() (in module imgutils.validate.monochrome)": [[98, "imgutils.validate.monochrome.get_monochrome_score"]], "imgutils.validate.monochrome": [[98, "module-imgutils.validate.monochrome"]], "is_monochrome() (in module imgutils.validate.monochrome)": [[98, "imgutils.validate.monochrome.is_monochrome"]], "imgutils.validate.nsfw": [[99, "module-imgutils.validate.nsfw"]], "nsfw_pred() (in module imgutils.validate.nsfw)": [[99, "imgutils.validate.nsfw.nsfw_pred"]], "nsfw_pred_score() (in module imgutils.validate.nsfw)": [[99, "imgutils.validate.nsfw.nsfw_pred_score"]], "anime_portrait() (in module imgutils.validate.portrait)": [[100, "imgutils.validate.portrait.anime_portrait"]], "anime_portrait_score() (in module imgutils.validate.portrait)": [[100, "imgutils.validate.portrait.anime_portrait_score"]], "imgutils.validate.portrait": [[100, "module-imgutils.validate.portrait"]], "anime_rating() (in module imgutils.validate.rating)": [[101, "imgutils.validate.rating.anime_rating"]], "anime_rating_score() (in module imgutils.validate.rating)": [[101, "imgutils.validate.rating.anime_rating_score"]], "imgutils.validate.rating": [[101, "module-imgutils.validate.rating"]], "anime_real() (in module imgutils.validate.real)": [[102, "imgutils.validate.real.anime_real"]], "anime_real_score() (in module imgutils.validate.real)": [[102, "imgutils.validate.real.anime_real_score"]], "imgutils.validate.real": [[102, "module-imgutils.validate.real"]], "imgutils.validate.safe": [[103, "module-imgutils.validate.safe"]], "safe_check() (in module imgutils.validate.safe)": [[103, "imgutils.validate.safe.safe_check"]], "safe_check_score() (in module imgutils.validate.safe)": [[103, "imgutils.validate.safe.safe_check_score"]], "anime_style_age() (in module imgutils.validate.style_age)": [[104, "imgutils.validate.style_age.anime_style_age"]], "anime_style_age_score() (in module imgutils.validate.style_age)": [[104, "imgutils.validate.style_age.anime_style_age_score"]], "imgutils.validate.style_age": [[104, "module-imgutils.validate.style_age"]], "anime_teen() (in module imgutils.validate.teen)": [[105, "imgutils.validate.teen.anime_teen"]], "anime_teen_score() (in module imgutils.validate.teen)": [[105, "imgutils.validate.teen.anime_teen_score"]], "imgutils.validate.teen": [[105, "module-imgutils.validate.teen"]], "imgutils.validate.truncate": [[106, "module-imgutils.validate.truncate"]], "is_truncated_file() (in module imgutils.validate.truncate)": [[106, "imgutils.validate.truncate.is_truncated_file"]]}}) \ No newline at end of file diff --git a/dev/camie/.buildinfo b/dev/camie/.buildinfo index e98e4bf3cff268ba296e1ddf77cc70f72279f348..7a2d6df18c667708ad4db8297afdb5ea154f5f7c 100644 --- a/dev/camie/.buildinfo +++ b/dev/camie/.buildinfo @@ -1,4 +1,4 @@ # Sphinx build info version 1 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done. -config: fc48f8af54f03f504e1f3afede0656b2 +config: 09cac20175d316d42ca31e55dafdba43 tags: 645f666f9bcd5a90fca523b33c5a78b7 diff --git a/dev/camie/.doctrees/api_doc/ascii/drawing.doctree b/dev/camie/.doctrees/api_doc/ascii/drawing.doctree index ea29d279d14b2e79913d9214a8fcc3a3a35f4d6d..296f329df25dd25e32a385c83f98ce28c5b63b80 100644 Binary files a/dev/camie/.doctrees/api_doc/ascii/drawing.doctree and b/dev/camie/.doctrees/api_doc/ascii/drawing.doctree differ diff --git a/dev/camie/.doctrees/api_doc/ascii/index.doctree b/dev/camie/.doctrees/api_doc/ascii/index.doctree index 6c49154724d149175dcaa8d3c0998210ed310b1a..d13bc512fc4bea1c28ad2f008507bfdda12967aa 100644 Binary files a/dev/camie/.doctrees/api_doc/ascii/index.doctree and b/dev/camie/.doctrees/api_doc/ascii/index.doctree differ diff --git a/dev/camie/.doctrees/api_doc/config/index.doctree b/dev/camie/.doctrees/api_doc/config/index.doctree index 33d68584063307f887945bad08aa0b9f7db4f0bd..1d7e1e383cfd6f21717951bfff8aec4ec9591362 100644 Binary files a/dev/camie/.doctrees/api_doc/config/index.doctree and b/dev/camie/.doctrees/api_doc/config/index.doctree differ diff --git a/dev/camie/.doctrees/api_doc/config/meta.doctree b/dev/camie/.doctrees/api_doc/config/meta.doctree index 8ae5c20f6eddd4959d9ad2e7b230bab7c08b9acf..71a273a7d40865435999a8ed1def01e088a68240 100644 Binary files a/dev/camie/.doctrees/api_doc/config/meta.doctree and b/dev/camie/.doctrees/api_doc/config/meta.doctree differ diff --git a/dev/camie/.doctrees/api_doc/data/background.doctree b/dev/camie/.doctrees/api_doc/data/background.doctree index f4ff010665b7e6403718ba5ffcdaf8ab25c9dbdb..08548d083daddbd5e5426e8b8ee4bd7ce053e20d 100644 Binary files a/dev/camie/.doctrees/api_doc/data/background.doctree and b/dev/camie/.doctrees/api_doc/data/background.doctree differ diff --git a/dev/camie/.doctrees/api_doc/data/blob.doctree b/dev/camie/.doctrees/api_doc/data/blob.doctree index a1339d9698b9aa988ab3f772a97762a3c526f9e7..ffb09da4976c9408972b440f090e9a4e95f229c2 100644 Binary files a/dev/camie/.doctrees/api_doc/data/blob.doctree and b/dev/camie/.doctrees/api_doc/data/blob.doctree differ diff --git a/dev/camie/.doctrees/api_doc/data/decode.doctree b/dev/camie/.doctrees/api_doc/data/decode.doctree index 332865728187b706279d4262c83da4b5528e1acf..c17b57eaf9d03ef1f6eb316c988d046c098868fe 100644 Binary files a/dev/camie/.doctrees/api_doc/data/decode.doctree and b/dev/camie/.doctrees/api_doc/data/decode.doctree differ diff --git a/dev/camie/.doctrees/api_doc/data/encode.doctree b/dev/camie/.doctrees/api_doc/data/encode.doctree index 88aa6c6ffc738956b8b6d85c957f1ce95e22f99f..2337f71a066347cac6431ef489759c962c708287 100644 Binary files a/dev/camie/.doctrees/api_doc/data/encode.doctree and b/dev/camie/.doctrees/api_doc/data/encode.doctree differ diff --git a/dev/camie/.doctrees/api_doc/data/image.doctree b/dev/camie/.doctrees/api_doc/data/image.doctree index fd5b61b405f6b8d3a4202e5d463c55c65825a6df..724cee7a1ec93aef0fb00334ecfc69d8661a82ab 100644 Binary files a/dev/camie/.doctrees/api_doc/data/image.doctree and b/dev/camie/.doctrees/api_doc/data/image.doctree differ diff --git a/dev/camie/.doctrees/api_doc/data/index.doctree b/dev/camie/.doctrees/api_doc/data/index.doctree index d8413aab6ef4eae6d9a9c1ce0eaa56471b20a934..99311446db647d73346351c09df772713205b2d1 100644 Binary files a/dev/camie/.doctrees/api_doc/data/index.doctree and b/dev/camie/.doctrees/api_doc/data/index.doctree differ diff --git a/dev/camie/.doctrees/api_doc/data/layer.doctree b/dev/camie/.doctrees/api_doc/data/layer.doctree index 5073586c9f260c5e482685d4d23410970e64fc3d..e5e8c00fca13a2e613923246a05f17466ab90bbd 100644 Binary files a/dev/camie/.doctrees/api_doc/data/layer.doctree and b/dev/camie/.doctrees/api_doc/data/layer.doctree differ diff --git a/dev/camie/.doctrees/api_doc/data/url.doctree b/dev/camie/.doctrees/api_doc/data/url.doctree index 1f7766e7dce47931801f12961117013988051573..42a70052d8aa3fab38433eed21d1a675f5ac2bbc 100644 Binary files a/dev/camie/.doctrees/api_doc/data/url.doctree and b/dev/camie/.doctrees/api_doc/data/url.doctree differ diff --git a/dev/camie/.doctrees/api_doc/detect/booru_yolo.doctree b/dev/camie/.doctrees/api_doc/detect/booru_yolo.doctree index b788840a8282bf5270d95b08869e15d2c906e8ae..6d54a62372b87704b42bea37b58939dfa06637d7 100644 Binary files a/dev/camie/.doctrees/api_doc/detect/booru_yolo.doctree and b/dev/camie/.doctrees/api_doc/detect/booru_yolo.doctree differ diff --git a/dev/camie/.doctrees/api_doc/detect/censor.doctree b/dev/camie/.doctrees/api_doc/detect/censor.doctree index 84e4f9618e2648cc3c54773ddd7e4573ea07530e..d4b9c122076ecf6045025d957972b7ee431b6823 100644 Binary files a/dev/camie/.doctrees/api_doc/detect/censor.doctree and b/dev/camie/.doctrees/api_doc/detect/censor.doctree differ diff --git a/dev/camie/.doctrees/api_doc/detect/eye.doctree b/dev/camie/.doctrees/api_doc/detect/eye.doctree index a5fb7a2fc0e62f50e349dcf74a876670bb542754..88fffa896154643782b11d9656fe6e7466895fe3 100644 Binary files a/dev/camie/.doctrees/api_doc/detect/eye.doctree and b/dev/camie/.doctrees/api_doc/detect/eye.doctree differ diff --git a/dev/camie/.doctrees/api_doc/detect/face.doctree b/dev/camie/.doctrees/api_doc/detect/face.doctree index ebb2fb4b6c664c35c98d9086f63cb8a173a9345d..9bce35bfb9c851df750e55979c8ae8a811b46bc7 100644 Binary files a/dev/camie/.doctrees/api_doc/detect/face.doctree and b/dev/camie/.doctrees/api_doc/detect/face.doctree differ diff --git a/dev/camie/.doctrees/api_doc/detect/halfbody.doctree b/dev/camie/.doctrees/api_doc/detect/halfbody.doctree index 330e8f41ebebf37979c21a425ea98b0d55fad847..ff76abf66609f4f7034f5937e627d3d49bf6b7c2 100644 Binary files a/dev/camie/.doctrees/api_doc/detect/halfbody.doctree and b/dev/camie/.doctrees/api_doc/detect/halfbody.doctree differ diff --git a/dev/camie/.doctrees/api_doc/detect/hand.doctree b/dev/camie/.doctrees/api_doc/detect/hand.doctree index 20525e0bc20ca720b554ec0fcae4bfd11d256ff0..6765093daf04badd36a93d621e71c282ab385f85 100644 Binary files a/dev/camie/.doctrees/api_doc/detect/hand.doctree and b/dev/camie/.doctrees/api_doc/detect/hand.doctree differ diff --git a/dev/camie/.doctrees/api_doc/detect/head.doctree b/dev/camie/.doctrees/api_doc/detect/head.doctree index abacf204f1e018483dffa0a4fe558f175cbcdbe0..0bc00dce8187fb2acc8968a7f45f32b6ff5040c2 100644 Binary files a/dev/camie/.doctrees/api_doc/detect/head.doctree and b/dev/camie/.doctrees/api_doc/detect/head.doctree differ diff --git a/dev/camie/.doctrees/api_doc/detect/index.doctree b/dev/camie/.doctrees/api_doc/detect/index.doctree index 89d7ad0284abb6a067c1688b4f85fa42d2ef5840..82d3fe0b1be615498da6a7b76735a978440cb967 100644 Binary files a/dev/camie/.doctrees/api_doc/detect/index.doctree and b/dev/camie/.doctrees/api_doc/detect/index.doctree differ diff --git a/dev/camie/.doctrees/api_doc/detect/nudenet.doctree b/dev/camie/.doctrees/api_doc/detect/nudenet.doctree index a3b8419387c8c11328bc36201c06e2a3039487f8..10f5781d8afa185f8a431ac47ba6028914b69ac5 100644 Binary files a/dev/camie/.doctrees/api_doc/detect/nudenet.doctree and b/dev/camie/.doctrees/api_doc/detect/nudenet.doctree differ diff --git a/dev/camie/.doctrees/api_doc/detect/person.doctree b/dev/camie/.doctrees/api_doc/detect/person.doctree index 849b1f642e5e9c80873161ef17d734db1c4e24b4..ea4699e810870cccfc3a717ad189c031032db899 100644 Binary files a/dev/camie/.doctrees/api_doc/detect/person.doctree and b/dev/camie/.doctrees/api_doc/detect/person.doctree differ diff --git a/dev/camie/.doctrees/api_doc/detect/similarity.doctree b/dev/camie/.doctrees/api_doc/detect/similarity.doctree index 0efd95d96577b5755f689015e331e3f8787ee4f7..6bdadc5d14759bf47044698af4ec8c505debbfed 100644 Binary files a/dev/camie/.doctrees/api_doc/detect/similarity.doctree and b/dev/camie/.doctrees/api_doc/detect/similarity.doctree differ diff --git a/dev/camie/.doctrees/api_doc/detect/text.doctree b/dev/camie/.doctrees/api_doc/detect/text.doctree index 40a9bf5be8ac608c2fb4bbad4c466bf639e92388..27cd2dc7f5370efe75487772557c9793cd3a7501 100644 Binary files a/dev/camie/.doctrees/api_doc/detect/text.doctree and b/dev/camie/.doctrees/api_doc/detect/text.doctree differ diff --git a/dev/camie/.doctrees/api_doc/detect/visual.doctree b/dev/camie/.doctrees/api_doc/detect/visual.doctree index e792e4b9f9b18822b79a2a8f6c54a4e8b5ef3b30..2f61e585e85457b542274e4084bf0ecf8caa0815 100644 Binary files a/dev/camie/.doctrees/api_doc/detect/visual.doctree and b/dev/camie/.doctrees/api_doc/detect/visual.doctree differ diff --git a/dev/camie/.doctrees/api_doc/edge/canny.doctree b/dev/camie/.doctrees/api_doc/edge/canny.doctree index 0c896d5dca5ec9cdb4ff13307a8619a9a3f2174d..da3b2135a855c8d1e12477d8ed6287860aa30d5b 100644 Binary files a/dev/camie/.doctrees/api_doc/edge/canny.doctree and b/dev/camie/.doctrees/api_doc/edge/canny.doctree differ diff --git a/dev/camie/.doctrees/api_doc/edge/index.doctree b/dev/camie/.doctrees/api_doc/edge/index.doctree index 8ae36b9cdef82356758a95959687f8695bbd4de2..f111b1c654f3685213aebffcb5d3c452969bf637 100644 Binary files a/dev/camie/.doctrees/api_doc/edge/index.doctree and b/dev/camie/.doctrees/api_doc/edge/index.doctree differ diff --git a/dev/camie/.doctrees/api_doc/edge/lineart.doctree b/dev/camie/.doctrees/api_doc/edge/lineart.doctree index eec1c4f62c39e6de553909af942a556e336e8f2c..2309503679803111e44a95f286308307dd911b4c 100644 Binary files a/dev/camie/.doctrees/api_doc/edge/lineart.doctree and b/dev/camie/.doctrees/api_doc/edge/lineart.doctree differ diff --git a/dev/camie/.doctrees/api_doc/edge/lineart_anime.doctree b/dev/camie/.doctrees/api_doc/edge/lineart_anime.doctree index 08db7c7d719471ae2c1e0be40a7b1e964d2808c2..9ebc633c6cbef2df6e2975b94e8259029d9a0c11 100644 Binary files a/dev/camie/.doctrees/api_doc/edge/lineart_anime.doctree and b/dev/camie/.doctrees/api_doc/edge/lineart_anime.doctree differ diff --git a/dev/camie/.doctrees/api_doc/generic/classify.doctree b/dev/camie/.doctrees/api_doc/generic/classify.doctree index 5d2488dba66a952279974a55d028d1084051dee3..1ec056847eef94d9292957d5e5fe24ff77fd2f1b 100644 Binary files a/dev/camie/.doctrees/api_doc/generic/classify.doctree and b/dev/camie/.doctrees/api_doc/generic/classify.doctree differ diff --git a/dev/camie/.doctrees/api_doc/generic/clip.doctree b/dev/camie/.doctrees/api_doc/generic/clip.doctree index 14de58575f71e465021e61f10a3582d5010dec6a..0b2950c6473871d9636d9b3e94e68f531629063a 100644 Binary files a/dev/camie/.doctrees/api_doc/generic/clip.doctree and b/dev/camie/.doctrees/api_doc/generic/clip.doctree differ diff --git a/dev/camie/.doctrees/api_doc/generic/enhance.doctree b/dev/camie/.doctrees/api_doc/generic/enhance.doctree index b96a3efd1fd10b0e548d188fc4e3a07a9460af70..37c8382b4240544d897a162b577f6f0453be316e 100644 Binary files a/dev/camie/.doctrees/api_doc/generic/enhance.doctree and b/dev/camie/.doctrees/api_doc/generic/enhance.doctree differ diff --git a/dev/camie/.doctrees/api_doc/generic/index.doctree b/dev/camie/.doctrees/api_doc/generic/index.doctree index 485550e92ef26c7f98e1a612a3488950d3b4b25a..2391fd28e02745b68a6ef64dc55573a088ca69c5 100644 Binary files a/dev/camie/.doctrees/api_doc/generic/index.doctree and b/dev/camie/.doctrees/api_doc/generic/index.doctree differ diff --git a/dev/camie/.doctrees/api_doc/generic/siglip.doctree b/dev/camie/.doctrees/api_doc/generic/siglip.doctree index 22a0f7a90cc8a09faac0537077cee6084fbff959..cc1e0233337b8947c08c19a4d8465c76be2b31d4 100644 Binary files a/dev/camie/.doctrees/api_doc/generic/siglip.doctree and b/dev/camie/.doctrees/api_doc/generic/siglip.doctree differ diff --git a/dev/camie/.doctrees/api_doc/generic/yolo.doctree b/dev/camie/.doctrees/api_doc/generic/yolo.doctree index 3669a2e266c6cae9ebbd989f0f53df7813aa0917..60a966bb4abc4657ddd3dfa3f2ddd8222fcd177c 100644 Binary files a/dev/camie/.doctrees/api_doc/generic/yolo.doctree and b/dev/camie/.doctrees/api_doc/generic/yolo.doctree differ diff --git a/dev/camie/.doctrees/api_doc/metadata/geninfo.doctree b/dev/camie/.doctrees/api_doc/metadata/geninfo.doctree index ba6b8e03bc6a0f075ce2f587f00d22f45f9c25f2..ff6c9e675515cfe1cf4643e16dc3a68a0ab0c784 100644 Binary files a/dev/camie/.doctrees/api_doc/metadata/geninfo.doctree and b/dev/camie/.doctrees/api_doc/metadata/geninfo.doctree differ diff --git a/dev/camie/.doctrees/api_doc/metadata/index.doctree b/dev/camie/.doctrees/api_doc/metadata/index.doctree index 57c766f35c70e66c59870ab5f94ff69eb52af6a0..ff3316d60a9a10d0338305ecfe955ad415338623 100644 Binary files a/dev/camie/.doctrees/api_doc/metadata/index.doctree and b/dev/camie/.doctrees/api_doc/metadata/index.doctree differ diff --git a/dev/camie/.doctrees/api_doc/metadata/lsb.doctree b/dev/camie/.doctrees/api_doc/metadata/lsb.doctree index 7f49ffeb40e65ea0acbb13946be3ff528e7dfb45..50a0535daefa4dea0f08513c4ac3b823f7075df7 100644 Binary files a/dev/camie/.doctrees/api_doc/metadata/lsb.doctree and b/dev/camie/.doctrees/api_doc/metadata/lsb.doctree differ diff --git a/dev/camie/.doctrees/api_doc/metrics/aesthetic.doctree b/dev/camie/.doctrees/api_doc/metrics/aesthetic.doctree index 474bedbbd357cd51465c9f1443ea3f32fd9199cc..938364b27e5e10e67ffd86e3cc668b5cdb7e59b0 100644 Binary files a/dev/camie/.doctrees/api_doc/metrics/aesthetic.doctree and b/dev/camie/.doctrees/api_doc/metrics/aesthetic.doctree differ diff --git a/dev/camie/.doctrees/api_doc/metrics/ccip.doctree b/dev/camie/.doctrees/api_doc/metrics/ccip.doctree index 70639bf3ba43ee08372f93426bfc4a490fb6f464..00c0960fbf99640ca118cb44fa42715cb5ae0498 100644 Binary files a/dev/camie/.doctrees/api_doc/metrics/ccip.doctree and b/dev/camie/.doctrees/api_doc/metrics/ccip.doctree differ diff --git a/dev/camie/.doctrees/api_doc/metrics/dbaesthetic.doctree b/dev/camie/.doctrees/api_doc/metrics/dbaesthetic.doctree index 9e5d1582c46eae0ceff4598958a98db82ec55336..524725bee02d784cc657fc406cd314d91954cc4f 100644 Binary files a/dev/camie/.doctrees/api_doc/metrics/dbaesthetic.doctree and b/dev/camie/.doctrees/api_doc/metrics/dbaesthetic.doctree differ diff --git a/dev/camie/.doctrees/api_doc/metrics/index.doctree b/dev/camie/.doctrees/api_doc/metrics/index.doctree index 8a7f34c31c0f383339f3755fe3e4f8dc9763cebb..ab23906b909d23115a2b9334451063a7f4cfd825 100644 Binary files a/dev/camie/.doctrees/api_doc/metrics/index.doctree and b/dev/camie/.doctrees/api_doc/metrics/index.doctree differ diff --git a/dev/camie/.doctrees/api_doc/metrics/laplacian.doctree b/dev/camie/.doctrees/api_doc/metrics/laplacian.doctree index f06448ec03bc726b40f2fa8edd1c03c4641348db..91d67927f23017e26b0a8e36a9e46f8720d4dc16 100644 Binary files a/dev/camie/.doctrees/api_doc/metrics/laplacian.doctree and b/dev/camie/.doctrees/api_doc/metrics/laplacian.doctree differ diff --git a/dev/camie/.doctrees/api_doc/metrics/lpips.doctree b/dev/camie/.doctrees/api_doc/metrics/lpips.doctree index b56f1f0d3c5a93d5107b8ac2e14db249fb802b9a..0fe468dbb1cca28d66a27bdb05c448bf6e172cb9 100644 Binary files a/dev/camie/.doctrees/api_doc/metrics/lpips.doctree and b/dev/camie/.doctrees/api_doc/metrics/lpips.doctree differ diff --git a/dev/camie/.doctrees/api_doc/metrics/psnr_.doctree b/dev/camie/.doctrees/api_doc/metrics/psnr_.doctree index b7132e518f779c7374784559785cb612421fa915..fa163be8ba784f324761879fdfde2541296743e8 100644 Binary files a/dev/camie/.doctrees/api_doc/metrics/psnr_.doctree and b/dev/camie/.doctrees/api_doc/metrics/psnr_.doctree differ diff --git a/dev/camie/.doctrees/api_doc/ocr/index.doctree b/dev/camie/.doctrees/api_doc/ocr/index.doctree index 73d8bb103ffa613a11918aca88826ca2c83f232e..ad9a6b28d162b1f04ba34515ac8d31503a7172fb 100644 Binary files a/dev/camie/.doctrees/api_doc/ocr/index.doctree and b/dev/camie/.doctrees/api_doc/ocr/index.doctree differ diff --git a/dev/camie/.doctrees/api_doc/operate/align.doctree b/dev/camie/.doctrees/api_doc/operate/align.doctree index 67c22d61bd8e6863207a79571fdcc8126a78a16a..8cf3f5b99d5c6c59f87b21b9d2b9c06771f9d40d 100644 Binary files a/dev/camie/.doctrees/api_doc/operate/align.doctree and b/dev/camie/.doctrees/api_doc/operate/align.doctree differ diff --git a/dev/camie/.doctrees/api_doc/operate/censor.doctree b/dev/camie/.doctrees/api_doc/operate/censor.doctree index 37235b1f9d825ac012261e9e98d5dc8e5d27739a..a908118bf1dc44a647023b561822a1bd1404c6b5 100644 Binary files a/dev/camie/.doctrees/api_doc/operate/censor.doctree and b/dev/camie/.doctrees/api_doc/operate/censor.doctree differ diff --git a/dev/camie/.doctrees/api_doc/operate/imgcensor.doctree b/dev/camie/.doctrees/api_doc/operate/imgcensor.doctree index 2063a274a77062b881fc9c8372b334cbc3c23c48..8bbc751ed2cd73ed99168a366f3b29d655cb3cf7 100644 Binary files a/dev/camie/.doctrees/api_doc/operate/imgcensor.doctree and b/dev/camie/.doctrees/api_doc/operate/imgcensor.doctree differ diff --git a/dev/camie/.doctrees/api_doc/operate/index.doctree b/dev/camie/.doctrees/api_doc/operate/index.doctree index ddbd2ad9a3e0aa4c3e231d9f10111707ce70444d..232e0d09268f62bc451922ecfeb2902fa191892e 100644 Binary files a/dev/camie/.doctrees/api_doc/operate/index.doctree and b/dev/camie/.doctrees/api_doc/operate/index.doctree differ diff --git a/dev/camie/.doctrees/api_doc/operate/squeeze.doctree b/dev/camie/.doctrees/api_doc/operate/squeeze.doctree index 6a29c9909a72b1be1b25ed07755e3f3b78c40636..f8498c95321333d724f40b5b323bb715588f913f 100644 Binary files a/dev/camie/.doctrees/api_doc/operate/squeeze.doctree and b/dev/camie/.doctrees/api_doc/operate/squeeze.doctree differ diff --git a/dev/camie/.doctrees/api_doc/pose/dwpose.doctree b/dev/camie/.doctrees/api_doc/pose/dwpose.doctree index fbf194e31b0b28d84893dd6b8151f09df5a53b45..af9140bd25f7b6b0e6b0c615d2ff8eda1ebd97b1 100644 Binary files a/dev/camie/.doctrees/api_doc/pose/dwpose.doctree and b/dev/camie/.doctrees/api_doc/pose/dwpose.doctree differ diff --git a/dev/camie/.doctrees/api_doc/pose/format.doctree b/dev/camie/.doctrees/api_doc/pose/format.doctree index 3e576a5872c6490df0fa92cc0c90041e3ccf4a67..8c80f54ceaa092270ff376c318c8c3f0a5856e47 100644 Binary files a/dev/camie/.doctrees/api_doc/pose/format.doctree and b/dev/camie/.doctrees/api_doc/pose/format.doctree differ diff --git a/dev/camie/.doctrees/api_doc/pose/index.doctree b/dev/camie/.doctrees/api_doc/pose/index.doctree index f7bc42754a0d6afd239b6b0b8a2187ead3a1e06d..ab5f607f7ff17415bb695d227a67400fd1269dd4 100644 Binary files a/dev/camie/.doctrees/api_doc/pose/index.doctree and b/dev/camie/.doctrees/api_doc/pose/index.doctree differ diff --git a/dev/camie/.doctrees/api_doc/pose/visual.doctree b/dev/camie/.doctrees/api_doc/pose/visual.doctree index 13a6554d640d408030409665bbf5c3a589627588..0488452a9a1e561f55a213cc3460a2639217354e 100644 Binary files a/dev/camie/.doctrees/api_doc/pose/visual.doctree and b/dev/camie/.doctrees/api_doc/pose/visual.doctree differ diff --git a/dev/camie/.doctrees/api_doc/preprocess/base.doctree b/dev/camie/.doctrees/api_doc/preprocess/base.doctree index a5277f54413d93d0cd46c8771b18eeb963171de2..38df00786f3678a71dcb2f39d2134e0738907f13 100644 Binary files a/dev/camie/.doctrees/api_doc/preprocess/base.doctree and b/dev/camie/.doctrees/api_doc/preprocess/base.doctree differ diff --git a/dev/camie/.doctrees/api_doc/preprocess/index.doctree b/dev/camie/.doctrees/api_doc/preprocess/index.doctree index 7b5e1ea12f21fefe6fa537a0537c6a9b1ff4502f..0c366587b1f5fd8120c90e624c909b05afa31a55 100644 Binary files a/dev/camie/.doctrees/api_doc/preprocess/index.doctree and b/dev/camie/.doctrees/api_doc/preprocess/index.doctree differ diff --git a/dev/camie/.doctrees/api_doc/preprocess/pillow.doctree b/dev/camie/.doctrees/api_doc/preprocess/pillow.doctree index 7babfaf32b0b6f6defe1e286f0dc639399eba3f9..5ad3975d61d8fc9da3dedfbcfe34fec8bff0f77e 100644 Binary files a/dev/camie/.doctrees/api_doc/preprocess/pillow.doctree and b/dev/camie/.doctrees/api_doc/preprocess/pillow.doctree differ diff --git a/dev/camie/.doctrees/api_doc/preprocess/torchvision.doctree b/dev/camie/.doctrees/api_doc/preprocess/torchvision.doctree index 4cf076190da034e8a0e84c43eba782cde300fb9d..cfc84d18d9126f0bfd341eb67047c7fff302701a 100644 Binary files a/dev/camie/.doctrees/api_doc/preprocess/torchvision.doctree and b/dev/camie/.doctrees/api_doc/preprocess/torchvision.doctree differ diff --git a/dev/camie/.doctrees/api_doc/preprocess/transformers.doctree b/dev/camie/.doctrees/api_doc/preprocess/transformers.doctree index ba1159d02763dbd208108498739bc3d353e87951..fc0d69f03cfdf77bb2d5b5eee83689964bbe9688 100644 Binary files a/dev/camie/.doctrees/api_doc/preprocess/transformers.doctree and b/dev/camie/.doctrees/api_doc/preprocess/transformers.doctree differ diff --git a/dev/camie/.doctrees/api_doc/resource/background.doctree b/dev/camie/.doctrees/api_doc/resource/background.doctree index 758f0d09f4ad913209c826f798a05812ee0ada25..9cfdc65848878e32ec682689dffb49f9b4620203 100644 Binary files a/dev/camie/.doctrees/api_doc/resource/background.doctree and b/dev/camie/.doctrees/api_doc/resource/background.doctree differ diff --git a/dev/camie/.doctrees/api_doc/resource/index.doctree b/dev/camie/.doctrees/api_doc/resource/index.doctree index 5d3b5753187db53c423ca13d715b539d71f8f951..30c4220f274498d8ad958d1678bbcc37691133b9 100644 Binary files a/dev/camie/.doctrees/api_doc/resource/index.doctree and b/dev/camie/.doctrees/api_doc/resource/index.doctree differ diff --git a/dev/camie/.doctrees/api_doc/restore/adversarial.doctree b/dev/camie/.doctrees/api_doc/restore/adversarial.doctree index 3b40cd372094cba0ec1c617b1af218a28d750b40..55d1025f4d2675b447649ba039f54a0e9e1e3320 100644 Binary files a/dev/camie/.doctrees/api_doc/restore/adversarial.doctree and b/dev/camie/.doctrees/api_doc/restore/adversarial.doctree differ diff --git a/dev/camie/.doctrees/api_doc/restore/index.doctree b/dev/camie/.doctrees/api_doc/restore/index.doctree index ba518ed366e1684e0c92abd3ef493ab70f983608..fcd0f564f3c76115c3363eff3f9f52f62604cfa9 100644 Binary files a/dev/camie/.doctrees/api_doc/restore/index.doctree and b/dev/camie/.doctrees/api_doc/restore/index.doctree differ diff --git a/dev/camie/.doctrees/api_doc/restore/nafnet.doctree b/dev/camie/.doctrees/api_doc/restore/nafnet.doctree index 1d413f7b4bd62e8378caf9ce5ab4343c3a36e11b..abf65ac21e78d12a7ac79236e028259f3c2d4d19 100644 Binary files a/dev/camie/.doctrees/api_doc/restore/nafnet.doctree and b/dev/camie/.doctrees/api_doc/restore/nafnet.doctree differ diff --git a/dev/camie/.doctrees/api_doc/restore/scunet.doctree b/dev/camie/.doctrees/api_doc/restore/scunet.doctree index b13879123e525642fbefe339c5ca2c889bb2d2cf..0057c3689485c45ec14099491f73d2daf8b21a4e 100644 Binary files a/dev/camie/.doctrees/api_doc/restore/scunet.doctree and b/dev/camie/.doctrees/api_doc/restore/scunet.doctree differ diff --git a/dev/camie/.doctrees/api_doc/sd/index.doctree b/dev/camie/.doctrees/api_doc/sd/index.doctree index 5ff952a1b9f353d386b5c925c694357e7b2beaba..afb671ebac092b48d49ca9d612b8f0d7bc64272c 100644 Binary files a/dev/camie/.doctrees/api_doc/sd/index.doctree and b/dev/camie/.doctrees/api_doc/sd/index.doctree differ diff --git a/dev/camie/.doctrees/api_doc/sd/metadata.doctree b/dev/camie/.doctrees/api_doc/sd/metadata.doctree index c90ec004b1615dd464577cc63fc07a78e881f1f3..7f0b6d52ed15fba8fa2d763b5c87f7b97e027ebb 100644 Binary files a/dev/camie/.doctrees/api_doc/sd/metadata.doctree and b/dev/camie/.doctrees/api_doc/sd/metadata.doctree differ diff --git a/dev/camie/.doctrees/api_doc/sd/model.doctree b/dev/camie/.doctrees/api_doc/sd/model.doctree index 6a4606ab6d9a78aed3404e0e3504efeb15ca9efb..093dc25f498140faf770ba90394f463804926d4d 100644 Binary files a/dev/camie/.doctrees/api_doc/sd/model.doctree and b/dev/camie/.doctrees/api_doc/sd/model.doctree differ diff --git a/dev/camie/.doctrees/api_doc/sd/nai.doctree b/dev/camie/.doctrees/api_doc/sd/nai.doctree index 9a0353c20044116b2abb6faff1a1eddf98f2b9dc..64f8d47be4ff7c4c25ce3a2dcbf5bbf939e4cdde 100644 Binary files a/dev/camie/.doctrees/api_doc/sd/nai.doctree and b/dev/camie/.doctrees/api_doc/sd/nai.doctree differ diff --git a/dev/camie/.doctrees/api_doc/segment/index.doctree b/dev/camie/.doctrees/api_doc/segment/index.doctree index 50ec48e2ef8ccc4d7765aa05c9954ea4fadec33e..13c9914b574569f21bce603d80daeca15e32b6b2 100644 Binary files a/dev/camie/.doctrees/api_doc/segment/index.doctree and b/dev/camie/.doctrees/api_doc/segment/index.doctree differ diff --git a/dev/camie/.doctrees/api_doc/segment/isnetis.doctree b/dev/camie/.doctrees/api_doc/segment/isnetis.doctree index 82e22b97585ce3b3df638566c780e56b31f76999..5dcb291b83aa8a93fb6847d8ddf91281de0021f1 100644 Binary files a/dev/camie/.doctrees/api_doc/segment/isnetis.doctree and b/dev/camie/.doctrees/api_doc/segment/isnetis.doctree differ diff --git a/dev/camie/.doctrees/api_doc/tagging/blacklist.doctree b/dev/camie/.doctrees/api_doc/tagging/blacklist.doctree index 200ecad190ba7ae3e3cd35a5fb7e678ddaa1dff2..e762c83b5f0cd024ece8633a01c54414cbe933a3 100644 Binary files a/dev/camie/.doctrees/api_doc/tagging/blacklist.doctree and b/dev/camie/.doctrees/api_doc/tagging/blacklist.doctree differ diff --git a/dev/camie/.doctrees/api_doc/tagging/character.doctree b/dev/camie/.doctrees/api_doc/tagging/character.doctree index 65fc5ab6e1af669793814e3f0b7ea7197c4f2898..59668d813ee6979600298a82af1b1471a245f5e7 100644 Binary files a/dev/camie/.doctrees/api_doc/tagging/character.doctree and b/dev/camie/.doctrees/api_doc/tagging/character.doctree differ diff --git a/dev/camie/.doctrees/api_doc/tagging/deepdanbooru.doctree b/dev/camie/.doctrees/api_doc/tagging/deepdanbooru.doctree index 0a14c15299d30a018bafb45a47e3f1e4289dbdfa..e46a6a876636d1a8016627ee59b3d60d06d26104 100644 Binary files a/dev/camie/.doctrees/api_doc/tagging/deepdanbooru.doctree and b/dev/camie/.doctrees/api_doc/tagging/deepdanbooru.doctree differ diff --git a/dev/camie/.doctrees/api_doc/tagging/deepgelbooru.doctree b/dev/camie/.doctrees/api_doc/tagging/deepgelbooru.doctree index 867894c0a46c6324547c00439812768648b156fd..6f51e39afff9cbc96d93f61b1707a8a598041c10 100644 Binary files a/dev/camie/.doctrees/api_doc/tagging/deepgelbooru.doctree and b/dev/camie/.doctrees/api_doc/tagging/deepgelbooru.doctree differ diff --git a/dev/camie/.doctrees/api_doc/tagging/format.doctree b/dev/camie/.doctrees/api_doc/tagging/format.doctree index 35b89d00d79f45130a0fc37cb4530ee583bf427c..2c90ffd4117395e48736ab2b2497cac654b213ba 100644 Binary files a/dev/camie/.doctrees/api_doc/tagging/format.doctree and b/dev/camie/.doctrees/api_doc/tagging/format.doctree differ diff --git a/dev/camie/.doctrees/api_doc/tagging/index.doctree b/dev/camie/.doctrees/api_doc/tagging/index.doctree index 4d30c5e10a228ef8ccee5e01625d7573d28469cc..0d8eb8ba1fcb446d3a075bc9cc1e496ae867dad0 100644 Binary files a/dev/camie/.doctrees/api_doc/tagging/index.doctree and b/dev/camie/.doctrees/api_doc/tagging/index.doctree differ diff --git a/dev/camie/.doctrees/api_doc/tagging/match.doctree b/dev/camie/.doctrees/api_doc/tagging/match.doctree index 387319f4a16b54ab7f211b9d00e027425813ea1b..bb6bf672df1495f27b4745cd55805db14c719b97 100644 Binary files a/dev/camie/.doctrees/api_doc/tagging/match.doctree and b/dev/camie/.doctrees/api_doc/tagging/match.doctree differ diff --git a/dev/camie/.doctrees/api_doc/tagging/mldanbooru.doctree b/dev/camie/.doctrees/api_doc/tagging/mldanbooru.doctree index 9dfa68e73d6af929773631464e49d3d60dfe40cc..01e6e00c386e90a164bd1ee2eb77c6b71aa9d248 100644 Binary files a/dev/camie/.doctrees/api_doc/tagging/mldanbooru.doctree and b/dev/camie/.doctrees/api_doc/tagging/mldanbooru.doctree differ diff --git a/dev/camie/.doctrees/api_doc/tagging/order.doctree b/dev/camie/.doctrees/api_doc/tagging/order.doctree index 1c901a4e879c962945dd3eada08330d4606c4905..7b84d2068d3d9079f7edba6ab95cf20500d5d4bb 100644 Binary files a/dev/camie/.doctrees/api_doc/tagging/order.doctree and b/dev/camie/.doctrees/api_doc/tagging/order.doctree differ diff --git a/dev/camie/.doctrees/api_doc/tagging/overlap.doctree b/dev/camie/.doctrees/api_doc/tagging/overlap.doctree index 964d7dd5ae0cb1a4da1dff33a31a946e230e8d1e..4953d301a035f3058fc78fb51b5469e8cecb0d0a 100644 Binary files a/dev/camie/.doctrees/api_doc/tagging/overlap.doctree and b/dev/camie/.doctrees/api_doc/tagging/overlap.doctree differ diff --git a/dev/camie/.doctrees/api_doc/tagging/wd14.doctree b/dev/camie/.doctrees/api_doc/tagging/wd14.doctree index 8d4ec6d7904f2638d1d50c9fd790bd9eac57fe9a..7da02bd9971fad00d330e63482d70fcd9b373893 100644 Binary files a/dev/camie/.doctrees/api_doc/tagging/wd14.doctree and b/dev/camie/.doctrees/api_doc/tagging/wd14.doctree differ diff --git a/dev/camie/.doctrees/api_doc/upscale/cdc.doctree b/dev/camie/.doctrees/api_doc/upscale/cdc.doctree index 0f01d43d3d09940e0881f5d4bd694e430ec03cbe..39cace82c91e935347b6ecf42595a8de7b2ef6c8 100644 Binary files a/dev/camie/.doctrees/api_doc/upscale/cdc.doctree and b/dev/camie/.doctrees/api_doc/upscale/cdc.doctree differ diff --git a/dev/camie/.doctrees/api_doc/upscale/index.doctree b/dev/camie/.doctrees/api_doc/upscale/index.doctree index 3dab17101ce4485e78ee9be6c43e89672533f8a1..d34e37e7e568d467953033ec25738e6b3f3e2980 100644 Binary files a/dev/camie/.doctrees/api_doc/upscale/index.doctree and b/dev/camie/.doctrees/api_doc/upscale/index.doctree differ diff --git a/dev/camie/.doctrees/api_doc/utils/cache.doctree b/dev/camie/.doctrees/api_doc/utils/cache.doctree index d675c30f6f5742bad8d7b1f6f7c598b89b4a715a..257ab44dbde2f757730b859f530e9fc492c6bc43 100644 Binary files a/dev/camie/.doctrees/api_doc/utils/cache.doctree and b/dev/camie/.doctrees/api_doc/utils/cache.doctree differ diff --git a/dev/camie/.doctrees/api_doc/utils/func.doctree b/dev/camie/.doctrees/api_doc/utils/func.doctree index a4e63cb222ec9498155f6fa63917de7593c5d877..bf63f7d6705668562ed32f2784d80672f3dbd0d2 100644 Binary files a/dev/camie/.doctrees/api_doc/utils/func.doctree and b/dev/camie/.doctrees/api_doc/utils/func.doctree differ diff --git a/dev/camie/.doctrees/api_doc/utils/index.doctree b/dev/camie/.doctrees/api_doc/utils/index.doctree index 56c1919acf096ad19669994077ffad4028faa8ae..6c42b763ba855834173d1ecf62c2ac88003ecde0 100644 Binary files a/dev/camie/.doctrees/api_doc/utils/index.doctree and b/dev/camie/.doctrees/api_doc/utils/index.doctree differ diff --git a/dev/camie/.doctrees/api_doc/utils/onnxruntime.doctree b/dev/camie/.doctrees/api_doc/utils/onnxruntime.doctree index 1edb6a3780b7c57ed05dccc4934354072fe0c4f5..7e9a7d2e66d853c1fb0b765df95e6f515e7de62f 100644 Binary files a/dev/camie/.doctrees/api_doc/utils/onnxruntime.doctree and b/dev/camie/.doctrees/api_doc/utils/onnxruntime.doctree differ diff --git a/dev/camie/.doctrees/api_doc/validate/aicheck.doctree b/dev/camie/.doctrees/api_doc/validate/aicheck.doctree index dd387a06060cfdabf05ea03b6fe0c6c541174ace..ac9ad5ecf232937f7c629c71a151cda2b630c4e2 100644 Binary files a/dev/camie/.doctrees/api_doc/validate/aicheck.doctree and b/dev/camie/.doctrees/api_doc/validate/aicheck.doctree differ diff --git a/dev/camie/.doctrees/api_doc/validate/bangumi_char.doctree b/dev/camie/.doctrees/api_doc/validate/bangumi_char.doctree index 51078e0956ee3789018658b115980eb9cd92cbb6..ccb730825b36957f33f6de3c8133de0dbd9206f1 100644 Binary files a/dev/camie/.doctrees/api_doc/validate/bangumi_char.doctree and b/dev/camie/.doctrees/api_doc/validate/bangumi_char.doctree differ diff --git a/dev/camie/.doctrees/api_doc/validate/classify.doctree b/dev/camie/.doctrees/api_doc/validate/classify.doctree index 8c08f2b071a3b52030f32da4189f06539f39040d..0cf7127dfe94b94258505ed8dba25c2f4c47e525 100644 Binary files a/dev/camie/.doctrees/api_doc/validate/classify.doctree and b/dev/camie/.doctrees/api_doc/validate/classify.doctree differ diff --git a/dev/camie/.doctrees/api_doc/validate/color.doctree b/dev/camie/.doctrees/api_doc/validate/color.doctree index 55e5356f1c3011ecfb823a9d3b2788aa83bea19b..2cb1721a05d6f145b0c9b5673f888dd0f1f7cd34 100644 Binary files a/dev/camie/.doctrees/api_doc/validate/color.doctree and b/dev/camie/.doctrees/api_doc/validate/color.doctree differ diff --git a/dev/camie/.doctrees/api_doc/validate/completeness.doctree b/dev/camie/.doctrees/api_doc/validate/completeness.doctree index c78fa537799de735357e8f56b452c32a6bd4431b..3ff5eea862795c651c39ef5b248d05150f2bd96f 100644 Binary files a/dev/camie/.doctrees/api_doc/validate/completeness.doctree and b/dev/camie/.doctrees/api_doc/validate/completeness.doctree differ diff --git a/dev/camie/.doctrees/api_doc/validate/dbrating.doctree b/dev/camie/.doctrees/api_doc/validate/dbrating.doctree index 60905d1f36ce253ebb087f3f7cbc9044986cb12d..f1758997cbc944e6a7e7f478e43e32cc1dce9be4 100644 Binary files a/dev/camie/.doctrees/api_doc/validate/dbrating.doctree and b/dev/camie/.doctrees/api_doc/validate/dbrating.doctree differ diff --git a/dev/camie/.doctrees/api_doc/validate/furry.doctree b/dev/camie/.doctrees/api_doc/validate/furry.doctree index 5cc9f93fd81b9df789f68857cfe48096eabfc1fc..4ed645cecddf0f3c70738fc99ce0e19181456b9b 100644 Binary files a/dev/camie/.doctrees/api_doc/validate/furry.doctree and b/dev/camie/.doctrees/api_doc/validate/furry.doctree differ diff --git a/dev/camie/.doctrees/api_doc/validate/index.doctree b/dev/camie/.doctrees/api_doc/validate/index.doctree index 2b36a5fd2653f35abe8ab89b0f52fac50be4649d..9344a849e2a78fa43be3617d5a67fc52b9072c42 100644 Binary files a/dev/camie/.doctrees/api_doc/validate/index.doctree and b/dev/camie/.doctrees/api_doc/validate/index.doctree differ diff --git a/dev/camie/.doctrees/api_doc/validate/monochrome.doctree b/dev/camie/.doctrees/api_doc/validate/monochrome.doctree index b1e83ca74a622aa726e54590d891be9def2fd88c..48e8ce3db58fb65a06054cbdc17b7b6c42f157a8 100644 Binary files a/dev/camie/.doctrees/api_doc/validate/monochrome.doctree and b/dev/camie/.doctrees/api_doc/validate/monochrome.doctree differ diff --git a/dev/camie/.doctrees/api_doc/validate/nsfw.doctree b/dev/camie/.doctrees/api_doc/validate/nsfw.doctree index 5390921e42db88852dcc48a244ed731aaf7b8218..cee5bc4af90f39a411e46e6801f68b8eb52057cd 100644 Binary files a/dev/camie/.doctrees/api_doc/validate/nsfw.doctree and b/dev/camie/.doctrees/api_doc/validate/nsfw.doctree differ diff --git a/dev/camie/.doctrees/api_doc/validate/portrait.doctree b/dev/camie/.doctrees/api_doc/validate/portrait.doctree index 92b4cb2c1aee0a21e4541dfc429120c8a908290a..1476075e94f814e6ddac7aeb2c9dfe021becfe3b 100644 Binary files a/dev/camie/.doctrees/api_doc/validate/portrait.doctree and b/dev/camie/.doctrees/api_doc/validate/portrait.doctree differ diff --git a/dev/camie/.doctrees/api_doc/validate/rating.doctree b/dev/camie/.doctrees/api_doc/validate/rating.doctree index ca1cf7a739320688179c32e774267034e3eed35e..a5dc67b147f843391bf360791e0d7fa786f00f65 100644 Binary files a/dev/camie/.doctrees/api_doc/validate/rating.doctree and b/dev/camie/.doctrees/api_doc/validate/rating.doctree differ diff --git a/dev/camie/.doctrees/api_doc/validate/real.doctree b/dev/camie/.doctrees/api_doc/validate/real.doctree index a73a485620ac2f2068ea348d068e2f51804dfc2a..7e4445f6e6acdf6a15fc39e975fdb916a73b6948 100644 Binary files a/dev/camie/.doctrees/api_doc/validate/real.doctree and b/dev/camie/.doctrees/api_doc/validate/real.doctree differ diff --git a/dev/camie/.doctrees/api_doc/validate/safe.doctree b/dev/camie/.doctrees/api_doc/validate/safe.doctree index aa5d047ec86c3b2ab75e2d05cbabebdaafa4c2a2..21997f5e52fe99e4a823c32e9a560918a1c84d8c 100644 Binary files a/dev/camie/.doctrees/api_doc/validate/safe.doctree and b/dev/camie/.doctrees/api_doc/validate/safe.doctree differ diff --git a/dev/camie/.doctrees/api_doc/validate/style_age.doctree b/dev/camie/.doctrees/api_doc/validate/style_age.doctree index 6e9f8935be9597df4910d82289af96b8de580bc3..d1d76f1a120921751365850134ebf92f24b9a1c3 100644 Binary files a/dev/camie/.doctrees/api_doc/validate/style_age.doctree and b/dev/camie/.doctrees/api_doc/validate/style_age.doctree differ diff --git a/dev/camie/.doctrees/api_doc/validate/teen.doctree b/dev/camie/.doctrees/api_doc/validate/teen.doctree index 1b2f50231b6f7e056699b74ec32ddde7cb0abaf2..302e687506509c5a1c649b96b5501d3a77f9685f 100644 Binary files a/dev/camie/.doctrees/api_doc/validate/teen.doctree and b/dev/camie/.doctrees/api_doc/validate/teen.doctree differ diff --git a/dev/camie/.doctrees/api_doc/validate/truncate.doctree b/dev/camie/.doctrees/api_doc/validate/truncate.doctree index 8de6aea20c9a9719cb79909e05b63dabcd7da0a4..5112b3388c1a54321706ec5560cee3110576fe6b 100644 Binary files a/dev/camie/.doctrees/api_doc/validate/truncate.doctree and b/dev/camie/.doctrees/api_doc/validate/truncate.doctree differ diff --git a/dev/camie/.doctrees/environment.pickle b/dev/camie/.doctrees/environment.pickle index 3068f999edb1f3f5ea07ab6e53a0db9e1eae9ffc..dfab31d5b9c8766534bb8de241ab5abbdf5af3f5 100644 Binary files a/dev/camie/.doctrees/environment.pickle and b/dev/camie/.doctrees/environment.pickle differ diff --git a/dev/camie/.doctrees/index.doctree b/dev/camie/.doctrees/index.doctree index 7e7b59feb1838d5a3250baca4aa89dbe6848d25c..0d6c428e95fbea51fa707b4041da09d1f0d0eb9c 100644 Binary files a/dev/camie/.doctrees/index.doctree and b/dev/camie/.doctrees/index.doctree differ diff --git a/dev/camie/.doctrees/information/environment.doctree b/dev/camie/.doctrees/information/environment.doctree index bb7232d37ef80d6d448081cd057390017f7d5081..f5640b07968f0497ed7fdf92a0757c00c3c79c99 100644 Binary files a/dev/camie/.doctrees/information/environment.doctree and b/dev/camie/.doctrees/information/environment.doctree differ diff --git a/dev/camie/.doctrees/information/environment.result.doctree b/dev/camie/.doctrees/information/environment.result.doctree index 97c5683304a923cd685311af4cd13f0baed89750..6c2443ebdfc62104b0822fde3292c6e24d7a9715 100644 Binary files a/dev/camie/.doctrees/information/environment.result.doctree and b/dev/camie/.doctrees/information/environment.result.doctree differ diff --git a/dev/camie/.doctrees/nbsphinx/information/environment.ipynb b/dev/camie/.doctrees/nbsphinx/information/environment.ipynb index a85bb61945b3825c0d0299beaf31a432ed6cd372..d6026f259060ecedd6d8880530d1c13d13e0e665 100644 --- a/dev/camie/.doctrees/nbsphinx/information/environment.ipynb +++ b/dev/camie/.doctrees/nbsphinx/information/environment.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:13:46.845576Z", - "iopub.status.busy": "2025-03-26T11:13:46.845076Z", - "iopub.status.idle": "2025-03-26T11:13:48.009338Z", - "shell.execute_reply": "2025-03-26T11:13:48.008585Z" + "iopub.execute_input": "2025-03-26T12:58:59.309582Z", + "iopub.status.busy": "2025-03-26T12:58:59.309087Z", + "iopub.status.idle": "2025-03-26T12:59:00.470588Z", + "shell.execute_reply": "2025-03-26T12:59:00.469786Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3225.3247499999998 MHz\n", + "CPU Freq: 3018.74 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/dev/camie/.doctrees/nbsphinx/information/environment.result.ipynb b/dev/camie/.doctrees/nbsphinx/information/environment.result.ipynb index e5b2bcdb9d738aab841fe593c9fb0e0b4b2af496..3cdb1e3f0e675f20d6c746ea311b13c2dac99942 100644 --- a/dev/camie/.doctrees/nbsphinx/information/environment.result.ipynb +++ b/dev/camie/.doctrees/nbsphinx/information/environment.result.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:10:27.823561Z", - "iopub.status.busy": "2025-03-26T11:10:27.823351Z", - "iopub.status.idle": "2025-03-26T11:10:28.992318Z", - "shell.execute_reply": "2025-03-26T11:10:28.991537Z" + "iopub.execute_input": "2025-03-26T12:55:42.352222Z", + "iopub.status.busy": "2025-03-26T12:55:42.352018Z", + "iopub.status.idle": "2025-03-26T12:55:43.519338Z", + "shell.execute_reply": "2025-03-26T12:55:43.518592Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3286.532 MHz\n", + "CPU Freq: 3247.294 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/dev/camie/.doctrees/tutorials/installation/index.doctree b/dev/camie/.doctrees/tutorials/installation/index.doctree index c0ef3baea7f33908dbb783be3d643956256c427f..50db7d1c8dd2ae9151d4041636454d3f9649ce72 100644 Binary files a/dev/camie/.doctrees/tutorials/installation/index.doctree and b/dev/camie/.doctrees/tutorials/installation/index.doctree differ diff --git a/dev/camie/.doctrees/tutorials/quick_start/index.doctree b/dev/camie/.doctrees/tutorials/quick_start/index.doctree index 86bd8580cd9e3a05e859e5a7f4f895b7d1876509..3508fe0bb0351507e1bcea8666569571e44928e5 100644 Binary files a/dev/camie/.doctrees/tutorials/quick_start/index.doctree and b/dev/camie/.doctrees/tutorials/quick_start/index.doctree differ diff --git a/dev/camie/_sources/information/environment.result.ipynb.txt b/dev/camie/_sources/information/environment.result.ipynb.txt index e5b2bcdb9d738aab841fe593c9fb0e0b4b2af496..3cdb1e3f0e675f20d6c746ea311b13c2dac99942 100644 --- a/dev/camie/_sources/information/environment.result.ipynb.txt +++ b/dev/camie/_sources/information/environment.result.ipynb.txt @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:10:27.823561Z", - "iopub.status.busy": "2025-03-26T11:10:27.823351Z", - "iopub.status.idle": "2025-03-26T11:10:28.992318Z", - "shell.execute_reply": "2025-03-26T11:10:28.991537Z" + "iopub.execute_input": "2025-03-26T12:55:42.352222Z", + "iopub.status.busy": "2025-03-26T12:55:42.352018Z", + "iopub.status.idle": "2025-03-26T12:55:43.519338Z", + "shell.execute_reply": "2025-03-26T12:55:43.518592Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3286.532 MHz\n", + "CPU Freq: 3247.294 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/dev/camie/information/environment.html b/dev/camie/information/environment.html index aaf1770996672cefba8f12a8ed9154a3d560674f..669a085bbe7383e14fea53ef2287366452ce670c 100644 --- a/dev/camie/information/environment.html +++ b/dev/camie/information/environment.html @@ -139,7 +139,7 @@ OS: Linux-6.8.0-1021-azure-x86_64-with-glibc2.34 Python: CPython 3.8.18 CPU Brand: AMD EPYC 7763 64-Core Processor CPU Count: 4 -CPU Freq: 3225.3247499999998 MHz +CPU Freq: 3018.74 MHz Memory Size: 15.615 GiB Has CUDA: No diff --git a/dev/camie/information/environment.ipynb b/dev/camie/information/environment.ipynb index a85bb61945b3825c0d0299beaf31a432ed6cd372..d6026f259060ecedd6d8880530d1c13d13e0e665 100644 --- a/dev/camie/information/environment.ipynb +++ b/dev/camie/information/environment.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:13:46.845576Z", - "iopub.status.busy": "2025-03-26T11:13:46.845076Z", - "iopub.status.idle": "2025-03-26T11:13:48.009338Z", - "shell.execute_reply": "2025-03-26T11:13:48.008585Z" + "iopub.execute_input": "2025-03-26T12:58:59.309582Z", + "iopub.status.busy": "2025-03-26T12:58:59.309087Z", + "iopub.status.idle": "2025-03-26T12:59:00.470588Z", + "shell.execute_reply": "2025-03-26T12:59:00.469786Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3225.3247499999998 MHz\n", + "CPU Freq: 3018.74 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/dev/camie/information/environment.result.html b/dev/camie/information/environment.result.html index b52262f8e242b8af8268b7c047c39e7baf2d56a9..7af9507e569c7081b7812a49078cf62c5618692b 100644 --- a/dev/camie/information/environment.result.html +++ b/dev/camie/information/environment.result.html @@ -141,7 +141,7 @@ OS: Linux-6.8.0-1021-azure-x86_64-with-glibc2.34 Python: CPython 3.8.18 CPU Brand: AMD EPYC 7763 64-Core Processor CPU Count: 4 -CPU Freq: 3286.532 MHz +CPU Freq: 3247.294 MHz Memory Size: 15.615 GiB Has CUDA: No diff --git a/dev/camie/information/environment.result.ipynb b/dev/camie/information/environment.result.ipynb index e5b2bcdb9d738aab841fe593c9fb0e0b4b2af496..3cdb1e3f0e675f20d6c746ea311b13c2dac99942 100644 --- a/dev/camie/information/environment.result.ipynb +++ b/dev/camie/information/environment.result.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:10:27.823561Z", - "iopub.status.busy": "2025-03-26T11:10:27.823351Z", - "iopub.status.idle": "2025-03-26T11:10:28.992318Z", - "shell.execute_reply": "2025-03-26T11:10:28.991537Z" + "iopub.execute_input": "2025-03-26T12:55:42.352222Z", + "iopub.status.busy": "2025-03-26T12:55:42.352018Z", + "iopub.status.idle": "2025-03-26T12:55:43.519338Z", + "shell.execute_reply": "2025-03-26T12:55:43.518592Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3286.532 MHz\n", + "CPU Freq: 3247.294 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/dev/camie/searchindex.js b/dev/camie/searchindex.js index f59ef8b0952e08183c814a5b0e7a5ca7afd2949c..6a3377712a7873d5195b55228daf7bd5343a1125 100644 --- a/dev/camie/searchindex.js +++ b/dev/camie/searchindex.js @@ -1 +1 @@ -Search.setIndex({"docnames": ["api_doc/ascii/drawing", "api_doc/ascii/index", "api_doc/config/index", "api_doc/config/meta", "api_doc/data/background", "api_doc/data/blob", "api_doc/data/decode", "api_doc/data/encode", "api_doc/data/image", "api_doc/data/index", "api_doc/data/layer", "api_doc/data/url", "api_doc/detect/booru_yolo", "api_doc/detect/censor", "api_doc/detect/eye", "api_doc/detect/face", "api_doc/detect/halfbody", "api_doc/detect/hand", "api_doc/detect/head", "api_doc/detect/index", "api_doc/detect/nudenet", "api_doc/detect/person", "api_doc/detect/similarity", "api_doc/detect/text", "api_doc/detect/visual", "api_doc/edge/canny", "api_doc/edge/index", "api_doc/edge/lineart", "api_doc/edge/lineart_anime", "api_doc/generic/classify", "api_doc/generic/clip", "api_doc/generic/enhance", "api_doc/generic/index", "api_doc/generic/siglip", "api_doc/generic/yolo", "api_doc/metadata/geninfo", "api_doc/metadata/index", "api_doc/metadata/lsb", "api_doc/metrics/aesthetic", "api_doc/metrics/ccip", "api_doc/metrics/dbaesthetic", "api_doc/metrics/index", "api_doc/metrics/laplacian", "api_doc/metrics/lpips", "api_doc/metrics/psnr_", "api_doc/ocr/index", "api_doc/operate/align", "api_doc/operate/censor", "api_doc/operate/imgcensor", "api_doc/operate/index", "api_doc/operate/squeeze", "api_doc/pose/dwpose", "api_doc/pose/format", "api_doc/pose/index", "api_doc/pose/visual", "api_doc/preprocess/base", "api_doc/preprocess/index", "api_doc/preprocess/pillow", "api_doc/preprocess/torchvision", "api_doc/preprocess/transformers", "api_doc/resource/background", "api_doc/resource/index", "api_doc/restore/adversarial", "api_doc/restore/index", "api_doc/restore/nafnet", "api_doc/restore/scunet", "api_doc/sd/index", "api_doc/sd/metadata", "api_doc/sd/model", "api_doc/sd/nai", "api_doc/segment/index", "api_doc/segment/isnetis", "api_doc/tagging/blacklist", "api_doc/tagging/character", "api_doc/tagging/deepdanbooru", "api_doc/tagging/deepgelbooru", "api_doc/tagging/format", "api_doc/tagging/index", "api_doc/tagging/match", "api_doc/tagging/mldanbooru", "api_doc/tagging/order", "api_doc/tagging/overlap", "api_doc/tagging/wd14", "api_doc/upscale/cdc", "api_doc/upscale/index", "api_doc/utils/cache", "api_doc/utils/func", "api_doc/utils/index", "api_doc/utils/onnxruntime", "api_doc/validate/aicheck", "api_doc/validate/bangumi_char", "api_doc/validate/classify", "api_doc/validate/color", "api_doc/validate/completeness", "api_doc/validate/dbrating", "api_doc/validate/furry", "api_doc/validate/index", "api_doc/validate/monochrome", "api_doc/validate/nsfw", "api_doc/validate/portrait", "api_doc/validate/rating", "api_doc/validate/real", "api_doc/validate/safe", "api_doc/validate/style_age", "api_doc/validate/teen", "api_doc/validate/truncate", "index", "information/environment", "information/environment.result", "tutorials/installation/index", "tutorials/quick_start/index"], "filenames": ["api_doc/ascii/drawing.rst", "api_doc/ascii/index.rst", "api_doc/config/index.rst", "api_doc/config/meta.rst", "api_doc/data/background.rst", "api_doc/data/blob.rst", "api_doc/data/decode.rst", "api_doc/data/encode.rst", "api_doc/data/image.rst", "api_doc/data/index.rst", "api_doc/data/layer.rst", "api_doc/data/url.rst", "api_doc/detect/booru_yolo.rst", "api_doc/detect/censor.rst", "api_doc/detect/eye.rst", "api_doc/detect/face.rst", "api_doc/detect/halfbody.rst", "api_doc/detect/hand.rst", "api_doc/detect/head.rst", "api_doc/detect/index.rst", "api_doc/detect/nudenet.rst", "api_doc/detect/person.rst", "api_doc/detect/similarity.rst", "api_doc/detect/text.rst", "api_doc/detect/visual.rst", "api_doc/edge/canny.rst", "api_doc/edge/index.rst", "api_doc/edge/lineart.rst", "api_doc/edge/lineart_anime.rst", "api_doc/generic/classify.rst", "api_doc/generic/clip.rst", "api_doc/generic/enhance.rst", "api_doc/generic/index.rst", "api_doc/generic/siglip.rst", "api_doc/generic/yolo.rst", "api_doc/metadata/geninfo.rst", "api_doc/metadata/index.rst", "api_doc/metadata/lsb.rst", "api_doc/metrics/aesthetic.rst", "api_doc/metrics/ccip.rst", "api_doc/metrics/dbaesthetic.rst", "api_doc/metrics/index.rst", "api_doc/metrics/laplacian.rst", "api_doc/metrics/lpips.rst", "api_doc/metrics/psnr_.rst", "api_doc/ocr/index.rst", "api_doc/operate/align.rst", "api_doc/operate/censor.rst", "api_doc/operate/imgcensor.rst", "api_doc/operate/index.rst", "api_doc/operate/squeeze.rst", "api_doc/pose/dwpose.rst", "api_doc/pose/format.rst", "api_doc/pose/index.rst", "api_doc/pose/visual.rst", "api_doc/preprocess/base.rst", "api_doc/preprocess/index.rst", "api_doc/preprocess/pillow.rst", "api_doc/preprocess/torchvision.rst", "api_doc/preprocess/transformers.rst", "api_doc/resource/background.rst", "api_doc/resource/index.rst", "api_doc/restore/adversarial.rst", "api_doc/restore/index.rst", "api_doc/restore/nafnet.rst", "api_doc/restore/scunet.rst", "api_doc/sd/index.rst", "api_doc/sd/metadata.rst", "api_doc/sd/model.rst", "api_doc/sd/nai.rst", "api_doc/segment/index.rst", "api_doc/segment/isnetis.rst", "api_doc/tagging/blacklist.rst", "api_doc/tagging/character.rst", "api_doc/tagging/deepdanbooru.rst", "api_doc/tagging/deepgelbooru.rst", "api_doc/tagging/format.rst", "api_doc/tagging/index.rst", "api_doc/tagging/match.rst", "api_doc/tagging/mldanbooru.rst", "api_doc/tagging/order.rst", "api_doc/tagging/overlap.rst", "api_doc/tagging/wd14.rst", "api_doc/upscale/cdc.rst", "api_doc/upscale/index.rst", "api_doc/utils/cache.rst", "api_doc/utils/func.rst", "api_doc/utils/index.rst", "api_doc/utils/onnxruntime.rst", "api_doc/validate/aicheck.rst", "api_doc/validate/bangumi_char.rst", "api_doc/validate/classify.rst", "api_doc/validate/color.rst", "api_doc/validate/completeness.rst", "api_doc/validate/dbrating.rst", "api_doc/validate/furry.rst", "api_doc/validate/index.rst", "api_doc/validate/monochrome.rst", "api_doc/validate/nsfw.rst", "api_doc/validate/portrait.rst", "api_doc/validate/rating.rst", "api_doc/validate/real.rst", "api_doc/validate/safe.rst", "api_doc/validate/style_age.rst", "api_doc/validate/teen.rst", "api_doc/validate/truncate.rst", "index.rst", "information/environment.ipynb", "information/environment.result.ipynb", "tutorials/installation/index.rst", "tutorials/quick_start/index.rst"], "titles": ["imgutils.ascii.drawing", "imgutils.ascii", "imgutils.config", "imgutils.config.meta", "imgutils.data.background", "imgutils.data.blob", "imgutils.data.decode", "imgutils.data.encode", "imgutils.data.image", "imgutils.data", "imgutils.data.layer", "imgutils.data.url", "imgutils.detect.booru_yolo", "imgutils.detect.censor", "imgutils.detect.eye", "imgutils.detect.face", "imgutils.detect.halfbody", "imgutils.detect.hand", "imgutils.detect.head", "imgutils.detect", "imgutils.detect.nudenet", "imgutils.detect.person", "imgutils.detect.similarity", "imgutils.detect.text", "imgutils.detect.visual", "imgutils.edge.canny", "imgutils.edge", "imgutils.edge.lineart", "imgutils.edge.lineart_anime", "imgutils.generic.classify", "imgutils.generic.clip", "imgutils.generic.enhance", "imgutils.generic", "imgutils.generic.siglip", "imgutils.generic.yolo", "imgutils.metadata.geninfo", "imgutils.metadata", "imgutils.metadata.lsb", "imgutils.metrics.aesthetic", "imgutils.metrics.ccip", "imgutils.metrics.dbaesthetic", "imgutils.metrics", "imgutils.metrics.laplacian", "imgutils.metrics.lpips", "imgutils.metrics.psnr_", "imgutils.ocr", "imgutils.operate.align", "imgutils.operate.censor_", "imgutils.operate.imgcensor", "imgutils.operate", "imgutils.operate.squeeze", "imgutils.pose.dwpose", "imgutils.pose.format", "imgutils.pose", "imgutils.pose.visual", "imgutils.preprocess.base", "imgutils.preprocess", "imgutils.preprocess.pillow", "imgutils.preprocess.torchvision", "imgutils.preprocess.transformers", "imgutils.resource.background", "imgutils.resource", "imgutils.restore.adversarial", "imgutils.restore", "imgutils.restore.nafnet", "imgutils.restore.scunet", "imgutils.sd", "imgutils.sd.metadata", "imgutils.sd.model", "imgutils.sd.nai", "imgutils.segment", "imgutils.segment.isnetis", "imgutils.tagging.blacklist", "imgutils.tagging.character", "imgutils.tagging.deepdanbooru", "imgutils.tagging.deepgelbooru", "imgutils.tagging.format", "imgutils.tagging", "imgutils.tagging.match", "imgutils.tagging.mldanbooru", "imgutils.tagging.order", "imgutils.tagging.overlap", "imgutils.tagging.wd14", "imgutils.upscale.cdc", "imgutils.upscale", "imgutils.utils.cache", "imgutils.utils.func", "imgutils.utils", "imgutils.utils.onnxruntime", "imgutils.validate.aicheck", "imgutils.validate.bangumi_char", "imgutils.validate.classify", "imgutils.validate.color", "imgutils.validate.completeness", "imgutils.validate.dbrating", "imgutils.validate.furry", "imgutils.validate", "imgutils.validate.monochrome", "imgutils.validate.nsfw", "imgutils.validate.portrait", "imgutils.validate.rating", "imgutils.validate.real", "imgutils.validate.safe", "imgutils.validate.style_age", "imgutils.validate.teen", "imgutils.validate.truncate", "Welcome to imgutils\u2019s Documentation", "Run Environment Information", "Run Environment Information", "Installation", "Quick Start"], "terms": {"img": [0, 5, 8, 29, 62, 67], "str": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 54, 57, 58, 59, 60, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "pathlik": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "byte": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 52, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "bytearrai": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 52, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "binaryio": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "imag": [0, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 53, 54, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 69, 70, 71, 74, 75, 76, 77, 79, 82, 83, 84, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 109], "max_width": 0, "int": [0, 4, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 27, 28, 29, 30, 33, 34, 37, 39, 43, 45, 46, 47, 48, 50, 51, 52, 54, 59, 60, 62, 64, 65, 71, 79, 83, 102], "none": [0, 4, 8, 10, 11, 13, 14, 15, 16, 17, 18, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 39, 47, 50, 51, 54, 57, 58, 59, 60, 67, 69, 72, 73, 88], "ellipsi": 0, "max_height": 0, "resampl": [0, 59], "2": [0, 8, 12, 22, 23, 38, 39, 40, 43, 45, 52, 59, 62, 67, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "level": [0, 13, 14, 15, 16, 17, 18, 21, 33, 34, 38, 47, 60, 74, 94], "aspect": [0, 24, 34, 46], "float": [0, 7, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 34, 39, 40, 42, 43, 44, 45, 47, 48, 50, 52, 54, 59, 60, 62, 69, 72, 73, 74, 75, 76, 79, 80, 81, 82, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "1": [0, 10, 12, 20, 21, 22, 38, 39, 40, 43, 45, 52, 59, 60, 62, 67, 68, 72, 73, 74, 75, 80, 82, 83, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108, 109], "8": [0, 12, 22, 37, 39, 43, 47, 52, 59, 62, 67, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 107, 108, 109], "sourc": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 54, 55, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "gener": [0, 4, 12, 15, 21, 35, 36, 66, 67, 69, 75, 79, 82, 87, 94, 106], "art": [0, 67], "base": [0, 18, 21, 22, 29, 30, 33, 34, 39, 40, 42, 43, 46, 47, 48, 50, 52, 54, 56, 57, 59, 60, 69, 71, 74, 75, 79, 80, 81, 82, 90, 94, 98, 100, 106], "given": [0, 6, 7, 8, 10, 11, 14, 15, 17, 18, 19, 20, 23, 25, 27, 28, 29, 30, 33, 37, 39, 42, 46, 48, 52, 55, 59, 67, 69, 72, 73, 78, 81, 82, 89, 91, 94, 97, 98, 100, 104], "paramet": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "imagetyp": [0, 5, 12, 13, 14, 15, 16, 17, 18, 21, 23, 24, 29, 31, 34, 35, 37, 39, 40, 42, 45, 47, 50, 51, 54, 64, 65, 67, 69, 75, 82, 83, 90, 93, 95, 98, 99, 101, 102, 103], "The": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 29, 30, 31, 33, 34, 35, 36, 37, 39, 40, 42, 45, 46, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 63, 64, 65, 67, 68, 69, 71, 73, 74, 75, 76, 78, 79, 80, 82, 83, 85, 86, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 109], "input": [0, 5, 12, 13, 14, 15, 16, 18, 20, 21, 23, 24, 29, 30, 31, 33, 34, 35, 37, 39, 40, 42, 45, 46, 47, 48, 50, 51, 54, 57, 59, 62, 64, 65, 67, 69, 72, 73, 75, 76, 78, 80, 82, 83, 86, 90, 93, 95, 98, 99, 101, 103], "option": [0, 4, 11, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 24, 29, 30, 33, 34, 35, 39, 45, 47, 50, 51, 54, 59, 60, 62, 67, 68, 69, 72, 73, 80, 85], "maximum": [0, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 34, 39, 45, 46, 47, 59, 62, 85, 102], "width": [0, 4, 10, 48, 59, 60, 79], "If": [0, 5, 8, 10, 11, 13, 14, 15, 16, 17, 18, 21, 22, 24, 29, 30, 33, 34, 35, 37, 39, 45, 47, 50, 52, 54, 57, 58, 59, 62, 64, 65, 67, 68, 69, 72, 73, 80, 82, 88, 89, 90, 91, 94, 97, 100, 104], "set": [0, 12, 24, 29, 30, 34, 39, 50, 52, 54, 59, 82, 88, 91, 94, 100, 104, 105], "automat": [0, 4, 30, 33, 39, 50, 88, 107, 108], "determin": [0, 8, 39, 98], "termin": 0, "size": [0, 4, 6, 7, 10, 11, 23, 24, 25, 27, 28, 39, 46, 48, 50, 54, 57, 58, 59, 60, 62, 64, 65, 67, 71, 79, 83, 84, 102, 107, 108], "height": [0, 4, 10, 48, 59, 60, 79], "filter": [0, 34, 50, 59, 62, 72, 73, 94, 96, 100], "us": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 43, 45, 47, 48, 50, 51, 54, 55, 57, 59, 62, 63, 64, 65, 67, 68, 69, 72, 74, 75, 76, 79, 82, 83, 85, 86, 88, 89, 90, 91, 94, 96, 97, 98, 100, 104], "when": [0, 7, 10, 12, 23, 25, 27, 28, 29, 30, 37, 39, 43, 47, 48, 52, 55, 59, 64, 67, 69, 71, 79, 83, 85, 88, 89, 105], "resiz": [0, 23, 24, 34, 46, 54, 57, 58, 59, 67, 79], "charact": [0, 39, 45, 54, 70, 71, 74, 75, 76, 77, 82, 90, 106], "repres": [0, 7, 10, 12, 13, 14, 15, 22, 39, 43, 47, 50, 52, 69, 71, 80, 89, 98, 105], "differ": [0, 8, 14, 15, 16, 17, 18, 21, 22, 30, 35, 36, 37, 39, 43, 44, 51, 52, 58, 59, 90, 95, 99, 101, 103, 107, 108], "intens": 0, "proport": [0, 90], "correct": [0, 37], "output": [0, 24, 29, 30, 33, 40, 54, 67, 68, 75, 80, 82, 109], "which": [0, 4, 10, 22, 23, 25, 27, 28, 33, 35, 39, 43, 48, 57, 59, 60, 63, 67, 68, 69, 71, 72, 75, 79, 85, 86, 88, 89, 91, 96, 97, 98, 105, 106, 107, 108, 109], "should": [0, 3, 10, 24, 39, 43, 47, 48, 50, 59, 71, 82, 109], "approxim": 0, "ratio": [0, 24, 34, 45, 46, 48, 79], "your": [0, 50, 64, 105, 107, 108, 109], "thi": [0, 3, 4, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 45, 47, 48, 50, 51, 52, 54, 55, 57, 58, 59, 62, 64, 65, 66, 67, 68, 69, 70, 74, 77, 81, 82, 83, 85, 86, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 107, 108], "valu": [0, 4, 8, 10, 13, 17, 18, 21, 22, 37, 39, 43, 47, 50, 52, 57, 58, 59, 68, 74, 79, 86, 89, 97, 105], "ensur": [0, 30, 34, 39, 46, 59, 64, 67, 85], "i": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 45, 47, 48, 50, 51, 52, 54, 55, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 79, 80, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109], "close": [0, 48, 67], "possibl": [0, 23, 30, 39, 48], "origin": [0, 4, 6, 8, 20, 25, 27, 28, 37, 38, 44, 47, 48, 50, 54, 71, 74, 76, 79, 80, 98], "default": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 25, 27, 28, 29, 30, 33, 34, 39, 40, 42, 43, 45, 47, 48, 50, 52, 54, 59, 60, 64, 65, 68, 71, 72, 73, 74, 76, 79, 82, 83, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "return": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 98, 99, 100, 101, 102, 103, 104, 105], "represent": [0, 22, 39, 57, 58, 67], "type": [0, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 24, 29, 30, 31, 33, 34, 35, 37, 39, 40, 42, 45, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 72, 73, 76, 78, 80, 81, 82, 83, 85, 86, 90, 93, 94, 95, 98, 99, 100, 101, 102, 103], "exampl": [0, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 34, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 57, 58, 59, 60, 62, 67, 71, 72, 73, 74, 75, 76, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 105], "here": [0, 12, 20, 26, 39, 43, 44, 67, 72, 74, 75, 79, 82, 83, 90, 92, 105, 107, 108], "an": [0, 4, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 52, 54, 57, 59, 62, 64, 65, 67, 69, 70, 71, 73, 74, 75, 77, 80, 82, 83, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "jerri": 0, "from": [0, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 27, 28, 29, 33, 34, 35, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 57, 58, 59, 60, 62, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 79, 80, 81, 82, 83, 85, 86, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 107, 108, 109], "import": [0, 6, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 21, 24, 34, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 57, 58, 59, 60, 62, 67, 71, 72, 73, 74, 75, 76, 79, 80, 81, 82, 83, 85, 86, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 105, 107, 108, 109], "print": [0, 5, 12, 17, 18, 21, 22, 34, 67, 68, 107, 108, 109], "png": [0, 5, 8, 10, 13, 24, 35, 37, 42, 47, 48, 50, 62, 67, 69, 71, 82, 83, 92, 105], "draw": [1, 24, 26, 27, 54, 98, 106], "ascii_draw": 1, "meta": [2, 106, 109], "__title__": [2, 109], "__version__": [2, 109], "__description__": [2, 109], "__author__": [2, 109], "__author_email__": 2, "overview": [3, 4, 6, 7, 9, 10, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 26, 27, 28, 31, 32, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 50, 51, 53, 59, 60, 61, 62, 63, 64, 65, 66, 67, 70, 71, 72, 73, 74, 75, 76, 77, 79, 82, 83, 84, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105], "inform": [3, 30, 33, 34, 35, 36, 37, 54, 67, 69, 81], "packag": 3, "titl": [3, 69], "project": [3, 20, 74, 82, 105], "version": [3, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 34, 38, 47, 64, 65, 67, 68, 85, 91, 106, 109], "short": [3, 75, 79, 82], "descript": [3, 20, 29, 33, 69], "includ": [3, 5, 8, 11, 12, 13, 20, 21, 22, 24, 29, 30, 31, 33, 34, 35, 36, 51, 52, 58, 59, 66, 67, 68, 69, 75, 82, 86, 90, 98], "setup": 3, "py": [3, 71], "author": [3, 68], "email": 3, "step": [4, 48, 59, 67], "forecolor": [4, 25, 27, 28], "lightgrei": 4, "backcolor": [4, 25, 27, 28], "white": [4, 8, 25, 27, 28, 30, 59, 67, 71], "creat": [4, 29, 30, 33, 34, 35, 47, 57, 58, 59, 67, 69, 73, 89], "black": [4, 47, 67], "squar": [4, 59], "can": [4, 5, 8, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 24, 26, 30, 33, 35, 37, 39, 43, 47, 51, 52, 57, 59, 67, 68, 69, 75, 80, 82, 88, 90, 96, 97, 106, 109], "complement": 4, "transpar": [4, 8, 10, 25, 27, 28, 48, 50, 71, 83], "area": [4, 10, 12, 22, 23, 47, 48], "grid": 4, "pixel": [4, 24, 37, 47, 48, 50, 59, 62, 67, 71, 97], "mean": [4, 20, 22, 23, 25, 27, 28, 29, 39, 42, 43, 48, 52, 57, 58, 59, 88, 91, 109], "function": [4, 7, 8, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 35, 36, 37, 39, 42, 45, 47, 48, 50, 51, 54, 57, 58, 59, 62, 64, 66, 67, 68, 69, 81, 82, 83, 85, 86, 90, 94, 98, 100, 105], "suitabl": [4, 57, 59, 74, 98], "color": [4, 8, 10, 25, 27, 28, 47, 62, 67, 71, 96, 97, 106], "fore": [4, 25, 27, 28], "back": [4, 82], "A": [4, 5, 8, 13, 14, 15, 16, 17, 18, 20, 21, 25, 27, 28, 29, 34, 37, 38, 39, 40, 45, 46, 47, 48, 50, 57, 59, 60, 67, 68, 69, 73, 76, 81, 85, 88, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 102, 103, 104, 109], "rgba": [4, 8, 31, 37, 64, 65, 71, 83], "contain": [4, 5, 10, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 29, 30, 33, 34, 39, 40, 52, 54, 59, 64, 67, 68, 69, 75, 79, 82, 91, 94, 100, 102, 104], "add": [4, 35, 68, 69, 76], "rgb": [4, 6, 7, 8, 30, 31, 47, 59, 60, 67, 71, 83], "In": [4, 27, 39, 90, 91], "document": [4, 107, 108, 109], "accur": [4, 13, 21, 94, 100], "present": [4, 35, 69, 74], "state": [4, 33], "shown": [4, 70], "follow": [4, 29, 39, 52, 58, 59, 63, 68, 69, 75, 82, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104, 109], "figur": 4, "modul": [5, 8, 11, 12, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 35, 36, 37, 57, 58, 66, 68, 69, 70, 82, 85, 86, 94, 100, 106], "provid": [5, 8, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 31, 33, 34, 35, 36, 37, 39, 47, 50, 52, 54, 57, 58, 59, 66, 67, 68, 69, 79, 80, 82, 85, 86, 88, 94, 100], "util": [5, 8, 11, 20, 21, 29, 32, 34, 43, 46, 50, 53, 57, 58, 63, 66, 68, 74, 75, 79, 82, 106], "handl": [5, 8, 11, 29, 30, 33, 34, 36, 37, 55, 58, 59, 66, 69], "url": [5, 9, 13, 16, 18, 30, 37, 67, 106], "convers": [5, 8, 34, 58, 59], "between": [5, 14, 15, 21, 22, 29, 30, 33, 39, 43, 44, 48, 58, 64, 65, 73, 79, 83, 86], "valid": [5, 11, 47, 48, 52, 59, 106], "format": [5, 8, 10, 25, 27, 28, 29, 30, 33, 34, 35, 36, 37, 40, 47, 50, 51, 53, 57, 59, 67, 68, 69, 75, 77, 82, 98, 106], "support": [5, 6, 8, 11, 14, 15, 16, 18, 21, 29, 33, 34, 35, 48, 54, 57, 58, 59, 64, 65, 67, 68, 69, 82, 83], "convert": [5, 8, 30, 35, 37, 39, 52, 57, 58, 59, 69, 82, 98], "specifi": [5, 8, 22, 23, 24, 29, 30, 33, 34, 39, 47, 48, 50, 59, 67, 68, 69, 73, 75, 80, 82, 85], "load": [5, 8, 13, 14, 17, 18, 29, 30, 33, 34, 35, 37, 67, 82, 88], "variou": [5, 8, 14, 15, 17, 21, 22, 24, 29, 31, 33, 34, 36, 59, 67, 69, 86, 109], "mime": 5, "jpg": [5, 6, 7, 8, 11, 12, 14, 15, 16, 17, 18, 21, 24, 29, 34, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 51, 60, 71, 74, 75, 79, 82, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 105], "save_kwarg": 5, "string": [5, 13, 15, 16, 20, 37, 52, 67, 68, 76, 88, 105], "pil": [5, 6, 7, 8, 10, 11, 17, 24, 30, 34, 43, 46, 47, 48, 50, 57, 59, 60, 62, 67, 75, 83, 92, 97], "numpi": [5, 6, 10, 24, 30, 33, 37, 39, 50, 52, 82, 86], "arrai": [5, 10, 24, 30, 37, 39, 43, 50, 52, 82, 86], "file": [5, 8, 10, 11, 12, 13, 16, 18, 24, 35, 37, 43, 60, 66, 67, 68, 69, 88, 97, 105, 106], "path": [5, 8, 10, 12, 13, 16, 18, 24, 30, 34, 37, 60, 67, 68, 69, 75, 92, 97, 105], "desir": [5, 60], "addit": [5, 11, 29, 30, 33, 34, 35, 47, 48, 58, 67, 69], "keyword": [5, 11, 29, 30, 33, 34, 35, 47, 48, 67, 69, 85], "argument": [5, 11, 29, 30, 33, 34, 35, 47, 48, 51, 52, 67, 69, 73, 75, 82, 85], "pass": [5, 11, 27, 28, 29, 30, 33, 34, 35, 47, 48, 67, 71, 79, 83, 85], "save": [5, 10, 24, 35, 62, 67, 68, 69, 71], "encod": [5, 6, 9, 29, 30, 33, 37, 69, 106], "open": [5, 6, 7, 8, 10, 12, 17, 29, 34, 46, 47, 48, 50, 62, 67, 68, 83, 88], "test": [5, 43, 83, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104], "blob_url": 5, "qualiti": [5, 23, 40, 61, 67, 82, 83], "95": [5, 34, 59, 72, 73, 80], "base64": 5, "pre": [5, 13, 15, 18, 30, 33, 40], "object": [5, 6, 8, 10, 11, 12, 18, 22, 24, 34, 35, 37, 43, 47, 51, 54, 55, 58, 59, 60, 67, 69, 74, 75, 88, 91, 92, 94, 97, 100, 104], "rais": [5, 8, 11, 13, 14, 16, 17, 18, 21, 22, 29, 33, 34, 37, 47, 50, 52, 55, 57, 58, 59, 62, 67, 68, 69, 72, 73, 80], "valueerror": [5, 11, 13, 16, 18, 21, 22, 29, 33, 37, 50, 59, 69, 80], "unsupport": [5, 45, 58, 59, 80], "method": [5, 11, 29, 30, 31, 33, 34, 36, 37, 39, 47, 59, 94, 100], "warn": 5, "userwarn": 5, "doesn": [5, 37, 73], "t": [5, 37, 73], "match": [5, 22, 33, 37, 50, 59, 73, 77, 106], "actual": [5, 18, 21, 45], "invalid": [5, 13, 16, 18, 21, 29, 33, 35, 59], "show": [5, 11, 13, 14, 15, 16, 51], "bool": [5, 7, 8, 11, 24, 27, 34, 39, 45, 47, 50, 51, 54, 59, 64, 65, 68, 69, 72, 73, 74, 75, 76, 78, 79, 82, 83, 89, 97, 105], "effici": [5, 20, 23, 30, 68, 86], "without": [5, 34, 62, 67, 72, 73, 81], "content": [5, 11, 12, 27, 45, 70], "true": [5, 7, 8, 11, 24, 34, 39, 47, 48, 51, 54, 57, 58, 59, 64, 65, 68, 69, 72, 73, 76, 78, 82, 89, 92, 97, 105], "fals": [5, 6, 7, 8, 11, 24, 27, 34, 39, 45, 47, 59, 64, 65, 67, 68, 69, 72, 73, 74, 75, 76, 78, 79, 82, 83, 89, 92, 97, 105], "otherwis": [5, 8, 11, 35, 39, 59, 64, 65, 69, 72, 73, 78, 83, 88], "abc": 5, "svg": 5, "xml": 5, "jpeg": [5, 63, 67, 92, 105], "text": [5, 19, 24, 30, 33, 45, 67, 76, 78, 106], "plain": 5, "hello": 5, "order_": [6, 7], "chw": [6, 7], "both": [6, 13, 22, 30, 33, 45, 57, 68, 82], "np": [6, 7, 10, 29, 30, 33, 37, 39, 48, 50, 52, 82, 86], "uint8": [6, 7], "float32": [6, 7, 10, 25, 27, 28, 39], "ar": [6, 10, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 29, 30, 33, 34, 35, 39, 42, 43, 44, 45, 47, 52, 55, 58, 59, 60, 63, 67, 68, 69, 72, 73, 74, 75, 79, 80, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 99, 100, 101, 102, 103, 104, 105], "order": [6, 7, 59, 76, 77, 106], "rgb_encod": [6, 9], "custom_imag": [6, 7], "data_cwh": 6, "cwh": 6, "data_int": 6, "use_float": [6, 7], "mode": [6, 7, 8, 22, 34, 37, 58, 60, 67, 80, 83, 88], "1606x1870": [6, 7], "0x7fb9b89bbdc0": 6, "0x7fb9b89bbe50": 6, "0x7fb9b89bbdf0": 6, "invers": 6, "oper": [6, 30, 33, 38, 39, 40, 42, 43, 59, 68, 106], "ndarrai": [7, 10, 29, 30, 33, 37, 39, 43, 48, 50, 52, 82, 86], "channel": [7, 8, 31, 59, 64, 65, 83], "jpegimageplugin": [7, 60], "jpegimagefil": [7, 60], "0x7f9ec37389d0": 7, "shape": [7, 39, 43, 50, 71, 82], "dtype": [7, 39], "3": [7, 10, 12, 13, 14, 15, 21, 22, 39, 40, 43, 45, 47, 52, 54, 59, 62, 67, 75, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108, 109], "1870": 7, "1606": 7, "whc": 7, "": [7, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 29, 34, 35, 37, 45, 47, 57, 59, 67, 82, 85, 93], "result": [7, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 37, 40, 43, 45, 47, 48, 50, 51, 71, 74, 75, 82, 86, 93, 94, 100], "same": [7, 8, 39, 44, 82, 85], "torchvis": [7, 56, 106], "transform": [7, 8, 55, 56, 57, 58, 76, 106], "to_tensor": [7, 57, 58], "process": [8, 9, 11, 13, 14, 16, 17, 22, 31, 34, 36, 37, 39, 57, 59, 62, 64, 65, 66, 73, 82, 109], "manipul": [8, 66], "python": [8, 37, 62, 85, 107, 108, 109], "librari": [8, 34, 57, 59, 62, 109], "It": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 35, 36, 47, 48, 50, 54, 57, 58, 66, 68, 69, 82, 85, 86, 98, 109], "multipl": [8, 10, 16, 30, 33, 37, 39, 43, 67], "ad": [8, 12, 59, 68, 69, 76], "background": [8, 9, 25, 27, 28, 30, 61, 67, 71, 106], "check": [8, 11, 37, 42, 68, 72, 73, 78, 89, 92, 102, 105, 109], "alpha": [8, 31, 64, 65], "design": [8, 22, 29, 33, 35, 36], "simplifi": [8, 90], "common": [8, 58], "relat": [8, 12, 14, 17, 66, 73, 86], "task": [8, 21, 22, 33, 36, 47, 57], "applic": [8, 57, 74, 79, 98], "kei": [8, 18, 22, 30, 59, 68, 75, 82], "featur": [8, 13, 18, 30, 32, 33, 39, 43, 69, 71, 74, 75, 76, 82, 90], "binari": [8, 86], "like": [8, 12, 19, 24, 58, 59, 79, 85, 109], "onc": 8, "particularli": [8, 22, 29, 35, 36, 69, 85], "requir": [8, 10, 20, 21, 39, 48, 68, 69, 94, 100, 109], "preprocess": [8, 20, 29, 30, 34, 39, 64, 106], "befor": [8, 37, 39, 68, 82], "further": 8, "analysi": [8, 40], "force_background": [8, 59], "appli": [8, 15, 18, 20, 31, 39, 47, 48, 50, 57, 59, 62, 82, 86], "necessari": [8, 39, 74, 79], "ha": [8, 23, 45, 58, 83, 98, 107, 108], "4": [8, 12, 15, 17, 18, 22, 37, 38, 39, 40, 43, 47, 52, 62, 64, 65, 67, 75, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108], "avoid": [8, 74], "anomali": 8, "dure": [8, 29, 37, 76, 97, 105], "subsequ": [8, 30, 47], "union": [8, 13, 14, 15, 16, 17, 18, 21, 22, 30, 33, 37, 39, 47, 52, 57, 59, 67, 69, 72, 73, 80], "retain": 8, "typeerror": [8, 52, 57, 58, 59, 72, 73, 80], "isinst": 8, "list": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 39, 43, 45, 47, 48, 51, 54, 57, 58, 59, 60, 72, 73, 80, 81, 82, 89, 91, 94, 100, 104], "tupl": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 39, 40, 43, 45, 47, 48, 51, 59, 82, 90, 91, 93, 94, 95, 98, 99, 100, 101, 102, 103, 104], "take": [8, 54, 59], "singl": [8, 16, 33, 37, 39, 58, 59, 76, 82, 86], "call": [8, 26, 67], "each": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 29, 34, 39, 43, 50, 57, 66, 76, 78, 82, 83, 98], "item": [8, 10, 18], "batch": [8, 64, 65, 82, 83, 102], "multiimagestyp": [8, 30, 33, 39, 48], "iter": [8, 59, 62, 73], "img_path": 8, "image1": 8, "image2": 8, "loaded_imag": 8, "len": [8, 60], "all": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 26, 29, 30, 33, 34, 38, 39, 40, 42, 43, 45, 51, 52, 62, 64, 65, 68, 70, 71, 75, 77, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "pillow": [8, 56, 106], "boolean": [8, 39], "tool": [9, 16, 24, 29, 31, 38, 39, 40, 41, 47, 62, 70, 76, 96, 98], "basic": [9, 57, 61, 73], "grid_background": 9, "grid_transpar": 9, "blob": [9, 71, 106], "to_blob_url": 9, "load_image_from_blob_url": 9, "is_valid_image_blob_url": 9, "decod": [9, 37, 106], "rgb_decod": 9, "load_imag": [9, 24, 51, 67], "has_alpha_channel": 9, "layer": [9, 86, 106], "istack": 9, "download_image_from_url": 9, "is_http_url": 9, "mai": [10, 14, 17, 39, 63, 67, 74, 79, 85, 105, 107, 108], "block": [10, 29, 33, 34], "togeth": 10, "new": [10, 23, 29, 52, 64, 65, 67, 68, 73], "similar": [10, 12, 19, 30, 33, 39, 43, 59, 79, 82, 106], "techniqu": [10, 31, 37], "p": [10, 74, 75, 79, 82], "need": [10, 16, 34, 45, 48, 85, 89, 91, 94, 97, 100, 104], "stack": [10, 82], "addition": 10, "second": [10, 22, 39, 44, 78], "element": [10, 82], "rang": [10, 39, 43, 48], "left": [10, 47, 48, 52, 86], "0": [10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 29, 30, 34, 38, 39, 40, 43, 45, 47, 48, 50, 52, 54, 57, 58, 59, 62, 67, 68, 72, 73, 74, 75, 76, 79, 80, 81, 82, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108, 109], "right": [10, 47, 52, 86], "two": [10, 22, 39, 44, 62, 78, 97], "dimension": [10, 82], "h": [10, 25, 27, 28, 50, 71], "w": [10, 25, 27, 28, 50, 71, 82], "posit": [10, 39, 47, 48, 90], "target": [10, 19, 25, 27, 28, 30, 48, 59], "By": [10, 45], "first": [10, 12, 16, 22, 34, 39, 44, 78], "howev": [10, 39], "solid": [10, 47], "pure": [10, 71], "lime": [10, 71], "nian": 10, "nian_lim": 10, "yellow": [10, 67], "5": [10, 12, 16, 21, 22, 39, 40, 43, 45, 48, 50, 52, 57, 58, 59, 60, 67, 74, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "9": [10, 12, 22, 39, 43, 52, 59, 67, 80, 89, 90, 91, 93, 94, 97, 98, 99, 100, 101, 103, 104], "nian_tran": 10, "custom": [10, 13, 14, 15, 16, 17, 18, 21, 29, 33, 34, 37, 40, 47, 48, 50, 58, 59, 67, 68, 72], "mask": [10, 25, 27, 28, 48, 50, 71], "hs1": 10, "ab": 10, "linspac": 10, "ws1": 10, "nian_mask": 10, "hxw": [10, 25, 27, 28, 50], "download": 11, "special": [11, 12], "github": [11, 51, 107, 108, 109], "hug": [11, 18, 29, 30, 33, 34, 39, 59, 82], "face": [11, 18, 19, 20, 29, 30, 33, 34, 39, 52, 54, 59, 67, 73, 82, 90, 106], "progress": [11, 64, 65, 83], "track": 11, "host": [11, 12, 15, 20, 23, 30, 39, 45, 60, 75, 83, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104, 109], "main": [11, 17, 20, 21, 24, 29, 30, 33, 34, 39, 59, 67, 69, 71, 74, 85, 109], "compon": [11, 12, 22, 29, 30, 33, 34, 85], "http": [11, 51, 71, 109], "intern": [11, 33, 55, 68], "silent": [11, 64, 65, 83], "expected_s": 11, "kwarg": [11, 12, 13, 14, 15, 16, 17, 18, 21, 29, 30, 33, 34, 35, 47, 48, 67, 69], "suppress": [11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 24, 34, 47, 83], "bar": 11, "displai": [11, 30, 33, 64, 65], "expect": [11, 37, 59], "session": 11, "get": [11, 25, 27, 28, 30, 38, 40, 60, 61, 67, 71, 74, 77, 82, 88, 90, 95, 97, 99, 101, 103], "especi": 11, "hf": 11, "request": 11, "requestexcept": 11, "fail": [11, 13], "unidentifiedimageerror": 11, "com": [11, 51, 109], "ftp": 11, "booru": 12, "yolo": [12, 18, 20, 32, 106], "aperveyev": 12, "deepgh": [12, 13, 14, 15, 16, 17, 18, 20, 23, 39, 43, 45, 60, 75, 79, 83, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104, 109], "overal": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 26, 38, 39, 40, 42, 43, 45, 51, 62, 64, 65, 70, 77, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "benchmark": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 26, 38, 39, 40, 42, 43, 45, 51, 62, 64, 65, 70, 77, 83, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "explan": 12, "No": [12, 67, 107, 108], "head": [12, 19, 24, 51, 73, 90, 99, 106], "anim": [12, 13, 14, 15, 16, 17, 18, 19, 21, 26, 28, 38, 39, 40, 42, 51, 53, 54, 60, 67, 70, 71, 73, 74, 77, 83, 90, 91, 94, 95, 99, 100, 101, 103, 104, 109], "pretti": 12, "girl": [12, 45, 73], "onli": [12, 13, 14, 15, 16, 17, 18, 21, 24, 39, 68, 73, 74, 79, 82, 97], "bust": 12, "torso": 12, "part": [12, 50, 51, 52], "collarbon": 12, "center": [12, 48, 58, 59], "pair": [12, 22, 33], "cover": [12, 20, 48, 67, 73], "breast": [12, 20, 73, 74, 75, 79, 81, 82], "boob": 12, "bra": 12, "nippl": [12, 13, 47, 67], "mostli": [12, 16], "visibl": [12, 24], "nsfw": [12, 47, 96, 106], "shld": 12, "shoulder": [12, 52], "mayb": 12, "one": [12, 33, 37, 43, 45, 59, 73, 82], "view": [12, 45], "profil": 12, "exactli": 12, "rear": 12, "exclud": 12, "sideb": 12, "uncov": 12, "other": [12, 39, 45, 59, 78, 81, 90], "visual": [12, 13, 14, 15, 16, 18, 19, 21, 39, 41, 51, 53, 82, 106], "mark": 12, "belli": [12, 20], "button": [12, 29, 75], "hip": [12, 52], "half": [12, 16, 73], "stock": 12, "line": [12, 26, 27, 54], "knee": [12, 52], "below": [12, 54, 70, 109], "6": [12, 22, 24, 39, 43, 52, 59, 62, 72, 73, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108], "nopan": 12, "panti": [12, 76], "cloth": 12, "bikini": 12, "regardless": 12, "censor": [12, 19, 47, 48, 94, 100, 106], "evid": 12, "7": [12, 13, 15, 16, 17, 18, 34, 39, 43, 45, 47, 50, 52, 59, 67, 72, 73, 79, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "butt": 12, "buttock": [12, 20], "least": [12, 36, 37, 69], "partial": 12, "behind": 12, "more": [12, 13, 32, 33, 45, 52, 57, 67, 85, 88], "less": [12, 13, 15, 21, 89], "stand": [12, 67, 74, 75, 79, 82], "sit": [12, 73], "ass": 12, "split": [12, 79], "leg": [12, 67], "wide": [12, 67], "90": 12, "degre": [12, 48], "typic": [12, 13, 30, 59], "abov": [12, 13, 14, 15, 16, 17, 18, 21, 50, 91, 94, 100, 104], "10": [12, 23, 29, 39, 43, 48, 52, 59, 62, 89, 90, 91, 94, 97, 98, 100, 101], "sprd": 12, "strongli": [12, 83], "11": [12, 39, 52, 89, 90, 91, 94, 97, 98, 100, 101], "vsplt": 12, "pose": [12, 39, 106], "12": [12, 24, 39, 47, 52, 59, 89, 90, 91, 94, 97, 98, 100, 101], "vsprd": 12, "vsplit": 12, "13": [12, 39, 52, 90, 91, 94, 98, 101, 103], "full": [12, 67], "almost": 12, "side": [12, 46, 73, 105], "usual": [12, 43], "ly": 12, "14": [12, 52, 59, 90, 91, 94, 98, 101, 109], "wing": [12, 73], "dragon": 12, "poni": 12, "15": [12, 42, 44, 52, 59, 90, 91, 94, 98, 101, 107, 108], "feral": 12, "four": [12, 13, 90], "non": [12, 13, 14, 15, 16, 17, 18, 20, 21, 34, 47, 95], "human": [12, 13, 14, 15, 16, 17, 18, 21, 51, 53, 89], "16": [12, 52, 59, 62, 64, 65, 90, 94, 98, 101], "hdrago": 12, "style": [12, 16, 21, 48, 103, 109], "17": [12, 52, 59, 98, 103], "hponi": 12, "18": [12, 20, 52, 59, 94, 98, 100, 107, 108], "hfox": 12, "cartoon": 12, "fox": 12, "dog": 12, "zootopia": 12, "nick": 12, "wild": 12, "19": [12, 52, 98], "hrabb": 12, "rabbit": 12, "judi": 12, "hopp": 12, "bunnygirl": 12, "20": [12, 29, 52, 59, 67, 98], "hcat": 12, "cat": [12, 73, 80], "catgirl": 12, "sharp": 12, "muzzl": 12, "compar": [12, 22, 33], "21": [12, 16, 52, 59, 103], "hbear": 12, "bear": 12, "22": [12, 52, 59], "jacko": 12, "memet": 12, "jack": 12, "o": [12, 67, 69, 79, 82, 94, 97, 107, 108], "contest": 12, "toward": [12, 52], "viewer": [12, 67], "23": [12, 52, 59], "jackx": 12, "sometim": 12, "24": [12, 39, 43, 52, 59, 62], "hhors": 12, "hors": 12, "implement": [12, 30, 33, 44, 85], "aa09": 12, "25": [12, 15, 20, 34, 44, 59, 103], "hbird": 12, "bird": 12, "name": [12, 13, 14, 15, 16, 17, 18, 21, 23, 29, 30, 33, 34, 39, 40, 45, 47, 52, 57, 58, 59, 74, 79, 82, 83, 89, 90, 93, 95, 98, 99, 101, 102, 103], "releas": 12, "time": [12, 69, 83], "yolov8s_pp09": 12, "2023": 12, "focus": 12, "class": [12, 14, 17, 18, 29, 30, 31, 33, 34, 37, 47, 48, 52, 55, 57, 59, 60, 66, 67, 69, 73, 90, 91, 94, 95, 99, 100, 101, 103, 104], "advanc": [12, 109], "capabl": [12, 30, 37, 45], "specif": [12, 13, 18, 29, 30, 33, 35, 37, 47, 52, 55, 57, 59, 69, 70, 90, 94, 100], "scenario": [12, 74, 79, 85], "yolov8s_pp12": 12, "2024": 12, "final": 12, "patch": 12, "continu": 12, "focu": [12, 67], "enhanc": [12, 32, 106], "improv": [12, 23, 82], "previou": 12, "yolov8m_pp13": 12, "offer": [12, 15, 16, 17, 22, 57, 69, 97], "yolov8n_as01": 12, "spinoff": 12, "26": [12, 59], "train": [12, 13, 14, 15, 16, 17, 18, 21, 39, 40, 74, 75, 76, 79, 83, 94, 100], "80": 12, "epoch": 12, "sfw": 12, "subset": 12, "wa": 12, "eventu": 12, "abandon": 12, "due": [12, 38, 39, 74, 79, 85, 90, 105], "ineffect": 12, "yolov8m_as02": 12, "start": [12, 37, 48, 67, 106], "30": [12, 21, 48], "public": [12, 30], "friendli": [12, 109], "reduc": [12, 39, 50, 82], "yolov8m_as03": 12, "as02": 12, "60": 12, "aim": 12, "bottleneck": 12, "reproduc": 12, "yolov8s_aa06": 12, "initi": [12, 29, 30, 34, 37, 47, 60, 73], "current": [12, 58, 64, 67, 94, 100, 107, 108, 109], "reincarn": 12, "some": [12, 29, 32, 39, 43, 44, 48, 61, 72, 74, 75, 79, 82, 83, 85, 92, 105, 107, 108], "yolov8s_aa09": 12, "updat": [12, 29, 30, 33, 34, 68], "dataset": [12, 13, 14, 15, 16, 17, 18, 21, 40, 43, 82, 96], "closeup": 12, "adjust": [12, 34, 43, 73], "larg": [12, 27, 30, 39, 82], "hat": [12, 73], "aa06": 12, "yolov8s_aa10": 12, "major": 12, "fix": 12, "issu": [12, 18, 64], "wear": 12, "yolov8s_aa11": 12, "latest": [12, 34, 74, 79], "mainstream": 12, "aa10": 12, "outstand": 12, "map": [12, 29, 45, 51, 72, 73, 76, 80, 81, 86, 98, 102], "score": [12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 29, 30, 33, 38, 40, 42, 43, 45, 51, 52, 54, 76, 80, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "though": 12, "note": [12, 16, 39, 48, 67, 90, 94, 97, 100, 107, 108], "complet": [12, 34, 48, 90, 96, 106], "fair": 12, "bias": 12, "model_nam": [12, 13, 14, 15, 16, 17, 18, 21, 29, 30, 33, 34, 40, 47, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "conf_threshold": [12, 13, 14, 15, 16, 17, 18, 21, 34, 47], "iou_threshold": [12, 13, 14, 15, 16, 17, 18, 20, 21, 34, 47], "perform": [12, 16, 20, 21, 23, 30, 33, 34, 39, 45, 47, 48, 51, 59, 74, 85, 97, 98, 107, 108], "confid": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 34, 40, 45, 47, 52, 54, 75, 82], "threshold": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 25, 34, 39, 42, 43, 45, 47, 50, 54, 74, 75, 79, 82, 89, 97], "iou": [12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 34, 47], "bounding_box": 12, "x1": [12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 34, 47, 48], "y1": [12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 34, 47, 48], "x2": [12, 20, 22], "y2": [12, 20, 22], "box": [12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 45, 51], "f": [12, 17, 22, 39, 43, 67, 86], "2f": 12, "point": [13, 17, 39, 52, 59], "femal": [13, 20, 47, 73], "genit": 13, "male": [13, 20, 73], "anime_censor_detect": 13, "yolov8": [13, 14, 15, 16, 17, 18, 21], "model": [13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 26, 27, 28, 29, 30, 31, 33, 34, 38, 39, 40, 43, 45, 47, 51, 52, 54, 59, 62, 63, 64, 65, 66, 67, 70, 74, 75, 76, 77, 79, 82, 83, 86, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 106, 109], "v1": [13, 14, 15, 16, 17, 21, 47, 67, 82], "identifi": [13, 29, 37, 64], "locat": 13, "anatom": 13, "analyz": [13, 20, 40], "data": [13, 16, 18, 35, 37, 39, 51, 58, 66, 67, 74, 76, 94, 100, 106, 107, 108, 109], "either": [13, 14, 15, 16, 17, 33, 39, 59, 82, 86], "standard": [13, 15, 16, 17, 35, 59, 85], "n": [13, 14, 15, 16, 17, 18, 21, 37, 39, 47, 59, 67], "nano": [13, 15, 16, 17, 47], "faster": [13, 14, 15, 16, 17, 18, 47], "while": [13, 15, 16, 17, 24, 34, 46, 48, 62, 85], "slower": [13, 21], "construct": [13, 14, 16, 17, 47, 82], "intersect": [13, 14, 15, 16, 17, 18, 21, 22, 47], "over": [13, 14, 15, 16, 17, 18, 21, 22, 23, 47, 73], "merg": [13, 14, 15, 16, 17, 39], "integ": [13, 37, 43, 52, 59], "x0": [13, 14, 15, 16, 17, 18, 21, 24, 34, 47, 48], "y0": [13, 14, 15, 16, 17, 18, 21, 24, 34, 47, 48], "bound": [13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 51], "indic": [13, 39, 52, 55, 74, 79, 82], "nipple_f": [13, 47], "peni": [13, 47], "pussi": [13, 47, 67], "runtimeerror": [13, 29, 33], "detection_visu": [13, 14, 15, 16, 18, 19, 21], "nude_girl": [13, 47], "365": 13, "264": 13, "399": 13, "289": [13, 14], "7473511695861816": 13, "224": [13, 57, 58, 59], "260": 13, "252": 13, "285": 13, "6830288171768188": 13, "206": 13, "523": [13, 47, 48], "240": 13, "608": 13, "6799028515815735": 13, "matplotlib": [13, 14, 15, 16, 24, 51], "pyplot": [13, 14, 15, 16, 51], "plt": [13, 14, 15, 16, 51], "imshow": [13, 14, 15, 16, 51], "anime_eye_detect": 14, "allow": [14, 15, 17, 18, 21, 30, 34, 37, 55, 57, 59, 85], "trade": [14, 16], "off": [14, 16], "speed": [14, 15, 16, 17, 18, 21, 25, 83], "accuraci": [14, 15, 16, 17, 18, 21, 45, 89, 91, 94, 97, 100, 104], "higher": [14, 15, 16, 17, 18, 20, 23, 97], "consid": [14, 17, 22, 39, 45, 48, 50, 60, 73, 94, 100], "overlap": [14, 16, 17, 18, 22, 64, 65, 74, 75, 77, 79, 82, 83, 106], "coordin": [14, 15, 16, 17, 18, 24, 34, 48, 52, 62], "alwai": [14, 16, 17, 18, 45], "except": [14, 17, 37, 55, 59, 67], "predict": [14, 18, 21, 29, 30, 33, 34, 75, 82, 89, 91, 93, 94, 97, 98, 100, 102, 104], "yolo_predict": [14, 21, 32], "squat": [14, 16, 51], "297": 14, "239": [14, 45], "341": 14, "271": 14, "7760562896728516": 14, "230": 14, "263": 14, "308": 14, "7682342529296875": 14, "createml": 15, "huggingfac": [15, 17, 39, 45, 59, 62, 71, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104], "anime_face_detect": 15, "user": [15, 21, 29, 30, 33, 34, 37, 60, 69, 109], "balanc": [15, 17, 21, 67], "system": [15, 16, 25, 55, 59, 94, 100], "overhead": [15, 16, 25, 85], "avail": [15, 21, 24, 29, 30, 37, 39, 45, 48, 55, 59, 67, 80, 88, 89, 91, 94, 100, 104], "v0": [15, 21, 64, 65], "overrid": [15, 21], "auto": [15, 21, 51, 69, 88], "mostima_post": [15, 18], "29": [15, 18, 59], "441": [15, 18], "204": [15, 18], "584": [15, 18], "7874319553375244": [15, 18], "346": [15, 18], "59": [15, 18], "529": [15, 18], "275": [15, 18], "7510495185852051": [15, 18], "606": [15, 18], "51": [15, 18, 59], "895": [15, 18], "336": [15, 18], "6986488103866577": [15, 18], "upper": [16, 47], "bodi": [16, 21, 51, 52, 54, 67], "anime_halfbody_detect": 16, "pleas": [16, 23, 38, 39, 45, 64, 66, 68, 83, 90, 94, 97, 100, 107, 108], "primari": [16, 90, 93, 95, 99, 101, 103], "purpos": 16, "crop": [16, 50, 57, 58, 59, 67], "illustr": [16, 67, 91, 93], "therefor": [16, 39, 107, 108], "consist": [16, 39], "person": [16, 19, 22, 24, 34, 51, 99, 106], "peopl": [16, 80], "guarante": [16, 45], "you": [16, 18, 19, 21, 26, 45, 48, 64, 65, 82, 83, 85, 88, 89, 90, 91, 94, 97, 100, 104, 109], "inde": 16, "recommend": [16, 23, 39, 42, 43, 82, 83, 94, 100], "approach": 16, "detect_person": [16, 19, 24, 51], "individu": [16, 22, 37, 57, 66], "obtain": [16, 26, 38, 39], "local": [16, 60, 107, 108], "flexibl": [16, 57, 58], "lower": [16, 42, 43, 45, 47], "127": 16, "629": 16, "637": 16, "9040350914001465": 16, "anime_hand_detect": 17, "choos": [17, 21, 45], "35": [17, 59, 67, 74, 82], "configur": [17, 29, 39, 57, 58, 59, 106], "suit": 17, "case": [17, 23, 39, 42], "defin": [17, 21, 39, 67, 86], "being": 17, "label": [17, 18, 20, 22, 23, 24, 29, 30, 33, 34, 39, 40, 45, 76, 98, 102], "infer": [17, 20, 23, 30, 33, 34, 51, 64, 65, 88, 97], "anime_imag": 17, "bbox": 17, "conf": 17, "customiz": [18, 24], "integr": [18, 30, 74, 109], "repositori": [18, 29, 30, 33, 34, 39], "anime_head_detect": 18, "contribut": 18, "our": 18, "develop": [18, 83, 109], "yolo11": 18, "architectur": 18, "usag": [18, 29, 30, 66, 67, 68, 74, 85, 86, 105], "head_detect_v2": 18, "0_": 18, "equal": [18, 48], "deprec": [18, 23, 38], "remov": [18, 23, 29, 34, 38, 45, 62, 71, 73, 75, 76, 81, 82], "futur": [18, 23], "help": [18, 39, 50, 62], "For": [18, 19, 21, 22, 30, 39, 45, 52, 66, 82, 88], "instead": [18, 23, 76], "detect_head": [19, 24], "booru_yolo": [19, 106], "detect_with_booru_yolo": 19, "detect_censor": [19, 47, 94, 100], "ey": [19, 48, 52, 67, 73, 106], "detect_ey": 19, "detect_fac": 19, "halfbodi": [19, 90, 99, 106], "detect_halfbodi": 19, "hand": [19, 52, 54, 67, 73, 106], "detect_hand": 19, "nudenet": [19, 106], "detect_with_nudenet": 19, "calculate_i": 19, "bboxes_similar": 19, "detection_similar": 19, "detect_text": 19, "nuditi": 20, "run": [20, 25, 29, 30, 34, 83, 88, 105, 106], "nm": 20, "postprocess": 20, "onnx": [20, 29, 30, 33, 34, 75, 88, 98], "nudenet_onnx": 20, "notai": 20, "tech": 20, "detail": [20, 62, 66, 67, 88, 90], "respect": 20, "female_genitalia_cov": 20, "genitalia": 20, "face_femal": 20, "buttocks_expos": 20, "expos": 20, "female_breast_expos": 20, "female_genitalia_expos": 20, "male_breast_expos": 20, "anus_expos": 20, "anu": 20, "feet_expos": 20, "feet": [20, 52, 54], "belly_cov": 20, "feet_cov": 20, "armpits_cov": 20, "armpit": 20, "armpits_expos": 20, "face_mal": 20, "belly_expos": 20, "male_genitalia_expos": 20, "anus_cov": 20, "female_breast_cov": 20, "buttocks_cov": 20, "onnxruntim": [20, 87, 106], "topk": [20, 29], "100": [20, 25, 34, 42, 59, 85], "45": [20, 43, 59], "score_threshold": 20, "number": [20, 29, 30, 33, 37, 39, 45, 52, 60, 62, 86, 89], "keep": [20, 79], "entir": 21, "anidet3": 21, "roboflow": 21, "m": 21, "x": [21, 39, 48, 52, 67, 85, 86, 102], "fastest": [21, 25], "most": [21, 29, 30, 33, 34], "confidence_scor": [21, 24], "genshin_post": [21, 46, 47, 48], "371": 21, "232": 21, "564": 21, "690": 21, "7533698678016663": 21, "135": [21, 52], "451": 21, "716": [21, 45], "6788613796234131": 21, "614": 21, "393": 21, "830": 21, "686": 21, "5612757205963135": 21, "1275": 21, "654": 21, "4047100841999054": 21, "calcul": [22, 30, 39, 42, 43], "comput": [22, 27, 30, 33, 41, 59, 85, 86, 98], "work": [22, 29, 30, 33, 36, 42, 69, 98], "aggreg": 22, "involv": 22, "segment": [22, 60, 106], "evalu": [22, 38], "algorithm": [22, 39, 42], "box1": 22, "box2": 22, "bboxtyp": 22, "measur": [22, 38, 39, 42], "divid": [22, 52], "4f": 22, "1429": 22, "bboxes1": 22, "bboxes2": 22, "liter": [22, 39, 48, 52, 64, 65, 80], "max": [22, 23], "raw": [22, 29, 30, 33, 37], "depend": [22, 67, 68, 105], "unknown": [22, 80], "hungarian": 22, "find": [22, 48], "optim": [22, 30, 39], "assign": [22, 23, 29, 39], "among": [22, 39], "averag": 22, "detect1": 22, "detect2": 22, "bboxwithscoreandlabel": 22, "group": [22, 29, 43, 76], "correspond": [22, 39, 45, 50, 59, 82, 98, 102], "combin": [22, 37, 45], "against": [22, 83], "ground": [22, 94, 100], "truth": [22, 94, 100], "car": 22, "85": [22, 74, 82], "75": 22, "text_detect": 23, "been": [23, 98], "migrat": 23, "ocr": [23, 106], "detect_text_with_ocr": [23, 106], "soon": 23, "paddleocr": [23, 45], "dbnetpp_resnet50_fpnc_1200e_icdar2015": 23, "05": [23, 59, 74, 75, 89, 90, 91, 93, 98, 99, 100, 101, 103, 104], "max_area_s": 23, "640": 23, "region": [23, 47, 50, 94, 100], "dbnet": 23, "do": [23, 50, 91], "640x640": 23, "ani": [23, 30, 33, 37, 39, 47, 57, 59, 62, 67, 72, 86, 88], "sinc": [23, 38], "appear": [24, 27], "font": 24, "pad": [24, 71], "see": [24, 67, 88], "text_pad": 24, "fontsiz": 24, "max_short_edge_s": 24, "fp": 24, "no_label": 24, "normal": [24, 30, 40, 57, 58, 59, 82], "predefin": [24, 73], "extract": [24, 25, 27, 28, 37, 39, 43, 45, 50, 59, 66, 67, 68, 69, 75, 82], "around": [24, 29, 34, 37, 54], "shortest": 24, "edg": [24, 54, 106], "maintain": [24, 34, 46, 52, 85, 109], "font_manag": 24, "fontproperti": 24, "properti": [24, 48, 52, 67, 69], "cv2": 25, "have": [25, 27, 39, 80, 81, 94, 100, 105], "lowest": 25, "resourc": [25, 106], "low_threshold": 25, "high_threshold": 25, "200": [25, 34, 59], "assum": [25, 27, 28, 71], "its": [25, 27, 28, 29, 39, 45, 46, 59, 68, 71, 74, 76, 88, 90, 91, 93, 94, 95, 98, 99, 100, 101, 103, 104], "low": [25, 33, 38, 40, 67, 79, 82, 83], "high": [25, 33, 34, 61, 67, 83, 97, 98], "outlin": 26, "comparison": [26, 74], "canni": [26, 106], "get_edge_by_canni": 26, "edge_image_with_canni": 26, "lineart": [26, 28, 106], "get_edge_by_lineart": 26, "edge_image_with_lineart": 26, "lineart_anim": [26, 106], "get_edge_by_lineart_anim": 26, "edge_image_with_lineart_anim": 26, "best": [27, 40, 48, 67], "effect": [27, 38, 47, 105], "closest": 27, "consum": 27, "amount": 27, "memori": [27, 29, 30, 34, 107, 108], "power": 27, "runtim": [27, 30, 88, 97], "coars": 27, "detect_resolut": [27, 28], "512": [27, 28, 54, 67, 83], "deeper": 27, "richer": 27, "probabl": [27, 30, 98], "extra": [27, 67], "increas": [27, 39], "resolut": [27, 28, 60, 83], "neural": [27, 28, 71, 86], "network": [27, 28, 71, 86], "classif": [29, 33, 86, 90, 91, 93, 94, 95, 96, 99, 100, 101, 103, 104], "those": [29, 97], "store": [29, 30, 34, 35, 67, 68], "well": [29, 42], "manag": [29, 30, 33, 34, 88, 106], "interact": [29, 30, 33, 34], "also": [29, 57, 82, 109], "token": [29, 30, 33, 34], "authent": [29, 30, 33, 34], "access": [29, 30, 33, 52, 67, 85], "privat": [29, 30, 31, 33, 43], "repo_id": [29, 30, 33, 34], "fn_preprocess": 29, "callabl": [29, 59], "hf_token": [29, 30, 33, 34], "comprehens": [29, 30], "imagepreprocessfunc": 29, "variabl": [29, 48, 88], "_model_nam": 29, "cach": [29, 30, 33, 34, 60, 87, 106], "_model": 29, "dictionari": [29, 35, 40, 57, 59, 67, 68, 69, 72, 73, 75, 90, 93, 95, 99, 101, 103], "_label": 29, "_hf_token": 29, "org": 29, "repo": [29, 59], "__init__": [29, 30, 31, 33, 34, 37, 48, 52, 60, 69, 73], "instanc": [29, 30, 34, 39, 47, 52, 59, 60, 73], "clear": [29, 30, 33, 34, 39, 68, 90, 94, 100], "free": [29, 30, 34], "up": [29, 30, 34, 73], "launch_demo": [29, 30, 33, 34], "default_model_nam": [29, 30, 33, 34], "server_nam": [29, 30, 33, 34], "server_port": [29, 30, 33, 34], "launch": [29, 30, 33, 34], "gradio": [29, 30, 33, 34], "demo": [29, 30, 33, 34, 79], "interfac": [29, 30, 33, 34, 85], "ui": [29, 33, 34], "make_ui": [29, 30, 33, 34], "server": [29, 30, 33, 34], "select": [29, 30, 33, 34, 39, 47, 60], "dropdown": [29, 30], "port": [29, 30, 33, 34], "importerror": [29, 34], "instal": [29, 33, 34, 62, 68, 106], "properli": [29, 33, 67], "usernam": [29, 34], "repo_nam": [29, 34], "model_v1": 29, "7860": [29, 30, 34], "submit": 29, "recent": [29, 30, 33, 34], "label_group": 29, "highest": [29, 98], "through": [29, 30, 59, 109], "error": [29, 37, 59, 82], "predict_fmt": 29, "fmt": [29, 30, 33, 40, 75, 82], "top5": 29, "logit": [29, 30, 33], "embed": [29, 30, 33, 37, 82], "dict": [29, 30, 37, 40, 51, 57, 58, 59, 67, 68, 69, 75, 82, 85, 90, 91, 93, 94, 95, 99, 100, 101, 103, 104], "top": [29, 48, 97], "k": 29, "e": [29, 30, 39, 61, 64, 65, 80, 83, 86], "g": [29, 30, 39, 61, 64, 65, 80, 82, 83], "top10": 29, "predict_scor": 29, "ia": 29, "conveni": [29, 52, 67, 109], "wrapper": [29, 34, 37], "id": [29, 30, 33, 34], "multimod": 30, "hub": 30, "discoveri": 30, "variant": [30, 33], "pipelin": [30, 57, 59], "pattern": [30, 39, 73], "direct": 30, "api": [30, 33], "control": [30, 67], "via": 30, "web": [30, 33], "deploy": [30, 98], "reus": 30, "lru": 30, "thread": [30, 33, 85, 105], "safe": [30, 33, 68, 74, 75, 85, 96, 98, 100, 105, 106], "demand": 30, "switch": 30, "image_encod": [30, 33], "upload": [30, 34], "enter": 30, "link": 30, "address": 30, "bind": 30, "organ": 30, "precomput": [30, 81], "cosin": 30, "scale": [30, 33, 47, 48, 52, 67, 71, 82, 107, 108], "complex": 30, "image_embed": 30, "text_embed": 30, "etc": [30, 59], "thei": [30, 39, 55, 59], "l2": [30, 82], "text_encod": [30, 33], "accept": 30, "_process_rgb": 31, "_process_alpha_channel_with_model": 31, "_process_rgba": 31, "attribut": 31, "classifi": [32, 90, 95, 96, 97, 99, 101, 103, 104, 106], "classifymodel": 32, "classify_predict_scor": 32, "classify_predict": 32, "classify_predict_fmt": 32, "imageenhanc": 32, "clip": [32, 59, 67, 106], "clipmodel": 32, "clip_image_encod": 32, "clip_text_encod": 32, "clip_predict": 32, "siglip": [32, 59, 106], "siglipmodel": 32, "siglip_image_encod": 32, "siglip_text_encod": 32, "siglip_predict": 32, "yolomodel": 32, "sigmoid": [33, 87], "loss": 33, "creation": [33, 57, 58, 69], "preprocessor": [33, 67], "reset": 33, "about": [33, 35], "hostnam": 33, "gr": [33, 34], "One": [33, 43], "detect": [34, 42, 45, 47, 51, 52, 53, 54, 72, 73, 88, 89, 94, 100, 106], "post": [34, 45], "helper": 34, "easi": 34, "metadata": [34, 40, 66, 68, 69, 106], "cleanup": 34, "associ": [34, 69], "default_conf_threshold": 34, "default_iou_threshold": 34, "environmenterror": [34, 62, 68], "environ": [34, 83, 85, 88, 106], "offlin": 34, "yolov5": 34, "allow_dynam": 34, "dynam": [34, 57], "300": [34, 59], "400": 34, "simpl": 34, "explicitli": 34, "read": [35, 36, 37, 66, 67, 68], "write": [35, 36, 37, 66, 68], "exif": [35, 36, 67], "gif": [35, 36, 67], "comment": 35, "These": [35, 38, 60], "retriev": [35, 39], "context": [35, 36], "ai": [35, 36, 69, 89], "found": [35, 48, 67, 90], "attempt": [35, 48, 59, 67, 69, 88], "commonli": [35, 59, 76, 86], "where": [35, 39, 67, 68, 82, 85], "look": [35, 45, 67, 90], "usercom": 35, "field": [35, 69], "dst_filenam": 35, "destin": [35, 67, 68, 69], "filenam": [35, 60], "pnginfo": [35, 37, 67, 69], "wai": [35, 67, 68], "geninfo": [36, 106], "lsb": [36, 69, 106], "signific": [36, 37, 39, 64, 69], "bit": [36, 37, 59, 69], "read_geninfo_paramet": 36, "read_geninfo_exif": 36, "read_geninfo_gif": 36, "write_geninfo_paramet": 36, "write_geninfo_exif": 36, "write_geninfo_gif": 36, "read_lsb_raw_byt": 36, "read_lsb_metadata": 36, "write_lsb_raw_byt": 36, "write_lsb_metadata": 36, "lsbreaderror": 36, "lsbextractor": 36, "imagelsbdataextractor": 36, "serialize_pnginfo": 36, "serialize_json": 36, "inject_data": 36, "steganographi": 37, "serial": 37, "json": 37, "compat": [37, 76], "inject": 37, "emb": [37, 82], "seamlessli": 37, "hidden": 37, "decompress": 37, "them": [37, 47, 57, 64, 68, 82], "gzip": 37, "written": 37, "appropri": [37, 45, 59, 67], "serializ": [37, 57], "err": 37, "caus": [37, 105], "multi": [37, 85], "get_next_n_byt": 37, "next": [37, 55], "get_one_byt": 37, "form": [37, 76], "read_32bit_integ": 37, "32": [37, 59], "interpret": [37, 52], "big": 37, "endian": 37, "enough": 37, "magic": 37, "stealth_pngcomp": 37, "extract_data": 37, "length": [37, 39, 46], "compress": 37, "along": [37, 39, 71], "robust": [37, 39], "skytnt": [38, 60, 71], "poor": 38, "anime_dbaesthet": [38, 41], "better": [38, 42, 62, 82, 83, 89, 91, 94, 97, 100, 104], "2053756": 38, "09986039996147156": 38, "1663584": 38, "24299287796020508": 38, "4886411": 38, "38091593980789185": 38, "2066024": 38, "5131649971008301": 38, "3670169": 38, "6011670827865601": 38, "5930006": 38, "7067991495132446": 38, "3821265": 38, "8237218260765076": 38, "5512471": 38, "9187621474266052": 38, "limit": [39, 74], "smaller": 39, "7eu7d7": [39, 79, 83, 109], "ccip_onnx": 39, "cluster": [39, 43], "refer": [39, 42, 66, 97], "relev": 39, "aforement": 39, "manual": [39, 48], "384": [39, 43, 57, 58, 59], "caform": 39, "randaug": 39, "prune": 39, "vector": 39, "pruned_fp32": 39, "5_fp32": 39, "feat": 39, "768": [39, 45, 67], "17847511429108218": 39, "1951224011983088": 39, "18397327797685215": 39, "y": [39, 48, 85], "16583099961280823": 39, "42947039008140564": 39, "4037521779537201": 39, "4371533691883087": 39, "40748104453086853": 39, "392294704914093": 39, "whether": [39, 45, 47, 59, 69, 72, 75, 82, 83], "belong": 39, "pairwis": 39, "matrix": 39, "5350548e": 39, "08": [39, 59, 99, 100], "6583106e": 39, "01": 39, "2947042e": 39, "0375218e": 39, "8025822e": 39, "3715334e": 39, "0748104e": 39, "2675274e": 39, "9229470e": 39, "j": 39, "th": 39, "dbscan": 39, "dbscan_2": 39, "dbscan_fre": 39, "optic": [39, 45], "optics_best": 39, "epsilon": 39, "ep": 39, "min_sampl": 39, "ccipclustermethodtyp": 39, "12921094122454668": 39, "1291187648928262": 39, "1836453739562513": 39, "distanc": 39, "_featureorimag": 39, "sampl": [39, 43, 67, 89, 90, 91, 93, 94, 95, 99, 100, 101, 103, 104], "neighborhood": [39, 62], "core": [39, 107, 108], "few": 39, "too": 39, "sensit": [39, 47, 82, 94, 100], "tune": 39, "guidelin": 39, "deal": [39, 66], "solut": [39, 48], "small": [39, 47], "advis": [39, 74], "significantli": 39, "separ": 39, "slightli": 39, "exhibit": 39, "regular": [39, 62], "outfit": 39, "awar": 39, "highli": 39, "so": [39, 42, 79, 83], "care": 39, "diff": 39, "07437477": 39, "0356068": 39, "04396922": 39, "05131693": 39, "assess": 40, "aesthet": [40, 41, 106], "danbooru": [40, 74, 77, 79, 94, 97], "hakubooru": 40, "kohakublueleaf": 40, "swinv2pv3_v0_448_ls0": 40, "2_x": 40, "percentil": 40, "_default_model_nam": 40, "masterpiec": [40, 67], "9831666690063624": 40, "8810615667538594": 40, "great": 40, "8225559148288356": 40, "good": [40, 45], "591020403706702": 40, "2888798940585766": 40, "243279223969715": 40, "worst": [40, 67], "005268185993767627": 40, "275707557797432": 40, "7977807857096195": 40, "56098810210824": 40, "670568235218525": 40, "1677918508648872": 40, "9305131509900093": 40, "6085879728198051": 40, "6834832429885864": 40, "16141420602798462": 40, "05435194447636604": 40, "025083942338824272": 40, "024000568315386772": 40, "027076328173279762": 40, "024589713662862778": 40, "3757021427154541": 40, "3451208472251892": 40, "1511985808610916": 40, "04740551486611366": 40, "02172713913023472": 40, "027498546987771988": 40, "03134724497795105": 40, "39281174540519714": 40, "22457796335220337": 40, "15563568472862244": 40, "10796019434928894": 40, "047730278223752975": 40, "0393439345061779": 40, "031940147280693054": 40, "13832266628742218": 40, "20687267184257507": 40, "2509062886238098": 40, "1644320785999298": 40, "11332042515277863": 40, "08270663768053055": 40, "043439216911792755": 40, "033693961799144745": 40, "03375888615846634": 40, "050045162439346313": 40, "16734018921852112": 40, "4311050772666931": 40, "23242227733135223": 40, "05163438618183136": 40, "012833272106945515": 40, "01619996316730976": 40, "03074900433421135": 40, "1396280825138092": 40, "5038207173347473": 40, "22299200296401978": 40, "07377689331769943": 40, "02854202501475811": 40, "026677291840314865": 40, "02838410809636116": 40, "026617199182510376": 40, "02508518099784851": 40, "06039097160100937": 40, "8043031692504883": 40, "get_aesthetic_scor": 41, "ccip": [41, 106], "ccip_extract_featur": 41, "ccip_batch_extract_featur": 41, "ccip_default_threshold": 41, "ccip_differ": 41, "ccip_sam": 41, "ccip_batch_differ": 41, "ccip_batch_sam": 41, "ccip_default_clustering_param": 41, "ccip_clust": 41, "ccip_merg": 41, "dbaesthet": [41, 106], "laplacian": [41, 106], "laplacian_scor": 41, "lpip": [41, 106], "lpips_extract_featur": 41, "lpips_differ": 41, "lpips_clust": 41, "psnr_": [41, 106], "psnr": [41, 65], "blur": [42, 47], "than": [42, 43, 47, 85, 89, 97], "seem": 42, "just": [42, 62, 91, 94, 97, 100, 104], "we": [42, 64, 83], "explor": 42, "bluri": 42, "hutao": [42, 71, 74, 75, 79, 82], "156": 42, "68285005210006": 42, "text_blur": 42, "2276": 42, "66629157129": 42, "real2": 42, "908745781486806": 42, "mmd": 42, "1072": 42, "8372572065527": 42, "richzhang": 43, "perceptualsimilar": 43, "chafen_arknight": 43, "rand": 43, "reach": 43, "995": 43, "cnn": 43, "f1": 43, "f2": 43, "f3": 43, "f4": 43, "f5": 43, "64": [43, 59, 62, 67, 83, 107, 108], "99": 43, "192": 43, "49": [43, 59], "256": [43, 57, 58, 64, 67], "img1": [43, 44, 82], "img2": [43, 44, 82], "anoth": 43, "16922694444656372": 43, "22250649333000183": 43, "6897575259208679": 43, "10956494510173798": 43, "6823137998580933": 43, "6837796568870544": 43, "nois": [43, 50, 62, 64], "inf": 44, "gaussian_20": 44, "dat": 44, "058228614646987": 44, "gaussian_3": 44, "27": [44, 59], "65611098737784": 44, "lq": 44, "29589659377844": 44, "recogn": [45, 59], "export": [45, 88], "recognit": 45, "ch_pp": 45, "ocrv4_det": 45, "heat_threshold": 45, "box_threshold": 45, "max_candid": 45, "1000": 45, "unclip_ratio": 45, "heat": 45, "candid": 45, "unclip": 45, "comic": [45, 91], "742": 45, "485": [45, 57, 58], "809": 45, "511": 45, "9543377610144915": 45, "682": 45, "98": 45, "734": 45, "124": 45, "9309689495575223": 45, "136": 45, "836": 45, "164": 45, "9042856988923695": 45, "144": 45, "455": 45, "196": 45, "874083638387722": 45, "719": 45, "835": 45, "488": 45, "8628696346175078": 45, "478": 45, "214": 45, "508": 45, "848871771901487": 45, "1030": 45, "557": 45, "1184": 45, "578": 45, "8352495440618789": 45, "427": 45, "129": 45, "553": 45, "154": 45, "8249209443996619": 45, "detect_model": 45, "recognize_model": 45, "ocrv4_rec": 45, "rotation_threshold": 45, "is_remove_dupl": 45, "rotat": [45, 48], "duplic": [45, 67], "mob": 45, "9356705927336156": 45, "shishou": 45, "8933000384412466": 45, "BUT": 45, "8730931912907247": 45, "oh": 45, "8417627579351514": 45, "mirror": 45, "7366019454049503": 45, "el": 45, "gato": 45, "iberico": 45, "7271127306351021": 45, "THAt": 45, "701928390168364": 45, "6965972578194936": 45, "chines": 45, "english": 45, "cannot": [45, 55, 57, 59, 69], "languag": 45, "func": [45, 87, 106], "japanes": [45, 67], "post_text": 45, "319": 45, "847": 45, "561": 45, "899": 45, "kancol": 45, "9130667787597329": 45, "552": 45, "811": 45, "791": 45, "921": 45, "1944": 45, "8566762346615406": 45, "820": 45, "558": 45, "850": 45, "fleet": 45, "collect": [45, 66], "8100635458911772": 45, "235": 45, "904": 45, "855": 45, "1009": 45, "\u6d77": 45, "6716076803280185": 45, "858": 45, "808": 45, "tsu": 45, "ka": 45, "NO": 45, "u": [45, 109], "mi": 45, "de": 45, "654507230718228": 45, "209": 45, "507": 45, "2888084133529467": 45, "japan_pp": 45, "ocrv3_rec": 45, "9230690942939336": 45, "8564870717047623": 45, "\u3044\u3064\u304b\u3042\u306e\u6d77\u3067": 45, "8061289060358996": 45, "8045396777081609": 45, "7311649382696896": 45, "\u8266\u3068\u308c\u308c": 45, "6648729016512889": 45, "ocrv2_det": 45, "ocrv3_det": 45, "ocrv4_server_det": 45, "ch_ppocr_mobile_slim_v2": 45, "0_det": 45, "ch_ppocr_mobile_v2": 45, "ch_ppocr_server_v2": 45, "en_pp": 45, "arabic_pp": 45, "ocrv2_rec": 45, "ocrv4_server_rec": 45, "0_rec": 45, "chinese_cht_pp": 45, "cyrillic_pp": 45, "devanagari_pp": 45, "en_number_mobile_v2": 45, "ka_pp": 45, "korean_pp": 45, "latin_pp": 45, "ta_pp": 45, "te_pp": 45, "dimens": [46, 59], "max_siz": [46, 57, 58, 59], "longer": 46, "after": [46, 59, 74, 79, 82], "1280": 46, "720": 46, "new_img": 46, "600": 46, "337": 46, "obscur": 47, "regist": [47, 48, 57, 58, 59], "rectangular": 47, "967": [47, 48], "143": [47, 48], "1084": [47, 48], "261": [47, 48], "246": [47, 48], "208": [47, 48], "331": [47, 48], "287": [47, 48], "662": [47, 48], "466": [47, 48], "705": [47, 48], "514": [47, 48], "479": [47, 48], "283": [47, 48], "326": [47, 48], "color_black": 47, "radiu": 47, "emoji": [47, 48], "penis": 47, "vagina": 47, "serv": [47, 59, 74], "foundat": 47, "inherit": [47, 59], "within": [47, 67, 74, 82], "fill": 47, "color_default": 47, "green": 47, "color_green": 47, "ffff00": 47, "color_ffff00": 47, "blur_4": 47, "blur_8": 47, "blur_12": 47, "pixelate_4": 47, "pixelate_8": 47, "pixelate_12": 47, "cl": 47, "arg": 47, "subclass": 47, "keyerror": 47, "alreadi": 47, "exist": [47, 68, 88, 91], "angl": 48, "end": [48, 67], "censor_area": [48, 49], "ratio_threshold": 48, "minimum": [48, 54, 60, 62], "total": [48, 107, 108], "star": [48, 79], "register_censor_method": [48, 49], "smiling_face_with_heart": 48, "twitter": 48, "appl": 48, "googl": 48, "microsoft": 48, "samsung": 48, "whatsapp": 48, "facebook": 48, "messeng": 48, "joypixel": 48, "openmoji": 48, "emojidex": 48, "mozilla": 48, "express": 48, "code": [48, 64, 79, 82], "_emojistyletyp": 48, "emoji_default": 48, "cat_fac": 48, "emoji_green": 48, "grinning_face_with_sweat": 48, "emoji_liuhanhuangd": 48, "minim": 48, "abl": [48, 55], "prefix": [48, 73, 78], "sum": 48, "cx": 48, "mass": 48, "occlus": 48, "cy": 48, "find_for_area": 48, "rectangl": 48, "corner": 48, "factor": [48, 59], "align": [49, 106], "align_maxs": 49, "censor_": [49, 106], "censor_nsfw": 49, "basecensor": 49, "colorcensor": 49, "blurcensor": 49, "pixelatecensor": 49, "imgcensor": [49, 106], "imagebasedcensor": 49, "emojibasedcensor": 49, "singleimag": 49, "squeez": [49, 106], "squeeze_with_transpar": 49, "fit": 50, "tightli": 50, "interest": 50, "jerry_with_spac": 50, "median_filt": 50, "median": 50, "kernel": 50, "larger": [50, 54, 84], "disabl": 50, "keypoint": [51, 52, 53, 54], "idea": 51, "research": 51, "auto_detect": 51, "out_bbox": 51, "person_detect_cfg": 51, "op18keypointset": [51, 53, 54], "rtmpose": 51, "config": [51, 58, 106, 109], "foot": [51, 52], "hand1": 51, "hand2": 51, "op18_visu": [51, 53], "0x7f5ca933f3d0": 51, "axesimag": 51, "0x7f5c98069790": 51, "all_": 52, "openpos": [52, 67], "op18": [52, 54], "__mul__": 52, "multipli": 52, "scalar": 52, "__truediv__": 52, "divisor": 52, "left_foot": 52, "left_hand": 52, "right_foot": 52, "right_hand": 52, "enum": 52, "enumer": 52, "symbol": [52, 79, 82], "make": [52, 57, 76, 86, 94, 98, 100], "readabl": [52, 82], "categor": 52, "nose": 52, "neck": 52, "elbow": 52, "wrist": 52, "ankl": 52, "ear": [52, 73, 80], "member": 52, "right_should": 52, "right_elbow": 52, "right_wrist": 52, "left_should": 52, "left_elbow": 52, "left_wrist": 52, "right_hip": 52, "right_kne": 52, "right_ankl": 52, "left_hip": 52, "left_kne": 52, "left_ankl": 52, "right_ey": 52, "left_ey": 52, "right_ear": 52, "left_ear": 52, "left_big_to": 52, "left_small_to": 52, "left_heel": 52, "right_big_to": 52, "right_small_to": 52, "right_heel": 52, "__int__": 52, "truncat": [52, 96, 106], "zero": 52, "must": [52, 73, 105], "preced": 52, "surround": 52, "whitespac": [52, 76], "36": [52, 59], "0b100": 52, "91": [52, 59], "112": 52, "92": [52, 59, 80], "113": [52, 59], "dwpose": [53, 106], "dwpose_estim": 53, "openpose18": 53, "op18_body_max": 53, "op18_body_min": 53, "op18_face_max": 53, "op18_face_min": 53, "op18_left_foot_max": 53, "op18_left_foot_min": 53, "op18_left_hand_max": 53, "op18_left_hand_min": 53, "op18_right_foot_max": 53, "op18_right_foot_min": 53, "op18_right_hand_max": 53, "op18_right_hand_min": 53, "keypoints_list": 54, "min_edge_s": 54, "draw_bodi": 54, "draw_hand": 54, "draw_feet": 54, "draw_fac": 54, "drawn": 54, "shorter": 54, "connect": 54, "ellips": 54, "facial": [54, 73, 90], "pars": [55, 57, 58, 66, 67, 106], "parser": [55, 57, 58, 67], "try": 55, "notparsetarget": 56, "register_pillow_transform": 56, "register_pillow_pars": 56, "create_pillow_transform": 56, "parse_pillow_transform": 56, "register_torchvision_transform": 56, "register_torchvision_pars": 56, "create_torchvision_transform": 56, "parse_torchvision_transform": 56, "register_creators_for_transform": 56, "notprocessortypeerror": 56, "create_transforms_from_transform": 56, "is_valid_size_dict": 56, "convert_to_size_dict": 56, "get_size_dict": 56, "create_clip_transform": 56, "create_transforms_from_clip_processor": 56, "create_convnext_transform": 56, "create_transforms_from_convnext_processor": 56, "create_vit_transform": 56, "create_transforms_from_vit_processor": 56, "create_siglip_transform": 56, "create_transforms_from_siglip_processor": 56, "create_bit_transform": 56, "create_transforms_from_bit_processor": 56, "create_blip_transform": 56, "create_transforms_from_blip_processor": 56, "create_mobilenetv2_transform": 56, "create_transforms_from_mobilenetv2_processor": 56, "tensor": [57, 58, 59, 68], "composit": [57, 59], "machin": [57, 86], "learn": [57, 86], "compos": [57, 58, 59], "sequenc": [57, 59, 73], "pillowcompos": [57, 59], "sequenti": 57, "decor": [57, 58, 59, 85], "facilit": 57, "creator": [57, 59], "tvalu": [57, 58], "describ": 57, "interpol": [57, 58, 59], "bicub": [57, 58, 59], "pillowres": [57, 59], "antialia": [57, 58, 59], "bilinear": [57, 58], "center_crop": [57, 58], "pillowcentercrop": [57, 59], "pillowtotensor": [57, 59], "maybe_to_tensor": [57, 58], "pillowmaybetotensor": 57, "std": [57, 58, 59], "pillownorm": [57, 59], "456": [57, 58], "406": [57, 58], "229": [57, 58], "225": [57, 58], "48500001430511475": 57, "4560000002384186": 57, "4059999883174896": 57, "2290000021457672": 57, "2240000069141388": 57, "22499999403953552": 57, "framework": 58, "extend": 58, "centercrop": 58, "totensor": 58, "maybetotensor": 58, "4850": 58, "4560": 58, "4060": 58, "2290": 58, "2240": 58, "2250": 58, "timm": 58, "interpolationmod": 58, "processor": [59, 107, 108], "vitimageprocessor": 59, "5906": 59, "33": 59, "donutimageprocessor": 59, "1901": 59, "70": [59, 83], "detrimageprocessor": 59, "1575": 59, "86": [59, 73], "clipimageprocessor": 59, "1374": 59, "73": 59, "videomaeimageprocessor": 59, "1093": 59, "convnextimageprocessor": 59, "648": 59, "65": 59, "segformerimageprocessor": 59, "533": 59, "00": 59, "beitimageprocessor": 59, "468": 59, "63": 59, "siglipimageprocessor": 59, "440": 59, "48": 59, "layoutlmv3imageprocessor": 59, "403": 59, "layoutlmv2imageprocessor": 59, "332": 59, "87": 59, "mllamaimageprocessor": 59, "qwen2vlimageprocessor": 59, "314": 59, "77": 59, "blipimageprocessor": 59, "276": 59, "55": 59, "idefics2imageprocessor": 59, "226": 59, "llavanextimageprocessor": 59, "215": 59, "bitimageprocessor": 59, "210": 59, "pix2structimageprocessor": 59, "conditionaldetrimageprocessor": 59, "53": 59, "samimageprocessor": 59, "52": 59, "deitimageprocessor": 59, "mask2formerimageprocessor": 59, "89": 59, "50": 59, "vivitimageprocessor": 59, "88": 59, "yolosimageprocessor": 59, "84": 59, "47": 59, "viltimageprocessor": 59, "41": 59, "detaimageprocessor": 59, "68": 59, "38": 59, "pixtralimageprocessor": 59, "mobilenetv2imageprocessor": 59, "mobilevitimageprocessor": 59, "61": 59, "34": [59, 107, 108], "dptimageprocessor": 59, "maskformerimageprocessor": 59, "28": 59, "nougatimageprocessor": 59, "ideficsimageprocessor": 59, "rtdetrimageprocessor": 59, "efficientnetimageprocessor": 59, "40": [59, 67], "deformabledetrimageprocessor": 59, "idefics3imageprocessor": 59, "fuyuimageprocessor": 59, "videollavaimageprocessor": 59, "pvtimageprocessor": 59, "09": 59, "oneformerimageprocessor": 59, "mobilenetv1imageprocessor": 59, "07": [59, 98, 99, 100, 103], "owlv2imageprocessor": 59, "chineseclipimageprocessor": 59, "efficientformerimageprocessor": 59, "llavaonevisionimageprocessor": 59, "swin2srimageprocessor": 59, "vithybridimageprocessor": 59, "owlvitimageprocessor": 59, "04": 59, "groundingdinoimageprocessor": 59, "03": 59, "perceiverimageprocessor": 59, "chameleonimageprocessor": 59, "levitimageprocessor": 59, "vitmatteimageprocessor": 59, "extens": [59, 74], "tri": 59, "def": [59, 85], "hasattr": 59, "feature_extractor": 59, "encount": 59, "becaus": 59, "until": 59, "successfulli": 59, "imageprocessor": 59, "autoimageprocessor": 59, "from_pretrain": 59, "openai": 59, "vit": 59, "patch32": 59, "pillowconvertrgb": 59, "48145467": 59, "4578275": 59, "40821072": 59, "26862955": 59, "2613026": 59, "2757771": 59, "size_dict": 59, "shortest_edg": 59, "invalid_kei": 59, "default_to_squar": 59, "height_width_ord": 59, "constraint": 59, "els": [59, 67, 107, 108], "incompat": 59, "longest_edg": 59, "param_nam": 59, "entri": 59, "conform": 59, "messag": [59, 83], "do_res": 59, "do_center_crop": 59, "crop_siz": 59, "do_rescal": 59, "rescale_factor": 59, "00392156862745098": 59, "do_norm": 59, "image_mean": 59, "image_std": 59, "do_convert_rgb": 59, "rescal": 59, "deviat": 59, "clipprocessor": 59, "crop_pct": 59, "tailor": 59, "convnext": 59, "percentag": 59, "prepar": 59, "replic": 59, "build": [59, 74, 82], "blip": 59, "255": 59, "openai_clip_mean": 59, "openai_clip_std": 59, "accord": 59, "behavior": 59, "mobilenetv2": 59, "per": 59, "equival": 59, "bg": 60, "strict_level": 60, "min_select": 60, "min_width": 60, "min_height": 60, "min_resolut": 60, "strict": [60, 94, 100], "get_imag": 60, "get_image_fil": 60, "list_image_fil": 60, "random_imag": 60, "randomli": 60, "random_image_fil": 60, "8057": 60, "000000": 60, "000001": 60, "000002": 60, "000003": 60, "000004": 60, "home": 60, "dgh": [60, 68, 109], "2400x1600": 60, "0x7feb86ed5160": 60, "003258": 60, "400x400": 60, "0x7feb86a748b0": 60, "quickli": 61, "backgroundimageset": 61, "list_bg_image_fil": 61, "get_bg_image_fil": 61, "get_bg_imag": 61, "random_bg_image_fil": 61, "random_bg_imag": 61, "opencv": 62, "denois": [62, 67], "inspir": [62, 71, 75, 82, 102], "mf666": [62, 102], "mist": 62, "fucker": 62, "diameter_min": 62, "diameter_max": 62, "sigma_color_min": 62, "sigma_color_max": 62, "sigma_space_min": 62, "sigma_space_max": 62, "radius_min": 62, "radius_max": 62, "eps_min": 62, "eps_max": 62, "b_iter": 62, "g_iter": 62, "random": [62, 80], "bilater": 62, "guid": 62, "stage": 62, "preserv": 62, "diamet": 62, "sigma": 62, "space": [62, 71, 82], "window": [62, 67], "term": 62, "contrib": 62, "noisy_imag": 62, "cleaned_img": 62, "cleaned_imag": 62, "blurri": [63, 67], "noisi": 63, "nafnet": [63, 106], "scunet": [63, 64, 106], "adversari": [63, 106], "remove_adversarial_nois": 63, "restore_with_nafnet": 63, "restore_with_scunet": 63, "ve": 64, "gaussian": 64, "To": 64, "correctli": 64, "credibl": 64, "rgg": [64, 65], "red": [64, 73], "gopro": 64, "sidd": 64, "tile_s": [64, 65, 83], "tile_overlap": [64, 65, 83], "batch_siz": [64, 65, 83], "nafnetmodeltyp": 64, "tile": [64, 65, 83], "gan": 65, "128": 65, "scunetmodeltyp": 65, "automatic1111": 66, "stabl": [66, 67, 89, 109], "diffus": [66, 67, 89], "webui": [66, 67, 68], "novelai": 66, "sdwui": 66, "submodul": 66, "nai": [66, 106], "docstr": 66, "sdmetadata": 66, "parse_sdmeta_from_text": 66, "get_sdmeta_from_imag": 66, "save_image_with_sdmeta": 66, "read_metadata": 66, "save_with_metadata": 66, "naimetadata": 66, "get_naimeta_from_imag": 66, "add_naimeta_to_imag": 66, "save_image_with_naimeta": 66, "formatt": 67, "a1111": 67, "sd_metadata_simpl": 67, "sd_metadata_complex": 67, "prompt": 67, "neg_prompt": 67, "neg": 67, "__str__": 67, "sd1": 67, "extrem": 67, "delic": 67, "beauti": 67, "offici": 67, "global": [67, 105], "illumin": 67, "soft": 67, "shadow": 67, "super": 67, "light": 67, "novel": [67, 69], "4k": 67, "metal_textur": 67, "striped_background": 67, "rich": 67, "cg": 67, "uniti": 67, "8k": 67, "wallpap": 67, "unreal": 67, "sci": 67, "fi": 67, "fantasi": 67, "silver_skin": 67, "cut": [67, 73], "silver_impossible_bodysuit": 67, "gem_on_chest": 67, "cut_silver_mechanical_leotard": 67, "headgear": [67, 73], "1_girl": 67, "solo": [67, 72, 73, 74, 75, 79, 80, 81, 82], "slim_waist": 67, "hair": [67, 73], "long": 67, "lumin": 67, "medium_breast": [67, 81], "indistinct_camelto": 67, "flat_crotch": 67, "coquettish": 67, "squint": 67, "evil_smil": 67, "dark_persona": 67, "mouth": 67, "wet": 67, "slim_fac": 67, "tall_girl": 67, "matur": 67, "mature_fac": 67, "slim_figur": 67, "slim_leg": 67, "groin": 67, "bare_thigh": 67, "easyneg": 67, "sketch": 67, "ugli": 67, "huge": 67, "logo": 67, "monochrom": [67, 93, 96, 106], "bad": 67, "mutat": 67, "horror": 67, "geometri": 67, "bad_prompt": 67, "miss": 67, "finger": 67, "limb": 67, "anatomi": 67, "interlock": 67, "digit": 67, "arm": 67, "2girl": 67, "deform": 67, "artist": 67, "blush": [67, 74, 75, 79, 82], "lipstick": 67, "skindent": 67, "tie": 67, "big_breast": 67, "thighhigh": [67, 74], "pubic_hair": [67, 73], "3d": [67, 91], "realist": 67, "slip": [67, 76], "head_out_of_fram": 67, "curvi": 67, "sampler": 67, "ddim": 67, "cfg": 67, "seed": 67, "3827064803": 67, "512x848": 67, "hash": 67, "eb49192009": 67, "anidosmix": 67, "skip": 67, "new_imag": 67, "let": 67, "what": 67, "nslim_fac": 67, "848": 67, "_sdmeta_text": 67, "directli": 67, "starri": 67, "night": 67, "daylight": 67, "euler": 67, "sd2": 67, "1girl": [67, 72, 73, 74, 75, 76, 79, 80, 81, 82], "blue": 67, "footwear": 67, "shoe": 67, "bang": [67, 73, 74, 79, 82], "indoor": 67, "sleev": 67, "ahog": [67, 73, 74, 75, 79, 82], "dress": [67, 73], "pot": 67, "plant": 67, "bag": [67, 74, 75, 79, 82], "bun": [67, 73], "lora": 67, "bluearchive10": 67, "bluearchiv": 67, "neg1": 67, "dpm": 67, "2m": 67, "sde": 67, "karra": 67, "2647703743": 67, "768x768": 67, "72bd94132e": 67, "cutemix": 67, "strength": 67, "controlnet": 67, "control_v11p_sd15_openpos": 67, "cab727d4": 67, "weight": 67, "perfect": 67, "param": 67, "hire": 67, "upscal": [67, 106], "latent": 67, "ti": 67, "339cc9210f70": 67, "66a7279a88dd": 67, "info": 67, "underli": [67, 85], "sd_meta": 67, "scope": 67, "dst_file": [67, 69], "webp": 67, "systemerror": [67, 69], "input_imag": 67, "output_imag": 67, "a41": 68, "safetensor": 68, "torch": 68, "command": [68, 109], "pip": [68, 109], "_check_env": 68, "model_fil": 68, "key1": 68, "value1": 68, "key2": 68, "value2": 68, "src_model_fil": 68, "dst_model_fil": 68, "new_metadata": 68, "john": 68, "doe": [68, 72, 80, 94, 100], "input_model": 68, "output_model": 68, "softwar": 69, "generation_tim": 69, "dataclass": 69, "encapsul": 69, "taken": 69, "alia": 69, "success": [69, 109], "add_lsb_meta": 69, "save_metainfo": 69, "metainfo": 69, "prefer": 69, "isneti": [70, 106], "get_isnetis_mask": 70, "segment_with_isneti": 70, "segment_rgba_with_isneti": 70, "co": 71, "seg": 71, "1024": [71, 82], "app": 71, "l8": 71, "00ff00": 71, "mask_": 71, "image_": 71, "hutao_seg": 71, "skadi": [71, 74, 75, 79, 82], "skadi_seg": 71, "drop": [72, 73, 74, 79, 81, 82], "cosplai": 72, "no_eyewear": 72, "eyewear": [72, 73], "span": [72, 73], "matter": [72, 73], "red_hair": [72, 73, 80, 81], "use_preset": 72, "custom_blacklist": 72, "onlin": 72, "preset": 72, "ones": 72, "neither": [72, 73], "nor": [72, 73], "anal_hair": 73, "anal_tail": 73, "arm_behind_head": 73, "arm_hair": 73, "arm_under_breast": 73, "arms_behind_head": 73, "bird_on_head": 73, "blood_in_hair": 73, "breasts_on_glass": 73, "breasts_on_head": 73, "cat_on_head": 73, "closed_ey": 73, "clothed_female_nude_femal": 73, "clothed_female_nude_mal": 73, "clothed_male_nude_femal": 73, "clothes_between_breast": 73, "cream_on_fac": 73, "drying_hair": 73, "empty_ey": 73, "face_to_breast": 73, "food_on_fac": 73, "food_on_head": 73, "game_boi": 73, "grabbing_anoth": 73, "s_hair": 73, "grabbing_own_breast": 73, "gun_to_head": 73, "head_between_breast": 73, "heart_in_ey": 73, "multiple_boi": 73, "multiple_girl": 73, "object_on_breast": 73, "object_on_head": 73, "paint_splatter_on_fac": 73, "parted_lip": [73, 74, 75, 79, 82], "penis_on_fac": 73, "person_on_head": 73, "pokemon_on_head": 73, "rabbit_on_head": 73, "rice_on_fac": 73, "severed_head": 73, "star_in_ey": 73, "sticker_on_fac": 73, "tentacles_on_mal": 73, "tying_hair": 73, "built": [73, 85], "mutabl": 73, "constructor": 73, "empti": 73, "hold": [73, 74, 75, 79, 82], "futa": 73, "cum": 73, "rub": 73, "shade": 73, "plai": 73, "drill": 73, "skin": 73, "sidelock": 73, "twintail": [73, 74, 75, 79, 82], "braid": 73, "afro": 73, "bald": 73, "dreadlock": 73, "ponytail": 73, "updo": 73, "beard": 73, "mustach": 73, "pointi": 73, "horn": 73, "tail": 73, "ornament": 73, "hairband": 73, "pupil": 73, "bow": [73, 74, 75], "headwear": 73, "ribbon": [73, 75, 79], "crown": 73, "cap": 73, "hairclip": [73, 79], "mole": 73, "halo": 73, "fluff": 73, "flower": [73, 74, 75, 79, 82], "glass": [73, 76], "fang": 73, "boi": 73, "beret": 73, "heterochromia": 73, "headdress": 73, "eyepatch": 73, "headphon": 73, "eyebrow": 73, "eyelash": 73, "sunglass": 73, "intak": 73, "scrunchi": 73, "ear_pierc": 73, "headband": 73, "ring": 73, "under_mouth": 73, "freckl": 73, "lip": 73, "eyelin": 73, "eyeshadow": 73, "tassel": 73, "whitelist_suffix": 73, "whitelist_prefix": 73, "whitelist_word": 73, "suffix": [73, 78], "pool": 73, "whitelist": 73, "blacklist": [73, 77, 106], "singular": 73, "plural": 73, "chair": 73, "whole": 73, "word": 73, "hear": 73, "72": 73, "outdat": 74, "anymor": 74, "baselin": 74, "practic": 74, "use_real_nam": [74, 79], "general_threshold": [74, 75, 82], "character_threshold": [74, 75, 82], "drop_overlap": [74, 75, 79, 82], "real": [74, 79, 96, 106], "renam": [74, 79], "redirect": [74, 79], "mani": [74, 79], "websit": [74, 79], "rate": [74, 75, 82, 94, 96, 106], "char": [74, 75, 82], "9897817373275757": 74, "question": [74, 75, 82, 94], "010265946388244629": 74, "explicit": [74, 75, 82, 94], "2809715270996094e": 74, "9939777851104736": 74, "5032387375831604": 74, "black_bord": 74, "9943548440933228": 74, "black_glov": [74, 75, 79, 82], "5011609792709351": 74, "blue_ski": [74, 75, 79, 82], "6877802610397339": 74, "5543792843818665": 74, "8268730640411377": 74, "cloud": [74, 75, 79, 82], "8504303693771362": 74, "cowboy_shot": [74, 75, 79, 82], "6008237600326538": 74, "crop_top": [74, 75, 79, 82], "6635787487030029": 74, "dai": [74, 75, 79, 82], "8496965765953064": 74, "glove": [74, 75, 79, 82], "6107005476951599": 74, "hair_between_ey": [74, 75, 79, 82], "668294370174408": 74, "5619469285011292": 74, "holding_baseball_bat": [74, 75, 79, 82], "5141720771789551": 74, "letterbox": 74, "long_hair": [74, 75, 79, 81, 82], "9884189963340759": 74, "looking_at_view": [74, 75, 79, 82], "5673105120658875": 74, "midriff": [74, 75, 79, 82], "6290556192398071": 74, "navel": [74, 75, 79, 82], "9631235003471375": 74, "no_hat": [74, 75, 79], "7978747487068176": 74, "no_headwear": [74, 75, 79, 82], "7577926516532898": 74, "outdoor": [74, 75, 79, 82], "7118550539016724": 74, "5452839136123657": 74, "pillarbox": 74, "9841411709785461": 74, "red_ey": [74, 75, 79, 82], "958786129951477": 74, "shirt": [74, 75, 79, 82], "6720131039619446": 74, "short_sleev": [74, 75, 79, 82], "7077711820602417": 74, "silver_hair": [74, 75, 79], "6673924326896667": 74, "sky": [74, 75, 79, 82], "8709812760353088": 74, "9614333510398865": 74, "sportswear": [74, 75, 79, 82], "7786177396774292": 74, "6842771172523499": 74, "sweat": [74, 75, 79, 82], "9076308012008667": 74, "thigh": [74, 75, 79, 82], "580970823764801": 74, "skadi_": [74, 75, 82], "arknight": [74, 75, 82], "9633345007896423": 74, "9988503456115723": 74, "001651763916015625": 74, "00012505054473876953": 74, "9829280972480774": 74, "894218385219574": 74, "8733789920806885": 74, "backpack": [74, 75, 79, 82], "6322951316833496": 74, "9987058639526367": 74, "bag_charm": [74, 75], "9754379987716675": 74, "6810564994812012": 74, "9708781838417053": 74, "6356008052825928": 74, "5633733868598938": 74, "brick_wal": 74, "5315935611724854": 74, "brown_hair": [74, 75, 79, 82], "9397273659706116": 74, "9229896664619446": 74, "charm_": [74, 75], "9006357789039612": 74, "citi": 74, "9020784497261047": 74, "cityscap": 74, "9547432661056519": 74, "5296419262886047": 74, "8253412246704102": 74, "5619839429855347": 74, "hair_flow": [74, 75, 79, 82], "8277763724327087": 74, "hair_orna": [74, 75, 79, 82], "9356368780136108": 74, "hair_ribbon": [74, 75, 79], "5288072824478149": 74, "jacket": [74, 75, 79, 82], "6336134076118469": 74, "9703260064125061": 74, "8188960552215576": 74, "phone_screen": 74, "9579574465751648": 74, "9954615235328674": 74, "plaid": [74, 75, 79], "9725285172462463": 74, "plaid_skirt": [74, 75, 79], "9638455510139465": 74, "pleated_skirt": [74, 75, 79, 82], "7226815819740295": 74, "5321241021156311": 74, "red_nail": [74, 79], "5493080615997314": 74, "school_bag": [74, 75], "9863407611846924": 74, "school_uniform": [74, 75, 79, 82], "6794284582138062": 74, "5062428116798401": 74, "shoulder_bag": 74, "9325523972511292": 74, "skirt": [74, 75, 79, 82], "92237788438797": 74, "skyscrap": 74, "7728171348571777": 74, "sleeves_past_wrist": [74, 75, 79], "7257086038589478": 74, "smile": [74, 75, 79, 82], "5357837080955505": 74, "6939404010772705": 74, "7054293155670166": 74, "tongu": [74, 75, 79, 82], "9990814924240112": 74, "tongue_out": [74, 75, 79, 82], "9992498755455017": 74, "5012534260749817": 74, "very_long_hair": [74, 75, 79, 81, 82], "7461410164833069": 74, "lagpixellol": 75, "deepgelbooru_onnx": 75, "categori": [75, 90, 98], "dim": [75, 82], "9986732006072998": 75, "0013858973979949951": 75, "315376281738281e": 75, "9972434639930725": 75, "basebal": [75, 82], "5982598662376404": 75, "baseball_bat": [75, 79, 82], "6429562568664551": 75, "bike_short": 75, "36296138167381287": 75, "8308937549591064": 75, "black_shirt": [75, 79, 82], "7388008832931519": 75, "6039759516716003": 75, "30909663438796997": 75, "9694308042526245": 75, "6422968506813049": 75, "5898381471633911": 75, "8145260810852051": 75, "652222216129303": 75, "dolphin_short": 75, "466494083404541": 75, "7183809280395508": 75, "6753682494163513": 75, "7302790880203247": 75, "6649775505065918": 75, "large_breast": [75, 79, 82], "8446108102798462": 75, "98187655210495": 75, "8140730857849121": 75, "6360533833503723": 75, "9635934829711914": 75, "33370012044906616": 75, "44239571690559387": 75, "7891374826431274": 75, "6471294164657593": 75, "9958090782165527": 75, "8736815452575684": 75, "872096061706543": 75, "5640895366668701": 75, "5049663186073303": 75, "8832778930664062": 75, "9687467813491821": 75, "sports_bra": 75, "3659853935241699": 75, "9309735298156738": 75, "49939480423927307": 75, "stomach": [75, 79, 82], "446407288312912": 75, "809670090675354": 75, "6560589075088501": 75, "47956040501594543": 75, "9832853674888611": 75, "9994162321090698": 75, "0008397102355957031": 75, "00035390257835388184": 75, "9926226139068604": 75, "899387001991272": 75, "34215790033340454": 75, "5701972246170044": 75, "9512913227081299": 75, "6664570569992065": 75, "5614628791809082": 75, "33615976572036743": 75, "5770801305770874": 75, "987317681312561": 75, "37286585569381714": 75, "cardigan": [75, 79], "36409223079681396": 75, "7329680919647217": 75, "collared_shirt": [75, 79], "5924292206764221": 75, "4344901144504547": 75, "7465001344680786": 75, "5225946307182312": 75, "6976451873779297": 75, "9265321493148804": 75, "34527891874313354": 75, "6675043106079102": 75, "9096828699111938": 75, "long_sleev": [75, 79, 82], "41341525316238403": 75, "8418735265731812": 75, "miniskirt": [75, 79], "3675632178783417": 75, "nail_polish": [75, 79], "5284417867660522": 75, "open_cloth": [75, 79], "30296844244003296": 75, "48789578676223755": 75, "36596980690956116": 75, "7759367227554321": 75, "6535028219223022": 75, "8975257873535156": 75, "36911237239837646": 75, "4171145558357239": 75, "3942635953426361": 75, "6772940754890442": 75, "9397937655448914": 75, "5207280516624451": 75, "4673041105270386": 75, "9118321537971497": 75, "9967410564422607": 75, "9970728158950806": 75, "8419480323791504": 75, "6489560604095459": 75, "white_shirt": [75, 79], "6217572689056396": 75, "underscor": [76, 82], "convent": 76, "restor": [76, 106], "use_spac": 76, "use_escap": 76, "include_scor": 76, "score_descend": 76, "_": 76, "escap": 76, "unsaf": 76, "sort": [76, 80], "descend": 76, "panty_pul": 76, "6826801300048828": 76, "958938717842102": 76, "drinking_glass": 76, "9340789318084717": 76, "areola_slip": 76, "41196826100349426": 76, "9988248348236084": 76, "drink": 76, "pull": 76, "areola": 76, "999": 76, "959": 76, "934": 76, "683": 76, "412": 76, "mldanbooru": [77, 106], "get_mldanbooru_tag": 77, "wd14": [77, 79, 106], "get_wd14_tag": [77, 79], "convert_wd14_emb_to_predict": 77, "denormalize_wd14_emb": 77, "deepdanbooru": [77, 79, 106], "get_deepdanbooru_tag": [77, 79], "deepgelbooru": [77, 106], "get_deepgelbooru_tag": 77, "add_underlin": 77, "remove_underlin": 77, "tags_to_text": 77, "drop_overlap_tag": 77, "is_blacklist": 77, "drop_blacklisted_tag": 77, "char_whitelist_suffix": 77, "char_whitelist_prefix": 77, "char_whitelist_word": 77, "char_suffix": 77, "char_prefix": 77, "charactertagpool": 77, "is_basic_character_tag": 77, "drop_basic_character_tag": 77, "sort_tag": 77, "tag_match_suffix": 77, "tag_match_prefix": 77, "tag_match_ful": 77, "t1": 78, "t2": 78, "fulli": 78, "ml": 79, "448": 79, "keep_ratio": 79, "9999984502792358": [79, 101], "9999946355819702": 79, "9994951486587524": 79, "998144268989563": 79, "9978417158126831": 79, "9941409230232239": 79, "9799384474754333": 79, "979142427444458": 79, "961823582649231": 79, "961323618888855": 79, "9490893483161926": 79, "9450850486755371": 79, "9425153136253357": 79, "9409335255622864": 79, "9319437146186829": 79, "9265308976173401": 79, "9259042143821716": 79, "922250509262085": 79, "9199565052986145": 79, "9175475835800171": 79, "9102761745452881": 79, "9076938629150391": 79, "9052775502204895": 79, "8938589692115784": 79, "8894285559654236": 79, "8891903162002563": 79, "8845980763435364": 79, "8842408061027527": 79, "8659475445747375": 79, "862621009349823": 79, "8616052865982056": 79, "8562789559364319": 79, "short_short": [79, 82], "8555729389190674": 79, "8533340096473694": 79, "black_short": [79, 82], "8477485775947571": 79, "8430152535438538": 79, "tied_long_hair": [79, 82], "8340626955032349": 79, "crop_top_overhang": 79, "8266023397445679": 79, "8222048282623291": 79, "8202669620513916": 79, "8061150312423706": 79, "ass_visible_through_thigh": [79, 82], "7803354859352112": 79, "thigh_gap": [79, 82], "7789446711540222": 79, "arms_up": 79, "7052110433578491": 79, "9999866485595703": 79, "997043788433075": 79, "9969649910926819": 79, "9957101345062256": 79, "9928386807441711": 79, "9886980056762695": 79, "9864778518676758": 79, "ghost": [79, 82], "9769423007965088": 79, "9747489094734192": 79, "9736957550048828": 79, "9388670325279236": 79, "9356311559677124": 79, "91000896692276": 79, "8955123424530029": 79, "8910233378410339": 79, "8904104828834534": 79, "8881211280822754": 79, "8876776695251465": 79, "8864808678627014": 79, "8810517191886902": 79, "8798807263374329": 79, "8765745162963867": 79, "8737136125564575": 79, "8650439381599426": 79, "8613706827163696": 79, "blue_cardigan": 79, "8571277260780334": 79, "8333670496940613": 79, "8160212635993958": 79, "eyebrows_visible_through_hair": 79, "8122442364692688": 79, "8091571927070618": 79, "8082079887390137": 79, "8048468232154846": 79, "8042327165603638": 79, "7984272241592407": 79, "blazer": [79, 82], "794708251953125": 79, "78981614112854": 79, "7892146110534668": 79, "shaped_pupil": [79, 82], "7867060899734497": 79, "gradient_hair": 79, "786359965801239": 79, "7790888547897339": 79, "brown_skirt": 79, "7760675549507141": 79, "774523913860321": 79, "7721588015556335": 79, "7697228789329529": 79, "755959689617157": 79, "multicolored_hair": 79, "7477189898490906": 79, "7476690411567688": 79, "rail": 79, "7476617693901062": 79, "blue_jacket": 79, "7458406090736389": 79, "741143524646759": 79, "7364678978919983": 79, "7193643450737": 79, "red_neckwear": 79, "7108616828918457": 79, "7086325287818909": 79, "7055293321609497": 79, "7039415836334229": 79, "7018357515335083": 79, "shuffl": 80, "count": [80, 107, 108], "2boi": 80, "cat_ear": 80, "uniqu": 80, "8849405313291128": 81, "8548297594823425": 81, "03910296474461261": 81, "6615180440330748": 81, "21552028866308015": 81, "3165260620737027": 81, "47744464927382957": 81, "tagger": 82, "smilingwolf": 82, "wd": 82, "swinv2_v3": 82, "general_mcut_en": 82, "character_mcut_en": 82, "no_underlin": 82, "mcut": 82, "replac": 82, "index": [82, 109], "follw": 82, "valuabl": 82, "enabl": 82, "rapid": 82, "queri": 82, "0011444687843322754": 82, "8876402974128723": 82, "106781005859375": 82, "000277101993560791": 82, "997527003288269": 82, "9797663688659668": 82, "9905703663825989": 82, "9761719703674316": 82, "8981098532676697": 82, "8810765743255615": 82, "9498510360717773": 82, "8377365469932556": 82, "945058286190033": 82, "9457170367240906": 82, "969594419002533": 82, "7881088852882385": 82, "7687551379203796": 82, "9301245212554932": 82, "6703325510025024": 82, "white_hair": 82, "5292627811431885": 82, "8677047491073608": 82, "grey_hair": 82, "5859264731407166": 82, "9536856412887573": 82, "8056888580322266": 82, "8394746780395508": 82, "9473626613616943": 82, "8986269235610962": 82, "9385137557983398": 82, "8408567905426025": 82, "alternate_costum": 82, "4245271384716034": 82, "931140661239624": 82, "8830795884132385": 82, "7279844284057617": 82, "artist_nam": 82, "5333830714225769": 82, "64717698097229": 82, "9516432285308838": 82, "9655293226242065": 82, "9485014081001282": 82, "7366660833358765": 82, "7161656618118286": 82, "5858667492866516": 82, "6186309456825256": 82, "41193312406539917": 82, "467605859041214": 82, "36282333731651306": 82, "3756745457649231": 82, "motion_blur": 82, "5091936588287354": 82, "951993465423584": 82, "5634750723838806": 82, "8232709169387817": 82, "9869340658187866": 82, "49491602182388306": 82, "5193622708320618": 82, "003406703472137451": 82, "0007208287715911865": 82, "9798132181167603": 82, "8046203851699829": 82, "7596215009689331": 82, "7620116472244263": 82, "46084529161453247": 82, "48454540967941284": 82, "5152207016944885": 82, "8023070096969604": 82, "8653596639633179": 82, "7201820611953735": 82, "7816740870475769": 82, "697688639163971": 82, "8974947333335876": 82, "7491052746772766": 82, "5015512704849243": 82, "6401398181915283": 82, "43420469760894775": 82, "4528769850730896": 82, "5730487704277039": 82, "6739872694015503": 82, "5545973181724548": 82, "6946243047714233": 82, "5487751364707947": 82, "7439308166503906": 82, "4186026453971863": 82, "47378358244895935": 82, "4690653085708618": 82, "7565015554428101": 82, "hu_tao_": 82, "genshin_impact": 82, "9262397289276123": 82, "boo_tao_": 82, "942080020904541": 82, "denorm": 82, "denormalizer_nam": 82, "mnum2_al": 82, "understand": 82, "redund": 82, "structur": [82, 106], "b": 82, "r": [82, 94, 100], "c": 82, "linalg": 82, "norm": 82, "approx": [82, 83], "1e": 82, "cdc_anime_onnx": 83, "realli": 83, "As": [83, 94, 100], "1024x1024": 83, "2060": 83, "gpu": 83, "cost": 83, "cpu": [83, 88, 107, 108], "experi": 83, "hgsr": 83, "mhr": 83, "aug_x4_320": 83, "cute_waifu_aroma": 83, "pngimageplugin": 83, "pngimagefil": 83, "1168x1168": 83, "0x7f0e8ca06880": 83, "4672x4672": 83, "0x7f0e48edb640": 83, "cdc": [84, 106], "upscale_with_cdc": 84, "lru_cach": 85, "wrap": 85, "synchron": 85, "prevent": 85, "race": 85, "condit": 85, "maxsiz": 85, "expensive_funct": 85, "expens": 85, "lock": [85, 105], "safeti": [85, 102], "multithread": 85, "my_funct": 85, "introduc": 85, "acquisit": 85, "critic": 85, "mathemat": 86, "activ": 86, "deep": 86, "problem": [86, 94, 100], "input_valu": 86, "frac": 86, "26894142": 86, "73105858": 86, "ts_lru_cach": 87, "get_onnx_provid": 87, "open_onnx_model": 87, "cudaexecutionprovid": 88, "cpuexecutionprovid": 88, "ckpt": 88, "inferencesess": 88, "onnx_mod": 88, "decid": 88, "linux": [88, 107, 108], "execut": [88, 107, 108], "ignor": 88, "cuda": [88, 107, 108], "forc": 88, "anime_ai_check": 89, "mobilenetv3_sce_dist": [89, 100, 104], "mainli": 89, "caformer_s36_plus_sc": 89, "graph": 89, "9996960163116455": 89, "9999125003814697": 89, "997803270816803": 89, "9960069060325623": 89, "9887709021568298": 89, "9998629093170166": 89, "0013722758740186691": 89, "00020673229300882667": 89, "0001895089662866667": 89, "0008857478387653828": 89, "552320024231449e": 89, "001168627175502479": 89, "bangumi": [90, 91], "vision": 90, "imageri": 90, "bangumi_char_typ": 90, "definit": [90, 97], "video": 90, "secondari": 90, "often": 90, "lack": 90, "lead": 90, "under": [90, 109], "three": 90, "judg": 90, "anime_portrait": [90, 96], "mobilenetv3_v0_dist": [90, 99, 103, 104], "9998525381088257": 90, "00012103465269319713": 90, "6464786313008517e": 90, "906112609314732e": 90, "06": [90, 91, 93, 98, 99, 100, 101, 103], "9997243285179138": 90, "0002490800397936255": 90, "7215803381986916e": 90, "354368557978887e": 90, "9998849630355835": 90, "90006631379947e": 90, "3920385754317977e": 90, "2084233276254963e": 90, "9998877048492432": 90, "732793503440917e": 90, "4264976925915107e": 90, "0623419257171918e": 90, "07076334953308105": 90, "9290977716445923": 90, "0001044218079186976": 90, "4467317163944244e": 90, "2568268832401372e": 90, "9999498128890991": 90, "1810528778587468e": 90, "879474429093534e": 90, "260669109295122e": 90, "9999510049819946": 90, "2321036592766177e": 90, "025227553938748e": 90, "4251427273848094e": 90, "999957799911499": 90, "4273678718600422e": 90, "6884023302263813e": 90, "880981603288092e": 90, "0002326338435523212": 90, "9996368885040283": 90, "164971561403945e": 90, "00020793956355191767": 90, "13438372313976288": 90, "8652494549751282": 90, "000158855298650451": 90, "000238816806813702": 90, "3589179217815399": 90, "6406960487365723": 90, "0001471740542910993": 90, "002255884697660804": 90, "08208147436380386": 90, "9152728915214539": 90, "00038967153523117304": 90, "227699592884164e": 90, "0835404282261152e": 90, "1437502406770363e": 90, "9999284744262695": 90, "2125529792683665e": 90, "0218892384727951e": 90, "00011914174683624879": 90, "9998584985733032": 90, "2007669283775613e": 90, "6357082131435163e": 90, "3068713896209374e": 90, "9999185800552368": 90, "066640925273532e": 90, "529400813335087e": 90, "089402500540018e": 90, "9999388456344604": 90, "6406959295272827": 90, "not_paint": 91, "anime_classif": 91, "older": 91, "mobilenetv3_v1": [91, 101], "5_dist": 91, "3_dist": 91, "plot": [91, 94, 100, 104], "caformer_s36_v1": 91, "3_focal": 91, "8346158862113953": 91, "004201625939458609": 91, "0028638991061598063": 91, "15633030235767365": 91, "001988308737054467": 91, "9868855476379395": 91, "001178382197394967": 91, "00015886101755313575": 91, "0005986307514831424": 91, "011178601533174515": 91, "9933090209960938": 91, "0012440024875104427": 91, "00040085514774546027": 91, "004924307577311993": 91, "00012189441622467712": 91, "00031298911198973656": 91, "9968050718307495": 91, "182305903872475e": 91, "0027923565357923508": 91, "7805559259140864e": 91, "0004650334012694657": 91, "996709942817688": 91, "736721191671677e": 91, "0027629584074020386": 91, "4619508621981367e": 91, "0003803370927926153": 91, "998649537563324": 91, "190127922105603e": 91, "0008622839814051986": 91, "595230686594732e": 91, "0004573142796289176": 91, "00031435859273187816": 91, "8671838641166687": 91, "13199880719184875": 91, "563074617180973e": 91, "153919796110131e": 91, "290010737255216e": 91, "9727378487586975": 91, "027150526642799377": 91, "162296004826203e": 91, "4933258828241378e": 91, "0004275702522136271": 91, "995402455329895": 91, "002233930164948106": 91, "001911122351884842": 91, "1603819727897644": 91, "0007561995880678296": 91, "00017044576816260815": 91, "838487982749939": 91, "0002034590725088492": 91, "005001617129892111": 91, "000932251859921962": 91, "009352140128612518": 91, "9846979379653931": 91, "6018555470509455e": 91, "004064667969942093": 91, "464051254326478e": 91, "025772539898753166": 91, "9699516296386719": 91, "00011656546121230349": 91, "287263775244355e": 91, "370255853951676e": 91, "01098843663930893": 91, "0031668643932789564": 91, "9857884049415588": 91, "499273488065228e": 91, "8419872251106426e": 91, "0003471920208539814": 91, "029472889378666878": 91, "9700765609741211": 91, "0012387704337015748": 91, "001172148622572422": 91, "787473391043022e": 91, "003680602880194783": 91, "9938107132911682": 91, "8346157073974609": 91, "8671836853027344": 91, "8384883403778076": 91, "9846979975700378": 91, "9700766801834106": 91, "greyscal": 92, "jpeg_ful": [92, 105], "6125901": 92, "6125785": [92, 105], "6124220": 92, "rough": [93, 94, 100], "polish": 93, "mobilenetv3_v2": 93, "2_dist": [93, 101], "910087929805741e": 93, "1241951510310173": 93, "8757457137107849": 93, "00018937293498311192": 93, "030049214139580727": 93, "9697614312171936": 93, "008933082222938538": 93, "05096456781029701": 93, "9401022791862488": 93, "009832272306084633": 93, "9898634552955627": 93, "00030428936588577926": 93, "013919820077717304": 93, "9819902181625366": 93, "004089969675987959": 93, "04166747257113457": 93, "9582782983779907": 93, "4218515288084745e": 93, "8849249482154846": 93, "1149177998304367": 93, "0001573085755808279": 93, "9907882809638977": 93, "008958994410932064": 93, "0002527958422433585": 93, "9831690788269043": 93, "01682441122829914": 93, "613856385229155e": 93, "8757458329200745": 93, "8849248290061951": 93, "million": 94, "anime_r": [94, 96], "boundari": [94, 100], "challeng": [94, 100], "clean": [94, 100], "judgment": [94, 100], "intend": [94, 100], "quick": [94, 100, 106], "estim": [94, 100], "basi": [94, 100], "mobilenetv3_large_100_v0_ls0": 94, "caformer_s36_v0_ls0": 94, "7508869767189026": 94, "7034655809402466": 94, "728887677192688": 94, "7404400110244751": 94, "7446154952049255": 94, "7514738440513611": 94, "768704354763031": 94, "8219676613807678": 94, "7267540693283081": 94, "7645740509033203": 94, "7216582894325256": 94, "7615436315536499": 94, "815083920955658": 94, "8321858644485474": 94, "8204999566078186": 94, "820833146572113": 94, "chdir": 94, "doc": 94, "api_doc": 94, "7508870363235474": 94, "11212056130170822": 94, "06781744956970215": 94, "06917501986026764": 94, "7034654021263123": 94, "15903906524181366": 94, "06688199192285538": 94, "07061357796192169": 94, "7288877964019775": 94, "1476859599351883": 94, "060362350195646286": 94, "06306383013725281": 94, "7404399514198303": 94, "10337048768997192": 94, "08087948709726334": 94, "07530999928712845": 94, "055992450565099716": 94, "7446154356002808": 94, "13191790878772736": 94, "06747424602508545": 94, "06458679586648941": 94, "10566363483667374": 94, "07827574014663696": 94, "07079866528511047": 94, "7687042951583862": 94, "09974884241819382": 94, "06074819341301918": 94, "050435908138751984": 94, "8219675421714783": 94, "0593985915184021": 94, "06819795072078705": 94, "06569571048021317": 94, "1177448257803917": 94, "726753830909729": 94, "08980562537908554": 94, "06481882929801941": 94, "06922297924757004": 94, "10138414055109024": 94, "06351721286773682": 94, "07683827728033066": 94, "13798624277114868": 94, "05942752957344055": 94, "10584963858127594": 94, "7615437507629395": 94, "07317910343408585": 94, "060196295380592346": 94, "06751583516597748": 94, "0572039857506752": 94, "05398125201463699": 94, "06124086305499077": 94, "0525919646024704": 94, "8321859240531921": 94, "05922013148665428": 94, "06274889409542084": 94, "057530902326107025": 94, "8205001354217529": 94, "05683052912354469": 94, "06635929644107819": 94, "05597696080803871": 94, "8208332657814026": 94, "non_furri": 95, "mobilenetv3_v0": 95, "1_dist": 95, "9898804426193237": 95, "010119626298546791": 95, "9677742123603821": 95, "032225821167230606": 95, "959551215171814": 95, "040448784828186035": 95, "9535530209541321": 95, "04644693806767464": 95, "04358793422579765": 95, "9564120769500732": 95, "02767963521182537": 95, "9723203182220459": 95, "028900373727083206": 95, "9710996150970459": 95, "037573859095573425": 95, "9624261260032654": 95, "aicheck": [96, 106], "get_ai_created_scor": 96, "is_ai_cr": 96, "bangumi_char": [96, 106], "anime_bangumi_char_scor": 96, "anime_bangumi_char": 96, "anime_classify_scor": 96, "anime_classifi": 96, "is_greyscal": 96, "anime_completeness_scor": 96, "anime_complet": 96, "dbrate": [96, 106], "anime_dbrating_scor": 96, "anime_dbr": 96, "furri": [96, 106], "anime_furry_scor": 96, "anime_furri": 96, "get_monochrome_scor": 96, "is_monochrom": 96, "nsfw_pred_scor": 96, "nsfw_pred": 96, "portrait": [96, 106], "anime_portrait_scor": 96, "anime_rating_scor": 96, "anime_real_scor": 96, "safe_check_scor": 96, "safe_check": 96, "style_ag": [96, 106], "anime_style_age_scor": 96, "anime_style_ag": 96, "teen": [96, 106], "anime_teen_scor": 96, "anime_teen": 96, "is_truncated_fil": 96, "screen": 97, "row": 97, "bottom": 97, "grayscal": 97, "monochrome_detect": 97, "mobilenetv3_large_100_dist_safe2": 97, "mobilenetv3_dist": 97, "caformer_s36": 97, "mono": 97, "9614395499229431": 97, "9458909034729004": 97, "9559807777404785": 97, "9651952981948853": 97, "9379720687866211": 97, "8814834356307983": 97, "03941023349761963": 97, "07492382079362869": 97, "09546589106321335": 97, "016521310433745384": 97, "005693843588232994": 97, "0315730981528759": 97, "Not": 98, "five": 98, "hentai": 98, "neutral": 98, "porn": 98, "sexi": 98, "infinit": 98, "nsfwj": 98, "tfj": 98, "mobil": 98, "9970946311950684": 98, "00198739324696362": 98, "000894528697244823": 98, "4315058251668233e": 98, "099447197513655e": 98, "9282580614089966": 98, "061733175069093704": 98, "008979619480669498": 98, "0007789491210132837": 98, "0002501663693692535": 98, "7945129871368408": 98, "2044062316417694": 98, "0005603990866802633": 98, "0004847997915931046": 98, "564094367902726e": 98, "7977773547172546": 98, "01352313905954361": 98, "18791256844997406": 98, "0004888656549155712": 98, "00029804420773871243": 98, "04498734697699547": 98, "9509441256523132": 98, "4087972633424215e": 98, "003999904729425907": 98, "4542059185914695e": 98, "002892113756388426": 98, "982390284538269": 98, "02520776737947e": 98, "014633022248744965": 98, "858086610212922e": 98, "002532319398596883": 98, "9887337684631348": 98, "231979568838142e": 98, "008699454367160797": 98, "8187158022774383e": 98, "03564726561307907": 98, "954788088798523": 98, "343036850215867e": 98, "009289607405662537": 98, "00020158555707894266": 98, "006372362840920687": 98, "006019102409482002": 98, "9694945812225342": 98, "015214097686111927": 98, "002899901708588004": 98, "0004039364866912365": 98, "00012730166781693697": 98, "987038791179657": 98, "007135333959013224": 98, "005294707603752613": 98, "06964848190546036": 98, "0014777459437027574": 98, "9276643395423889": 98, "0003031621454283595": 98, "0009063396137207747": 98, "00028707628371194005": 98, "00010888021643040702": 98, "9992460012435913": 98, "00015473493840545416": 98, "0002033217460848391": 98, "563037691696081e": 98, "008058490231633186": 98, "00044566826545633376": 98, "937960684299469": 98, "05353058874607086": 98, "364063445587817e": 98, "00562260951846838": 98, "00012077406427124515": 98, "9897090792655945": 98, "004547217860817909": 98, "564737981942017e": 98, "016690678894519806": 98, "001258736359886825": 98, "9766013622283936": 98, "005440687295049429": 98, "4481674952548929e": 98, "01861923187971115": 98, "0008914825739338994": 98, "9674761295318604": 98, "012998746708035469": 98, "691116141155362e": 98, "0007601747056469321": 98, "0005019629606977105": 98, "039504989981651306": 98, "9591660499572754": 98, "0001652583305258304": 98, "0002614929690025747": 98, "020374108105897903": 98, "029394468292593956": 98, "9498046040534973": 98, "00016299057460855693": 98, "004782819654792547": 98, "002861740067601204": 98, "12280157208442688": 98, "8693908452987671": 98, "0001731760276015848": 98, "304211274255067e": 98, "03286275267601013": 98, "010648751631379128": 98, "9562522172927856": 98, "999900221824646": 99, "645313209854066e": 99, "3387104445428122e": 99, "9999704360961914": 99, "4465465685352683e": 99, "071506166132167e": 99, "9999785423278809": 99, "512719154561637e": 99, "292278612818336e": 99, "919455750496127e": 99, "9999444484710693": 99, "3647335082350764e": 99, "0555699191172607e": 99, "9999880790710449": 99, "3210242286731955e": 99, "7451418898417614e": 99, "9999822378158569": 99, "2084267331811134e": 99, "7460413321023225e": 99, "1532473820352607e": 99, "9999996423721313": 99, "0316136922483565e": 99, "840229633236049e": 99, "9999998807907104": [99, 100], "736660568800289e": 99, "199210472208506e": 99, "9999992847442627": 99, "r15": 100, "r18": 100, "sankaku": 100, "mobilenetv3_v1_pruned_ls0": 100, "caformer_s36_plu": [100, 104], "5863172936624323e": 100, "480062353375615e": 100, "9924363493919373": 100, "007255776319652796": 100, "0003077814180869609": 100, "996969997882843": 100, "0030054834205657244": 100, "4601260520284995e": 100, "9966891407966614": 100, "003293127752840519": 100, "770909148035571e": 100, "00025384966284036636": 100, "9996721744537354": 100, "399192691082135e": 100, "973351603141055e": 100, "9998563528060913": 100, "391309580067173e": 100, "0018681309884414077": 100, "9827859997749329": 100, "015345841646194458": 100, "013710384257137775": 100, "8339558839797974": 100, "15233369171619415": 100, "951323833462084e": 100, "00029566374723799527": 100, "9997004270553589": 100, "00018434497178532183": 100, "568440272123553e": 100, "9997699856758118": 100, "11225129129889e": 100, "051862899563275e": 100, "9999485015869141": 100, "902020231791539e": 100, "0005639699520543218": 100, "9994290471076965": 100, "anime_real_cl": 101, "4_dist": 101, "9999716281890869": 101, "8398366339388303e": 101, "9992202520370483": 101, "0007797438884153962": 101, "9999709129333496": 101, "905452492996119e": 101, "9999765157699585": 101, "3499671442550607e": 101, "9994087219238281": 101, "0005913018831051886": 101, "9999759197235107": 101, "4061362637439743e": 101, "9999052286148071": 101, "475799015490338e": 101, "403173675702419e": 101, "5848207794988411e": 101, "0010207017185166478": 101, "9989792704582214": 101, "2124368115328252e": 101, "9999977350234985": 101, "6512358342879452e": 101, "9999834299087524": 101, "359853614412714e": 101, "9999936819076538": 101, "600314317329321e": 101, "9999840259552002": 101, "5589323083986528e": 101, "9999843835830688": 101, "5513256585109048e": 101, "9999845027923584": 101, "pollut": 102, "shit": 102, "checker": 102, "mobilenet": 102, "v2": 102, "max_batch_s": 102, "1970": 103, "1980": 103, "1990": 103, "2000": 103, "2010": 103, "2015": 103, "2020": 103, "ag": 103, "9805465340614319": 103, "761269782553427e": 103, "0005044879508204758": 103, "01569165475666523": 103, "002850610064342618": 103, "00037849770160391927": 103, "9434612113400362e": 103, "053497342392802e": 103, "9992554783821106": 103, "0006490182713605464": 103, "8857468805654207e": 103, "317252262353577e": 103, "314484721769986e": 103, "0750001138148946e": 103, "706833609205205e": 103, "00034479793976061046": 103, "9995512366294861": 103, "391363472677767e": 103, "4607510820496827e": 103, "0679690351244062e": 103, "661913514311891e": 103, "757471131393686e": 103, "0744897230761126e": 103, "76177470368566e": 103, "9996387958526611": 103, "160279296338558e": 103, "00013228354509919882": 103, "1361367038916796e": 103, "464057489414699e": 103, "2412899599876255e": 103, "703883653040975e": 103, "127358498517424e": 103, "9973921775817871": 103, "0022309015039354563": 103, "00018872201326303184": 103, "780902943617548e": 103, "422096920578042e": 103, "638929097680375e": 103, "152203023797483e": 103, "00028818511054851115": 103, "9996094107627869": 103, "58777353237383e": 103, "9200742826797068e": 103, "00017117452807724476": 103, "518441947875544e": 103, "885544381570071e": 103, "4389253010449465e": 103, "1696006772108376e": 103, "9996393918991089": 103, "contenti": 104, "safe_teen": 104, "non_teen": 104, "caformer_s36_v0": 104, "9998493194580078": 104, "0378791052498855e": 104, "00012023092131130397": 104, "9790042638778687": 104, "0017522255657240748": 104, "01924353837966919": 104, "9998124241828918": 104, "19778298237361e": 104, "0001456339523429051": 104, "0008521362324245274": 104, "9989691972732544": 104, "00017870066221803427": 104, "0992944781901315e": 104, "9994398951530457": 104, "0004991036257706583": 104, "2035720727872103e": 104, "9994019269943237": 104, "0005460577667690814": 104, "0478151529678144e": 104, "524079147609882e": 104, "999934196472168": 104, "786742884898558e": 104, "653994154883549e": 104, "9998156428337097": 104, "0001218809193233028": 104, "00013706681784242392": 104, "9997410178184509": 104, "jpeg_trunc": 105, "2216614_truncat": 105, "imagefil": 105, "load_truncated_imag": 105, "ascii": 106, "metric": 106, "list_det_model": 106, "list_rec_model": 106, "sd": 106, "tag": 106, "platform": [107, 108], "shutil": [107, 108], "cpuinfo": [107, 108], "psutil": [107, 108], "hbutil": [107, 108], "size_to_bytes_str": [107, 108], "python_implement": [107, 108], "python_vers": [107, 108], "brand": [107, 108], "get_cpu_info": [107, 108], "brand_raw": [107, 108], "cpu_count": [107, 108], "freq": [107, 108], "cpu_freq": [107, 108], "mhz": [107, 108], "virtual_memori": [107, 108], "precis": [107, 108], "ye": [107, 108], "nvidia": [107, 108], "smi": [107, 108], "1021": [107, 108], "azur": [107, 108], "x86_64": [107, 108], "glibc2": [107, 108], "cpython": [107, 108], "amd": [107, 108], "epyc": [107, 108], "7763": [107, 108], "3225": 107, "3247499999998": 107, "615": [107, 108], "gib": [107, 108], "deploi": [107, 108], "action": [107, 108], "3286": 108, "532": 108, "imgutil": 109, "pypi": 109, "simpli": 109, "newest": 109, "git": 109, "script": 109, "__name__": 109, "__main__": 109, "narugo1992": 109, "still": 109, "out": 109, "io": 109, "html": 109, "faq": 110}, "objects": {"imgutils": [[1, 0, 0, "-", "ascii"], [2, 0, 0, "-", "config"], [9, 0, 0, "-", "data"], [19, 0, 0, "-", "detect"], [26, 0, 0, "-", "edge"], [32, 0, 0, "-", "generic"], [36, 0, 0, "-", "metadata"], [41, 0, 0, "-", "metrics"], [45, 0, 0, "-", "ocr"], [49, 0, 0, "-", "operate"], [53, 0, 0, "-", "pose"], [56, 0, 0, "-", "preprocess"], [61, 0, 0, "-", "resource"], [63, 0, 0, "-", "restore"], [66, 0, 0, "-", "sd"], [70, 0, 0, "-", "segment"], [77, 0, 0, "-", "tagging"], [84, 0, 0, "-", "upscale"], [87, 0, 0, "-", "utils"], [96, 0, 0, "-", "validate"]], "imgutils.ascii": [[0, 0, 0, "-", "drawing"]], "imgutils.ascii.drawing": [[0, 1, 1, "", "ascii_drawing"]], "imgutils.config": [[3, 0, 0, "-", "meta"]], "imgutils.config.meta": [[3, 2, 1, "", "__AUTHOR_EMAIL__"], [3, 2, 1, "", "__AUTHOR__"], [3, 2, 1, "", "__DESCRIPTION__"], [3, 2, 1, "", "__TITLE__"], [3, 2, 1, "", "__VERSION__"]], "imgutils.data": [[4, 0, 0, "-", "background"], [5, 0, 0, "-", "blob"], [6, 0, 0, "-", "decode"], [7, 0, 0, "-", "encode"], [8, 0, 0, "-", "image"], [10, 0, 0, "-", "layer"], [11, 0, 0, "-", "url"]], "imgutils.data.background": [[4, 1, 1, "", "grid_background"], [4, 1, 1, "", "grid_transparent"]], "imgutils.data.blob": [[5, 1, 1, "", "is_valid_image_blob_url"], [5, 1, 1, "", "load_image_from_blob_url"], [5, 1, 1, "", "to_blob_url"]], "imgutils.data.decode": [[6, 1, 1, "", "rgb_decode"]], "imgutils.data.encode": [[7, 1, 1, "", "rgb_encode"]], "imgutils.data.image": [[8, 1, 1, "", "has_alpha_channel"], [8, 1, 1, "", "load_image"], [8, 1, 1, "", "load_images"]], "imgutils.data.layer": [[10, 1, 1, "", "istack"]], "imgutils.data.url": [[11, 1, 1, "", "download_image_from_url"], [11, 1, 1, "", "is_http_url"]], "imgutils.detect": [[12, 0, 0, "-", "booru_yolo"], [13, 0, 0, "-", "censor"], [14, 0, 0, "-", "eye"], [15, 0, 0, "-", "face"], [16, 0, 0, "-", "halfbody"], [17, 0, 0, "-", "hand"], [18, 0, 0, "-", "head"], [20, 0, 0, "-", "nudenet"], [21, 0, 0, "-", "person"], [22, 0, 0, "-", "similarity"], [23, 0, 0, "-", "text"], [24, 0, 0, "-", "visual"]], "imgutils.detect.booru_yolo": [[12, 1, 1, "", "detect_with_booru_yolo"]], "imgutils.detect.censor": [[13, 1, 1, "", "detect_censors"]], "imgutils.detect.eye": [[14, 1, 1, "", "detect_eyes"]], "imgutils.detect.face": [[15, 1, 1, "", "detect_faces"]], "imgutils.detect.halfbody": [[16, 1, 1, "", "detect_halfbody"]], "imgutils.detect.hand": [[17, 1, 1, "", "detect_hands"]], "imgutils.detect.head": [[18, 1, 1, "", "detect_heads"]], "imgutils.detect.nudenet": [[20, 1, 1, "", "detect_with_nudenet"]], "imgutils.detect.person": [[21, 1, 1, "", "detect_person"]], "imgutils.detect.similarity": [[22, 1, 1, "", "bboxes_similarity"], [22, 1, 1, "", "calculate_iou"], [22, 1, 1, "", "detection_similarity"]], "imgutils.detect.text": [[23, 1, 1, "", "detect_text"]], "imgutils.detect.visual": [[24, 1, 1, "", "detection_visualize"]], "imgutils.edge": [[25, 0, 0, "-", "canny"], [27, 0, 0, "-", "lineart"], [28, 0, 0, "-", "lineart_anime"]], "imgutils.edge.canny": [[25, 1, 1, "", "edge_image_with_canny"], [25, 1, 1, "", "get_edge_by_canny"]], "imgutils.edge.lineart": [[27, 1, 1, "", "edge_image_with_lineart"], [27, 1, 1, "", "get_edge_by_lineart"]], "imgutils.edge.lineart_anime": [[28, 1, 1, "", "edge_image_with_lineart_anime"], [28, 1, 1, "", "get_edge_by_lineart_anime"]], "imgutils.generic": [[29, 0, 0, "-", "classify"], [30, 0, 0, "-", "clip"], [31, 0, 0, "-", "enhance"], [33, 0, 0, "-", "siglip"], [34, 0, 0, "-", "yolo"]], "imgutils.generic.classify": [[29, 3, 1, "", "ClassifyModel"], [29, 1, 1, "", "classify_predict"], [29, 1, 1, "", "classify_predict_fmt"], [29, 1, 1, "", "classify_predict_score"]], "imgutils.generic.classify.ClassifyModel": [[29, 4, 1, "", "__init__"], [29, 4, 1, "", "clear"], [29, 4, 1, "", "launch_demo"], [29, 4, 1, "", "make_ui"], [29, 4, 1, "", "predict"], [29, 4, 1, "", "predict_fmt"], [29, 4, 1, "", "predict_score"]], "imgutils.generic.clip": [[30, 3, 1, "", "CLIPModel"], [30, 1, 1, "", "clip_image_encode"], [30, 1, 1, "", "clip_predict"], [30, 1, 1, "", "clip_text_encode"]], "imgutils.generic.clip.CLIPModel": [[30, 4, 1, "", "__init__"], [30, 4, 1, "", "clear"], [30, 4, 1, "", "image_encode"], [30, 4, 1, "", "launch_demo"], [30, 4, 1, "", "make_ui"], [30, 4, 1, "", "predict"], [30, 4, 1, "", "text_encode"]], "imgutils.generic.enhance": [[31, 3, 1, "", "ImageEnhancer"]], "imgutils.generic.enhance.ImageEnhancer": [[31, 4, 1, "", "__init__"], [31, 4, 1, "", "process"]], "imgutils.generic.siglip": [[33, 3, 1, "", "SigLIPModel"], [33, 1, 1, "", "siglip_image_encode"], [33, 1, 1, "", "siglip_predict"], [33, 1, 1, "", "siglip_text_encode"]], "imgutils.generic.siglip.SigLIPModel": [[33, 4, 1, "", "__init__"], [33, 4, 1, "", "clear"], [33, 4, 1, "", "image_encode"], [33, 4, 1, "", "launch_demo"], [33, 4, 1, "", "make_ui"], [33, 4, 1, "", "predict"], [33, 4, 1, "", "text_encode"]], "imgutils.generic.yolo": [[34, 3, 1, "", "YOLOModel"], [34, 1, 1, "", "yolo_predict"]], "imgutils.generic.yolo.YOLOModel": [[34, 4, 1, "", "__init__"], [34, 4, 1, "", "clear"], [34, 4, 1, "", "launch_demo"], [34, 4, 1, "", "make_ui"], [34, 4, 1, "", "predict"]], "imgutils.metadata": [[35, 0, 0, "-", "geninfo"], [37, 0, 0, "-", "lsb"]], "imgutils.metadata.geninfo": [[35, 1, 1, "", "read_geninfo_exif"], [35, 1, 1, "", "read_geninfo_gif"], [35, 1, 1, "", "read_geninfo_parameters"], [35, 1, 1, "", "write_geninfo_exif"], [35, 1, 1, "", "write_geninfo_gif"], [35, 1, 1, "", "write_geninfo_parameters"]], "imgutils.metadata.lsb": [[37, 3, 1, "", "ImageLsbDataExtractor"], [37, 3, 1, "", "LSBExtractor"], [37, 3, 1, "", "LSBReadError"], [37, 1, 1, "", "inject_data"], [37, 1, 1, "", "read_lsb_metadata"], [37, 1, 1, "", "read_lsb_raw_bytes"], [37, 1, 1, "", "serialize_json"], [37, 1, 1, "", "serialize_pnginfo"], [37, 1, 1, "", "write_lsb_metadata"], [37, 1, 1, "", "write_lsb_raw_bytes"]], "imgutils.metadata.lsb.ImageLsbDataExtractor": [[37, 4, 1, "", "__init__"], [37, 4, 1, "", "extract_data"]], "imgutils.metadata.lsb.LSBExtractor": [[37, 4, 1, "", "__init__"], [37, 4, 1, "", "get_next_n_bytes"], [37, 4, 1, "", "get_one_byte"], [37, 4, 1, "", "read_32bit_integer"]], "imgutils.metrics": [[38, 0, 0, "-", "aesthetic"], [39, 0, 0, "-", "ccip"], [40, 0, 0, "-", "dbaesthetic"], [42, 0, 0, "-", "laplacian"], [43, 0, 0, "-", "lpips"], [44, 0, 0, "-", "psnr_"]], "imgutils.metrics.aesthetic": [[38, 1, 1, "", "get_aesthetic_score"]], "imgutils.metrics.ccip": [[39, 1, 1, "", "ccip_batch_differences"], [39, 1, 1, "", "ccip_batch_extract_features"], [39, 1, 1, "", "ccip_batch_same"], [39, 1, 1, "", "ccip_clustering"], [39, 1, 1, "", "ccip_default_clustering_params"], [39, 1, 1, "", "ccip_default_threshold"], [39, 1, 1, "", "ccip_difference"], [39, 1, 1, "", "ccip_extract_feature"], [39, 1, 1, "", "ccip_merge"], [39, 1, 1, "", "ccip_same"]], "imgutils.metrics.dbaesthetic": [[40, 1, 1, "", "anime_dbaesthetic"]], "imgutils.metrics.laplacian": [[42, 1, 1, "", "laplacian_score"]], "imgutils.metrics.lpips": [[43, 1, 1, "", "lpips_clustering"], [43, 1, 1, "", "lpips_difference"], [43, 1, 1, "", "lpips_extract_feature"]], "imgutils.metrics.psnr_": [[44, 1, 1, "", "psnr"]], "imgutils.ocr": [[45, 1, 1, "", "detect_text_with_ocr"], [45, 1, 1, "", "list_det_models"], [45, 1, 1, "", "list_rec_models"], [45, 1, 1, "", "ocr"]], "imgutils.operate": [[46, 0, 0, "-", "align"], [47, 0, 0, "-", "censor_"], [48, 0, 0, "-", "imgcensor"], [50, 0, 0, "-", "squeeze"]], "imgutils.operate.align": [[46, 1, 1, "", "align_maxsize"]], "imgutils.operate.censor_": [[47, 3, 1, "", "BaseCensor"], [47, 3, 1, "", "BlurCensor"], [47, 3, 1, "", "ColorCensor"], [47, 3, 1, "", "PixelateCensor"], [47, 1, 1, "", "censor_areas"], [47, 1, 1, "", "censor_nsfw"], [47, 1, 1, "", "register_censor_method"]], "imgutils.operate.censor_.BaseCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.BlurCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.ColorCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.PixelateCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor": [[48, 3, 1, "", "EmojiBasedCensor"], [48, 3, 1, "", "ImageBasedCensor"], [48, 3, 1, "", "SingleImage"]], "imgutils.operate.imgcensor.EmojiBasedCensor": [[48, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor.ImageBasedCensor": [[48, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor.SingleImage": [[48, 4, 1, "", "__init__"], [48, 4, 1, "", "find_for_area"], [48, 5, 1, "", "height"], [48, 5, 1, "", "width"]], "imgutils.operate.squeeze": [[50, 1, 1, "", "squeeze"], [50, 1, 1, "", "squeeze_with_transparency"]], "imgutils.pose": [[51, 0, 0, "-", "dwpose"], [52, 0, 0, "-", "format"], [54, 0, 0, "-", "visual"]], "imgutils.pose.dwpose": [[51, 1, 1, "", "dwpose_estimate"]], "imgutils.pose.format": [[52, 3, 1, "", "OP18KeyPointSet"], [52, 2, 1, "", "OP18_BODY_MAX"], [52, 2, 1, "", "OP18_BODY_MIN"], [52, 2, 1, "", "OP18_FACE_MAX"], [52, 2, 1, "", "OP18_FACE_MIN"], [52, 2, 1, "", "OP18_LEFT_FOOT_MAX"], [52, 2, 1, "", "OP18_LEFT_FOOT_MIN"], [52, 2, 1, "", "OP18_LEFT_HAND_MAX"], [52, 2, 1, "", "OP18_LEFT_HAND_MIN"], [52, 2, 1, "", "OP18_RIGHT_FOOT_MAX"], [52, 2, 1, "", "OP18_RIGHT_FOOT_MIN"], [52, 2, 1, "", "OP18_RIGHT_HAND_MAX"], [52, 2, 1, "", "OP18_RIGHT_HAND_MIN"], [52, 6, 1, "", "OpenPose18"]], "imgutils.pose.format.OP18KeyPointSet": [[52, 4, 1, "", "__init__"], [52, 4, 1, "", "__mul__"], [52, 4, 1, "", "__truediv__"], [52, 5, 1, "", "body"], [52, 5, 1, "", "face"], [52, 5, 1, "", "left_foot"], [52, 5, 1, "", "left_hand"], [52, 5, 1, "", "right_foot"], [52, 5, 1, "", "right_hand"]], "imgutils.pose.format.OpenPose18": [[52, 7, 1, "", "LEFT_ANKLE"], [52, 7, 1, "", "LEFT_BIG_TOE"], [52, 7, 1, "", "LEFT_EAR"], [52, 7, 1, "", "LEFT_ELBOW"], [52, 7, 1, "", "LEFT_EYE"], [52, 7, 1, "", "LEFT_HEEL"], [52, 7, 1, "", "LEFT_HIP"], [52, 7, 1, "", "LEFT_KNEE"], [52, 7, 1, "", "LEFT_SHOULDER"], [52, 7, 1, "", "LEFT_SMALL_TOE"], [52, 7, 1, "", "LEFT_WRIST"], [52, 7, 1, "", "NECK"], [52, 7, 1, "", "NOSE"], [52, 7, 1, "", "RIGHT_ANKLE"], [52, 7, 1, "", "RIGHT_BIG_TOE"], [52, 7, 1, "", "RIGHT_EAR"], [52, 7, 1, "", "RIGHT_ELBOW"], [52, 7, 1, "", "RIGHT_EYE"], [52, 7, 1, "", "RIGHT_HEEL"], [52, 7, 1, "", "RIGHT_HIP"], [52, 7, 1, "", "RIGHT_KNEE"], [52, 7, 1, "", "RIGHT_SHOULDER"], [52, 7, 1, "", "RIGHT_SMALL_TOE"], [52, 7, 1, "", "RIGHT_WRIST"]], "imgutils.pose.visual": [[54, 1, 1, "", "op18_visualize"]], "imgutils.preprocess": [[55, 0, 0, "-", "base"], [57, 0, 0, "-", "pillow"], [58, 0, 0, "-", "torchvision"], [59, 0, 0, "-", "transformers"]], "imgutils.preprocess.base": [[55, 3, 1, "", "NotParseTarget"]], "imgutils.preprocess.pillow": [[57, 1, 1, "", "create_pillow_transforms"], [57, 1, 1, "", "parse_pillow_transforms"], [57, 1, 1, "", "register_pillow_parse"], [57, 1, 1, "", "register_pillow_transform"]], "imgutils.preprocess.torchvision": [[58, 1, 1, "", "create_torchvision_transforms"], [58, 1, 1, "", "parse_torchvision_transforms"], [58, 1, 1, "", "register_torchvision_parse"], [58, 1, 1, "", "register_torchvision_transform"]], "imgutils.preprocess.transformers": [[59, 3, 1, "", "NotProcessorTypeError"], [59, 1, 1, "", "convert_to_size_dict"], [59, 1, 1, "", "create_bit_transforms"], [59, 1, 1, "", "create_blip_transforms"], [59, 1, 1, "", "create_clip_transforms"], [59, 1, 1, "", "create_convnext_transforms"], [59, 1, 1, "", "create_mobilenetv2_transforms"], [59, 1, 1, "", "create_siglip_transforms"], [59, 1, 1, "", "create_transforms_from_bit_processor"], [59, 1, 1, "", "create_transforms_from_blip_processor"], [59, 1, 1, "", "create_transforms_from_clip_processor"], [59, 1, 1, "", "create_transforms_from_convnext_processor"], [59, 1, 1, "", "create_transforms_from_mobilenetv2_processor"], [59, 1, 1, "", "create_transforms_from_siglip_processor"], [59, 1, 1, "", "create_transforms_from_transformers"], [59, 1, 1, "", "create_transforms_from_vit_processor"], [59, 1, 1, "", "create_vit_transforms"], [59, 1, 1, "", "get_size_dict"], [59, 1, 1, "", "is_valid_size_dict"], [59, 1, 1, "", "register_creators_for_transformers"]], "imgutils.resource": [[60, 0, 0, "-", "background"]], "imgutils.resource.background": [[60, 3, 1, "", "BackgroundImageSet"], [60, 1, 1, "", "get_bg_image"], [60, 1, 1, "", "get_bg_image_file"], [60, 1, 1, "", "list_bg_image_files"], [60, 1, 1, "", "random_bg_image"], [60, 1, 1, "", "random_bg_image_file"]], "imgutils.resource.background.BackgroundImageSet": [[60, 4, 1, "", "__init__"], [60, 4, 1, "", "get_image"], [60, 4, 1, "", "get_image_file"], [60, 4, 1, "", "list_image_files"], [60, 4, 1, "", "random_image"], [60, 4, 1, "", "random_image_file"]], "imgutils.restore": [[62, 0, 0, "-", "adversarial"], [64, 0, 0, "-", "nafnet"], [65, 0, 0, "-", "scunet"]], "imgutils.restore.adversarial": [[62, 1, 1, "", "remove_adversarial_noise"]], "imgutils.restore.nafnet": [[64, 1, 1, "", "restore_with_nafnet"]], "imgutils.restore.scunet": [[65, 1, 1, "", "restore_with_scunet"]], "imgutils.sd": [[67, 0, 0, "-", "metadata"], [68, 0, 0, "-", "model"], [69, 0, 0, "-", "nai"]], "imgutils.sd.metadata": [[67, 3, 1, "", "SDMetaData"], [67, 1, 1, "", "get_sdmeta_from_image"], [67, 1, 1, "", "parse_sdmeta_from_text"], [67, 1, 1, "", "save_image_with_sdmeta"]], "imgutils.sd.metadata.SDMetaData": [[67, 4, 1, "", "__str__"], [67, 5, 1, "", "pnginfo"], [67, 5, 1, "", "text"]], "imgutils.sd.model": [[68, 1, 1, "", "read_metadata"], [68, 1, 1, "", "save_with_metadata"]], "imgutils.sd.nai": [[69, 3, 1, "", "NAIMetaData"], [69, 3, 1, "", "NAIMetadata"], [69, 1, 1, "", "add_naimeta_to_image"], [69, 1, 1, "", "get_naimeta_from_image"], [69, 1, 1, "", "save_image_with_naimeta"]], "imgutils.sd.nai.NAIMetaData": [[69, 4, 1, "", "__init__"], [69, 5, 1, "", "pnginfo"]], "imgutils.segment": [[71, 0, 0, "-", "isnetis"]], "imgutils.segment.isnetis": [[71, 1, 1, "", "get_isnetis_mask"], [71, 1, 1, "", "segment_rgba_with_isnetis"], [71, 1, 1, "", "segment_with_isnetis"]], "imgutils.tagging": [[72, 0, 0, "-", "blacklist"], [73, 0, 0, "-", "character"], [74, 0, 0, "-", "deepdanbooru"], [75, 0, 0, "-", "deepgelbooru"], [76, 0, 0, "-", "format"], [78, 0, 0, "-", "match"], [79, 0, 0, "-", "mldanbooru"], [80, 0, 0, "-", "order"], [81, 0, 0, "-", "overlap"], [82, 0, 0, "-", "wd14"]], "imgutils.tagging.blacklist": [[72, 1, 1, "", "drop_blacklisted_tags"], [72, 1, 1, "", "is_blacklisted"]], "imgutils.tagging.character": [[73, 2, 1, "", "CHAR_PREFIXES"], [73, 2, 1, "", "CHAR_SUFFIXES"], [73, 2, 1, "", "CHAR_WHITELIST_PREFIX"], [73, 2, 1, "", "CHAR_WHITELIST_SUFFIX"], [73, 2, 1, "", "CHAR_WHITELIST_WORD"], [73, 3, 1, "", "CharacterTagPool"], [73, 1, 1, "", "drop_basic_character_tags"], [73, 1, 1, "", "is_basic_character_tag"]], "imgutils.tagging.character.CharacterTagPool": [[73, 4, 1, "", "__init__"], [73, 4, 1, "", "drop_basic_character_tags"], [73, 4, 1, "", "is_basic_character_tag"]], "imgutils.tagging.deepdanbooru": [[74, 1, 1, "", "get_deepdanbooru_tags"]], "imgutils.tagging.deepgelbooru": [[75, 1, 1, "", "get_deepgelbooru_tags"]], "imgutils.tagging.format": [[76, 1, 1, "", "add_underline"], [76, 1, 1, "", "remove_underline"], [76, 1, 1, "", "tags_to_text"]], "imgutils.tagging.match": [[78, 1, 1, "", "tag_match_full"], [78, 1, 1, "", "tag_match_prefix"], [78, 1, 1, "", "tag_match_suffix"]], "imgutils.tagging.mldanbooru": [[79, 1, 1, "", "get_mldanbooru_tags"]], "imgutils.tagging.order": [[80, 1, 1, "", "sort_tags"]], "imgutils.tagging.overlap": [[81, 1, 1, "", "drop_overlap_tags"]], "imgutils.tagging.wd14": [[82, 1, 1, "", "convert_wd14_emb_to_prediction"], [82, 1, 1, "", "denormalize_wd14_emb"], [82, 1, 1, "", "get_wd14_tags"]], "imgutils.upscale": [[83, 0, 0, "-", "cdc"]], "imgutils.upscale.cdc": [[83, 1, 1, "", "upscale_with_cdc"]], "imgutils.utils": [[85, 0, 0, "-", "cache"], [86, 0, 0, "-", "func"], [88, 0, 0, "-", "onnxruntime"]], "imgutils.utils.cache": [[85, 1, 1, "", "ts_lru_cache"]], "imgutils.utils.func": [[86, 1, 1, "", "sigmoid"]], "imgutils.utils.onnxruntime": [[88, 1, 1, "", "get_onnx_provider"], [88, 1, 1, "", "open_onnx_model"]], "imgutils.validate": [[89, 0, 0, "-", "aicheck"], [90, 0, 0, "-", "bangumi_char"], [91, 0, 0, "-", "classify"], [92, 0, 0, "-", "color"], [93, 0, 0, "-", "completeness"], [94, 0, 0, "-", "dbrating"], [95, 0, 0, "-", "furry"], [97, 0, 0, "-", "monochrome"], [98, 0, 0, "-", "nsfw"], [99, 0, 0, "-", "portrait"], [100, 0, 0, "-", "rating"], [101, 0, 0, "-", "real"], [102, 0, 0, "-", "safe"], [103, 0, 0, "-", "style_age"], [104, 0, 0, "-", "teen"], [105, 0, 0, "-", "truncate"]], "imgutils.validate.aicheck": [[89, 1, 1, "", "get_ai_created_score"], [89, 1, 1, "", "is_ai_created"]], "imgutils.validate.bangumi_char": [[90, 1, 1, "", "anime_bangumi_char"], [90, 1, 1, "", "anime_bangumi_char_score"]], "imgutils.validate.classify": [[91, 1, 1, "", "anime_classify"], [91, 1, 1, "", "anime_classify_score"]], "imgutils.validate.color": [[92, 1, 1, "", "is_greyscale"]], "imgutils.validate.completeness": [[93, 1, 1, "", "anime_completeness"], [93, 1, 1, "", "anime_completeness_score"]], "imgutils.validate.dbrating": [[94, 1, 1, "", "anime_dbrating"], [94, 1, 1, "", "anime_dbrating_score"]], "imgutils.validate.furry": [[95, 1, 1, "", "anime_furry"], [95, 1, 1, "", "anime_furry_score"]], "imgutils.validate.monochrome": [[97, 1, 1, "", "get_monochrome_score"], [97, 1, 1, "", "is_monochrome"]], "imgutils.validate.nsfw": [[98, 1, 1, "", "nsfw_pred"], [98, 1, 1, "", "nsfw_pred_score"]], "imgutils.validate.portrait": [[99, 1, 1, "", "anime_portrait"], [99, 1, 1, "", "anime_portrait_score"]], "imgutils.validate.rating": [[100, 1, 1, "", "anime_rating"], [100, 1, 1, "", "anime_rating_score"]], "imgutils.validate.real": [[101, 1, 1, "", "anime_real"], [101, 1, 1, "", "anime_real_score"]], "imgutils.validate.safe": [[102, 1, 1, "", "safe_check"], [102, 1, 1, "", "safe_check_score"]], "imgutils.validate.style_age": [[103, 1, 1, "", "anime_style_age"], [103, 1, 1, "", "anime_style_age_score"]], "imgutils.validate.teen": [[104, 1, 1, "", "anime_teen"], [104, 1, 1, "", "anime_teen_score"]], "imgutils.validate.truncate": [[105, 1, 1, "", "is_truncated_file"]]}, "objtypes": {"0": "py:module", "1": "py:function", "2": "py:data", "3": "py:class", "4": "py:method", "5": "py:property", "6": "py:enum", "7": "py:attribute"}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "function", "Python function"], "2": ["py", "data", "Python data"], "3": ["py", "class", "Python class"], "4": ["py", "method", "Python method"], "5": ["py", "property", "Python property"], "6": ["py", "enum", "Python enum"], "7": ["py", "attribute", "Python attribute"]}, "titleterms": {"imgutil": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106], "ascii": [0, 1], "draw": 0, "ascii_draw": 0, "config": [2, 3], "meta": 3, "__title__": 3, "__version__": 3, "__description__": 3, "__author__": 3, "__author_email__": 3, "data": [4, 5, 6, 7, 8, 9, 10, 11], "background": [4, 60], "grid_background": 4, "grid_transpar": 4, "blob": 5, "to_blob_url": 5, "load_image_from_blob_url": 5, "is_valid_image_blob_url": 5, "decod": 6, "rgb_decod": 6, "encod": 7, "rgb_encod": 7, "imag": 8, "load_imag": 8, "has_alpha_channel": 8, "layer": 10, "istack": 10, "url": 11, "download_image_from_url": 11, "is_http_url": 11, "detect": [12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24], "booru_yolo": 12, "model": [12, 68], "label": 12, "descript": 12, "avail": 12, "pp": 12, "seri": 12, "AS": 12, "aa": 12, "detect_with_booru_yolo": 12, "censor": 13, "detect_censor": 13, "ey": 14, "detect_ey": 14, "face": 15, "detect_fac": 15, "halfbodi": 16, "detect_halfbodi": 16, "hand": 17, "detect_hand": 17, "head": 18, "detect_head": 18, "nudenet": 20, "detect_with_nudenet": 20, "person": 21, "detect_person": 21, "similar": 22, "calculate_i": 22, "bboxes_similar": 22, "detection_similar": 22, "text": 23, "detect_text": 23, "visual": [24, 54], "detection_visu": 24, "edg": [25, 26, 27, 28], "canni": 25, "get_edge_by_canni": 25, "edge_image_with_canni": 25, "lineart": 27, "get_edge_by_lineart": 27, "edge_image_with_lineart": 27, "lineart_anim": 28, "get_edge_by_lineart_anim": 28, "edge_image_with_lineart_anim": 28, "gener": [29, 30, 31, 32, 33, 34], "classifi": [29, 91], "classifymodel": 29, "classify_predict_scor": 29, "classify_predict": 29, "classify_predict_fmt": 29, "clip": 30, "clipmodel": 30, "clip_image_encod": 30, "clip_text_encod": 30, "clip_predict": 30, "enhanc": 31, "imageenhanc": 31, "siglip": 33, "siglipmodel": 33, "siglip_image_encod": 33, "siglip_text_encod": 33, "siglip_predict": 33, "yolo": 34, "yolomodel": 34, "yolo_predict": 34, "metadata": [35, 36, 37, 67], "geninfo": 35, "read_geninfo_paramet": 35, "read_geninfo_exif": 35, "read_geninfo_gif": 35, "write_geninfo_paramet": 35, "write_geninfo_exif": 35, "write_geninfo_gif": 35, "lsb": 37, "read_lsb_raw_byt": 37, "read_lsb_metadata": 37, "write_lsb_raw_byt": 37, "write_lsb_metadata": 37, "lsbreaderror": 37, "lsbextractor": 37, "imagelsbdataextractor": 37, "serialize_pnginfo": 37, "serialize_json": 37, "inject_data": 37, "metric": [38, 39, 40, 41, 42, 43, 44], "aesthet": 38, "get_aesthetic_scor": 38, "ccip": 39, "ccip_extract_featur": 39, "ccip_batch_extract_featur": 39, "ccip_default_threshold": 39, "ccip_differ": 39, "ccip_sam": 39, "ccip_batch_differ": 39, "ccip_batch_sam": 39, "ccip_default_clustering_param": 39, "ccip_clust": 39, "ccip_merg": 39, "dbaesthet": 40, "anime_dbaesthet": 40, "laplacian": 42, "laplacian_scor": 42, "lpip": 43, "lpips_extract_featur": 43, "lpips_differ": 43, "lpips_clust": 43, "psnr_": 44, "psnr": 44, "ocr": 45, "detect_text_with_ocr": 45, "list_det_model": 45, "list_rec_model": 45, "oper": [46, 47, 48, 49, 50], "align": 46, "align_maxs": 46, "censor_": 47, "censor_area": 47, "censor_nsfw": 47, "basecensor": 47, "colorcensor": 47, "blurcensor": 47, "pixelatecensor": 47, "register_censor_method": 47, "imgcensor": 48, "imagebasedcensor": 48, "emojibasedcensor": 48, "singleimag": 48, "squeez": 50, "squeeze_with_transpar": 50, "pose": [51, 52, 53, 54], "dwpose": 51, "dwpose_estim": 51, "format": [52, 76], "op18keypointset": 52, "openpose18": 52, "op18_body_max": 52, "op18_body_min": 52, "op18_face_max": 52, "op18_face_min": 52, "op18_left_foot_max": 52, "op18_left_foot_min": 52, "op18_left_hand_max": 52, "op18_left_hand_min": 52, "op18_right_foot_max": 52, "op18_right_foot_min": 52, "op18_right_hand_max": 52, "op18_right_hand_min": 52, "op18_visu": 54, "preprocess": [55, 56, 57, 58, 59], "base": 55, "notparsetarget": 55, "pillow": 57, "register_pillow_transform": 57, "register_pillow_pars": 57, "create_pillow_transform": 57, "parse_pillow_transform": 57, "torchvis": 58, "register_torchvision_transform": 58, "register_torchvision_pars": 58, "create_torchvision_transform": 58, "parse_torchvision_transform": 58, "transform": 59, "register_creators_for_transform": 59, "notprocessortypeerror": 59, "create_transforms_from_transform": 59, "is_valid_size_dict": 59, "convert_to_size_dict": 59, "get_size_dict": 59, "create_clip_transform": 59, "create_transforms_from_clip_processor": 59, "create_convnext_transform": 59, "create_transforms_from_convnext_processor": 59, "create_vit_transform": 59, "create_transforms_from_vit_processor": 59, "create_siglip_transform": 59, "create_transforms_from_siglip_processor": 59, "create_bit_transform": 59, "create_transforms_from_bit_processor": 59, "create_blip_transform": 59, "create_transforms_from_blip_processor": 59, "create_mobilenetv2_transform": 59, "create_transforms_from_mobilenetv2_processor": 59, "resourc": [60, 61], "backgroundimageset": 60, "list_bg_image_fil": 60, "get_bg_image_fil": 60, "get_bg_imag": 60, "random_bg_image_fil": 60, "random_bg_imag": 60, "restor": [62, 63, 64, 65], "adversari": 62, "remove_adversarial_nois": 62, "nafnet": 64, "restore_with_nafnet": 64, "scunet": 65, "restore_with_scunet": 65, "sd": [66, 67, 68, 69], "sdmetadata": 67, "parse_sdmeta_from_text": 67, "get_sdmeta_from_imag": 67, "save_image_with_sdmeta": 67, "read_metadata": 68, "save_with_metadata": 68, "nai": 69, "naimetadata": 69, "get_naimeta_from_imag": 69, "add_naimeta_to_imag": 69, "save_image_with_naimeta": 69, "segment": [70, 71], "isneti": 71, "get_isnetis_mask": 71, "segment_with_isneti": 71, "segment_rgba_with_isneti": 71, "tag": [72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82], "blacklist": 72, "is_blacklist": 72, "drop_blacklisted_tag": 72, "charact": 73, "char_whitelist_suffix": 73, "char_whitelist_prefix": 73, "char_whitelist_word": 73, "char_suffix": 73, "char_prefix": 73, "charactertagpool": 73, "is_basic_character_tag": 73, "drop_basic_character_tag": 73, "deepdanbooru": 74, "get_deepdanbooru_tag": 74, "deepgelbooru": 75, "get_deepgelbooru_tag": 75, "add_underlin": 76, "remove_underlin": 76, "tags_to_text": 76, "match": 78, "tag_match_suffix": 78, "tag_match_prefix": 78, "tag_match_ful": 78, "mldanbooru": 79, "get_mldanbooru_tag": 79, "order": 80, "sort_tag": 80, "overlap": 81, "drop_overlap_tag": 81, "wd14": 82, "get_wd14_tag": 82, "convert_wd14_emb_to_predict": 82, "denormalize_wd14_emb": 82, "upscal": [83, 84], "cdc": 83, "upscale_with_cdc": 83, "util": [85, 86, 87, 88], "cach": 85, "ts_lru_cach": 85, "func": 86, "sigmoid": 86, "onnxruntim": 88, "get_onnx_provid": 88, "open_onnx_model": 88, "valid": [89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105], "aicheck": 89, "get_ai_created_scor": 89, "is_ai_cr": 89, "bangumi_char": 90, "anime_bangumi_char_scor": 90, "anime_bangumi_char": 90, "anime_classify_scor": 91, "anime_classifi": 91, "color": 92, "is_greyscal": 92, "complet": 93, "anime_completeness_scor": 93, "anime_complet": 93, "dbrate": 94, "anime_dbrating_scor": 94, "anime_dbr": 94, "furri": 95, "anime_furry_scor": 95, "anime_furri": 95, "monochrom": 97, "get_monochrome_scor": 97, "is_monochrom": 97, "nsfw": 98, "nsfw_pred_scor": 98, "nsfw_pred": 98, "portrait": 99, "anime_portrait_scor": 99, "anime_portrait": 99, "rate": 100, "anime_rating_scor": 100, "anime_r": [100, 101], "real": 101, "anime_real_scor": 101, "safe": 102, "safe_check_scor": 102, "safe_check": 102, "style_ag": 103, "anime_style_age_scor": 103, "anime_style_ag": 103, "teen": 104, "anime_teen_scor": 104, "anime_teen": 104, "truncat": 105, "is_truncated_fil": 105, "welcom": 106, "": 106, "document": 106, "overview": 106, "tutori": 106, "inform": [106, 107, 108], "api": 106, "run": [107, 108], "environ": [107, 108], "instal": 109, "quick": 110, "start": 110}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.viewcode": 1, "sphinx.ext.todo": 2, "nbsphinx": 4, "sphinx": 58}, "alltitles": {"imgutils.ascii.drawing": [[0, "module-imgutils.ascii.drawing"]], "ascii_drawing": [[0, "ascii-drawing"]], "imgutils.ascii": [[1, "module-imgutils.ascii"]], "imgutils.config": [[2, "module-imgutils.config"]], "imgutils.config.meta": [[3, "module-imgutils.config.meta"]], "__TITLE__": [[3, "title"]], "__VERSION__": [[3, "version"]], "__DESCRIPTION__": [[3, "description"]], "__AUTHOR__": [[3, "author"]], "__AUTHOR_EMAIL__": [[3, "author-email"]], "imgutils.data.background": [[4, "module-imgutils.data.background"]], "grid_background": [[4, "grid-background"]], "grid_transparent": [[4, "grid-transparent"]], "imgutils.data.blob": [[5, "module-imgutils.data.blob"]], "to_blob_url": [[5, "to-blob-url"]], "load_image_from_blob_url": [[5, "load-image-from-blob-url"]], "is_valid_image_blob_url": [[5, "is-valid-image-blob-url"]], "imgutils.data.decode": [[6, "module-imgutils.data.decode"]], "rgb_decode": [[6, "rgb-decode"]], "imgutils.data.encode": [[7, "module-imgutils.data.encode"]], "rgb_encode": [[7, "rgb-encode"]], "imgutils.data.image": [[8, "module-imgutils.data.image"]], "load_image": [[8, "load-image"]], "load_images": [[8, "load-images"]], "has_alpha_channel": [[8, "has-alpha-channel"]], "imgutils.data": [[9, "module-imgutils.data"]], "imgutils.data.layer": [[10, "module-imgutils.data.layer"]], "istack": [[10, "istack"]], "imgutils.data.url": [[11, "module-imgutils.data.url"]], "download_image_from_url": [[11, "download-image-from-url"]], "is_http_url": [[11, "is-http-url"]], "imgutils.detect.booru_yolo": [[12, "module-imgutils.detect.booru_yolo"]], "Model Labels and Descriptions": [[12, "id1"]], "Available Models (PP Series)": [[12, "id2"]], "Available Models (AS Series)": [[12, "id3"]], "Available Models (AA Series)": [[12, "id4"]], "detect_with_booru_yolo": [[12, "detect-with-booru-yolo"]], "imgutils.detect.censor": [[13, "module-imgutils.detect.censor"]], "detect_censors": [[13, "detect-censors"]], "imgutils.detect.eye": [[14, "module-imgutils.detect.eye"]], "detect_eyes": [[14, "detect-eyes"]], "imgutils.detect.face": [[15, "module-imgutils.detect.face"]], "detect_faces": [[15, "detect-faces"]], "imgutils.detect.halfbody": [[16, "module-imgutils.detect.halfbody"]], "detect_halfbody": [[16, "detect-halfbody"]], "imgutils.detect.hand": [[17, "module-imgutils.detect.hand"]], "detect_hands": [[17, "detect-hands"]], "imgutils.detect.head": [[18, "module-imgutils.detect.head"]], "detect_heads": [[18, "detect-heads"]], "imgutils.detect": [[19, "module-imgutils.detect"]], "imgutils.detect.nudenet": [[20, "module-imgutils.detect.nudenet"]], "detect_with_nudenet": [[20, "detect-with-nudenet"]], "imgutils.detect.person": [[21, "module-imgutils.detect.person"]], "detect_person": [[21, "detect-person"]], "imgutils.detect.similarity": [[22, "module-imgutils.detect.similarity"]], "calculate_iou": [[22, "calculate-iou"]], "bboxes_similarity": [[22, "bboxes-similarity"]], "detection_similarity": [[22, "detection-similarity"]], "imgutils.detect.text": [[23, "module-imgutils.detect.text"]], "detect_text": [[23, "detect-text"]], "imgutils.detect.visual": [[24, "module-imgutils.detect.visual"]], "detection_visualize": [[24, "detection-visualize"]], "imgutils.edge.canny": [[25, "module-imgutils.edge.canny"]], "get_edge_by_canny": [[25, "get-edge-by-canny"]], "edge_image_with_canny": [[25, "edge-image-with-canny"]], "imgutils.edge": [[26, "module-imgutils.edge"]], "imgutils.edge.lineart": [[27, "module-imgutils.edge.lineart"]], "get_edge_by_lineart": [[27, "get-edge-by-lineart"]], "edge_image_with_lineart": [[27, "edge-image-with-lineart"]], "imgutils.edge.lineart_anime": [[28, "module-imgutils.edge.lineart_anime"]], "get_edge_by_lineart_anime": [[28, "get-edge-by-lineart-anime"]], "edge_image_with_lineart_anime": [[28, "edge-image-with-lineart-anime"]], "imgutils.generic.classify": [[29, "module-imgutils.generic.classify"]], "ClassifyModel": [[29, "classifymodel"]], "classify_predict_score": [[29, "classify-predict-score"]], "classify_predict": [[29, "classify-predict"]], "classify_predict_fmt": [[29, "classify-predict-fmt"]], "imgutils.generic.clip": [[30, "module-imgutils.generic.clip"]], "CLIPModel": [[30, "clipmodel"]], "clip_image_encode": [[30, "clip-image-encode"]], "clip_text_encode": [[30, "clip-text-encode"]], "clip_predict": [[30, "clip-predict"]], "imgutils.generic.enhance": [[31, "module-imgutils.generic.enhance"]], "ImageEnhancer": [[31, "imageenhancer"]], "imgutils.generic": [[32, "module-imgutils.generic"]], "imgutils.generic.siglip": [[33, "module-imgutils.generic.siglip"]], "SigLIPModel": [[33, "siglipmodel"]], "siglip_image_encode": [[33, "siglip-image-encode"]], "siglip_text_encode": [[33, "siglip-text-encode"]], "siglip_predict": [[33, "siglip-predict"]], "imgutils.generic.yolo": [[34, "module-imgutils.generic.yolo"]], "YOLOModel": [[34, "yolomodel"]], "yolo_predict": [[34, "yolo-predict"]], "imgutils.metadata.geninfo": [[35, "module-imgutils.metadata.geninfo"]], "read_geninfo_parameters": [[35, "read-geninfo-parameters"]], "read_geninfo_exif": [[35, "read-geninfo-exif"]], "read_geninfo_gif": [[35, "read-geninfo-gif"]], "write_geninfo_parameters": [[35, "write-geninfo-parameters"]], "write_geninfo_exif": [[35, "write-geninfo-exif"]], "write_geninfo_gif": [[35, "write-geninfo-gif"]], "imgutils.metadata": [[36, "module-imgutils.metadata"]], "imgutils.metadata.lsb": [[37, "module-imgutils.metadata.lsb"]], "read_lsb_raw_bytes": [[37, "read-lsb-raw-bytes"]], "read_lsb_metadata": [[37, "read-lsb-metadata"]], "write_lsb_raw_bytes": [[37, "write-lsb-raw-bytes"]], "write_lsb_metadata": [[37, "write-lsb-metadata"]], "LSBReadError": [[37, "lsbreaderror"]], "LSBExtractor": [[37, "lsbextractor"]], "ImageLsbDataExtractor": [[37, "imagelsbdataextractor"]], "serialize_pnginfo": [[37, "serialize-pnginfo"]], "serialize_json": [[37, "serialize-json"]], "inject_data": [[37, "inject-data"]], "imgutils.metrics.aesthetic": [[38, "module-imgutils.metrics.aesthetic"]], "get_aesthetic_score": [[38, "get-aesthetic-score"]], "imgutils.metrics.ccip": [[39, "module-imgutils.metrics.ccip"]], "ccip_extract_feature": [[39, "ccip-extract-feature"]], "ccip_batch_extract_features": [[39, "ccip-batch-extract-features"]], "ccip_default_threshold": [[39, "ccip-default-threshold"]], "ccip_difference": [[39, "ccip-difference"]], "ccip_same": [[39, "ccip-same"]], "ccip_batch_differences": [[39, "ccip-batch-differences"]], "ccip_batch_same": [[39, "ccip-batch-same"]], "ccip_default_clustering_params": [[39, "ccip-default-clustering-params"]], "ccip_clustering": [[39, "ccip-clustering"]], "ccip_merge": [[39, "ccip-merge"]], "imgutils.metrics.dbaesthetic": [[40, "module-imgutils.metrics.dbaesthetic"]], "anime_dbaesthetic": [[40, "anime-dbaesthetic"]], "imgutils.metrics": [[41, "module-imgutils.metrics"]], "imgutils.metrics.laplacian": [[42, "module-imgutils.metrics.laplacian"]], "laplacian_score": [[42, "laplacian-score"]], "imgutils.metrics.lpips": [[43, "module-imgutils.metrics.lpips"]], "lpips_extract_feature": [[43, "lpips-extract-feature"]], "lpips_difference": [[43, "lpips-difference"]], "lpips_clustering": [[43, "lpips-clustering"]], "imgutils.metrics.psnr_": [[44, "module-imgutils.metrics.psnr_"]], "psnr": [[44, "id1"]], "imgutils.ocr": [[45, "module-imgutils.ocr"]], "detect_text_with_ocr": [[45, "detect-text-with-ocr"]], "ocr": [[45, "ocr"]], "list_det_models": [[45, "list-det-models"]], "list_rec_models": [[45, "list-rec-models"]], "imgutils.operate.align": [[46, "module-imgutils.operate.align"]], "align_maxsize": [[46, "align-maxsize"]], "imgutils.operate.censor_": [[47, "module-imgutils.operate.censor_"]], "censor_areas": [[47, "censor-areas"]], "censor_nsfw": [[47, "censor-nsfw"]], "BaseCensor": [[47, "basecensor"]], "ColorCensor": [[47, "colorcensor"]], "BlurCensor": [[47, "blurcensor"]], "PixelateCensor": [[47, "pixelatecensor"]], "register_censor_method": [[47, "register-censor-method"]], "imgutils.operate.imgcensor": [[48, "module-imgutils.operate.imgcensor"]], "ImageBasedCensor": [[48, "imagebasedcensor"]], "EmojiBasedCensor": [[48, "emojibasedcensor"]], "SingleImage": [[48, "singleimage"]], "imgutils.operate": [[49, "module-imgutils.operate"]], "imgutils.operate.squeeze": [[50, "module-imgutils.operate.squeeze"]], "squeeze": [[50, "squeeze"]], "squeeze_with_transparency": [[50, "squeeze-with-transparency"]], "imgutils.pose.dwpose": [[51, "module-imgutils.pose.dwpose"]], "dwpose_estimate": [[51, "dwpose-estimate"]], "imgutils.pose.format": [[52, "module-imgutils.pose.format"]], "OP18KeyPointSet": [[52, "op18keypointset"]], "OpenPose18": [[52, "openpose18"]], "OP18_BODY_MAX": [[52, "op18-body-max"]], "OP18_BODY_MIN": [[52, "op18-body-min"]], "OP18_FACE_MAX": [[52, "op18-face-max"]], "OP18_FACE_MIN": [[52, "op18-face-min"]], "OP18_LEFT_FOOT_MAX": [[52, "op18-left-foot-max"]], "OP18_LEFT_FOOT_MIN": [[52, "op18-left-foot-min"]], "OP18_LEFT_HAND_MAX": [[52, "op18-left-hand-max"]], "OP18_LEFT_HAND_MIN": [[52, "op18-left-hand-min"]], "OP18_RIGHT_FOOT_MAX": [[52, "op18-right-foot-max"]], "OP18_RIGHT_FOOT_MIN": [[52, "op18-right-foot-min"]], "OP18_RIGHT_HAND_MAX": [[52, "op18-right-hand-max"]], "OP18_RIGHT_HAND_MIN": [[52, "op18-right-hand-min"]], "imgutils.pose": [[53, "module-imgutils.pose"]], "imgutils.pose.visual": [[54, "module-imgutils.pose.visual"]], "op18_visualize": [[54, "op18-visualize"]], "imgutils.preprocess.base": [[55, "module-imgutils.preprocess.base"]], "NotParseTarget": [[55, "notparsetarget"]], "imgutils.preprocess": [[56, "module-imgutils.preprocess"]], "imgutils.preprocess.pillow": [[57, "module-imgutils.preprocess.pillow"]], "register_pillow_transform": [[57, "register-pillow-transform"]], "register_pillow_parse": [[57, "register-pillow-parse"]], "create_pillow_transforms": [[57, "create-pillow-transforms"]], "parse_pillow_transforms": [[57, "parse-pillow-transforms"]], "imgutils.preprocess.torchvision": [[58, "module-imgutils.preprocess.torchvision"]], "register_torchvision_transform": [[58, "register-torchvision-transform"]], "register_torchvision_parse": [[58, "register-torchvision-parse"]], "create_torchvision_transforms": [[58, "create-torchvision-transforms"]], "parse_torchvision_transforms": [[58, "parse-torchvision-transforms"]], "imgutils.preprocess.transformers": [[59, "module-imgutils.preprocess.transformers"]], "register_creators_for_transformers": [[59, "register-creators-for-transformers"]], "NotProcessorTypeError": [[59, "notprocessortypeerror"]], "create_transforms_from_transformers": [[59, "create-transforms-from-transformers"]], "is_valid_size_dict": [[59, "is-valid-size-dict"]], "convert_to_size_dict": [[59, "convert-to-size-dict"]], "get_size_dict": [[59, "get-size-dict"]], "create_clip_transforms": [[59, "create-clip-transforms"]], "create_transforms_from_clip_processor": [[59, "create-transforms-from-clip-processor"]], "create_convnext_transforms": [[59, "create-convnext-transforms"]], "create_transforms_from_convnext_processor": [[59, "create-transforms-from-convnext-processor"]], "create_vit_transforms": [[59, "create-vit-transforms"]], "create_transforms_from_vit_processor": [[59, "create-transforms-from-vit-processor"]], "create_siglip_transforms": [[59, "create-siglip-transforms"]], "create_transforms_from_siglip_processor": [[59, "create-transforms-from-siglip-processor"]], "create_bit_transforms": [[59, "create-bit-transforms"]], "create_transforms_from_bit_processor": [[59, "create-transforms-from-bit-processor"]], "create_blip_transforms": [[59, "create-blip-transforms"]], "create_transforms_from_blip_processor": [[59, "create-transforms-from-blip-processor"]], "create_mobilenetv2_transforms": [[59, "create-mobilenetv2-transforms"]], "create_transforms_from_mobilenetv2_processor": [[59, "create-transforms-from-mobilenetv2-processor"]], "imgutils.resource.background": [[60, "module-imgutils.resource.background"]], "BackgroundImageSet": [[60, "backgroundimageset"]], "list_bg_image_files": [[60, "list-bg-image-files"]], "get_bg_image_file": [[60, "get-bg-image-file"]], "get_bg_image": [[60, "get-bg-image"]], "random_bg_image_file": [[60, "random-bg-image-file"]], "random_bg_image": [[60, "random-bg-image"]], "imgutils.resource": [[61, "module-imgutils.resource"]], "imgutils.restore.adversarial": [[62, "module-imgutils.restore.adversarial"]], "remove_adversarial_noise": [[62, "remove-adversarial-noise"]], "imgutils.restore": [[63, "module-imgutils.restore"]], "imgutils.restore.nafnet": [[64, "module-imgutils.restore.nafnet"]], "restore_with_nafnet": [[64, "restore-with-nafnet"]], "imgutils.restore.scunet": [[65, "module-imgutils.restore.scunet"]], "restore_with_scunet": [[65, "restore-with-scunet"]], "imgutils.sd": [[66, "module-imgutils.sd"]], "imgutils.sd.metadata": [[67, "module-imgutils.sd.metadata"]], "SDMetaData": [[67, "sdmetadata"]], "parse_sdmeta_from_text": [[67, "parse-sdmeta-from-text"]], "get_sdmeta_from_image": [[67, "get-sdmeta-from-image"]], "save_image_with_sdmeta": [[67, "save-image-with-sdmeta"]], "imgutils.sd.model": [[68, "module-imgutils.sd.model"]], "read_metadata": [[68, "read-metadata"]], "save_with_metadata": [[68, "save-with-metadata"]], "imgutils.sd.nai": [[69, "module-imgutils.sd.nai"]], "NAIMetaData": [[69, "naimetadata"]], "NAIMetadata": [[69, "id1"]], "get_naimeta_from_image": [[69, "get-naimeta-from-image"]], "add_naimeta_to_image": [[69, "add-naimeta-to-image"]], "save_image_with_naimeta": [[69, "save-image-with-naimeta"]], "imgutils.segment": [[70, "module-imgutils.segment"]], "imgutils.segment.isnetis": [[71, "module-imgutils.segment.isnetis"]], "get_isnetis_mask": [[71, "get-isnetis-mask"]], "segment_with_isnetis": [[71, "segment-with-isnetis"]], "segment_rgba_with_isnetis": [[71, "segment-rgba-with-isnetis"]], "imgutils.tagging.blacklist": [[72, "module-imgutils.tagging.blacklist"]], "is_blacklisted": [[72, "is-blacklisted"]], "drop_blacklisted_tags": [[72, "drop-blacklisted-tags"]], "imgutils.tagging.character": [[73, "module-imgutils.tagging.character"]], "CHAR_WHITELIST_SUFFIX": [[73, "char-whitelist-suffix"]], "CHAR_WHITELIST_PREFIX": [[73, "char-whitelist-prefix"]], "CHAR_WHITELIST_WORD": [[73, "char-whitelist-word"]], "CHAR_SUFFIXES": [[73, "char-suffixes"]], "CHAR_PREFIXES": [[73, "char-prefixes"]], "CharacterTagPool": [[73, "charactertagpool"]], "is_basic_character_tag": [[73, "is-basic-character-tag"]], "drop_basic_character_tags": [[73, "drop-basic-character-tags"]], "imgutils.tagging.deepdanbooru": [[74, "module-imgutils.tagging.deepdanbooru"]], "get_deepdanbooru_tags": [[74, "get-deepdanbooru-tags"]], "imgutils.tagging.deepgelbooru": [[75, "module-imgutils.tagging.deepgelbooru"]], "get_deepgelbooru_tags": [[75, "get-deepgelbooru-tags"]], "imgutils.tagging.format": [[76, "module-imgutils.tagging.format"]], "add_underline": [[76, "add-underline"]], "remove_underline": [[76, "remove-underline"]], "tags_to_text": [[76, "tags-to-text"]], "imgutils.tagging": [[77, "module-imgutils.tagging"]], "imgutils.tagging.match": [[78, "module-imgutils.tagging.match"]], "tag_match_suffix": [[78, "tag-match-suffix"]], "tag_match_prefix": [[78, "tag-match-prefix"]], "tag_match_full": [[78, "tag-match-full"]], "imgutils.tagging.mldanbooru": [[79, "module-imgutils.tagging.mldanbooru"]], "get_mldanbooru_tags": [[79, "get-mldanbooru-tags"]], "imgutils.tagging.order": [[80, "module-imgutils.tagging.order"]], "sort_tags": [[80, "sort-tags"]], "imgutils.tagging.overlap": [[81, "module-imgutils.tagging.overlap"]], "drop_overlap_tags": [[81, "drop-overlap-tags"]], "imgutils.tagging.wd14": [[82, "module-imgutils.tagging.wd14"]], "get_wd14_tags": [[82, "get-wd14-tags"]], "convert_wd14_emb_to_prediction": [[82, "convert-wd14-emb-to-prediction"]], "denormalize_wd14_emb": [[82, "denormalize-wd14-emb"]], "imgutils.upscale.cdc": [[83, "module-imgutils.upscale.cdc"]], "upscale_with_cdc": [[83, "upscale-with-cdc"]], "imgutils.upscale": [[84, "module-imgutils.upscale"]], "imgutils.utils.cache": [[85, "module-imgutils.utils.cache"]], "ts_lru_cache": [[85, "ts-lru-cache"]], "imgutils.utils.func": [[86, "module-imgutils.utils.func"]], "sigmoid": [[86, "sigmoid"]], "imgutils.utils": [[87, "module-imgutils.utils"]], "imgutils.utils.onnxruntime": [[88, "module-imgutils.utils.onnxruntime"]], "get_onnx_provider": [[88, "get-onnx-provider"]], "open_onnx_model": [[88, "open-onnx-model"]], "imgutils.validate.aicheck": [[89, "module-imgutils.validate.aicheck"]], "get_ai_created_score": [[89, "get-ai-created-score"]], "is_ai_created": [[89, "is-ai-created"]], "imgutils.validate.bangumi_char": [[90, "module-imgutils.validate.bangumi_char"]], "anime_bangumi_char_score": [[90, "anime-bangumi-char-score"]], "anime_bangumi_char": [[90, "anime-bangumi-char"]], "imgutils.validate.classify": [[91, "module-imgutils.validate.classify"]], "anime_classify_score": [[91, "anime-classify-score"]], "anime_classify": [[91, "anime-classify"]], "imgutils.validate.color": [[92, "module-imgutils.validate.color"]], "is_greyscale": [[92, "is-greyscale"]], "imgutils.validate.completeness": [[93, "module-imgutils.validate.completeness"]], "anime_completeness_score": [[93, "anime-completeness-score"]], "anime_completeness": [[93, "anime-completeness"]], "imgutils.validate.dbrating": [[94, "module-imgutils.validate.dbrating"]], "anime_dbrating_score": [[94, "anime-dbrating-score"]], "anime_dbrating": [[94, "anime-dbrating"]], "imgutils.validate.furry": [[95, "module-imgutils.validate.furry"]], "anime_furry_score": [[95, "anime-furry-score"]], "anime_furry": [[95, "anime-furry"]], "imgutils.validate": [[96, "module-imgutils.validate"]], "imgutils.validate.monochrome": [[97, "module-imgutils.validate.monochrome"]], "get_monochrome_score": [[97, "get-monochrome-score"]], "is_monochrome": [[97, "is-monochrome"]], "imgutils.validate.nsfw": [[98, "module-imgutils.validate.nsfw"]], "nsfw_pred_score": [[98, "nsfw-pred-score"]], "nsfw_pred": [[98, "nsfw-pred"]], "imgutils.validate.portrait": [[99, "module-imgutils.validate.portrait"]], "anime_portrait_score": [[99, "anime-portrait-score"]], "anime_portrait": [[99, "anime-portrait"]], "imgutils.validate.rating": [[100, "module-imgutils.validate.rating"]], "anime_rating_score": [[100, "anime-rating-score"]], "anime_rating": [[100, "anime-rating"]], "imgutils.validate.real": [[101, "module-imgutils.validate.real"]], "anime_real_score": [[101, "anime-real-score"]], "anime_real": [[101, "anime-real"]], "imgutils.validate.safe": [[102, "module-imgutils.validate.safe"]], "safe_check_score": [[102, "safe-check-score"]], "safe_check": [[102, "safe-check"]], "imgutils.validate.style_age": [[103, "module-imgutils.validate.style_age"]], "anime_style_age_score": [[103, "anime-style-age-score"]], "anime_style_age": [[103, "anime-style-age"]], "imgutils.validate.teen": [[104, "module-imgutils.validate.teen"]], "anime_teen_score": [[104, "anime-teen-score"]], "anime_teen": [[104, "anime-teen"]], "imgutils.validate.truncate": [[105, "module-imgutils.validate.truncate"]], "is_truncated_file": [[105, "is-truncated-file"]], "Welcome to imgutils\u2019s Documentation": [[106, "welcome-to-imgutils-s-documentation"]], "Overview": [[106, "overview"]], "Tutorials": [[106, null]], "Information": [[106, null]], "API Documentation": [[106, null]], "Run Environment Information": [[107, "Run-Environment-Information"], [108, "Run-Environment-Information"]], "Installation": [[109, "installation"]], "Quick Start": [[110, "quick-start"]]}, "indexentries": {"ascii_drawing() (in module imgutils.ascii.drawing)": [[0, "imgutils.ascii.drawing.ascii_drawing"]], "imgutils.ascii.drawing": [[0, "module-imgutils.ascii.drawing"]], "module": [[0, "module-imgutils.ascii.drawing"], [1, "module-imgutils.ascii"], [2, "module-imgutils.config"], [3, "module-imgutils.config.meta"], [4, "module-imgutils.data.background"], [5, "module-imgutils.data.blob"], [6, "module-imgutils.data.decode"], [7, "module-imgutils.data.encode"], [8, "module-imgutils.data.image"], [9, "module-imgutils.data"], [10, "module-imgutils.data.layer"], [11, "module-imgutils.data.url"], [12, "module-imgutils.detect.booru_yolo"], [13, "module-imgutils.detect.censor"], [14, "module-imgutils.detect.eye"], [15, "module-imgutils.detect.face"], [16, "module-imgutils.detect.halfbody"], [17, "module-imgutils.detect.hand"], [18, "module-imgutils.detect.head"], [19, "module-imgutils.detect"], [20, "module-imgutils.detect.nudenet"], [21, "module-imgutils.detect.person"], [22, "module-imgutils.detect.similarity"], [23, "module-imgutils.detect.text"], [24, "module-imgutils.detect.visual"], [25, "module-imgutils.edge.canny"], [26, "module-imgutils.edge"], [27, "module-imgutils.edge.lineart"], [28, "module-imgutils.edge.lineart_anime"], [29, "module-imgutils.generic.classify"], [30, "module-imgutils.generic.clip"], [31, "module-imgutils.generic.enhance"], [32, "module-imgutils.generic"], [33, "module-imgutils.generic.siglip"], [34, "module-imgutils.generic.yolo"], [35, "module-imgutils.metadata.geninfo"], [36, "module-imgutils.metadata"], [37, "module-imgutils.metadata.lsb"], [38, "module-imgutils.metrics.aesthetic"], [39, "module-imgutils.metrics.ccip"], [40, "module-imgutils.metrics.dbaesthetic"], [41, "module-imgutils.metrics"], [42, "module-imgutils.metrics.laplacian"], [43, "module-imgutils.metrics.lpips"], [44, "module-imgutils.metrics.psnr_"], [45, "module-imgutils.ocr"], [46, "module-imgutils.operate.align"], [47, "module-imgutils.operate.censor_"], [48, "module-imgutils.operate.imgcensor"], [49, "module-imgutils.operate"], [50, "module-imgutils.operate.squeeze"], [51, "module-imgutils.pose.dwpose"], [52, "module-imgutils.pose.format"], [53, "module-imgutils.pose"], [54, "module-imgutils.pose.visual"], [55, "module-imgutils.preprocess.base"], [56, "module-imgutils.preprocess"], [57, "module-imgutils.preprocess.pillow"], [58, "module-imgutils.preprocess.torchvision"], [59, "module-imgutils.preprocess.transformers"], [60, "module-imgutils.resource.background"], [61, "module-imgutils.resource"], [62, "module-imgutils.restore.adversarial"], [63, "module-imgutils.restore"], [64, "module-imgutils.restore.nafnet"], [65, "module-imgutils.restore.scunet"], [66, "module-imgutils.sd"], [67, "module-imgutils.sd.metadata"], [68, "module-imgutils.sd.model"], [69, "module-imgutils.sd.nai"], [70, "module-imgutils.segment"], [71, "module-imgutils.segment.isnetis"], [72, "module-imgutils.tagging.blacklist"], [73, "module-imgutils.tagging.character"], [74, "module-imgutils.tagging.deepdanbooru"], [75, "module-imgutils.tagging.deepgelbooru"], [76, "module-imgutils.tagging.format"], [77, "module-imgutils.tagging"], [78, "module-imgutils.tagging.match"], [79, "module-imgutils.tagging.mldanbooru"], [80, "module-imgutils.tagging.order"], [81, "module-imgutils.tagging.overlap"], [82, "module-imgutils.tagging.wd14"], [83, "module-imgutils.upscale.cdc"], [84, "module-imgutils.upscale"], [85, "module-imgutils.utils.cache"], [86, "module-imgutils.utils.func"], [87, "module-imgutils.utils"], [88, "module-imgutils.utils.onnxruntime"], [89, "module-imgutils.validate.aicheck"], [90, "module-imgutils.validate.bangumi_char"], [91, "module-imgutils.validate.classify"], [92, "module-imgutils.validate.color"], [93, "module-imgutils.validate.completeness"], [94, "module-imgutils.validate.dbrating"], [95, "module-imgutils.validate.furry"], [96, "module-imgutils.validate"], [97, "module-imgutils.validate.monochrome"], [98, "module-imgutils.validate.nsfw"], [99, "module-imgutils.validate.portrait"], [100, "module-imgutils.validate.rating"], [101, "module-imgutils.validate.real"], [102, "module-imgutils.validate.safe"], [103, "module-imgutils.validate.style_age"], [104, "module-imgutils.validate.teen"], [105, "module-imgutils.validate.truncate"]], "imgutils.ascii": [[1, "module-imgutils.ascii"]], "imgutils.config": [[2, "module-imgutils.config"]], "__author_email__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__AUTHOR_EMAIL__"]], "__author__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__AUTHOR__"]], "__description__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__DESCRIPTION__"]], "__title__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__TITLE__"]], "__version__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__VERSION__"]], "imgutils.config.meta": [[3, "module-imgutils.config.meta"]], "grid_background() (in module imgutils.data.background)": [[4, "imgutils.data.background.grid_background"]], "grid_transparent() (in module imgutils.data.background)": [[4, "imgutils.data.background.grid_transparent"]], "imgutils.data.background": [[4, "module-imgutils.data.background"]], "imgutils.data.blob": [[5, "module-imgutils.data.blob"]], "is_valid_image_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.is_valid_image_blob_url"]], "load_image_from_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.load_image_from_blob_url"]], "to_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.to_blob_url"]], "imgutils.data.decode": [[6, "module-imgutils.data.decode"]], "rgb_decode() (in module imgutils.data.decode)": [[6, "imgutils.data.decode.rgb_decode"]], "imgutils.data.encode": [[7, "module-imgutils.data.encode"]], "rgb_encode() (in module imgutils.data.encode)": [[7, "imgutils.data.encode.rgb_encode"]], "has_alpha_channel() (in module imgutils.data.image)": [[8, "imgutils.data.image.has_alpha_channel"]], "imgutils.data.image": [[8, "module-imgutils.data.image"]], "load_image() (in module imgutils.data.image)": [[8, "imgutils.data.image.load_image"]], "load_images() (in module imgutils.data.image)": [[8, "imgutils.data.image.load_images"]], "imgutils.data": [[9, "module-imgutils.data"]], "imgutils.data.layer": [[10, "module-imgutils.data.layer"]], "istack() (in module imgutils.data.layer)": [[10, "imgutils.data.layer.istack"]], "download_image_from_url() (in module imgutils.data.url)": [[11, "imgutils.data.url.download_image_from_url"]], "imgutils.data.url": [[11, "module-imgutils.data.url"]], "is_http_url() (in module imgutils.data.url)": [[11, "imgutils.data.url.is_http_url"]], "detect_with_booru_yolo() (in module imgutils.detect.booru_yolo)": [[12, "imgutils.detect.booru_yolo.detect_with_booru_yolo"]], "imgutils.detect.booru_yolo": [[12, "module-imgutils.detect.booru_yolo"]], "detect_censors() (in module imgutils.detect.censor)": [[13, "imgutils.detect.censor.detect_censors"]], "imgutils.detect.censor": [[13, "module-imgutils.detect.censor"]], "detect_eyes() (in module imgutils.detect.eye)": [[14, "imgutils.detect.eye.detect_eyes"]], "imgutils.detect.eye": [[14, "module-imgutils.detect.eye"]], "detect_faces() (in module imgutils.detect.face)": [[15, "imgutils.detect.face.detect_faces"]], "imgutils.detect.face": [[15, "module-imgutils.detect.face"]], "detect_halfbody() (in module imgutils.detect.halfbody)": [[16, "imgutils.detect.halfbody.detect_halfbody"]], "imgutils.detect.halfbody": [[16, "module-imgutils.detect.halfbody"]], "detect_hands() (in module imgutils.detect.hand)": [[17, "imgutils.detect.hand.detect_hands"]], "imgutils.detect.hand": [[17, "module-imgutils.detect.hand"]], "detect_heads() (in module imgutils.detect.head)": [[18, "imgutils.detect.head.detect_heads"]], "imgutils.detect.head": [[18, "module-imgutils.detect.head"]], "imgutils.detect": [[19, "module-imgutils.detect"]], "detect_with_nudenet() (in module imgutils.detect.nudenet)": [[20, "imgutils.detect.nudenet.detect_with_nudenet"]], "imgutils.detect.nudenet": [[20, "module-imgutils.detect.nudenet"]], "detect_person() (in module imgutils.detect.person)": [[21, "imgutils.detect.person.detect_person"]], "imgutils.detect.person": [[21, "module-imgutils.detect.person"]], "bboxes_similarity() (in module imgutils.detect.similarity)": [[22, "imgutils.detect.similarity.bboxes_similarity"]], "calculate_iou() (in module imgutils.detect.similarity)": [[22, "imgutils.detect.similarity.calculate_iou"]], "detection_similarity() (in module imgutils.detect.similarity)": [[22, "imgutils.detect.similarity.detection_similarity"]], "imgutils.detect.similarity": [[22, "module-imgutils.detect.similarity"]], "detect_text() (in module imgutils.detect.text)": [[23, "imgutils.detect.text.detect_text"]], "imgutils.detect.text": [[23, "module-imgutils.detect.text"]], "detection_visualize() (in module imgutils.detect.visual)": [[24, "imgutils.detect.visual.detection_visualize"]], "imgutils.detect.visual": [[24, "module-imgutils.detect.visual"]], "edge_image_with_canny() (in module imgutils.edge.canny)": [[25, "imgutils.edge.canny.edge_image_with_canny"]], "get_edge_by_canny() (in module imgutils.edge.canny)": [[25, "imgutils.edge.canny.get_edge_by_canny"]], "imgutils.edge.canny": [[25, "module-imgutils.edge.canny"]], "imgutils.edge": [[26, "module-imgutils.edge"]], "edge_image_with_lineart() (in module imgutils.edge.lineart)": [[27, "imgutils.edge.lineart.edge_image_with_lineart"]], "get_edge_by_lineart() (in module imgutils.edge.lineart)": [[27, "imgutils.edge.lineart.get_edge_by_lineart"]], "imgutils.edge.lineart": [[27, "module-imgutils.edge.lineart"]], "edge_image_with_lineart_anime() (in module imgutils.edge.lineart_anime)": [[28, "imgutils.edge.lineart_anime.edge_image_with_lineart_anime"]], "get_edge_by_lineart_anime() (in module imgutils.edge.lineart_anime)": [[28, "imgutils.edge.lineart_anime.get_edge_by_lineart_anime"]], "imgutils.edge.lineart_anime": [[28, "module-imgutils.edge.lineart_anime"]], "classifymodel (class in imgutils.generic.classify)": [[29, "imgutils.generic.classify.ClassifyModel"]], "__init__() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.__init__"]], "classify_predict() (in module imgutils.generic.classify)": [[29, "imgutils.generic.classify.classify_predict"]], "classify_predict_fmt() (in module imgutils.generic.classify)": [[29, "imgutils.generic.classify.classify_predict_fmt"]], "classify_predict_score() (in module imgutils.generic.classify)": [[29, "imgutils.generic.classify.classify_predict_score"]], "clear() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.clear"]], "imgutils.generic.classify": [[29, "module-imgutils.generic.classify"]], "launch_demo() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.launch_demo"]], "make_ui() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.make_ui"]], "predict() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.predict"]], "predict_fmt() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.predict_fmt"]], "predict_score() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.predict_score"]], "clipmodel (class in imgutils.generic.clip)": [[30, "imgutils.generic.clip.CLIPModel"]], "__init__() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.__init__"]], "clear() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.clear"]], "clip_image_encode() (in module imgutils.generic.clip)": [[30, "imgutils.generic.clip.clip_image_encode"]], "clip_predict() (in module imgutils.generic.clip)": [[30, "imgutils.generic.clip.clip_predict"]], "clip_text_encode() (in module imgutils.generic.clip)": [[30, "imgutils.generic.clip.clip_text_encode"]], "image_encode() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.image_encode"]], "imgutils.generic.clip": [[30, "module-imgutils.generic.clip"]], "launch_demo() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.launch_demo"]], "make_ui() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.make_ui"]], "predict() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.predict"]], "text_encode() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.text_encode"]], "imageenhancer (class in imgutils.generic.enhance)": [[31, "imgutils.generic.enhance.ImageEnhancer"]], "__init__() (imgutils.generic.enhance.imageenhancer method)": [[31, "imgutils.generic.enhance.ImageEnhancer.__init__"]], "imgutils.generic.enhance": [[31, "module-imgutils.generic.enhance"]], "process() (imgutils.generic.enhance.imageenhancer method)": [[31, "imgutils.generic.enhance.ImageEnhancer.process"]], "imgutils.generic": [[32, "module-imgutils.generic"]], "siglipmodel (class in imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.SigLIPModel"]], "__init__() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.__init__"]], "clear() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.clear"]], "image_encode() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.image_encode"]], "imgutils.generic.siglip": [[33, "module-imgutils.generic.siglip"]], "launch_demo() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.launch_demo"]], "make_ui() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.make_ui"]], "predict() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.predict"]], "siglip_image_encode() (in module imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.siglip_image_encode"]], "siglip_predict() (in module imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.siglip_predict"]], "siglip_text_encode() (in module imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.siglip_text_encode"]], "text_encode() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.text_encode"]], "yolomodel (class in imgutils.generic.yolo)": [[34, "imgutils.generic.yolo.YOLOModel"]], "__init__() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.__init__"]], "clear() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.clear"]], "imgutils.generic.yolo": [[34, "module-imgutils.generic.yolo"]], "launch_demo() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.launch_demo"]], "make_ui() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.make_ui"]], "predict() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.predict"]], "yolo_predict() (in module imgutils.generic.yolo)": [[34, "imgutils.generic.yolo.yolo_predict"]], "imgutils.metadata.geninfo": [[35, "module-imgutils.metadata.geninfo"]], "read_geninfo_exif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.read_geninfo_exif"]], "read_geninfo_gif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.read_geninfo_gif"]], "read_geninfo_parameters() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.read_geninfo_parameters"]], "write_geninfo_exif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.write_geninfo_exif"]], "write_geninfo_gif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.write_geninfo_gif"]], "write_geninfo_parameters() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.write_geninfo_parameters"]], "imgutils.metadata": [[36, "module-imgutils.metadata"]], "imagelsbdataextractor (class in imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.ImageLsbDataExtractor"]], "lsbextractor (class in imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.LSBExtractor"]], "lsbreaderror (class in imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.LSBReadError"]], "__init__() (imgutils.metadata.lsb.imagelsbdataextractor method)": [[37, "imgutils.metadata.lsb.ImageLsbDataExtractor.__init__"]], "__init__() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.__init__"]], "extract_data() (imgutils.metadata.lsb.imagelsbdataextractor method)": [[37, "imgutils.metadata.lsb.ImageLsbDataExtractor.extract_data"]], "get_next_n_bytes() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.get_next_n_bytes"]], "get_one_byte() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.get_one_byte"]], "imgutils.metadata.lsb": [[37, "module-imgutils.metadata.lsb"]], "inject_data() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.inject_data"]], "read_32bit_integer() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.read_32bit_integer"]], "read_lsb_metadata() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.read_lsb_metadata"]], "read_lsb_raw_bytes() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.read_lsb_raw_bytes"]], "serialize_json() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.serialize_json"]], "serialize_pnginfo() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.serialize_pnginfo"]], "write_lsb_metadata() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.write_lsb_metadata"]], "write_lsb_raw_bytes() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.write_lsb_raw_bytes"]], "get_aesthetic_score() (in module imgutils.metrics.aesthetic)": [[38, "imgutils.metrics.aesthetic.get_aesthetic_score"]], "imgutils.metrics.aesthetic": [[38, "module-imgutils.metrics.aesthetic"]], "ccip_batch_differences() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_batch_differences"]], "ccip_batch_extract_features() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_batch_extract_features"]], "ccip_batch_same() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_batch_same"]], "ccip_clustering() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_clustering"]], "ccip_default_clustering_params() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_default_clustering_params"]], "ccip_default_threshold() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_default_threshold"]], "ccip_difference() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_difference"]], "ccip_extract_feature() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_extract_feature"]], "ccip_merge() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_merge"]], "ccip_same() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_same"]], "imgutils.metrics.ccip": [[39, "module-imgutils.metrics.ccip"]], "anime_dbaesthetic() (in module imgutils.metrics.dbaesthetic)": [[40, "imgutils.metrics.dbaesthetic.anime_dbaesthetic"]], "imgutils.metrics.dbaesthetic": [[40, "module-imgutils.metrics.dbaesthetic"]], "imgutils.metrics": [[41, "module-imgutils.metrics"]], "imgutils.metrics.laplacian": [[42, "module-imgutils.metrics.laplacian"]], "laplacian_score() (in module imgutils.metrics.laplacian)": [[42, "imgutils.metrics.laplacian.laplacian_score"]], "imgutils.metrics.lpips": [[43, "module-imgutils.metrics.lpips"]], "lpips_clustering() (in module imgutils.metrics.lpips)": [[43, "imgutils.metrics.lpips.lpips_clustering"]], "lpips_difference() (in module imgutils.metrics.lpips)": [[43, "imgutils.metrics.lpips.lpips_difference"]], "lpips_extract_feature() (in module imgutils.metrics.lpips)": [[43, "imgutils.metrics.lpips.lpips_extract_feature"]], "imgutils.metrics.psnr_": [[44, "module-imgutils.metrics.psnr_"]], "psnr() (in module imgutils.metrics.psnr_)": [[44, "imgutils.metrics.psnr_.psnr"]], "detect_text_with_ocr() (in module imgutils.ocr)": [[45, "imgutils.ocr.detect_text_with_ocr"]], "imgutils.ocr": [[45, "module-imgutils.ocr"]], "list_det_models() (in module imgutils.ocr)": [[45, "imgutils.ocr.list_det_models"]], "list_rec_models() (in module imgutils.ocr)": [[45, "imgutils.ocr.list_rec_models"]], "ocr() (in module imgutils.ocr)": [[45, "imgutils.ocr.ocr"]], "align_maxsize() (in module imgutils.operate.align)": [[46, "imgutils.operate.align.align_maxsize"]], "imgutils.operate.align": [[46, "module-imgutils.operate.align"]], "basecensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.BaseCensor"]], "blurcensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.BlurCensor"]], "colorcensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.ColorCensor"]], "pixelatecensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.PixelateCensor"]], "censor_area() (imgutils.operate.censor_.basecensor method)": [[47, "imgutils.operate.censor_.BaseCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.blurcensor method)": [[47, "imgutils.operate.censor_.BlurCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.colorcensor method)": [[47, "imgutils.operate.censor_.ColorCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.pixelatecensor method)": [[47, "imgutils.operate.censor_.PixelateCensor.censor_area"]], "censor_areas() (in module imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.censor_areas"]], "censor_nsfw() (in module imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.censor_nsfw"]], "imgutils.operate.censor_": [[47, "module-imgutils.operate.censor_"]], "register_censor_method() (in module imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.register_censor_method"]], "emojibasedcensor (class in imgutils.operate.imgcensor)": [[48, "imgutils.operate.imgcensor.EmojiBasedCensor"]], "imagebasedcensor (class in imgutils.operate.imgcensor)": [[48, "imgutils.operate.imgcensor.ImageBasedCensor"]], "singleimage (class in imgutils.operate.imgcensor)": [[48, "imgutils.operate.imgcensor.SingleImage"]], "__init__() (imgutils.operate.imgcensor.singleimage method)": [[48, "imgutils.operate.imgcensor.SingleImage.__init__"]], "censor_area() (imgutils.operate.imgcensor.emojibasedcensor method)": [[48, "imgutils.operate.imgcensor.EmojiBasedCensor.censor_area"]], "censor_area() (imgutils.operate.imgcensor.imagebasedcensor method)": [[48, "imgutils.operate.imgcensor.ImageBasedCensor.censor_area"]], "find_for_area() (imgutils.operate.imgcensor.singleimage method)": [[48, "imgutils.operate.imgcensor.SingleImage.find_for_area"]], "height (imgutils.operate.imgcensor.singleimage property)": [[48, "imgutils.operate.imgcensor.SingleImage.height"]], "imgutils.operate.imgcensor": [[48, "module-imgutils.operate.imgcensor"]], "width (imgutils.operate.imgcensor.singleimage property)": [[48, "imgutils.operate.imgcensor.SingleImage.width"]], "imgutils.operate": [[49, "module-imgutils.operate"]], "imgutils.operate.squeeze": [[50, "module-imgutils.operate.squeeze"]], "squeeze() (in module imgutils.operate.squeeze)": [[50, "imgutils.operate.squeeze.squeeze"]], "squeeze_with_transparency() (in module imgutils.operate.squeeze)": [[50, "imgutils.operate.squeeze.squeeze_with_transparency"]], "dwpose_estimate() (in module imgutils.pose.dwpose)": [[51, "imgutils.pose.dwpose.dwpose_estimate"]], "imgutils.pose.dwpose": [[51, "module-imgutils.pose.dwpose"]], "left_ankle (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_ANKLE"]], "left_big_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_BIG_TOE"]], "left_ear (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_EAR"]], "left_elbow (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_ELBOW"]], "left_eye (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_EYE"]], "left_heel (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_HEEL"]], "left_hip (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_HIP"]], "left_knee (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_KNEE"]], "left_shoulder (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_SHOULDER"]], "left_small_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_SMALL_TOE"]], "left_wrist (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_WRIST"]], "neck (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.NECK"]], "nose (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.NOSE"]], "op18keypointset (class in imgutils.pose.format)": [[52, "imgutils.pose.format.OP18KeyPointSet"]], "op18_body_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_BODY_MAX"]], "op18_body_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_BODY_MIN"]], "op18_face_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_FACE_MAX"]], "op18_face_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_FACE_MIN"]], "op18_left_foot_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_FOOT_MAX"]], "op18_left_foot_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_FOOT_MIN"]], "op18_left_hand_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_HAND_MAX"]], "op18_left_hand_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_HAND_MIN"]], "op18_right_foot_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_FOOT_MAX"]], "op18_right_foot_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_FOOT_MIN"]], "op18_right_hand_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_HAND_MAX"]], "op18_right_hand_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_HAND_MIN"]], "right_ankle (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_ANKLE"]], "right_big_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_BIG_TOE"]], "right_ear (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_EAR"]], "right_elbow (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_ELBOW"]], "right_eye (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_EYE"]], "right_heel (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_HEEL"]], "right_hip (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_HIP"]], "right_knee (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_KNEE"]], "right_shoulder (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_SHOULDER"]], "right_small_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_SMALL_TOE"]], "right_wrist (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_WRIST"]], "__init__() (imgutils.pose.format.op18keypointset method)": [[52, "imgutils.pose.format.OP18KeyPointSet.__init__"]], "__mul__() (imgutils.pose.format.op18keypointset method)": [[52, "imgutils.pose.format.OP18KeyPointSet.__mul__"]], "__truediv__() (imgutils.pose.format.op18keypointset method)": [[52, "imgutils.pose.format.OP18KeyPointSet.__truediv__"]], "body (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.body"]], "face (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.face"]], "imgutils.pose.format": [[52, "module-imgutils.pose.format"]], "left_foot (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.left_foot"]], "left_hand (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.left_hand"]], "right_foot (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.right_foot"]], "right_hand (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.right_hand"]], "imgutils.pose": [[53, "module-imgutils.pose"]], "imgutils.pose.visual": [[54, "module-imgutils.pose.visual"]], "op18_visualize() (in module imgutils.pose.visual)": [[54, "imgutils.pose.visual.op18_visualize"]], "notparsetarget (class in imgutils.preprocess.base)": [[55, "imgutils.preprocess.base.NotParseTarget"]], "imgutils.preprocess.base": [[55, "module-imgutils.preprocess.base"]], "imgutils.preprocess": [[56, "module-imgutils.preprocess"]], "create_pillow_transforms() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.create_pillow_transforms"]], "imgutils.preprocess.pillow": [[57, "module-imgutils.preprocess.pillow"]], "parse_pillow_transforms() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.parse_pillow_transforms"]], "register_pillow_parse() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.register_pillow_parse"]], "register_pillow_transform() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.register_pillow_transform"]], "create_torchvision_transforms() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.create_torchvision_transforms"]], "imgutils.preprocess.torchvision": [[58, "module-imgutils.preprocess.torchvision"]], "parse_torchvision_transforms() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.parse_torchvision_transforms"]], "register_torchvision_parse() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.register_torchvision_parse"]], "register_torchvision_transform() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.register_torchvision_transform"]], "notprocessortypeerror (class in imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.NotProcessorTypeError"]], "convert_to_size_dict() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.convert_to_size_dict"]], "create_bit_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_bit_transforms"]], "create_blip_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_blip_transforms"]], "create_clip_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_clip_transforms"]], "create_convnext_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_convnext_transforms"]], "create_mobilenetv2_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_mobilenetv2_transforms"]], "create_siglip_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_siglip_transforms"]], "create_transforms_from_bit_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_bit_processor"]], "create_transforms_from_blip_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_blip_processor"]], "create_transforms_from_clip_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_clip_processor"]], "create_transforms_from_convnext_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_convnext_processor"]], "create_transforms_from_mobilenetv2_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_mobilenetv2_processor"]], "create_transforms_from_siglip_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_siglip_processor"]], "create_transforms_from_transformers() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_transformers"]], "create_transforms_from_vit_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_vit_processor"]], "create_vit_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_vit_transforms"]], "get_size_dict() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.get_size_dict"]], "imgutils.preprocess.transformers": [[59, "module-imgutils.preprocess.transformers"]], "is_valid_size_dict() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.is_valid_size_dict"]], "register_creators_for_transformers() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.register_creators_for_transformers"]], "backgroundimageset (class in imgutils.resource.background)": [[60, "imgutils.resource.background.BackgroundImageSet"]], "__init__() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.__init__"]], "get_bg_image() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.get_bg_image"]], "get_bg_image_file() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.get_bg_image_file"]], "get_image() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.get_image"]], "get_image_file() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.get_image_file"]], "imgutils.resource.background": [[60, "module-imgutils.resource.background"]], "list_bg_image_files() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.list_bg_image_files"]], "list_image_files() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.list_image_files"]], "random_bg_image() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.random_bg_image"]], "random_bg_image_file() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.random_bg_image_file"]], "random_image() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.random_image"]], "random_image_file() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.random_image_file"]], "imgutils.resource": [[61, "module-imgutils.resource"]], "imgutils.restore.adversarial": [[62, "module-imgutils.restore.adversarial"]], "remove_adversarial_noise() (in module imgutils.restore.adversarial)": [[62, "imgutils.restore.adversarial.remove_adversarial_noise"]], "imgutils.restore": [[63, "module-imgutils.restore"]], "imgutils.restore.nafnet": [[64, "module-imgutils.restore.nafnet"]], "restore_with_nafnet() (in module imgutils.restore.nafnet)": [[64, "imgutils.restore.nafnet.restore_with_nafnet"]], "imgutils.restore.scunet": [[65, "module-imgutils.restore.scunet"]], "restore_with_scunet() (in module imgutils.restore.scunet)": [[65, "imgutils.restore.scunet.restore_with_scunet"]], "imgutils.sd": [[66, "module-imgutils.sd"]], "sdmetadata (class in imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.SDMetaData"]], "__str__() (imgutils.sd.metadata.sdmetadata method)": [[67, "imgutils.sd.metadata.SDMetaData.__str__"]], "get_sdmeta_from_image() (in module imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.get_sdmeta_from_image"]], "imgutils.sd.metadata": [[67, "module-imgutils.sd.metadata"]], "parse_sdmeta_from_text() (in module imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.parse_sdmeta_from_text"]], "pnginfo (imgutils.sd.metadata.sdmetadata property)": [[67, "imgutils.sd.metadata.SDMetaData.pnginfo"]], "save_image_with_sdmeta() (in module imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.save_image_with_sdmeta"]], "text (imgutils.sd.metadata.sdmetadata property)": [[67, "imgutils.sd.metadata.SDMetaData.text"]], "imgutils.sd.model": [[68, "module-imgutils.sd.model"]], "read_metadata() (in module imgutils.sd.model)": [[68, "imgutils.sd.model.read_metadata"]], "save_with_metadata() (in module imgutils.sd.model)": [[68, "imgutils.sd.model.save_with_metadata"]], "naimetadata (class in imgutils.sd.nai)": [[69, "imgutils.sd.nai.NAIMetaData"], [69, "imgutils.sd.nai.NAIMetadata"]], "__init__() (imgutils.sd.nai.naimetadata method)": [[69, "imgutils.sd.nai.NAIMetaData.__init__"]], "add_naimeta_to_image() (in module imgutils.sd.nai)": [[69, "imgutils.sd.nai.add_naimeta_to_image"]], "get_naimeta_from_image() (in module imgutils.sd.nai)": [[69, "imgutils.sd.nai.get_naimeta_from_image"]], "imgutils.sd.nai": [[69, "module-imgutils.sd.nai"]], "pnginfo (imgutils.sd.nai.naimetadata property)": [[69, "imgutils.sd.nai.NAIMetaData.pnginfo"]], "save_image_with_naimeta() (in module imgutils.sd.nai)": [[69, "imgutils.sd.nai.save_image_with_naimeta"]], "imgutils.segment": [[70, "module-imgutils.segment"]], "get_isnetis_mask() (in module imgutils.segment.isnetis)": [[71, "imgutils.segment.isnetis.get_isnetis_mask"]], "imgutils.segment.isnetis": [[71, "module-imgutils.segment.isnetis"]], "segment_rgba_with_isnetis() (in module imgutils.segment.isnetis)": [[71, "imgutils.segment.isnetis.segment_rgba_with_isnetis"]], "segment_with_isnetis() (in module imgutils.segment.isnetis)": [[71, "imgutils.segment.isnetis.segment_with_isnetis"]], "drop_blacklisted_tags() (in module imgutils.tagging.blacklist)": [[72, "imgutils.tagging.blacklist.drop_blacklisted_tags"]], "imgutils.tagging.blacklist": [[72, "module-imgutils.tagging.blacklist"]], "is_blacklisted() (in module imgutils.tagging.blacklist)": [[72, "imgutils.tagging.blacklist.is_blacklisted"]], "char_prefixes (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_PREFIXES"]], "char_suffixes (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_SUFFIXES"]], "char_whitelist_prefix (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_WHITELIST_PREFIX"]], "char_whitelist_suffix (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_WHITELIST_SUFFIX"]], "char_whitelist_word (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_WHITELIST_WORD"]], "charactertagpool (class in imgutils.tagging.character)": [[73, "imgutils.tagging.character.CharacterTagPool"]], "__init__() (imgutils.tagging.character.charactertagpool method)": [[73, "imgutils.tagging.character.CharacterTagPool.__init__"]], "drop_basic_character_tags() (imgutils.tagging.character.charactertagpool method)": [[73, "imgutils.tagging.character.CharacterTagPool.drop_basic_character_tags"]], "drop_basic_character_tags() (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.drop_basic_character_tags"]], "imgutils.tagging.character": [[73, "module-imgutils.tagging.character"]], "is_basic_character_tag() (imgutils.tagging.character.charactertagpool method)": [[73, "imgutils.tagging.character.CharacterTagPool.is_basic_character_tag"]], "is_basic_character_tag() (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.is_basic_character_tag"]], "get_deepdanbooru_tags() (in module imgutils.tagging.deepdanbooru)": [[74, "imgutils.tagging.deepdanbooru.get_deepdanbooru_tags"]], "imgutils.tagging.deepdanbooru": [[74, "module-imgutils.tagging.deepdanbooru"]], "get_deepgelbooru_tags() (in module imgutils.tagging.deepgelbooru)": [[75, "imgutils.tagging.deepgelbooru.get_deepgelbooru_tags"]], "imgutils.tagging.deepgelbooru": [[75, "module-imgutils.tagging.deepgelbooru"]], "add_underline() (in module imgutils.tagging.format)": [[76, "imgutils.tagging.format.add_underline"]], "imgutils.tagging.format": [[76, "module-imgutils.tagging.format"]], "remove_underline() (in module imgutils.tagging.format)": [[76, "imgutils.tagging.format.remove_underline"]], "tags_to_text() (in module imgutils.tagging.format)": [[76, "imgutils.tagging.format.tags_to_text"]], "imgutils.tagging": [[77, "module-imgutils.tagging"]], "imgutils.tagging.match": [[78, "module-imgutils.tagging.match"]], "tag_match_full() (in module imgutils.tagging.match)": [[78, "imgutils.tagging.match.tag_match_full"]], "tag_match_prefix() (in module imgutils.tagging.match)": [[78, "imgutils.tagging.match.tag_match_prefix"]], "tag_match_suffix() (in module imgutils.tagging.match)": [[78, "imgutils.tagging.match.tag_match_suffix"]], "get_mldanbooru_tags() (in module imgutils.tagging.mldanbooru)": [[79, "imgutils.tagging.mldanbooru.get_mldanbooru_tags"]], "imgutils.tagging.mldanbooru": [[79, "module-imgutils.tagging.mldanbooru"]], "imgutils.tagging.order": [[80, "module-imgutils.tagging.order"]], "sort_tags() (in module imgutils.tagging.order)": [[80, "imgutils.tagging.order.sort_tags"]], "drop_overlap_tags() (in module imgutils.tagging.overlap)": [[81, "imgutils.tagging.overlap.drop_overlap_tags"]], "imgutils.tagging.overlap": [[81, "module-imgutils.tagging.overlap"]], "convert_wd14_emb_to_prediction() (in module imgutils.tagging.wd14)": [[82, "imgutils.tagging.wd14.convert_wd14_emb_to_prediction"]], "denormalize_wd14_emb() (in module imgutils.tagging.wd14)": [[82, "imgutils.tagging.wd14.denormalize_wd14_emb"]], "get_wd14_tags() (in module imgutils.tagging.wd14)": [[82, "imgutils.tagging.wd14.get_wd14_tags"]], "imgutils.tagging.wd14": [[82, "module-imgutils.tagging.wd14"]], "imgutils.upscale.cdc": [[83, "module-imgutils.upscale.cdc"]], "upscale_with_cdc() (in module imgutils.upscale.cdc)": [[83, "imgutils.upscale.cdc.upscale_with_cdc"]], "imgutils.upscale": [[84, "module-imgutils.upscale"]], "imgutils.utils.cache": [[85, "module-imgutils.utils.cache"]], "ts_lru_cache() (in module imgutils.utils.cache)": [[85, "imgutils.utils.cache.ts_lru_cache"]], "imgutils.utils.func": [[86, "module-imgutils.utils.func"]], "sigmoid() (in module imgutils.utils.func)": [[86, "imgutils.utils.func.sigmoid"]], "imgutils.utils": [[87, "module-imgutils.utils"]], "get_onnx_provider() (in module imgutils.utils.onnxruntime)": [[88, "imgutils.utils.onnxruntime.get_onnx_provider"]], "imgutils.utils.onnxruntime": [[88, "module-imgutils.utils.onnxruntime"]], "open_onnx_model() (in module imgutils.utils.onnxruntime)": [[88, "imgutils.utils.onnxruntime.open_onnx_model"]], "get_ai_created_score() (in module imgutils.validate.aicheck)": [[89, "imgutils.validate.aicheck.get_ai_created_score"]], "imgutils.validate.aicheck": [[89, "module-imgutils.validate.aicheck"]], "is_ai_created() (in module imgutils.validate.aicheck)": [[89, "imgutils.validate.aicheck.is_ai_created"]], "anime_bangumi_char() (in module imgutils.validate.bangumi_char)": [[90, "imgutils.validate.bangumi_char.anime_bangumi_char"]], "anime_bangumi_char_score() (in module imgutils.validate.bangumi_char)": [[90, "imgutils.validate.bangumi_char.anime_bangumi_char_score"]], "imgutils.validate.bangumi_char": [[90, "module-imgutils.validate.bangumi_char"]], "anime_classify() (in module imgutils.validate.classify)": [[91, "imgutils.validate.classify.anime_classify"]], "anime_classify_score() (in module imgutils.validate.classify)": [[91, "imgutils.validate.classify.anime_classify_score"]], "imgutils.validate.classify": [[91, "module-imgutils.validate.classify"]], "imgutils.validate.color": [[92, "module-imgutils.validate.color"]], "is_greyscale() (in module imgutils.validate.color)": [[92, "imgutils.validate.color.is_greyscale"]], "anime_completeness() (in module imgutils.validate.completeness)": [[93, "imgutils.validate.completeness.anime_completeness"]], "anime_completeness_score() (in module imgutils.validate.completeness)": [[93, "imgutils.validate.completeness.anime_completeness_score"]], "imgutils.validate.completeness": [[93, "module-imgutils.validate.completeness"]], "anime_dbrating() (in module imgutils.validate.dbrating)": [[94, "imgutils.validate.dbrating.anime_dbrating"]], "anime_dbrating_score() (in module imgutils.validate.dbrating)": [[94, "imgutils.validate.dbrating.anime_dbrating_score"]], "imgutils.validate.dbrating": [[94, "module-imgutils.validate.dbrating"]], "anime_furry() (in module imgutils.validate.furry)": [[95, "imgutils.validate.furry.anime_furry"]], "anime_furry_score() (in module imgutils.validate.furry)": [[95, "imgutils.validate.furry.anime_furry_score"]], "imgutils.validate.furry": [[95, "module-imgutils.validate.furry"]], "imgutils.validate": [[96, "module-imgutils.validate"]], "get_monochrome_score() (in module imgutils.validate.monochrome)": [[97, "imgutils.validate.monochrome.get_monochrome_score"]], "imgutils.validate.monochrome": [[97, "module-imgutils.validate.monochrome"]], "is_monochrome() (in module imgutils.validate.monochrome)": [[97, "imgutils.validate.monochrome.is_monochrome"]], "imgutils.validate.nsfw": [[98, "module-imgutils.validate.nsfw"]], "nsfw_pred() (in module imgutils.validate.nsfw)": [[98, "imgutils.validate.nsfw.nsfw_pred"]], "nsfw_pred_score() (in module imgutils.validate.nsfw)": [[98, "imgutils.validate.nsfw.nsfw_pred_score"]], "anime_portrait() (in module imgutils.validate.portrait)": [[99, "imgutils.validate.portrait.anime_portrait"]], "anime_portrait_score() (in module imgutils.validate.portrait)": [[99, "imgutils.validate.portrait.anime_portrait_score"]], "imgutils.validate.portrait": [[99, "module-imgutils.validate.portrait"]], "anime_rating() (in module imgutils.validate.rating)": [[100, "imgutils.validate.rating.anime_rating"]], "anime_rating_score() (in module imgutils.validate.rating)": [[100, "imgutils.validate.rating.anime_rating_score"]], "imgutils.validate.rating": [[100, "module-imgutils.validate.rating"]], "anime_real() (in module imgutils.validate.real)": [[101, "imgutils.validate.real.anime_real"]], "anime_real_score() (in module imgutils.validate.real)": [[101, "imgutils.validate.real.anime_real_score"]], "imgutils.validate.real": [[101, "module-imgutils.validate.real"]], "imgutils.validate.safe": [[102, "module-imgutils.validate.safe"]], "safe_check() (in module imgutils.validate.safe)": [[102, "imgutils.validate.safe.safe_check"]], "safe_check_score() (in module imgutils.validate.safe)": [[102, "imgutils.validate.safe.safe_check_score"]], "anime_style_age() (in module imgutils.validate.style_age)": [[103, "imgutils.validate.style_age.anime_style_age"]], "anime_style_age_score() (in module imgutils.validate.style_age)": [[103, "imgutils.validate.style_age.anime_style_age_score"]], "imgutils.validate.style_age": [[103, "module-imgutils.validate.style_age"]], "anime_teen() (in module imgutils.validate.teen)": [[104, "imgutils.validate.teen.anime_teen"]], "anime_teen_score() (in module imgutils.validate.teen)": [[104, "imgutils.validate.teen.anime_teen_score"]], "imgutils.validate.teen": [[104, "module-imgutils.validate.teen"]], "imgutils.validate.truncate": [[105, "module-imgutils.validate.truncate"]], "is_truncated_file() (in module imgutils.validate.truncate)": [[105, "imgutils.validate.truncate.is_truncated_file"]]}}) \ No newline at end of file +Search.setIndex({"docnames": ["api_doc/ascii/drawing", "api_doc/ascii/index", "api_doc/config/index", "api_doc/config/meta", "api_doc/data/background", "api_doc/data/blob", "api_doc/data/decode", "api_doc/data/encode", "api_doc/data/image", "api_doc/data/index", "api_doc/data/layer", "api_doc/data/url", "api_doc/detect/booru_yolo", "api_doc/detect/censor", "api_doc/detect/eye", "api_doc/detect/face", "api_doc/detect/halfbody", "api_doc/detect/hand", "api_doc/detect/head", "api_doc/detect/index", "api_doc/detect/nudenet", "api_doc/detect/person", "api_doc/detect/similarity", "api_doc/detect/text", "api_doc/detect/visual", "api_doc/edge/canny", "api_doc/edge/index", "api_doc/edge/lineart", "api_doc/edge/lineart_anime", "api_doc/generic/classify", "api_doc/generic/clip", "api_doc/generic/enhance", "api_doc/generic/index", "api_doc/generic/siglip", "api_doc/generic/yolo", "api_doc/metadata/geninfo", "api_doc/metadata/index", "api_doc/metadata/lsb", "api_doc/metrics/aesthetic", "api_doc/metrics/ccip", "api_doc/metrics/dbaesthetic", "api_doc/metrics/index", "api_doc/metrics/laplacian", "api_doc/metrics/lpips", "api_doc/metrics/psnr_", "api_doc/ocr/index", "api_doc/operate/align", "api_doc/operate/censor", "api_doc/operate/imgcensor", "api_doc/operate/index", "api_doc/operate/squeeze", "api_doc/pose/dwpose", "api_doc/pose/format", "api_doc/pose/index", "api_doc/pose/visual", "api_doc/preprocess/base", "api_doc/preprocess/index", "api_doc/preprocess/pillow", "api_doc/preprocess/torchvision", "api_doc/preprocess/transformers", "api_doc/resource/background", "api_doc/resource/index", "api_doc/restore/adversarial", "api_doc/restore/index", "api_doc/restore/nafnet", "api_doc/restore/scunet", "api_doc/sd/index", "api_doc/sd/metadata", "api_doc/sd/model", "api_doc/sd/nai", "api_doc/segment/index", "api_doc/segment/isnetis", "api_doc/tagging/blacklist", "api_doc/tagging/character", "api_doc/tagging/deepdanbooru", "api_doc/tagging/deepgelbooru", "api_doc/tagging/format", "api_doc/tagging/index", "api_doc/tagging/match", "api_doc/tagging/mldanbooru", "api_doc/tagging/order", "api_doc/tagging/overlap", "api_doc/tagging/wd14", "api_doc/upscale/cdc", "api_doc/upscale/index", "api_doc/utils/cache", "api_doc/utils/func", "api_doc/utils/index", "api_doc/utils/onnxruntime", "api_doc/validate/aicheck", "api_doc/validate/bangumi_char", "api_doc/validate/classify", "api_doc/validate/color", "api_doc/validate/completeness", "api_doc/validate/dbrating", "api_doc/validate/furry", "api_doc/validate/index", "api_doc/validate/monochrome", "api_doc/validate/nsfw", "api_doc/validate/portrait", "api_doc/validate/rating", "api_doc/validate/real", "api_doc/validate/safe", "api_doc/validate/style_age", "api_doc/validate/teen", "api_doc/validate/truncate", "index", "information/environment", "information/environment.result", "tutorials/installation/index", "tutorials/quick_start/index"], "filenames": ["api_doc/ascii/drawing.rst", "api_doc/ascii/index.rst", "api_doc/config/index.rst", "api_doc/config/meta.rst", "api_doc/data/background.rst", "api_doc/data/blob.rst", "api_doc/data/decode.rst", "api_doc/data/encode.rst", "api_doc/data/image.rst", "api_doc/data/index.rst", "api_doc/data/layer.rst", "api_doc/data/url.rst", "api_doc/detect/booru_yolo.rst", "api_doc/detect/censor.rst", "api_doc/detect/eye.rst", "api_doc/detect/face.rst", "api_doc/detect/halfbody.rst", "api_doc/detect/hand.rst", "api_doc/detect/head.rst", "api_doc/detect/index.rst", "api_doc/detect/nudenet.rst", "api_doc/detect/person.rst", "api_doc/detect/similarity.rst", "api_doc/detect/text.rst", "api_doc/detect/visual.rst", "api_doc/edge/canny.rst", "api_doc/edge/index.rst", "api_doc/edge/lineart.rst", "api_doc/edge/lineart_anime.rst", "api_doc/generic/classify.rst", "api_doc/generic/clip.rst", "api_doc/generic/enhance.rst", "api_doc/generic/index.rst", "api_doc/generic/siglip.rst", "api_doc/generic/yolo.rst", "api_doc/metadata/geninfo.rst", "api_doc/metadata/index.rst", "api_doc/metadata/lsb.rst", "api_doc/metrics/aesthetic.rst", "api_doc/metrics/ccip.rst", "api_doc/metrics/dbaesthetic.rst", "api_doc/metrics/index.rst", "api_doc/metrics/laplacian.rst", "api_doc/metrics/lpips.rst", "api_doc/metrics/psnr_.rst", "api_doc/ocr/index.rst", "api_doc/operate/align.rst", "api_doc/operate/censor.rst", "api_doc/operate/imgcensor.rst", "api_doc/operate/index.rst", "api_doc/operate/squeeze.rst", "api_doc/pose/dwpose.rst", "api_doc/pose/format.rst", "api_doc/pose/index.rst", "api_doc/pose/visual.rst", "api_doc/preprocess/base.rst", "api_doc/preprocess/index.rst", "api_doc/preprocess/pillow.rst", "api_doc/preprocess/torchvision.rst", "api_doc/preprocess/transformers.rst", "api_doc/resource/background.rst", "api_doc/resource/index.rst", "api_doc/restore/adversarial.rst", "api_doc/restore/index.rst", "api_doc/restore/nafnet.rst", "api_doc/restore/scunet.rst", "api_doc/sd/index.rst", "api_doc/sd/metadata.rst", "api_doc/sd/model.rst", "api_doc/sd/nai.rst", "api_doc/segment/index.rst", "api_doc/segment/isnetis.rst", "api_doc/tagging/blacklist.rst", "api_doc/tagging/character.rst", "api_doc/tagging/deepdanbooru.rst", "api_doc/tagging/deepgelbooru.rst", "api_doc/tagging/format.rst", "api_doc/tagging/index.rst", "api_doc/tagging/match.rst", "api_doc/tagging/mldanbooru.rst", "api_doc/tagging/order.rst", "api_doc/tagging/overlap.rst", "api_doc/tagging/wd14.rst", "api_doc/upscale/cdc.rst", "api_doc/upscale/index.rst", "api_doc/utils/cache.rst", "api_doc/utils/func.rst", "api_doc/utils/index.rst", "api_doc/utils/onnxruntime.rst", "api_doc/validate/aicheck.rst", "api_doc/validate/bangumi_char.rst", "api_doc/validate/classify.rst", "api_doc/validate/color.rst", "api_doc/validate/completeness.rst", "api_doc/validate/dbrating.rst", "api_doc/validate/furry.rst", "api_doc/validate/index.rst", "api_doc/validate/monochrome.rst", "api_doc/validate/nsfw.rst", "api_doc/validate/portrait.rst", "api_doc/validate/rating.rst", "api_doc/validate/real.rst", "api_doc/validate/safe.rst", "api_doc/validate/style_age.rst", "api_doc/validate/teen.rst", "api_doc/validate/truncate.rst", "index.rst", "information/environment.ipynb", "information/environment.result.ipynb", "tutorials/installation/index.rst", "tutorials/quick_start/index.rst"], "titles": ["imgutils.ascii.drawing", "imgutils.ascii", "imgutils.config", "imgutils.config.meta", "imgutils.data.background", "imgutils.data.blob", "imgutils.data.decode", "imgutils.data.encode", "imgutils.data.image", "imgutils.data", "imgutils.data.layer", "imgutils.data.url", "imgutils.detect.booru_yolo", "imgutils.detect.censor", "imgutils.detect.eye", "imgutils.detect.face", "imgutils.detect.halfbody", "imgutils.detect.hand", "imgutils.detect.head", "imgutils.detect", "imgutils.detect.nudenet", "imgutils.detect.person", "imgutils.detect.similarity", "imgutils.detect.text", "imgutils.detect.visual", "imgutils.edge.canny", "imgutils.edge", "imgutils.edge.lineart", "imgutils.edge.lineart_anime", "imgutils.generic.classify", "imgutils.generic.clip", "imgutils.generic.enhance", "imgutils.generic", "imgutils.generic.siglip", "imgutils.generic.yolo", "imgutils.metadata.geninfo", "imgutils.metadata", "imgutils.metadata.lsb", "imgutils.metrics.aesthetic", "imgutils.metrics.ccip", "imgutils.metrics.dbaesthetic", "imgutils.metrics", "imgutils.metrics.laplacian", "imgutils.metrics.lpips", "imgutils.metrics.psnr_", "imgutils.ocr", "imgutils.operate.align", "imgutils.operate.censor_", "imgutils.operate.imgcensor", "imgutils.operate", "imgutils.operate.squeeze", "imgutils.pose.dwpose", "imgutils.pose.format", "imgutils.pose", "imgutils.pose.visual", "imgutils.preprocess.base", "imgutils.preprocess", "imgutils.preprocess.pillow", "imgutils.preprocess.torchvision", "imgutils.preprocess.transformers", "imgutils.resource.background", "imgutils.resource", "imgutils.restore.adversarial", "imgutils.restore", "imgutils.restore.nafnet", "imgutils.restore.scunet", "imgutils.sd", "imgutils.sd.metadata", "imgutils.sd.model", "imgutils.sd.nai", "imgutils.segment", "imgutils.segment.isnetis", "imgutils.tagging.blacklist", "imgutils.tagging.character", "imgutils.tagging.deepdanbooru", "imgutils.tagging.deepgelbooru", "imgutils.tagging.format", "imgutils.tagging", "imgutils.tagging.match", "imgutils.tagging.mldanbooru", "imgutils.tagging.order", "imgutils.tagging.overlap", "imgutils.tagging.wd14", "imgutils.upscale.cdc", "imgutils.upscale", "imgutils.utils.cache", "imgutils.utils.func", "imgutils.utils", "imgutils.utils.onnxruntime", "imgutils.validate.aicheck", "imgutils.validate.bangumi_char", "imgutils.validate.classify", "imgutils.validate.color", "imgutils.validate.completeness", "imgutils.validate.dbrating", "imgutils.validate.furry", "imgutils.validate", "imgutils.validate.monochrome", "imgutils.validate.nsfw", "imgutils.validate.portrait", "imgutils.validate.rating", "imgutils.validate.real", "imgutils.validate.safe", "imgutils.validate.style_age", "imgutils.validate.teen", "imgutils.validate.truncate", "Welcome to imgutils\u2019s Documentation", "Run Environment Information", "Run Environment Information", "Installation", "Quick Start"], "terms": {"img": [0, 5, 8, 29, 62, 67], "str": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 54, 57, 58, 59, 60, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "pathlik": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "byte": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 52, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "bytearrai": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 52, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "binaryio": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "imag": [0, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 53, 54, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 69, 70, 71, 74, 75, 76, 77, 79, 82, 83, 84, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 109], "max_width": 0, "int": [0, 4, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 27, 28, 29, 30, 33, 34, 37, 39, 43, 45, 46, 47, 48, 50, 51, 52, 54, 59, 60, 62, 64, 65, 71, 79, 83, 102], "none": [0, 4, 8, 10, 11, 13, 14, 15, 16, 17, 18, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 39, 47, 50, 51, 54, 57, 58, 59, 60, 67, 69, 72, 73, 88], "ellipsi": 0, "max_height": 0, "resampl": [0, 59], "2": [0, 8, 12, 22, 23, 38, 39, 40, 43, 45, 52, 59, 62, 67, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "level": [0, 13, 14, 15, 16, 17, 18, 21, 33, 34, 38, 47, 60, 74, 94], "aspect": [0, 24, 34, 46], "float": [0, 7, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 34, 39, 40, 42, 43, 44, 45, 47, 48, 50, 52, 54, 59, 60, 62, 69, 72, 73, 74, 75, 76, 79, 80, 81, 82, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "1": [0, 10, 12, 20, 21, 22, 38, 39, 40, 43, 45, 52, 59, 60, 62, 67, 68, 72, 73, 74, 75, 80, 82, 83, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108, 109], "8": [0, 12, 22, 37, 39, 43, 47, 52, 59, 62, 67, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 107, 108, 109], "sourc": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 54, 55, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "gener": [0, 4, 12, 15, 21, 35, 36, 66, 67, 69, 75, 79, 82, 87, 94, 106], "art": [0, 67], "base": [0, 18, 21, 22, 29, 30, 33, 34, 39, 40, 42, 43, 46, 47, 48, 50, 52, 54, 56, 57, 59, 60, 69, 71, 74, 75, 79, 80, 81, 82, 90, 94, 98, 100, 106], "given": [0, 6, 7, 8, 10, 11, 14, 15, 17, 18, 19, 20, 23, 25, 27, 28, 29, 30, 33, 37, 39, 42, 46, 48, 52, 55, 59, 67, 69, 72, 73, 78, 81, 82, 89, 91, 94, 97, 98, 100, 104], "paramet": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "imagetyp": [0, 5, 12, 13, 14, 15, 16, 17, 18, 21, 23, 24, 29, 31, 34, 35, 37, 39, 40, 42, 45, 47, 50, 51, 54, 64, 65, 67, 69, 75, 82, 83, 90, 93, 95, 98, 99, 101, 102, 103], "The": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 29, 30, 31, 33, 34, 35, 36, 37, 39, 40, 42, 45, 46, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 63, 64, 65, 67, 68, 69, 71, 73, 74, 75, 76, 78, 79, 80, 82, 83, 85, 86, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 109], "input": [0, 5, 12, 13, 14, 15, 16, 18, 20, 21, 23, 24, 29, 30, 31, 33, 34, 35, 37, 39, 40, 42, 45, 46, 47, 48, 50, 51, 54, 57, 59, 62, 64, 65, 67, 69, 72, 73, 75, 76, 78, 80, 82, 83, 86, 90, 93, 95, 98, 99, 101, 103], "option": [0, 4, 11, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 24, 29, 30, 33, 34, 35, 39, 45, 47, 50, 51, 54, 59, 60, 62, 67, 68, 69, 72, 73, 80, 85], "maximum": [0, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 34, 39, 45, 46, 47, 59, 62, 85, 102], "width": [0, 4, 10, 48, 59, 60, 79], "If": [0, 5, 8, 10, 11, 13, 14, 15, 16, 17, 18, 21, 22, 24, 29, 30, 33, 34, 35, 37, 39, 45, 47, 50, 52, 54, 57, 58, 59, 62, 64, 65, 67, 68, 69, 72, 73, 80, 82, 88, 89, 90, 91, 94, 97, 100, 104], "set": [0, 12, 24, 29, 30, 34, 39, 50, 52, 54, 59, 82, 88, 91, 94, 100, 104, 105], "automat": [0, 4, 30, 33, 39, 50, 88, 107, 108], "determin": [0, 8, 39, 98], "termin": 0, "size": [0, 4, 6, 7, 10, 11, 23, 24, 25, 27, 28, 39, 46, 48, 50, 54, 57, 58, 59, 60, 62, 64, 65, 67, 71, 79, 83, 84, 102, 107, 108], "height": [0, 4, 10, 48, 59, 60, 79], "filter": [0, 34, 50, 59, 62, 72, 73, 94, 96, 100], "us": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 43, 45, 47, 48, 50, 51, 54, 55, 57, 59, 62, 63, 64, 65, 67, 68, 69, 72, 74, 75, 76, 79, 82, 83, 85, 86, 88, 89, 90, 91, 94, 96, 97, 98, 100, 104], "when": [0, 7, 10, 12, 23, 25, 27, 28, 29, 30, 37, 39, 43, 47, 48, 52, 55, 59, 64, 67, 69, 71, 79, 83, 85, 88, 89, 105], "resiz": [0, 23, 24, 34, 46, 54, 57, 58, 59, 67, 79], "charact": [0, 39, 45, 54, 70, 71, 74, 75, 76, 77, 82, 90, 106], "repres": [0, 7, 10, 12, 13, 14, 15, 22, 39, 43, 47, 50, 52, 69, 71, 80, 89, 98, 105], "differ": [0, 8, 14, 15, 16, 17, 18, 21, 22, 30, 35, 36, 37, 39, 43, 44, 51, 52, 58, 59, 90, 95, 99, 101, 103, 107, 108], "intens": 0, "proport": [0, 90], "correct": [0, 37], "output": [0, 24, 29, 30, 33, 40, 54, 67, 68, 75, 80, 82, 109], "which": [0, 4, 10, 22, 23, 25, 27, 28, 33, 35, 39, 43, 48, 57, 59, 60, 63, 67, 68, 69, 71, 72, 75, 79, 85, 86, 88, 89, 91, 96, 97, 98, 105, 106, 107, 108, 109], "should": [0, 3, 10, 24, 39, 43, 47, 48, 50, 59, 71, 82, 109], "approxim": 0, "ratio": [0, 24, 34, 45, 46, 48, 79], "your": [0, 50, 64, 105, 107, 108, 109], "thi": [0, 3, 4, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 45, 47, 48, 50, 51, 52, 54, 55, 57, 58, 59, 62, 64, 65, 66, 67, 68, 69, 70, 74, 77, 81, 82, 83, 85, 86, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 107, 108], "valu": [0, 4, 8, 10, 13, 17, 18, 21, 22, 37, 39, 43, 47, 50, 52, 57, 58, 59, 68, 74, 79, 86, 89, 97, 105], "ensur": [0, 30, 34, 39, 46, 59, 64, 67, 85], "i": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 45, 47, 48, 50, 51, 52, 54, 55, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 79, 80, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109], "close": [0, 48, 67], "possibl": [0, 23, 30, 39, 48], "origin": [0, 4, 6, 8, 20, 25, 27, 28, 37, 38, 44, 47, 48, 50, 54, 71, 74, 76, 79, 80, 98], "default": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 25, 27, 28, 29, 30, 33, 34, 39, 40, 42, 43, 45, 47, 48, 50, 52, 54, 59, 60, 64, 65, 68, 71, 72, 73, 74, 76, 79, 82, 83, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "return": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 98, 99, 100, 101, 102, 103, 104, 105], "represent": [0, 22, 39, 57, 58, 67], "type": [0, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 24, 29, 30, 31, 33, 34, 35, 37, 39, 40, 42, 45, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 72, 73, 76, 78, 80, 81, 82, 83, 85, 86, 90, 93, 94, 95, 98, 99, 100, 101, 102, 103], "exampl": [0, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 34, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 57, 58, 59, 60, 62, 67, 71, 72, 73, 74, 75, 76, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 105], "here": [0, 12, 20, 26, 39, 43, 44, 67, 72, 74, 75, 79, 82, 83, 90, 92, 105, 107, 108], "an": [0, 4, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 52, 54, 57, 59, 62, 64, 65, 67, 69, 70, 71, 73, 74, 75, 77, 80, 82, 83, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "jerri": 0, "from": [0, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 27, 28, 29, 33, 34, 35, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 57, 58, 59, 60, 62, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 79, 80, 81, 82, 83, 85, 86, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 107, 108, 109], "import": [0, 6, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 21, 24, 34, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 57, 58, 59, 60, 62, 67, 71, 72, 73, 74, 75, 76, 79, 80, 81, 82, 83, 85, 86, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 105, 107, 108, 109], "print": [0, 5, 12, 17, 18, 21, 22, 34, 67, 68, 107, 108, 109], "png": [0, 5, 8, 10, 13, 24, 35, 37, 42, 47, 48, 50, 62, 67, 69, 71, 82, 83, 92, 105], "draw": [1, 24, 26, 27, 54, 98, 106], "ascii_draw": 1, "meta": [2, 106, 109], "__title__": [2, 109], "__version__": [2, 109], "__description__": [2, 109], "__author__": [2, 109], "__author_email__": 2, "overview": [3, 4, 6, 7, 9, 10, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 26, 27, 28, 31, 32, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 50, 51, 53, 59, 60, 61, 62, 63, 64, 65, 66, 67, 70, 71, 72, 73, 74, 75, 76, 77, 79, 82, 83, 84, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105], "inform": [3, 30, 33, 34, 35, 36, 37, 54, 67, 69, 81], "packag": 3, "titl": [3, 69], "project": [3, 20, 74, 82, 105], "version": [3, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 34, 38, 47, 64, 65, 67, 68, 85, 91, 106, 109], "short": [3, 75, 79, 82], "descript": [3, 20, 29, 33, 69], "includ": [3, 5, 8, 11, 12, 13, 20, 21, 22, 24, 29, 30, 31, 33, 34, 35, 36, 51, 52, 58, 59, 66, 67, 68, 69, 75, 82, 86, 90, 98], "setup": 3, "py": [3, 71], "author": [3, 68], "email": 3, "step": [4, 48, 59, 67], "forecolor": [4, 25, 27, 28], "lightgrei": 4, "backcolor": [4, 25, 27, 28], "white": [4, 8, 25, 27, 28, 30, 59, 67, 71], "creat": [4, 29, 30, 33, 34, 35, 47, 57, 58, 59, 67, 69, 73, 89], "black": [4, 47, 67], "squar": [4, 59], "can": [4, 5, 8, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 24, 26, 30, 33, 35, 37, 39, 43, 47, 51, 52, 57, 59, 67, 68, 69, 75, 80, 82, 88, 90, 96, 97, 106, 109], "complement": 4, "transpar": [4, 8, 10, 25, 27, 28, 48, 50, 71, 83], "area": [4, 10, 12, 22, 23, 47, 48], "grid": 4, "pixel": [4, 24, 37, 47, 48, 50, 59, 62, 67, 71, 97], "mean": [4, 20, 22, 23, 25, 27, 28, 29, 39, 42, 43, 48, 52, 57, 58, 59, 88, 91, 109], "function": [4, 7, 8, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 35, 36, 37, 39, 42, 45, 47, 48, 50, 51, 54, 57, 58, 59, 62, 64, 66, 67, 68, 69, 81, 82, 83, 85, 86, 90, 94, 98, 100, 105], "suitabl": [4, 57, 59, 74, 98], "color": [4, 8, 10, 25, 27, 28, 47, 62, 67, 71, 96, 97, 106], "fore": [4, 25, 27, 28], "back": [4, 82], "A": [4, 5, 8, 13, 14, 15, 16, 17, 18, 20, 21, 25, 27, 28, 29, 34, 37, 38, 39, 40, 45, 46, 47, 48, 50, 57, 59, 60, 67, 68, 69, 73, 76, 81, 85, 88, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 102, 103, 104, 109], "rgba": [4, 8, 31, 37, 64, 65, 71, 83], "contain": [4, 5, 10, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 29, 30, 33, 34, 39, 40, 52, 54, 59, 64, 67, 68, 69, 75, 79, 82, 91, 94, 100, 102, 104], "add": [4, 35, 68, 69, 76], "rgb": [4, 6, 7, 8, 30, 31, 47, 59, 60, 67, 71, 83], "In": [4, 27, 39, 90, 91], "document": [4, 107, 108, 109], "accur": [4, 13, 21, 94, 100], "present": [4, 35, 69, 74], "state": [4, 33], "shown": [4, 70], "follow": [4, 29, 39, 52, 58, 59, 63, 68, 69, 75, 82, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104, 109], "figur": 4, "modul": [5, 8, 11, 12, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 35, 36, 37, 57, 58, 66, 68, 69, 70, 82, 85, 86, 94, 100, 106], "provid": [5, 8, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 31, 33, 34, 35, 36, 37, 39, 47, 50, 52, 54, 57, 58, 59, 66, 67, 68, 69, 79, 80, 82, 85, 86, 88, 94, 100], "util": [5, 8, 11, 20, 21, 29, 32, 34, 43, 46, 50, 53, 57, 58, 63, 66, 68, 74, 75, 79, 82, 106], "handl": [5, 8, 11, 29, 30, 33, 34, 36, 37, 55, 58, 59, 66, 69], "url": [5, 9, 13, 16, 18, 30, 37, 67, 106], "convers": [5, 8, 34, 58, 59], "between": [5, 14, 15, 21, 22, 29, 30, 33, 39, 43, 44, 48, 58, 64, 65, 73, 79, 83, 86], "valid": [5, 11, 47, 48, 52, 59, 106], "format": [5, 8, 10, 25, 27, 28, 29, 30, 33, 34, 35, 36, 37, 40, 47, 50, 51, 53, 57, 59, 67, 68, 69, 75, 77, 82, 98, 106], "support": [5, 6, 8, 11, 14, 15, 16, 18, 21, 29, 33, 34, 35, 48, 54, 57, 58, 59, 64, 65, 67, 68, 69, 82, 83], "convert": [5, 8, 30, 35, 37, 39, 52, 57, 58, 59, 69, 82, 98], "specifi": [5, 8, 22, 23, 24, 29, 30, 33, 34, 39, 47, 48, 50, 59, 67, 68, 69, 73, 75, 80, 82, 85], "load": [5, 8, 13, 14, 17, 18, 29, 30, 33, 34, 35, 37, 67, 82, 88], "variou": [5, 8, 14, 15, 17, 21, 22, 24, 29, 31, 33, 34, 36, 59, 67, 69, 86, 109], "mime": 5, "jpg": [5, 6, 7, 8, 11, 12, 14, 15, 16, 17, 18, 21, 24, 29, 34, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 51, 60, 71, 74, 75, 79, 82, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 105], "save_kwarg": 5, "string": [5, 13, 15, 16, 20, 37, 52, 67, 68, 76, 88, 105], "pil": [5, 6, 7, 8, 10, 11, 17, 24, 30, 34, 43, 46, 47, 48, 50, 57, 59, 60, 62, 67, 75, 83, 92, 97], "numpi": [5, 6, 10, 24, 30, 33, 37, 39, 50, 52, 82, 86], "arrai": [5, 10, 24, 30, 37, 39, 43, 50, 52, 82, 86], "file": [5, 8, 10, 11, 12, 13, 16, 18, 24, 35, 37, 43, 60, 66, 67, 68, 69, 88, 97, 105, 106], "path": [5, 8, 10, 12, 13, 16, 18, 24, 30, 34, 37, 60, 67, 68, 69, 75, 92, 97, 105], "desir": [5, 60], "addit": [5, 11, 29, 30, 33, 34, 35, 47, 48, 58, 67, 69], "keyword": [5, 11, 29, 30, 33, 34, 35, 47, 48, 67, 69, 85], "argument": [5, 11, 29, 30, 33, 34, 35, 47, 48, 51, 52, 67, 69, 73, 75, 82, 85], "pass": [5, 11, 27, 28, 29, 30, 33, 34, 35, 47, 48, 67, 71, 79, 83, 85], "save": [5, 10, 24, 35, 62, 67, 68, 69, 71], "encod": [5, 6, 9, 29, 30, 33, 37, 69, 106], "open": [5, 6, 7, 8, 10, 12, 17, 29, 34, 46, 47, 48, 50, 62, 67, 68, 83, 88], "test": [5, 43, 83, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104], "blob_url": 5, "qualiti": [5, 23, 40, 61, 67, 82, 83], "95": [5, 34, 59, 72, 73, 80], "base64": 5, "pre": [5, 13, 15, 18, 30, 33, 40], "object": [5, 6, 8, 10, 11, 12, 18, 22, 24, 34, 35, 37, 43, 47, 51, 54, 55, 58, 59, 60, 67, 69, 74, 75, 88, 91, 92, 94, 97, 100, 104], "rais": [5, 8, 11, 13, 14, 16, 17, 18, 21, 22, 29, 33, 34, 37, 47, 50, 52, 55, 57, 58, 59, 62, 67, 68, 69, 72, 73, 80], "valueerror": [5, 11, 13, 16, 18, 21, 22, 29, 33, 37, 50, 59, 69, 80], "unsupport": [5, 45, 58, 59, 80], "method": [5, 11, 29, 30, 31, 33, 34, 36, 37, 39, 47, 59, 94, 100], "warn": 5, "userwarn": 5, "doesn": [5, 37, 73], "t": [5, 37, 73], "match": [5, 22, 33, 37, 50, 59, 73, 77, 106], "actual": [5, 18, 21, 45], "invalid": [5, 13, 16, 18, 21, 29, 33, 35, 59], "show": [5, 11, 13, 14, 15, 16, 51], "bool": [5, 7, 8, 11, 24, 27, 34, 39, 45, 47, 50, 51, 54, 59, 64, 65, 68, 69, 72, 73, 74, 75, 76, 78, 79, 82, 83, 89, 97, 105], "effici": [5, 20, 23, 30, 68, 86], "without": [5, 34, 62, 67, 72, 73, 81], "content": [5, 11, 12, 27, 45, 70], "true": [5, 7, 8, 11, 24, 34, 39, 47, 48, 51, 54, 57, 58, 59, 64, 65, 68, 69, 72, 73, 76, 78, 82, 89, 92, 97, 105], "fals": [5, 6, 7, 8, 11, 24, 27, 34, 39, 45, 47, 59, 64, 65, 67, 68, 69, 72, 73, 74, 75, 76, 78, 79, 82, 83, 89, 92, 97, 105], "otherwis": [5, 8, 11, 35, 39, 59, 64, 65, 69, 72, 73, 78, 83, 88], "abc": 5, "svg": 5, "xml": 5, "jpeg": [5, 63, 67, 92, 105], "text": [5, 19, 24, 30, 33, 45, 67, 76, 78, 106], "plain": 5, "hello": 5, "order_": [6, 7], "chw": [6, 7], "both": [6, 13, 22, 30, 33, 45, 57, 68, 82], "np": [6, 7, 10, 29, 30, 33, 37, 39, 48, 50, 52, 82, 86], "uint8": [6, 7], "float32": [6, 7, 10, 25, 27, 28, 39], "ar": [6, 10, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 29, 30, 33, 34, 35, 39, 42, 43, 44, 45, 47, 52, 55, 58, 59, 60, 63, 67, 68, 69, 72, 73, 74, 75, 79, 80, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 99, 100, 101, 102, 103, 104, 105], "order": [6, 7, 59, 76, 77, 106], "rgb_encod": [6, 9], "custom_imag": [6, 7], "data_cwh": 6, "cwh": 6, "data_int": 6, "use_float": [6, 7], "mode": [6, 7, 8, 22, 34, 37, 58, 60, 67, 80, 83, 88], "1606x1870": [6, 7], "0x7fb9b89bbdc0": 6, "0x7fb9b89bbe50": 6, "0x7fb9b89bbdf0": 6, "invers": 6, "oper": [6, 30, 33, 38, 39, 40, 42, 43, 59, 68, 106], "ndarrai": [7, 10, 29, 30, 33, 37, 39, 43, 48, 50, 52, 82, 86], "channel": [7, 8, 31, 59, 64, 65, 83], "jpegimageplugin": [7, 60], "jpegimagefil": [7, 60], "0x7f9ec37389d0": 7, "shape": [7, 39, 43, 50, 71, 82], "dtype": [7, 39], "3": [7, 10, 12, 13, 14, 15, 21, 22, 39, 40, 43, 45, 47, 52, 54, 59, 62, 67, 75, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108, 109], "1870": 7, "1606": 7, "whc": 7, "": [7, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 29, 34, 35, 37, 45, 47, 57, 59, 67, 82, 85, 93], "result": [7, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 37, 40, 43, 45, 47, 48, 50, 51, 71, 74, 75, 82, 86, 93, 94, 100], "same": [7, 8, 39, 44, 82, 85], "torchvis": [7, 56, 106], "transform": [7, 8, 55, 56, 57, 58, 76, 106], "to_tensor": [7, 57, 58], "process": [8, 9, 11, 13, 14, 16, 17, 22, 31, 34, 36, 37, 39, 57, 59, 62, 64, 65, 66, 73, 82, 109], "manipul": [8, 66], "python": [8, 37, 62, 85, 107, 108, 109], "librari": [8, 34, 57, 59, 62, 109], "It": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 35, 36, 47, 48, 50, 54, 57, 58, 66, 68, 69, 82, 85, 86, 98, 109], "multipl": [8, 10, 16, 30, 33, 37, 39, 43, 67], "ad": [8, 12, 59, 68, 69, 76], "background": [8, 9, 25, 27, 28, 30, 61, 67, 71, 106], "check": [8, 11, 37, 42, 68, 72, 73, 78, 89, 92, 102, 105, 109], "alpha": [8, 31, 64, 65], "design": [8, 22, 29, 33, 35, 36], "simplifi": [8, 90], "common": [8, 58], "relat": [8, 12, 14, 17, 66, 73, 86], "task": [8, 21, 22, 33, 36, 47, 57], "applic": [8, 57, 74, 79, 98], "kei": [8, 18, 22, 30, 59, 68, 75, 82], "featur": [8, 13, 18, 30, 32, 33, 39, 43, 69, 71, 74, 75, 76, 82, 90], "binari": [8, 86], "like": [8, 12, 19, 24, 58, 59, 79, 85, 109], "onc": 8, "particularli": [8, 22, 29, 35, 36, 69, 85], "requir": [8, 10, 20, 21, 39, 48, 68, 69, 94, 100, 109], "preprocess": [8, 20, 29, 30, 34, 39, 64, 106], "befor": [8, 37, 39, 68, 82], "further": 8, "analysi": [8, 40], "force_background": [8, 59], "appli": [8, 15, 18, 20, 31, 39, 47, 48, 50, 57, 59, 62, 82, 86], "necessari": [8, 39, 74, 79], "ha": [8, 23, 45, 58, 83, 98, 107, 108], "4": [8, 12, 15, 17, 18, 22, 37, 38, 39, 40, 43, 47, 52, 62, 64, 65, 67, 75, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108], "avoid": [8, 74], "anomali": 8, "dure": [8, 29, 37, 76, 97, 105], "subsequ": [8, 30, 47], "union": [8, 13, 14, 15, 16, 17, 18, 21, 22, 30, 33, 37, 39, 47, 52, 57, 59, 67, 69, 72, 73, 80], "retain": 8, "typeerror": [8, 52, 57, 58, 59, 72, 73, 80], "isinst": 8, "list": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 39, 43, 45, 47, 48, 51, 54, 57, 58, 59, 60, 72, 73, 80, 81, 82, 89, 91, 94, 100, 104], "tupl": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 39, 40, 43, 45, 47, 48, 51, 59, 82, 90, 91, 93, 94, 95, 98, 99, 100, 101, 102, 103, 104], "take": [8, 54, 59], "singl": [8, 16, 33, 37, 39, 58, 59, 76, 82, 86], "call": [8, 26, 67], "each": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 29, 34, 39, 43, 50, 57, 66, 76, 78, 82, 83, 98], "item": [8, 10, 18], "batch": [8, 64, 65, 82, 83, 102], "multiimagestyp": [8, 30, 33, 39, 48], "iter": [8, 59, 62, 73], "img_path": 8, "image1": 8, "image2": 8, "loaded_imag": 8, "len": [8, 60], "all": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 26, 29, 30, 33, 34, 38, 39, 40, 42, 43, 45, 51, 52, 62, 64, 65, 68, 70, 71, 75, 77, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "pillow": [8, 56, 106], "boolean": [8, 39], "tool": [9, 16, 24, 29, 31, 38, 39, 40, 41, 47, 62, 70, 76, 96, 98], "basic": [9, 57, 61, 73], "grid_background": 9, "grid_transpar": 9, "blob": [9, 71, 106], "to_blob_url": 9, "load_image_from_blob_url": 9, "is_valid_image_blob_url": 9, "decod": [9, 37, 106], "rgb_decod": 9, "load_imag": [9, 24, 51, 67], "has_alpha_channel": 9, "layer": [9, 86, 106], "istack": 9, "download_image_from_url": 9, "is_http_url": 9, "mai": [10, 14, 17, 39, 63, 67, 74, 79, 85, 105, 107, 108], "block": [10, 29, 33, 34], "togeth": 10, "new": [10, 23, 29, 52, 64, 65, 67, 68, 73], "similar": [10, 12, 19, 30, 33, 39, 43, 59, 79, 82, 106], "techniqu": [10, 31, 37], "p": [10, 74, 75, 79, 82], "need": [10, 16, 34, 45, 48, 85, 89, 91, 94, 97, 100, 104], "stack": [10, 82], "addition": 10, "second": [10, 22, 39, 44, 78], "element": [10, 82], "rang": [10, 39, 43, 48], "left": [10, 47, 48, 52, 86], "0": [10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 29, 30, 34, 38, 39, 40, 43, 45, 47, 48, 50, 52, 54, 57, 58, 59, 62, 67, 68, 72, 73, 74, 75, 76, 79, 80, 81, 82, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108, 109], "right": [10, 47, 52, 86], "two": [10, 22, 39, 44, 62, 78, 97], "dimension": [10, 82], "h": [10, 25, 27, 28, 50, 71], "w": [10, 25, 27, 28, 50, 71, 82], "posit": [10, 39, 47, 48, 90], "target": [10, 19, 25, 27, 28, 30, 48, 59], "By": [10, 45], "first": [10, 12, 16, 22, 34, 39, 44, 78], "howev": [10, 39], "solid": [10, 47], "pure": [10, 71], "lime": [10, 71], "nian": 10, "nian_lim": 10, "yellow": [10, 67], "5": [10, 12, 16, 21, 22, 39, 40, 43, 45, 48, 50, 52, 57, 58, 59, 60, 67, 74, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "9": [10, 12, 22, 39, 43, 52, 59, 67, 80, 89, 90, 91, 93, 94, 97, 98, 99, 100, 101, 103, 104], "nian_tran": 10, "custom": [10, 13, 14, 15, 16, 17, 18, 21, 29, 33, 34, 37, 40, 47, 48, 50, 58, 59, 67, 68, 72], "mask": [10, 25, 27, 28, 48, 50, 71], "hs1": 10, "ab": 10, "linspac": 10, "ws1": 10, "nian_mask": 10, "hxw": [10, 25, 27, 28, 50], "download": 11, "special": [11, 12], "github": [11, 51, 107, 108, 109], "hug": [11, 18, 29, 30, 33, 34, 39, 59, 82], "face": [11, 18, 19, 20, 29, 30, 33, 34, 39, 52, 54, 59, 67, 73, 82, 90, 106], "progress": [11, 64, 65, 83], "track": 11, "host": [11, 12, 15, 20, 23, 30, 39, 45, 60, 75, 83, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104, 109], "main": [11, 17, 20, 21, 24, 29, 30, 33, 34, 39, 59, 67, 69, 71, 74, 85, 109], "compon": [11, 12, 22, 29, 30, 33, 34, 85], "http": [11, 51, 71, 109], "intern": [11, 33, 55, 68], "silent": [11, 64, 65, 83], "expected_s": 11, "kwarg": [11, 12, 13, 14, 15, 16, 17, 18, 21, 29, 30, 33, 34, 35, 47, 48, 67, 69], "suppress": [11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 24, 34, 47, 83], "bar": 11, "displai": [11, 30, 33, 64, 65], "expect": [11, 37, 59], "session": 11, "get": [11, 25, 27, 28, 30, 38, 40, 60, 61, 67, 71, 74, 77, 82, 88, 90, 95, 97, 99, 101, 103], "especi": 11, "hf": 11, "request": 11, "requestexcept": 11, "fail": [11, 13], "unidentifiedimageerror": 11, "com": [11, 51, 109], "ftp": 11, "booru": 12, "yolo": [12, 18, 20, 32, 106], "aperveyev": 12, "deepgh": [12, 13, 14, 15, 16, 17, 18, 20, 23, 39, 43, 45, 60, 75, 79, 83, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104, 109], "overal": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 26, 38, 39, 40, 42, 43, 45, 51, 62, 64, 65, 70, 77, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "benchmark": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 26, 38, 39, 40, 42, 43, 45, 51, 62, 64, 65, 70, 77, 83, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "explan": 12, "No": [12, 67, 107, 108], "head": [12, 19, 24, 51, 73, 90, 99, 106], "anim": [12, 13, 14, 15, 16, 17, 18, 19, 21, 26, 28, 38, 39, 40, 42, 51, 53, 54, 60, 67, 70, 71, 73, 74, 77, 83, 90, 91, 94, 95, 99, 100, 101, 103, 104, 109], "pretti": 12, "girl": [12, 45, 73], "onli": [12, 13, 14, 15, 16, 17, 18, 21, 24, 39, 68, 73, 74, 79, 82, 97], "bust": 12, "torso": 12, "part": [12, 50, 51, 52], "collarbon": 12, "center": [12, 48, 58, 59], "pair": [12, 22, 33], "cover": [12, 20, 48, 67, 73], "breast": [12, 20, 73, 74, 75, 79, 81, 82], "boob": 12, "bra": 12, "nippl": [12, 13, 47, 67], "mostli": [12, 16], "visibl": [12, 24], "nsfw": [12, 47, 96, 106], "shld": 12, "shoulder": [12, 52], "mayb": 12, "one": [12, 33, 37, 43, 45, 59, 73, 82], "view": [12, 45], "profil": 12, "exactli": 12, "rear": 12, "exclud": 12, "sideb": 12, "uncov": 12, "other": [12, 39, 45, 59, 78, 81, 90], "visual": [12, 13, 14, 15, 16, 18, 19, 21, 39, 41, 51, 53, 82, 106], "mark": 12, "belli": [12, 20], "button": [12, 29, 75], "hip": [12, 52], "half": [12, 16, 73], "stock": 12, "line": [12, 26, 27, 54], "knee": [12, 52], "below": [12, 54, 70, 109], "6": [12, 22, 24, 39, 43, 52, 59, 62, 72, 73, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108], "nopan": 12, "panti": [12, 76], "cloth": 12, "bikini": 12, "regardless": 12, "censor": [12, 19, 47, 48, 94, 100, 106], "evid": 12, "7": [12, 13, 15, 16, 17, 18, 34, 39, 43, 45, 47, 50, 52, 59, 67, 72, 73, 79, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "butt": 12, "buttock": [12, 20], "least": [12, 36, 37, 69], "partial": 12, "behind": 12, "more": [12, 13, 32, 33, 45, 52, 57, 67, 85, 88], "less": [12, 13, 15, 21, 89], "stand": [12, 67, 74, 75, 79, 82], "sit": [12, 73], "ass": 12, "split": [12, 79], "leg": [12, 67], "wide": [12, 67], "90": 12, "degre": [12, 48], "typic": [12, 13, 30, 59], "abov": [12, 13, 14, 15, 16, 17, 18, 21, 50, 91, 94, 100, 104], "10": [12, 23, 29, 39, 43, 48, 52, 59, 62, 89, 90, 91, 94, 97, 98, 100, 101], "sprd": 12, "strongli": [12, 83], "11": [12, 39, 52, 89, 90, 91, 94, 97, 98, 100, 101], "vsplt": 12, "pose": [12, 39, 106], "12": [12, 24, 39, 47, 52, 59, 89, 90, 91, 94, 97, 98, 100, 101], "vsprd": 12, "vsplit": 12, "13": [12, 39, 52, 90, 91, 94, 98, 101, 103], "full": [12, 67], "almost": 12, "side": [12, 46, 73, 105], "usual": [12, 43], "ly": 12, "14": [12, 52, 59, 90, 91, 94, 98, 101, 109], "wing": [12, 73], "dragon": 12, "poni": 12, "15": [12, 42, 44, 52, 59, 90, 91, 94, 98, 101, 107, 108], "feral": 12, "four": [12, 13, 90], "non": [12, 13, 14, 15, 16, 17, 18, 20, 21, 34, 47, 95], "human": [12, 13, 14, 15, 16, 17, 18, 21, 51, 53, 89], "16": [12, 52, 59, 62, 64, 65, 90, 94, 98, 101], "hdrago": 12, "style": [12, 16, 21, 48, 103, 109], "17": [12, 52, 59, 98, 103], "hponi": 12, "18": [12, 20, 52, 59, 94, 98, 100, 107, 108], "hfox": 12, "cartoon": 12, "fox": 12, "dog": 12, "zootopia": 12, "nick": 12, "wild": 12, "19": [12, 52, 98], "hrabb": 12, "rabbit": 12, "judi": 12, "hopp": 12, "bunnygirl": 12, "20": [12, 29, 52, 59, 67, 98], "hcat": 12, "cat": [12, 73, 80], "catgirl": 12, "sharp": 12, "muzzl": 12, "compar": [12, 22, 33], "21": [12, 16, 52, 59, 103], "hbear": 12, "bear": 12, "22": [12, 52, 59], "jacko": 12, "memet": 12, "jack": 12, "o": [12, 67, 69, 79, 82, 94, 97, 107, 108], "contest": 12, "toward": [12, 52], "viewer": [12, 67], "23": [12, 52, 59], "jackx": 12, "sometim": 12, "24": [12, 39, 43, 52, 59, 62], "hhors": 12, "hors": 12, "implement": [12, 30, 33, 44, 85], "aa09": 12, "25": [12, 15, 20, 34, 44, 59, 103], "hbird": 12, "bird": 12, "name": [12, 13, 14, 15, 16, 17, 18, 21, 23, 29, 30, 33, 34, 39, 40, 45, 47, 52, 57, 58, 59, 74, 79, 82, 83, 89, 90, 93, 95, 98, 99, 101, 102, 103], "releas": 12, "time": [12, 69, 83], "yolov8s_pp09": 12, "2023": 12, "focus": 12, "class": [12, 14, 17, 18, 29, 30, 31, 33, 34, 37, 47, 48, 52, 55, 57, 59, 60, 66, 67, 69, 73, 90, 91, 94, 95, 99, 100, 101, 103, 104], "advanc": [12, 109], "capabl": [12, 30, 37, 45], "specif": [12, 13, 18, 29, 30, 33, 35, 37, 47, 52, 55, 57, 59, 69, 70, 90, 94, 100], "scenario": [12, 74, 79, 85], "yolov8s_pp12": 12, "2024": 12, "final": 12, "patch": 12, "continu": 12, "focu": [12, 67], "enhanc": [12, 32, 106], "improv": [12, 23, 82], "previou": 12, "yolov8m_pp13": 12, "offer": [12, 15, 16, 17, 22, 57, 69, 97], "yolov8n_as01": 12, "spinoff": 12, "26": [12, 59], "train": [12, 13, 14, 15, 16, 17, 18, 21, 39, 40, 74, 75, 76, 79, 83, 94, 100], "80": 12, "epoch": 12, "sfw": 12, "subset": 12, "wa": 12, "eventu": 12, "abandon": 12, "due": [12, 38, 39, 74, 79, 85, 90, 105], "ineffect": 12, "yolov8m_as02": 12, "start": [12, 37, 48, 67, 106], "30": [12, 21, 48], "public": [12, 30], "friendli": [12, 109], "reduc": [12, 39, 50, 82], "yolov8m_as03": 12, "as02": 12, "60": 12, "aim": 12, "bottleneck": 12, "reproduc": 12, "yolov8s_aa06": 12, "initi": [12, 29, 30, 34, 37, 47, 60, 73], "current": [12, 58, 64, 67, 94, 100, 107, 108, 109], "reincarn": 12, "some": [12, 29, 32, 39, 43, 44, 48, 61, 72, 74, 75, 79, 82, 83, 85, 92, 105, 107, 108], "yolov8s_aa09": 12, "updat": [12, 29, 30, 33, 34, 68], "dataset": [12, 13, 14, 15, 16, 17, 18, 21, 40, 43, 82, 96], "closeup": 12, "adjust": [12, 34, 43, 73], "larg": [12, 27, 30, 39, 82], "hat": [12, 73], "aa06": 12, "yolov8s_aa10": 12, "major": 12, "fix": 12, "issu": [12, 18, 64], "wear": 12, "yolov8s_aa11": 12, "latest": [12, 34, 74, 79], "mainstream": 12, "aa10": 12, "outstand": 12, "map": [12, 29, 45, 51, 72, 73, 76, 80, 81, 86, 98, 102], "score": [12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 29, 30, 33, 38, 40, 42, 43, 45, 51, 52, 54, 76, 80, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "though": 12, "note": [12, 16, 39, 48, 67, 90, 94, 97, 100, 107, 108], "complet": [12, 34, 48, 90, 96, 106], "fair": 12, "bias": 12, "model_nam": [12, 13, 14, 15, 16, 17, 18, 21, 29, 30, 33, 34, 40, 47, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "conf_threshold": [12, 13, 14, 15, 16, 17, 18, 21, 34, 47], "iou_threshold": [12, 13, 14, 15, 16, 17, 18, 20, 21, 34, 47], "perform": [12, 16, 20, 21, 23, 30, 33, 34, 39, 45, 47, 48, 51, 59, 74, 85, 97, 98, 107, 108], "confid": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 34, 40, 45, 47, 52, 54, 75, 82], "threshold": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 25, 34, 39, 42, 43, 45, 47, 50, 54, 74, 75, 79, 82, 89, 97], "iou": [12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 34, 47], "bounding_box": 12, "x1": [12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 34, 47, 48], "y1": [12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 34, 47, 48], "x2": [12, 20, 22], "y2": [12, 20, 22], "box": [12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 45, 51], "f": [12, 17, 22, 39, 43, 67, 86], "2f": 12, "point": [13, 17, 39, 52, 59], "femal": [13, 20, 47, 73], "genit": 13, "male": [13, 20, 73], "anime_censor_detect": 13, "yolov8": [13, 14, 15, 16, 17, 18, 21], "model": [13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 26, 27, 28, 29, 30, 31, 33, 34, 38, 39, 40, 43, 45, 47, 51, 52, 54, 59, 62, 63, 64, 65, 66, 67, 70, 74, 75, 76, 77, 79, 82, 83, 86, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 106, 109], "v1": [13, 14, 15, 16, 17, 21, 47, 67, 82], "identifi": [13, 29, 37, 64], "locat": 13, "anatom": 13, "analyz": [13, 20, 40], "data": [13, 16, 18, 35, 37, 39, 51, 58, 66, 67, 74, 76, 94, 100, 106, 107, 108, 109], "either": [13, 14, 15, 16, 17, 33, 39, 59, 82, 86], "standard": [13, 15, 16, 17, 35, 59, 85], "n": [13, 14, 15, 16, 17, 18, 21, 37, 39, 47, 59, 67], "nano": [13, 15, 16, 17, 47], "faster": [13, 14, 15, 16, 17, 18, 47], "while": [13, 15, 16, 17, 24, 34, 46, 48, 62, 85], "slower": [13, 21], "construct": [13, 14, 16, 17, 47, 82], "intersect": [13, 14, 15, 16, 17, 18, 21, 22, 47], "over": [13, 14, 15, 16, 17, 18, 21, 22, 23, 47, 73], "merg": [13, 14, 15, 16, 17, 39], "integ": [13, 37, 43, 52, 59], "x0": [13, 14, 15, 16, 17, 18, 21, 24, 34, 47, 48], "y0": [13, 14, 15, 16, 17, 18, 21, 24, 34, 47, 48], "bound": [13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 51], "indic": [13, 39, 52, 55, 74, 79, 82], "nipple_f": [13, 47], "peni": [13, 47], "pussi": [13, 47, 67], "runtimeerror": [13, 29, 33], "detection_visu": [13, 14, 15, 16, 18, 19, 21], "nude_girl": [13, 47], "365": 13, "264": 13, "399": 13, "289": [13, 14], "7473511695861816": 13, "224": [13, 57, 58, 59], "260": 13, "252": 13, "285": 13, "6830288171768188": 13, "206": 13, "523": [13, 47, 48], "240": 13, "608": 13, "6799028515815735": 13, "matplotlib": [13, 14, 15, 16, 24, 51], "pyplot": [13, 14, 15, 16, 51], "plt": [13, 14, 15, 16, 51], "imshow": [13, 14, 15, 16, 51], "anime_eye_detect": 14, "allow": [14, 15, 17, 18, 21, 30, 34, 37, 55, 57, 59, 85], "trade": [14, 16], "off": [14, 16], "speed": [14, 15, 16, 17, 18, 21, 25, 83], "accuraci": [14, 15, 16, 17, 18, 21, 45, 89, 91, 94, 97, 100, 104], "higher": [14, 15, 16, 17, 18, 20, 23, 97], "consid": [14, 17, 22, 39, 45, 48, 50, 60, 73, 94, 100], "overlap": [14, 16, 17, 18, 22, 64, 65, 74, 75, 77, 79, 82, 83, 106], "coordin": [14, 15, 16, 17, 18, 24, 34, 48, 52, 62], "alwai": [14, 16, 17, 18, 45], "except": [14, 17, 37, 55, 59, 67], "predict": [14, 18, 21, 29, 30, 33, 34, 75, 82, 89, 91, 93, 94, 97, 98, 100, 102, 104], "yolo_predict": [14, 21, 32], "squat": [14, 16, 51], "297": 14, "239": [14, 45], "341": 14, "271": 14, "7760562896728516": 14, "230": 14, "263": 14, "308": 14, "7682342529296875": 14, "createml": 15, "huggingfac": [15, 17, 39, 45, 59, 62, 71, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104], "anime_face_detect": 15, "user": [15, 21, 29, 30, 33, 34, 37, 60, 69, 109], "balanc": [15, 17, 21, 67], "system": [15, 16, 25, 55, 59, 94, 100], "overhead": [15, 16, 25, 85], "avail": [15, 21, 24, 29, 30, 37, 39, 45, 48, 55, 59, 67, 80, 88, 89, 91, 94, 100, 104], "v0": [15, 21, 64, 65], "overrid": [15, 21], "auto": [15, 21, 51, 69, 88], "mostima_post": [15, 18], "29": [15, 18, 59], "441": [15, 18], "204": [15, 18], "584": [15, 18], "7874319553375244": [15, 18], "346": [15, 18], "59": [15, 18], "529": [15, 18], "275": [15, 18], "7510495185852051": [15, 18], "606": [15, 18], "51": [15, 18, 59], "895": [15, 18], "336": [15, 18], "6986488103866577": [15, 18], "upper": [16, 47], "bodi": [16, 21, 51, 52, 54, 67], "anime_halfbody_detect": 16, "pleas": [16, 23, 38, 39, 45, 64, 66, 68, 83, 90, 94, 97, 100, 107, 108], "primari": [16, 90, 93, 95, 99, 101, 103], "purpos": 16, "crop": [16, 50, 57, 58, 59, 67], "illustr": [16, 67, 91, 93], "therefor": [16, 39, 107, 108], "consist": [16, 39], "person": [16, 19, 22, 24, 34, 51, 99, 106], "peopl": [16, 80], "guarante": [16, 45], "you": [16, 18, 19, 21, 26, 45, 48, 64, 65, 82, 83, 85, 88, 89, 90, 91, 94, 97, 100, 104, 109], "inde": 16, "recommend": [16, 23, 39, 42, 43, 82, 83, 94, 100], "approach": 16, "detect_person": [16, 19, 24, 51], "individu": [16, 22, 37, 57, 66], "obtain": [16, 26, 38, 39], "local": [16, 60, 107, 108], "flexibl": [16, 57, 58], "lower": [16, 42, 43, 45, 47], "127": 16, "629": 16, "637": 16, "9040350914001465": 16, "anime_hand_detect": 17, "choos": [17, 21, 45], "35": [17, 59, 67, 74, 82], "configur": [17, 29, 39, 57, 58, 59, 106], "suit": 17, "case": [17, 23, 39, 42], "defin": [17, 21, 39, 67, 86], "being": 17, "label": [17, 18, 20, 22, 23, 24, 29, 30, 33, 34, 39, 40, 45, 76, 98, 102], "infer": [17, 20, 23, 30, 33, 34, 51, 64, 65, 88, 97], "anime_imag": 17, "bbox": 17, "conf": 17, "customiz": [18, 24], "integr": [18, 30, 74, 109], "repositori": [18, 29, 30, 33, 34, 39], "anime_head_detect": 18, "contribut": 18, "our": 18, "develop": [18, 83, 109], "yolo11": 18, "architectur": 18, "usag": [18, 29, 30, 66, 67, 68, 74, 85, 86, 105], "head_detect_v2": 18, "0_": 18, "equal": [18, 48], "deprec": [18, 23, 38], "remov": [18, 23, 29, 34, 38, 45, 62, 71, 73, 75, 76, 81, 82], "futur": [18, 23], "help": [18, 39, 50, 62], "For": [18, 19, 21, 22, 30, 39, 45, 52, 66, 82, 88], "instead": [18, 23, 76], "detect_head": [19, 24], "booru_yolo": [19, 106], "detect_with_booru_yolo": 19, "detect_censor": [19, 47, 94, 100], "ey": [19, 48, 52, 67, 73, 106], "detect_ey": 19, "detect_fac": 19, "halfbodi": [19, 90, 99, 106], "detect_halfbodi": 19, "hand": [19, 52, 54, 67, 73, 106], "detect_hand": 19, "nudenet": [19, 106], "detect_with_nudenet": 19, "calculate_i": 19, "bboxes_similar": 19, "detection_similar": 19, "detect_text": 19, "nuditi": 20, "run": [20, 25, 29, 30, 34, 83, 88, 105, 106], "nm": 20, "postprocess": 20, "onnx": [20, 29, 30, 33, 34, 75, 88, 98], "nudenet_onnx": 20, "notai": 20, "tech": 20, "detail": [20, 62, 66, 67, 88, 90], "respect": 20, "female_genitalia_cov": 20, "genitalia": 20, "face_femal": 20, "buttocks_expos": 20, "expos": 20, "female_breast_expos": 20, "female_genitalia_expos": 20, "male_breast_expos": 20, "anus_expos": 20, "anu": 20, "feet_expos": 20, "feet": [20, 52, 54], "belly_cov": 20, "feet_cov": 20, "armpits_cov": 20, "armpit": 20, "armpits_expos": 20, "face_mal": 20, "belly_expos": 20, "male_genitalia_expos": 20, "anus_cov": 20, "female_breast_cov": 20, "buttocks_cov": 20, "onnxruntim": [20, 87, 106], "topk": [20, 29], "100": [20, 25, 34, 42, 59, 85], "45": [20, 43, 59], "score_threshold": 20, "number": [20, 29, 30, 33, 37, 39, 45, 52, 60, 62, 86, 89], "keep": [20, 79], "entir": 21, "anidet3": 21, "roboflow": 21, "m": 21, "x": [21, 39, 48, 52, 67, 85, 86, 102], "fastest": [21, 25], "most": [21, 29, 30, 33, 34], "confidence_scor": [21, 24], "genshin_post": [21, 46, 47, 48], "371": 21, "232": 21, "564": 21, "690": 21, "7533698678016663": 21, "135": [21, 52], "451": 21, "716": [21, 45], "6788613796234131": 21, "614": 21, "393": 21, "830": 21, "686": 21, "5612757205963135": 21, "1275": 21, "654": 21, "4047100841999054": 21, "calcul": [22, 30, 39, 42, 43], "comput": [22, 27, 30, 33, 41, 59, 85, 86, 98], "work": [22, 29, 30, 33, 36, 42, 69, 98], "aggreg": 22, "involv": 22, "segment": [22, 60, 106], "evalu": [22, 38], "algorithm": [22, 39, 42], "box1": 22, "box2": 22, "bboxtyp": 22, "measur": [22, 38, 39, 42], "divid": [22, 52], "4f": 22, "1429": 22, "bboxes1": 22, "bboxes2": 22, "liter": [22, 39, 48, 52, 64, 65, 80], "max": [22, 23], "raw": [22, 29, 30, 33, 37], "depend": [22, 67, 68, 105], "unknown": [22, 80], "hungarian": 22, "find": [22, 48], "optim": [22, 30, 39], "assign": [22, 23, 29, 39], "among": [22, 39], "averag": 22, "detect1": 22, "detect2": 22, "bboxwithscoreandlabel": 22, "group": [22, 29, 43, 76], "correspond": [22, 39, 45, 50, 59, 82, 98, 102], "combin": [22, 37, 45], "against": [22, 83], "ground": [22, 94, 100], "truth": [22, 94, 100], "car": 22, "85": [22, 74, 82], "75": 22, "text_detect": 23, "been": [23, 98], "migrat": 23, "ocr": [23, 106], "detect_text_with_ocr": [23, 106], "soon": 23, "paddleocr": [23, 45], "dbnetpp_resnet50_fpnc_1200e_icdar2015": 23, "05": [23, 59, 74, 75, 89, 90, 91, 93, 98, 99, 100, 101, 103, 104], "max_area_s": 23, "640": 23, "region": [23, 47, 50, 94, 100], "dbnet": 23, "do": [23, 50, 91], "640x640": 23, "ani": [23, 30, 33, 37, 39, 47, 57, 59, 62, 67, 72, 86, 88], "sinc": [23, 38], "appear": [24, 27], "font": 24, "pad": [24, 71], "see": [24, 67, 88], "text_pad": 24, "fontsiz": 24, "max_short_edge_s": 24, "fp": 24, "no_label": 24, "normal": [24, 30, 40, 57, 58, 59, 82], "predefin": [24, 73], "extract": [24, 25, 27, 28, 37, 39, 43, 45, 50, 59, 66, 67, 68, 69, 75, 82], "around": [24, 29, 34, 37, 54], "shortest": 24, "edg": [24, 54, 106], "maintain": [24, 34, 46, 52, 85, 109], "font_manag": 24, "fontproperti": 24, "properti": [24, 48, 52, 67, 69], "cv2": 25, "have": [25, 27, 39, 80, 81, 94, 100, 105], "lowest": 25, "resourc": [25, 106], "low_threshold": 25, "high_threshold": 25, "200": [25, 34, 59], "assum": [25, 27, 28, 71], "its": [25, 27, 28, 29, 39, 45, 46, 59, 68, 71, 74, 76, 88, 90, 91, 93, 94, 95, 98, 99, 100, 101, 103, 104], "low": [25, 33, 38, 40, 67, 79, 82, 83], "high": [25, 33, 34, 61, 67, 83, 97, 98], "outlin": 26, "comparison": [26, 74], "canni": [26, 106], "get_edge_by_canni": 26, "edge_image_with_canni": 26, "lineart": [26, 28, 106], "get_edge_by_lineart": 26, "edge_image_with_lineart": 26, "lineart_anim": [26, 106], "get_edge_by_lineart_anim": 26, "edge_image_with_lineart_anim": 26, "best": [27, 40, 48, 67], "effect": [27, 38, 47, 105], "closest": 27, "consum": 27, "amount": 27, "memori": [27, 29, 30, 34, 107, 108], "power": 27, "runtim": [27, 30, 88, 97], "coars": 27, "detect_resolut": [27, 28], "512": [27, 28, 54, 67, 83], "deeper": 27, "richer": 27, "probabl": [27, 30, 98], "extra": [27, 67], "increas": [27, 39], "resolut": [27, 28, 60, 83], "neural": [27, 28, 71, 86], "network": [27, 28, 71, 86], "classif": [29, 33, 86, 90, 91, 93, 94, 95, 96, 99, 100, 101, 103, 104], "those": [29, 97], "store": [29, 30, 34, 35, 67, 68], "well": [29, 42], "manag": [29, 30, 33, 34, 88, 106], "interact": [29, 30, 33, 34], "also": [29, 57, 82, 109], "token": [29, 30, 33, 34], "authent": [29, 30, 33, 34], "access": [29, 30, 33, 52, 67, 85], "privat": [29, 30, 31, 33, 43], "repo_id": [29, 30, 33, 34], "fn_preprocess": 29, "callabl": [29, 59], "hf_token": [29, 30, 33, 34], "comprehens": [29, 30], "imagepreprocessfunc": 29, "variabl": [29, 48, 88], "_model_nam": 29, "cach": [29, 30, 33, 34, 60, 87, 106], "_model": 29, "dictionari": [29, 35, 40, 57, 59, 67, 68, 69, 72, 73, 75, 90, 93, 95, 99, 101, 103], "_label": 29, "_hf_token": 29, "org": 29, "repo": [29, 59], "__init__": [29, 30, 31, 33, 34, 37, 48, 52, 60, 69, 73], "instanc": [29, 30, 34, 39, 47, 52, 59, 60, 73], "clear": [29, 30, 33, 34, 39, 68, 90, 94, 100], "free": [29, 30, 34], "up": [29, 30, 34, 73], "launch_demo": [29, 30, 33, 34], "default_model_nam": [29, 30, 33, 34], "server_nam": [29, 30, 33, 34], "server_port": [29, 30, 33, 34], "launch": [29, 30, 33, 34], "gradio": [29, 30, 33, 34], "demo": [29, 30, 33, 34, 79], "interfac": [29, 30, 33, 34, 85], "ui": [29, 33, 34], "make_ui": [29, 30, 33, 34], "server": [29, 30, 33, 34], "select": [29, 30, 33, 34, 39, 47, 60], "dropdown": [29, 30], "port": [29, 30, 33, 34], "importerror": [29, 34], "instal": [29, 33, 34, 62, 68, 106], "properli": [29, 33, 67], "usernam": [29, 34], "repo_nam": [29, 34], "model_v1": 29, "7860": [29, 30, 34], "submit": 29, "recent": [29, 30, 33, 34], "label_group": 29, "highest": [29, 98], "through": [29, 30, 59, 109], "error": [29, 37, 59, 82], "predict_fmt": 29, "fmt": [29, 30, 33, 40, 75, 82], "top5": 29, "logit": [29, 30, 33], "embed": [29, 30, 33, 37, 82], "dict": [29, 30, 37, 40, 51, 57, 58, 59, 67, 68, 69, 75, 82, 85, 90, 91, 93, 94, 95, 99, 100, 101, 103, 104], "top": [29, 48, 97], "k": 29, "e": [29, 30, 39, 61, 64, 65, 80, 83, 86], "g": [29, 30, 39, 61, 64, 65, 80, 82, 83], "top10": 29, "predict_scor": 29, "ia": 29, "conveni": [29, 52, 67, 109], "wrapper": [29, 34, 37], "id": [29, 30, 33, 34], "multimod": 30, "hub": 30, "discoveri": 30, "variant": [30, 33], "pipelin": [30, 57, 59], "pattern": [30, 39, 73], "direct": 30, "api": [30, 33], "control": [30, 67], "via": 30, "web": [30, 33], "deploy": [30, 98], "reus": 30, "lru": 30, "thread": [30, 33, 85, 105], "safe": [30, 33, 68, 74, 75, 85, 96, 98, 100, 105, 106], "demand": 30, "switch": 30, "image_encod": [30, 33], "upload": [30, 34], "enter": 30, "link": 30, "address": 30, "bind": 30, "organ": 30, "precomput": [30, 81], "cosin": 30, "scale": [30, 33, 47, 48, 52, 67, 71, 82, 107, 108], "complex": 30, "image_embed": 30, "text_embed": 30, "etc": [30, 59], "thei": [30, 39, 55, 59], "l2": [30, 82], "text_encod": [30, 33], "accept": 30, "_process_rgb": 31, "_process_alpha_channel_with_model": 31, "_process_rgba": 31, "attribut": 31, "classifi": [32, 90, 95, 96, 97, 99, 101, 103, 104, 106], "classifymodel": 32, "classify_predict_scor": 32, "classify_predict": 32, "classify_predict_fmt": 32, "imageenhanc": 32, "clip": [32, 59, 67, 106], "clipmodel": 32, "clip_image_encod": 32, "clip_text_encod": 32, "clip_predict": 32, "siglip": [32, 59, 106], "siglipmodel": 32, "siglip_image_encod": 32, "siglip_text_encod": 32, "siglip_predict": 32, "yolomodel": 32, "sigmoid": [33, 87], "loss": 33, "creation": [33, 57, 58, 69], "preprocessor": [33, 67], "reset": 33, "about": [33, 35], "hostnam": 33, "gr": [33, 34], "One": [33, 43], "detect": [34, 42, 45, 47, 51, 52, 53, 54, 72, 73, 88, 89, 94, 100, 106], "post": [34, 45], "helper": 34, "easi": 34, "metadata": [34, 40, 66, 68, 69, 106], "cleanup": 34, "associ": [34, 69], "default_conf_threshold": 34, "default_iou_threshold": 34, "environmenterror": [34, 62, 68], "environ": [34, 83, 85, 88, 106], "offlin": 34, "yolov5": 34, "allow_dynam": 34, "dynam": [34, 57], "300": [34, 59], "400": 34, "simpl": 34, "explicitli": 34, "read": [35, 36, 37, 66, 67, 68], "write": [35, 36, 37, 66, 68], "exif": [35, 36, 67], "gif": [35, 36, 67], "comment": 35, "These": [35, 38, 60], "retriev": [35, 39], "context": [35, 36], "ai": [35, 36, 69, 89], "found": [35, 48, 67, 90], "attempt": [35, 48, 59, 67, 69, 88], "commonli": [35, 59, 76, 86], "where": [35, 39, 67, 68, 82, 85], "look": [35, 45, 67, 90], "usercom": 35, "field": [35, 69], "dst_filenam": 35, "destin": [35, 67, 68, 69], "filenam": [35, 60], "pnginfo": [35, 37, 67, 69], "wai": [35, 67, 68], "geninfo": [36, 106], "lsb": [36, 69, 106], "signific": [36, 37, 39, 64, 69], "bit": [36, 37, 59, 69], "read_geninfo_paramet": 36, "read_geninfo_exif": 36, "read_geninfo_gif": 36, "write_geninfo_paramet": 36, "write_geninfo_exif": 36, "write_geninfo_gif": 36, "read_lsb_raw_byt": 36, "read_lsb_metadata": 36, "write_lsb_raw_byt": 36, "write_lsb_metadata": 36, "lsbreaderror": 36, "lsbextractor": 36, "imagelsbdataextractor": 36, "serialize_pnginfo": 36, "serialize_json": 36, "inject_data": 36, "steganographi": 37, "serial": 37, "json": 37, "compat": [37, 76], "inject": 37, "emb": [37, 82], "seamlessli": 37, "hidden": 37, "decompress": 37, "them": [37, 47, 57, 64, 68, 82], "gzip": 37, "written": 37, "appropri": [37, 45, 59, 67], "serializ": [37, 57], "err": 37, "caus": [37, 105], "multi": [37, 85], "get_next_n_byt": 37, "next": [37, 55], "get_one_byt": 37, "form": [37, 76], "read_32bit_integ": 37, "32": [37, 59], "interpret": [37, 52], "big": 37, "endian": 37, "enough": 37, "magic": 37, "stealth_pngcomp": 37, "extract_data": 37, "length": [37, 39, 46], "compress": 37, "along": [37, 39, 71], "robust": [37, 39], "skytnt": [38, 60, 71], "poor": 38, "anime_dbaesthet": [38, 41], "better": [38, 42, 62, 82, 83, 89, 91, 94, 97, 100, 104], "2053756": 38, "09986039996147156": 38, "1663584": 38, "24299287796020508": 38, "4886411": 38, "38091593980789185": 38, "2066024": 38, "5131649971008301": 38, "3670169": 38, "6011670827865601": 38, "5930006": 38, "7067991495132446": 38, "3821265": 38, "8237218260765076": 38, "5512471": 38, "9187621474266052": 38, "limit": [39, 74], "smaller": 39, "7eu7d7": [39, 79, 83, 109], "ccip_onnx": 39, "cluster": [39, 43], "refer": [39, 42, 66, 97], "relev": 39, "aforement": 39, "manual": [39, 48], "384": [39, 43, 57, 58, 59], "caform": 39, "randaug": 39, "prune": 39, "vector": 39, "pruned_fp32": 39, "5_fp32": 39, "feat": 39, "768": [39, 45, 67], "17847511429108218": 39, "1951224011983088": 39, "18397327797685215": 39, "y": [39, 48, 85], "16583099961280823": 39, "42947039008140564": 39, "4037521779537201": 39, "4371533691883087": 39, "40748104453086853": 39, "392294704914093": 39, "whether": [39, 45, 47, 59, 69, 72, 75, 82, 83], "belong": 39, "pairwis": 39, "matrix": 39, "5350548e": 39, "08": [39, 59, 99, 100], "6583106e": 39, "01": 39, "2947042e": 39, "0375218e": 39, "8025822e": 39, "3715334e": 39, "0748104e": 39, "2675274e": 39, "9229470e": 39, "j": 39, "th": 39, "dbscan": 39, "dbscan_2": 39, "dbscan_fre": 39, "optic": [39, 45], "optics_best": 39, "epsilon": 39, "ep": 39, "min_sampl": 39, "ccipclustermethodtyp": 39, "12921094122454668": 39, "1291187648928262": 39, "1836453739562513": 39, "distanc": 39, "_featureorimag": 39, "sampl": [39, 43, 67, 89, 90, 91, 93, 94, 95, 99, 100, 101, 103, 104], "neighborhood": [39, 62], "core": [39, 107, 108], "few": 39, "too": 39, "sensit": [39, 47, 82, 94, 100], "tune": 39, "guidelin": 39, "deal": [39, 66], "solut": [39, 48], "small": [39, 47], "advis": [39, 74], "significantli": 39, "separ": 39, "slightli": 39, "exhibit": 39, "regular": [39, 62], "outfit": 39, "awar": 39, "highli": 39, "so": [39, 42, 79, 83], "care": 39, "diff": 39, "07437477": 39, "0356068": 39, "04396922": 39, "05131693": 39, "assess": 40, "aesthet": [40, 41, 106], "danbooru": [40, 74, 77, 79, 94, 97], "hakubooru": 40, "kohakublueleaf": 40, "swinv2pv3_v0_448_ls0": 40, "2_x": 40, "percentil": 40, "_default_model_nam": 40, "masterpiec": [40, 67], "9831666690063624": 40, "8810615667538594": 40, "great": 40, "8225559148288356": 40, "good": [40, 45], "591020403706702": 40, "2888798940585766": 40, "243279223969715": 40, "worst": [40, 67], "005268185993767627": 40, "275707557797432": 40, "7977807857096195": 40, "56098810210824": 40, "670568235218525": 40, "1677918508648872": 40, "9305131509900093": 40, "6085879728198051": 40, "6834832429885864": 40, "16141420602798462": 40, "05435194447636604": 40, "025083942338824272": 40, "024000568315386772": 40, "027076328173279762": 40, "024589713662862778": 40, "3757021427154541": 40, "3451208472251892": 40, "1511985808610916": 40, "04740551486611366": 40, "02172713913023472": 40, "027498546987771988": 40, "03134724497795105": 40, "39281174540519714": 40, "22457796335220337": 40, "15563568472862244": 40, "10796019434928894": 40, "047730278223752975": 40, "0393439345061779": 40, "031940147280693054": 40, "13832266628742218": 40, "20687267184257507": 40, "2509062886238098": 40, "1644320785999298": 40, "11332042515277863": 40, "08270663768053055": 40, "043439216911792755": 40, "033693961799144745": 40, "03375888615846634": 40, "050045162439346313": 40, "16734018921852112": 40, "4311050772666931": 40, "23242227733135223": 40, "05163438618183136": 40, "012833272106945515": 40, "01619996316730976": 40, "03074900433421135": 40, "1396280825138092": 40, "5038207173347473": 40, "22299200296401978": 40, "07377689331769943": 40, "02854202501475811": 40, "026677291840314865": 40, "02838410809636116": 40, "026617199182510376": 40, "02508518099784851": 40, "06039097160100937": 40, "8043031692504883": 40, "get_aesthetic_scor": 41, "ccip": [41, 106], "ccip_extract_featur": 41, "ccip_batch_extract_featur": 41, "ccip_default_threshold": 41, "ccip_differ": 41, "ccip_sam": 41, "ccip_batch_differ": 41, "ccip_batch_sam": 41, "ccip_default_clustering_param": 41, "ccip_clust": 41, "ccip_merg": 41, "dbaesthet": [41, 106], "laplacian": [41, 106], "laplacian_scor": 41, "lpip": [41, 106], "lpips_extract_featur": 41, "lpips_differ": 41, "lpips_clust": 41, "psnr_": [41, 106], "psnr": [41, 65], "blur": [42, 47], "than": [42, 43, 47, 85, 89, 97], "seem": 42, "just": [42, 62, 91, 94, 97, 100, 104], "we": [42, 64, 83], "explor": 42, "bluri": 42, "hutao": [42, 71, 74, 75, 79, 82], "156": 42, "68285005210006": 42, "text_blur": 42, "2276": 42, "66629157129": 42, "real2": 42, "908745781486806": 42, "mmd": 42, "1072": 42, "8372572065527": 42, "richzhang": 43, "perceptualsimilar": 43, "chafen_arknight": 43, "rand": 43, "reach": 43, "995": 43, "cnn": 43, "f1": 43, "f2": 43, "f3": 43, "f4": 43, "f5": 43, "64": [43, 59, 62, 67, 83, 107, 108], "99": 43, "192": 43, "49": [43, 59], "256": [43, 57, 58, 64, 67], "img1": [43, 44, 82], "img2": [43, 44, 82], "anoth": 43, "16922694444656372": 43, "22250649333000183": 43, "6897575259208679": 43, "10956494510173798": 43, "6823137998580933": 43, "6837796568870544": 43, "nois": [43, 50, 62, 64], "inf": 44, "gaussian_20": 44, "dat": 44, "058228614646987": 44, "gaussian_3": 44, "27": [44, 59], "65611098737784": 44, "lq": 44, "29589659377844": 44, "recogn": [45, 59], "export": [45, 88], "recognit": 45, "ch_pp": 45, "ocrv4_det": 45, "heat_threshold": 45, "box_threshold": 45, "max_candid": 45, "1000": 45, "unclip_ratio": 45, "heat": 45, "candid": 45, "unclip": 45, "comic": [45, 91], "742": 45, "485": [45, 57, 58], "809": 45, "511": 45, "9543377610144915": 45, "682": 45, "98": 45, "734": 45, "124": 45, "9309689495575223": 45, "136": 45, "836": 45, "164": 45, "9042856988923695": 45, "144": 45, "455": 45, "196": 45, "874083638387722": 45, "719": 45, "835": 45, "488": 45, "8628696346175078": 45, "478": 45, "214": 45, "508": 45, "848871771901487": 45, "1030": 45, "557": 45, "1184": 45, "578": 45, "8352495440618789": 45, "427": 45, "129": 45, "553": 45, "154": 45, "8249209443996619": 45, "detect_model": 45, "recognize_model": 45, "ocrv4_rec": 45, "rotation_threshold": 45, "is_remove_dupl": 45, "rotat": [45, 48], "duplic": [45, 67], "mob": 45, "9356705927336156": 45, "shishou": 45, "8933000384412466": 45, "BUT": 45, "8730931912907247": 45, "oh": 45, "8417627579351514": 45, "mirror": 45, "7366019454049503": 45, "el": 45, "gato": 45, "iberico": 45, "7271127306351021": 45, "THAt": 45, "701928390168364": 45, "6965972578194936": 45, "chines": 45, "english": 45, "cannot": [45, 55, 57, 59, 69], "languag": 45, "func": [45, 87, 106], "japanes": [45, 67], "post_text": 45, "319": 45, "847": 45, "561": 45, "899": 45, "kancol": 45, "9130667787597329": 45, "552": 45, "811": 45, "791": 45, "921": 45, "1944": 45, "8566762346615406": 45, "820": 45, "558": 45, "850": 45, "fleet": 45, "collect": [45, 66], "8100635458911772": 45, "235": 45, "904": 45, "855": 45, "1009": 45, "\u6d77": 45, "6716076803280185": 45, "858": 45, "808": 45, "tsu": 45, "ka": 45, "NO": 45, "u": [45, 109], "mi": 45, "de": 45, "654507230718228": 45, "209": 45, "507": 45, "2888084133529467": 45, "japan_pp": 45, "ocrv3_rec": 45, "9230690942939336": 45, "8564870717047623": 45, "\u3044\u3064\u304b\u3042\u306e\u6d77\u3067": 45, "8061289060358996": 45, "8045396777081609": 45, "7311649382696896": 45, "\u8266\u3068\u308c\u308c": 45, "6648729016512889": 45, "ocrv2_det": 45, "ocrv3_det": 45, "ocrv4_server_det": 45, "ch_ppocr_mobile_slim_v2": 45, "0_det": 45, "ch_ppocr_mobile_v2": 45, "ch_ppocr_server_v2": 45, "en_pp": 45, "arabic_pp": 45, "ocrv2_rec": 45, "ocrv4_server_rec": 45, "0_rec": 45, "chinese_cht_pp": 45, "cyrillic_pp": 45, "devanagari_pp": 45, "en_number_mobile_v2": 45, "ka_pp": 45, "korean_pp": 45, "latin_pp": 45, "ta_pp": 45, "te_pp": 45, "dimens": [46, 59], "max_siz": [46, 57, 58, 59], "longer": 46, "after": [46, 59, 74, 79, 82], "1280": 46, "720": 46, "new_img": 46, "600": 46, "337": 46, "obscur": 47, "regist": [47, 48, 57, 58, 59], "rectangular": 47, "967": [47, 48], "143": [47, 48], "1084": [47, 48], "261": [47, 48], "246": [47, 48], "208": [47, 48], "331": [47, 48], "287": [47, 48], "662": [47, 48], "466": [47, 48], "705": [47, 48], "514": [47, 48], "479": [47, 48], "283": [47, 48], "326": [47, 48], "color_black": 47, "radiu": 47, "emoji": [47, 48], "penis": 47, "vagina": 47, "serv": [47, 59, 74], "foundat": 47, "inherit": [47, 59], "within": [47, 67, 74, 82], "fill": 47, "color_default": 47, "green": 47, "color_green": 47, "ffff00": 47, "color_ffff00": 47, "blur_4": 47, "blur_8": 47, "blur_12": 47, "pixelate_4": 47, "pixelate_8": 47, "pixelate_12": 47, "cl": 47, "arg": 47, "subclass": 47, "keyerror": 47, "alreadi": 47, "exist": [47, 68, 88, 91], "angl": 48, "end": [48, 67], "censor_area": [48, 49], "ratio_threshold": 48, "minimum": [48, 54, 60, 62], "total": [48, 107, 108], "star": [48, 79], "register_censor_method": [48, 49], "smiling_face_with_heart": 48, "twitter": 48, "appl": 48, "googl": 48, "microsoft": 48, "samsung": 48, "whatsapp": 48, "facebook": 48, "messeng": 48, "joypixel": 48, "openmoji": 48, "emojidex": 48, "mozilla": 48, "express": 48, "code": [48, 64, 79, 82], "_emojistyletyp": 48, "emoji_default": 48, "cat_fac": 48, "emoji_green": 48, "grinning_face_with_sweat": 48, "emoji_liuhanhuangd": 48, "minim": 48, "abl": [48, 55], "prefix": [48, 73, 78], "sum": 48, "cx": 48, "mass": 48, "occlus": 48, "cy": 48, "find_for_area": 48, "rectangl": 48, "corner": 48, "factor": [48, 59], "align": [49, 106], "align_maxs": 49, "censor_": [49, 106], "censor_nsfw": 49, "basecensor": 49, "colorcensor": 49, "blurcensor": 49, "pixelatecensor": 49, "imgcensor": [49, 106], "imagebasedcensor": 49, "emojibasedcensor": 49, "singleimag": 49, "squeez": [49, 106], "squeeze_with_transpar": 49, "fit": 50, "tightli": 50, "interest": 50, "jerry_with_spac": 50, "median_filt": 50, "median": 50, "kernel": 50, "larger": [50, 54, 84], "disabl": 50, "keypoint": [51, 52, 53, 54], "idea": 51, "research": 51, "auto_detect": 51, "out_bbox": 51, "person_detect_cfg": 51, "op18keypointset": [51, 53, 54], "rtmpose": 51, "config": [51, 58, 106, 109], "foot": [51, 52], "hand1": 51, "hand2": 51, "op18_visu": [51, 53], "0x7f5ca933f3d0": 51, "axesimag": 51, "0x7f5c98069790": 51, "all_": 52, "openpos": [52, 67], "op18": [52, 54], "__mul__": 52, "multipli": 52, "scalar": 52, "__truediv__": 52, "divisor": 52, "left_foot": 52, "left_hand": 52, "right_foot": 52, "right_hand": 52, "enum": 52, "enumer": 52, "symbol": [52, 79, 82], "make": [52, 57, 76, 86, 94, 98, 100], "readabl": [52, 82], "categor": 52, "nose": 52, "neck": 52, "elbow": 52, "wrist": 52, "ankl": 52, "ear": [52, 73, 80], "member": 52, "right_should": 52, "right_elbow": 52, "right_wrist": 52, "left_should": 52, "left_elbow": 52, "left_wrist": 52, "right_hip": 52, "right_kne": 52, "right_ankl": 52, "left_hip": 52, "left_kne": 52, "left_ankl": 52, "right_ey": 52, "left_ey": 52, "right_ear": 52, "left_ear": 52, "left_big_to": 52, "left_small_to": 52, "left_heel": 52, "right_big_to": 52, "right_small_to": 52, "right_heel": 52, "__int__": 52, "truncat": [52, 96, 106], "zero": 52, "must": [52, 73, 105], "preced": 52, "surround": 52, "whitespac": [52, 76], "36": [52, 59], "0b100": 52, "91": [52, 59], "112": 52, "92": [52, 59, 80], "113": [52, 59], "dwpose": [53, 106], "dwpose_estim": 53, "openpose18": 53, "op18_body_max": 53, "op18_body_min": 53, "op18_face_max": 53, "op18_face_min": 53, "op18_left_foot_max": 53, "op18_left_foot_min": 53, "op18_left_hand_max": 53, "op18_left_hand_min": 53, "op18_right_foot_max": 53, "op18_right_foot_min": 53, "op18_right_hand_max": 53, "op18_right_hand_min": 53, "keypoints_list": 54, "min_edge_s": 54, "draw_bodi": 54, "draw_hand": 54, "draw_feet": 54, "draw_fac": 54, "drawn": 54, "shorter": 54, "connect": 54, "ellips": 54, "facial": [54, 73, 90], "pars": [55, 57, 58, 66, 67, 106], "parser": [55, 57, 58, 67], "try": 55, "notparsetarget": 56, "register_pillow_transform": 56, "register_pillow_pars": 56, "create_pillow_transform": 56, "parse_pillow_transform": 56, "register_torchvision_transform": 56, "register_torchvision_pars": 56, "create_torchvision_transform": 56, "parse_torchvision_transform": 56, "register_creators_for_transform": 56, "notprocessortypeerror": 56, "create_transforms_from_transform": 56, "is_valid_size_dict": 56, "convert_to_size_dict": 56, "get_size_dict": 56, "create_clip_transform": 56, "create_transforms_from_clip_processor": 56, "create_convnext_transform": 56, "create_transforms_from_convnext_processor": 56, "create_vit_transform": 56, "create_transforms_from_vit_processor": 56, "create_siglip_transform": 56, "create_transforms_from_siglip_processor": 56, "create_bit_transform": 56, "create_transforms_from_bit_processor": 56, "create_blip_transform": 56, "create_transforms_from_blip_processor": 56, "create_mobilenetv2_transform": 56, "create_transforms_from_mobilenetv2_processor": 56, "tensor": [57, 58, 59, 68], "composit": [57, 59], "machin": [57, 86], "learn": [57, 86], "compos": [57, 58, 59], "sequenc": [57, 59, 73], "pillowcompos": [57, 59], "sequenti": 57, "decor": [57, 58, 59, 85], "facilit": 57, "creator": [57, 59], "tvalu": [57, 58], "describ": 57, "interpol": [57, 58, 59], "bicub": [57, 58, 59], "pillowres": [57, 59], "antialia": [57, 58, 59], "bilinear": [57, 58], "center_crop": [57, 58], "pillowcentercrop": [57, 59], "pillowtotensor": [57, 59], "maybe_to_tensor": [57, 58], "pillowmaybetotensor": 57, "std": [57, 58, 59], "pillownorm": [57, 59], "456": [57, 58], "406": [57, 58], "229": [57, 58], "225": [57, 58], "48500001430511475": 57, "4560000002384186": 57, "4059999883174896": 57, "2290000021457672": 57, "2240000069141388": 57, "22499999403953552": 57, "framework": 58, "extend": 58, "centercrop": 58, "totensor": 58, "maybetotensor": 58, "4850": 58, "4560": 58, "4060": 58, "2290": 58, "2240": 58, "2250": 58, "timm": 58, "interpolationmod": 58, "processor": [59, 107, 108], "vitimageprocessor": 59, "5906": 59, "33": 59, "donutimageprocessor": 59, "1901": 59, "70": [59, 83], "detrimageprocessor": 59, "1575": 59, "86": [59, 73], "clipimageprocessor": 59, "1374": 59, "73": 59, "videomaeimageprocessor": 59, "1093": 59, "convnextimageprocessor": 59, "648": 59, "65": 59, "segformerimageprocessor": 59, "533": 59, "00": 59, "beitimageprocessor": 59, "468": 59, "63": 59, "siglipimageprocessor": 59, "440": 59, "48": 59, "layoutlmv3imageprocessor": 59, "403": 59, "layoutlmv2imageprocessor": 59, "332": 59, "87": 59, "mllamaimageprocessor": 59, "qwen2vlimageprocessor": 59, "314": 59, "77": 59, "blipimageprocessor": 59, "276": 59, "55": 59, "idefics2imageprocessor": 59, "226": 59, "llavanextimageprocessor": 59, "215": 59, "bitimageprocessor": 59, "210": 59, "pix2structimageprocessor": 59, "conditionaldetrimageprocessor": 59, "53": 59, "samimageprocessor": 59, "52": 59, "deitimageprocessor": 59, "mask2formerimageprocessor": 59, "89": 59, "50": 59, "vivitimageprocessor": 59, "88": 59, "yolosimageprocessor": 59, "84": 59, "47": 59, "viltimageprocessor": 59, "41": 59, "detaimageprocessor": 59, "68": 59, "38": 59, "pixtralimageprocessor": 59, "mobilenetv2imageprocessor": 59, "mobilevitimageprocessor": 59, "61": 59, "34": [59, 107, 108], "dptimageprocessor": 59, "maskformerimageprocessor": 59, "28": 59, "nougatimageprocessor": 59, "ideficsimageprocessor": 59, "rtdetrimageprocessor": 59, "efficientnetimageprocessor": 59, "40": [59, 67], "deformabledetrimageprocessor": 59, "idefics3imageprocessor": 59, "fuyuimageprocessor": 59, "videollavaimageprocessor": 59, "pvtimageprocessor": 59, "09": 59, "oneformerimageprocessor": 59, "mobilenetv1imageprocessor": 59, "07": [59, 98, 99, 100, 103], "owlv2imageprocessor": 59, "chineseclipimageprocessor": 59, "efficientformerimageprocessor": 59, "llavaonevisionimageprocessor": 59, "swin2srimageprocessor": 59, "vithybridimageprocessor": 59, "owlvitimageprocessor": 59, "04": 59, "groundingdinoimageprocessor": 59, "03": 59, "perceiverimageprocessor": 59, "chameleonimageprocessor": 59, "levitimageprocessor": 59, "vitmatteimageprocessor": 59, "extens": [59, 74], "tri": 59, "def": [59, 85], "hasattr": 59, "feature_extractor": 59, "encount": 59, "becaus": 59, "until": 59, "successfulli": 59, "imageprocessor": 59, "autoimageprocessor": 59, "from_pretrain": 59, "openai": 59, "vit": 59, "patch32": 59, "pillowconvertrgb": 59, "48145467": 59, "4578275": 59, "40821072": 59, "26862955": 59, "2613026": 59, "2757771": 59, "size_dict": 59, "shortest_edg": 59, "invalid_kei": 59, "default_to_squar": 59, "height_width_ord": 59, "constraint": 59, "els": [59, 67, 107, 108], "incompat": 59, "longest_edg": 59, "param_nam": 59, "entri": 59, "conform": 59, "messag": [59, 83], "do_res": 59, "do_center_crop": 59, "crop_siz": 59, "do_rescal": 59, "rescale_factor": 59, "00392156862745098": 59, "do_norm": 59, "image_mean": 59, "image_std": 59, "do_convert_rgb": 59, "rescal": 59, "deviat": 59, "clipprocessor": 59, "crop_pct": 59, "tailor": 59, "convnext": 59, "percentag": 59, "prepar": 59, "replic": 59, "build": [59, 74, 82], "blip": 59, "255": 59, "openai_clip_mean": 59, "openai_clip_std": 59, "accord": 59, "behavior": 59, "mobilenetv2": 59, "per": 59, "equival": 59, "bg": 60, "strict_level": 60, "min_select": 60, "min_width": 60, "min_height": 60, "min_resolut": 60, "strict": [60, 94, 100], "get_imag": 60, "get_image_fil": 60, "list_image_fil": 60, "random_imag": 60, "randomli": 60, "random_image_fil": 60, "8057": 60, "000000": 60, "000001": 60, "000002": 60, "000003": 60, "000004": 60, "home": 60, "dgh": [60, 68, 109], "2400x1600": 60, "0x7feb86ed5160": 60, "003258": 60, "400x400": 60, "0x7feb86a748b0": 60, "quickli": 61, "backgroundimageset": 61, "list_bg_image_fil": 61, "get_bg_image_fil": 61, "get_bg_imag": 61, "random_bg_image_fil": 61, "random_bg_imag": 61, "opencv": 62, "denois": [62, 67], "inspir": [62, 71, 75, 82, 102], "mf666": [62, 102], "mist": 62, "fucker": 62, "diameter_min": 62, "diameter_max": 62, "sigma_color_min": 62, "sigma_color_max": 62, "sigma_space_min": 62, "sigma_space_max": 62, "radius_min": 62, "radius_max": 62, "eps_min": 62, "eps_max": 62, "b_iter": 62, "g_iter": 62, "random": [62, 80], "bilater": 62, "guid": 62, "stage": 62, "preserv": 62, "diamet": 62, "sigma": 62, "space": [62, 71, 82], "window": [62, 67], "term": 62, "contrib": 62, "noisy_imag": 62, "cleaned_img": 62, "cleaned_imag": 62, "blurri": [63, 67], "noisi": 63, "nafnet": [63, 106], "scunet": [63, 64, 106], "adversari": [63, 106], "remove_adversarial_nois": 63, "restore_with_nafnet": 63, "restore_with_scunet": 63, "ve": 64, "gaussian": 64, "To": 64, "correctli": 64, "credibl": 64, "rgg": [64, 65], "red": [64, 73], "gopro": 64, "sidd": 64, "tile_s": [64, 65, 83], "tile_overlap": [64, 65, 83], "batch_siz": [64, 65, 83], "nafnetmodeltyp": 64, "tile": [64, 65, 83], "gan": 65, "128": 65, "scunetmodeltyp": 65, "automatic1111": 66, "stabl": [66, 67, 89, 109], "diffus": [66, 67, 89], "webui": [66, 67, 68], "novelai": 66, "sdwui": 66, "submodul": 66, "nai": [66, 106], "docstr": 66, "sdmetadata": 66, "parse_sdmeta_from_text": 66, "get_sdmeta_from_imag": 66, "save_image_with_sdmeta": 66, "read_metadata": 66, "save_with_metadata": 66, "naimetadata": 66, "get_naimeta_from_imag": 66, "add_naimeta_to_imag": 66, "save_image_with_naimeta": 66, "formatt": 67, "a1111": 67, "sd_metadata_simpl": 67, "sd_metadata_complex": 67, "prompt": 67, "neg_prompt": 67, "neg": 67, "__str__": 67, "sd1": 67, "extrem": 67, "delic": 67, "beauti": 67, "offici": 67, "global": [67, 105], "illumin": 67, "soft": 67, "shadow": 67, "super": 67, "light": 67, "novel": [67, 69], "4k": 67, "metal_textur": 67, "striped_background": 67, "rich": 67, "cg": 67, "uniti": 67, "8k": 67, "wallpap": 67, "unreal": 67, "sci": 67, "fi": 67, "fantasi": 67, "silver_skin": 67, "cut": [67, 73], "silver_impossible_bodysuit": 67, "gem_on_chest": 67, "cut_silver_mechanical_leotard": 67, "headgear": [67, 73], "1_girl": 67, "solo": [67, 72, 73, 74, 75, 79, 80, 81, 82], "slim_waist": 67, "hair": [67, 73], "long": 67, "lumin": 67, "medium_breast": [67, 81], "indistinct_camelto": 67, "flat_crotch": 67, "coquettish": 67, "squint": 67, "evil_smil": 67, "dark_persona": 67, "mouth": 67, "wet": 67, "slim_fac": 67, "tall_girl": 67, "matur": 67, "mature_fac": 67, "slim_figur": 67, "slim_leg": 67, "groin": 67, "bare_thigh": 67, "easyneg": 67, "sketch": 67, "ugli": 67, "huge": 67, "logo": 67, "monochrom": [67, 93, 96, 106], "bad": 67, "mutat": 67, "horror": 67, "geometri": 67, "bad_prompt": 67, "miss": 67, "finger": 67, "limb": 67, "anatomi": 67, "interlock": 67, "digit": 67, "arm": 67, "2girl": 67, "deform": 67, "artist": 67, "blush": [67, 74, 75, 79, 82], "lipstick": 67, "skindent": 67, "tie": 67, "big_breast": 67, "thighhigh": [67, 74], "pubic_hair": [67, 73], "3d": [67, 91], "realist": 67, "slip": [67, 76], "head_out_of_fram": 67, "curvi": 67, "sampler": 67, "ddim": 67, "cfg": 67, "seed": 67, "3827064803": 67, "512x848": 67, "hash": 67, "eb49192009": 67, "anidosmix": 67, "skip": 67, "new_imag": 67, "let": 67, "what": 67, "nslim_fac": 67, "848": 67, "_sdmeta_text": 67, "directli": 67, "starri": 67, "night": 67, "daylight": 67, "euler": 67, "sd2": 67, "1girl": [67, 72, 73, 74, 75, 76, 79, 80, 81, 82], "blue": 67, "footwear": 67, "shoe": 67, "bang": [67, 73, 74, 79, 82], "indoor": 67, "sleev": 67, "ahog": [67, 73, 74, 75, 79, 82], "dress": [67, 73], "pot": 67, "plant": 67, "bag": [67, 74, 75, 79, 82], "bun": [67, 73], "lora": 67, "bluearchive10": 67, "bluearchiv": 67, "neg1": 67, "dpm": 67, "2m": 67, "sde": 67, "karra": 67, "2647703743": 67, "768x768": 67, "72bd94132e": 67, "cutemix": 67, "strength": 67, "controlnet": 67, "control_v11p_sd15_openpos": 67, "cab727d4": 67, "weight": 67, "perfect": 67, "param": 67, "hire": 67, "upscal": [67, 106], "latent": 67, "ti": 67, "339cc9210f70": 67, "66a7279a88dd": 67, "info": 67, "underli": [67, 85], "sd_meta": 67, "scope": 67, "dst_file": [67, 69], "webp": 67, "systemerror": [67, 69], "input_imag": 67, "output_imag": 67, "a41": 68, "safetensor": 68, "torch": 68, "command": [68, 109], "pip": [68, 109], "_check_env": 68, "model_fil": 68, "key1": 68, "value1": 68, "key2": 68, "value2": 68, "src_model_fil": 68, "dst_model_fil": 68, "new_metadata": 68, "john": 68, "doe": [68, 72, 80, 94, 100], "input_model": 68, "output_model": 68, "softwar": 69, "generation_tim": 69, "dataclass": 69, "encapsul": 69, "taken": 69, "alia": 69, "success": [69, 109], "add_lsb_meta": 69, "save_metainfo": 69, "metainfo": 69, "prefer": 69, "isneti": [70, 106], "get_isnetis_mask": 70, "segment_with_isneti": 70, "segment_rgba_with_isneti": 70, "co": 71, "seg": 71, "1024": [71, 82], "app": 71, "l8": 71, "00ff00": 71, "mask_": 71, "image_": 71, "hutao_seg": 71, "skadi": [71, 74, 75, 79, 82], "skadi_seg": 71, "drop": [72, 73, 74, 79, 81, 82], "cosplai": 72, "no_eyewear": 72, "eyewear": [72, 73], "span": [72, 73], "matter": [72, 73], "red_hair": [72, 73, 80, 81], "use_preset": 72, "custom_blacklist": 72, "onlin": 72, "preset": 72, "ones": 72, "neither": [72, 73], "nor": [72, 73], "anal_hair": 73, "anal_tail": 73, "arm_behind_head": 73, "arm_hair": 73, "arm_under_breast": 73, "arms_behind_head": 73, "bird_on_head": 73, "blood_in_hair": 73, "breasts_on_glass": 73, "breasts_on_head": 73, "cat_on_head": 73, "closed_ey": 73, "clothed_female_nude_femal": 73, "clothed_female_nude_mal": 73, "clothed_male_nude_femal": 73, "clothes_between_breast": 73, "cream_on_fac": 73, "drying_hair": 73, "empty_ey": 73, "face_to_breast": 73, "food_on_fac": 73, "food_on_head": 73, "game_boi": 73, "grabbing_anoth": 73, "s_hair": 73, "grabbing_own_breast": 73, "gun_to_head": 73, "head_between_breast": 73, "heart_in_ey": 73, "multiple_boi": 73, "multiple_girl": 73, "object_on_breast": 73, "object_on_head": 73, "paint_splatter_on_fac": 73, "parted_lip": [73, 74, 75, 79, 82], "penis_on_fac": 73, "person_on_head": 73, "pokemon_on_head": 73, "rabbit_on_head": 73, "rice_on_fac": 73, "severed_head": 73, "star_in_ey": 73, "sticker_on_fac": 73, "tentacles_on_mal": 73, "tying_hair": 73, "built": [73, 85], "mutabl": 73, "constructor": 73, "empti": 73, "hold": [73, 74, 75, 79, 82], "futa": 73, "cum": 73, "rub": 73, "shade": 73, "plai": 73, "drill": 73, "skin": 73, "sidelock": 73, "twintail": [73, 74, 75, 79, 82], "braid": 73, "afro": 73, "bald": 73, "dreadlock": 73, "ponytail": 73, "updo": 73, "beard": 73, "mustach": 73, "pointi": 73, "horn": 73, "tail": 73, "ornament": 73, "hairband": 73, "pupil": 73, "bow": [73, 74, 75], "headwear": 73, "ribbon": [73, 75, 79], "crown": 73, "cap": 73, "hairclip": [73, 79], "mole": 73, "halo": 73, "fluff": 73, "flower": [73, 74, 75, 79, 82], "glass": [73, 76], "fang": 73, "boi": 73, "beret": 73, "heterochromia": 73, "headdress": 73, "eyepatch": 73, "headphon": 73, "eyebrow": 73, "eyelash": 73, "sunglass": 73, "intak": 73, "scrunchi": 73, "ear_pierc": 73, "headband": 73, "ring": 73, "under_mouth": 73, "freckl": 73, "lip": 73, "eyelin": 73, "eyeshadow": 73, "tassel": 73, "whitelist_suffix": 73, "whitelist_prefix": 73, "whitelist_word": 73, "suffix": [73, 78], "pool": 73, "whitelist": 73, "blacklist": [73, 77, 106], "singular": 73, "plural": 73, "chair": 73, "whole": 73, "word": 73, "hear": 73, "72": 73, "outdat": 74, "anymor": 74, "baselin": 74, "practic": 74, "use_real_nam": [74, 79], "general_threshold": [74, 75, 82], "character_threshold": [74, 75, 82], "drop_overlap": [74, 75, 79, 82], "real": [74, 79, 96, 106], "renam": [74, 79], "redirect": [74, 79], "mani": [74, 79], "websit": [74, 79], "rate": [74, 75, 82, 94, 96, 106], "char": [74, 75, 82], "9897817373275757": 74, "question": [74, 75, 82, 94], "010265946388244629": 74, "explicit": [74, 75, 82, 94], "2809715270996094e": 74, "9939777851104736": 74, "5032387375831604": 74, "black_bord": 74, "9943548440933228": 74, "black_glov": [74, 75, 79, 82], "5011609792709351": 74, "blue_ski": [74, 75, 79, 82], "6877802610397339": 74, "5543792843818665": 74, "8268730640411377": 74, "cloud": [74, 75, 79, 82], "8504303693771362": 74, "cowboy_shot": [74, 75, 79, 82], "6008237600326538": 74, "crop_top": [74, 75, 79, 82], "6635787487030029": 74, "dai": [74, 75, 79, 82], "8496965765953064": 74, "glove": [74, 75, 79, 82], "6107005476951599": 74, "hair_between_ey": [74, 75, 79, 82], "668294370174408": 74, "5619469285011292": 74, "holding_baseball_bat": [74, 75, 79, 82], "5141720771789551": 74, "letterbox": 74, "long_hair": [74, 75, 79, 81, 82], "9884189963340759": 74, "looking_at_view": [74, 75, 79, 82], "5673105120658875": 74, "midriff": [74, 75, 79, 82], "6290556192398071": 74, "navel": [74, 75, 79, 82], "9631235003471375": 74, "no_hat": [74, 75, 79], "7978747487068176": 74, "no_headwear": [74, 75, 79, 82], "7577926516532898": 74, "outdoor": [74, 75, 79, 82], "7118550539016724": 74, "5452839136123657": 74, "pillarbox": 74, "9841411709785461": 74, "red_ey": [74, 75, 79, 82], "958786129951477": 74, "shirt": [74, 75, 79, 82], "6720131039619446": 74, "short_sleev": [74, 75, 79, 82], "7077711820602417": 74, "silver_hair": [74, 75, 79], "6673924326896667": 74, "sky": [74, 75, 79, 82], "8709812760353088": 74, "9614333510398865": 74, "sportswear": [74, 75, 79, 82], "7786177396774292": 74, "6842771172523499": 74, "sweat": [74, 75, 79, 82], "9076308012008667": 74, "thigh": [74, 75, 79, 82], "580970823764801": 74, "skadi_": [74, 75, 82], "arknight": [74, 75, 82], "9633345007896423": 74, "9988503456115723": 74, "001651763916015625": 74, "00012505054473876953": 74, "9829280972480774": 74, "894218385219574": 74, "8733789920806885": 74, "backpack": [74, 75, 79, 82], "6322951316833496": 74, "9987058639526367": 74, "bag_charm": [74, 75], "9754379987716675": 74, "6810564994812012": 74, "9708781838417053": 74, "6356008052825928": 74, "5633733868598938": 74, "brick_wal": 74, "5315935611724854": 74, "brown_hair": [74, 75, 79, 82], "9397273659706116": 74, "9229896664619446": 74, "charm_": [74, 75], "9006357789039612": 74, "citi": 74, "9020784497261047": 74, "cityscap": 74, "9547432661056519": 74, "5296419262886047": 74, "8253412246704102": 74, "5619839429855347": 74, "hair_flow": [74, 75, 79, 82], "8277763724327087": 74, "hair_orna": [74, 75, 79, 82], "9356368780136108": 74, "hair_ribbon": [74, 75, 79], "5288072824478149": 74, "jacket": [74, 75, 79, 82], "6336134076118469": 74, "9703260064125061": 74, "8188960552215576": 74, "phone_screen": 74, "9579574465751648": 74, "9954615235328674": 74, "plaid": [74, 75, 79], "9725285172462463": 74, "plaid_skirt": [74, 75, 79], "9638455510139465": 74, "pleated_skirt": [74, 75, 79, 82], "7226815819740295": 74, "5321241021156311": 74, "red_nail": [74, 79], "5493080615997314": 74, "school_bag": [74, 75], "9863407611846924": 74, "school_uniform": [74, 75, 79, 82], "6794284582138062": 74, "5062428116798401": 74, "shoulder_bag": 74, "9325523972511292": 74, "skirt": [74, 75, 79, 82], "92237788438797": 74, "skyscrap": 74, "7728171348571777": 74, "sleeves_past_wrist": [74, 75, 79], "7257086038589478": 74, "smile": [74, 75, 79, 82], "5357837080955505": 74, "6939404010772705": 74, "7054293155670166": 74, "tongu": [74, 75, 79, 82], "9990814924240112": 74, "tongue_out": [74, 75, 79, 82], "9992498755455017": 74, "5012534260749817": 74, "very_long_hair": [74, 75, 79, 81, 82], "7461410164833069": 74, "lagpixellol": 75, "deepgelbooru_onnx": 75, "categori": [75, 90, 98], "dim": [75, 82], "9986732006072998": 75, "0013858973979949951": 75, "315376281738281e": 75, "9972434639930725": 75, "basebal": [75, 82], "5982598662376404": 75, "baseball_bat": [75, 79, 82], "6429562568664551": 75, "bike_short": 75, "36296138167381287": 75, "8308937549591064": 75, "black_shirt": [75, 79, 82], "7388008832931519": 75, "6039759516716003": 75, "30909663438796997": 75, "9694308042526245": 75, "6422968506813049": 75, "5898381471633911": 75, "8145260810852051": 75, "652222216129303": 75, "dolphin_short": 75, "466494083404541": 75, "7183809280395508": 75, "6753682494163513": 75, "7302790880203247": 75, "6649775505065918": 75, "large_breast": [75, 79, 82], "8446108102798462": 75, "98187655210495": 75, "8140730857849121": 75, "6360533833503723": 75, "9635934829711914": 75, "33370012044906616": 75, "44239571690559387": 75, "7891374826431274": 75, "6471294164657593": 75, "9958090782165527": 75, "8736815452575684": 75, "872096061706543": 75, "5640895366668701": 75, "5049663186073303": 75, "8832778930664062": 75, "9687467813491821": 75, "sports_bra": 75, "3659853935241699": 75, "9309735298156738": 75, "49939480423927307": 75, "stomach": [75, 79, 82], "446407288312912": 75, "809670090675354": 75, "6560589075088501": 75, "47956040501594543": 75, "9832853674888611": 75, "9994162321090698": 75, "0008397102355957031": 75, "00035390257835388184": 75, "9926226139068604": 75, "899387001991272": 75, "34215790033340454": 75, "5701972246170044": 75, "9512913227081299": 75, "6664570569992065": 75, "5614628791809082": 75, "33615976572036743": 75, "5770801305770874": 75, "987317681312561": 75, "37286585569381714": 75, "cardigan": [75, 79], "36409223079681396": 75, "7329680919647217": 75, "collared_shirt": [75, 79], "5924292206764221": 75, "4344901144504547": 75, "7465001344680786": 75, "5225946307182312": 75, "6976451873779297": 75, "9265321493148804": 75, "34527891874313354": 75, "6675043106079102": 75, "9096828699111938": 75, "long_sleev": [75, 79, 82], "41341525316238403": 75, "8418735265731812": 75, "miniskirt": [75, 79], "3675632178783417": 75, "nail_polish": [75, 79], "5284417867660522": 75, "open_cloth": [75, 79], "30296844244003296": 75, "48789578676223755": 75, "36596980690956116": 75, "7759367227554321": 75, "6535028219223022": 75, "8975257873535156": 75, "36911237239837646": 75, "4171145558357239": 75, "3942635953426361": 75, "6772940754890442": 75, "9397937655448914": 75, "5207280516624451": 75, "4673041105270386": 75, "9118321537971497": 75, "9967410564422607": 75, "9970728158950806": 75, "8419480323791504": 75, "6489560604095459": 75, "white_shirt": [75, 79], "6217572689056396": 75, "underscor": [76, 82], "convent": 76, "restor": [76, 106], "use_spac": 76, "use_escap": 76, "include_scor": 76, "score_descend": 76, "_": 76, "escap": 76, "unsaf": 76, "sort": [76, 80], "descend": 76, "panty_pul": 76, "6826801300048828": 76, "958938717842102": 76, "drinking_glass": 76, "9340789318084717": 76, "areola_slip": 76, "41196826100349426": 76, "9988248348236084": 76, "drink": 76, "pull": 76, "areola": 76, "999": 76, "959": 76, "934": 76, "683": 76, "412": 76, "mldanbooru": [77, 106], "get_mldanbooru_tag": 77, "wd14": [77, 79, 106], "get_wd14_tag": [77, 79], "convert_wd14_emb_to_predict": 77, "denormalize_wd14_emb": 77, "deepdanbooru": [77, 79, 106], "get_deepdanbooru_tag": [77, 79], "deepgelbooru": [77, 106], "get_deepgelbooru_tag": 77, "add_underlin": 77, "remove_underlin": 77, "tags_to_text": 77, "drop_overlap_tag": 77, "is_blacklist": 77, "drop_blacklisted_tag": 77, "char_whitelist_suffix": 77, "char_whitelist_prefix": 77, "char_whitelist_word": 77, "char_suffix": 77, "char_prefix": 77, "charactertagpool": 77, "is_basic_character_tag": 77, "drop_basic_character_tag": 77, "sort_tag": 77, "tag_match_suffix": 77, "tag_match_prefix": 77, "tag_match_ful": 77, "t1": 78, "t2": 78, "fulli": 78, "ml": 79, "448": 79, "keep_ratio": 79, "9999984502792358": [79, 101], "9999946355819702": 79, "9994951486587524": 79, "998144268989563": 79, "9978417158126831": 79, "9941409230232239": 79, "9799384474754333": 79, "979142427444458": 79, "961823582649231": 79, "961323618888855": 79, "9490893483161926": 79, "9450850486755371": 79, "9425153136253357": 79, "9409335255622864": 79, "9319437146186829": 79, "9265308976173401": 79, "9259042143821716": 79, "922250509262085": 79, "9199565052986145": 79, "9175475835800171": 79, "9102761745452881": 79, "9076938629150391": 79, "9052775502204895": 79, "8938589692115784": 79, "8894285559654236": 79, "8891903162002563": 79, "8845980763435364": 79, "8842408061027527": 79, "8659475445747375": 79, "862621009349823": 79, "8616052865982056": 79, "8562789559364319": 79, "short_short": [79, 82], "8555729389190674": 79, "8533340096473694": 79, "black_short": [79, 82], "8477485775947571": 79, "8430152535438538": 79, "tied_long_hair": [79, 82], "8340626955032349": 79, "crop_top_overhang": 79, "8266023397445679": 79, "8222048282623291": 79, "8202669620513916": 79, "8061150312423706": 79, "ass_visible_through_thigh": [79, 82], "7803354859352112": 79, "thigh_gap": [79, 82], "7789446711540222": 79, "arms_up": 79, "7052110433578491": 79, "9999866485595703": 79, "997043788433075": 79, "9969649910926819": 79, "9957101345062256": 79, "9928386807441711": 79, "9886980056762695": 79, "9864778518676758": 79, "ghost": [79, 82], "9769423007965088": 79, "9747489094734192": 79, "9736957550048828": 79, "9388670325279236": 79, "9356311559677124": 79, "91000896692276": 79, "8955123424530029": 79, "8910233378410339": 79, "8904104828834534": 79, "8881211280822754": 79, "8876776695251465": 79, "8864808678627014": 79, "8810517191886902": 79, "8798807263374329": 79, "8765745162963867": 79, "8737136125564575": 79, "8650439381599426": 79, "8613706827163696": 79, "blue_cardigan": 79, "8571277260780334": 79, "8333670496940613": 79, "8160212635993958": 79, "eyebrows_visible_through_hair": 79, "8122442364692688": 79, "8091571927070618": 79, "8082079887390137": 79, "8048468232154846": 79, "8042327165603638": 79, "7984272241592407": 79, "blazer": [79, 82], "794708251953125": 79, "78981614112854": 79, "7892146110534668": 79, "shaped_pupil": [79, 82], "7867060899734497": 79, "gradient_hair": 79, "786359965801239": 79, "7790888547897339": 79, "brown_skirt": 79, "7760675549507141": 79, "774523913860321": 79, "7721588015556335": 79, "7697228789329529": 79, "755959689617157": 79, "multicolored_hair": 79, "7477189898490906": 79, "7476690411567688": 79, "rail": 79, "7476617693901062": 79, "blue_jacket": 79, "7458406090736389": 79, "741143524646759": 79, "7364678978919983": 79, "7193643450737": 79, "red_neckwear": 79, "7108616828918457": 79, "7086325287818909": 79, "7055293321609497": 79, "7039415836334229": 79, "7018357515335083": 79, "shuffl": 80, "count": [80, 107, 108], "2boi": 80, "cat_ear": 80, "uniqu": 80, "8849405313291128": 81, "8548297594823425": 81, "03910296474461261": 81, "6615180440330748": 81, "21552028866308015": 81, "3165260620737027": 81, "47744464927382957": 81, "tagger": 82, "smilingwolf": 82, "wd": 82, "swinv2_v3": 82, "general_mcut_en": 82, "character_mcut_en": 82, "no_underlin": 82, "mcut": 82, "replac": 82, "index": [82, 109], "follw": 82, "valuabl": 82, "enabl": 82, "rapid": 82, "queri": 82, "0011444687843322754": 82, "8876402974128723": 82, "106781005859375": 82, "000277101993560791": 82, "997527003288269": 82, "9797663688659668": 82, "9905703663825989": 82, "9761719703674316": 82, "8981098532676697": 82, "8810765743255615": 82, "9498510360717773": 82, "8377365469932556": 82, "945058286190033": 82, "9457170367240906": 82, "969594419002533": 82, "7881088852882385": 82, "7687551379203796": 82, "9301245212554932": 82, "6703325510025024": 82, "white_hair": 82, "5292627811431885": 82, "8677047491073608": 82, "grey_hair": 82, "5859264731407166": 82, "9536856412887573": 82, "8056888580322266": 82, "8394746780395508": 82, "9473626613616943": 82, "8986269235610962": 82, "9385137557983398": 82, "8408567905426025": 82, "alternate_costum": 82, "4245271384716034": 82, "931140661239624": 82, "8830795884132385": 82, "7279844284057617": 82, "artist_nam": 82, "5333830714225769": 82, "64717698097229": 82, "9516432285308838": 82, "9655293226242065": 82, "9485014081001282": 82, "7366660833358765": 82, "7161656618118286": 82, "5858667492866516": 82, "6186309456825256": 82, "41193312406539917": 82, "467605859041214": 82, "36282333731651306": 82, "3756745457649231": 82, "motion_blur": 82, "5091936588287354": 82, "951993465423584": 82, "5634750723838806": 82, "8232709169387817": 82, "9869340658187866": 82, "49491602182388306": 82, "5193622708320618": 82, "003406703472137451": 82, "0007208287715911865": 82, "9798132181167603": 82, "8046203851699829": 82, "7596215009689331": 82, "7620116472244263": 82, "46084529161453247": 82, "48454540967941284": 82, "5152207016944885": 82, "8023070096969604": 82, "8653596639633179": 82, "7201820611953735": 82, "7816740870475769": 82, "697688639163971": 82, "8974947333335876": 82, "7491052746772766": 82, "5015512704849243": 82, "6401398181915283": 82, "43420469760894775": 82, "4528769850730896": 82, "5730487704277039": 82, "6739872694015503": 82, "5545973181724548": 82, "6946243047714233": 82, "5487751364707947": 82, "7439308166503906": 82, "4186026453971863": 82, "47378358244895935": 82, "4690653085708618": 82, "7565015554428101": 82, "hu_tao_": 82, "genshin_impact": 82, "9262397289276123": 82, "boo_tao_": 82, "942080020904541": 82, "denorm": 82, "denormalizer_nam": 82, "mnum2_al": 82, "understand": 82, "redund": 82, "structur": [82, 106], "b": 82, "r": [82, 94, 100], "c": 82, "linalg": 82, "norm": 82, "approx": [82, 83], "1e": 82, "cdc_anime_onnx": 83, "realli": 83, "As": [83, 94, 100], "1024x1024": 83, "2060": 83, "gpu": 83, "cost": 83, "cpu": [83, 88, 107, 108], "experi": 83, "hgsr": 83, "mhr": 83, "aug_x4_320": 83, "cute_waifu_aroma": 83, "pngimageplugin": 83, "pngimagefil": 83, "1168x1168": 83, "0x7f0e8ca06880": 83, "4672x4672": 83, "0x7f0e48edb640": 83, "cdc": [84, 106], "upscale_with_cdc": 84, "lru_cach": 85, "wrap": 85, "synchron": 85, "prevent": 85, "race": 85, "condit": 85, "maxsiz": 85, "expensive_funct": 85, "expens": 85, "lock": [85, 105], "safeti": [85, 102], "multithread": 85, "my_funct": 85, "introduc": 85, "acquisit": 85, "critic": 85, "mathemat": 86, "activ": 86, "deep": 86, "problem": [86, 94, 100], "input_valu": 86, "frac": 86, "26894142": 86, "73105858": 86, "ts_lru_cach": 87, "get_onnx_provid": 87, "open_onnx_model": 87, "cudaexecutionprovid": 88, "cpuexecutionprovid": 88, "ckpt": 88, "inferencesess": 88, "onnx_mod": 88, "decid": 88, "linux": [88, 107, 108], "execut": [88, 107, 108], "ignor": 88, "cuda": [88, 107, 108], "forc": 88, "anime_ai_check": 89, "mobilenetv3_sce_dist": [89, 100, 104], "mainli": 89, "caformer_s36_plus_sc": 89, "graph": 89, "9996960163116455": 89, "9999125003814697": 89, "997803270816803": 89, "9960069060325623": 89, "9887709021568298": 89, "9998629093170166": 89, "0013722758740186691": 89, "00020673229300882667": 89, "0001895089662866667": 89, "0008857478387653828": 89, "552320024231449e": 89, "001168627175502479": 89, "bangumi": [90, 91], "vision": 90, "imageri": 90, "bangumi_char_typ": 90, "definit": [90, 97], "video": 90, "secondari": 90, "often": 90, "lack": 90, "lead": 90, "under": [90, 109], "three": 90, "judg": 90, "anime_portrait": [90, 96], "mobilenetv3_v0_dist": [90, 99, 103, 104], "9998525381088257": 90, "00012103465269319713": 90, "6464786313008517e": 90, "906112609314732e": 90, "06": [90, 91, 93, 98, 99, 100, 101, 103], "9997243285179138": 90, "0002490800397936255": 90, "7215803381986916e": 90, "354368557978887e": 90, "9998849630355835": 90, "90006631379947e": 90, "3920385754317977e": 90, "2084233276254963e": 90, "9998877048492432": 90, "732793503440917e": 90, "4264976925915107e": 90, "0623419257171918e": 90, "07076334953308105": 90, "9290977716445923": 90, "0001044218079186976": 90, "4467317163944244e": 90, "2568268832401372e": 90, "9999498128890991": 90, "1810528778587468e": 90, "879474429093534e": 90, "260669109295122e": 90, "9999510049819946": 90, "2321036592766177e": 90, "025227553938748e": 90, "4251427273848094e": 90, "999957799911499": 90, "4273678718600422e": 90, "6884023302263813e": 90, "880981603288092e": 90, "0002326338435523212": 90, "9996368885040283": 90, "164971561403945e": 90, "00020793956355191767": 90, "13438372313976288": 90, "8652494549751282": 90, "000158855298650451": 90, "000238816806813702": 90, "3589179217815399": 90, "6406960487365723": 90, "0001471740542910993": 90, "002255884697660804": 90, "08208147436380386": 90, "9152728915214539": 90, "00038967153523117304": 90, "227699592884164e": 90, "0835404282261152e": 90, "1437502406770363e": 90, "9999284744262695": 90, "2125529792683665e": 90, "0218892384727951e": 90, "00011914174683624879": 90, "9998584985733032": 90, "2007669283775613e": 90, "6357082131435163e": 90, "3068713896209374e": 90, "9999185800552368": 90, "066640925273532e": 90, "529400813335087e": 90, "089402500540018e": 90, "9999388456344604": 90, "6406959295272827": 90, "not_paint": 91, "anime_classif": 91, "older": 91, "mobilenetv3_v1": [91, 101], "5_dist": 91, "3_dist": 91, "plot": [91, 94, 100, 104], "caformer_s36_v1": 91, "3_focal": 91, "8346158862113953": 91, "004201625939458609": 91, "0028638991061598063": 91, "15633030235767365": 91, "001988308737054467": 91, "9868855476379395": 91, "001178382197394967": 91, "00015886101755313575": 91, "0005986307514831424": 91, "011178601533174515": 91, "9933090209960938": 91, "0012440024875104427": 91, "00040085514774546027": 91, "004924307577311993": 91, "00012189441622467712": 91, "00031298911198973656": 91, "9968050718307495": 91, "182305903872475e": 91, "0027923565357923508": 91, "7805559259140864e": 91, "0004650334012694657": 91, "996709942817688": 91, "736721191671677e": 91, "0027629584074020386": 91, "4619508621981367e": 91, "0003803370927926153": 91, "998649537563324": 91, "190127922105603e": 91, "0008622839814051986": 91, "595230686594732e": 91, "0004573142796289176": 91, "00031435859273187816": 91, "8671838641166687": 91, "13199880719184875": 91, "563074617180973e": 91, "153919796110131e": 91, "290010737255216e": 91, "9727378487586975": 91, "027150526642799377": 91, "162296004826203e": 91, "4933258828241378e": 91, "0004275702522136271": 91, "995402455329895": 91, "002233930164948106": 91, "001911122351884842": 91, "1603819727897644": 91, "0007561995880678296": 91, "00017044576816260815": 91, "838487982749939": 91, "0002034590725088492": 91, "005001617129892111": 91, "000932251859921962": 91, "009352140128612518": 91, "9846979379653931": 91, "6018555470509455e": 91, "004064667969942093": 91, "464051254326478e": 91, "025772539898753166": 91, "9699516296386719": 91, "00011656546121230349": 91, "287263775244355e": 91, "370255853951676e": 91, "01098843663930893": 91, "0031668643932789564": 91, "9857884049415588": 91, "499273488065228e": 91, "8419872251106426e": 91, "0003471920208539814": 91, "029472889378666878": 91, "9700765609741211": 91, "0012387704337015748": 91, "001172148622572422": 91, "787473391043022e": 91, "003680602880194783": 91, "9938107132911682": 91, "8346157073974609": 91, "8671836853027344": 91, "8384883403778076": 91, "9846979975700378": 91, "9700766801834106": 91, "greyscal": 92, "jpeg_ful": [92, 105], "6125901": 92, "6125785": [92, 105], "6124220": 92, "rough": [93, 94, 100], "polish": 93, "mobilenetv3_v2": 93, "2_dist": [93, 101], "910087929805741e": 93, "1241951510310173": 93, "8757457137107849": 93, "00018937293498311192": 93, "030049214139580727": 93, "9697614312171936": 93, "008933082222938538": 93, "05096456781029701": 93, "9401022791862488": 93, "009832272306084633": 93, "9898634552955627": 93, "00030428936588577926": 93, "013919820077717304": 93, "9819902181625366": 93, "004089969675987959": 93, "04166747257113457": 93, "9582782983779907": 93, "4218515288084745e": 93, "8849249482154846": 93, "1149177998304367": 93, "0001573085755808279": 93, "9907882809638977": 93, "008958994410932064": 93, "0002527958422433585": 93, "9831690788269043": 93, "01682441122829914": 93, "613856385229155e": 93, "8757458329200745": 93, "8849248290061951": 93, "million": 94, "anime_r": [94, 96], "boundari": [94, 100], "challeng": [94, 100], "clean": [94, 100], "judgment": [94, 100], "intend": [94, 100], "quick": [94, 100, 106], "estim": [94, 100], "basi": [94, 100], "mobilenetv3_large_100_v0_ls0": 94, "caformer_s36_v0_ls0": 94, "7508869767189026": 94, "7034655809402466": 94, "728887677192688": 94, "7404400110244751": 94, "7446154952049255": 94, "7514738440513611": 94, "768704354763031": 94, "8219676613807678": 94, "7267540693283081": 94, "7645740509033203": 94, "7216582894325256": 94, "7615436315536499": 94, "815083920955658": 94, "8321858644485474": 94, "8204999566078186": 94, "820833146572113": 94, "chdir": 94, "doc": 94, "api_doc": 94, "7508870363235474": 94, "11212056130170822": 94, "06781744956970215": 94, "06917501986026764": 94, "7034654021263123": 94, "15903906524181366": 94, "06688199192285538": 94, "07061357796192169": 94, "7288877964019775": 94, "1476859599351883": 94, "060362350195646286": 94, "06306383013725281": 94, "7404399514198303": 94, "10337048768997192": 94, "08087948709726334": 94, "07530999928712845": 94, "055992450565099716": 94, "7446154356002808": 94, "13191790878772736": 94, "06747424602508545": 94, "06458679586648941": 94, "10566363483667374": 94, "07827574014663696": 94, "07079866528511047": 94, "7687042951583862": 94, "09974884241819382": 94, "06074819341301918": 94, "050435908138751984": 94, "8219675421714783": 94, "0593985915184021": 94, "06819795072078705": 94, "06569571048021317": 94, "1177448257803917": 94, "726753830909729": 94, "08980562537908554": 94, "06481882929801941": 94, "06922297924757004": 94, "10138414055109024": 94, "06351721286773682": 94, "07683827728033066": 94, "13798624277114868": 94, "05942752957344055": 94, "10584963858127594": 94, "7615437507629395": 94, "07317910343408585": 94, "060196295380592346": 94, "06751583516597748": 94, "0572039857506752": 94, "05398125201463699": 94, "06124086305499077": 94, "0525919646024704": 94, "8321859240531921": 94, "05922013148665428": 94, "06274889409542084": 94, "057530902326107025": 94, "8205001354217529": 94, "05683052912354469": 94, "06635929644107819": 94, "05597696080803871": 94, "8208332657814026": 94, "non_furri": 95, "mobilenetv3_v0": 95, "1_dist": 95, "9898804426193237": 95, "010119626298546791": 95, "9677742123603821": 95, "032225821167230606": 95, "959551215171814": 95, "040448784828186035": 95, "9535530209541321": 95, "04644693806767464": 95, "04358793422579765": 95, "9564120769500732": 95, "02767963521182537": 95, "9723203182220459": 95, "028900373727083206": 95, "9710996150970459": 95, "037573859095573425": 95, "9624261260032654": 95, "aicheck": [96, 106], "get_ai_created_scor": 96, "is_ai_cr": 96, "bangumi_char": [96, 106], "anime_bangumi_char_scor": 96, "anime_bangumi_char": 96, "anime_classify_scor": 96, "anime_classifi": 96, "is_greyscal": 96, "anime_completeness_scor": 96, "anime_complet": 96, "dbrate": [96, 106], "anime_dbrating_scor": 96, "anime_dbr": 96, "furri": [96, 106], "anime_furry_scor": 96, "anime_furri": 96, "get_monochrome_scor": 96, "is_monochrom": 96, "nsfw_pred_scor": 96, "nsfw_pred": 96, "portrait": [96, 106], "anime_portrait_scor": 96, "anime_rating_scor": 96, "anime_real_scor": 96, "safe_check_scor": 96, "safe_check": 96, "style_ag": [96, 106], "anime_style_age_scor": 96, "anime_style_ag": 96, "teen": [96, 106], "anime_teen_scor": 96, "anime_teen": 96, "is_truncated_fil": 96, "screen": 97, "row": 97, "bottom": 97, "grayscal": 97, "monochrome_detect": 97, "mobilenetv3_large_100_dist_safe2": 97, "mobilenetv3_dist": 97, "caformer_s36": 97, "mono": 97, "9614395499229431": 97, "9458909034729004": 97, "9559807777404785": 97, "9651952981948853": 97, "9379720687866211": 97, "8814834356307983": 97, "03941023349761963": 97, "07492382079362869": 97, "09546589106321335": 97, "016521310433745384": 97, "005693843588232994": 97, "0315730981528759": 97, "Not": 98, "five": 98, "hentai": 98, "neutral": 98, "porn": 98, "sexi": 98, "infinit": 98, "nsfwj": 98, "tfj": 98, "mobil": 98, "9970946311950684": 98, "00198739324696362": 98, "000894528697244823": 98, "4315058251668233e": 98, "099447197513655e": 98, "9282580614089966": 98, "061733175069093704": 98, "008979619480669498": 98, "0007789491210132837": 98, "0002501663693692535": 98, "7945129871368408": 98, "2044062316417694": 98, "0005603990866802633": 98, "0004847997915931046": 98, "564094367902726e": 98, "7977773547172546": 98, "01352313905954361": 98, "18791256844997406": 98, "0004888656549155712": 98, "00029804420773871243": 98, "04498734697699547": 98, "9509441256523132": 98, "4087972633424215e": 98, "003999904729425907": 98, "4542059185914695e": 98, "002892113756388426": 98, "982390284538269": 98, "02520776737947e": 98, "014633022248744965": 98, "858086610212922e": 98, "002532319398596883": 98, "9887337684631348": 98, "231979568838142e": 98, "008699454367160797": 98, "8187158022774383e": 98, "03564726561307907": 98, "954788088798523": 98, "343036850215867e": 98, "009289607405662537": 98, "00020158555707894266": 98, "006372362840920687": 98, "006019102409482002": 98, "9694945812225342": 98, "015214097686111927": 98, "002899901708588004": 98, "0004039364866912365": 98, "00012730166781693697": 98, "987038791179657": 98, "007135333959013224": 98, "005294707603752613": 98, "06964848190546036": 98, "0014777459437027574": 98, "9276643395423889": 98, "0003031621454283595": 98, "0009063396137207747": 98, "00028707628371194005": 98, "00010888021643040702": 98, "9992460012435913": 98, "00015473493840545416": 98, "0002033217460848391": 98, "563037691696081e": 98, "008058490231633186": 98, "00044566826545633376": 98, "937960684299469": 98, "05353058874607086": 98, "364063445587817e": 98, "00562260951846838": 98, "00012077406427124515": 98, "9897090792655945": 98, "004547217860817909": 98, "564737981942017e": 98, "016690678894519806": 98, "001258736359886825": 98, "9766013622283936": 98, "005440687295049429": 98, "4481674952548929e": 98, "01861923187971115": 98, "0008914825739338994": 98, "9674761295318604": 98, "012998746708035469": 98, "691116141155362e": 98, "0007601747056469321": 98, "0005019629606977105": 98, "039504989981651306": 98, "9591660499572754": 98, "0001652583305258304": 98, "0002614929690025747": 98, "020374108105897903": 98, "029394468292593956": 98, "9498046040534973": 98, "00016299057460855693": 98, "004782819654792547": 98, "002861740067601204": 98, "12280157208442688": 98, "8693908452987671": 98, "0001731760276015848": 98, "304211274255067e": 98, "03286275267601013": 98, "010648751631379128": 98, "9562522172927856": 98, "999900221824646": 99, "645313209854066e": 99, "3387104445428122e": 99, "9999704360961914": 99, "4465465685352683e": 99, "071506166132167e": 99, "9999785423278809": 99, "512719154561637e": 99, "292278612818336e": 99, "919455750496127e": 99, "9999444484710693": 99, "3647335082350764e": 99, "0555699191172607e": 99, "9999880790710449": 99, "3210242286731955e": 99, "7451418898417614e": 99, "9999822378158569": 99, "2084267331811134e": 99, "7460413321023225e": 99, "1532473820352607e": 99, "9999996423721313": 99, "0316136922483565e": 99, "840229633236049e": 99, "9999998807907104": [99, 100], "736660568800289e": 99, "199210472208506e": 99, "9999992847442627": 99, "r15": 100, "r18": 100, "sankaku": 100, "mobilenetv3_v1_pruned_ls0": 100, "caformer_s36_plu": [100, 104], "5863172936624323e": 100, "480062353375615e": 100, "9924363493919373": 100, "007255776319652796": 100, "0003077814180869609": 100, "996969997882843": 100, "0030054834205657244": 100, "4601260520284995e": 100, "9966891407966614": 100, "003293127752840519": 100, "770909148035571e": 100, "00025384966284036636": 100, "9996721744537354": 100, "399192691082135e": 100, "973351603141055e": 100, "9998563528060913": 100, "391309580067173e": 100, "0018681309884414077": 100, "9827859997749329": 100, "015345841646194458": 100, "013710384257137775": 100, "8339558839797974": 100, "15233369171619415": 100, "951323833462084e": 100, "00029566374723799527": 100, "9997004270553589": 100, "00018434497178532183": 100, "568440272123553e": 100, "9997699856758118": 100, "11225129129889e": 100, "051862899563275e": 100, "9999485015869141": 100, "902020231791539e": 100, "0005639699520543218": 100, "9994290471076965": 100, "anime_real_cl": 101, "4_dist": 101, "9999716281890869": 101, "8398366339388303e": 101, "9992202520370483": 101, "0007797438884153962": 101, "9999709129333496": 101, "905452492996119e": 101, "9999765157699585": 101, "3499671442550607e": 101, "9994087219238281": 101, "0005913018831051886": 101, "9999759197235107": 101, "4061362637439743e": 101, "9999052286148071": 101, "475799015490338e": 101, "403173675702419e": 101, "5848207794988411e": 101, "0010207017185166478": 101, "9989792704582214": 101, "2124368115328252e": 101, "9999977350234985": 101, "6512358342879452e": 101, "9999834299087524": 101, "359853614412714e": 101, "9999936819076538": 101, "600314317329321e": 101, "9999840259552002": 101, "5589323083986528e": 101, "9999843835830688": 101, "5513256585109048e": 101, "9999845027923584": 101, "pollut": 102, "shit": 102, "checker": 102, "mobilenet": 102, "v2": 102, "max_batch_s": 102, "1970": 103, "1980": 103, "1990": 103, "2000": 103, "2010": 103, "2015": 103, "2020": 103, "ag": 103, "9805465340614319": 103, "761269782553427e": 103, "0005044879508204758": 103, "01569165475666523": 103, "002850610064342618": 103, "00037849770160391927": 103, "9434612113400362e": 103, "053497342392802e": 103, "9992554783821106": 103, "0006490182713605464": 103, "8857468805654207e": 103, "317252262353577e": 103, "314484721769986e": 103, "0750001138148946e": 103, "706833609205205e": 103, "00034479793976061046": 103, "9995512366294861": 103, "391363472677767e": 103, "4607510820496827e": 103, "0679690351244062e": 103, "661913514311891e": 103, "757471131393686e": 103, "0744897230761126e": 103, "76177470368566e": 103, "9996387958526611": 103, "160279296338558e": 103, "00013228354509919882": 103, "1361367038916796e": 103, "464057489414699e": 103, "2412899599876255e": 103, "703883653040975e": 103, "127358498517424e": 103, "9973921775817871": 103, "0022309015039354563": 103, "00018872201326303184": 103, "780902943617548e": 103, "422096920578042e": 103, "638929097680375e": 103, "152203023797483e": 103, "00028818511054851115": 103, "9996094107627869": 103, "58777353237383e": 103, "9200742826797068e": 103, "00017117452807724476": 103, "518441947875544e": 103, "885544381570071e": 103, "4389253010449465e": 103, "1696006772108376e": 103, "9996393918991089": 103, "contenti": 104, "safe_teen": 104, "non_teen": 104, "caformer_s36_v0": 104, "9998493194580078": 104, "0378791052498855e": 104, "00012023092131130397": 104, "9790042638778687": 104, "0017522255657240748": 104, "01924353837966919": 104, "9998124241828918": 104, "19778298237361e": 104, "0001456339523429051": 104, "0008521362324245274": 104, "9989691972732544": 104, "00017870066221803427": 104, "0992944781901315e": 104, "9994398951530457": 104, "0004991036257706583": 104, "2035720727872103e": 104, "9994019269943237": 104, "0005460577667690814": 104, "0478151529678144e": 104, "524079147609882e": 104, "999934196472168": 104, "786742884898558e": 104, "653994154883549e": 104, "9998156428337097": 104, "0001218809193233028": 104, "00013706681784242392": 104, "9997410178184509": 104, "jpeg_trunc": 105, "2216614_truncat": 105, "imagefil": 105, "load_truncated_imag": 105, "ascii": 106, "metric": 106, "list_det_model": 106, "list_rec_model": 106, "sd": 106, "tag": 106, "platform": [107, 108], "shutil": [107, 108], "cpuinfo": [107, 108], "psutil": [107, 108], "hbutil": [107, 108], "size_to_bytes_str": [107, 108], "python_implement": [107, 108], "python_vers": [107, 108], "brand": [107, 108], "get_cpu_info": [107, 108], "brand_raw": [107, 108], "cpu_count": [107, 108], "freq": [107, 108], "cpu_freq": [107, 108], "mhz": [107, 108], "virtual_memori": [107, 108], "precis": [107, 108], "ye": [107, 108], "nvidia": [107, 108], "smi": [107, 108], "1021": [107, 108], "azur": [107, 108], "x86_64": [107, 108], "glibc2": [107, 108], "cpython": [107, 108], "amd": [107, 108], "epyc": [107, 108], "7763": [107, 108], "3018": 107, "74": 107, "615": [107, 108], "gib": [107, 108], "deploi": [107, 108], "action": [107, 108], "3247": 108, "294": 108, "imgutil": 109, "pypi": 109, "simpli": 109, "newest": 109, "git": 109, "script": 109, "__name__": 109, "__main__": 109, "narugo1992": 109, "still": 109, "out": 109, "io": 109, "html": 109, "faq": 110}, "objects": {"imgutils": [[1, 0, 0, "-", "ascii"], [2, 0, 0, "-", "config"], [9, 0, 0, "-", "data"], [19, 0, 0, "-", "detect"], [26, 0, 0, "-", "edge"], [32, 0, 0, "-", "generic"], [36, 0, 0, "-", "metadata"], [41, 0, 0, "-", "metrics"], [45, 0, 0, "-", "ocr"], [49, 0, 0, "-", "operate"], [53, 0, 0, "-", "pose"], [56, 0, 0, "-", "preprocess"], [61, 0, 0, "-", "resource"], [63, 0, 0, "-", "restore"], [66, 0, 0, "-", "sd"], [70, 0, 0, "-", "segment"], [77, 0, 0, "-", "tagging"], [84, 0, 0, "-", "upscale"], [87, 0, 0, "-", "utils"], [96, 0, 0, "-", "validate"]], "imgutils.ascii": [[0, 0, 0, "-", "drawing"]], "imgutils.ascii.drawing": [[0, 1, 1, "", "ascii_drawing"]], "imgutils.config": [[3, 0, 0, "-", "meta"]], "imgutils.config.meta": [[3, 2, 1, "", "__AUTHOR_EMAIL__"], [3, 2, 1, "", "__AUTHOR__"], [3, 2, 1, "", "__DESCRIPTION__"], [3, 2, 1, "", "__TITLE__"], [3, 2, 1, "", "__VERSION__"]], "imgutils.data": [[4, 0, 0, "-", "background"], [5, 0, 0, "-", "blob"], [6, 0, 0, "-", "decode"], [7, 0, 0, "-", "encode"], [8, 0, 0, "-", "image"], [10, 0, 0, "-", "layer"], [11, 0, 0, "-", "url"]], "imgutils.data.background": [[4, 1, 1, "", "grid_background"], [4, 1, 1, "", "grid_transparent"]], "imgutils.data.blob": [[5, 1, 1, "", "is_valid_image_blob_url"], [5, 1, 1, "", "load_image_from_blob_url"], [5, 1, 1, "", "to_blob_url"]], "imgutils.data.decode": [[6, 1, 1, "", "rgb_decode"]], "imgutils.data.encode": [[7, 1, 1, "", "rgb_encode"]], "imgutils.data.image": [[8, 1, 1, "", "has_alpha_channel"], [8, 1, 1, "", "load_image"], [8, 1, 1, "", "load_images"]], "imgutils.data.layer": [[10, 1, 1, "", "istack"]], "imgutils.data.url": [[11, 1, 1, "", "download_image_from_url"], [11, 1, 1, "", "is_http_url"]], "imgutils.detect": [[12, 0, 0, "-", "booru_yolo"], [13, 0, 0, "-", "censor"], [14, 0, 0, "-", "eye"], [15, 0, 0, "-", "face"], [16, 0, 0, "-", "halfbody"], [17, 0, 0, "-", "hand"], [18, 0, 0, "-", "head"], [20, 0, 0, "-", "nudenet"], [21, 0, 0, "-", "person"], [22, 0, 0, "-", "similarity"], [23, 0, 0, "-", "text"], [24, 0, 0, "-", "visual"]], "imgutils.detect.booru_yolo": [[12, 1, 1, "", "detect_with_booru_yolo"]], "imgutils.detect.censor": [[13, 1, 1, "", "detect_censors"]], "imgutils.detect.eye": [[14, 1, 1, "", "detect_eyes"]], "imgutils.detect.face": [[15, 1, 1, "", "detect_faces"]], "imgutils.detect.halfbody": [[16, 1, 1, "", "detect_halfbody"]], "imgutils.detect.hand": [[17, 1, 1, "", "detect_hands"]], "imgutils.detect.head": [[18, 1, 1, "", "detect_heads"]], "imgutils.detect.nudenet": [[20, 1, 1, "", "detect_with_nudenet"]], "imgutils.detect.person": [[21, 1, 1, "", "detect_person"]], "imgutils.detect.similarity": [[22, 1, 1, "", "bboxes_similarity"], [22, 1, 1, "", "calculate_iou"], [22, 1, 1, "", "detection_similarity"]], "imgutils.detect.text": [[23, 1, 1, "", "detect_text"]], "imgutils.detect.visual": [[24, 1, 1, "", "detection_visualize"]], "imgutils.edge": [[25, 0, 0, "-", "canny"], [27, 0, 0, "-", "lineart"], [28, 0, 0, "-", "lineart_anime"]], "imgutils.edge.canny": [[25, 1, 1, "", "edge_image_with_canny"], [25, 1, 1, "", "get_edge_by_canny"]], "imgutils.edge.lineart": [[27, 1, 1, "", "edge_image_with_lineart"], [27, 1, 1, "", "get_edge_by_lineart"]], "imgutils.edge.lineart_anime": [[28, 1, 1, "", "edge_image_with_lineart_anime"], [28, 1, 1, "", "get_edge_by_lineart_anime"]], "imgutils.generic": [[29, 0, 0, "-", "classify"], [30, 0, 0, "-", "clip"], [31, 0, 0, "-", "enhance"], [33, 0, 0, "-", "siglip"], [34, 0, 0, "-", "yolo"]], "imgutils.generic.classify": [[29, 3, 1, "", "ClassifyModel"], [29, 1, 1, "", "classify_predict"], [29, 1, 1, "", "classify_predict_fmt"], [29, 1, 1, "", "classify_predict_score"]], "imgutils.generic.classify.ClassifyModel": [[29, 4, 1, "", "__init__"], [29, 4, 1, "", "clear"], [29, 4, 1, "", "launch_demo"], [29, 4, 1, "", "make_ui"], [29, 4, 1, "", "predict"], [29, 4, 1, "", "predict_fmt"], [29, 4, 1, "", "predict_score"]], "imgutils.generic.clip": [[30, 3, 1, "", "CLIPModel"], [30, 1, 1, "", "clip_image_encode"], [30, 1, 1, "", "clip_predict"], [30, 1, 1, "", "clip_text_encode"]], "imgutils.generic.clip.CLIPModel": [[30, 4, 1, "", "__init__"], [30, 4, 1, "", "clear"], [30, 4, 1, "", "image_encode"], [30, 4, 1, "", "launch_demo"], [30, 4, 1, "", "make_ui"], [30, 4, 1, "", "predict"], [30, 4, 1, "", "text_encode"]], "imgutils.generic.enhance": [[31, 3, 1, "", "ImageEnhancer"]], "imgutils.generic.enhance.ImageEnhancer": [[31, 4, 1, "", "__init__"], [31, 4, 1, "", "process"]], "imgutils.generic.siglip": [[33, 3, 1, "", "SigLIPModel"], [33, 1, 1, "", "siglip_image_encode"], [33, 1, 1, "", "siglip_predict"], [33, 1, 1, "", "siglip_text_encode"]], "imgutils.generic.siglip.SigLIPModel": [[33, 4, 1, "", "__init__"], [33, 4, 1, "", "clear"], [33, 4, 1, "", "image_encode"], [33, 4, 1, "", "launch_demo"], [33, 4, 1, "", "make_ui"], [33, 4, 1, "", "predict"], [33, 4, 1, "", "text_encode"]], "imgutils.generic.yolo": [[34, 3, 1, "", "YOLOModel"], [34, 1, 1, "", "yolo_predict"]], "imgutils.generic.yolo.YOLOModel": [[34, 4, 1, "", "__init__"], [34, 4, 1, "", "clear"], [34, 4, 1, "", "launch_demo"], [34, 4, 1, "", "make_ui"], [34, 4, 1, "", "predict"]], "imgutils.metadata": [[35, 0, 0, "-", "geninfo"], [37, 0, 0, "-", "lsb"]], "imgutils.metadata.geninfo": [[35, 1, 1, "", "read_geninfo_exif"], [35, 1, 1, "", "read_geninfo_gif"], [35, 1, 1, "", "read_geninfo_parameters"], [35, 1, 1, "", "write_geninfo_exif"], [35, 1, 1, "", "write_geninfo_gif"], [35, 1, 1, "", "write_geninfo_parameters"]], "imgutils.metadata.lsb": [[37, 3, 1, "", "ImageLsbDataExtractor"], [37, 3, 1, "", "LSBExtractor"], [37, 3, 1, "", "LSBReadError"], [37, 1, 1, "", "inject_data"], [37, 1, 1, "", "read_lsb_metadata"], [37, 1, 1, "", "read_lsb_raw_bytes"], [37, 1, 1, "", "serialize_json"], [37, 1, 1, "", "serialize_pnginfo"], [37, 1, 1, "", "write_lsb_metadata"], [37, 1, 1, "", "write_lsb_raw_bytes"]], "imgutils.metadata.lsb.ImageLsbDataExtractor": [[37, 4, 1, "", "__init__"], [37, 4, 1, "", "extract_data"]], "imgutils.metadata.lsb.LSBExtractor": [[37, 4, 1, "", "__init__"], [37, 4, 1, "", "get_next_n_bytes"], [37, 4, 1, "", "get_one_byte"], [37, 4, 1, "", "read_32bit_integer"]], "imgutils.metrics": [[38, 0, 0, "-", "aesthetic"], [39, 0, 0, "-", "ccip"], [40, 0, 0, "-", "dbaesthetic"], [42, 0, 0, "-", "laplacian"], [43, 0, 0, "-", "lpips"], [44, 0, 0, "-", "psnr_"]], "imgutils.metrics.aesthetic": [[38, 1, 1, "", "get_aesthetic_score"]], "imgutils.metrics.ccip": [[39, 1, 1, "", "ccip_batch_differences"], [39, 1, 1, "", "ccip_batch_extract_features"], [39, 1, 1, "", "ccip_batch_same"], [39, 1, 1, "", "ccip_clustering"], [39, 1, 1, "", "ccip_default_clustering_params"], [39, 1, 1, "", "ccip_default_threshold"], [39, 1, 1, "", "ccip_difference"], [39, 1, 1, "", "ccip_extract_feature"], [39, 1, 1, "", "ccip_merge"], [39, 1, 1, "", "ccip_same"]], "imgutils.metrics.dbaesthetic": [[40, 1, 1, "", "anime_dbaesthetic"]], "imgutils.metrics.laplacian": [[42, 1, 1, "", "laplacian_score"]], "imgutils.metrics.lpips": [[43, 1, 1, "", "lpips_clustering"], [43, 1, 1, "", "lpips_difference"], [43, 1, 1, "", "lpips_extract_feature"]], "imgutils.metrics.psnr_": [[44, 1, 1, "", "psnr"]], "imgutils.ocr": [[45, 1, 1, "", "detect_text_with_ocr"], [45, 1, 1, "", "list_det_models"], [45, 1, 1, "", "list_rec_models"], [45, 1, 1, "", "ocr"]], "imgutils.operate": [[46, 0, 0, "-", "align"], [47, 0, 0, "-", "censor_"], [48, 0, 0, "-", "imgcensor"], [50, 0, 0, "-", "squeeze"]], "imgutils.operate.align": [[46, 1, 1, "", "align_maxsize"]], "imgutils.operate.censor_": [[47, 3, 1, "", "BaseCensor"], [47, 3, 1, "", "BlurCensor"], [47, 3, 1, "", "ColorCensor"], [47, 3, 1, "", "PixelateCensor"], [47, 1, 1, "", "censor_areas"], [47, 1, 1, "", "censor_nsfw"], [47, 1, 1, "", "register_censor_method"]], "imgutils.operate.censor_.BaseCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.BlurCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.ColorCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.PixelateCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor": [[48, 3, 1, "", "EmojiBasedCensor"], [48, 3, 1, "", "ImageBasedCensor"], [48, 3, 1, "", "SingleImage"]], "imgutils.operate.imgcensor.EmojiBasedCensor": [[48, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor.ImageBasedCensor": [[48, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor.SingleImage": [[48, 4, 1, "", "__init__"], [48, 4, 1, "", "find_for_area"], [48, 5, 1, "", "height"], [48, 5, 1, "", "width"]], "imgutils.operate.squeeze": [[50, 1, 1, "", "squeeze"], [50, 1, 1, "", "squeeze_with_transparency"]], "imgutils.pose": [[51, 0, 0, "-", "dwpose"], [52, 0, 0, "-", "format"], [54, 0, 0, "-", "visual"]], "imgutils.pose.dwpose": [[51, 1, 1, "", "dwpose_estimate"]], "imgutils.pose.format": [[52, 3, 1, "", "OP18KeyPointSet"], [52, 2, 1, "", "OP18_BODY_MAX"], [52, 2, 1, "", "OP18_BODY_MIN"], [52, 2, 1, "", "OP18_FACE_MAX"], [52, 2, 1, "", "OP18_FACE_MIN"], [52, 2, 1, "", "OP18_LEFT_FOOT_MAX"], [52, 2, 1, "", "OP18_LEFT_FOOT_MIN"], [52, 2, 1, "", "OP18_LEFT_HAND_MAX"], [52, 2, 1, "", "OP18_LEFT_HAND_MIN"], [52, 2, 1, "", "OP18_RIGHT_FOOT_MAX"], [52, 2, 1, "", "OP18_RIGHT_FOOT_MIN"], [52, 2, 1, "", "OP18_RIGHT_HAND_MAX"], [52, 2, 1, "", "OP18_RIGHT_HAND_MIN"], [52, 6, 1, "", "OpenPose18"]], "imgutils.pose.format.OP18KeyPointSet": [[52, 4, 1, "", "__init__"], [52, 4, 1, "", "__mul__"], [52, 4, 1, "", "__truediv__"], [52, 5, 1, "", "body"], [52, 5, 1, "", "face"], [52, 5, 1, "", "left_foot"], [52, 5, 1, "", "left_hand"], [52, 5, 1, "", "right_foot"], [52, 5, 1, "", "right_hand"]], "imgutils.pose.format.OpenPose18": [[52, 7, 1, "", "LEFT_ANKLE"], [52, 7, 1, "", "LEFT_BIG_TOE"], [52, 7, 1, "", "LEFT_EAR"], [52, 7, 1, "", "LEFT_ELBOW"], [52, 7, 1, "", "LEFT_EYE"], [52, 7, 1, "", "LEFT_HEEL"], [52, 7, 1, "", "LEFT_HIP"], [52, 7, 1, "", "LEFT_KNEE"], [52, 7, 1, "", "LEFT_SHOULDER"], [52, 7, 1, "", "LEFT_SMALL_TOE"], [52, 7, 1, "", "LEFT_WRIST"], [52, 7, 1, "", "NECK"], [52, 7, 1, "", "NOSE"], [52, 7, 1, "", "RIGHT_ANKLE"], [52, 7, 1, "", "RIGHT_BIG_TOE"], [52, 7, 1, "", "RIGHT_EAR"], [52, 7, 1, "", "RIGHT_ELBOW"], [52, 7, 1, "", "RIGHT_EYE"], [52, 7, 1, "", "RIGHT_HEEL"], [52, 7, 1, "", "RIGHT_HIP"], [52, 7, 1, "", "RIGHT_KNEE"], [52, 7, 1, "", "RIGHT_SHOULDER"], [52, 7, 1, "", "RIGHT_SMALL_TOE"], [52, 7, 1, "", "RIGHT_WRIST"]], "imgutils.pose.visual": [[54, 1, 1, "", "op18_visualize"]], "imgutils.preprocess": [[55, 0, 0, "-", "base"], [57, 0, 0, "-", "pillow"], [58, 0, 0, "-", "torchvision"], [59, 0, 0, "-", "transformers"]], "imgutils.preprocess.base": [[55, 3, 1, "", "NotParseTarget"]], "imgutils.preprocess.pillow": [[57, 1, 1, "", "create_pillow_transforms"], [57, 1, 1, "", "parse_pillow_transforms"], [57, 1, 1, "", "register_pillow_parse"], [57, 1, 1, "", "register_pillow_transform"]], "imgutils.preprocess.torchvision": [[58, 1, 1, "", "create_torchvision_transforms"], [58, 1, 1, "", "parse_torchvision_transforms"], [58, 1, 1, "", "register_torchvision_parse"], [58, 1, 1, "", "register_torchvision_transform"]], "imgutils.preprocess.transformers": [[59, 3, 1, "", "NotProcessorTypeError"], [59, 1, 1, "", "convert_to_size_dict"], [59, 1, 1, "", "create_bit_transforms"], [59, 1, 1, "", "create_blip_transforms"], [59, 1, 1, "", "create_clip_transforms"], [59, 1, 1, "", "create_convnext_transforms"], [59, 1, 1, "", "create_mobilenetv2_transforms"], [59, 1, 1, "", "create_siglip_transforms"], [59, 1, 1, "", "create_transforms_from_bit_processor"], [59, 1, 1, "", "create_transforms_from_blip_processor"], [59, 1, 1, "", "create_transforms_from_clip_processor"], [59, 1, 1, "", "create_transforms_from_convnext_processor"], [59, 1, 1, "", "create_transforms_from_mobilenetv2_processor"], [59, 1, 1, "", "create_transforms_from_siglip_processor"], [59, 1, 1, "", "create_transforms_from_transformers"], [59, 1, 1, "", "create_transforms_from_vit_processor"], [59, 1, 1, "", "create_vit_transforms"], [59, 1, 1, "", "get_size_dict"], [59, 1, 1, "", "is_valid_size_dict"], [59, 1, 1, "", "register_creators_for_transformers"]], "imgutils.resource": [[60, 0, 0, "-", "background"]], "imgutils.resource.background": [[60, 3, 1, "", "BackgroundImageSet"], [60, 1, 1, "", "get_bg_image"], [60, 1, 1, "", "get_bg_image_file"], [60, 1, 1, "", "list_bg_image_files"], [60, 1, 1, "", "random_bg_image"], [60, 1, 1, "", "random_bg_image_file"]], "imgutils.resource.background.BackgroundImageSet": [[60, 4, 1, "", "__init__"], [60, 4, 1, "", "get_image"], [60, 4, 1, "", "get_image_file"], [60, 4, 1, "", "list_image_files"], [60, 4, 1, "", "random_image"], [60, 4, 1, "", "random_image_file"]], "imgutils.restore": [[62, 0, 0, "-", "adversarial"], [64, 0, 0, "-", "nafnet"], [65, 0, 0, "-", "scunet"]], "imgutils.restore.adversarial": [[62, 1, 1, "", "remove_adversarial_noise"]], "imgutils.restore.nafnet": [[64, 1, 1, "", "restore_with_nafnet"]], "imgutils.restore.scunet": [[65, 1, 1, "", "restore_with_scunet"]], "imgutils.sd": [[67, 0, 0, "-", "metadata"], [68, 0, 0, "-", "model"], [69, 0, 0, "-", "nai"]], "imgutils.sd.metadata": [[67, 3, 1, "", "SDMetaData"], [67, 1, 1, "", "get_sdmeta_from_image"], [67, 1, 1, "", "parse_sdmeta_from_text"], [67, 1, 1, "", "save_image_with_sdmeta"]], "imgutils.sd.metadata.SDMetaData": [[67, 4, 1, "", "__str__"], [67, 5, 1, "", "pnginfo"], [67, 5, 1, "", "text"]], "imgutils.sd.model": [[68, 1, 1, "", "read_metadata"], [68, 1, 1, "", "save_with_metadata"]], "imgutils.sd.nai": [[69, 3, 1, "", "NAIMetaData"], [69, 3, 1, "", "NAIMetadata"], [69, 1, 1, "", "add_naimeta_to_image"], [69, 1, 1, "", "get_naimeta_from_image"], [69, 1, 1, "", "save_image_with_naimeta"]], "imgutils.sd.nai.NAIMetaData": [[69, 4, 1, "", "__init__"], [69, 5, 1, "", "pnginfo"]], "imgutils.segment": [[71, 0, 0, "-", "isnetis"]], "imgutils.segment.isnetis": [[71, 1, 1, "", "get_isnetis_mask"], [71, 1, 1, "", "segment_rgba_with_isnetis"], [71, 1, 1, "", "segment_with_isnetis"]], "imgutils.tagging": [[72, 0, 0, "-", "blacklist"], [73, 0, 0, "-", "character"], [74, 0, 0, "-", "deepdanbooru"], [75, 0, 0, "-", "deepgelbooru"], [76, 0, 0, "-", "format"], [78, 0, 0, "-", "match"], [79, 0, 0, "-", "mldanbooru"], [80, 0, 0, "-", "order"], [81, 0, 0, "-", "overlap"], [82, 0, 0, "-", "wd14"]], "imgutils.tagging.blacklist": [[72, 1, 1, "", "drop_blacklisted_tags"], [72, 1, 1, "", "is_blacklisted"]], "imgutils.tagging.character": [[73, 2, 1, "", "CHAR_PREFIXES"], [73, 2, 1, "", "CHAR_SUFFIXES"], [73, 2, 1, "", "CHAR_WHITELIST_PREFIX"], [73, 2, 1, "", "CHAR_WHITELIST_SUFFIX"], [73, 2, 1, "", "CHAR_WHITELIST_WORD"], [73, 3, 1, "", "CharacterTagPool"], [73, 1, 1, "", "drop_basic_character_tags"], [73, 1, 1, "", "is_basic_character_tag"]], "imgutils.tagging.character.CharacterTagPool": [[73, 4, 1, "", "__init__"], [73, 4, 1, "", "drop_basic_character_tags"], [73, 4, 1, "", "is_basic_character_tag"]], "imgutils.tagging.deepdanbooru": [[74, 1, 1, "", "get_deepdanbooru_tags"]], "imgutils.tagging.deepgelbooru": [[75, 1, 1, "", "get_deepgelbooru_tags"]], "imgutils.tagging.format": [[76, 1, 1, "", "add_underline"], [76, 1, 1, "", "remove_underline"], [76, 1, 1, "", "tags_to_text"]], "imgutils.tagging.match": [[78, 1, 1, "", "tag_match_full"], [78, 1, 1, "", "tag_match_prefix"], [78, 1, 1, "", "tag_match_suffix"]], "imgutils.tagging.mldanbooru": [[79, 1, 1, "", "get_mldanbooru_tags"]], "imgutils.tagging.order": [[80, 1, 1, "", "sort_tags"]], "imgutils.tagging.overlap": [[81, 1, 1, "", "drop_overlap_tags"]], "imgutils.tagging.wd14": [[82, 1, 1, "", "convert_wd14_emb_to_prediction"], [82, 1, 1, "", "denormalize_wd14_emb"], [82, 1, 1, "", "get_wd14_tags"]], "imgutils.upscale": [[83, 0, 0, "-", "cdc"]], "imgutils.upscale.cdc": [[83, 1, 1, "", "upscale_with_cdc"]], "imgutils.utils": [[85, 0, 0, "-", "cache"], [86, 0, 0, "-", "func"], [88, 0, 0, "-", "onnxruntime"]], "imgutils.utils.cache": [[85, 1, 1, "", "ts_lru_cache"]], "imgutils.utils.func": [[86, 1, 1, "", "sigmoid"]], "imgutils.utils.onnxruntime": [[88, 1, 1, "", "get_onnx_provider"], [88, 1, 1, "", "open_onnx_model"]], "imgutils.validate": [[89, 0, 0, "-", "aicheck"], [90, 0, 0, "-", "bangumi_char"], [91, 0, 0, "-", "classify"], [92, 0, 0, "-", "color"], [93, 0, 0, "-", "completeness"], [94, 0, 0, "-", "dbrating"], [95, 0, 0, "-", "furry"], [97, 0, 0, "-", "monochrome"], [98, 0, 0, "-", "nsfw"], [99, 0, 0, "-", "portrait"], [100, 0, 0, "-", "rating"], [101, 0, 0, "-", "real"], [102, 0, 0, "-", "safe"], [103, 0, 0, "-", "style_age"], [104, 0, 0, "-", "teen"], [105, 0, 0, "-", "truncate"]], "imgutils.validate.aicheck": [[89, 1, 1, "", "get_ai_created_score"], [89, 1, 1, "", "is_ai_created"]], "imgutils.validate.bangumi_char": [[90, 1, 1, "", "anime_bangumi_char"], [90, 1, 1, "", "anime_bangumi_char_score"]], "imgutils.validate.classify": [[91, 1, 1, "", "anime_classify"], [91, 1, 1, "", "anime_classify_score"]], "imgutils.validate.color": [[92, 1, 1, "", "is_greyscale"]], "imgutils.validate.completeness": [[93, 1, 1, "", "anime_completeness"], [93, 1, 1, "", "anime_completeness_score"]], "imgutils.validate.dbrating": [[94, 1, 1, "", "anime_dbrating"], [94, 1, 1, "", "anime_dbrating_score"]], "imgutils.validate.furry": [[95, 1, 1, "", "anime_furry"], [95, 1, 1, "", "anime_furry_score"]], "imgutils.validate.monochrome": [[97, 1, 1, "", "get_monochrome_score"], [97, 1, 1, "", "is_monochrome"]], "imgutils.validate.nsfw": [[98, 1, 1, "", "nsfw_pred"], [98, 1, 1, "", "nsfw_pred_score"]], "imgutils.validate.portrait": [[99, 1, 1, "", "anime_portrait"], [99, 1, 1, "", "anime_portrait_score"]], "imgutils.validate.rating": [[100, 1, 1, "", "anime_rating"], [100, 1, 1, "", "anime_rating_score"]], "imgutils.validate.real": [[101, 1, 1, "", "anime_real"], [101, 1, 1, "", "anime_real_score"]], "imgutils.validate.safe": [[102, 1, 1, "", "safe_check"], [102, 1, 1, "", "safe_check_score"]], "imgutils.validate.style_age": [[103, 1, 1, "", "anime_style_age"], [103, 1, 1, "", "anime_style_age_score"]], "imgutils.validate.teen": [[104, 1, 1, "", "anime_teen"], [104, 1, 1, "", "anime_teen_score"]], "imgutils.validate.truncate": [[105, 1, 1, "", "is_truncated_file"]]}, "objtypes": {"0": "py:module", "1": "py:function", "2": "py:data", "3": "py:class", "4": "py:method", "5": "py:property", "6": "py:enum", "7": "py:attribute"}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "function", "Python function"], "2": ["py", "data", "Python data"], "3": ["py", "class", "Python class"], "4": ["py", "method", "Python method"], "5": ["py", "property", "Python property"], "6": ["py", "enum", "Python enum"], "7": ["py", "attribute", "Python attribute"]}, "titleterms": {"imgutil": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106], "ascii": [0, 1], "draw": 0, "ascii_draw": 0, "config": [2, 3], "meta": 3, "__title__": 3, "__version__": 3, "__description__": 3, "__author__": 3, "__author_email__": 3, "data": [4, 5, 6, 7, 8, 9, 10, 11], "background": [4, 60], "grid_background": 4, "grid_transpar": 4, "blob": 5, "to_blob_url": 5, "load_image_from_blob_url": 5, "is_valid_image_blob_url": 5, "decod": 6, "rgb_decod": 6, "encod": 7, "rgb_encod": 7, "imag": 8, "load_imag": 8, "has_alpha_channel": 8, "layer": 10, "istack": 10, "url": 11, "download_image_from_url": 11, "is_http_url": 11, "detect": [12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24], "booru_yolo": 12, "model": [12, 68], "label": 12, "descript": 12, "avail": 12, "pp": 12, "seri": 12, "AS": 12, "aa": 12, "detect_with_booru_yolo": 12, "censor": 13, "detect_censor": 13, "ey": 14, "detect_ey": 14, "face": 15, "detect_fac": 15, "halfbodi": 16, "detect_halfbodi": 16, "hand": 17, "detect_hand": 17, "head": 18, "detect_head": 18, "nudenet": 20, "detect_with_nudenet": 20, "person": 21, "detect_person": 21, "similar": 22, "calculate_i": 22, "bboxes_similar": 22, "detection_similar": 22, "text": 23, "detect_text": 23, "visual": [24, 54], "detection_visu": 24, "edg": [25, 26, 27, 28], "canni": 25, "get_edge_by_canni": 25, "edge_image_with_canni": 25, "lineart": 27, "get_edge_by_lineart": 27, "edge_image_with_lineart": 27, "lineart_anim": 28, "get_edge_by_lineart_anim": 28, "edge_image_with_lineart_anim": 28, "gener": [29, 30, 31, 32, 33, 34], "classifi": [29, 91], "classifymodel": 29, "classify_predict_scor": 29, "classify_predict": 29, "classify_predict_fmt": 29, "clip": 30, "clipmodel": 30, "clip_image_encod": 30, "clip_text_encod": 30, "clip_predict": 30, "enhanc": 31, "imageenhanc": 31, "siglip": 33, "siglipmodel": 33, "siglip_image_encod": 33, "siglip_text_encod": 33, "siglip_predict": 33, "yolo": 34, "yolomodel": 34, "yolo_predict": 34, "metadata": [35, 36, 37, 67], "geninfo": 35, "read_geninfo_paramet": 35, "read_geninfo_exif": 35, "read_geninfo_gif": 35, "write_geninfo_paramet": 35, "write_geninfo_exif": 35, "write_geninfo_gif": 35, "lsb": 37, "read_lsb_raw_byt": 37, "read_lsb_metadata": 37, "write_lsb_raw_byt": 37, "write_lsb_metadata": 37, "lsbreaderror": 37, "lsbextractor": 37, "imagelsbdataextractor": 37, "serialize_pnginfo": 37, "serialize_json": 37, "inject_data": 37, "metric": [38, 39, 40, 41, 42, 43, 44], "aesthet": 38, "get_aesthetic_scor": 38, "ccip": 39, "ccip_extract_featur": 39, "ccip_batch_extract_featur": 39, "ccip_default_threshold": 39, "ccip_differ": 39, "ccip_sam": 39, "ccip_batch_differ": 39, "ccip_batch_sam": 39, "ccip_default_clustering_param": 39, "ccip_clust": 39, "ccip_merg": 39, "dbaesthet": 40, "anime_dbaesthet": 40, "laplacian": 42, "laplacian_scor": 42, "lpip": 43, "lpips_extract_featur": 43, "lpips_differ": 43, "lpips_clust": 43, "psnr_": 44, "psnr": 44, "ocr": 45, "detect_text_with_ocr": 45, "list_det_model": 45, "list_rec_model": 45, "oper": [46, 47, 48, 49, 50], "align": 46, "align_maxs": 46, "censor_": 47, "censor_area": 47, "censor_nsfw": 47, "basecensor": 47, "colorcensor": 47, "blurcensor": 47, "pixelatecensor": 47, "register_censor_method": 47, "imgcensor": 48, "imagebasedcensor": 48, "emojibasedcensor": 48, "singleimag": 48, "squeez": 50, "squeeze_with_transpar": 50, "pose": [51, 52, 53, 54], "dwpose": 51, "dwpose_estim": 51, "format": [52, 76], "op18keypointset": 52, "openpose18": 52, "op18_body_max": 52, "op18_body_min": 52, "op18_face_max": 52, "op18_face_min": 52, "op18_left_foot_max": 52, "op18_left_foot_min": 52, "op18_left_hand_max": 52, "op18_left_hand_min": 52, "op18_right_foot_max": 52, "op18_right_foot_min": 52, "op18_right_hand_max": 52, "op18_right_hand_min": 52, "op18_visu": 54, "preprocess": [55, 56, 57, 58, 59], "base": 55, "notparsetarget": 55, "pillow": 57, "register_pillow_transform": 57, "register_pillow_pars": 57, "create_pillow_transform": 57, "parse_pillow_transform": 57, "torchvis": 58, "register_torchvision_transform": 58, "register_torchvision_pars": 58, "create_torchvision_transform": 58, "parse_torchvision_transform": 58, "transform": 59, "register_creators_for_transform": 59, "notprocessortypeerror": 59, "create_transforms_from_transform": 59, "is_valid_size_dict": 59, "convert_to_size_dict": 59, "get_size_dict": 59, "create_clip_transform": 59, "create_transforms_from_clip_processor": 59, "create_convnext_transform": 59, "create_transforms_from_convnext_processor": 59, "create_vit_transform": 59, "create_transforms_from_vit_processor": 59, "create_siglip_transform": 59, "create_transforms_from_siglip_processor": 59, "create_bit_transform": 59, "create_transforms_from_bit_processor": 59, "create_blip_transform": 59, "create_transforms_from_blip_processor": 59, "create_mobilenetv2_transform": 59, "create_transforms_from_mobilenetv2_processor": 59, "resourc": [60, 61], "backgroundimageset": 60, "list_bg_image_fil": 60, "get_bg_image_fil": 60, "get_bg_imag": 60, "random_bg_image_fil": 60, "random_bg_imag": 60, "restor": [62, 63, 64, 65], "adversari": 62, "remove_adversarial_nois": 62, "nafnet": 64, "restore_with_nafnet": 64, "scunet": 65, "restore_with_scunet": 65, "sd": [66, 67, 68, 69], "sdmetadata": 67, "parse_sdmeta_from_text": 67, "get_sdmeta_from_imag": 67, "save_image_with_sdmeta": 67, "read_metadata": 68, "save_with_metadata": 68, "nai": 69, "naimetadata": 69, "get_naimeta_from_imag": 69, "add_naimeta_to_imag": 69, "save_image_with_naimeta": 69, "segment": [70, 71], "isneti": 71, "get_isnetis_mask": 71, "segment_with_isneti": 71, "segment_rgba_with_isneti": 71, "tag": [72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82], "blacklist": 72, "is_blacklist": 72, "drop_blacklisted_tag": 72, "charact": 73, "char_whitelist_suffix": 73, "char_whitelist_prefix": 73, "char_whitelist_word": 73, "char_suffix": 73, "char_prefix": 73, "charactertagpool": 73, "is_basic_character_tag": 73, "drop_basic_character_tag": 73, "deepdanbooru": 74, "get_deepdanbooru_tag": 74, "deepgelbooru": 75, "get_deepgelbooru_tag": 75, "add_underlin": 76, "remove_underlin": 76, "tags_to_text": 76, "match": 78, "tag_match_suffix": 78, "tag_match_prefix": 78, "tag_match_ful": 78, "mldanbooru": 79, "get_mldanbooru_tag": 79, "order": 80, "sort_tag": 80, "overlap": 81, "drop_overlap_tag": 81, "wd14": 82, "get_wd14_tag": 82, "convert_wd14_emb_to_predict": 82, "denormalize_wd14_emb": 82, "upscal": [83, 84], "cdc": 83, "upscale_with_cdc": 83, "util": [85, 86, 87, 88], "cach": 85, "ts_lru_cach": 85, "func": 86, "sigmoid": 86, "onnxruntim": 88, "get_onnx_provid": 88, "open_onnx_model": 88, "valid": [89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105], "aicheck": 89, "get_ai_created_scor": 89, "is_ai_cr": 89, "bangumi_char": 90, "anime_bangumi_char_scor": 90, "anime_bangumi_char": 90, "anime_classify_scor": 91, "anime_classifi": 91, "color": 92, "is_greyscal": 92, "complet": 93, "anime_completeness_scor": 93, "anime_complet": 93, "dbrate": 94, "anime_dbrating_scor": 94, "anime_dbr": 94, "furri": 95, "anime_furry_scor": 95, "anime_furri": 95, "monochrom": 97, "get_monochrome_scor": 97, "is_monochrom": 97, "nsfw": 98, "nsfw_pred_scor": 98, "nsfw_pred": 98, "portrait": 99, "anime_portrait_scor": 99, "anime_portrait": 99, "rate": 100, "anime_rating_scor": 100, "anime_r": [100, 101], "real": 101, "anime_real_scor": 101, "safe": 102, "safe_check_scor": 102, "safe_check": 102, "style_ag": 103, "anime_style_age_scor": 103, "anime_style_ag": 103, "teen": 104, "anime_teen_scor": 104, "anime_teen": 104, "truncat": 105, "is_truncated_fil": 105, "welcom": 106, "": 106, "document": 106, "overview": 106, "tutori": 106, "inform": [106, 107, 108], "api": 106, "run": [107, 108], "environ": [107, 108], "instal": 109, "quick": 110, "start": 110}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.viewcode": 1, "sphinx.ext.todo": 2, "nbsphinx": 4, "sphinx": 58}, "alltitles": {"imgutils.ascii.drawing": [[0, "module-imgutils.ascii.drawing"]], "ascii_drawing": [[0, "ascii-drawing"]], "imgutils.ascii": [[1, "module-imgutils.ascii"]], "imgutils.config": [[2, "module-imgutils.config"]], "imgutils.config.meta": [[3, "module-imgutils.config.meta"]], "__TITLE__": [[3, "title"]], "__VERSION__": [[3, "version"]], "__DESCRIPTION__": [[3, "description"]], "__AUTHOR__": [[3, "author"]], "__AUTHOR_EMAIL__": [[3, "author-email"]], "imgutils.data.background": [[4, "module-imgutils.data.background"]], "grid_background": [[4, "grid-background"]], "grid_transparent": [[4, "grid-transparent"]], "imgutils.data.blob": [[5, "module-imgutils.data.blob"]], "to_blob_url": [[5, "to-blob-url"]], "load_image_from_blob_url": [[5, "load-image-from-blob-url"]], "is_valid_image_blob_url": [[5, "is-valid-image-blob-url"]], "imgutils.data.decode": [[6, "module-imgutils.data.decode"]], "rgb_decode": [[6, "rgb-decode"]], "imgutils.data.encode": [[7, "module-imgutils.data.encode"]], "rgb_encode": [[7, "rgb-encode"]], "imgutils.data.image": [[8, "module-imgutils.data.image"]], "load_image": [[8, "load-image"]], "load_images": [[8, "load-images"]], "has_alpha_channel": [[8, "has-alpha-channel"]], "imgutils.data": [[9, "module-imgutils.data"]], "imgutils.data.layer": [[10, "module-imgutils.data.layer"]], "istack": [[10, "istack"]], "imgutils.data.url": [[11, "module-imgutils.data.url"]], "download_image_from_url": [[11, "download-image-from-url"]], "is_http_url": [[11, "is-http-url"]], "imgutils.detect.booru_yolo": [[12, "module-imgutils.detect.booru_yolo"]], "Model Labels and Descriptions": [[12, "id1"]], "Available Models (PP Series)": [[12, "id2"]], "Available Models (AS Series)": [[12, "id3"]], "Available Models (AA Series)": [[12, "id4"]], "detect_with_booru_yolo": [[12, "detect-with-booru-yolo"]], "imgutils.detect.censor": [[13, "module-imgutils.detect.censor"]], "detect_censors": [[13, "detect-censors"]], "imgutils.detect.eye": [[14, "module-imgutils.detect.eye"]], "detect_eyes": [[14, "detect-eyes"]], "imgutils.detect.face": [[15, "module-imgutils.detect.face"]], "detect_faces": [[15, "detect-faces"]], "imgutils.detect.halfbody": [[16, "module-imgutils.detect.halfbody"]], "detect_halfbody": [[16, "detect-halfbody"]], "imgutils.detect.hand": [[17, "module-imgutils.detect.hand"]], "detect_hands": [[17, "detect-hands"]], "imgutils.detect.head": [[18, "module-imgutils.detect.head"]], "detect_heads": [[18, "detect-heads"]], "imgutils.detect": [[19, "module-imgutils.detect"]], "imgutils.detect.nudenet": [[20, "module-imgutils.detect.nudenet"]], "detect_with_nudenet": [[20, "detect-with-nudenet"]], "imgutils.detect.person": [[21, "module-imgutils.detect.person"]], "detect_person": [[21, "detect-person"]], "imgutils.detect.similarity": [[22, "module-imgutils.detect.similarity"]], "calculate_iou": [[22, "calculate-iou"]], "bboxes_similarity": [[22, "bboxes-similarity"]], "detection_similarity": [[22, "detection-similarity"]], "imgutils.detect.text": [[23, "module-imgutils.detect.text"]], "detect_text": [[23, "detect-text"]], "imgutils.detect.visual": [[24, "module-imgutils.detect.visual"]], "detection_visualize": [[24, "detection-visualize"]], "imgutils.edge.canny": [[25, "module-imgutils.edge.canny"]], "get_edge_by_canny": [[25, "get-edge-by-canny"]], "edge_image_with_canny": [[25, "edge-image-with-canny"]], "imgutils.edge": [[26, "module-imgutils.edge"]], "imgutils.edge.lineart": [[27, "module-imgutils.edge.lineart"]], "get_edge_by_lineart": [[27, "get-edge-by-lineart"]], "edge_image_with_lineart": [[27, "edge-image-with-lineart"]], "imgutils.edge.lineart_anime": [[28, "module-imgutils.edge.lineart_anime"]], "get_edge_by_lineart_anime": [[28, "get-edge-by-lineart-anime"]], "edge_image_with_lineart_anime": [[28, "edge-image-with-lineart-anime"]], "imgutils.generic.classify": [[29, "module-imgutils.generic.classify"]], "ClassifyModel": [[29, "classifymodel"]], "classify_predict_score": [[29, "classify-predict-score"]], "classify_predict": [[29, "classify-predict"]], "classify_predict_fmt": [[29, "classify-predict-fmt"]], "imgutils.generic.clip": [[30, "module-imgutils.generic.clip"]], "CLIPModel": [[30, "clipmodel"]], "clip_image_encode": [[30, "clip-image-encode"]], "clip_text_encode": [[30, "clip-text-encode"]], "clip_predict": [[30, "clip-predict"]], "imgutils.generic.enhance": [[31, "module-imgutils.generic.enhance"]], "ImageEnhancer": [[31, "imageenhancer"]], "imgutils.generic": [[32, "module-imgutils.generic"]], "imgutils.generic.siglip": [[33, "module-imgutils.generic.siglip"]], "SigLIPModel": [[33, "siglipmodel"]], "siglip_image_encode": [[33, "siglip-image-encode"]], "siglip_text_encode": [[33, "siglip-text-encode"]], "siglip_predict": [[33, "siglip-predict"]], "imgutils.generic.yolo": [[34, "module-imgutils.generic.yolo"]], "YOLOModel": [[34, "yolomodel"]], "yolo_predict": [[34, "yolo-predict"]], "imgutils.metadata.geninfo": [[35, "module-imgutils.metadata.geninfo"]], "read_geninfo_parameters": [[35, "read-geninfo-parameters"]], "read_geninfo_exif": [[35, "read-geninfo-exif"]], "read_geninfo_gif": [[35, "read-geninfo-gif"]], "write_geninfo_parameters": [[35, "write-geninfo-parameters"]], "write_geninfo_exif": [[35, "write-geninfo-exif"]], "write_geninfo_gif": [[35, "write-geninfo-gif"]], "imgutils.metadata": [[36, "module-imgutils.metadata"]], "imgutils.metadata.lsb": [[37, "module-imgutils.metadata.lsb"]], "read_lsb_raw_bytes": [[37, "read-lsb-raw-bytes"]], "read_lsb_metadata": [[37, "read-lsb-metadata"]], "write_lsb_raw_bytes": [[37, "write-lsb-raw-bytes"]], "write_lsb_metadata": [[37, "write-lsb-metadata"]], "LSBReadError": [[37, "lsbreaderror"]], "LSBExtractor": [[37, "lsbextractor"]], "ImageLsbDataExtractor": [[37, "imagelsbdataextractor"]], "serialize_pnginfo": [[37, "serialize-pnginfo"]], "serialize_json": [[37, "serialize-json"]], "inject_data": [[37, "inject-data"]], "imgutils.metrics.aesthetic": [[38, "module-imgutils.metrics.aesthetic"]], "get_aesthetic_score": [[38, "get-aesthetic-score"]], "imgutils.metrics.ccip": [[39, "module-imgutils.metrics.ccip"]], "ccip_extract_feature": [[39, "ccip-extract-feature"]], "ccip_batch_extract_features": [[39, "ccip-batch-extract-features"]], "ccip_default_threshold": [[39, "ccip-default-threshold"]], "ccip_difference": [[39, "ccip-difference"]], "ccip_same": [[39, "ccip-same"]], "ccip_batch_differences": [[39, "ccip-batch-differences"]], "ccip_batch_same": [[39, "ccip-batch-same"]], "ccip_default_clustering_params": [[39, "ccip-default-clustering-params"]], "ccip_clustering": [[39, "ccip-clustering"]], "ccip_merge": [[39, "ccip-merge"]], "imgutils.metrics.dbaesthetic": [[40, "module-imgutils.metrics.dbaesthetic"]], "anime_dbaesthetic": [[40, "anime-dbaesthetic"]], "imgutils.metrics": [[41, "module-imgutils.metrics"]], "imgutils.metrics.laplacian": [[42, "module-imgutils.metrics.laplacian"]], "laplacian_score": [[42, "laplacian-score"]], "imgutils.metrics.lpips": [[43, "module-imgutils.metrics.lpips"]], "lpips_extract_feature": [[43, "lpips-extract-feature"]], "lpips_difference": [[43, "lpips-difference"]], "lpips_clustering": [[43, "lpips-clustering"]], "imgutils.metrics.psnr_": [[44, "module-imgutils.metrics.psnr_"]], "psnr": [[44, "id1"]], "imgutils.ocr": [[45, "module-imgutils.ocr"]], "detect_text_with_ocr": [[45, "detect-text-with-ocr"]], "ocr": [[45, "ocr"]], "list_det_models": [[45, "list-det-models"]], "list_rec_models": [[45, "list-rec-models"]], "imgutils.operate.align": [[46, "module-imgutils.operate.align"]], "align_maxsize": [[46, "align-maxsize"]], "imgutils.operate.censor_": [[47, "module-imgutils.operate.censor_"]], "censor_areas": [[47, "censor-areas"]], "censor_nsfw": [[47, "censor-nsfw"]], "BaseCensor": [[47, "basecensor"]], "ColorCensor": [[47, "colorcensor"]], "BlurCensor": [[47, "blurcensor"]], "PixelateCensor": [[47, "pixelatecensor"]], "register_censor_method": [[47, "register-censor-method"]], "imgutils.operate.imgcensor": [[48, "module-imgutils.operate.imgcensor"]], "ImageBasedCensor": [[48, "imagebasedcensor"]], "EmojiBasedCensor": [[48, "emojibasedcensor"]], "SingleImage": [[48, "singleimage"]], "imgutils.operate": [[49, "module-imgutils.operate"]], "imgutils.operate.squeeze": [[50, "module-imgutils.operate.squeeze"]], "squeeze": [[50, "squeeze"]], "squeeze_with_transparency": [[50, "squeeze-with-transparency"]], "imgutils.pose.dwpose": [[51, "module-imgutils.pose.dwpose"]], "dwpose_estimate": [[51, "dwpose-estimate"]], "imgutils.pose.format": [[52, "module-imgutils.pose.format"]], "OP18KeyPointSet": [[52, "op18keypointset"]], "OpenPose18": [[52, "openpose18"]], "OP18_BODY_MAX": [[52, "op18-body-max"]], "OP18_BODY_MIN": [[52, "op18-body-min"]], "OP18_FACE_MAX": [[52, "op18-face-max"]], "OP18_FACE_MIN": [[52, "op18-face-min"]], "OP18_LEFT_FOOT_MAX": [[52, "op18-left-foot-max"]], "OP18_LEFT_FOOT_MIN": [[52, "op18-left-foot-min"]], "OP18_LEFT_HAND_MAX": [[52, "op18-left-hand-max"]], "OP18_LEFT_HAND_MIN": [[52, "op18-left-hand-min"]], "OP18_RIGHT_FOOT_MAX": [[52, "op18-right-foot-max"]], "OP18_RIGHT_FOOT_MIN": [[52, "op18-right-foot-min"]], "OP18_RIGHT_HAND_MAX": [[52, "op18-right-hand-max"]], "OP18_RIGHT_HAND_MIN": [[52, "op18-right-hand-min"]], "imgutils.pose": [[53, "module-imgutils.pose"]], "imgutils.pose.visual": [[54, "module-imgutils.pose.visual"]], "op18_visualize": [[54, "op18-visualize"]], "imgutils.preprocess.base": [[55, "module-imgutils.preprocess.base"]], "NotParseTarget": [[55, "notparsetarget"]], "imgutils.preprocess": [[56, "module-imgutils.preprocess"]], "imgutils.preprocess.pillow": [[57, "module-imgutils.preprocess.pillow"]], "register_pillow_transform": [[57, "register-pillow-transform"]], "register_pillow_parse": [[57, "register-pillow-parse"]], "create_pillow_transforms": [[57, "create-pillow-transforms"]], "parse_pillow_transforms": [[57, "parse-pillow-transforms"]], "imgutils.preprocess.torchvision": [[58, "module-imgutils.preprocess.torchvision"]], "register_torchvision_transform": [[58, "register-torchvision-transform"]], "register_torchvision_parse": [[58, "register-torchvision-parse"]], "create_torchvision_transforms": [[58, "create-torchvision-transforms"]], "parse_torchvision_transforms": [[58, "parse-torchvision-transforms"]], "imgutils.preprocess.transformers": [[59, "module-imgutils.preprocess.transformers"]], "register_creators_for_transformers": [[59, "register-creators-for-transformers"]], "NotProcessorTypeError": [[59, "notprocessortypeerror"]], "create_transforms_from_transformers": [[59, "create-transforms-from-transformers"]], "is_valid_size_dict": [[59, "is-valid-size-dict"]], "convert_to_size_dict": [[59, "convert-to-size-dict"]], "get_size_dict": [[59, "get-size-dict"]], "create_clip_transforms": [[59, "create-clip-transforms"]], "create_transforms_from_clip_processor": [[59, "create-transforms-from-clip-processor"]], "create_convnext_transforms": [[59, "create-convnext-transforms"]], "create_transforms_from_convnext_processor": [[59, "create-transforms-from-convnext-processor"]], "create_vit_transforms": [[59, "create-vit-transforms"]], "create_transforms_from_vit_processor": [[59, "create-transforms-from-vit-processor"]], "create_siglip_transforms": [[59, "create-siglip-transforms"]], "create_transforms_from_siglip_processor": [[59, "create-transforms-from-siglip-processor"]], "create_bit_transforms": [[59, "create-bit-transforms"]], "create_transforms_from_bit_processor": [[59, "create-transforms-from-bit-processor"]], "create_blip_transforms": [[59, "create-blip-transforms"]], "create_transforms_from_blip_processor": [[59, "create-transforms-from-blip-processor"]], "create_mobilenetv2_transforms": [[59, "create-mobilenetv2-transforms"]], "create_transforms_from_mobilenetv2_processor": [[59, "create-transforms-from-mobilenetv2-processor"]], "imgutils.resource.background": [[60, "module-imgutils.resource.background"]], "BackgroundImageSet": [[60, "backgroundimageset"]], "list_bg_image_files": [[60, "list-bg-image-files"]], "get_bg_image_file": [[60, "get-bg-image-file"]], "get_bg_image": [[60, "get-bg-image"]], "random_bg_image_file": [[60, "random-bg-image-file"]], "random_bg_image": [[60, "random-bg-image"]], "imgutils.resource": [[61, "module-imgutils.resource"]], "imgutils.restore.adversarial": [[62, "module-imgutils.restore.adversarial"]], "remove_adversarial_noise": [[62, "remove-adversarial-noise"]], "imgutils.restore": [[63, "module-imgutils.restore"]], "imgutils.restore.nafnet": [[64, "module-imgutils.restore.nafnet"]], "restore_with_nafnet": [[64, "restore-with-nafnet"]], "imgutils.restore.scunet": [[65, "module-imgutils.restore.scunet"]], "restore_with_scunet": [[65, "restore-with-scunet"]], "imgutils.sd": [[66, "module-imgutils.sd"]], "imgutils.sd.metadata": [[67, "module-imgutils.sd.metadata"]], "SDMetaData": [[67, "sdmetadata"]], "parse_sdmeta_from_text": [[67, "parse-sdmeta-from-text"]], "get_sdmeta_from_image": [[67, "get-sdmeta-from-image"]], "save_image_with_sdmeta": [[67, "save-image-with-sdmeta"]], "imgutils.sd.model": [[68, "module-imgutils.sd.model"]], "read_metadata": [[68, "read-metadata"]], "save_with_metadata": [[68, "save-with-metadata"]], "imgutils.sd.nai": [[69, "module-imgutils.sd.nai"]], "NAIMetaData": [[69, "naimetadata"]], "NAIMetadata": [[69, "id1"]], "get_naimeta_from_image": [[69, "get-naimeta-from-image"]], "add_naimeta_to_image": [[69, "add-naimeta-to-image"]], "save_image_with_naimeta": [[69, "save-image-with-naimeta"]], "imgutils.segment": [[70, "module-imgutils.segment"]], "imgutils.segment.isnetis": [[71, "module-imgutils.segment.isnetis"]], "get_isnetis_mask": [[71, "get-isnetis-mask"]], "segment_with_isnetis": [[71, "segment-with-isnetis"]], "segment_rgba_with_isnetis": [[71, "segment-rgba-with-isnetis"]], "imgutils.tagging.blacklist": [[72, "module-imgutils.tagging.blacklist"]], "is_blacklisted": [[72, "is-blacklisted"]], "drop_blacklisted_tags": [[72, "drop-blacklisted-tags"]], "imgutils.tagging.character": [[73, "module-imgutils.tagging.character"]], "CHAR_WHITELIST_SUFFIX": [[73, "char-whitelist-suffix"]], "CHAR_WHITELIST_PREFIX": [[73, "char-whitelist-prefix"]], "CHAR_WHITELIST_WORD": [[73, "char-whitelist-word"]], "CHAR_SUFFIXES": [[73, "char-suffixes"]], "CHAR_PREFIXES": [[73, "char-prefixes"]], "CharacterTagPool": [[73, "charactertagpool"]], "is_basic_character_tag": [[73, "is-basic-character-tag"]], "drop_basic_character_tags": [[73, "drop-basic-character-tags"]], "imgutils.tagging.deepdanbooru": [[74, "module-imgutils.tagging.deepdanbooru"]], "get_deepdanbooru_tags": [[74, "get-deepdanbooru-tags"]], "imgutils.tagging.deepgelbooru": [[75, "module-imgutils.tagging.deepgelbooru"]], "get_deepgelbooru_tags": [[75, "get-deepgelbooru-tags"]], "imgutils.tagging.format": [[76, "module-imgutils.tagging.format"]], "add_underline": [[76, "add-underline"]], "remove_underline": [[76, "remove-underline"]], "tags_to_text": [[76, "tags-to-text"]], "imgutils.tagging": [[77, "module-imgutils.tagging"]], "imgutils.tagging.match": [[78, "module-imgutils.tagging.match"]], "tag_match_suffix": [[78, "tag-match-suffix"]], "tag_match_prefix": [[78, "tag-match-prefix"]], "tag_match_full": [[78, "tag-match-full"]], "imgutils.tagging.mldanbooru": [[79, "module-imgutils.tagging.mldanbooru"]], "get_mldanbooru_tags": [[79, "get-mldanbooru-tags"]], "imgutils.tagging.order": [[80, "module-imgutils.tagging.order"]], "sort_tags": [[80, "sort-tags"]], "imgutils.tagging.overlap": [[81, "module-imgutils.tagging.overlap"]], "drop_overlap_tags": [[81, "drop-overlap-tags"]], "imgutils.tagging.wd14": [[82, "module-imgutils.tagging.wd14"]], "get_wd14_tags": [[82, "get-wd14-tags"]], "convert_wd14_emb_to_prediction": [[82, "convert-wd14-emb-to-prediction"]], "denormalize_wd14_emb": [[82, "denormalize-wd14-emb"]], "imgutils.upscale.cdc": [[83, "module-imgutils.upscale.cdc"]], "upscale_with_cdc": [[83, "upscale-with-cdc"]], "imgutils.upscale": [[84, "module-imgutils.upscale"]], "imgutils.utils.cache": [[85, "module-imgutils.utils.cache"]], "ts_lru_cache": [[85, "ts-lru-cache"]], "imgutils.utils.func": [[86, "module-imgutils.utils.func"]], "sigmoid": [[86, "sigmoid"]], "imgutils.utils": [[87, "module-imgutils.utils"]], "imgutils.utils.onnxruntime": [[88, "module-imgutils.utils.onnxruntime"]], "get_onnx_provider": [[88, "get-onnx-provider"]], "open_onnx_model": [[88, "open-onnx-model"]], "imgutils.validate.aicheck": [[89, "module-imgutils.validate.aicheck"]], "get_ai_created_score": [[89, "get-ai-created-score"]], "is_ai_created": [[89, "is-ai-created"]], "imgutils.validate.bangumi_char": [[90, "module-imgutils.validate.bangumi_char"]], "anime_bangumi_char_score": [[90, "anime-bangumi-char-score"]], "anime_bangumi_char": [[90, "anime-bangumi-char"]], "imgutils.validate.classify": [[91, "module-imgutils.validate.classify"]], "anime_classify_score": [[91, "anime-classify-score"]], "anime_classify": [[91, "anime-classify"]], "imgutils.validate.color": [[92, "module-imgutils.validate.color"]], "is_greyscale": [[92, "is-greyscale"]], "imgutils.validate.completeness": [[93, "module-imgutils.validate.completeness"]], "anime_completeness_score": [[93, "anime-completeness-score"]], "anime_completeness": [[93, "anime-completeness"]], "imgutils.validate.dbrating": [[94, "module-imgutils.validate.dbrating"]], "anime_dbrating_score": [[94, "anime-dbrating-score"]], "anime_dbrating": [[94, "anime-dbrating"]], "imgutils.validate.furry": [[95, "module-imgutils.validate.furry"]], "anime_furry_score": [[95, "anime-furry-score"]], "anime_furry": [[95, "anime-furry"]], "imgutils.validate": [[96, "module-imgutils.validate"]], "imgutils.validate.monochrome": [[97, "module-imgutils.validate.monochrome"]], "get_monochrome_score": [[97, "get-monochrome-score"]], "is_monochrome": [[97, "is-monochrome"]], "imgutils.validate.nsfw": [[98, "module-imgutils.validate.nsfw"]], "nsfw_pred_score": [[98, "nsfw-pred-score"]], "nsfw_pred": [[98, "nsfw-pred"]], "imgutils.validate.portrait": [[99, "module-imgutils.validate.portrait"]], "anime_portrait_score": [[99, "anime-portrait-score"]], "anime_portrait": [[99, "anime-portrait"]], "imgutils.validate.rating": [[100, "module-imgutils.validate.rating"]], "anime_rating_score": [[100, "anime-rating-score"]], "anime_rating": [[100, "anime-rating"]], "imgutils.validate.real": [[101, "module-imgutils.validate.real"]], "anime_real_score": [[101, "anime-real-score"]], "anime_real": [[101, "anime-real"]], "imgutils.validate.safe": [[102, "module-imgutils.validate.safe"]], "safe_check_score": [[102, "safe-check-score"]], "safe_check": [[102, "safe-check"]], "imgutils.validate.style_age": [[103, "module-imgutils.validate.style_age"]], "anime_style_age_score": [[103, "anime-style-age-score"]], "anime_style_age": [[103, "anime-style-age"]], "imgutils.validate.teen": [[104, "module-imgutils.validate.teen"]], "anime_teen_score": [[104, "anime-teen-score"]], "anime_teen": [[104, "anime-teen"]], "imgutils.validate.truncate": [[105, "module-imgutils.validate.truncate"]], "is_truncated_file": [[105, "is-truncated-file"]], "Welcome to imgutils\u2019s Documentation": [[106, "welcome-to-imgutils-s-documentation"]], "Overview": [[106, "overview"]], "Tutorials": [[106, null]], "Information": [[106, null]], "API Documentation": [[106, null]], "Run Environment Information": [[107, "Run-Environment-Information"], [108, "Run-Environment-Information"]], "Installation": [[109, "installation"]], "Quick Start": [[110, "quick-start"]]}, "indexentries": {"ascii_drawing() (in module imgutils.ascii.drawing)": [[0, "imgutils.ascii.drawing.ascii_drawing"]], "imgutils.ascii.drawing": [[0, "module-imgutils.ascii.drawing"]], "module": [[0, "module-imgutils.ascii.drawing"], [1, "module-imgutils.ascii"], [2, "module-imgutils.config"], [3, "module-imgutils.config.meta"], [4, "module-imgutils.data.background"], [5, "module-imgutils.data.blob"], [6, "module-imgutils.data.decode"], [7, "module-imgutils.data.encode"], [8, "module-imgutils.data.image"], [9, "module-imgutils.data"], [10, "module-imgutils.data.layer"], [11, "module-imgutils.data.url"], [12, "module-imgutils.detect.booru_yolo"], [13, "module-imgutils.detect.censor"], [14, "module-imgutils.detect.eye"], [15, "module-imgutils.detect.face"], [16, "module-imgutils.detect.halfbody"], [17, "module-imgutils.detect.hand"], [18, "module-imgutils.detect.head"], [19, "module-imgutils.detect"], [20, "module-imgutils.detect.nudenet"], [21, "module-imgutils.detect.person"], [22, "module-imgutils.detect.similarity"], [23, "module-imgutils.detect.text"], [24, "module-imgutils.detect.visual"], [25, "module-imgutils.edge.canny"], [26, "module-imgutils.edge"], [27, "module-imgutils.edge.lineart"], [28, "module-imgutils.edge.lineart_anime"], [29, "module-imgutils.generic.classify"], [30, "module-imgutils.generic.clip"], [31, "module-imgutils.generic.enhance"], [32, "module-imgutils.generic"], [33, "module-imgutils.generic.siglip"], [34, "module-imgutils.generic.yolo"], [35, "module-imgutils.metadata.geninfo"], [36, "module-imgutils.metadata"], [37, "module-imgutils.metadata.lsb"], [38, "module-imgutils.metrics.aesthetic"], [39, "module-imgutils.metrics.ccip"], [40, "module-imgutils.metrics.dbaesthetic"], [41, "module-imgutils.metrics"], [42, "module-imgutils.metrics.laplacian"], [43, "module-imgutils.metrics.lpips"], [44, "module-imgutils.metrics.psnr_"], [45, "module-imgutils.ocr"], [46, "module-imgutils.operate.align"], [47, "module-imgutils.operate.censor_"], [48, "module-imgutils.operate.imgcensor"], [49, "module-imgutils.operate"], [50, "module-imgutils.operate.squeeze"], [51, "module-imgutils.pose.dwpose"], [52, "module-imgutils.pose.format"], [53, "module-imgutils.pose"], [54, "module-imgutils.pose.visual"], [55, "module-imgutils.preprocess.base"], [56, "module-imgutils.preprocess"], [57, "module-imgutils.preprocess.pillow"], [58, "module-imgutils.preprocess.torchvision"], [59, "module-imgutils.preprocess.transformers"], [60, "module-imgutils.resource.background"], [61, "module-imgutils.resource"], [62, "module-imgutils.restore.adversarial"], [63, "module-imgutils.restore"], [64, "module-imgutils.restore.nafnet"], [65, "module-imgutils.restore.scunet"], [66, "module-imgutils.sd"], [67, "module-imgutils.sd.metadata"], [68, "module-imgutils.sd.model"], [69, "module-imgutils.sd.nai"], [70, "module-imgutils.segment"], [71, "module-imgutils.segment.isnetis"], [72, "module-imgutils.tagging.blacklist"], [73, "module-imgutils.tagging.character"], [74, "module-imgutils.tagging.deepdanbooru"], [75, "module-imgutils.tagging.deepgelbooru"], [76, "module-imgutils.tagging.format"], [77, "module-imgutils.tagging"], [78, "module-imgutils.tagging.match"], [79, "module-imgutils.tagging.mldanbooru"], [80, "module-imgutils.tagging.order"], [81, "module-imgutils.tagging.overlap"], [82, "module-imgutils.tagging.wd14"], [83, "module-imgutils.upscale.cdc"], [84, "module-imgutils.upscale"], [85, "module-imgutils.utils.cache"], [86, "module-imgutils.utils.func"], [87, "module-imgutils.utils"], [88, "module-imgutils.utils.onnxruntime"], [89, "module-imgutils.validate.aicheck"], [90, "module-imgutils.validate.bangumi_char"], [91, "module-imgutils.validate.classify"], [92, "module-imgutils.validate.color"], [93, "module-imgutils.validate.completeness"], [94, "module-imgutils.validate.dbrating"], [95, "module-imgutils.validate.furry"], [96, "module-imgutils.validate"], [97, "module-imgutils.validate.monochrome"], [98, "module-imgutils.validate.nsfw"], [99, "module-imgutils.validate.portrait"], [100, "module-imgutils.validate.rating"], [101, "module-imgutils.validate.real"], [102, "module-imgutils.validate.safe"], [103, "module-imgutils.validate.style_age"], [104, "module-imgutils.validate.teen"], [105, "module-imgutils.validate.truncate"]], "imgutils.ascii": [[1, "module-imgutils.ascii"]], "imgutils.config": [[2, "module-imgutils.config"]], "__author_email__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__AUTHOR_EMAIL__"]], "__author__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__AUTHOR__"]], "__description__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__DESCRIPTION__"]], "__title__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__TITLE__"]], "__version__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__VERSION__"]], "imgutils.config.meta": [[3, "module-imgutils.config.meta"]], "grid_background() (in module imgutils.data.background)": [[4, "imgutils.data.background.grid_background"]], "grid_transparent() (in module imgutils.data.background)": [[4, "imgutils.data.background.grid_transparent"]], "imgutils.data.background": [[4, "module-imgutils.data.background"]], "imgutils.data.blob": [[5, "module-imgutils.data.blob"]], "is_valid_image_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.is_valid_image_blob_url"]], "load_image_from_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.load_image_from_blob_url"]], "to_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.to_blob_url"]], "imgutils.data.decode": [[6, "module-imgutils.data.decode"]], "rgb_decode() (in module imgutils.data.decode)": [[6, "imgutils.data.decode.rgb_decode"]], "imgutils.data.encode": [[7, "module-imgutils.data.encode"]], "rgb_encode() (in module imgutils.data.encode)": [[7, "imgutils.data.encode.rgb_encode"]], "has_alpha_channel() (in module imgutils.data.image)": [[8, "imgutils.data.image.has_alpha_channel"]], "imgutils.data.image": [[8, "module-imgutils.data.image"]], "load_image() (in module imgutils.data.image)": [[8, "imgutils.data.image.load_image"]], "load_images() (in module imgutils.data.image)": [[8, "imgutils.data.image.load_images"]], "imgutils.data": [[9, "module-imgutils.data"]], "imgutils.data.layer": [[10, "module-imgutils.data.layer"]], "istack() (in module imgutils.data.layer)": [[10, "imgutils.data.layer.istack"]], "download_image_from_url() (in module imgutils.data.url)": [[11, "imgutils.data.url.download_image_from_url"]], "imgutils.data.url": [[11, "module-imgutils.data.url"]], "is_http_url() (in module imgutils.data.url)": [[11, "imgutils.data.url.is_http_url"]], "detect_with_booru_yolo() (in module imgutils.detect.booru_yolo)": [[12, "imgutils.detect.booru_yolo.detect_with_booru_yolo"]], "imgutils.detect.booru_yolo": [[12, "module-imgutils.detect.booru_yolo"]], "detect_censors() (in module imgutils.detect.censor)": [[13, "imgutils.detect.censor.detect_censors"]], "imgutils.detect.censor": [[13, "module-imgutils.detect.censor"]], "detect_eyes() (in module imgutils.detect.eye)": [[14, "imgutils.detect.eye.detect_eyes"]], "imgutils.detect.eye": [[14, "module-imgutils.detect.eye"]], "detect_faces() (in module imgutils.detect.face)": [[15, "imgutils.detect.face.detect_faces"]], "imgutils.detect.face": [[15, "module-imgutils.detect.face"]], "detect_halfbody() (in module imgutils.detect.halfbody)": [[16, "imgutils.detect.halfbody.detect_halfbody"]], "imgutils.detect.halfbody": [[16, "module-imgutils.detect.halfbody"]], "detect_hands() (in module imgutils.detect.hand)": [[17, "imgutils.detect.hand.detect_hands"]], "imgutils.detect.hand": [[17, "module-imgutils.detect.hand"]], "detect_heads() (in module imgutils.detect.head)": [[18, "imgutils.detect.head.detect_heads"]], "imgutils.detect.head": [[18, "module-imgutils.detect.head"]], "imgutils.detect": [[19, "module-imgutils.detect"]], "detect_with_nudenet() (in module imgutils.detect.nudenet)": [[20, "imgutils.detect.nudenet.detect_with_nudenet"]], "imgutils.detect.nudenet": [[20, "module-imgutils.detect.nudenet"]], "detect_person() (in module imgutils.detect.person)": [[21, "imgutils.detect.person.detect_person"]], "imgutils.detect.person": [[21, "module-imgutils.detect.person"]], "bboxes_similarity() (in module imgutils.detect.similarity)": [[22, "imgutils.detect.similarity.bboxes_similarity"]], "calculate_iou() (in module imgutils.detect.similarity)": [[22, "imgutils.detect.similarity.calculate_iou"]], "detection_similarity() (in module imgutils.detect.similarity)": [[22, "imgutils.detect.similarity.detection_similarity"]], "imgutils.detect.similarity": [[22, "module-imgutils.detect.similarity"]], "detect_text() (in module imgutils.detect.text)": [[23, "imgutils.detect.text.detect_text"]], "imgutils.detect.text": [[23, "module-imgutils.detect.text"]], "detection_visualize() (in module imgutils.detect.visual)": [[24, "imgutils.detect.visual.detection_visualize"]], "imgutils.detect.visual": [[24, "module-imgutils.detect.visual"]], "edge_image_with_canny() (in module imgutils.edge.canny)": [[25, "imgutils.edge.canny.edge_image_with_canny"]], "get_edge_by_canny() (in module imgutils.edge.canny)": [[25, "imgutils.edge.canny.get_edge_by_canny"]], "imgutils.edge.canny": [[25, "module-imgutils.edge.canny"]], "imgutils.edge": [[26, "module-imgutils.edge"]], "edge_image_with_lineart() (in module imgutils.edge.lineart)": [[27, "imgutils.edge.lineart.edge_image_with_lineart"]], "get_edge_by_lineart() (in module imgutils.edge.lineart)": [[27, "imgutils.edge.lineart.get_edge_by_lineart"]], "imgutils.edge.lineart": [[27, "module-imgutils.edge.lineart"]], "edge_image_with_lineart_anime() (in module imgutils.edge.lineart_anime)": [[28, "imgutils.edge.lineart_anime.edge_image_with_lineart_anime"]], "get_edge_by_lineart_anime() (in module imgutils.edge.lineart_anime)": [[28, "imgutils.edge.lineart_anime.get_edge_by_lineart_anime"]], "imgutils.edge.lineart_anime": [[28, "module-imgutils.edge.lineart_anime"]], "classifymodel (class in imgutils.generic.classify)": [[29, "imgutils.generic.classify.ClassifyModel"]], "__init__() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.__init__"]], "classify_predict() (in module imgutils.generic.classify)": [[29, "imgutils.generic.classify.classify_predict"]], "classify_predict_fmt() (in module imgutils.generic.classify)": [[29, "imgutils.generic.classify.classify_predict_fmt"]], "classify_predict_score() (in module imgutils.generic.classify)": [[29, "imgutils.generic.classify.classify_predict_score"]], "clear() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.clear"]], "imgutils.generic.classify": [[29, "module-imgutils.generic.classify"]], "launch_demo() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.launch_demo"]], "make_ui() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.make_ui"]], "predict() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.predict"]], "predict_fmt() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.predict_fmt"]], "predict_score() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.predict_score"]], "clipmodel (class in imgutils.generic.clip)": [[30, "imgutils.generic.clip.CLIPModel"]], "__init__() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.__init__"]], "clear() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.clear"]], "clip_image_encode() (in module imgutils.generic.clip)": [[30, "imgutils.generic.clip.clip_image_encode"]], "clip_predict() (in module imgutils.generic.clip)": [[30, "imgutils.generic.clip.clip_predict"]], "clip_text_encode() (in module imgutils.generic.clip)": [[30, "imgutils.generic.clip.clip_text_encode"]], "image_encode() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.image_encode"]], "imgutils.generic.clip": [[30, "module-imgutils.generic.clip"]], "launch_demo() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.launch_demo"]], "make_ui() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.make_ui"]], "predict() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.predict"]], "text_encode() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.text_encode"]], "imageenhancer (class in imgutils.generic.enhance)": [[31, "imgutils.generic.enhance.ImageEnhancer"]], "__init__() (imgutils.generic.enhance.imageenhancer method)": [[31, "imgutils.generic.enhance.ImageEnhancer.__init__"]], "imgutils.generic.enhance": [[31, "module-imgutils.generic.enhance"]], "process() (imgutils.generic.enhance.imageenhancer method)": [[31, "imgutils.generic.enhance.ImageEnhancer.process"]], "imgutils.generic": [[32, "module-imgutils.generic"]], "siglipmodel (class in imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.SigLIPModel"]], "__init__() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.__init__"]], "clear() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.clear"]], "image_encode() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.image_encode"]], "imgutils.generic.siglip": [[33, "module-imgutils.generic.siglip"]], "launch_demo() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.launch_demo"]], "make_ui() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.make_ui"]], "predict() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.predict"]], "siglip_image_encode() (in module imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.siglip_image_encode"]], "siglip_predict() (in module imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.siglip_predict"]], "siglip_text_encode() (in module imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.siglip_text_encode"]], "text_encode() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.text_encode"]], "yolomodel (class in imgutils.generic.yolo)": [[34, "imgutils.generic.yolo.YOLOModel"]], "__init__() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.__init__"]], "clear() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.clear"]], "imgutils.generic.yolo": [[34, "module-imgutils.generic.yolo"]], "launch_demo() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.launch_demo"]], "make_ui() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.make_ui"]], "predict() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.predict"]], "yolo_predict() (in module imgutils.generic.yolo)": [[34, "imgutils.generic.yolo.yolo_predict"]], "imgutils.metadata.geninfo": [[35, "module-imgutils.metadata.geninfo"]], "read_geninfo_exif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.read_geninfo_exif"]], "read_geninfo_gif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.read_geninfo_gif"]], "read_geninfo_parameters() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.read_geninfo_parameters"]], "write_geninfo_exif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.write_geninfo_exif"]], "write_geninfo_gif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.write_geninfo_gif"]], "write_geninfo_parameters() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.write_geninfo_parameters"]], "imgutils.metadata": [[36, "module-imgutils.metadata"]], "imagelsbdataextractor (class in imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.ImageLsbDataExtractor"]], "lsbextractor (class in imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.LSBExtractor"]], "lsbreaderror (class in imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.LSBReadError"]], "__init__() (imgutils.metadata.lsb.imagelsbdataextractor method)": [[37, "imgutils.metadata.lsb.ImageLsbDataExtractor.__init__"]], "__init__() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.__init__"]], "extract_data() (imgutils.metadata.lsb.imagelsbdataextractor method)": [[37, "imgutils.metadata.lsb.ImageLsbDataExtractor.extract_data"]], "get_next_n_bytes() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.get_next_n_bytes"]], "get_one_byte() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.get_one_byte"]], "imgutils.metadata.lsb": [[37, "module-imgutils.metadata.lsb"]], "inject_data() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.inject_data"]], "read_32bit_integer() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.read_32bit_integer"]], "read_lsb_metadata() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.read_lsb_metadata"]], "read_lsb_raw_bytes() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.read_lsb_raw_bytes"]], "serialize_json() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.serialize_json"]], "serialize_pnginfo() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.serialize_pnginfo"]], "write_lsb_metadata() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.write_lsb_metadata"]], "write_lsb_raw_bytes() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.write_lsb_raw_bytes"]], "get_aesthetic_score() (in module imgutils.metrics.aesthetic)": [[38, "imgutils.metrics.aesthetic.get_aesthetic_score"]], "imgutils.metrics.aesthetic": [[38, "module-imgutils.metrics.aesthetic"]], "ccip_batch_differences() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_batch_differences"]], "ccip_batch_extract_features() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_batch_extract_features"]], "ccip_batch_same() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_batch_same"]], "ccip_clustering() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_clustering"]], "ccip_default_clustering_params() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_default_clustering_params"]], "ccip_default_threshold() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_default_threshold"]], "ccip_difference() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_difference"]], "ccip_extract_feature() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_extract_feature"]], "ccip_merge() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_merge"]], "ccip_same() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_same"]], "imgutils.metrics.ccip": [[39, "module-imgutils.metrics.ccip"]], "anime_dbaesthetic() (in module imgutils.metrics.dbaesthetic)": [[40, "imgutils.metrics.dbaesthetic.anime_dbaesthetic"]], "imgutils.metrics.dbaesthetic": [[40, "module-imgutils.metrics.dbaesthetic"]], "imgutils.metrics": [[41, "module-imgutils.metrics"]], "imgutils.metrics.laplacian": [[42, "module-imgutils.metrics.laplacian"]], "laplacian_score() (in module imgutils.metrics.laplacian)": [[42, "imgutils.metrics.laplacian.laplacian_score"]], "imgutils.metrics.lpips": [[43, "module-imgutils.metrics.lpips"]], "lpips_clustering() (in module imgutils.metrics.lpips)": [[43, "imgutils.metrics.lpips.lpips_clustering"]], "lpips_difference() (in module imgutils.metrics.lpips)": [[43, "imgutils.metrics.lpips.lpips_difference"]], "lpips_extract_feature() (in module imgutils.metrics.lpips)": [[43, "imgutils.metrics.lpips.lpips_extract_feature"]], "imgutils.metrics.psnr_": [[44, "module-imgutils.metrics.psnr_"]], "psnr() (in module imgutils.metrics.psnr_)": [[44, "imgutils.metrics.psnr_.psnr"]], "detect_text_with_ocr() (in module imgutils.ocr)": [[45, "imgutils.ocr.detect_text_with_ocr"]], "imgutils.ocr": [[45, "module-imgutils.ocr"]], "list_det_models() (in module imgutils.ocr)": [[45, "imgutils.ocr.list_det_models"]], "list_rec_models() (in module imgutils.ocr)": [[45, "imgutils.ocr.list_rec_models"]], "ocr() (in module imgutils.ocr)": [[45, "imgutils.ocr.ocr"]], "align_maxsize() (in module imgutils.operate.align)": [[46, "imgutils.operate.align.align_maxsize"]], "imgutils.operate.align": [[46, "module-imgutils.operate.align"]], "basecensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.BaseCensor"]], "blurcensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.BlurCensor"]], "colorcensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.ColorCensor"]], "pixelatecensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.PixelateCensor"]], "censor_area() (imgutils.operate.censor_.basecensor method)": [[47, "imgutils.operate.censor_.BaseCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.blurcensor method)": [[47, "imgutils.operate.censor_.BlurCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.colorcensor method)": [[47, "imgutils.operate.censor_.ColorCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.pixelatecensor method)": [[47, "imgutils.operate.censor_.PixelateCensor.censor_area"]], "censor_areas() (in module imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.censor_areas"]], "censor_nsfw() (in module imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.censor_nsfw"]], "imgutils.operate.censor_": [[47, "module-imgutils.operate.censor_"]], "register_censor_method() (in module imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.register_censor_method"]], "emojibasedcensor (class in imgutils.operate.imgcensor)": [[48, "imgutils.operate.imgcensor.EmojiBasedCensor"]], "imagebasedcensor (class in imgutils.operate.imgcensor)": [[48, "imgutils.operate.imgcensor.ImageBasedCensor"]], "singleimage (class in imgutils.operate.imgcensor)": [[48, "imgutils.operate.imgcensor.SingleImage"]], "__init__() (imgutils.operate.imgcensor.singleimage method)": [[48, "imgutils.operate.imgcensor.SingleImage.__init__"]], "censor_area() (imgutils.operate.imgcensor.emojibasedcensor method)": [[48, "imgutils.operate.imgcensor.EmojiBasedCensor.censor_area"]], "censor_area() (imgutils.operate.imgcensor.imagebasedcensor method)": [[48, "imgutils.operate.imgcensor.ImageBasedCensor.censor_area"]], "find_for_area() (imgutils.operate.imgcensor.singleimage method)": [[48, "imgutils.operate.imgcensor.SingleImage.find_for_area"]], "height (imgutils.operate.imgcensor.singleimage property)": [[48, "imgutils.operate.imgcensor.SingleImage.height"]], "imgutils.operate.imgcensor": [[48, "module-imgutils.operate.imgcensor"]], "width (imgutils.operate.imgcensor.singleimage property)": [[48, "imgutils.operate.imgcensor.SingleImage.width"]], "imgutils.operate": [[49, "module-imgutils.operate"]], "imgutils.operate.squeeze": [[50, "module-imgutils.operate.squeeze"]], "squeeze() (in module imgutils.operate.squeeze)": [[50, "imgutils.operate.squeeze.squeeze"]], "squeeze_with_transparency() (in module imgutils.operate.squeeze)": [[50, "imgutils.operate.squeeze.squeeze_with_transparency"]], "dwpose_estimate() (in module imgutils.pose.dwpose)": [[51, "imgutils.pose.dwpose.dwpose_estimate"]], "imgutils.pose.dwpose": [[51, "module-imgutils.pose.dwpose"]], "left_ankle (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_ANKLE"]], "left_big_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_BIG_TOE"]], "left_ear (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_EAR"]], "left_elbow (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_ELBOW"]], "left_eye (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_EYE"]], "left_heel (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_HEEL"]], "left_hip (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_HIP"]], "left_knee (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_KNEE"]], "left_shoulder (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_SHOULDER"]], "left_small_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_SMALL_TOE"]], "left_wrist (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_WRIST"]], "neck (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.NECK"]], "nose (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.NOSE"]], "op18keypointset (class in imgutils.pose.format)": [[52, "imgutils.pose.format.OP18KeyPointSet"]], "op18_body_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_BODY_MAX"]], "op18_body_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_BODY_MIN"]], "op18_face_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_FACE_MAX"]], "op18_face_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_FACE_MIN"]], "op18_left_foot_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_FOOT_MAX"]], "op18_left_foot_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_FOOT_MIN"]], "op18_left_hand_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_HAND_MAX"]], "op18_left_hand_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_HAND_MIN"]], "op18_right_foot_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_FOOT_MAX"]], "op18_right_foot_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_FOOT_MIN"]], "op18_right_hand_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_HAND_MAX"]], "op18_right_hand_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_HAND_MIN"]], "right_ankle (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_ANKLE"]], "right_big_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_BIG_TOE"]], "right_ear (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_EAR"]], "right_elbow (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_ELBOW"]], "right_eye (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_EYE"]], "right_heel (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_HEEL"]], "right_hip (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_HIP"]], "right_knee (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_KNEE"]], "right_shoulder (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_SHOULDER"]], "right_small_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_SMALL_TOE"]], "right_wrist (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_WRIST"]], "__init__() (imgutils.pose.format.op18keypointset method)": [[52, "imgutils.pose.format.OP18KeyPointSet.__init__"]], "__mul__() (imgutils.pose.format.op18keypointset method)": [[52, "imgutils.pose.format.OP18KeyPointSet.__mul__"]], "__truediv__() (imgutils.pose.format.op18keypointset method)": [[52, "imgutils.pose.format.OP18KeyPointSet.__truediv__"]], "body (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.body"]], "face (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.face"]], "imgutils.pose.format": [[52, "module-imgutils.pose.format"]], "left_foot (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.left_foot"]], "left_hand (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.left_hand"]], "right_foot (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.right_foot"]], "right_hand (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.right_hand"]], "imgutils.pose": [[53, "module-imgutils.pose"]], "imgutils.pose.visual": [[54, "module-imgutils.pose.visual"]], "op18_visualize() (in module imgutils.pose.visual)": [[54, "imgutils.pose.visual.op18_visualize"]], "notparsetarget (class in imgutils.preprocess.base)": [[55, "imgutils.preprocess.base.NotParseTarget"]], "imgutils.preprocess.base": [[55, "module-imgutils.preprocess.base"]], "imgutils.preprocess": [[56, "module-imgutils.preprocess"]], "create_pillow_transforms() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.create_pillow_transforms"]], "imgutils.preprocess.pillow": [[57, "module-imgutils.preprocess.pillow"]], "parse_pillow_transforms() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.parse_pillow_transforms"]], "register_pillow_parse() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.register_pillow_parse"]], "register_pillow_transform() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.register_pillow_transform"]], "create_torchvision_transforms() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.create_torchvision_transforms"]], "imgutils.preprocess.torchvision": [[58, "module-imgutils.preprocess.torchvision"]], "parse_torchvision_transforms() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.parse_torchvision_transforms"]], "register_torchvision_parse() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.register_torchvision_parse"]], "register_torchvision_transform() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.register_torchvision_transform"]], "notprocessortypeerror (class in imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.NotProcessorTypeError"]], "convert_to_size_dict() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.convert_to_size_dict"]], "create_bit_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_bit_transforms"]], "create_blip_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_blip_transforms"]], "create_clip_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_clip_transforms"]], "create_convnext_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_convnext_transforms"]], "create_mobilenetv2_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_mobilenetv2_transforms"]], "create_siglip_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_siglip_transforms"]], "create_transforms_from_bit_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_bit_processor"]], "create_transforms_from_blip_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_blip_processor"]], "create_transforms_from_clip_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_clip_processor"]], "create_transforms_from_convnext_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_convnext_processor"]], "create_transforms_from_mobilenetv2_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_mobilenetv2_processor"]], "create_transforms_from_siglip_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_siglip_processor"]], "create_transforms_from_transformers() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_transformers"]], "create_transforms_from_vit_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_vit_processor"]], "create_vit_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_vit_transforms"]], "get_size_dict() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.get_size_dict"]], "imgutils.preprocess.transformers": [[59, "module-imgutils.preprocess.transformers"]], "is_valid_size_dict() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.is_valid_size_dict"]], "register_creators_for_transformers() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.register_creators_for_transformers"]], "backgroundimageset (class in imgutils.resource.background)": [[60, "imgutils.resource.background.BackgroundImageSet"]], "__init__() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.__init__"]], "get_bg_image() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.get_bg_image"]], "get_bg_image_file() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.get_bg_image_file"]], "get_image() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.get_image"]], "get_image_file() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.get_image_file"]], "imgutils.resource.background": [[60, "module-imgutils.resource.background"]], "list_bg_image_files() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.list_bg_image_files"]], "list_image_files() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.list_image_files"]], "random_bg_image() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.random_bg_image"]], "random_bg_image_file() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.random_bg_image_file"]], "random_image() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.random_image"]], "random_image_file() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.random_image_file"]], "imgutils.resource": [[61, "module-imgutils.resource"]], "imgutils.restore.adversarial": [[62, "module-imgutils.restore.adversarial"]], "remove_adversarial_noise() (in module imgutils.restore.adversarial)": [[62, "imgutils.restore.adversarial.remove_adversarial_noise"]], "imgutils.restore": [[63, "module-imgutils.restore"]], "imgutils.restore.nafnet": [[64, "module-imgutils.restore.nafnet"]], "restore_with_nafnet() (in module imgutils.restore.nafnet)": [[64, "imgutils.restore.nafnet.restore_with_nafnet"]], "imgutils.restore.scunet": [[65, "module-imgutils.restore.scunet"]], "restore_with_scunet() (in module imgutils.restore.scunet)": [[65, "imgutils.restore.scunet.restore_with_scunet"]], "imgutils.sd": [[66, "module-imgutils.sd"]], "sdmetadata (class in imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.SDMetaData"]], "__str__() (imgutils.sd.metadata.sdmetadata method)": [[67, "imgutils.sd.metadata.SDMetaData.__str__"]], "get_sdmeta_from_image() (in module imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.get_sdmeta_from_image"]], "imgutils.sd.metadata": [[67, "module-imgutils.sd.metadata"]], "parse_sdmeta_from_text() (in module imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.parse_sdmeta_from_text"]], "pnginfo (imgutils.sd.metadata.sdmetadata property)": [[67, "imgutils.sd.metadata.SDMetaData.pnginfo"]], "save_image_with_sdmeta() (in module imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.save_image_with_sdmeta"]], "text (imgutils.sd.metadata.sdmetadata property)": [[67, "imgutils.sd.metadata.SDMetaData.text"]], "imgutils.sd.model": [[68, "module-imgutils.sd.model"]], "read_metadata() (in module imgutils.sd.model)": [[68, "imgutils.sd.model.read_metadata"]], "save_with_metadata() (in module imgutils.sd.model)": [[68, "imgutils.sd.model.save_with_metadata"]], "naimetadata (class in imgutils.sd.nai)": [[69, "imgutils.sd.nai.NAIMetaData"], [69, "imgutils.sd.nai.NAIMetadata"]], "__init__() (imgutils.sd.nai.naimetadata method)": [[69, "imgutils.sd.nai.NAIMetaData.__init__"]], "add_naimeta_to_image() (in module imgutils.sd.nai)": [[69, "imgutils.sd.nai.add_naimeta_to_image"]], "get_naimeta_from_image() (in module imgutils.sd.nai)": [[69, "imgutils.sd.nai.get_naimeta_from_image"]], "imgutils.sd.nai": [[69, "module-imgutils.sd.nai"]], "pnginfo (imgutils.sd.nai.naimetadata property)": [[69, "imgutils.sd.nai.NAIMetaData.pnginfo"]], "save_image_with_naimeta() (in module imgutils.sd.nai)": [[69, "imgutils.sd.nai.save_image_with_naimeta"]], "imgutils.segment": [[70, "module-imgutils.segment"]], "get_isnetis_mask() (in module imgutils.segment.isnetis)": [[71, "imgutils.segment.isnetis.get_isnetis_mask"]], "imgutils.segment.isnetis": [[71, "module-imgutils.segment.isnetis"]], "segment_rgba_with_isnetis() (in module imgutils.segment.isnetis)": [[71, "imgutils.segment.isnetis.segment_rgba_with_isnetis"]], "segment_with_isnetis() (in module imgutils.segment.isnetis)": [[71, "imgutils.segment.isnetis.segment_with_isnetis"]], "drop_blacklisted_tags() (in module imgutils.tagging.blacklist)": [[72, "imgutils.tagging.blacklist.drop_blacklisted_tags"]], "imgutils.tagging.blacklist": [[72, "module-imgutils.tagging.blacklist"]], "is_blacklisted() (in module imgutils.tagging.blacklist)": [[72, "imgutils.tagging.blacklist.is_blacklisted"]], "char_prefixes (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_PREFIXES"]], "char_suffixes (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_SUFFIXES"]], "char_whitelist_prefix (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_WHITELIST_PREFIX"]], "char_whitelist_suffix (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_WHITELIST_SUFFIX"]], "char_whitelist_word (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_WHITELIST_WORD"]], "charactertagpool (class in imgutils.tagging.character)": [[73, "imgutils.tagging.character.CharacterTagPool"]], "__init__() (imgutils.tagging.character.charactertagpool method)": [[73, "imgutils.tagging.character.CharacterTagPool.__init__"]], "drop_basic_character_tags() (imgutils.tagging.character.charactertagpool method)": [[73, "imgutils.tagging.character.CharacterTagPool.drop_basic_character_tags"]], "drop_basic_character_tags() (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.drop_basic_character_tags"]], "imgutils.tagging.character": [[73, "module-imgutils.tagging.character"]], "is_basic_character_tag() (imgutils.tagging.character.charactertagpool method)": [[73, "imgutils.tagging.character.CharacterTagPool.is_basic_character_tag"]], "is_basic_character_tag() (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.is_basic_character_tag"]], "get_deepdanbooru_tags() (in module imgutils.tagging.deepdanbooru)": [[74, "imgutils.tagging.deepdanbooru.get_deepdanbooru_tags"]], "imgutils.tagging.deepdanbooru": [[74, "module-imgutils.tagging.deepdanbooru"]], "get_deepgelbooru_tags() (in module imgutils.tagging.deepgelbooru)": [[75, "imgutils.tagging.deepgelbooru.get_deepgelbooru_tags"]], "imgutils.tagging.deepgelbooru": [[75, "module-imgutils.tagging.deepgelbooru"]], "add_underline() (in module imgutils.tagging.format)": [[76, "imgutils.tagging.format.add_underline"]], "imgutils.tagging.format": [[76, "module-imgutils.tagging.format"]], "remove_underline() (in module imgutils.tagging.format)": [[76, "imgutils.tagging.format.remove_underline"]], "tags_to_text() (in module imgutils.tagging.format)": [[76, "imgutils.tagging.format.tags_to_text"]], "imgutils.tagging": [[77, "module-imgutils.tagging"]], "imgutils.tagging.match": [[78, "module-imgutils.tagging.match"]], "tag_match_full() (in module imgutils.tagging.match)": [[78, "imgutils.tagging.match.tag_match_full"]], "tag_match_prefix() (in module imgutils.tagging.match)": [[78, "imgutils.tagging.match.tag_match_prefix"]], "tag_match_suffix() (in module imgutils.tagging.match)": [[78, "imgutils.tagging.match.tag_match_suffix"]], "get_mldanbooru_tags() (in module imgutils.tagging.mldanbooru)": [[79, "imgutils.tagging.mldanbooru.get_mldanbooru_tags"]], "imgutils.tagging.mldanbooru": [[79, "module-imgutils.tagging.mldanbooru"]], "imgutils.tagging.order": [[80, "module-imgutils.tagging.order"]], "sort_tags() (in module imgutils.tagging.order)": [[80, "imgutils.tagging.order.sort_tags"]], "drop_overlap_tags() (in module imgutils.tagging.overlap)": [[81, "imgutils.tagging.overlap.drop_overlap_tags"]], "imgutils.tagging.overlap": [[81, "module-imgutils.tagging.overlap"]], "convert_wd14_emb_to_prediction() (in module imgutils.tagging.wd14)": [[82, "imgutils.tagging.wd14.convert_wd14_emb_to_prediction"]], "denormalize_wd14_emb() (in module imgutils.tagging.wd14)": [[82, "imgutils.tagging.wd14.denormalize_wd14_emb"]], "get_wd14_tags() (in module imgutils.tagging.wd14)": [[82, "imgutils.tagging.wd14.get_wd14_tags"]], "imgutils.tagging.wd14": [[82, "module-imgutils.tagging.wd14"]], "imgutils.upscale.cdc": [[83, "module-imgutils.upscale.cdc"]], "upscale_with_cdc() (in module imgutils.upscale.cdc)": [[83, "imgutils.upscale.cdc.upscale_with_cdc"]], "imgutils.upscale": [[84, "module-imgutils.upscale"]], "imgutils.utils.cache": [[85, "module-imgutils.utils.cache"]], "ts_lru_cache() (in module imgutils.utils.cache)": [[85, "imgutils.utils.cache.ts_lru_cache"]], "imgutils.utils.func": [[86, "module-imgutils.utils.func"]], "sigmoid() (in module imgutils.utils.func)": [[86, "imgutils.utils.func.sigmoid"]], "imgutils.utils": [[87, "module-imgutils.utils"]], "get_onnx_provider() (in module imgutils.utils.onnxruntime)": [[88, "imgutils.utils.onnxruntime.get_onnx_provider"]], "imgutils.utils.onnxruntime": [[88, "module-imgutils.utils.onnxruntime"]], "open_onnx_model() (in module imgutils.utils.onnxruntime)": [[88, "imgutils.utils.onnxruntime.open_onnx_model"]], "get_ai_created_score() (in module imgutils.validate.aicheck)": [[89, "imgutils.validate.aicheck.get_ai_created_score"]], "imgutils.validate.aicheck": [[89, "module-imgutils.validate.aicheck"]], "is_ai_created() (in module imgutils.validate.aicheck)": [[89, "imgutils.validate.aicheck.is_ai_created"]], "anime_bangumi_char() (in module imgutils.validate.bangumi_char)": [[90, "imgutils.validate.bangumi_char.anime_bangumi_char"]], "anime_bangumi_char_score() (in module imgutils.validate.bangumi_char)": [[90, "imgutils.validate.bangumi_char.anime_bangumi_char_score"]], "imgutils.validate.bangumi_char": [[90, "module-imgutils.validate.bangumi_char"]], "anime_classify() (in module imgutils.validate.classify)": [[91, "imgutils.validate.classify.anime_classify"]], "anime_classify_score() (in module imgutils.validate.classify)": [[91, "imgutils.validate.classify.anime_classify_score"]], "imgutils.validate.classify": [[91, "module-imgutils.validate.classify"]], "imgutils.validate.color": [[92, "module-imgutils.validate.color"]], "is_greyscale() (in module imgutils.validate.color)": [[92, "imgutils.validate.color.is_greyscale"]], "anime_completeness() (in module imgutils.validate.completeness)": [[93, "imgutils.validate.completeness.anime_completeness"]], "anime_completeness_score() (in module imgutils.validate.completeness)": [[93, "imgutils.validate.completeness.anime_completeness_score"]], "imgutils.validate.completeness": [[93, "module-imgutils.validate.completeness"]], "anime_dbrating() (in module imgutils.validate.dbrating)": [[94, "imgutils.validate.dbrating.anime_dbrating"]], "anime_dbrating_score() (in module imgutils.validate.dbrating)": [[94, "imgutils.validate.dbrating.anime_dbrating_score"]], "imgutils.validate.dbrating": [[94, "module-imgutils.validate.dbrating"]], "anime_furry() (in module imgutils.validate.furry)": [[95, "imgutils.validate.furry.anime_furry"]], "anime_furry_score() (in module imgutils.validate.furry)": [[95, "imgutils.validate.furry.anime_furry_score"]], "imgutils.validate.furry": [[95, "module-imgutils.validate.furry"]], "imgutils.validate": [[96, "module-imgutils.validate"]], "get_monochrome_score() (in module imgutils.validate.monochrome)": [[97, "imgutils.validate.monochrome.get_monochrome_score"]], "imgutils.validate.monochrome": [[97, "module-imgutils.validate.monochrome"]], "is_monochrome() (in module imgutils.validate.monochrome)": [[97, "imgutils.validate.monochrome.is_monochrome"]], "imgutils.validate.nsfw": [[98, "module-imgutils.validate.nsfw"]], "nsfw_pred() (in module imgutils.validate.nsfw)": [[98, "imgutils.validate.nsfw.nsfw_pred"]], "nsfw_pred_score() (in module imgutils.validate.nsfw)": [[98, "imgutils.validate.nsfw.nsfw_pred_score"]], "anime_portrait() (in module imgutils.validate.portrait)": [[99, "imgutils.validate.portrait.anime_portrait"]], "anime_portrait_score() (in module imgutils.validate.portrait)": [[99, "imgutils.validate.portrait.anime_portrait_score"]], "imgutils.validate.portrait": [[99, "module-imgutils.validate.portrait"]], "anime_rating() (in module imgutils.validate.rating)": [[100, "imgutils.validate.rating.anime_rating"]], "anime_rating_score() (in module imgutils.validate.rating)": [[100, "imgutils.validate.rating.anime_rating_score"]], "imgutils.validate.rating": [[100, "module-imgutils.validate.rating"]], "anime_real() (in module imgutils.validate.real)": [[101, "imgutils.validate.real.anime_real"]], "anime_real_score() (in module imgutils.validate.real)": [[101, "imgutils.validate.real.anime_real_score"]], "imgutils.validate.real": [[101, "module-imgutils.validate.real"]], "imgutils.validate.safe": [[102, "module-imgutils.validate.safe"]], "safe_check() (in module imgutils.validate.safe)": [[102, "imgutils.validate.safe.safe_check"]], "safe_check_score() (in module imgutils.validate.safe)": [[102, "imgutils.validate.safe.safe_check_score"]], "anime_style_age() (in module imgutils.validate.style_age)": [[103, "imgutils.validate.style_age.anime_style_age"]], "anime_style_age_score() (in module imgutils.validate.style_age)": [[103, "imgutils.validate.style_age.anime_style_age_score"]], "imgutils.validate.style_age": [[103, "module-imgutils.validate.style_age"]], "anime_teen() (in module imgutils.validate.teen)": [[104, "imgutils.validate.teen.anime_teen"]], "anime_teen_score() (in module imgutils.validate.teen)": [[104, "imgutils.validate.teen.anime_teen_score"]], "imgutils.validate.teen": [[104, "module-imgutils.validate.teen"]], "imgutils.validate.truncate": [[105, "module-imgutils.validate.truncate"]], "is_truncated_file() (in module imgutils.validate.truncate)": [[105, "imgutils.validate.truncate.is_truncated_file"]]}}) \ No newline at end of file diff --git a/dev/preprocess/.buildinfo b/dev/preprocess/.buildinfo index 500674c7434f3ab774d139caf0894b6d28ea2f81..e8c7bb09914cba4318849fc6265866292c6090a7 100644 --- a/dev/preprocess/.buildinfo +++ b/dev/preprocess/.buildinfo @@ -1,4 +1,4 @@ # Sphinx build info version 1 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done. -config: 22e1f23cb9bf7e57fe72345f92f8eb41 +config: 09d82b8f66375a3d7e93b07a7c8df124 tags: 645f666f9bcd5a90fca523b33c5a78b7 diff --git a/dev/preprocess/.doctrees/api_doc/ascii/drawing.doctree b/dev/preprocess/.doctrees/api_doc/ascii/drawing.doctree index a53956856b25e89b30b02aeec992ec653133f636..f2c1ccf2561d83c9c9456390bb5120e97a0a12b1 100644 Binary files a/dev/preprocess/.doctrees/api_doc/ascii/drawing.doctree and b/dev/preprocess/.doctrees/api_doc/ascii/drawing.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/ascii/index.doctree b/dev/preprocess/.doctrees/api_doc/ascii/index.doctree index f9b53ad35b68bb8ff61b1774ecf0c82b65ae50bd..c945c2e62264a384236524d16daaf16e4bdd97d6 100644 Binary files a/dev/preprocess/.doctrees/api_doc/ascii/index.doctree and b/dev/preprocess/.doctrees/api_doc/ascii/index.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/config/index.doctree b/dev/preprocess/.doctrees/api_doc/config/index.doctree index 8bfd7591a8edae3b16598d9cdd837bfd9fdc5e5d..7dbf48f2323a12c5d992ed6a38d60c318397e3f7 100644 Binary files a/dev/preprocess/.doctrees/api_doc/config/index.doctree and b/dev/preprocess/.doctrees/api_doc/config/index.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/config/meta.doctree b/dev/preprocess/.doctrees/api_doc/config/meta.doctree index 767d761ad6575453383fbb206fd0667a0256ff1f..4df6066b5c3bba4315ff20c99bf5d7bcca4e5854 100644 Binary files a/dev/preprocess/.doctrees/api_doc/config/meta.doctree and b/dev/preprocess/.doctrees/api_doc/config/meta.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/data/background.doctree b/dev/preprocess/.doctrees/api_doc/data/background.doctree index 0997eeb44e6b96b53a0b4333a92b6baf7ff9f4ae..98b31baeec606d095005a784975433f21c35d424 100644 Binary files a/dev/preprocess/.doctrees/api_doc/data/background.doctree and b/dev/preprocess/.doctrees/api_doc/data/background.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/data/blob.doctree b/dev/preprocess/.doctrees/api_doc/data/blob.doctree index 673a118cd3df1aedb82809c2ba2bcf21e8e0de44..90cb43e5d410d26e57bdfb65c3b4b9cc9455433f 100644 Binary files a/dev/preprocess/.doctrees/api_doc/data/blob.doctree and b/dev/preprocess/.doctrees/api_doc/data/blob.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/data/decode.doctree b/dev/preprocess/.doctrees/api_doc/data/decode.doctree index 3a38b60c27936a7ff22efde52e873ca257c37b27..a5bab6680985de355ac19624c793e3e6ab2205ae 100644 Binary files a/dev/preprocess/.doctrees/api_doc/data/decode.doctree and b/dev/preprocess/.doctrees/api_doc/data/decode.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/data/encode.doctree b/dev/preprocess/.doctrees/api_doc/data/encode.doctree index b348271604b94fbaff8ce3b473900a3b29e5e847..5041595e4ecf4c9a5545b2bf83804c06149ce4f9 100644 Binary files a/dev/preprocess/.doctrees/api_doc/data/encode.doctree and b/dev/preprocess/.doctrees/api_doc/data/encode.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/data/image.doctree b/dev/preprocess/.doctrees/api_doc/data/image.doctree index f6cafb799d39a0d48be8776f236e8dfb8a300dff..48590880873135badcfc7c08ade2b68a314272ba 100644 Binary files a/dev/preprocess/.doctrees/api_doc/data/image.doctree and b/dev/preprocess/.doctrees/api_doc/data/image.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/data/index.doctree b/dev/preprocess/.doctrees/api_doc/data/index.doctree index c07d79ef4a8647a93bfdd4b8ea7d6119acf4079b..24988f55d47605f273c26c72c90de7b303622274 100644 Binary files a/dev/preprocess/.doctrees/api_doc/data/index.doctree and b/dev/preprocess/.doctrees/api_doc/data/index.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/data/layer.doctree b/dev/preprocess/.doctrees/api_doc/data/layer.doctree index 968b938e8fec82024f93ace4af418f54db6da129..14b7390e644a73104d3345b9e849bb8b6c75a926 100644 Binary files a/dev/preprocess/.doctrees/api_doc/data/layer.doctree and b/dev/preprocess/.doctrees/api_doc/data/layer.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/data/pad.doctree b/dev/preprocess/.doctrees/api_doc/data/pad.doctree index 8b04031b9c37a09bfcac81f7f2ced92e4997ddb3..590edc87a426d727f4c9a71bfb1889f6deeccf71 100644 Binary files a/dev/preprocess/.doctrees/api_doc/data/pad.doctree and b/dev/preprocess/.doctrees/api_doc/data/pad.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/data/url.doctree b/dev/preprocess/.doctrees/api_doc/data/url.doctree index b7e2627cec364865738354895594d48066d42778..2c13d6b144320897800f4553877fb7608ae188fb 100644 Binary files a/dev/preprocess/.doctrees/api_doc/data/url.doctree and b/dev/preprocess/.doctrees/api_doc/data/url.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/detect/booru_yolo.doctree b/dev/preprocess/.doctrees/api_doc/detect/booru_yolo.doctree index d0cadb44cea9e870f4470c2d8f27393d97052d32..fb0d1e7edc3dec9835fe72a01a5a967a3dda6b08 100644 Binary files a/dev/preprocess/.doctrees/api_doc/detect/booru_yolo.doctree and b/dev/preprocess/.doctrees/api_doc/detect/booru_yolo.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/detect/censor.doctree b/dev/preprocess/.doctrees/api_doc/detect/censor.doctree index d582e2d712367e53b42d9d08c2456a32ff6fb55e..2a8c7cf4a587471e883b42863be8f0c8178d32a1 100644 Binary files a/dev/preprocess/.doctrees/api_doc/detect/censor.doctree and b/dev/preprocess/.doctrees/api_doc/detect/censor.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/detect/eye.doctree b/dev/preprocess/.doctrees/api_doc/detect/eye.doctree index 2e78823f815b1cf37bfc37e566a5cf2b45f41594..00b9215e978af4eaf993c126f83b02fbff31c5cb 100644 Binary files a/dev/preprocess/.doctrees/api_doc/detect/eye.doctree and b/dev/preprocess/.doctrees/api_doc/detect/eye.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/detect/face.doctree b/dev/preprocess/.doctrees/api_doc/detect/face.doctree index 99e9debaf24ccb8e85673a2fcda12b2988ef13eb..5d9a50ec0217d16bc6a767c0502593ad72c00a35 100644 Binary files a/dev/preprocess/.doctrees/api_doc/detect/face.doctree and b/dev/preprocess/.doctrees/api_doc/detect/face.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/detect/halfbody.doctree b/dev/preprocess/.doctrees/api_doc/detect/halfbody.doctree index 8ebcd371530b764f2daa935de3b44a8fc5709406..6c565ad56200ddc64848dd2f0f907583280d2399 100644 Binary files a/dev/preprocess/.doctrees/api_doc/detect/halfbody.doctree and b/dev/preprocess/.doctrees/api_doc/detect/halfbody.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/detect/hand.doctree b/dev/preprocess/.doctrees/api_doc/detect/hand.doctree index 3af106acf05c77f7d91d2b07a6dee339d02f7988..09b53d89aa42cdefbd3df90597c1cc186622af69 100644 Binary files a/dev/preprocess/.doctrees/api_doc/detect/hand.doctree and b/dev/preprocess/.doctrees/api_doc/detect/hand.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/detect/head.doctree b/dev/preprocess/.doctrees/api_doc/detect/head.doctree index 10d94fe80748b3fff87726fd2d65f1006c2f4e9b..08a693812a0710af5e246bcb025d4749ae40dc92 100644 Binary files a/dev/preprocess/.doctrees/api_doc/detect/head.doctree and b/dev/preprocess/.doctrees/api_doc/detect/head.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/detect/index.doctree b/dev/preprocess/.doctrees/api_doc/detect/index.doctree index e085c581488f48f8f4175ecd50a84ab56ef16f16..227207a12abb6208637035ded50712c20b21be9b 100644 Binary files a/dev/preprocess/.doctrees/api_doc/detect/index.doctree and b/dev/preprocess/.doctrees/api_doc/detect/index.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/detect/nudenet.doctree b/dev/preprocess/.doctrees/api_doc/detect/nudenet.doctree index 45eccacf586b6ae08a8434d74a56041117db3256..24ee77322168e71a3ae7df7872671a4c0954f116 100644 Binary files a/dev/preprocess/.doctrees/api_doc/detect/nudenet.doctree and b/dev/preprocess/.doctrees/api_doc/detect/nudenet.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/detect/person.doctree b/dev/preprocess/.doctrees/api_doc/detect/person.doctree index 1cbfda810709c06882146610806581cc0052849f..5ee336d3200284ee448b278f2e4e5ebc2e90ce4b 100644 Binary files a/dev/preprocess/.doctrees/api_doc/detect/person.doctree and b/dev/preprocess/.doctrees/api_doc/detect/person.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/detect/similarity.doctree b/dev/preprocess/.doctrees/api_doc/detect/similarity.doctree index 2240b831a8a93bd96226f89085d31235c05e691e..e85898d8bab73ac918317652f27b0b84f882efec 100644 Binary files a/dev/preprocess/.doctrees/api_doc/detect/similarity.doctree and b/dev/preprocess/.doctrees/api_doc/detect/similarity.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/detect/text.doctree b/dev/preprocess/.doctrees/api_doc/detect/text.doctree index b48f7b178371e267fa1e2abf9d705675098310e4..02c563efd690bebd3266f84baeabc180f272864c 100644 Binary files a/dev/preprocess/.doctrees/api_doc/detect/text.doctree and b/dev/preprocess/.doctrees/api_doc/detect/text.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/detect/visual.doctree b/dev/preprocess/.doctrees/api_doc/detect/visual.doctree index 0d0e87328a287f42f2e6dd1b921cc0fb4e1fce38..af54bd79f3957b2a381d2f55980cde00a0421206 100644 Binary files a/dev/preprocess/.doctrees/api_doc/detect/visual.doctree and b/dev/preprocess/.doctrees/api_doc/detect/visual.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/edge/canny.doctree b/dev/preprocess/.doctrees/api_doc/edge/canny.doctree index 85ab66d8d3c15cfbcb04208067e528a29042fa9e..d650012539d9b8b69b8c0c6d7adf13b3691f89b8 100644 Binary files a/dev/preprocess/.doctrees/api_doc/edge/canny.doctree and b/dev/preprocess/.doctrees/api_doc/edge/canny.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/edge/index.doctree b/dev/preprocess/.doctrees/api_doc/edge/index.doctree index c28692cd8ff26f5acba09358f45488a7623fbea9..4a6202c9706906ee00ce470e7ace152284f31c7c 100644 Binary files a/dev/preprocess/.doctrees/api_doc/edge/index.doctree and b/dev/preprocess/.doctrees/api_doc/edge/index.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/edge/lineart.doctree b/dev/preprocess/.doctrees/api_doc/edge/lineart.doctree index 54a4ccc00dd014f1439f3c25ff389b8372874b1d..87170bc9314283a411c0acb04a2737e032a03bce 100644 Binary files a/dev/preprocess/.doctrees/api_doc/edge/lineart.doctree and b/dev/preprocess/.doctrees/api_doc/edge/lineart.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/edge/lineart_anime.doctree b/dev/preprocess/.doctrees/api_doc/edge/lineart_anime.doctree index 93197dab4788fd0cb488896ebdb56d52eb2778b5..85e6cdcd89da23aff766d2fa04191c384d82c5c0 100644 Binary files a/dev/preprocess/.doctrees/api_doc/edge/lineart_anime.doctree and b/dev/preprocess/.doctrees/api_doc/edge/lineart_anime.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/generic/classify.doctree b/dev/preprocess/.doctrees/api_doc/generic/classify.doctree index 71d0ac2bebd83ffe9f8b45e5cfe96bb596ef4306..4a6de9dca7a150835f7d50300ef24e9c5eb96ee5 100644 Binary files a/dev/preprocess/.doctrees/api_doc/generic/classify.doctree and b/dev/preprocess/.doctrees/api_doc/generic/classify.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/generic/clip.doctree b/dev/preprocess/.doctrees/api_doc/generic/clip.doctree index ef487a7cbee0bbef5b08461093af32c7e05623e3..08c278aeb80a2c1b0cacbe4b808aa8b0ea923713 100644 Binary files a/dev/preprocess/.doctrees/api_doc/generic/clip.doctree and b/dev/preprocess/.doctrees/api_doc/generic/clip.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/generic/enhance.doctree b/dev/preprocess/.doctrees/api_doc/generic/enhance.doctree index ac80d4412e91c6c57430910f8a10090a5e482eed..1576773184e272f117a289ae4baabcfb07b2f56c 100644 Binary files a/dev/preprocess/.doctrees/api_doc/generic/enhance.doctree and b/dev/preprocess/.doctrees/api_doc/generic/enhance.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/generic/index.doctree b/dev/preprocess/.doctrees/api_doc/generic/index.doctree index 068311f4cdc48bdfd0dfcde70f52bf537212fa8d..81b0bdc4c69099dabee63c6da70f13b6f943ad07 100644 Binary files a/dev/preprocess/.doctrees/api_doc/generic/index.doctree and b/dev/preprocess/.doctrees/api_doc/generic/index.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/generic/siglip.doctree b/dev/preprocess/.doctrees/api_doc/generic/siglip.doctree index c40a78d592f7c4171f9454b206fe014447b4c8f2..190d740672dfc548a8268d9e8e9d5b9f2be504d2 100644 Binary files a/dev/preprocess/.doctrees/api_doc/generic/siglip.doctree and b/dev/preprocess/.doctrees/api_doc/generic/siglip.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/generic/yolo.doctree b/dev/preprocess/.doctrees/api_doc/generic/yolo.doctree index b5c4aa7ef4a97ea57402ef47076c3c93182b3bca..df99e17cf81dea1ab30c8adadffb5be9364e5007 100644 Binary files a/dev/preprocess/.doctrees/api_doc/generic/yolo.doctree and b/dev/preprocess/.doctrees/api_doc/generic/yolo.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/metadata/geninfo.doctree b/dev/preprocess/.doctrees/api_doc/metadata/geninfo.doctree index d4828ac89d1dd066e1a21418f380205e83b37b54..a6aadc2aa37caab54cdb3d34393fd0f8186dc566 100644 Binary files a/dev/preprocess/.doctrees/api_doc/metadata/geninfo.doctree and b/dev/preprocess/.doctrees/api_doc/metadata/geninfo.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/metadata/index.doctree b/dev/preprocess/.doctrees/api_doc/metadata/index.doctree index 6627ca1c2f454bacfa4038dfa8cddc7308c41779..5f88ff1ab1847a45e9378f2091a41fbc3042b75b 100644 Binary files a/dev/preprocess/.doctrees/api_doc/metadata/index.doctree and b/dev/preprocess/.doctrees/api_doc/metadata/index.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/metadata/lsb.doctree b/dev/preprocess/.doctrees/api_doc/metadata/lsb.doctree index c6ef3a50c57e11cc360401f67efbec53c7f9407e..d2d8cd8ee4b2a9875855a7ac880bd62e41322d60 100644 Binary files a/dev/preprocess/.doctrees/api_doc/metadata/lsb.doctree and b/dev/preprocess/.doctrees/api_doc/metadata/lsb.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/metrics/aesthetic.doctree b/dev/preprocess/.doctrees/api_doc/metrics/aesthetic.doctree index 34fb0b620da73f178c246d3f2831156a773c9315..adaa8dcf6ef2c1d0fec348ef2359880551dd04b5 100644 Binary files a/dev/preprocess/.doctrees/api_doc/metrics/aesthetic.doctree and b/dev/preprocess/.doctrees/api_doc/metrics/aesthetic.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/metrics/ccip.doctree b/dev/preprocess/.doctrees/api_doc/metrics/ccip.doctree index 73021bd63917b2bca09d1aee0be10beb3282e74c..695ee4e07ff244f47753dbdac61364f12d7c52d7 100644 Binary files a/dev/preprocess/.doctrees/api_doc/metrics/ccip.doctree and b/dev/preprocess/.doctrees/api_doc/metrics/ccip.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/metrics/dbaesthetic.doctree b/dev/preprocess/.doctrees/api_doc/metrics/dbaesthetic.doctree index f2aeea81a44b2129e9259e0a30055e7d9f2c90b7..3b5818c2fbd57d42539e90035472af4f6b841066 100644 Binary files a/dev/preprocess/.doctrees/api_doc/metrics/dbaesthetic.doctree and b/dev/preprocess/.doctrees/api_doc/metrics/dbaesthetic.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/metrics/index.doctree b/dev/preprocess/.doctrees/api_doc/metrics/index.doctree index 7d27127c7bb17a4b18a3f28d32a6a15d820732e4..106b183a7221687fbfe3549b020bcae510e19d3e 100644 Binary files a/dev/preprocess/.doctrees/api_doc/metrics/index.doctree and b/dev/preprocess/.doctrees/api_doc/metrics/index.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/metrics/laplacian.doctree b/dev/preprocess/.doctrees/api_doc/metrics/laplacian.doctree index f03c761126eaf4a9f739f8f44c1a7ae1a9b3948f..2e300b11677cb6a9cb8762bd39610b8eca806309 100644 Binary files a/dev/preprocess/.doctrees/api_doc/metrics/laplacian.doctree and b/dev/preprocess/.doctrees/api_doc/metrics/laplacian.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/metrics/lpips.doctree b/dev/preprocess/.doctrees/api_doc/metrics/lpips.doctree index bb9a48e593dc86ae55c98428cdae184ed78634b2..8556b217b92d21920d088e7201a415e49e172090 100644 Binary files a/dev/preprocess/.doctrees/api_doc/metrics/lpips.doctree and b/dev/preprocess/.doctrees/api_doc/metrics/lpips.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/metrics/psnr_.doctree b/dev/preprocess/.doctrees/api_doc/metrics/psnr_.doctree index bd7cd4d676e1b618aa594fbe3874033310da668b..54b2e63987bbe27cd46a93bca3301e9be07777e4 100644 Binary files a/dev/preprocess/.doctrees/api_doc/metrics/psnr_.doctree and b/dev/preprocess/.doctrees/api_doc/metrics/psnr_.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/ocr/index.doctree b/dev/preprocess/.doctrees/api_doc/ocr/index.doctree index adf3488b3d0a2ed1f3ede324af0ea24f86264bc2..4b5be3533daec5cd029d49860eb8b00c4e051326 100644 Binary files a/dev/preprocess/.doctrees/api_doc/ocr/index.doctree and b/dev/preprocess/.doctrees/api_doc/ocr/index.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/operate/align.doctree b/dev/preprocess/.doctrees/api_doc/operate/align.doctree index 627a36f709d1b6f92b990a4b0f958ad008cc473a..dee2188935bdaf8d1b10a645c2a173538d04b54b 100644 Binary files a/dev/preprocess/.doctrees/api_doc/operate/align.doctree and b/dev/preprocess/.doctrees/api_doc/operate/align.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/operate/censor.doctree b/dev/preprocess/.doctrees/api_doc/operate/censor.doctree index 047b659726e8b97d198187d42080af962e8f5629..9e313156dee9b239d00d5f3b0475e5b39825026e 100644 Binary files a/dev/preprocess/.doctrees/api_doc/operate/censor.doctree and b/dev/preprocess/.doctrees/api_doc/operate/censor.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/operate/imgcensor.doctree b/dev/preprocess/.doctrees/api_doc/operate/imgcensor.doctree index b107679fce7e443a4f9cca97f72dffe661c2a401..7ec33d3371fd867a62aa197196531172d07db894 100644 Binary files a/dev/preprocess/.doctrees/api_doc/operate/imgcensor.doctree and b/dev/preprocess/.doctrees/api_doc/operate/imgcensor.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/operate/index.doctree b/dev/preprocess/.doctrees/api_doc/operate/index.doctree index c48138494dad79cb41072cd63aabd58f131e8ca3..55d1f353c20470ef4ce94b8307410fde5712733c 100644 Binary files a/dev/preprocess/.doctrees/api_doc/operate/index.doctree and b/dev/preprocess/.doctrees/api_doc/operate/index.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/operate/squeeze.doctree b/dev/preprocess/.doctrees/api_doc/operate/squeeze.doctree index 05df0e6f8fa5b2666162e768abc33826ea4911a3..b34ecf6c102f55a577e55f254407740013ae8302 100644 Binary files a/dev/preprocess/.doctrees/api_doc/operate/squeeze.doctree and b/dev/preprocess/.doctrees/api_doc/operate/squeeze.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/pose/dwpose.doctree b/dev/preprocess/.doctrees/api_doc/pose/dwpose.doctree index 30cc550d13b4492b2c67437b3182d35ce4260e2c..e1f63f50c8dc662af8681f88ae8e936401e7392a 100644 Binary files a/dev/preprocess/.doctrees/api_doc/pose/dwpose.doctree and b/dev/preprocess/.doctrees/api_doc/pose/dwpose.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/pose/format.doctree b/dev/preprocess/.doctrees/api_doc/pose/format.doctree index 9d68d03a749b49da785b2690c1879bf50b409214..5b71376b2bec46a4c24da157583f877dce07ac37 100644 Binary files a/dev/preprocess/.doctrees/api_doc/pose/format.doctree and b/dev/preprocess/.doctrees/api_doc/pose/format.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/pose/index.doctree b/dev/preprocess/.doctrees/api_doc/pose/index.doctree index 064188546788c6d013a69997d3d464233c7900f3..59ff7e2d903329436042f70a1f8cfa07e91331e0 100644 Binary files a/dev/preprocess/.doctrees/api_doc/pose/index.doctree and b/dev/preprocess/.doctrees/api_doc/pose/index.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/pose/visual.doctree b/dev/preprocess/.doctrees/api_doc/pose/visual.doctree index 36712f7c0878fe92b637c4716fa7e4034c70001a..9659ed31ee3441346c5f571cde4ec2810afff14b 100644 Binary files a/dev/preprocess/.doctrees/api_doc/pose/visual.doctree and b/dev/preprocess/.doctrees/api_doc/pose/visual.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/preprocess/base.doctree b/dev/preprocess/.doctrees/api_doc/preprocess/base.doctree index 588b96f3a0f81f806552a779e0842f8a26550c34..cc616713f94a8a351e2c0fa34c9130d96c253ec0 100644 Binary files a/dev/preprocess/.doctrees/api_doc/preprocess/base.doctree and b/dev/preprocess/.doctrees/api_doc/preprocess/base.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/preprocess/index.doctree b/dev/preprocess/.doctrees/api_doc/preprocess/index.doctree index ff4091024a4ed46ebffb28ee004c8bcf25a742a9..46ac6df27fe32e3b617b2180f7bfb0d3928230c3 100644 Binary files a/dev/preprocess/.doctrees/api_doc/preprocess/index.doctree and b/dev/preprocess/.doctrees/api_doc/preprocess/index.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/preprocess/pillow.doctree b/dev/preprocess/.doctrees/api_doc/preprocess/pillow.doctree index 9bba35396cfc9793098f184163e1298185d689c2..aabf8f4b06b49041fe845bb3a5b685afe4ef6de1 100644 Binary files a/dev/preprocess/.doctrees/api_doc/preprocess/pillow.doctree and b/dev/preprocess/.doctrees/api_doc/preprocess/pillow.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/preprocess/torchvision.doctree b/dev/preprocess/.doctrees/api_doc/preprocess/torchvision.doctree index c4127e7a66fa7529af57d8953645adebb700a1a0..7e042135288e77b401297ab440da3230863969ce 100644 Binary files a/dev/preprocess/.doctrees/api_doc/preprocess/torchvision.doctree and b/dev/preprocess/.doctrees/api_doc/preprocess/torchvision.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/preprocess/transformers.doctree b/dev/preprocess/.doctrees/api_doc/preprocess/transformers.doctree index d981eafa1e6d3889af1f43cb1bed14f4b1b61991..e5a56c9b141532c6a25b5d2d8c7175e91b40ad25 100644 Binary files a/dev/preprocess/.doctrees/api_doc/preprocess/transformers.doctree and b/dev/preprocess/.doctrees/api_doc/preprocess/transformers.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/resource/background.doctree b/dev/preprocess/.doctrees/api_doc/resource/background.doctree index 208b381925c0b8dd92517144f8221038829bb46d..28b417ea63763526310fbed01b87a65b18fd696f 100644 Binary files a/dev/preprocess/.doctrees/api_doc/resource/background.doctree and b/dev/preprocess/.doctrees/api_doc/resource/background.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/resource/index.doctree b/dev/preprocess/.doctrees/api_doc/resource/index.doctree index cca5723cf77823312bbaae69738a6e6cfbd7b10e..9cb081e49b7ddaca3434186ab81c48b7bafd04cd 100644 Binary files a/dev/preprocess/.doctrees/api_doc/resource/index.doctree and b/dev/preprocess/.doctrees/api_doc/resource/index.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/restore/adversarial.doctree b/dev/preprocess/.doctrees/api_doc/restore/adversarial.doctree index 1aa6b7448558cc61f1785f7de8b4a2866744fd71..6718d9ed445c995916eef80ece645e9b382852ca 100644 Binary files a/dev/preprocess/.doctrees/api_doc/restore/adversarial.doctree and b/dev/preprocess/.doctrees/api_doc/restore/adversarial.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/restore/index.doctree b/dev/preprocess/.doctrees/api_doc/restore/index.doctree index 3bd5706493d3865a9eeb7e372dfd37fb0554f786..ed17e0e95bd712aee0fd33517bfc0c6030b9627e 100644 Binary files a/dev/preprocess/.doctrees/api_doc/restore/index.doctree and b/dev/preprocess/.doctrees/api_doc/restore/index.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/restore/nafnet.doctree b/dev/preprocess/.doctrees/api_doc/restore/nafnet.doctree index 5f5d1d1f2ccb132731389a5a8ea059de00c4d7c8..5b2116130dc2c6a3795f0b835c774197aa746841 100644 Binary files a/dev/preprocess/.doctrees/api_doc/restore/nafnet.doctree and b/dev/preprocess/.doctrees/api_doc/restore/nafnet.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/restore/scunet.doctree b/dev/preprocess/.doctrees/api_doc/restore/scunet.doctree index 93bb9270a0e2c12ecc66546987cd60545f157814..7af6f1c958f5bf628f565f583225638e8861ff1b 100644 Binary files a/dev/preprocess/.doctrees/api_doc/restore/scunet.doctree and b/dev/preprocess/.doctrees/api_doc/restore/scunet.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/sd/index.doctree b/dev/preprocess/.doctrees/api_doc/sd/index.doctree index acaae7ccc9e87d0190e6033d2fb576596f28bf1f..6daec481b48b8235b12d0544c30dd55b89823372 100644 Binary files a/dev/preprocess/.doctrees/api_doc/sd/index.doctree and b/dev/preprocess/.doctrees/api_doc/sd/index.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/sd/metadata.doctree b/dev/preprocess/.doctrees/api_doc/sd/metadata.doctree index b1c92e968651316a0614b2b96f29221e80a60fc9..ef9ab621bf2a911131a06b4f1ecb27c8ae1f8d37 100644 Binary files a/dev/preprocess/.doctrees/api_doc/sd/metadata.doctree and b/dev/preprocess/.doctrees/api_doc/sd/metadata.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/sd/model.doctree b/dev/preprocess/.doctrees/api_doc/sd/model.doctree index 8301d14640cbac2ce68b175432509cf79654bd0f..18c0518dcec5663ea43ba7f27323fbc8d859d753 100644 Binary files a/dev/preprocess/.doctrees/api_doc/sd/model.doctree and b/dev/preprocess/.doctrees/api_doc/sd/model.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/sd/nai.doctree b/dev/preprocess/.doctrees/api_doc/sd/nai.doctree index f8e028ba4f130743d0bd96fb7fa95d177ab0a217..476ecf7bb6abc1da5bbb04e3aecf90c2ca2a3817 100644 Binary files a/dev/preprocess/.doctrees/api_doc/sd/nai.doctree and b/dev/preprocess/.doctrees/api_doc/sd/nai.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/segment/index.doctree b/dev/preprocess/.doctrees/api_doc/segment/index.doctree index bdcdc95ef42f26e05c6422d65d31b8962c14f655..0ad3b8ce979fa8ab18cc4fea30e4e6d486e594d1 100644 Binary files a/dev/preprocess/.doctrees/api_doc/segment/index.doctree and b/dev/preprocess/.doctrees/api_doc/segment/index.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/segment/isnetis.doctree b/dev/preprocess/.doctrees/api_doc/segment/isnetis.doctree index eb6fe6bfb4ad5cb339b5c7af3afff2fff23cbd7a..781a81fd71412f3dd1caac97d51844d6abd81b8c 100644 Binary files a/dev/preprocess/.doctrees/api_doc/segment/isnetis.doctree and b/dev/preprocess/.doctrees/api_doc/segment/isnetis.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/tagging/blacklist.doctree b/dev/preprocess/.doctrees/api_doc/tagging/blacklist.doctree index 00fe9b45dbd69836f0c9c4dc16878fc2c76be852..5b910c2bfd86f821384e3db787da6a86f12a023b 100644 Binary files a/dev/preprocess/.doctrees/api_doc/tagging/blacklist.doctree and b/dev/preprocess/.doctrees/api_doc/tagging/blacklist.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/tagging/character.doctree b/dev/preprocess/.doctrees/api_doc/tagging/character.doctree index 5ae6f5c2175ba619fa4a61942ffd5026ded5763f..72085a2da3aab9f71c8c9aaf2f11f917e0c4c02a 100644 Binary files a/dev/preprocess/.doctrees/api_doc/tagging/character.doctree and b/dev/preprocess/.doctrees/api_doc/tagging/character.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/tagging/deepdanbooru.doctree b/dev/preprocess/.doctrees/api_doc/tagging/deepdanbooru.doctree index e42b816f5eb0ffbbca0854a4693cf7fd77edb051..cabe417511c22d37f683ab90a48311e87ae27105 100644 Binary files a/dev/preprocess/.doctrees/api_doc/tagging/deepdanbooru.doctree and b/dev/preprocess/.doctrees/api_doc/tagging/deepdanbooru.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/tagging/deepgelbooru.doctree b/dev/preprocess/.doctrees/api_doc/tagging/deepgelbooru.doctree index 2b75ae5e003cbaec3a7da50b2f0f1375e6f0ccb3..0269e3ae50b68e9e3597d236551c57816f5b20ec 100644 Binary files a/dev/preprocess/.doctrees/api_doc/tagging/deepgelbooru.doctree and b/dev/preprocess/.doctrees/api_doc/tagging/deepgelbooru.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/tagging/format.doctree b/dev/preprocess/.doctrees/api_doc/tagging/format.doctree index 2a351f883e539407349b650ba71b2a86b8ef4222..fdb128ddb65daeb9357424e558406ce24872eb0b 100644 Binary files a/dev/preprocess/.doctrees/api_doc/tagging/format.doctree and b/dev/preprocess/.doctrees/api_doc/tagging/format.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/tagging/index.doctree b/dev/preprocess/.doctrees/api_doc/tagging/index.doctree index 52dbd075408a9320f1b380befd0696e962654d96..c71d633e95ac7edd34f824d22785f2360949b18e 100644 Binary files a/dev/preprocess/.doctrees/api_doc/tagging/index.doctree and b/dev/preprocess/.doctrees/api_doc/tagging/index.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/tagging/match.doctree b/dev/preprocess/.doctrees/api_doc/tagging/match.doctree index b3c9f9fa3a53ebd1aa20f34c216440c51410a2b4..a2409702fea443f7d1da295f01df4de2b4af7346 100644 Binary files a/dev/preprocess/.doctrees/api_doc/tagging/match.doctree and b/dev/preprocess/.doctrees/api_doc/tagging/match.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/tagging/mldanbooru.doctree b/dev/preprocess/.doctrees/api_doc/tagging/mldanbooru.doctree index b68ecfb4b0f4bec69d523e7783326c3bc7a614d6..7a83868153c228e228e45400dd8b35a79d0680e4 100644 Binary files a/dev/preprocess/.doctrees/api_doc/tagging/mldanbooru.doctree and b/dev/preprocess/.doctrees/api_doc/tagging/mldanbooru.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/tagging/order.doctree b/dev/preprocess/.doctrees/api_doc/tagging/order.doctree index f89947cacd2af9b170aaceec57d5c36f95d50858..c640586a515b19841d8a535348ff97c7fed534a5 100644 Binary files a/dev/preprocess/.doctrees/api_doc/tagging/order.doctree and b/dev/preprocess/.doctrees/api_doc/tagging/order.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/tagging/overlap.doctree b/dev/preprocess/.doctrees/api_doc/tagging/overlap.doctree index 526055898a07bcb2f0435c31aa0a60430f410c03..f71c900d8dc9cf67bd772124b6e033a5203d9c7e 100644 Binary files a/dev/preprocess/.doctrees/api_doc/tagging/overlap.doctree and b/dev/preprocess/.doctrees/api_doc/tagging/overlap.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/tagging/wd14.doctree b/dev/preprocess/.doctrees/api_doc/tagging/wd14.doctree index cd81b26a0f620d1242dff9a06c2d07195e19421f..d96225436bd02bfcdb5eda48b262c0ad86f8937d 100644 Binary files a/dev/preprocess/.doctrees/api_doc/tagging/wd14.doctree and b/dev/preprocess/.doctrees/api_doc/tagging/wd14.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/upscale/cdc.doctree b/dev/preprocess/.doctrees/api_doc/upscale/cdc.doctree index 111916660a8c3c7b2c3c2e86ad3491aa7fe81a67..564d43233315b5fcda7869086aaef198c35c4040 100644 Binary files a/dev/preprocess/.doctrees/api_doc/upscale/cdc.doctree and b/dev/preprocess/.doctrees/api_doc/upscale/cdc.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/upscale/index.doctree b/dev/preprocess/.doctrees/api_doc/upscale/index.doctree index fe2fd3640773dfe4407ad0721272ce66b3c5b058..5714a6bcc0eac2f71218e6802297c5edbd081723 100644 Binary files a/dev/preprocess/.doctrees/api_doc/upscale/index.doctree and b/dev/preprocess/.doctrees/api_doc/upscale/index.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/utils/cache.doctree b/dev/preprocess/.doctrees/api_doc/utils/cache.doctree index 15d1075e588b3b11b7b867ba147704337d23cf34..3068922e7b35434e3998a7c0315468830b53b4a3 100644 Binary files a/dev/preprocess/.doctrees/api_doc/utils/cache.doctree and b/dev/preprocess/.doctrees/api_doc/utils/cache.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/utils/func.doctree b/dev/preprocess/.doctrees/api_doc/utils/func.doctree index e1af692c89d14dd48a95d8bcc789d79a912ef959..3faf581afa9580d115eb07731fbcab296f00a1bf 100644 Binary files a/dev/preprocess/.doctrees/api_doc/utils/func.doctree and b/dev/preprocess/.doctrees/api_doc/utils/func.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/utils/index.doctree b/dev/preprocess/.doctrees/api_doc/utils/index.doctree index 216a1eb29683837ed2db97148d02d2b527e66195..918a33b99a4c41b2b2792c5f50d70693aa406c22 100644 Binary files a/dev/preprocess/.doctrees/api_doc/utils/index.doctree and b/dev/preprocess/.doctrees/api_doc/utils/index.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/utils/onnxruntime.doctree b/dev/preprocess/.doctrees/api_doc/utils/onnxruntime.doctree index aad1ead3dfb4c4e01555054ac69eaa80ebdeb07f..40c1a734b42048f12e6419e33caf6ed3711933f5 100644 Binary files a/dev/preprocess/.doctrees/api_doc/utils/onnxruntime.doctree and b/dev/preprocess/.doctrees/api_doc/utils/onnxruntime.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/validate/aicheck.doctree b/dev/preprocess/.doctrees/api_doc/validate/aicheck.doctree index adf09b696e7f859061c119812c7be81f3a6deb77..30c9711bc741f0b5edd95329b0247de430515f47 100644 Binary files a/dev/preprocess/.doctrees/api_doc/validate/aicheck.doctree and b/dev/preprocess/.doctrees/api_doc/validate/aicheck.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/validate/bangumi_char.doctree b/dev/preprocess/.doctrees/api_doc/validate/bangumi_char.doctree index 478caf9c4f0ced358e30784271020c6b138ba705..e3a5105838358e8025a627e9d928eac0a8b5a286 100644 Binary files a/dev/preprocess/.doctrees/api_doc/validate/bangumi_char.doctree and b/dev/preprocess/.doctrees/api_doc/validate/bangumi_char.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/validate/classify.doctree b/dev/preprocess/.doctrees/api_doc/validate/classify.doctree index f96a32281ffbf2a26e9e6a423591a514fcaf242a..d2f13c7d3b022296728ab8802c2942d017aec84b 100644 Binary files a/dev/preprocess/.doctrees/api_doc/validate/classify.doctree and b/dev/preprocess/.doctrees/api_doc/validate/classify.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/validate/color.doctree b/dev/preprocess/.doctrees/api_doc/validate/color.doctree index 17674bcca9c2558cd42585a46ec28e74dc640878..6fe60d59e70de8e7dbf4d1e959b78ff76d9b8f86 100644 Binary files a/dev/preprocess/.doctrees/api_doc/validate/color.doctree and b/dev/preprocess/.doctrees/api_doc/validate/color.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/validate/completeness.doctree b/dev/preprocess/.doctrees/api_doc/validate/completeness.doctree index 25e58d5dc69263cda617c66884c0dfca9ae104b0..96599d6f1a0c0b31466b43d2a157f2f6162ca924 100644 Binary files a/dev/preprocess/.doctrees/api_doc/validate/completeness.doctree and b/dev/preprocess/.doctrees/api_doc/validate/completeness.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/validate/dbrating.doctree b/dev/preprocess/.doctrees/api_doc/validate/dbrating.doctree index b5b575366af392101acf38444c292432c522ab1a..c12824a7ebaa569f8449b1a11fafff8e6d89da9b 100644 Binary files a/dev/preprocess/.doctrees/api_doc/validate/dbrating.doctree and b/dev/preprocess/.doctrees/api_doc/validate/dbrating.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/validate/furry.doctree b/dev/preprocess/.doctrees/api_doc/validate/furry.doctree index 227ae4bfb9df7a6f25b5dd27e33fbc25c83483c5..ff5761619188887b16df102c45000d89c75d7d9a 100644 Binary files a/dev/preprocess/.doctrees/api_doc/validate/furry.doctree and b/dev/preprocess/.doctrees/api_doc/validate/furry.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/validate/index.doctree b/dev/preprocess/.doctrees/api_doc/validate/index.doctree index 10128cd5b5e5105060c260a754787052ecb72911..2c724bdd16741110b7680cd320ce3ae5d9041071 100644 Binary files a/dev/preprocess/.doctrees/api_doc/validate/index.doctree and b/dev/preprocess/.doctrees/api_doc/validate/index.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/validate/monochrome.doctree b/dev/preprocess/.doctrees/api_doc/validate/monochrome.doctree index b85673150edb69b6eb3e97ecb4ec658fef19ddc0..58468f3ad455fe1952c90f86823dc172f3f2e068 100644 Binary files a/dev/preprocess/.doctrees/api_doc/validate/monochrome.doctree and b/dev/preprocess/.doctrees/api_doc/validate/monochrome.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/validate/nsfw.doctree b/dev/preprocess/.doctrees/api_doc/validate/nsfw.doctree index 7819fb9239b24d30691adfbe626813daf40cba22..ee279d3245cd1d83727a42d57bcd81c95d02dcb9 100644 Binary files a/dev/preprocess/.doctrees/api_doc/validate/nsfw.doctree and b/dev/preprocess/.doctrees/api_doc/validate/nsfw.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/validate/portrait.doctree b/dev/preprocess/.doctrees/api_doc/validate/portrait.doctree index 66df33da9c7888a07217769dfa6c479459636bfe..f670296e2534d901f3565fe5f0250c93614422ef 100644 Binary files a/dev/preprocess/.doctrees/api_doc/validate/portrait.doctree and b/dev/preprocess/.doctrees/api_doc/validate/portrait.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/validate/rating.doctree b/dev/preprocess/.doctrees/api_doc/validate/rating.doctree index 988ce0754c71e4d5ed8ca5b4997ed38ef78d1643..e33ea792288067a96c022996b5f720d659ecaef7 100644 Binary files a/dev/preprocess/.doctrees/api_doc/validate/rating.doctree and b/dev/preprocess/.doctrees/api_doc/validate/rating.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/validate/real.doctree b/dev/preprocess/.doctrees/api_doc/validate/real.doctree index 0e63f7bb288b2ac202fd598710f0b9018afdff98..4a589f86f2fd8c1e654b7323682dddf28e04209d 100644 Binary files a/dev/preprocess/.doctrees/api_doc/validate/real.doctree and b/dev/preprocess/.doctrees/api_doc/validate/real.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/validate/safe.doctree b/dev/preprocess/.doctrees/api_doc/validate/safe.doctree index 194e7d2c4e7ff6447b9c164e2885b24d4e8a5bb5..f0bdd125c2c3afd7ccf125677dba19f462a01efa 100644 Binary files a/dev/preprocess/.doctrees/api_doc/validate/safe.doctree and b/dev/preprocess/.doctrees/api_doc/validate/safe.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/validate/style_age.doctree b/dev/preprocess/.doctrees/api_doc/validate/style_age.doctree index a8815bbb0774b2045198a245fc61160cfdad7d2c..698099301c99304972ec2f4d71270e4f5aebc957 100644 Binary files a/dev/preprocess/.doctrees/api_doc/validate/style_age.doctree and b/dev/preprocess/.doctrees/api_doc/validate/style_age.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/validate/teen.doctree b/dev/preprocess/.doctrees/api_doc/validate/teen.doctree index 21feaf7e6337723f23bd0dc93cba154fefadc446..a60a9b530cfcfed84a8d4033af58a4af07085d1c 100644 Binary files a/dev/preprocess/.doctrees/api_doc/validate/teen.doctree and b/dev/preprocess/.doctrees/api_doc/validate/teen.doctree differ diff --git a/dev/preprocess/.doctrees/api_doc/validate/truncate.doctree b/dev/preprocess/.doctrees/api_doc/validate/truncate.doctree index fefe144053a09d67a6a4ec8edcd4f38b196e8dff..0c9e485fd1c66cab01d02dd7a3c947e74833d738 100644 Binary files a/dev/preprocess/.doctrees/api_doc/validate/truncate.doctree and b/dev/preprocess/.doctrees/api_doc/validate/truncate.doctree differ diff --git a/dev/preprocess/.doctrees/environment.pickle b/dev/preprocess/.doctrees/environment.pickle index 3f296964b777c4bffdde56e9084b92dbda701854..4f5c96e37a0a21c6a2b36a053f8ea5b3552a82ee 100644 Binary files a/dev/preprocess/.doctrees/environment.pickle and b/dev/preprocess/.doctrees/environment.pickle differ diff --git a/dev/preprocess/.doctrees/index.doctree b/dev/preprocess/.doctrees/index.doctree index c784180ce3503ee19904bec6a6198d3e8bf20c97..65a72a6dcbdb8bc908d31c50016061dbdcb57ff9 100644 Binary files a/dev/preprocess/.doctrees/index.doctree and b/dev/preprocess/.doctrees/index.doctree differ diff --git a/dev/preprocess/.doctrees/information/environment.doctree b/dev/preprocess/.doctrees/information/environment.doctree index b2ed1d5c19e99037e203090364e473c575933119..e7ee28a21d53897aae108ee4b1a5792097d23822 100644 Binary files a/dev/preprocess/.doctrees/information/environment.doctree and b/dev/preprocess/.doctrees/information/environment.doctree differ diff --git a/dev/preprocess/.doctrees/information/environment.result.doctree b/dev/preprocess/.doctrees/information/environment.result.doctree index 9ed9f8f2b8200639aa3d6d7828a62abd2489b7f1..caed5e97d6ecdca7d6f09c4a016d830a71014b5c 100644 Binary files a/dev/preprocess/.doctrees/information/environment.result.doctree and b/dev/preprocess/.doctrees/information/environment.result.doctree differ diff --git a/dev/preprocess/.doctrees/nbsphinx/information/environment.ipynb b/dev/preprocess/.doctrees/nbsphinx/information/environment.ipynb index 6d9f41abab708a536438b1ee5a9a3fb5f3125d78..73a865a1cdaa3f1eeab29aaff747a7a8e51285f4 100644 --- a/dev/preprocess/.doctrees/nbsphinx/information/environment.ipynb +++ b/dev/preprocess/.doctrees/nbsphinx/information/environment.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:11:08.615488Z", - "iopub.status.busy": "2025-03-26T11:11:08.615265Z", - "iopub.status.idle": "2025-03-26T11:11:09.777911Z", - "shell.execute_reply": "2025-03-26T11:11:09.777209Z" + "iopub.execute_input": "2025-03-26T12:56:23.862388Z", + "iopub.status.busy": "2025-03-26T12:56:23.861912Z", + "iopub.status.idle": "2025-03-26T12:56:25.022107Z", + "shell.execute_reply": "2025-03-26T12:56:25.021333Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3041.9695 MHz\n", + "CPU Freq: 3240.1797500000002 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/dev/preprocess/.doctrees/nbsphinx/information/environment.result.ipynb b/dev/preprocess/.doctrees/nbsphinx/information/environment.result.ipynb index 6cb1463eabe9034f4e0d83a835aea76946d4e372..5a3ed097b5d0b8f6c0ab68735b41204cd8327b03 100644 --- a/dev/preprocess/.doctrees/nbsphinx/information/environment.result.ipynb +++ b/dev/preprocess/.doctrees/nbsphinx/information/environment.result.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:09:06.877141Z", - "iopub.status.busy": "2025-03-26T11:09:06.876439Z", - "iopub.status.idle": "2025-03-26T11:09:08.050323Z", - "shell.execute_reply": "2025-03-26T11:09:08.049542Z" + "iopub.execute_input": "2025-03-26T12:54:21.256325Z", + "iopub.status.busy": "2025-03-26T12:54:21.256109Z", + "iopub.status.idle": "2025-03-26T12:54:22.428119Z", + "shell.execute_reply": "2025-03-26T12:54:22.427334Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3104.80775 MHz\n", + "CPU Freq: 3239.62425 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/dev/preprocess/.doctrees/tutorials/installation/index.doctree b/dev/preprocess/.doctrees/tutorials/installation/index.doctree index a93c2e65560aaa33d4bd013882cf5264bbea0e2e..3b594535c3c8e6935a0a58cdd34b1b647d8ab857 100644 Binary files a/dev/preprocess/.doctrees/tutorials/installation/index.doctree and b/dev/preprocess/.doctrees/tutorials/installation/index.doctree differ diff --git a/dev/preprocess/.doctrees/tutorials/quick_start/index.doctree b/dev/preprocess/.doctrees/tutorials/quick_start/index.doctree index a2bfc6d4a82dbf2f40adfc117defc7ad5bd1ebe5..ad7ffa4d078ca45f56ddc5cf4edf43e95a1d4dc6 100644 Binary files a/dev/preprocess/.doctrees/tutorials/quick_start/index.doctree and b/dev/preprocess/.doctrees/tutorials/quick_start/index.doctree differ diff --git a/dev/preprocess/_modules/imgutils/data/pad.html b/dev/preprocess/_modules/imgutils/data/pad.html index b8b5a97e51fd8a97c1ce21e4c06a63d965273ece..cdd84725985994419467b5a439a423f491c0166c 100644 --- a/dev/preprocess/_modules/imgutils/data/pad.html +++ b/dev/preprocess/_modules/imgutils/data/pad.html @@ -121,12 +121,12 @@ ] -def _parse_size(size): +def _parse_size(size: Union[Tuple[int, int], int]): """ Parse size parameter into a tuple of width and height. :param size: Size specification as an integer or tuple of two integers - :type size: Union[int, Tuple[int, int], list] + :type size: Union[Tuple[int, int], int] :return: Tuple containing width and height :rtype: Tuple[int, int] @@ -141,12 +141,12 @@ raise TypeError("Size must be int or tuple of two ints") -def _parse_color_to_rgba(color): +def _parse_color_to_rgba(color: Union[str, int, Tuple[int, int, int], Tuple[int, int, int, int]]): """ Convert various color formats to RGBA tuple. :param color: Color specification (string, integer, or tuple/list) - :type color: Union[str, int, Tuple, list] + :type color: Union[str, int, Tuple[int, int, int], Tuple[int, int, int, int]] :return: RGBA color tuple :rtype: Tuple[int, int, int, int] @@ -159,7 +159,7 @@ elif isinstance(color, int): rgba = (color, color, color, 255) elif isinstance(color, (list, tuple)): - rgba = color + (255,) * (4 - len(color)) + rgba = tuple([*color, *((255,) * (4 - len(color)))]) else: raise TypeError(f"Invalid color type: {type(color)}") diff --git a/dev/preprocess/_modules/imgutils/preprocess/pillow.html b/dev/preprocess/_modules/imgutils/preprocess/pillow.html index cbb203b240dc465303b1e7e35adfb32e14a8ad81..78d85ddfc3a5a346c6e773bb2bfb374270634805 100644 --- a/dev/preprocess/_modules/imgutils/preprocess/pillow.html +++ b/dev/preprocess/_modules/imgutils/preprocess/pillow.html @@ -910,7 +910,8 @@ interpolation: int = Image.BILINEAR): from ..data.pad import _parse_size, _parse_color_to_rgba self.size = _parse_size(size) - self.background_color = background_color + self.background_color = (tuple(background_color) + if isinstance(background_color, (list, tuple)) else background_color) self.interpolation = interpolation _parse_color_to_rgba(self.background_color) @@ -950,7 +951,8 @@ obj: PillowPadToSize return { 'size': list(obj.size), - 'background_color': obj.background_color, + 'background_color': (list(obj.background_color) + if isinstance(obj.background_color, (list, tuple)) else obj.background_color), 'interpolation': _PILLOW_TO_STR[obj.interpolation], } diff --git a/dev/preprocess/_modules/imgutils/preprocess/torchvision.html b/dev/preprocess/_modules/imgutils/preprocess/torchvision.html index 1da3250d06625944648e41e0a38d74acaa8d5b0a..588027b721df82eb14f64d87a5a5ea98ce0245aa 100644 --- a/dev/preprocess/_modules/imgutils/preprocess/torchvision.html +++ b/dev/preprocess/_modules/imgutils/preprocess/torchvision.html @@ -513,7 +513,8 @@ obj: PadToSize return { 'size': list(obj.size), - 'background_color': obj.background_color, + 'background_color': (list(obj.background_color) + if isinstance(obj.background_color, (list, tuple)) else obj.background_color), 'interpolation': obj.interpolation.value, } diff --git a/dev/preprocess/_sources/information/environment.result.ipynb.txt b/dev/preprocess/_sources/information/environment.result.ipynb.txt index 6cb1463eabe9034f4e0d83a835aea76946d4e372..5a3ed097b5d0b8f6c0ab68735b41204cd8327b03 100644 --- a/dev/preprocess/_sources/information/environment.result.ipynb.txt +++ b/dev/preprocess/_sources/information/environment.result.ipynb.txt @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:09:06.877141Z", - "iopub.status.busy": "2025-03-26T11:09:06.876439Z", - "iopub.status.idle": "2025-03-26T11:09:08.050323Z", - "shell.execute_reply": "2025-03-26T11:09:08.049542Z" + "iopub.execute_input": "2025-03-26T12:54:21.256325Z", + "iopub.status.busy": "2025-03-26T12:54:21.256109Z", + "iopub.status.idle": "2025-03-26T12:54:22.428119Z", + "shell.execute_reply": "2025-03-26T12:54:22.427334Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3104.80775 MHz\n", + "CPU Freq: 3239.62425 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/dev/preprocess/information/environment.html b/dev/preprocess/information/environment.html index a45cae33905b03fd8231acbfe17e6ceb3ebbabfe..6339b35afa7a5bd026afe5ef9d5ccbe0e1ac8266 100644 --- a/dev/preprocess/information/environment.html +++ b/dev/preprocess/information/environment.html @@ -139,7 +139,7 @@ OS: Linux-6.8.0-1021-azure-x86_64-with-glibc2.34 Python: CPython 3.8.18 CPU Brand: AMD EPYC 7763 64-Core Processor CPU Count: 4 -CPU Freq: 3041.9695 MHz +CPU Freq: 3240.1797500000002 MHz Memory Size: 15.615 GiB Has CUDA: No diff --git a/dev/preprocess/information/environment.ipynb b/dev/preprocess/information/environment.ipynb index 6d9f41abab708a536438b1ee5a9a3fb5f3125d78..73a865a1cdaa3f1eeab29aaff747a7a8e51285f4 100644 --- a/dev/preprocess/information/environment.ipynb +++ b/dev/preprocess/information/environment.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:11:08.615488Z", - "iopub.status.busy": "2025-03-26T11:11:08.615265Z", - "iopub.status.idle": "2025-03-26T11:11:09.777911Z", - "shell.execute_reply": "2025-03-26T11:11:09.777209Z" + "iopub.execute_input": "2025-03-26T12:56:23.862388Z", + "iopub.status.busy": "2025-03-26T12:56:23.861912Z", + "iopub.status.idle": "2025-03-26T12:56:25.022107Z", + "shell.execute_reply": "2025-03-26T12:56:25.021333Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3041.9695 MHz\n", + "CPU Freq: 3240.1797500000002 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/dev/preprocess/information/environment.result.html b/dev/preprocess/information/environment.result.html index 0b561ec7c033b0fb610f97e42bb4825a1c680c25..4e7b4e9d49a1bfdce312f7b0ef808f65855edc56 100644 --- a/dev/preprocess/information/environment.result.html +++ b/dev/preprocess/information/environment.result.html @@ -141,7 +141,7 @@ OS: Linux-6.8.0-1021-azure-x86_64-with-glibc2.34 Python: CPython 3.8.18 CPU Brand: AMD EPYC 7763 64-Core Processor CPU Count: 4 -CPU Freq: 3104.80775 MHz +CPU Freq: 3239.62425 MHz Memory Size: 15.615 GiB Has CUDA: No diff --git a/dev/preprocess/information/environment.result.ipynb b/dev/preprocess/information/environment.result.ipynb index 6cb1463eabe9034f4e0d83a835aea76946d4e372..5a3ed097b5d0b8f6c0ab68735b41204cd8327b03 100644 --- a/dev/preprocess/information/environment.result.ipynb +++ b/dev/preprocess/information/environment.result.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:09:06.877141Z", - "iopub.status.busy": "2025-03-26T11:09:06.876439Z", - "iopub.status.idle": "2025-03-26T11:09:08.050323Z", - "shell.execute_reply": "2025-03-26T11:09:08.049542Z" + "iopub.execute_input": "2025-03-26T12:54:21.256325Z", + "iopub.status.busy": "2025-03-26T12:54:21.256109Z", + "iopub.status.idle": "2025-03-26T12:54:22.428119Z", + "shell.execute_reply": "2025-03-26T12:54:22.427334Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3104.80775 MHz\n", + "CPU Freq: 3239.62425 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/dev/preprocess/searchindex.js b/dev/preprocess/searchindex.js index 1d88f74e31a707f9291f962a3572e63a13147d7f..62be5afc4a914b55b7dd2e22c8674b62f6a40936 100644 --- a/dev/preprocess/searchindex.js +++ b/dev/preprocess/searchindex.js @@ -1 +1 @@ -Search.setIndex({"docnames": ["api_doc/ascii/drawing", "api_doc/ascii/index", "api_doc/config/index", "api_doc/config/meta", "api_doc/data/background", "api_doc/data/blob", "api_doc/data/decode", "api_doc/data/encode", "api_doc/data/image", "api_doc/data/index", "api_doc/data/layer", "api_doc/data/pad", "api_doc/data/url", "api_doc/detect/booru_yolo", "api_doc/detect/censor", "api_doc/detect/eye", "api_doc/detect/face", "api_doc/detect/halfbody", "api_doc/detect/hand", "api_doc/detect/head", "api_doc/detect/index", "api_doc/detect/nudenet", "api_doc/detect/person", "api_doc/detect/similarity", "api_doc/detect/text", "api_doc/detect/visual", "api_doc/edge/canny", "api_doc/edge/index", "api_doc/edge/lineart", "api_doc/edge/lineart_anime", "api_doc/generic/classify", "api_doc/generic/clip", "api_doc/generic/enhance", "api_doc/generic/index", "api_doc/generic/siglip", "api_doc/generic/yolo", "api_doc/metadata/geninfo", "api_doc/metadata/index", "api_doc/metadata/lsb", "api_doc/metrics/aesthetic", "api_doc/metrics/ccip", "api_doc/metrics/dbaesthetic", "api_doc/metrics/index", "api_doc/metrics/laplacian", "api_doc/metrics/lpips", "api_doc/metrics/psnr_", "api_doc/ocr/index", "api_doc/operate/align", "api_doc/operate/censor", "api_doc/operate/imgcensor", "api_doc/operate/index", "api_doc/operate/squeeze", "api_doc/pose/dwpose", "api_doc/pose/format", "api_doc/pose/index", "api_doc/pose/visual", "api_doc/preprocess/base", "api_doc/preprocess/index", "api_doc/preprocess/pillow", "api_doc/preprocess/torchvision", "api_doc/preprocess/transformers", "api_doc/resource/background", "api_doc/resource/index", "api_doc/restore/adversarial", "api_doc/restore/index", "api_doc/restore/nafnet", "api_doc/restore/scunet", "api_doc/sd/index", "api_doc/sd/metadata", "api_doc/sd/model", "api_doc/sd/nai", "api_doc/segment/index", "api_doc/segment/isnetis", "api_doc/tagging/blacklist", "api_doc/tagging/character", "api_doc/tagging/deepdanbooru", "api_doc/tagging/deepgelbooru", "api_doc/tagging/format", "api_doc/tagging/index", "api_doc/tagging/match", "api_doc/tagging/mldanbooru", "api_doc/tagging/order", "api_doc/tagging/overlap", "api_doc/tagging/wd14", "api_doc/upscale/cdc", "api_doc/upscale/index", "api_doc/utils/cache", "api_doc/utils/func", "api_doc/utils/index", "api_doc/utils/onnxruntime", "api_doc/validate/aicheck", "api_doc/validate/bangumi_char", "api_doc/validate/classify", "api_doc/validate/color", "api_doc/validate/completeness", "api_doc/validate/dbrating", "api_doc/validate/furry", "api_doc/validate/index", "api_doc/validate/monochrome", "api_doc/validate/nsfw", "api_doc/validate/portrait", "api_doc/validate/rating", "api_doc/validate/real", "api_doc/validate/safe", "api_doc/validate/style_age", "api_doc/validate/teen", "api_doc/validate/truncate", "index", "information/environment", "information/environment.result", "tutorials/installation/index", "tutorials/quick_start/index"], "filenames": ["api_doc/ascii/drawing.rst", "api_doc/ascii/index.rst", "api_doc/config/index.rst", "api_doc/config/meta.rst", "api_doc/data/background.rst", "api_doc/data/blob.rst", "api_doc/data/decode.rst", "api_doc/data/encode.rst", "api_doc/data/image.rst", "api_doc/data/index.rst", "api_doc/data/layer.rst", "api_doc/data/pad.rst", "api_doc/data/url.rst", "api_doc/detect/booru_yolo.rst", "api_doc/detect/censor.rst", "api_doc/detect/eye.rst", "api_doc/detect/face.rst", "api_doc/detect/halfbody.rst", "api_doc/detect/hand.rst", "api_doc/detect/head.rst", "api_doc/detect/index.rst", "api_doc/detect/nudenet.rst", "api_doc/detect/person.rst", "api_doc/detect/similarity.rst", "api_doc/detect/text.rst", "api_doc/detect/visual.rst", "api_doc/edge/canny.rst", "api_doc/edge/index.rst", "api_doc/edge/lineart.rst", "api_doc/edge/lineart_anime.rst", "api_doc/generic/classify.rst", "api_doc/generic/clip.rst", "api_doc/generic/enhance.rst", "api_doc/generic/index.rst", "api_doc/generic/siglip.rst", "api_doc/generic/yolo.rst", "api_doc/metadata/geninfo.rst", "api_doc/metadata/index.rst", "api_doc/metadata/lsb.rst", "api_doc/metrics/aesthetic.rst", "api_doc/metrics/ccip.rst", "api_doc/metrics/dbaesthetic.rst", "api_doc/metrics/index.rst", "api_doc/metrics/laplacian.rst", "api_doc/metrics/lpips.rst", "api_doc/metrics/psnr_.rst", "api_doc/ocr/index.rst", "api_doc/operate/align.rst", "api_doc/operate/censor.rst", "api_doc/operate/imgcensor.rst", "api_doc/operate/index.rst", "api_doc/operate/squeeze.rst", "api_doc/pose/dwpose.rst", "api_doc/pose/format.rst", "api_doc/pose/index.rst", "api_doc/pose/visual.rst", "api_doc/preprocess/base.rst", "api_doc/preprocess/index.rst", "api_doc/preprocess/pillow.rst", "api_doc/preprocess/torchvision.rst", "api_doc/preprocess/transformers.rst", "api_doc/resource/background.rst", "api_doc/resource/index.rst", "api_doc/restore/adversarial.rst", "api_doc/restore/index.rst", "api_doc/restore/nafnet.rst", "api_doc/restore/scunet.rst", "api_doc/sd/index.rst", "api_doc/sd/metadata.rst", "api_doc/sd/model.rst", "api_doc/sd/nai.rst", "api_doc/segment/index.rst", "api_doc/segment/isnetis.rst", "api_doc/tagging/blacklist.rst", "api_doc/tagging/character.rst", "api_doc/tagging/deepdanbooru.rst", "api_doc/tagging/deepgelbooru.rst", "api_doc/tagging/format.rst", "api_doc/tagging/index.rst", "api_doc/tagging/match.rst", "api_doc/tagging/mldanbooru.rst", "api_doc/tagging/order.rst", "api_doc/tagging/overlap.rst", "api_doc/tagging/wd14.rst", "api_doc/upscale/cdc.rst", "api_doc/upscale/index.rst", "api_doc/utils/cache.rst", "api_doc/utils/func.rst", "api_doc/utils/index.rst", "api_doc/utils/onnxruntime.rst", "api_doc/validate/aicheck.rst", "api_doc/validate/bangumi_char.rst", "api_doc/validate/classify.rst", "api_doc/validate/color.rst", "api_doc/validate/completeness.rst", "api_doc/validate/dbrating.rst", "api_doc/validate/furry.rst", "api_doc/validate/index.rst", "api_doc/validate/monochrome.rst", "api_doc/validate/nsfw.rst", "api_doc/validate/portrait.rst", "api_doc/validate/rating.rst", "api_doc/validate/real.rst", "api_doc/validate/safe.rst", "api_doc/validate/style_age.rst", "api_doc/validate/teen.rst", "api_doc/validate/truncate.rst", "index.rst", "information/environment.ipynb", "information/environment.result.ipynb", "tutorials/installation/index.rst", "tutorials/quick_start/index.rst"], "titles": ["imgutils.ascii.drawing", "imgutils.ascii", "imgutils.config", "imgutils.config.meta", "imgutils.data.background", "imgutils.data.blob", "imgutils.data.decode", "imgutils.data.encode", "imgutils.data.image", "imgutils.data", "imgutils.data.layer", "imgutils.data.pad", "imgutils.data.url", "imgutils.detect.booru_yolo", "imgutils.detect.censor", "imgutils.detect.eye", "imgutils.detect.face", "imgutils.detect.halfbody", "imgutils.detect.hand", "imgutils.detect.head", "imgutils.detect", "imgutils.detect.nudenet", "imgutils.detect.person", "imgutils.detect.similarity", "imgutils.detect.text", "imgutils.detect.visual", "imgutils.edge.canny", "imgutils.edge", "imgutils.edge.lineart", "imgutils.edge.lineart_anime", "imgutils.generic.classify", "imgutils.generic.clip", "imgutils.generic.enhance", "imgutils.generic", "imgutils.generic.siglip", "imgutils.generic.yolo", "imgutils.metadata.geninfo", "imgutils.metadata", "imgutils.metadata.lsb", "imgutils.metrics.aesthetic", "imgutils.metrics.ccip", "imgutils.metrics.dbaesthetic", "imgutils.metrics", "imgutils.metrics.laplacian", "imgutils.metrics.lpips", "imgutils.metrics.psnr_", "imgutils.ocr", "imgutils.operate.align", "imgutils.operate.censor_", "imgutils.operate.imgcensor", "imgutils.operate", "imgutils.operate.squeeze", "imgutils.pose.dwpose", "imgutils.pose.format", "imgutils.pose", "imgutils.pose.visual", "imgutils.preprocess.base", "imgutils.preprocess", "imgutils.preprocess.pillow", "imgutils.preprocess.torchvision", "imgutils.preprocess.transformers", "imgutils.resource.background", "imgutils.resource", "imgutils.restore.adversarial", "imgutils.restore", "imgutils.restore.nafnet", "imgutils.restore.scunet", "imgutils.sd", "imgutils.sd.metadata", "imgutils.sd.model", "imgutils.sd.nai", "imgutils.segment", "imgutils.segment.isnetis", "imgutils.tagging.blacklist", "imgutils.tagging.character", "imgutils.tagging.deepdanbooru", "imgutils.tagging.deepgelbooru", "imgutils.tagging.format", "imgutils.tagging", "imgutils.tagging.match", "imgutils.tagging.mldanbooru", "imgutils.tagging.order", "imgutils.tagging.overlap", "imgutils.tagging.wd14", "imgutils.upscale.cdc", "imgutils.upscale", "imgutils.utils.cache", "imgutils.utils.func", "imgutils.utils", "imgutils.utils.onnxruntime", "imgutils.validate.aicheck", "imgutils.validate.bangumi_char", "imgutils.validate.classify", "imgutils.validate.color", "imgutils.validate.completeness", "imgutils.validate.dbrating", "imgutils.validate.furry", "imgutils.validate", "imgutils.validate.monochrome", "imgutils.validate.nsfw", "imgutils.validate.portrait", "imgutils.validate.rating", "imgutils.validate.real", "imgutils.validate.safe", "imgutils.validate.style_age", "imgutils.validate.teen", "imgutils.validate.truncate", "Welcome to imgutils\u2019s Documentation", "Run Environment Information", "Run Environment Information", "Installation", "Quick Start"], "terms": {"img": [0, 5, 8, 11, 30, 63, 68], "str": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 32, 34, 35, 36, 38, 39, 40, 41, 43, 44, 46, 47, 48, 49, 51, 52, 55, 58, 59, 60, 61, 65, 66, 68, 69, 70, 72, 73, 74, 75, 76, 77, 79, 80, 81, 82, 83, 84, 89, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 106], "pathlik": [0, 4, 5, 7, 8, 10, 11, 13, 14, 15, 16, 17, 18, 19, 21, 22, 24, 25, 26, 28, 29, 30, 31, 32, 34, 35, 36, 38, 39, 40, 41, 43, 44, 46, 47, 48, 49, 51, 52, 55, 65, 66, 68, 70, 72, 75, 76, 80, 83, 84, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105], "byte": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 24, 25, 26, 28, 29, 30, 31, 32, 34, 35, 36, 38, 39, 40, 41, 43, 44, 46, 47, 48, 49, 51, 52, 53, 55, 65, 66, 68, 70, 72, 75, 76, 80, 83, 84, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105], "bytearrai": [0, 4, 5, 7, 8, 10, 11, 13, 14, 15, 16, 17, 18, 19, 21, 22, 24, 25, 26, 28, 29, 30, 31, 32, 34, 35, 36, 38, 39, 40, 41, 43, 44, 46, 47, 48, 49, 51, 52, 53, 55, 65, 66, 68, 70, 72, 75, 76, 80, 83, 84, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105], "binaryio": [0, 4, 5, 7, 8, 10, 11, 13, 14, 15, 16, 17, 18, 19, 21, 22, 24, 25, 26, 28, 29, 30, 31, 32, 34, 35, 36, 38, 39, 40, 41, 43, 44, 46, 47, 48, 49, 51, 52, 55, 65, 66, 68, 70, 72, 75, 76, 80, 83, 84, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105], "imag": [0, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 36, 37, 38, 39, 40, 41, 43, 44, 45, 46, 47, 48, 49, 51, 52, 54, 55, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 70, 71, 72, 75, 76, 77, 78, 80, 83, 84, 85, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 110], "max_width": 0, "int": [0, 4, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 24, 25, 28, 29, 30, 31, 34, 35, 38, 40, 44, 46, 47, 48, 49, 51, 52, 53, 55, 60, 61, 63, 65, 66, 72, 80, 84, 103], "none": [0, 4, 8, 10, 12, 14, 15, 16, 17, 18, 19, 22, 24, 25, 26, 28, 29, 30, 31, 32, 34, 35, 36, 38, 40, 48, 51, 52, 55, 58, 59, 60, 61, 68, 70, 73, 74, 89], "ellipsi": 0, "max_height": 0, "resampl": [0, 60], "2": [0, 8, 11, 13, 23, 24, 39, 40, 41, 44, 46, 53, 60, 63, 68, 83, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105], "level": [0, 14, 15, 16, 17, 18, 19, 22, 34, 35, 39, 48, 61, 75, 95], "aspect": [0, 11, 25, 35, 47], "float": [0, 7, 10, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 30, 35, 40, 41, 43, 44, 45, 46, 48, 49, 51, 53, 55, 60, 61, 63, 70, 73, 74, 75, 76, 77, 80, 81, 82, 83, 87, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105], "1": [0, 10, 13, 21, 22, 23, 39, 40, 41, 44, 46, 53, 60, 61, 63, 68, 69, 73, 74, 75, 76, 81, 83, 84, 87, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105, 108, 109, 110], "8": [0, 13, 23, 38, 40, 44, 48, 53, 60, 63, 68, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 108, 109, 110], "sourc": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 32, 34, 35, 36, 38, 39, 40, 41, 43, 44, 45, 46, 47, 48, 49, 51, 52, 53, 55, 56, 58, 59, 60, 61, 63, 65, 66, 68, 69, 70, 72, 73, 74, 75, 76, 77, 79, 80, 81, 82, 83, 84, 86, 87, 89, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 106], "gener": [0, 4, 13, 16, 22, 36, 37, 67, 68, 70, 76, 80, 83, 88, 95, 107], "art": [0, 68], "base": [0, 19, 22, 23, 30, 31, 34, 35, 40, 41, 43, 44, 47, 48, 49, 51, 53, 55, 57, 58, 60, 61, 70, 72, 75, 76, 80, 81, 82, 83, 91, 95, 99, 101, 107], "given": [0, 6, 7, 8, 10, 12, 15, 16, 18, 19, 20, 21, 24, 26, 28, 29, 30, 31, 34, 38, 40, 43, 47, 49, 53, 56, 60, 68, 70, 73, 74, 79, 82, 83, 90, 92, 95, 98, 99, 101, 105], "paramet": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 32, 34, 35, 36, 37, 38, 39, 40, 41, 43, 44, 45, 46, 47, 48, 49, 51, 52, 53, 55, 58, 59, 60, 61, 63, 65, 66, 68, 69, 70, 72, 73, 74, 75, 76, 77, 79, 80, 81, 82, 83, 84, 86, 87, 89, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 106], "imagetyp": [0, 5, 11, 13, 14, 15, 16, 17, 18, 19, 22, 24, 25, 30, 32, 35, 36, 38, 40, 41, 43, 46, 48, 51, 52, 55, 65, 66, 68, 70, 76, 83, 84, 91, 94, 96, 99, 100, 102, 103, 104], "The": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 25, 30, 31, 32, 34, 35, 36, 37, 38, 40, 41, 43, 46, 47, 48, 49, 51, 52, 53, 55, 58, 59, 60, 61, 63, 64, 65, 66, 68, 69, 70, 72, 74, 75, 76, 77, 79, 80, 81, 83, 84, 86, 87, 89, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 106, 110], "input": [0, 5, 11, 13, 14, 15, 16, 17, 19, 21, 22, 24, 25, 30, 31, 32, 34, 35, 36, 38, 40, 41, 43, 46, 47, 48, 49, 51, 52, 55, 58, 60, 63, 65, 66, 68, 70, 73, 74, 76, 77, 79, 81, 83, 84, 87, 91, 94, 96, 99, 100, 102, 104], "option": [0, 4, 12, 13, 14, 15, 16, 17, 18, 19, 22, 23, 24, 25, 30, 31, 34, 35, 36, 40, 46, 48, 51, 52, 55, 60, 61, 63, 68, 69, 70, 73, 74, 81, 86], "maximum": [0, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 25, 35, 40, 46, 47, 48, 60, 63, 86, 103], "width": [0, 4, 10, 11, 49, 60, 61, 80], "If": [0, 5, 8, 10, 12, 14, 15, 16, 17, 18, 19, 22, 23, 25, 30, 31, 34, 35, 36, 38, 40, 46, 48, 51, 53, 55, 58, 59, 60, 63, 65, 66, 68, 69, 70, 73, 74, 81, 83, 89, 90, 91, 92, 95, 98, 101, 105], "set": [0, 13, 25, 30, 31, 35, 40, 51, 53, 55, 60, 83, 89, 92, 95, 101, 105, 106], "automat": [0, 4, 31, 34, 40, 51, 89, 108, 109], "determin": [0, 8, 40, 99], "termin": 0, "size": [0, 4, 6, 7, 10, 11, 12, 24, 25, 26, 28, 29, 40, 47, 49, 51, 55, 58, 59, 60, 61, 63, 65, 66, 68, 72, 80, 84, 85, 103, 108, 109], "height": [0, 4, 10, 11, 49, 60, 61, 80], "filter": [0, 35, 51, 60, 63, 73, 74, 95, 97, 101], "us": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 32, 34, 35, 36, 37, 38, 39, 40, 41, 44, 46, 48, 49, 51, 52, 55, 56, 58, 60, 63, 64, 65, 66, 68, 69, 70, 73, 75, 76, 77, 80, 83, 84, 86, 87, 89, 90, 91, 92, 95, 97, 98, 99, 101, 105], "when": [0, 7, 10, 13, 24, 26, 28, 29, 30, 31, 38, 40, 44, 48, 49, 53, 56, 60, 65, 68, 70, 72, 80, 84, 86, 89, 90, 106], "resiz": [0, 11, 24, 25, 35, 47, 55, 58, 59, 60, 68, 80], "charact": [0, 40, 46, 55, 71, 72, 75, 76, 77, 78, 83, 91, 107], "repres": [0, 7, 10, 13, 14, 15, 16, 23, 40, 44, 48, 51, 53, 70, 72, 81, 90, 99, 106], "differ": [0, 8, 11, 15, 16, 17, 18, 19, 22, 23, 31, 36, 37, 38, 40, 44, 45, 52, 53, 59, 60, 91, 96, 100, 102, 104, 108, 109], "intens": 0, "proport": [0, 91], "correct": [0, 38], "output": [0, 25, 30, 31, 34, 41, 55, 68, 69, 76, 81, 83, 110], "which": [0, 4, 10, 23, 24, 26, 28, 29, 34, 36, 40, 44, 49, 58, 60, 61, 64, 68, 69, 70, 72, 73, 76, 80, 86, 87, 89, 90, 92, 97, 98, 99, 106, 107, 108, 109, 110], "should": [0, 3, 10, 25, 40, 44, 48, 49, 51, 60, 72, 83, 110], "approxim": 0, "ratio": [0, 11, 25, 35, 46, 47, 49, 80], "your": [0, 51, 65, 106, 108, 109, 110], "thi": [0, 3, 4, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 27, 30, 31, 32, 34, 35, 36, 37, 38, 39, 40, 41, 43, 44, 46, 48, 49, 51, 52, 53, 55, 56, 58, 59, 60, 63, 65, 66, 67, 68, 69, 70, 71, 75, 78, 82, 83, 84, 86, 87, 89, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 106, 108, 109], "valu": [0, 4, 8, 10, 11, 14, 18, 19, 22, 23, 38, 40, 44, 48, 51, 53, 58, 59, 60, 69, 75, 80, 87, 90, 98, 106], "ensur": [0, 31, 35, 40, 47, 60, 65, 68, 86], "i": [0, 4, 5, 6, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 34, 35, 36, 37, 38, 39, 40, 41, 43, 44, 46, 48, 49, 51, 52, 53, 55, 56, 58, 59, 60, 61, 63, 65, 66, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 80, 81, 83, 84, 86, 87, 89, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110], "close": [0, 49, 68], "possibl": [0, 24, 31, 40, 49], "origin": [0, 4, 6, 8, 21, 26, 28, 29, 38, 39, 45, 48, 49, 51, 55, 72, 75, 77, 80, 81, 99], "default": [0, 4, 5, 7, 8, 10, 13, 14, 15, 16, 17, 18, 19, 21, 23, 24, 26, 28, 29, 30, 31, 34, 35, 40, 41, 43, 44, 46, 48, 49, 51, 53, 55, 60, 61, 65, 66, 69, 72, 73, 74, 75, 77, 80, 83, 84, 89, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105], "return": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 32, 34, 35, 36, 38, 39, 40, 41, 43, 44, 45, 46, 47, 48, 49, 51, 52, 53, 55, 58, 59, 60, 61, 63, 65, 66, 68, 69, 70, 72, 73, 74, 75, 76, 77, 79, 80, 81, 82, 83, 84, 86, 87, 89, 90, 91, 92, 93, 94, 95, 96, 99, 100, 101, 102, 103, 104, 105, 106], "represent": [0, 23, 40, 58, 59, 68], "type": [0, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 22, 23, 24, 25, 30, 31, 32, 34, 35, 36, 38, 40, 41, 43, 46, 48, 49, 51, 52, 53, 55, 58, 59, 60, 61, 63, 65, 66, 68, 69, 70, 73, 74, 77, 79, 81, 82, 83, 84, 86, 87, 91, 94, 95, 96, 99, 100, 101, 102, 103, 104], "exampl": [0, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 22, 23, 25, 26, 27, 28, 29, 30, 35, 39, 40, 41, 43, 44, 45, 46, 47, 48, 49, 51, 52, 58, 59, 60, 61, 63, 68, 72, 73, 74, 75, 76, 77, 80, 81, 82, 83, 84, 86, 87, 89, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105, 106], "here": [0, 13, 21, 27, 40, 44, 45, 68, 73, 75, 76, 80, 83, 84, 91, 93, 106, 108, 109], "an": [0, 4, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 36, 38, 39, 40, 41, 43, 44, 46, 47, 48, 49, 51, 52, 53, 55, 58, 60, 63, 65, 66, 68, 70, 71, 72, 74, 75, 76, 78, 81, 83, 84, 87, 89, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 106], "jerri": 0, "from": [0, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 24, 25, 26, 28, 29, 30, 34, 35, 36, 38, 39, 40, 41, 43, 44, 45, 46, 47, 48, 49, 51, 52, 53, 58, 59, 60, 61, 63, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 80, 81, 82, 83, 84, 86, 87, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 106, 108, 109, 110], "import": [0, 6, 7, 8, 10, 11, 13, 14, 15, 16, 17, 18, 19, 22, 25, 35, 38, 39, 40, 41, 43, 44, 45, 46, 47, 48, 49, 51, 52, 58, 59, 60, 61, 63, 68, 72, 73, 74, 75, 76, 77, 80, 81, 82, 83, 84, 86, 87, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105, 106, 108, 109, 110], "print": [0, 5, 13, 18, 19, 22, 23, 35, 68, 69, 108, 109, 110], "png": [0, 5, 8, 10, 14, 25, 36, 38, 43, 48, 49, 51, 63, 68, 70, 72, 83, 84, 93, 106], "draw": [1, 25, 27, 28, 55, 99, 107], "ascii_draw": 1, "meta": [2, 107, 110], "__title__": [2, 110], "__version__": [2, 110], "__description__": [2, 110], "__author__": [2, 110], "__author_email__": 2, "overview": [3, 4, 6, 7, 9, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 24, 25, 26, 27, 28, 29, 32, 33, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 51, 52, 54, 60, 61, 62, 63, 64, 65, 66, 67, 68, 71, 72, 73, 74, 75, 76, 77, 78, 80, 83, 84, 85, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106], "inform": [3, 31, 34, 35, 36, 37, 38, 55, 68, 70, 82], "packag": 3, "titl": [3, 70], "project": [3, 21, 75, 83, 106], "version": [3, 13, 14, 15, 16, 17, 18, 19, 21, 22, 24, 35, 39, 48, 65, 66, 68, 69, 86, 92, 107, 110], "short": [3, 76, 80, 83], "descript": [3, 21, 30, 34, 70], "includ": [3, 5, 8, 11, 12, 13, 14, 21, 22, 23, 25, 30, 31, 32, 34, 35, 36, 37, 52, 53, 59, 60, 67, 68, 69, 70, 76, 83, 87, 91, 99], "setup": 3, "py": [3, 72], "author": [3, 69], "email": 3, "step": [4, 49, 60, 68], "forecolor": [4, 26, 28, 29], "lightgrei": 4, "backcolor": [4, 26, 28, 29], "white": [4, 8, 11, 26, 28, 29, 31, 60, 68, 72], "creat": [4, 30, 31, 34, 35, 36, 48, 58, 59, 60, 68, 70, 74, 90], "black": [4, 48, 68], "squar": [4, 60], "can": [4, 5, 8, 10, 14, 15, 16, 17, 18, 19, 20, 21, 22, 25, 27, 31, 34, 36, 38, 40, 44, 48, 52, 53, 58, 60, 68, 69, 70, 76, 81, 83, 89, 91, 97, 98, 107, 110], "complement": 4, "transpar": [4, 8, 10, 26, 28, 29, 49, 51, 72, 84], "area": [4, 10, 13, 23, 24, 48, 49], "grid": 4, "pixel": [4, 25, 38, 48, 49, 51, 60, 63, 68, 72, 98], "mean": [4, 21, 23, 24, 26, 28, 29, 30, 40, 43, 44, 49, 53, 58, 59, 60, 89, 92, 110], "function": [4, 7, 8, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 30, 31, 34, 35, 36, 37, 38, 40, 43, 46, 48, 49, 51, 52, 55, 58, 59, 60, 63, 65, 67, 68, 69, 70, 82, 83, 84, 86, 87, 91, 95, 99, 101, 106], "suitabl": [4, 58, 60, 75, 99], "color": [4, 8, 10, 11, 26, 28, 29, 48, 63, 68, 72, 97, 98, 107], "fore": [4, 26, 28, 29], "back": [4, 83], "A": [4, 5, 8, 14, 15, 16, 17, 18, 19, 21, 22, 26, 28, 29, 30, 35, 38, 39, 40, 41, 46, 47, 48, 49, 51, 58, 60, 61, 68, 69, 70, 74, 77, 82, 86, 89, 90, 91, 92, 94, 95, 96, 98, 100, 101, 102, 103, 104, 105, 110], "rgba": [4, 8, 32, 38, 65, 66, 72, 84], "contain": [4, 5, 10, 14, 15, 16, 17, 18, 19, 21, 22, 23, 25, 30, 31, 34, 35, 40, 41, 53, 55, 60, 65, 68, 69, 70, 76, 80, 83, 92, 95, 101, 103, 105], "add": [4, 36, 69, 70, 77], "rgb": [4, 6, 7, 8, 11, 31, 32, 48, 60, 61, 68, 72, 84], "In": [4, 28, 40, 91, 92], "document": [4, 108, 109, 110], "accur": [4, 14, 22, 95, 101], "present": [4, 36, 70, 75], "state": [4, 34], "shown": [4, 71], "follow": [4, 30, 40, 53, 59, 60, 64, 69, 70, 76, 83, 90, 91, 92, 94, 95, 96, 98, 100, 101, 102, 104, 105, 110], "figur": 4, "modul": [5, 8, 11, 12, 13, 18, 19, 21, 22, 23, 24, 25, 30, 31, 34, 35, 36, 37, 38, 58, 59, 67, 69, 70, 71, 83, 86, 87, 95, 101, 107], "provid": [5, 8, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 30, 31, 32, 34, 35, 36, 37, 38, 40, 48, 51, 53, 55, 58, 59, 60, 67, 68, 69, 70, 80, 81, 83, 86, 87, 89, 95, 101], "util": [5, 8, 11, 12, 21, 22, 30, 33, 35, 44, 47, 51, 54, 58, 59, 64, 67, 69, 75, 76, 80, 83, 107], "handl": [5, 8, 11, 12, 30, 31, 34, 35, 37, 38, 56, 59, 60, 67, 70], "url": [5, 9, 14, 17, 19, 31, 38, 68, 107], "convers": [5, 8, 35, 59, 60], "between": [5, 15, 16, 22, 23, 30, 31, 34, 40, 44, 45, 49, 59, 65, 66, 74, 80, 84, 87], "valid": [5, 12, 48, 49, 53, 60, 107], "format": [5, 8, 10, 11, 26, 28, 29, 30, 31, 34, 35, 36, 37, 38, 41, 48, 51, 52, 54, 58, 60, 68, 69, 70, 76, 78, 83, 99, 107], "support": [5, 6, 8, 11, 12, 15, 16, 17, 19, 22, 30, 34, 35, 36, 49, 55, 58, 59, 60, 65, 66, 68, 69, 70, 83, 84], "convert": [5, 8, 31, 36, 38, 40, 53, 58, 59, 60, 70, 83, 99], "specifi": [5, 8, 11, 23, 24, 25, 30, 31, 34, 35, 40, 48, 49, 51, 60, 68, 69, 70, 74, 76, 81, 83, 86], "load": [5, 8, 14, 15, 18, 19, 30, 31, 34, 35, 36, 38, 68, 83, 89], "variou": [5, 8, 15, 16, 18, 22, 23, 25, 30, 32, 34, 35, 37, 60, 68, 70, 87, 110], "mime": 5, "jpg": [5, 6, 7, 8, 12, 13, 15, 16, 17, 18, 19, 22, 25, 30, 35, 39, 40, 41, 43, 44, 45, 46, 47, 48, 49, 52, 61, 72, 75, 76, 80, 83, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105, 106], "save_kwarg": 5, "string": [5, 14, 16, 17, 21, 38, 53, 68, 69, 77, 89, 106], "pil": [5, 6, 7, 8, 10, 11, 12, 18, 25, 31, 35, 44, 47, 48, 49, 51, 58, 60, 61, 63, 68, 76, 84, 93, 98], "numpi": [5, 6, 10, 25, 31, 34, 38, 40, 51, 53, 83, 87], "arrai": [5, 10, 25, 31, 38, 40, 44, 51, 53, 83, 87], "file": [5, 8, 10, 11, 12, 13, 14, 17, 19, 25, 36, 38, 44, 61, 67, 68, 69, 70, 89, 98, 106, 107], "path": [5, 8, 10, 11, 13, 14, 17, 19, 25, 31, 35, 38, 61, 68, 69, 70, 76, 93, 98, 106], "desir": [5, 61], "addit": [5, 12, 30, 31, 34, 35, 36, 48, 49, 59, 68, 70], "keyword": [5, 12, 30, 31, 34, 35, 36, 48, 49, 68, 70, 86], "argument": [5, 12, 30, 31, 34, 35, 36, 48, 49, 52, 53, 68, 70, 74, 76, 83, 86], "pass": [5, 12, 28, 29, 30, 31, 34, 35, 36, 48, 49, 68, 72, 80, 84, 86], "save": [5, 10, 25, 36, 63, 68, 69, 70, 72], "encod": [5, 6, 9, 30, 31, 34, 38, 70, 107], "open": [5, 6, 7, 8, 10, 13, 18, 30, 35, 47, 48, 49, 51, 63, 68, 69, 84, 89], "test": [5, 44, 84, 90, 91, 92, 94, 95, 96, 98, 100, 101, 102, 104, 105], "blob_url": 5, "qualiti": [5, 24, 41, 62, 68, 83, 84], "95": [5, 35, 60, 73, 74, 81], "base64": 5, "pre": [5, 14, 16, 19, 31, 34, 41], "object": [5, 6, 8, 10, 12, 13, 19, 23, 25, 35, 36, 38, 44, 48, 52, 55, 56, 59, 60, 61, 68, 70, 75, 76, 89, 92, 93, 95, 98, 101, 105], "rais": [5, 8, 12, 14, 15, 17, 18, 19, 22, 23, 30, 34, 35, 38, 48, 51, 53, 56, 58, 59, 60, 63, 68, 69, 70, 73, 74, 81], "valueerror": [5, 12, 14, 17, 19, 22, 23, 30, 34, 38, 51, 60, 70, 81], "unsupport": [5, 46, 59, 60, 81], "method": [5, 11, 12, 30, 31, 32, 34, 35, 37, 38, 40, 48, 60, 95, 101], "warn": 5, "userwarn": 5, "doesn": [5, 38, 74], "t": [5, 38, 74], "match": [5, 23, 34, 38, 51, 60, 74, 78, 107], "actual": [5, 19, 22, 46], "invalid": [5, 14, 17, 19, 22, 30, 34, 36, 60], "show": [5, 12, 14, 15, 16, 17, 52], "bool": [5, 7, 8, 12, 25, 28, 35, 40, 46, 48, 51, 52, 55, 60, 65, 66, 69, 70, 73, 74, 75, 76, 77, 79, 80, 83, 84, 90, 98, 106], "effici": [5, 21, 24, 31, 69, 87], "without": [5, 35, 63, 68, 73, 74, 82], "content": [5, 12, 13, 28, 46, 71], "true": [5, 7, 8, 12, 25, 35, 40, 48, 49, 52, 55, 58, 59, 60, 65, 66, 69, 70, 73, 74, 77, 79, 83, 90, 93, 98, 106], "fals": [5, 6, 7, 8, 12, 25, 28, 35, 40, 46, 48, 60, 65, 66, 68, 69, 70, 73, 74, 75, 76, 77, 79, 80, 83, 84, 90, 93, 98, 106], "otherwis": [5, 8, 12, 36, 40, 60, 65, 66, 70, 73, 74, 79, 84, 89], "abc": 5, "svg": 5, "xml": 5, "jpeg": [5, 64, 68, 93, 106], "text": [5, 20, 25, 31, 34, 46, 68, 77, 79, 107], "plain": 5, "hello": 5, "order_": [6, 7], "chw": [6, 7], "both": [6, 14, 23, 31, 34, 46, 58, 69, 83], "np": [6, 7, 10, 30, 31, 34, 38, 40, 49, 51, 53, 83, 87], "uint8": [6, 7], "float32": [6, 7, 10, 26, 28, 29, 40], "ar": [6, 10, 13, 14, 15, 16, 17, 18, 19, 22, 23, 24, 30, 31, 34, 35, 36, 40, 43, 44, 45, 46, 48, 53, 56, 59, 60, 61, 64, 68, 69, 70, 73, 74, 75, 76, 80, 81, 83, 84, 90, 91, 92, 93, 94, 95, 96, 98, 100, 101, 102, 103, 104, 105, 106], "order": [6, 7, 60, 77, 78, 107], "rgb_encod": [6, 9], "custom_imag": [6, 7], "data_cwh": 6, "cwh": 6, "data_int": 6, "use_float": [6, 7], "mode": [6, 7, 8, 11, 23, 35, 38, 59, 61, 68, 81, 84, 89], "1606x1870": [6, 7], "0x7fb9b89bbdc0": 6, "0x7fb9b89bbe50": 6, "0x7fb9b89bbdf0": 6, "invers": 6, "oper": [6, 31, 34, 39, 40, 41, 43, 44, 60, 69, 107], "ndarrai": [7, 10, 30, 31, 34, 38, 40, 44, 49, 51, 53, 83, 87], "channel": [7, 8, 32, 60, 65, 66, 84], "jpegimageplugin": [7, 61], "jpegimagefil": [7, 61], "0x7f9ec37389d0": 7, "shape": [7, 40, 44, 51, 72, 83], "dtype": [7, 40], "3": [7, 10, 13, 14, 15, 16, 22, 23, 40, 41, 44, 46, 48, 53, 55, 60, 63, 68, 76, 83, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105, 108, 109, 110], "1870": 7, "1606": 7, "whc": 7, "": [7, 13, 14, 15, 16, 17, 18, 19, 22, 23, 24, 30, 35, 36, 38, 46, 48, 58, 60, 68, 83, 86, 94], "result": [7, 10, 11, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 30, 31, 34, 35, 38, 41, 44, 46, 48, 49, 51, 52, 72, 75, 76, 83, 87, 94, 95, 101], "same": [7, 8, 40, 45, 83, 86], "torchvis": [7, 57, 107], "transform": [7, 8, 56, 57, 58, 59, 77, 107], "to_tensor": [7, 58, 59], "process": [8, 9, 12, 14, 15, 17, 18, 23, 32, 35, 37, 38, 40, 58, 60, 63, 65, 66, 67, 74, 83, 110], "manipul": [8, 67], "python": [8, 38, 63, 86, 108, 109, 110], "librari": [8, 35, 58, 60, 63, 110], "It": [8, 10, 11, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 30, 31, 34, 35, 36, 37, 48, 49, 51, 55, 58, 59, 67, 69, 70, 83, 86, 87, 99, 110], "multipl": [8, 10, 17, 31, 34, 38, 40, 44, 68], "ad": [8, 13, 60, 69, 70, 77], "background": [8, 9, 11, 26, 28, 29, 31, 62, 68, 72, 107], "check": [8, 12, 38, 43, 69, 73, 74, 79, 90, 93, 103, 106, 110], "alpha": [8, 32, 65, 66], "design": [8, 23, 30, 34, 36, 37], "simplifi": [8, 91], "common": [8, 59], "relat": [8, 13, 15, 18, 67, 74, 87], "task": [8, 22, 23, 34, 37, 48, 58], "applic": [8, 58, 75, 80, 99], "kei": [8, 19, 23, 31, 60, 69, 76, 83], "featur": [8, 14, 19, 31, 33, 34, 40, 44, 70, 72, 75, 76, 77, 83, 91], "binari": [8, 87], "like": [8, 13, 20, 25, 59, 60, 80, 86, 110], "onc": 8, "particularli": [8, 23, 30, 36, 37, 70, 86], "requir": [8, 10, 21, 22, 40, 49, 69, 70, 95, 101, 110], "preprocess": [8, 21, 30, 31, 35, 40, 65, 107], "befor": [8, 38, 40, 69, 83], "further": 8, "analysi": [8, 41], "force_background": [8, 60], "appli": [8, 16, 19, 21, 32, 40, 48, 49, 51, 58, 60, 63, 83, 87], "necessari": [8, 40, 75, 80], "ha": [8, 24, 46, 59, 84, 99, 108, 109], "4": [8, 13, 16, 18, 19, 23, 38, 39, 40, 41, 44, 48, 53, 63, 65, 66, 68, 76, 83, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105, 108, 109], "avoid": [8, 75], "anomali": 8, "dure": [8, 30, 38, 77, 98, 106], "subsequ": [8, 31, 48], "union": [8, 11, 14, 15, 16, 17, 18, 19, 22, 23, 31, 34, 38, 40, 48, 53, 58, 60, 68, 70, 73, 74, 81], "retain": 8, "typeerror": [8, 53, 58, 59, 60, 73, 74, 81], "isinst": 8, "list": [8, 10, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 30, 31, 34, 35, 40, 44, 46, 48, 49, 52, 55, 58, 59, 60, 61, 73, 74, 81, 82, 83, 90, 92, 95, 101, 105], "tupl": [8, 10, 11, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 30, 31, 34, 35, 40, 41, 44, 46, 48, 49, 52, 60, 83, 91, 92, 94, 95, 96, 99, 100, 101, 102, 103, 104, 105], "take": [8, 55, 60], "singl": [8, 17, 34, 38, 40, 59, 60, 77, 83, 87], "call": [8, 27, 68], "each": [8, 10, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 25, 30, 35, 40, 44, 51, 58, 67, 77, 79, 83, 84, 99], "item": [8, 10, 19], "batch": [8, 65, 66, 83, 84, 103], "multiimagestyp": [8, 31, 34, 40, 49], "iter": [8, 60, 63, 74], "img_path": 8, "image1": 8, "image2": 8, "loaded_imag": 8, "len": [8, 61], "all": [8, 10, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 27, 30, 31, 34, 35, 39, 40, 41, 43, 44, 46, 52, 53, 63, 65, 66, 69, 71, 72, 76, 78, 83, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105], "pillow": [8, 57, 107], "boolean": [8, 40], "tool": [9, 17, 25, 30, 32, 39, 40, 41, 42, 48, 63, 71, 77, 97, 99], "basic": [9, 58, 62, 74], "grid_background": 9, "grid_transpar": 9, "blob": [9, 72, 107], "to_blob_url": 9, "load_image_from_blob_url": 9, "is_valid_image_blob_url": 9, "decod": [9, 38, 107], "rgb_decod": 9, "load_imag": [9, 25, 52, 68], "has_alpha_channel": 9, "layer": [9, 87, 107], "istack": 9, "pad": [9, 25, 72, 107], "pad_image_to_s": 9, "download_image_from_url": 9, "is_http_url": 9, "mai": [10, 15, 18, 40, 64, 68, 75, 80, 86, 106, 108, 109], "block": [10, 30, 34, 35], "togeth": 10, "new": [10, 11, 24, 30, 53, 65, 66, 68, 69, 74], "similar": [10, 13, 20, 31, 34, 40, 44, 60, 80, 83, 107], "techniqu": [10, 32, 38], "p": [10, 75, 76, 80, 83], "need": [10, 17, 35, 46, 49, 86, 90, 92, 95, 98, 101, 105], "stack": [10, 83], "addition": 10, "second": [10, 23, 40, 45, 79], "element": [10, 83], "rang": [10, 40, 44, 49], "left": [10, 48, 49, 53, 87], "0": [10, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 30, 31, 35, 39, 40, 41, 44, 46, 48, 49, 51, 53, 55, 58, 59, 60, 63, 68, 69, 73, 74, 75, 76, 77, 80, 81, 82, 83, 87, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105, 108, 109, 110], "right": [10, 48, 53, 87], "two": [10, 23, 40, 45, 63, 79, 98], "dimension": [10, 83], "h": [10, 26, 28, 29, 51, 72], "w": [10, 26, 28, 29, 51, 72, 83], "posit": [10, 40, 48, 49, 91], "target": [10, 11, 20, 26, 28, 29, 31, 49, 60], "By": [10, 46], "first": [10, 11, 13, 17, 23, 35, 40, 45, 79], "howev": [10, 40], "solid": [10, 48], "pure": [10, 72], "lime": [10, 72], "nian": 10, "nian_lim": 10, "yellow": [10, 68], "5": [10, 13, 17, 22, 23, 40, 41, 44, 46, 49, 51, 53, 58, 59, 60, 61, 68, 75, 87, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105], "9": [10, 13, 23, 40, 44, 53, 60, 68, 81, 90, 91, 92, 94, 95, 98, 99, 100, 101, 102, 104, 105], "nian_tran": 10, "custom": [10, 14, 15, 16, 17, 18, 19, 22, 30, 34, 35, 38, 41, 48, 49, 51, 59, 60, 68, 69, 73], "mask": [10, 26, 28, 29, 49, 51, 72], "hs1": 10, "ab": 10, "linspac": 10, "ws1": 10, "nian_mask": 10, "hxw": [10, 26, 28, 29, 51], "dimens": [11, 47, 60], "while": [11, 14, 16, 17, 18, 25, 35, 47, 49, 63, 86], "maintain": [11, 25, 35, 47, 53, 86, 110], "pars": [11, 56, 58, 59, 67, 68, 107], "specif": [11, 13, 14, 19, 30, 31, 34, 36, 38, 48, 53, 56, 58, 60, 70, 71, 91, 95, 101], "pic": 11, "background_color": 11, "interpol": [11, 58, 59, 60], "fit": [11, 51], "within": [11, 48, 68, 75, 83], "preserv": [11, 63], "reach": [11, 44], "exact": 11, "other": [11, 13, 40, 46, 60, 79, 82, 91], "integ": [11, 14, 38, 44, 53, 60], "name": [11, 13, 14, 15, 16, 17, 18, 19, 22, 24, 30, 31, 34, 35, 40, 41, 46, 48, 53, 58, 59, 60, 75, 80, 83, 84, 90, 91, 94, 96, 99, 100, 102, 103, 104], "etc": [11, 31, 60], "100": [11, 21, 26, 35, 43, 60, 86], "50": [11, 60], "200": [11, 26, 35, 60], "blue": [11, 68], "download": 12, "special": [12, 13], "github": [12, 52, 108, 109, 110], "hug": [12, 19, 30, 31, 34, 35, 40, 60, 83], "face": [12, 19, 20, 21, 30, 31, 34, 35, 40, 53, 55, 60, 68, 74, 83, 91, 107], "progress": [12, 65, 66, 84], "track": 12, "host": [12, 13, 16, 21, 24, 31, 40, 46, 61, 76, 84, 90, 91, 92, 94, 95, 96, 98, 100, 101, 102, 104, 105, 110], "main": [12, 18, 21, 22, 25, 30, 31, 34, 35, 40, 60, 68, 70, 72, 75, 86, 110], "compon": [12, 13, 23, 30, 31, 34, 35, 86], "http": [12, 52, 72, 110], "intern": [12, 34, 56, 69], "silent": [12, 65, 66, 84], "expected_s": 12, "kwarg": [12, 13, 14, 15, 16, 17, 18, 19, 22, 30, 31, 34, 35, 36, 48, 49, 68, 70], "suppress": [12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 25, 35, 48, 84], "bar": 12, "displai": [12, 31, 34, 65, 66], "expect": [12, 38, 60], "session": 12, "get": [12, 26, 28, 29, 31, 39, 41, 61, 62, 68, 72, 75, 78, 83, 89, 91, 96, 98, 100, 102, 104], "especi": 12, "hf": 12, "request": 12, "requestexcept": 12, "fail": [12, 14], "unidentifiedimageerror": 12, "com": [12, 52, 110], "ftp": 12, "booru": 13, "yolo": [13, 19, 21, 33, 107], "aperveyev": 13, "deepgh": [13, 14, 15, 16, 17, 18, 19, 21, 24, 40, 44, 46, 61, 76, 80, 84, 90, 91, 92, 94, 95, 96, 98, 100, 101, 102, 104, 105, 110], "overal": [13, 14, 15, 16, 17, 18, 19, 21, 22, 24, 27, 39, 40, 41, 43, 44, 46, 52, 63, 65, 66, 71, 78, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105], "benchmark": [13, 14, 15, 16, 17, 18, 19, 21, 22, 24, 27, 39, 40, 41, 43, 44, 46, 52, 63, 65, 66, 71, 78, 84, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105], "explan": 13, "No": [13, 68, 108, 109], "head": [13, 20, 25, 52, 74, 91, 100, 107], "anim": [13, 14, 15, 16, 17, 18, 19, 20, 22, 27, 29, 39, 40, 41, 43, 52, 54, 55, 61, 68, 71, 72, 74, 75, 78, 84, 91, 92, 95, 96, 100, 101, 102, 104, 105, 110], "pretti": 13, "girl": [13, 46, 74], "onli": [13, 14, 15, 16, 17, 18, 19, 22, 25, 40, 69, 74, 75, 80, 83, 98], "bust": 13, "torso": 13, "part": [13, 51, 52, 53], "collarbon": 13, "center": [13, 49, 59, 60], "pair": [13, 23, 34], "cover": [13, 21, 49, 68, 74], "breast": [13, 21, 74, 75, 76, 80, 82, 83], "boob": 13, "bra": 13, "nippl": [13, 14, 48, 68], "mostli": [13, 17], "visibl": [13, 25], "nsfw": [13, 48, 97, 107], "shld": 13, "shoulder": [13, 53], "mayb": 13, "one": [13, 34, 38, 44, 46, 60, 74, 83], "view": [13, 46], "profil": 13, "exactli": 13, "rear": 13, "exclud": 13, "sideb": 13, "uncov": 13, "visual": [13, 14, 15, 16, 17, 19, 20, 22, 40, 42, 52, 54, 83, 107], "mark": 13, "belli": [13, 21], "button": [13, 30, 76], "hip": [13, 53], "half": [13, 17, 74], "stock": 13, "line": [13, 27, 28, 55], "knee": [13, 53], "below": [13, 55, 71, 110], "6": [13, 23, 25, 40, 44, 53, 60, 63, 73, 74, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105, 108, 109], "nopan": 13, "panti": [13, 77], "cloth": 13, "bikini": 13, "regardless": 13, "censor": [13, 20, 48, 49, 95, 101, 107], "evid": 13, "7": [13, 14, 16, 17, 18, 19, 35, 40, 44, 46, 48, 51, 53, 60, 68, 73, 74, 80, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105], "butt": 13, "buttock": [13, 21], "least": [13, 37, 38, 70], "partial": 13, "behind": 13, "more": [13, 14, 33, 34, 46, 53, 58, 68, 86, 89], "less": [13, 14, 16, 22, 90], "stand": [13, 68, 75, 76, 80, 83], "sit": [13, 74], "ass": 13, "split": [13, 80], "leg": [13, 68], "wide": [13, 68], "90": 13, "degre": [13, 49], "typic": [13, 14, 31, 60], "abov": [13, 14, 15, 16, 17, 18, 19, 22, 51, 92, 95, 101, 105], "10": [13, 24, 30, 40, 44, 49, 53, 60, 63, 90, 91, 92, 95, 98, 99, 101, 102], "sprd": 13, "strongli": [13, 84], "11": [13, 40, 53, 90, 91, 92, 95, 98, 99, 101, 102], "vsplt": 13, "pose": [13, 40, 107], "12": [13, 25, 40, 48, 53, 60, 90, 91, 92, 95, 98, 99, 101, 102], "vsprd": 13, "vsplit": 13, "13": [13, 40, 53, 91, 92, 95, 99, 102, 104], "full": [13, 68], "almost": 13, "side": [13, 47, 74, 106], "usual": [13, 44], "ly": 13, "14": [13, 53, 60, 91, 92, 95, 99, 102, 110], "wing": [13, 74], "dragon": 13, "poni": 13, "15": [13, 43, 45, 53, 60, 91, 92, 95, 99, 102, 108, 109], "feral": 13, "four": [13, 14, 91], "non": [13, 14, 15, 16, 17, 18, 19, 21, 22, 35, 48, 96], "human": [13, 14, 15, 16, 17, 18, 19, 22, 52, 54, 90], "16": [13, 53, 60, 63, 65, 66, 91, 95, 99, 102], "hdrago": 13, "style": [13, 17, 22, 49, 104, 110], "17": [13, 53, 60, 99, 104], "hponi": 13, "18": [13, 21, 53, 60, 95, 99, 101, 108, 109], "hfox": 13, "cartoon": 13, "fox": 13, "dog": 13, "zootopia": 13, "nick": 13, "wild": 13, "19": [13, 53, 99], "hrabb": 13, "rabbit": 13, "judi": 13, "hopp": 13, "bunnygirl": 13, "20": [13, 30, 53, 60, 68, 99], "hcat": 13, "cat": [13, 74, 81], "catgirl": 13, "sharp": 13, "muzzl": 13, "compar": [13, 23, 34], "21": [13, 17, 53, 60, 104], "hbear": 13, "bear": 13, "22": [13, 53, 60], "jacko": 13, "memet": 13, "jack": 13, "o": [13, 68, 70, 80, 83, 95, 98, 108, 109], "contest": 13, "toward": [13, 53], "viewer": [13, 68], "23": [13, 53, 60], "jackx": 13, "sometim": 13, "24": [13, 40, 44, 53, 60, 63], "hhors": 13, "hors": 13, "implement": [13, 31, 34, 45, 86], "aa09": 13, "25": [13, 16, 21, 35, 45, 60, 104], "hbird": 13, "bird": 13, "releas": 13, "time": [13, 70, 84], "yolov8s_pp09": 13, "2023": 13, "focus": 13, "class": [13, 15, 18, 19, 30, 31, 32, 34, 35, 38, 48, 49, 53, 56, 58, 60, 61, 67, 68, 70, 74, 91, 92, 95, 96, 100, 101, 102, 104, 105], "advanc": [13, 110], "capabl": [13, 31, 38, 46], "scenario": [13, 75, 80, 86], "yolov8s_pp12": 13, "2024": 13, "final": 13, "patch": 13, "continu": 13, "focu": [13, 68], "enhanc": [13, 33, 107], "improv": [13, 24, 83], "previou": 13, "yolov8m_pp13": 13, "offer": [13, 16, 17, 18, 23, 58, 70, 98], "yolov8n_as01": 13, "spinoff": 13, "26": [13, 60], "train": [13, 14, 15, 16, 17, 18, 19, 22, 40, 41, 75, 76, 77, 80, 84, 95, 101], "80": 13, "epoch": 13, "sfw": 13, "subset": 13, "wa": 13, "eventu": 13, "abandon": 13, "due": [13, 39, 40, 75, 80, 86, 91, 106], "ineffect": 13, "yolov8m_as02": 13, "start": [13, 38, 49, 68, 107], "30": [13, 22, 49], "public": [13, 31], "friendli": [13, 110], "reduc": [13, 40, 51, 83], "yolov8m_as03": 13, "as02": 13, "60": 13, "aim": 13, "bottleneck": 13, "reproduc": 13, "yolov8s_aa06": 13, "initi": [13, 30, 31, 35, 38, 48, 61, 74], "current": [13, 59, 65, 68, 95, 101, 108, 109, 110], "reincarn": 13, "some": [13, 30, 33, 40, 44, 45, 49, 62, 73, 75, 76, 80, 83, 84, 86, 93, 106, 108, 109], "yolov8s_aa09": 13, "updat": [13, 30, 31, 34, 35, 69], "dataset": [13, 14, 15, 16, 17, 18, 19, 22, 41, 44, 83, 97], "closeup": 13, "adjust": [13, 35, 44, 74], "larg": [13, 28, 31, 40, 83], "hat": [13, 74], "aa06": 13, "yolov8s_aa10": 13, "major": 13, "fix": 13, "issu": [13, 19, 65], "wear": 13, "yolov8s_aa11": 13, "latest": [13, 35, 75, 80], "mainstream": 13, "aa10": 13, "outstand": 13, "map": [13, 30, 46, 52, 73, 74, 77, 81, 82, 87, 99, 103], "score": [13, 14, 15, 16, 17, 18, 19, 21, 23, 24, 25, 30, 31, 34, 39, 41, 43, 44, 46, 52, 53, 55, 77, 81, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105], "though": 13, "note": [13, 17, 40, 49, 68, 91, 95, 98, 101, 108, 109], "complet": [13, 35, 49, 91, 97, 107], "fair": 13, "bias": 13, "model_nam": [13, 14, 15, 16, 17, 18, 19, 22, 30, 31, 34, 35, 41, 48, 83, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105], "conf_threshold": [13, 14, 15, 16, 17, 18, 19, 22, 35, 48], "iou_threshold": [13, 14, 15, 16, 17, 18, 19, 21, 22, 35, 48], "perform": [13, 17, 21, 22, 24, 31, 34, 35, 40, 46, 48, 49, 52, 60, 75, 86, 98, 99, 108, 109], "confid": [13, 14, 15, 16, 17, 18, 19, 21, 22, 24, 25, 35, 41, 46, 48, 53, 55, 76, 83], "threshold": [13, 14, 15, 16, 17, 18, 19, 21, 22, 24, 26, 35, 40, 43, 44, 46, 48, 51, 55, 75, 76, 80, 83, 90, 98], "iou": [13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 35, 48], "bounding_box": 13, "x1": [13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 25, 35, 48, 49], "y1": [13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 25, 35, 48, 49], "x2": [13, 21, 23], "y2": [13, 21, 23], "box": [13, 14, 15, 16, 17, 18, 19, 21, 23, 24, 25, 46, 52], "f": [13, 18, 23, 40, 44, 68, 87], "2f": 13, "point": [14, 18, 40, 53, 60], "femal": [14, 21, 48, 74], "genit": 14, "male": [14, 21, 74], "anime_censor_detect": 14, "yolov8": [14, 15, 16, 17, 18, 19, 22], "model": [14, 15, 16, 17, 18, 19, 21, 22, 24, 25, 27, 28, 29, 30, 31, 32, 34, 35, 39, 40, 41, 44, 46, 48, 52, 53, 55, 60, 63, 64, 65, 66, 67, 68, 71, 75, 76, 77, 78, 80, 83, 84, 87, 89, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 107, 110], "v1": [14, 15, 16, 17, 18, 22, 48, 68, 83], "identifi": [14, 30, 38, 65], "locat": 14, "anatom": 14, "analyz": [14, 21, 41], "data": [14, 17, 19, 36, 38, 40, 52, 59, 67, 68, 75, 77, 95, 101, 107, 108, 109, 110], "either": [14, 15, 16, 17, 18, 34, 40, 60, 83, 87], "standard": [14, 16, 17, 18, 36, 60, 86], "n": [14, 15, 16, 17, 18, 19, 22, 38, 40, 48, 60, 68], "nano": [14, 16, 17, 18, 48], "faster": [14, 15, 16, 17, 18, 19, 48], "slower": [14, 22], "construct": [14, 15, 17, 18, 48, 83], "intersect": [14, 15, 16, 17, 18, 19, 22, 23, 48], "over": [14, 15, 16, 17, 18, 19, 22, 23, 24, 48, 74], "merg": [14, 15, 16, 17, 18, 40], "x0": [14, 15, 16, 17, 18, 19, 22, 25, 35, 48, 49], "y0": [14, 15, 16, 17, 18, 19, 22, 25, 35, 48, 49], "bound": [14, 15, 16, 17, 18, 19, 21, 23, 24, 25, 52], "indic": [14, 40, 53, 56, 75, 80, 83], "nipple_f": [14, 48], "peni": [14, 48], "pussi": [14, 48, 68], "runtimeerror": [14, 30, 34], "detection_visu": [14, 15, 16, 17, 19, 20, 22], "nude_girl": [14, 48], "365": 14, "264": 14, "399": 14, "289": [14, 15], "7473511695861816": 14, "224": [14, 58, 59, 60], "260": 14, "252": 14, "285": 14, "6830288171768188": 14, "206": 14, "523": [14, 48, 49], "240": 14, "608": 14, "6799028515815735": 14, "matplotlib": [14, 15, 16, 17, 25, 52], "pyplot": [14, 15, 16, 17, 52], "plt": [14, 15, 16, 17, 52], "imshow": [14, 15, 16, 17, 52], "anime_eye_detect": 15, "allow": [15, 16, 18, 19, 22, 31, 35, 38, 56, 58, 60, 86], "trade": [15, 17], "off": [15, 17], "speed": [15, 16, 17, 18, 19, 22, 26, 84], "accuraci": [15, 16, 17, 18, 19, 22, 46, 90, 92, 95, 98, 101, 105], "higher": [15, 16, 17, 18, 19, 21, 24, 98], "consid": [15, 18, 23, 40, 46, 49, 51, 61, 74, 95, 101], "overlap": [15, 17, 18, 19, 23, 65, 66, 75, 76, 78, 80, 83, 84, 107], "coordin": [15, 16, 17, 18, 19, 25, 35, 49, 53, 63], "alwai": [15, 17, 18, 19, 46], "except": [15, 18, 38, 56, 60, 68], "predict": [15, 19, 22, 30, 31, 34, 35, 76, 83, 90, 92, 94, 95, 98, 99, 101, 103, 105], "yolo_predict": [15, 22, 33], "squat": [15, 17, 52], "297": 15, "239": [15, 46], "341": 15, "271": 15, "7760562896728516": 15, "230": 15, "263": 15, "308": 15, "7682342529296875": 15, "createml": 16, "huggingfac": [16, 18, 40, 46, 60, 63, 72, 90, 91, 92, 94, 95, 96, 98, 100, 101, 102, 104, 105], "anime_face_detect": 16, "user": [16, 22, 30, 31, 34, 35, 38, 61, 70, 110], "balanc": [16, 18, 22, 68], "system": [16, 17, 26, 56, 60, 95, 101], "overhead": [16, 17, 26, 86], "avail": [16, 22, 25, 30, 31, 38, 40, 46, 49, 56, 60, 68, 81, 89, 90, 92, 95, 101, 105], "v0": [16, 22, 65, 66], "overrid": [16, 22], "auto": [16, 22, 52, 70, 89], "mostima_post": [16, 19], "29": [16, 19, 60], "441": [16, 19], "204": [16, 19], "584": [16, 19], "7874319553375244": [16, 19], "346": [16, 19], "59": [16, 19], "529": [16, 19], "275": [16, 19], "7510495185852051": [16, 19], "606": [16, 19], "51": [16, 19, 60], "895": [16, 19], "336": [16, 19], "6986488103866577": [16, 19], "upper": [17, 48], "bodi": [17, 22, 52, 53, 55, 68], "anime_halfbody_detect": 17, "pleas": [17, 24, 39, 40, 46, 65, 67, 69, 84, 91, 95, 98, 101, 108, 109], "primari": [17, 91, 94, 96, 100, 102, 104], "purpos": 17, "crop": [17, 51, 58, 59, 60, 68], "illustr": [17, 68, 92, 94], "therefor": [17, 40, 108, 109], "consist": [17, 40], "person": [17, 20, 23, 25, 35, 52, 100, 107], "peopl": [17, 81], "guarante": [17, 46], "you": [17, 19, 20, 22, 27, 46, 49, 65, 66, 83, 84, 86, 89, 90, 91, 92, 95, 98, 101, 105, 110], "inde": 17, "recommend": [17, 24, 40, 43, 44, 83, 84, 95, 101], "approach": 17, "detect_person": [17, 20, 25, 52], "individu": [17, 23, 38, 58, 67], "obtain": [17, 27, 39, 40], "local": [17, 61, 108, 109], "flexibl": [17, 58, 59], "lower": [17, 43, 44, 46, 48], "127": 17, "629": 17, "637": 17, "9040350914001465": 17, "anime_hand_detect": 18, "choos": [18, 22, 46], "35": [18, 60, 68, 75, 83], "configur": [18, 30, 40, 58, 59, 60, 107], "suit": 18, "case": [18, 24, 40, 43], "defin": [18, 22, 40, 68, 87], "being": 18, "label": [18, 19, 21, 23, 24, 25, 30, 31, 34, 35, 40, 41, 46, 77, 99, 103], "infer": [18, 21, 24, 31, 34, 35, 52, 65, 66, 89, 98], "anime_imag": 18, "bbox": 18, "conf": 18, "customiz": [19, 25], "integr": [19, 31, 75, 110], "repositori": [19, 30, 31, 34, 35, 40], "anime_head_detect": 19, "contribut": 19, "our": 19, "develop": [19, 84, 110], "yolo11": 19, "architectur": 19, "usag": [19, 30, 31, 67, 68, 69, 75, 86, 87, 106], "head_detect_v2": 19, "0_": 19, "equal": [19, 49], "deprec": [19, 24, 39], "remov": [19, 24, 30, 35, 39, 46, 63, 72, 74, 76, 77, 82, 83], "futur": [19, 24], "help": [19, 40, 51, 63], "For": [19, 20, 22, 23, 31, 40, 46, 53, 67, 83, 89], "instead": [19, 24, 77], "detect_head": [20, 25], "booru_yolo": [20, 107], "detect_with_booru_yolo": 20, "detect_censor": [20, 48, 95, 101], "ey": [20, 49, 53, 68, 74, 107], "detect_ey": 20, "detect_fac": 20, "halfbodi": [20, 91, 100, 107], "detect_halfbodi": 20, "hand": [20, 53, 55, 68, 74, 107], "detect_hand": 20, "nudenet": [20, 107], "detect_with_nudenet": 20, "calculate_i": 20, "bboxes_similar": 20, "detection_similar": 20, "detect_text": 20, "nuditi": 21, "run": [21, 26, 30, 31, 35, 84, 89, 106, 107], "nm": 21, "postprocess": 21, "onnx": [21, 30, 31, 34, 35, 76, 89, 99], "nudenet_onnx": 21, "notai": 21, "tech": 21, "detail": [21, 63, 67, 68, 89, 91], "respect": 21, "female_genitalia_cov": 21, "genitalia": 21, "face_femal": 21, "buttocks_expos": 21, "expos": 21, "female_breast_expos": 21, "female_genitalia_expos": 21, "male_breast_expos": 21, "anus_expos": 21, "anu": 21, "feet_expos": 21, "feet": [21, 53, 55], "belly_cov": 21, "feet_cov": 21, "armpits_cov": 21, "armpit": 21, "armpits_expos": 21, "face_mal": 21, "belly_expos": 21, "male_genitalia_expos": 21, "anus_cov": 21, "female_breast_cov": 21, "buttocks_cov": 21, "onnxruntim": [21, 88, 107], "topk": [21, 30], "45": [21, 44, 60], "score_threshold": 21, "number": [21, 30, 31, 34, 38, 40, 46, 53, 61, 63, 87, 90], "keep": [21, 80], "entir": 22, "anidet3": 22, "roboflow": 22, "m": 22, "x": [22, 40, 49, 53, 68, 86, 87, 103], "fastest": [22, 26], "most": [22, 30, 31, 34, 35], "confidence_scor": [22, 25], "genshin_post": [22, 47, 48, 49], "371": 22, "232": 22, "564": 22, "690": 22, "7533698678016663": 22, "135": [22, 53], "451": 22, "716": [22, 46], "6788613796234131": 22, "614": 22, "393": 22, "830": 22, "686": 22, "5612757205963135": 22, "1275": 22, "654": 22, "4047100841999054": 22, "calcul": [23, 31, 40, 43, 44], "comput": [23, 28, 31, 34, 42, 60, 86, 87, 99], "work": [23, 30, 31, 34, 37, 43, 70, 99], "aggreg": 23, "involv": 23, "segment": [23, 61, 107], "evalu": [23, 39], "algorithm": [23, 40, 43], "box1": 23, "box2": 23, "bboxtyp": 23, "measur": [23, 39, 40, 43], "divid": [23, 53], "4f": 23, "1429": 23, "bboxes1": 23, "bboxes2": 23, "liter": [23, 40, 49, 53, 65, 66, 81], "max": [23, 24], "raw": [23, 30, 31, 34, 38], "depend": [23, 68, 69, 106], "unknown": [23, 81], "hungarian": 23, "find": [23, 49], "optim": [23, 31, 40], "assign": [23, 24, 30, 40], "among": [23, 40], "averag": 23, "detect1": 23, "detect2": 23, "bboxwithscoreandlabel": 23, "group": [23, 30, 44, 77], "correspond": [23, 40, 46, 51, 60, 83, 99, 103], "combin": [23, 38, 46], "against": [23, 84], "ground": [23, 95, 101], "truth": [23, 95, 101], "car": 23, "85": [23, 75, 83], "75": 23, "text_detect": 24, "been": [24, 99], "migrat": 24, "ocr": [24, 107], "detect_text_with_ocr": [24, 107], "soon": 24, "paddleocr": [24, 46], "dbnetpp_resnet50_fpnc_1200e_icdar2015": 24, "05": [24, 60, 75, 76, 90, 91, 92, 94, 99, 100, 101, 102, 104, 105], "max_area_s": 24, "640": 24, "region": [24, 48, 51, 95, 101], "dbnet": 24, "do": [24, 51, 92], "640x640": 24, "ani": [24, 31, 34, 38, 40, 48, 58, 60, 63, 68, 73, 87, 89], "sinc": [24, 39], "appear": [25, 28], "font": 25, "see": [25, 68, 89], "text_pad": 25, "fontsiz": 25, "max_short_edge_s": 25, "fp": 25, "no_label": 25, "normal": [25, 31, 41, 58, 59, 60, 83], "predefin": [25, 74], "extract": [25, 26, 28, 29, 38, 40, 44, 46, 51, 60, 67, 68, 69, 70, 76, 83], "around": [25, 30, 35, 38, 55], "shortest": 25, "edg": [25, 55, 107], "font_manag": 25, "fontproperti": 25, "properti": [25, 49, 53, 68, 70], "cv2": 26, "have": [26, 28, 40, 81, 82, 95, 101, 106], "lowest": 26, "resourc": [26, 107], "low_threshold": 26, "high_threshold": 26, "assum": [26, 28, 29, 72], "its": [26, 28, 29, 30, 40, 46, 47, 60, 69, 72, 75, 77, 89, 91, 92, 94, 95, 96, 99, 100, 101, 102, 104, 105], "low": [26, 34, 39, 41, 68, 80, 83, 84], "high": [26, 34, 35, 62, 68, 84, 98, 99], "outlin": 27, "comparison": [27, 75], "canni": [27, 107], "get_edge_by_canni": 27, "edge_image_with_canni": 27, "lineart": [27, 29, 107], "get_edge_by_lineart": 27, "edge_image_with_lineart": 27, "lineart_anim": [27, 107], "get_edge_by_lineart_anim": 27, "edge_image_with_lineart_anim": 27, "best": [28, 41, 49, 68], "effect": [28, 39, 48, 106], "closest": 28, "consum": 28, "amount": 28, "memori": [28, 30, 31, 35, 108, 109], "power": 28, "runtim": [28, 31, 89, 98], "coars": 28, "detect_resolut": [28, 29], "512": [28, 29, 55, 68, 84], "deeper": 28, "richer": 28, "probabl": [28, 31, 99], "extra": [28, 68], "increas": [28, 40], "resolut": [28, 29, 61, 84], "neural": [28, 29, 72, 87], "network": [28, 29, 72, 87], "classif": [30, 34, 87, 91, 92, 94, 95, 96, 97, 100, 101, 102, 104, 105], "those": [30, 98], "store": [30, 31, 35, 36, 68, 69], "well": [30, 43], "manag": [30, 31, 34, 35, 89, 107], "interact": [30, 31, 34, 35], "also": [30, 58, 83, 110], "token": [30, 31, 34, 35], "authent": [30, 31, 34, 35], "access": [30, 31, 34, 53, 68, 86], "privat": [30, 31, 32, 34, 44], "repo_id": [30, 31, 34, 35], "fn_preprocess": 30, "callabl": [30, 60], "hf_token": [30, 31, 34, 35], "comprehens": [30, 31], "imagepreprocessfunc": 30, "variabl": [30, 49, 89], "_model_nam": 30, "cach": [30, 31, 34, 35, 61, 88, 107], "_model": 30, "dictionari": [30, 36, 41, 58, 60, 68, 69, 70, 73, 74, 76, 91, 94, 96, 100, 102, 104], "_label": 30, "_hf_token": 30, "org": 30, "repo": [30, 60], "__init__": [30, 31, 32, 34, 35, 38, 49, 53, 61, 70, 74], "instanc": [30, 31, 35, 40, 48, 53, 60, 61, 74], "clear": [30, 31, 34, 35, 40, 69, 91, 95, 101], "free": [30, 31, 35], "up": [30, 31, 35, 74], "launch_demo": [30, 31, 34, 35], "default_model_nam": [30, 31, 34, 35], "server_nam": [30, 31, 34, 35], "server_port": [30, 31, 34, 35], "launch": [30, 31, 34, 35], "gradio": [30, 31, 34, 35], "demo": [30, 31, 34, 35, 80], "interfac": [30, 31, 34, 35, 86], "ui": [30, 34, 35], "make_ui": [30, 31, 34, 35], "server": [30, 31, 34, 35], "select": [30, 31, 34, 35, 40, 48, 61], "dropdown": [30, 31], "port": [30, 31, 34, 35], "importerror": [30, 35], "instal": [30, 34, 35, 63, 69, 107], "properli": [30, 34, 68], "usernam": [30, 35], "repo_nam": [30, 35], "model_v1": 30, "7860": [30, 31, 35], "submit": 30, "recent": [30, 31, 34, 35], "label_group": 30, "highest": [30, 99], "through": [30, 31, 60, 110], "error": [30, 38, 60, 83], "predict_fmt": 30, "fmt": [30, 31, 34, 41, 76, 83], "top5": 30, "logit": [30, 31, 34], "embed": [30, 31, 34, 38, 83], "dict": [30, 31, 38, 41, 52, 58, 59, 60, 68, 69, 70, 76, 83, 86, 91, 92, 94, 95, 96, 100, 101, 102, 104, 105], "top": [30, 49, 98], "k": 30, "e": [30, 31, 40, 62, 65, 66, 81, 84, 87], "g": [30, 31, 40, 62, 65, 66, 81, 83, 84], "top10": 30, "predict_scor": 30, "ia": 30, "conveni": [30, 53, 68, 110], "wrapper": [30, 35, 38], "id": [30, 31, 34, 35], "multimod": 31, "hub": 31, "discoveri": 31, "variant": [31, 34], "pipelin": [31, 58, 60], "pattern": [31, 40, 74], "direct": 31, "api": [31, 34], "control": [31, 68], "via": 31, "web": [31, 34], "deploy": [31, 99], "reus": 31, "lru": 31, "thread": [31, 34, 86, 106], "safe": [31, 34, 69, 75, 76, 86, 97, 99, 101, 106, 107], "demand": 31, "switch": 31, "image_encod": [31, 34], "upload": [31, 35], "enter": 31, "link": 31, "address": 31, "bind": 31, "organ": 31, "precomput": [31, 82], "cosin": 31, "scale": [31, 34, 48, 49, 53, 68, 72, 83, 108, 109], "complex": 31, "image_embed": 31, "text_embed": 31, "thei": [31, 40, 56, 60], "l2": [31, 83], "text_encod": [31, 34], "accept": 31, "_process_rgb": 32, "_process_alpha_channel_with_model": 32, "_process_rgba": 32, "attribut": 32, "classifi": [33, 91, 96, 97, 98, 100, 102, 104, 105, 107], "classifymodel": 33, "classify_predict_scor": 33, "classify_predict": 33, "classify_predict_fmt": 33, "imageenhanc": 33, "clip": [33, 60, 68, 107], "clipmodel": 33, "clip_image_encod": 33, "clip_text_encod": 33, "clip_predict": 33, "siglip": [33, 60, 107], "siglipmodel": 33, "siglip_image_encod": 33, "siglip_text_encod": 33, "siglip_predict": 33, "yolomodel": 33, "sigmoid": [34, 88], "loss": 34, "creation": [34, 58, 59, 70], "preprocessor": [34, 68], "reset": 34, "about": [34, 36], "hostnam": 34, "gr": [34, 35], "One": [34, 44], "detect": [35, 43, 46, 48, 52, 53, 54, 55, 73, 74, 89, 90, 95, 101, 107], "post": [35, 46], "helper": 35, "easi": 35, "metadata": [35, 41, 67, 69, 70, 107], "cleanup": 35, "associ": [35, 70], "default_conf_threshold": 35, "default_iou_threshold": 35, "environmenterror": [35, 63, 69], "environ": [35, 84, 86, 89, 107], "offlin": 35, "yolov5": 35, "allow_dynam": 35, "dynam": [35, 58], "300": [35, 60], "400": 35, "simpl": 35, "explicitli": 35, "read": [36, 37, 38, 67, 68, 69], "write": [36, 37, 38, 67, 69], "exif": [36, 37, 68], "gif": [36, 37, 68], "comment": 36, "These": [36, 39, 61], "retriev": [36, 40], "context": [36, 37], "ai": [36, 37, 70, 90], "found": [36, 49, 68, 91], "attempt": [36, 49, 60, 68, 70, 89], "commonli": [36, 60, 77, 87], "where": [36, 40, 68, 69, 83, 86], "look": [36, 46, 68, 91], "usercom": 36, "field": [36, 70], "dst_filenam": 36, "destin": [36, 68, 69, 70], "filenam": [36, 61], "pnginfo": [36, 38, 68, 70], "wai": [36, 68, 69], "geninfo": [37, 107], "lsb": [37, 70, 107], "signific": [37, 38, 40, 65, 70], "bit": [37, 38, 60, 70], "read_geninfo_paramet": 37, "read_geninfo_exif": 37, "read_geninfo_gif": 37, "write_geninfo_paramet": 37, "write_geninfo_exif": 37, "write_geninfo_gif": 37, "read_lsb_raw_byt": 37, "read_lsb_metadata": 37, "write_lsb_raw_byt": 37, "write_lsb_metadata": 37, "lsbreaderror": 37, "lsbextractor": 37, "imagelsbdataextractor": 37, "serialize_pnginfo": 37, "serialize_json": 37, "inject_data": 37, "steganographi": 38, "serial": 38, "json": 38, "compat": [38, 77], "inject": 38, "emb": [38, 83], "seamlessli": 38, "hidden": 38, "decompress": 38, "them": [38, 48, 58, 65, 69, 83], "gzip": 38, "written": 38, "appropri": [38, 46, 60, 68], "serializ": [38, 58], "err": 38, "caus": [38, 106], "multi": [38, 86], "get_next_n_byt": 38, "next": [38, 56], "get_one_byt": 38, "form": [38, 77], "read_32bit_integ": 38, "32": [38, 60], "interpret": [38, 53], "big": 38, "endian": 38, "enough": 38, "magic": 38, "stealth_pngcomp": 38, "extract_data": 38, "length": [38, 40, 47], "compress": 38, "along": [38, 40, 72], "robust": [38, 40], "skytnt": [39, 61, 72], "poor": 39, "anime_dbaesthet": [39, 42], "better": [39, 43, 63, 83, 84, 90, 92, 95, 98, 101, 105], "2053756": 39, "09986039996147156": 39, "1663584": 39, "24299287796020508": 39, "4886411": 39, "38091593980789185": 39, "2066024": 39, "5131649971008301": 39, "3670169": 39, "6011670827865601": 39, "5930006": 39, "7067991495132446": 39, "3821265": 39, "8237218260765076": 39, "5512471": 39, "9187621474266052": 39, "limit": [40, 75], "smaller": 40, "7eu7d7": [40, 80, 84, 110], "ccip_onnx": 40, "cluster": [40, 44], "refer": [40, 43, 67, 98], "relev": 40, "aforement": 40, "manual": [40, 49], "384": [40, 44, 58, 59, 60], "caform": 40, "randaug": 40, "prune": 40, "vector": 40, "pruned_fp32": 40, "5_fp32": 40, "feat": 40, "768": [40, 46, 68], "17847511429108218": 40, "1951224011983088": 40, "18397327797685215": 40, "y": [40, 49, 86], "16583099961280823": 40, "42947039008140564": 40, "4037521779537201": 40, "4371533691883087": 40, "40748104453086853": 40, "392294704914093": 40, "whether": [40, 46, 48, 60, 70, 73, 76, 83, 84], "belong": 40, "pairwis": 40, "matrix": 40, "5350548e": 40, "08": [40, 60, 100, 101], "6583106e": 40, "01": 40, "2947042e": 40, "0375218e": 40, "8025822e": 40, "3715334e": 40, "0748104e": 40, "2675274e": 40, "9229470e": 40, "j": 40, "th": 40, "dbscan": 40, "dbscan_2": 40, "dbscan_fre": 40, "optic": [40, 46], "optics_best": 40, "epsilon": 40, "ep": 40, "min_sampl": 40, "ccipclustermethodtyp": 40, "12921094122454668": 40, "1291187648928262": 40, "1836453739562513": 40, "distanc": 40, "_featureorimag": 40, "sampl": [40, 44, 68, 90, 91, 92, 94, 95, 96, 100, 101, 102, 104, 105], "neighborhood": [40, 63], "core": [40, 108, 109], "few": 40, "too": 40, "sensit": [40, 48, 83, 95, 101], "tune": 40, "guidelin": 40, "deal": [40, 67], "solut": [40, 49], "small": [40, 48], "advis": [40, 75], "significantli": 40, "separ": 40, "slightli": 40, "exhibit": 40, "regular": [40, 63], "outfit": 40, "awar": 40, "highli": 40, "so": [40, 43, 80, 84], "care": 40, "diff": 40, "07437477": 40, "0356068": 40, "04396922": 40, "05131693": 40, "assess": 41, "aesthet": [41, 42, 107], "danbooru": [41, 75, 78, 80, 95, 98], "hakubooru": 41, "kohakublueleaf": 41, "swinv2pv3_v0_448_ls0": 41, "2_x": 41, "percentil": 41, "_default_model_nam": 41, "masterpiec": [41, 68], "9831666690063624": 41, "8810615667538594": 41, "great": 41, "8225559148288356": 41, "good": [41, 46], "591020403706702": 41, "2888798940585766": 41, "243279223969715": 41, "worst": [41, 68], "005268185993767627": 41, "275707557797432": 41, "7977807857096195": 41, "56098810210824": 41, "670568235218525": 41, "1677918508648872": 41, "9305131509900093": 41, "6085879728198051": 41, "6834832429885864": 41, "16141420602798462": 41, "05435194447636604": 41, "025083942338824272": 41, "024000568315386772": 41, "027076328173279762": 41, "024589713662862778": 41, "3757021427154541": 41, "3451208472251892": 41, "1511985808610916": 41, "04740551486611366": 41, "02172713913023472": 41, "027498546987771988": 41, "03134724497795105": 41, "39281174540519714": 41, "22457796335220337": 41, "15563568472862244": 41, "10796019434928894": 41, "047730278223752975": 41, "0393439345061779": 41, "031940147280693054": 41, "13832266628742218": 41, "20687267184257507": 41, "2509062886238098": 41, "1644320785999298": 41, "11332042515277863": 41, "08270663768053055": 41, "043439216911792755": 41, "033693961799144745": 41, "03375888615846634": 41, "050045162439346313": 41, "16734018921852112": 41, "4311050772666931": 41, "23242227733135223": 41, "05163438618183136": 41, "012833272106945515": 41, "01619996316730976": 41, "03074900433421135": 41, "1396280825138092": 41, "5038207173347473": 41, "22299200296401978": 41, "07377689331769943": 41, "02854202501475811": 41, "026677291840314865": 41, "02838410809636116": 41, "026617199182510376": 41, "02508518099784851": 41, "06039097160100937": 41, "8043031692504883": 41, "get_aesthetic_scor": 42, "ccip": [42, 107], "ccip_extract_featur": 42, "ccip_batch_extract_featur": 42, "ccip_default_threshold": 42, "ccip_differ": 42, "ccip_sam": 42, "ccip_batch_differ": 42, "ccip_batch_sam": 42, "ccip_default_clustering_param": 42, "ccip_clust": 42, "ccip_merg": 42, "dbaesthet": [42, 107], "laplacian": [42, 107], "laplacian_scor": 42, "lpip": [42, 107], "lpips_extract_featur": 42, "lpips_differ": 42, "lpips_clust": 42, "psnr_": [42, 107], "psnr": [42, 66], "blur": [43, 48], "than": [43, 44, 48, 86, 90, 98], "seem": 43, "just": [43, 63, 92, 95, 98, 101, 105], "we": [43, 65, 84], "explor": 43, "bluri": 43, "hutao": [43, 72, 75, 76, 80, 83], "156": 43, "68285005210006": 43, "text_blur": 43, "2276": 43, "66629157129": 43, "real2": 43, "908745781486806": 43, "mmd": 43, "1072": 43, "8372572065527": 43, "richzhang": 44, "perceptualsimilar": 44, "chafen_arknight": 44, "rand": 44, "995": 44, "cnn": 44, "f1": 44, "f2": 44, "f3": 44, "f4": 44, "f5": 44, "64": [44, 60, 63, 68, 84, 108, 109], "99": 44, "192": 44, "49": [44, 60], "256": [44, 58, 59, 65, 68], "img1": [44, 45, 83], "img2": [44, 45, 83], "anoth": 44, "16922694444656372": 44, "22250649333000183": 44, "6897575259208679": 44, "10956494510173798": 44, "6823137998580933": 44, "6837796568870544": 44, "nois": [44, 51, 63, 65], "inf": 45, "gaussian_20": 45, "dat": 45, "058228614646987": 45, "gaussian_3": 45, "27": [45, 60], "65611098737784": 45, "lq": 45, "29589659377844": 45, "recogn": [46, 60], "export": [46, 89], "recognit": 46, "ch_pp": 46, "ocrv4_det": 46, "heat_threshold": 46, "box_threshold": 46, "max_candid": 46, "1000": 46, "unclip_ratio": 46, "heat": 46, "candid": 46, "unclip": 46, "comic": [46, 92], "742": 46, "485": [46, 58, 59], "809": 46, "511": 46, "9543377610144915": 46, "682": 46, "98": 46, "734": 46, "124": 46, "9309689495575223": 46, "136": 46, "836": 46, "164": 46, "9042856988923695": 46, "144": 46, "455": 46, "196": 46, "874083638387722": 46, "719": 46, "835": 46, "488": 46, "8628696346175078": 46, "478": 46, "214": 46, "508": 46, "848871771901487": 46, "1030": 46, "557": 46, "1184": 46, "578": 46, "8352495440618789": 46, "427": 46, "129": 46, "553": 46, "154": 46, "8249209443996619": 46, "detect_model": 46, "recognize_model": 46, "ocrv4_rec": 46, "rotation_threshold": 46, "is_remove_dupl": 46, "rotat": [46, 49], "duplic": [46, 68], "mob": 46, "9356705927336156": 46, "shishou": 46, "8933000384412466": 46, "BUT": 46, "8730931912907247": 46, "oh": 46, "8417627579351514": 46, "mirror": 46, "7366019454049503": 46, "el": 46, "gato": 46, "iberico": 46, "7271127306351021": 46, "THAt": 46, "701928390168364": 46, "6965972578194936": 46, "chines": 46, "english": 46, "cannot": [46, 56, 58, 60, 70], "languag": 46, "func": [46, 88, 107], "japanes": [46, 68], "post_text": 46, "319": 46, "847": 46, "561": 46, "899": 46, "kancol": 46, "9130667787597329": 46, "552": 46, "811": 46, "791": 46, "921": 46, "1944": 46, "8566762346615406": 46, "820": 46, "558": 46, "850": 46, "fleet": 46, "collect": [46, 67], "8100635458911772": 46, "235": 46, "904": 46, "855": 46, "1009": 46, "\u6d77": 46, "6716076803280185": 46, "858": 46, "808": 46, "tsu": 46, "ka": 46, "NO": 46, "u": [46, 110], "mi": 46, "de": 46, "654507230718228": 46, "209": 46, "507": 46, "2888084133529467": 46, "japan_pp": 46, "ocrv3_rec": 46, "9230690942939336": 46, "8564870717047623": 46, "\u3044\u3064\u304b\u3042\u306e\u6d77\u3067": 46, "8061289060358996": 46, "8045396777081609": 46, "7311649382696896": 46, "\u8266\u3068\u308c\u308c": 46, "6648729016512889": 46, "ocrv2_det": 46, "ocrv3_det": 46, "ocrv4_server_det": 46, "ch_ppocr_mobile_slim_v2": 46, "0_det": 46, "ch_ppocr_mobile_v2": 46, "ch_ppocr_server_v2": 46, "en_pp": 46, "arabic_pp": 46, "ocrv2_rec": 46, "ocrv4_server_rec": 46, "0_rec": 46, "chinese_cht_pp": 46, "cyrillic_pp": 46, "devanagari_pp": 46, "en_number_mobile_v2": 46, "ka_pp": 46, "korean_pp": 46, "latin_pp": 46, "ta_pp": 46, "te_pp": 46, "max_siz": [47, 58, 59, 60], "longer": 47, "after": [47, 60, 75, 80, 83], "1280": 47, "720": 47, "new_img": 47, "600": 47, "337": 47, "obscur": 48, "regist": [48, 49, 58, 59, 60], "rectangular": 48, "967": [48, 49], "143": [48, 49], "1084": [48, 49], "261": [48, 49], "246": [48, 49], "208": [48, 49], "331": [48, 49], "287": [48, 49], "662": [48, 49], "466": [48, 49], "705": [48, 49], "514": [48, 49], "479": [48, 49], "283": [48, 49], "326": [48, 49], "color_black": 48, "radiu": 48, "emoji": [48, 49], "penis": 48, "vagina": 48, "serv": [48, 60, 75], "foundat": 48, "inherit": [48, 60], "fill": 48, "color_default": 48, "green": 48, "color_green": 48, "ffff00": 48, "color_ffff00": 48, "blur_4": 48, "blur_8": 48, "blur_12": 48, "pixelate_4": 48, "pixelate_8": 48, "pixelate_12": 48, "cl": 48, "arg": 48, "subclass": 48, "keyerror": 48, "alreadi": 48, "exist": [48, 69, 89, 92], "angl": 49, "end": [49, 68], "censor_area": [49, 50], "ratio_threshold": 49, "minimum": [49, 55, 61, 63], "total": [49, 108, 109], "star": [49, 80], "register_censor_method": [49, 50], "smiling_face_with_heart": 49, "twitter": 49, "appl": 49, "googl": 49, "microsoft": 49, "samsung": 49, "whatsapp": 49, "facebook": 49, "messeng": 49, "joypixel": 49, "openmoji": 49, "emojidex": 49, "mozilla": 49, "express": 49, "code": [49, 65, 80, 83], "_emojistyletyp": 49, "emoji_default": 49, "cat_fac": 49, "emoji_green": 49, "grinning_face_with_sweat": 49, "emoji_liuhanhuangd": 49, "minim": 49, "abl": [49, 56], "prefix": [49, 74, 79], "sum": 49, "cx": 49, "mass": 49, "occlus": 49, "cy": 49, "find_for_area": 49, "rectangl": 49, "corner": 49, "factor": [49, 60], "align": [50, 107], "align_maxs": 50, "censor_": [50, 107], "censor_nsfw": 50, "basecensor": 50, "colorcensor": 50, "blurcensor": 50, "pixelatecensor": 50, "imgcensor": [50, 107], "imagebasedcensor": 50, "emojibasedcensor": 50, "singleimag": 50, "squeez": [50, 107], "squeeze_with_transpar": 50, "tightli": 51, "interest": 51, "jerry_with_spac": 51, "median_filt": 51, "median": 51, "kernel": 51, "larger": [51, 55, 85], "disabl": 51, "keypoint": [52, 53, 54, 55], "idea": 52, "research": 52, "auto_detect": 52, "out_bbox": 52, "person_detect_cfg": 52, "op18keypointset": [52, 54, 55], "rtmpose": 52, "config": [52, 59, 107, 110], "foot": [52, 53], "hand1": 52, "hand2": 52, "op18_visu": [52, 54], "0x7f5ca933f3d0": 52, "axesimag": 52, "0x7f5c98069790": 52, "all_": 53, "openpos": [53, 68], "op18": [53, 55], "__mul__": 53, "multipli": 53, "scalar": 53, "__truediv__": 53, "divisor": 53, "left_foot": 53, "left_hand": 53, "right_foot": 53, "right_hand": 53, "enum": 53, "enumer": 53, "symbol": [53, 80, 83], "make": [53, 58, 77, 87, 95, 99, 101], "readabl": [53, 83], "categor": 53, "nose": 53, "neck": 53, "elbow": 53, "wrist": 53, "ankl": 53, "ear": [53, 74, 81], "member": 53, "right_should": 53, "right_elbow": 53, "right_wrist": 53, "left_should": 53, "left_elbow": 53, "left_wrist": 53, "right_hip": 53, "right_kne": 53, "right_ankl": 53, "left_hip": 53, "left_kne": 53, "left_ankl": 53, "right_ey": 53, "left_ey": 53, "right_ear": 53, "left_ear": 53, "left_big_to": 53, "left_small_to": 53, "left_heel": 53, "right_big_to": 53, "right_small_to": 53, "right_heel": 53, "__int__": 53, "truncat": [53, 97, 107], "zero": 53, "must": [53, 74, 106], "preced": 53, "surround": 53, "whitespac": [53, 77], "36": [53, 60], "0b100": 53, "91": [53, 60], "112": 53, "92": [53, 60, 81], "113": [53, 60], "dwpose": [54, 107], "dwpose_estim": 54, "openpose18": 54, "op18_body_max": 54, "op18_body_min": 54, "op18_face_max": 54, "op18_face_min": 54, "op18_left_foot_max": 54, "op18_left_foot_min": 54, "op18_left_hand_max": 54, "op18_left_hand_min": 54, "op18_right_foot_max": 54, "op18_right_foot_min": 54, "op18_right_hand_max": 54, "op18_right_hand_min": 54, "keypoints_list": 55, "min_edge_s": 55, "draw_bodi": 55, "draw_hand": 55, "draw_feet": 55, "draw_fac": 55, "drawn": 55, "shorter": 55, "connect": 55, "ellips": 55, "facial": [55, 74, 91], "parser": [56, 58, 59, 68], "try": 56, "notparsetarget": 57, "register_pillow_transform": 57, "register_pillow_pars": 57, "create_pillow_transform": 57, "parse_pillow_transform": 57, "register_torchvision_transform": 57, "register_torchvision_pars": 57, "create_torchvision_transform": 57, "parse_torchvision_transform": 57, "register_creators_for_transform": 57, "notprocessortypeerror": 57, "create_transforms_from_transform": 57, "is_valid_size_dict": 57, "convert_to_size_dict": 57, "get_size_dict": 57, "create_clip_transform": 57, "create_transforms_from_clip_processor": 57, "create_convnext_transform": 57, "create_transforms_from_convnext_processor": 57, "create_vit_transform": 57, "create_transforms_from_vit_processor": 57, "create_siglip_transform": 57, "create_transforms_from_siglip_processor": 57, "create_bit_transform": 57, "create_transforms_from_bit_processor": 57, "create_blip_transform": 57, "create_transforms_from_blip_processor": 57, "create_mobilenetv2_transform": 57, "create_transforms_from_mobilenetv2_processor": 57, "tensor": [58, 59, 60, 69], "composit": [58, 60], "machin": [58, 87], "learn": [58, 87], "compos": [58, 59, 60], "sequenc": [58, 60, 74], "pillowcompos": [58, 60], "sequenti": 58, "decor": [58, 59, 60, 86], "facilit": 58, "creator": [58, 60], "tvalu": [58, 59], "describ": 58, "bicub": [58, 59, 60], "pillowres": [58, 60], "antialia": [58, 59, 60], "bilinear": [58, 59], "center_crop": [58, 59], "pillowcentercrop": [58, 60], "pillowtotensor": [58, 60], "maybe_to_tensor": [58, 59], "pillowmaybetotensor": 58, "std": [58, 59, 60], "pillownorm": [58, 60], "456": [58, 59], "406": [58, 59], "229": [58, 59], "225": [58, 59], "48500001430511475": 58, "4560000002384186": 58, "4059999883174896": 58, "2290000021457672": 58, "2240000069141388": 58, "22499999403953552": 58, "framework": 59, "extend": 59, "centercrop": 59, "totensor": 59, "maybetotensor": 59, "4850": 59, "4560": 59, "4060": 59, "2290": 59, "2240": 59, "2250": 59, "timm": 59, "interpolationmod": 59, "processor": [60, 108, 109], "vitimageprocessor": 60, "5906": 60, "33": 60, "donutimageprocessor": 60, "1901": 60, "70": [60, 84], "detrimageprocessor": 60, "1575": 60, "86": [60, 74], "clipimageprocessor": 60, "1374": 60, "73": 60, "videomaeimageprocessor": 60, "1093": 60, "convnextimageprocessor": 60, "648": 60, "65": 60, "segformerimageprocessor": 60, "533": 60, "00": 60, "beitimageprocessor": 60, "468": 60, "63": 60, "siglipimageprocessor": 60, "440": 60, "48": 60, "layoutlmv3imageprocessor": 60, "403": 60, "layoutlmv2imageprocessor": 60, "332": 60, "87": 60, "mllamaimageprocessor": 60, "qwen2vlimageprocessor": 60, "314": 60, "77": 60, "blipimageprocessor": 60, "276": 60, "55": 60, "idefics2imageprocessor": 60, "226": 60, "llavanextimageprocessor": 60, "215": 60, "bitimageprocessor": 60, "210": 60, "pix2structimageprocessor": 60, "conditionaldetrimageprocessor": 60, "53": 60, "samimageprocessor": 60, "52": 60, "deitimageprocessor": 60, "mask2formerimageprocessor": 60, "89": 60, "vivitimageprocessor": 60, "88": 60, "yolosimageprocessor": 60, "84": 60, "47": 60, "viltimageprocessor": 60, "41": 60, "detaimageprocessor": 60, "68": 60, "38": 60, "pixtralimageprocessor": 60, "mobilenetv2imageprocessor": 60, "mobilevitimageprocessor": 60, "61": 60, "34": [60, 108, 109], "dptimageprocessor": 60, "maskformerimageprocessor": 60, "28": 60, "nougatimageprocessor": 60, "ideficsimageprocessor": 60, "rtdetrimageprocessor": 60, "efficientnetimageprocessor": 60, "40": [60, 68], "deformabledetrimageprocessor": 60, "idefics3imageprocessor": 60, "fuyuimageprocessor": 60, "videollavaimageprocessor": 60, "pvtimageprocessor": 60, "09": 60, "oneformerimageprocessor": 60, "mobilenetv1imageprocessor": 60, "07": [60, 99, 100, 101, 104], "owlv2imageprocessor": 60, "chineseclipimageprocessor": 60, "efficientformerimageprocessor": 60, "llavaonevisionimageprocessor": 60, "swin2srimageprocessor": 60, "vithybridimageprocessor": 60, "owlvitimageprocessor": 60, "04": 60, "groundingdinoimageprocessor": 60, "03": 60, "perceiverimageprocessor": 60, "chameleonimageprocessor": 60, "levitimageprocessor": 60, "vitmatteimageprocessor": 60, "extens": [60, 75], "tri": 60, "def": [60, 86], "hasattr": 60, "feature_extractor": 60, "encount": 60, "becaus": 60, "until": 60, "successfulli": 60, "imageprocessor": 60, "autoimageprocessor": 60, "from_pretrain": 60, "openai": 60, "vit": 60, "patch32": 60, "pillowconvertrgb": 60, "48145467": 60, "4578275": 60, "40821072": 60, "26862955": 60, "2613026": 60, "2757771": 60, "size_dict": 60, "shortest_edg": 60, "invalid_kei": 60, "default_to_squar": 60, "height_width_ord": 60, "constraint": 60, "els": [60, 68, 108, 109], "incompat": 60, "longest_edg": 60, "param_nam": 60, "entri": 60, "conform": 60, "messag": [60, 84], "do_res": 60, "do_center_crop": 60, "crop_siz": 60, "do_rescal": 60, "rescale_factor": 60, "00392156862745098": 60, "do_norm": 60, "image_mean": 60, "image_std": 60, "do_convert_rgb": 60, "rescal": 60, "deviat": 60, "clipprocessor": 60, "crop_pct": 60, "tailor": 60, "convnext": 60, "percentag": 60, "prepar": 60, "replic": 60, "build": [60, 75, 83], "blip": 60, "255": 60, "openai_clip_mean": 60, "openai_clip_std": 60, "accord": 60, "behavior": 60, "mobilenetv2": 60, "per": 60, "equival": 60, "bg": 61, "strict_level": 61, "min_select": 61, "min_width": 61, "min_height": 61, "min_resolut": 61, "strict": [61, 95, 101], "get_imag": 61, "get_image_fil": 61, "list_image_fil": 61, "random_imag": 61, "randomli": 61, "random_image_fil": 61, "8057": 61, "000000": 61, "000001": 61, "000002": 61, "000003": 61, "000004": 61, "home": 61, "dgh": [61, 69, 110], "2400x1600": 61, "0x7feb86ed5160": 61, "003258": 61, "400x400": 61, "0x7feb86a748b0": 61, "quickli": 62, "backgroundimageset": 62, "list_bg_image_fil": 62, "get_bg_image_fil": 62, "get_bg_imag": 62, "random_bg_image_fil": 62, "random_bg_imag": 62, "opencv": 63, "denois": [63, 68], "inspir": [63, 72, 76, 83, 103], "mf666": [63, 103], "mist": 63, "fucker": 63, "diameter_min": 63, "diameter_max": 63, "sigma_color_min": 63, "sigma_color_max": 63, "sigma_space_min": 63, "sigma_space_max": 63, "radius_min": 63, "radius_max": 63, "eps_min": 63, "eps_max": 63, "b_iter": 63, "g_iter": 63, "random": [63, 81], "bilater": 63, "guid": 63, "stage": 63, "diamet": 63, "sigma": 63, "space": [63, 72, 83], "window": [63, 68], "term": 63, "contrib": 63, "noisy_imag": 63, "cleaned_img": 63, "cleaned_imag": 63, "blurri": [64, 68], "noisi": 64, "nafnet": [64, 107], "scunet": [64, 65, 107], "adversari": [64, 107], "remove_adversarial_nois": 64, "restore_with_nafnet": 64, "restore_with_scunet": 64, "ve": 65, "gaussian": 65, "To": 65, "correctli": 65, "credibl": 65, "rgg": [65, 66], "red": [65, 74], "gopro": 65, "sidd": 65, "tile_s": [65, 66, 84], "tile_overlap": [65, 66, 84], "batch_siz": [65, 66, 84], "nafnetmodeltyp": 65, "tile": [65, 66, 84], "gan": 66, "128": 66, "scunetmodeltyp": 66, "automatic1111": 67, "stabl": [67, 68, 90, 110], "diffus": [67, 68, 90], "webui": [67, 68, 69], "novelai": 67, "sdwui": 67, "submodul": 67, "nai": [67, 107], "docstr": 67, "sdmetadata": 67, "parse_sdmeta_from_text": 67, "get_sdmeta_from_imag": 67, "save_image_with_sdmeta": 67, "read_metadata": 67, "save_with_metadata": 67, "naimetadata": 67, "get_naimeta_from_imag": 67, "add_naimeta_to_imag": 67, "save_image_with_naimeta": 67, "formatt": 68, "a1111": 68, "sd_metadata_simpl": 68, "sd_metadata_complex": 68, "prompt": 68, "neg_prompt": 68, "neg": 68, "__str__": 68, "sd1": 68, "extrem": 68, "delic": 68, "beauti": 68, "offici": 68, "global": [68, 106], "illumin": 68, "soft": 68, "shadow": 68, "super": 68, "light": 68, "novel": [68, 70], "4k": 68, "metal_textur": 68, "striped_background": 68, "rich": 68, "cg": 68, "uniti": 68, "8k": 68, "wallpap": 68, "unreal": 68, "sci": 68, "fi": 68, "fantasi": 68, "silver_skin": 68, "cut": [68, 74], "silver_impossible_bodysuit": 68, "gem_on_chest": 68, "cut_silver_mechanical_leotard": 68, "headgear": [68, 74], "1_girl": 68, "solo": [68, 73, 74, 75, 76, 80, 81, 82, 83], "slim_waist": 68, "hair": [68, 74], "long": 68, "lumin": 68, "medium_breast": [68, 82], "indistinct_camelto": 68, "flat_crotch": 68, "coquettish": 68, "squint": 68, "evil_smil": 68, "dark_persona": 68, "mouth": 68, "wet": 68, "slim_fac": 68, "tall_girl": 68, "matur": 68, "mature_fac": 68, "slim_figur": 68, "slim_leg": 68, "groin": 68, "bare_thigh": 68, "easyneg": 68, "sketch": 68, "ugli": 68, "huge": 68, "logo": 68, "monochrom": [68, 94, 97, 107], "bad": 68, "mutat": 68, "horror": 68, "geometri": 68, "bad_prompt": 68, "miss": 68, "finger": 68, "limb": 68, "anatomi": 68, "interlock": 68, "digit": 68, "arm": 68, "2girl": 68, "deform": 68, "artist": 68, "blush": [68, 75, 76, 80, 83], "lipstick": 68, "skindent": 68, "tie": 68, "big_breast": 68, "thighhigh": [68, 75], "pubic_hair": [68, 74], "3d": [68, 92], "realist": 68, "slip": [68, 77], "head_out_of_fram": 68, "curvi": 68, "sampler": 68, "ddim": 68, "cfg": 68, "seed": 68, "3827064803": 68, "512x848": 68, "hash": 68, "eb49192009": 68, "anidosmix": 68, "skip": 68, "new_imag": 68, "let": 68, "what": 68, "nslim_fac": 68, "848": 68, "_sdmeta_text": 68, "directli": 68, "starri": 68, "night": 68, "daylight": 68, "euler": 68, "sd2": 68, "1girl": [68, 73, 74, 75, 76, 77, 80, 81, 82, 83], "footwear": 68, "shoe": 68, "bang": [68, 74, 75, 80, 83], "indoor": 68, "sleev": 68, "ahog": [68, 74, 75, 76, 80, 83], "dress": [68, 74], "pot": 68, "plant": 68, "bag": [68, 75, 76, 80, 83], "bun": [68, 74], "lora": 68, "bluearchive10": 68, "bluearchiv": 68, "neg1": 68, "dpm": 68, "2m": 68, "sde": 68, "karra": 68, "2647703743": 68, "768x768": 68, "72bd94132e": 68, "cutemix": 68, "strength": 68, "controlnet": 68, "control_v11p_sd15_openpos": 68, "cab727d4": 68, "weight": 68, "perfect": 68, "param": 68, "hire": 68, "upscal": [68, 107], "latent": 68, "ti": 68, "339cc9210f70": 68, "66a7279a88dd": 68, "info": 68, "underli": [68, 86], "sd_meta": 68, "scope": 68, "dst_file": [68, 70], "webp": 68, "systemerror": [68, 70], "input_imag": 68, "output_imag": 68, "a41": 69, "safetensor": 69, "torch": 69, "command": [69, 110], "pip": [69, 110], "_check_env": 69, "model_fil": 69, "key1": 69, "value1": 69, "key2": 69, "value2": 69, "src_model_fil": 69, "dst_model_fil": 69, "new_metadata": 69, "john": 69, "doe": [69, 73, 81, 95, 101], "input_model": 69, "output_model": 69, "softwar": 70, "generation_tim": 70, "dataclass": 70, "encapsul": 70, "taken": 70, "alia": 70, "success": [70, 110], "add_lsb_meta": 70, "save_metainfo": 70, "metainfo": 70, "prefer": 70, "isneti": [71, 107], "get_isnetis_mask": 71, "segment_with_isneti": 71, "segment_rgba_with_isneti": 71, "co": 72, "seg": 72, "1024": [72, 83], "app": 72, "l8": 72, "00ff00": 72, "mask_": 72, "image_": 72, "hutao_seg": 72, "skadi": [72, 75, 76, 80, 83], "skadi_seg": 72, "drop": [73, 74, 75, 80, 82, 83], "cosplai": 73, "no_eyewear": 73, "eyewear": [73, 74], "span": [73, 74], "matter": [73, 74], "red_hair": [73, 74, 81, 82], "use_preset": 73, "custom_blacklist": 73, "onlin": 73, "preset": 73, "ones": 73, "neither": [73, 74], "nor": [73, 74], "anal_hair": 74, "anal_tail": 74, "arm_behind_head": 74, "arm_hair": 74, "arm_under_breast": 74, "arms_behind_head": 74, "bird_on_head": 74, "blood_in_hair": 74, "breasts_on_glass": 74, "breasts_on_head": 74, "cat_on_head": 74, "closed_ey": 74, "clothed_female_nude_femal": 74, "clothed_female_nude_mal": 74, "clothed_male_nude_femal": 74, "clothes_between_breast": 74, "cream_on_fac": 74, "drying_hair": 74, "empty_ey": 74, "face_to_breast": 74, "food_on_fac": 74, "food_on_head": 74, "game_boi": 74, "grabbing_anoth": 74, "s_hair": 74, "grabbing_own_breast": 74, "gun_to_head": 74, "head_between_breast": 74, "heart_in_ey": 74, "multiple_boi": 74, "multiple_girl": 74, "object_on_breast": 74, "object_on_head": 74, "paint_splatter_on_fac": 74, "parted_lip": [74, 75, 76, 80, 83], "penis_on_fac": 74, "person_on_head": 74, "pokemon_on_head": 74, "rabbit_on_head": 74, "rice_on_fac": 74, "severed_head": 74, "star_in_ey": 74, "sticker_on_fac": 74, "tentacles_on_mal": 74, "tying_hair": 74, "built": [74, 86], "mutabl": 74, "constructor": 74, "empti": 74, "hold": [74, 75, 76, 80, 83], "futa": 74, "cum": 74, "rub": 74, "shade": 74, "plai": 74, "drill": 74, "skin": 74, "sidelock": 74, "twintail": [74, 75, 76, 80, 83], "braid": 74, "afro": 74, "bald": 74, "dreadlock": 74, "ponytail": 74, "updo": 74, "beard": 74, "mustach": 74, "pointi": 74, "horn": 74, "tail": 74, "ornament": 74, "hairband": 74, "pupil": 74, "bow": [74, 75, 76], "headwear": 74, "ribbon": [74, 76, 80], "crown": 74, "cap": 74, "hairclip": [74, 80], "mole": 74, "halo": 74, "fluff": 74, "flower": [74, 75, 76, 80, 83], "glass": [74, 77], "fang": 74, "boi": 74, "beret": 74, "heterochromia": 74, "headdress": 74, "eyepatch": 74, "headphon": 74, "eyebrow": 74, "eyelash": 74, "sunglass": 74, "intak": 74, "scrunchi": 74, "ear_pierc": 74, "headband": 74, "ring": 74, "under_mouth": 74, "freckl": 74, "lip": 74, "eyelin": 74, "eyeshadow": 74, "tassel": 74, "whitelist_suffix": 74, "whitelist_prefix": 74, "whitelist_word": 74, "suffix": [74, 79], "pool": 74, "whitelist": 74, "blacklist": [74, 78, 107], "singular": 74, "plural": 74, "chair": 74, "whole": 74, "word": 74, "hear": 74, "72": 74, "outdat": 75, "anymor": 75, "baselin": 75, "practic": 75, "use_real_nam": [75, 80], "general_threshold": [75, 76, 83], "character_threshold": [75, 76, 83], "drop_overlap": [75, 76, 80, 83], "real": [75, 80, 97, 107], "renam": [75, 80], "redirect": [75, 80], "mani": [75, 80], "websit": [75, 80], "rate": [75, 76, 83, 95, 97, 107], "char": [75, 76, 83], "9897817373275757": 75, "question": [75, 76, 83, 95], "010265946388244629": 75, "explicit": [75, 76, 83, 95], "2809715270996094e": 75, "9939777851104736": 75, "5032387375831604": 75, "black_bord": 75, "9943548440933228": 75, "black_glov": [75, 76, 80, 83], "5011609792709351": 75, "blue_ski": [75, 76, 80, 83], "6877802610397339": 75, "5543792843818665": 75, "8268730640411377": 75, "cloud": [75, 76, 80, 83], "8504303693771362": 75, "cowboy_shot": [75, 76, 80, 83], "6008237600326538": 75, "crop_top": [75, 76, 80, 83], "6635787487030029": 75, "dai": [75, 76, 80, 83], "8496965765953064": 75, "glove": [75, 76, 80, 83], "6107005476951599": 75, "hair_between_ey": [75, 76, 80, 83], "668294370174408": 75, "5619469285011292": 75, "holding_baseball_bat": [75, 76, 80, 83], "5141720771789551": 75, "letterbox": 75, "long_hair": [75, 76, 80, 82, 83], "9884189963340759": 75, "looking_at_view": [75, 76, 80, 83], "5673105120658875": 75, "midriff": [75, 76, 80, 83], "6290556192398071": 75, "navel": [75, 76, 80, 83], "9631235003471375": 75, "no_hat": [75, 76, 80], "7978747487068176": 75, "no_headwear": [75, 76, 80, 83], "7577926516532898": 75, "outdoor": [75, 76, 80, 83], "7118550539016724": 75, "5452839136123657": 75, "pillarbox": 75, "9841411709785461": 75, "red_ey": [75, 76, 80, 83], "958786129951477": 75, "shirt": [75, 76, 80, 83], "6720131039619446": 75, "short_sleev": [75, 76, 80, 83], "7077711820602417": 75, "silver_hair": [75, 76, 80], "6673924326896667": 75, "sky": [75, 76, 80, 83], "8709812760353088": 75, "9614333510398865": 75, "sportswear": [75, 76, 80, 83], "7786177396774292": 75, "6842771172523499": 75, "sweat": [75, 76, 80, 83], "9076308012008667": 75, "thigh": [75, 76, 80, 83], "580970823764801": 75, "skadi_": [75, 76, 83], "arknight": [75, 76, 83], "9633345007896423": 75, "9988503456115723": 75, "001651763916015625": 75, "00012505054473876953": 75, "9829280972480774": 75, "894218385219574": 75, "8733789920806885": 75, "backpack": [75, 76, 80, 83], "6322951316833496": 75, "9987058639526367": 75, "bag_charm": [75, 76], "9754379987716675": 75, "6810564994812012": 75, "9708781838417053": 75, "6356008052825928": 75, "5633733868598938": 75, "brick_wal": 75, "5315935611724854": 75, "brown_hair": [75, 76, 80, 83], "9397273659706116": 75, "9229896664619446": 75, "charm_": [75, 76], "9006357789039612": 75, "citi": 75, "9020784497261047": 75, "cityscap": 75, "9547432661056519": 75, "5296419262886047": 75, "8253412246704102": 75, "5619839429855347": 75, "hair_flow": [75, 76, 80, 83], "8277763724327087": 75, "hair_orna": [75, 76, 80, 83], "9356368780136108": 75, "hair_ribbon": [75, 76, 80], "5288072824478149": 75, "jacket": [75, 76, 80, 83], "6336134076118469": 75, "9703260064125061": 75, "8188960552215576": 75, "phone_screen": 75, "9579574465751648": 75, "9954615235328674": 75, "plaid": [75, 76, 80], "9725285172462463": 75, "plaid_skirt": [75, 76, 80], "9638455510139465": 75, "pleated_skirt": [75, 76, 80, 83], "7226815819740295": 75, "5321241021156311": 75, "red_nail": [75, 80], "5493080615997314": 75, "school_bag": [75, 76], "9863407611846924": 75, "school_uniform": [75, 76, 80, 83], "6794284582138062": 75, "5062428116798401": 75, "shoulder_bag": 75, "9325523972511292": 75, "skirt": [75, 76, 80, 83], "92237788438797": 75, "skyscrap": 75, "7728171348571777": 75, "sleeves_past_wrist": [75, 76, 80], "7257086038589478": 75, "smile": [75, 76, 80, 83], "5357837080955505": 75, "6939404010772705": 75, "7054293155670166": 75, "tongu": [75, 76, 80, 83], "9990814924240112": 75, "tongue_out": [75, 76, 80, 83], "9992498755455017": 75, "5012534260749817": 75, "very_long_hair": [75, 76, 80, 82, 83], "7461410164833069": 75, "lagpixellol": 76, "deepgelbooru_onnx": 76, "categori": [76, 91, 99], "dim": [76, 83], "9986732006072998": 76, "0013858973979949951": 76, "315376281738281e": 76, "9972434639930725": 76, "basebal": [76, 83], "5982598662376404": 76, "baseball_bat": [76, 80, 83], "6429562568664551": 76, "bike_short": 76, "36296138167381287": 76, "8308937549591064": 76, "black_shirt": [76, 80, 83], "7388008832931519": 76, "6039759516716003": 76, "30909663438796997": 76, "9694308042526245": 76, "6422968506813049": 76, "5898381471633911": 76, "8145260810852051": 76, "652222216129303": 76, "dolphin_short": 76, "466494083404541": 76, "7183809280395508": 76, "6753682494163513": 76, "7302790880203247": 76, "6649775505065918": 76, "large_breast": [76, 80, 83], "8446108102798462": 76, "98187655210495": 76, "8140730857849121": 76, "6360533833503723": 76, "9635934829711914": 76, "33370012044906616": 76, "44239571690559387": 76, "7891374826431274": 76, "6471294164657593": 76, "9958090782165527": 76, "8736815452575684": 76, "872096061706543": 76, "5640895366668701": 76, "5049663186073303": 76, "8832778930664062": 76, "9687467813491821": 76, "sports_bra": 76, "3659853935241699": 76, "9309735298156738": 76, "49939480423927307": 76, "stomach": [76, 80, 83], "446407288312912": 76, "809670090675354": 76, "6560589075088501": 76, "47956040501594543": 76, "9832853674888611": 76, "9994162321090698": 76, "0008397102355957031": 76, "00035390257835388184": 76, "9926226139068604": 76, "899387001991272": 76, "34215790033340454": 76, "5701972246170044": 76, "9512913227081299": 76, "6664570569992065": 76, "5614628791809082": 76, "33615976572036743": 76, "5770801305770874": 76, "987317681312561": 76, "37286585569381714": 76, "cardigan": [76, 80], "36409223079681396": 76, "7329680919647217": 76, "collared_shirt": [76, 80], "5924292206764221": 76, "4344901144504547": 76, "7465001344680786": 76, "5225946307182312": 76, "6976451873779297": 76, "9265321493148804": 76, "34527891874313354": 76, "6675043106079102": 76, "9096828699111938": 76, "long_sleev": [76, 80, 83], "41341525316238403": 76, "8418735265731812": 76, "miniskirt": [76, 80], "3675632178783417": 76, "nail_polish": [76, 80], "5284417867660522": 76, "open_cloth": [76, 80], "30296844244003296": 76, "48789578676223755": 76, "36596980690956116": 76, "7759367227554321": 76, "6535028219223022": 76, "8975257873535156": 76, "36911237239837646": 76, "4171145558357239": 76, "3942635953426361": 76, "6772940754890442": 76, "9397937655448914": 76, "5207280516624451": 76, "4673041105270386": 76, "9118321537971497": 76, "9967410564422607": 76, "9970728158950806": 76, "8419480323791504": 76, "6489560604095459": 76, "white_shirt": [76, 80], "6217572689056396": 76, "underscor": [77, 83], "convent": 77, "restor": [77, 107], "use_spac": 77, "use_escap": 77, "include_scor": 77, "score_descend": 77, "_": 77, "escap": 77, "unsaf": 77, "sort": [77, 81], "descend": 77, "panty_pul": 77, "6826801300048828": 77, "958938717842102": 77, "drinking_glass": 77, "9340789318084717": 77, "areola_slip": 77, "41196826100349426": 77, "9988248348236084": 77, "drink": 77, "pull": 77, "areola": 77, "999": 77, "959": 77, "934": 77, "683": 77, "412": 77, "mldanbooru": [78, 107], "get_mldanbooru_tag": 78, "wd14": [78, 80, 107], "get_wd14_tag": [78, 80], "convert_wd14_emb_to_predict": 78, "denormalize_wd14_emb": 78, "deepdanbooru": [78, 80, 107], "get_deepdanbooru_tag": [78, 80], "deepgelbooru": [78, 107], "get_deepgelbooru_tag": 78, "add_underlin": 78, "remove_underlin": 78, "tags_to_text": 78, "drop_overlap_tag": 78, "is_blacklist": 78, "drop_blacklisted_tag": 78, "char_whitelist_suffix": 78, "char_whitelist_prefix": 78, "char_whitelist_word": 78, "char_suffix": 78, "char_prefix": 78, "charactertagpool": 78, "is_basic_character_tag": 78, "drop_basic_character_tag": 78, "sort_tag": 78, "tag_match_suffix": 78, "tag_match_prefix": 78, "tag_match_ful": 78, "t1": 79, "t2": 79, "fulli": 79, "ml": 80, "448": 80, "keep_ratio": 80, "9999984502792358": [80, 102], "9999946355819702": 80, "9994951486587524": 80, "998144268989563": 80, "9978417158126831": 80, "9941409230232239": 80, "9799384474754333": 80, "979142427444458": 80, "961823582649231": 80, "961323618888855": 80, "9490893483161926": 80, "9450850486755371": 80, "9425153136253357": 80, "9409335255622864": 80, "9319437146186829": 80, "9265308976173401": 80, "9259042143821716": 80, "922250509262085": 80, "9199565052986145": 80, "9175475835800171": 80, "9102761745452881": 80, "9076938629150391": 80, "9052775502204895": 80, "8938589692115784": 80, "8894285559654236": 80, "8891903162002563": 80, "8845980763435364": 80, "8842408061027527": 80, "8659475445747375": 80, "862621009349823": 80, "8616052865982056": 80, "8562789559364319": 80, "short_short": [80, 83], "8555729389190674": 80, "8533340096473694": 80, "black_short": [80, 83], "8477485775947571": 80, "8430152535438538": 80, "tied_long_hair": [80, 83], "8340626955032349": 80, "crop_top_overhang": 80, "8266023397445679": 80, "8222048282623291": 80, "8202669620513916": 80, "8061150312423706": 80, "ass_visible_through_thigh": [80, 83], "7803354859352112": 80, "thigh_gap": [80, 83], "7789446711540222": 80, "arms_up": 80, "7052110433578491": 80, "9999866485595703": 80, "997043788433075": 80, "9969649910926819": 80, "9957101345062256": 80, "9928386807441711": 80, "9886980056762695": 80, "9864778518676758": 80, "ghost": [80, 83], "9769423007965088": 80, "9747489094734192": 80, "9736957550048828": 80, "9388670325279236": 80, "9356311559677124": 80, "91000896692276": 80, "8955123424530029": 80, "8910233378410339": 80, "8904104828834534": 80, "8881211280822754": 80, "8876776695251465": 80, "8864808678627014": 80, "8810517191886902": 80, "8798807263374329": 80, "8765745162963867": 80, "8737136125564575": 80, "8650439381599426": 80, "8613706827163696": 80, "blue_cardigan": 80, "8571277260780334": 80, "8333670496940613": 80, "8160212635993958": 80, "eyebrows_visible_through_hair": 80, "8122442364692688": 80, "8091571927070618": 80, "8082079887390137": 80, "8048468232154846": 80, "8042327165603638": 80, "7984272241592407": 80, "blazer": [80, 83], "794708251953125": 80, "78981614112854": 80, "7892146110534668": 80, "shaped_pupil": [80, 83], "7867060899734497": 80, "gradient_hair": 80, "786359965801239": 80, "7790888547897339": 80, "brown_skirt": 80, "7760675549507141": 80, "774523913860321": 80, "7721588015556335": 80, "7697228789329529": 80, "755959689617157": 80, "multicolored_hair": 80, "7477189898490906": 80, "7476690411567688": 80, "rail": 80, "7476617693901062": 80, "blue_jacket": 80, "7458406090736389": 80, "741143524646759": 80, "7364678978919983": 80, "7193643450737": 80, "red_neckwear": 80, "7108616828918457": 80, "7086325287818909": 80, "7055293321609497": 80, "7039415836334229": 80, "7018357515335083": 80, "shuffl": 81, "count": [81, 108, 109], "2boi": 81, "cat_ear": 81, "uniqu": 81, "8849405313291128": 82, "8548297594823425": 82, "03910296474461261": 82, "6615180440330748": 82, "21552028866308015": 82, "3165260620737027": 82, "47744464927382957": 82, "tagger": 83, "smilingwolf": 83, "wd": 83, "swinv2_v3": 83, "general_mcut_en": 83, "character_mcut_en": 83, "no_underlin": 83, "mcut": 83, "replac": 83, "index": [83, 110], "follw": 83, "valuabl": 83, "enabl": 83, "rapid": 83, "queri": 83, "0011444687843322754": 83, "8876402974128723": 83, "106781005859375": 83, "000277101993560791": 83, "997527003288269": 83, "9797663688659668": 83, "9905703663825989": 83, "9761719703674316": 83, "8981098532676697": 83, "8810765743255615": 83, "9498510360717773": 83, "8377365469932556": 83, "945058286190033": 83, "9457170367240906": 83, "969594419002533": 83, "7881088852882385": 83, "7687551379203796": 83, "9301245212554932": 83, "6703325510025024": 83, "white_hair": 83, "5292627811431885": 83, "8677047491073608": 83, "grey_hair": 83, "5859264731407166": 83, "9536856412887573": 83, "8056888580322266": 83, "8394746780395508": 83, "9473626613616943": 83, "8986269235610962": 83, "9385137557983398": 83, "8408567905426025": 83, "alternate_costum": 83, "4245271384716034": 83, "931140661239624": 83, "8830795884132385": 83, "7279844284057617": 83, "artist_nam": 83, "5333830714225769": 83, "64717698097229": 83, "9516432285308838": 83, "9655293226242065": 83, "9485014081001282": 83, "7366660833358765": 83, "7161656618118286": 83, "5858667492866516": 83, "6186309456825256": 83, "41193312406539917": 83, "467605859041214": 83, "36282333731651306": 83, "3756745457649231": 83, "motion_blur": 83, "5091936588287354": 83, "951993465423584": 83, "5634750723838806": 83, "8232709169387817": 83, "9869340658187866": 83, "49491602182388306": 83, "5193622708320618": 83, "003406703472137451": 83, "0007208287715911865": 83, "9798132181167603": 83, "8046203851699829": 83, "7596215009689331": 83, "7620116472244263": 83, "46084529161453247": 83, "48454540967941284": 83, "5152207016944885": 83, "8023070096969604": 83, "8653596639633179": 83, "7201820611953735": 83, "7816740870475769": 83, "697688639163971": 83, "8974947333335876": 83, "7491052746772766": 83, "5015512704849243": 83, "6401398181915283": 83, "43420469760894775": 83, "4528769850730896": 83, "5730487704277039": 83, "6739872694015503": 83, "5545973181724548": 83, "6946243047714233": 83, "5487751364707947": 83, "7439308166503906": 83, "4186026453971863": 83, "47378358244895935": 83, "4690653085708618": 83, "7565015554428101": 83, "hu_tao_": 83, "genshin_impact": 83, "9262397289276123": 83, "boo_tao_": 83, "942080020904541": 83, "denorm": 83, "denormalizer_nam": 83, "mnum2_al": 83, "understand": 83, "redund": 83, "structur": [83, 107], "b": 83, "r": [83, 95, 101], "c": 83, "linalg": 83, "norm": 83, "approx": [83, 84], "1e": 83, "cdc_anime_onnx": 84, "realli": 84, "As": [84, 95, 101], "1024x1024": 84, "2060": 84, "gpu": 84, "cost": 84, "cpu": [84, 89, 108, 109], "experi": 84, "hgsr": 84, "mhr": 84, "aug_x4_320": 84, "cute_waifu_aroma": 84, "pngimageplugin": 84, "pngimagefil": 84, "1168x1168": 84, "0x7f0e8ca06880": 84, "4672x4672": 84, "0x7f0e48edb640": 84, "cdc": [85, 107], "upscale_with_cdc": 85, "lru_cach": 86, "wrap": 86, "synchron": 86, "prevent": 86, "race": 86, "condit": 86, "maxsiz": 86, "expensive_funct": 86, "expens": 86, "lock": [86, 106], "safeti": [86, 103], "multithread": 86, "my_funct": 86, "introduc": 86, "acquisit": 86, "critic": 86, "mathemat": 87, "activ": 87, "deep": 87, "problem": [87, 95, 101], "input_valu": 87, "frac": 87, "26894142": 87, "73105858": 87, "ts_lru_cach": 88, "get_onnx_provid": 88, "open_onnx_model": 88, "cudaexecutionprovid": 89, "cpuexecutionprovid": 89, "ckpt": 89, "inferencesess": 89, "onnx_mod": 89, "decid": 89, "linux": [89, 108, 109], "execut": [89, 108, 109], "ignor": 89, "cuda": [89, 108, 109], "forc": 89, "anime_ai_check": 90, "mobilenetv3_sce_dist": [90, 101, 105], "mainli": 90, "caformer_s36_plus_sc": 90, "graph": 90, "9996960163116455": 90, "9999125003814697": 90, "997803270816803": 90, "9960069060325623": 90, "9887709021568298": 90, "9998629093170166": 90, "0013722758740186691": 90, "00020673229300882667": 90, "0001895089662866667": 90, "0008857478387653828": 90, "552320024231449e": 90, "001168627175502479": 90, "bangumi": [91, 92], "vision": 91, "imageri": 91, "bangumi_char_typ": 91, "definit": [91, 98], "video": 91, "secondari": 91, "often": 91, "lack": 91, "lead": 91, "under": [91, 110], "three": 91, "judg": 91, "anime_portrait": [91, 97], "mobilenetv3_v0_dist": [91, 100, 104, 105], "9998525381088257": 91, "00012103465269319713": 91, "6464786313008517e": 91, "906112609314732e": 91, "06": [91, 92, 94, 99, 100, 101, 102, 104], "9997243285179138": 91, "0002490800397936255": 91, "7215803381986916e": 91, "354368557978887e": 91, "9998849630355835": 91, "90006631379947e": 91, "3920385754317977e": 91, "2084233276254963e": 91, "9998877048492432": 91, "732793503440917e": 91, "4264976925915107e": 91, "0623419257171918e": 91, "07076334953308105": 91, "9290977716445923": 91, "0001044218079186976": 91, "4467317163944244e": 91, "2568268832401372e": 91, "9999498128890991": 91, "1810528778587468e": 91, "879474429093534e": 91, "260669109295122e": 91, "9999510049819946": 91, "2321036592766177e": 91, "025227553938748e": 91, "4251427273848094e": 91, "999957799911499": 91, "4273678718600422e": 91, "6884023302263813e": 91, "880981603288092e": 91, "0002326338435523212": 91, "9996368885040283": 91, "164971561403945e": 91, "00020793956355191767": 91, "13438372313976288": 91, "8652494549751282": 91, "000158855298650451": 91, "000238816806813702": 91, "3589179217815399": 91, "6406960487365723": 91, "0001471740542910993": 91, "002255884697660804": 91, "08208147436380386": 91, "9152728915214539": 91, "00038967153523117304": 91, "227699592884164e": 91, "0835404282261152e": 91, "1437502406770363e": 91, "9999284744262695": 91, "2125529792683665e": 91, "0218892384727951e": 91, "00011914174683624879": 91, "9998584985733032": 91, "2007669283775613e": 91, "6357082131435163e": 91, "3068713896209374e": 91, "9999185800552368": 91, "066640925273532e": 91, "529400813335087e": 91, "089402500540018e": 91, "9999388456344604": 91, "6406959295272827": 91, "not_paint": 92, "anime_classif": 92, "older": 92, "mobilenetv3_v1": [92, 102], "5_dist": 92, "3_dist": 92, "plot": [92, 95, 101, 105], "caformer_s36_v1": 92, "3_focal": 92, "8346158862113953": 92, "004201625939458609": 92, "0028638991061598063": 92, "15633030235767365": 92, "001988308737054467": 92, "9868855476379395": 92, "001178382197394967": 92, "00015886101755313575": 92, "0005986307514831424": 92, "011178601533174515": 92, "9933090209960938": 92, "0012440024875104427": 92, "00040085514774546027": 92, "004924307577311993": 92, "00012189441622467712": 92, "00031298911198973656": 92, "9968050718307495": 92, "182305903872475e": 92, "0027923565357923508": 92, "7805559259140864e": 92, "0004650334012694657": 92, "996709942817688": 92, "736721191671677e": 92, "0027629584074020386": 92, "4619508621981367e": 92, "0003803370927926153": 92, "998649537563324": 92, "190127922105603e": 92, "0008622839814051986": 92, "595230686594732e": 92, "0004573142796289176": 92, "00031435859273187816": 92, "8671838641166687": 92, "13199880719184875": 92, "563074617180973e": 92, "153919796110131e": 92, "290010737255216e": 92, "9727378487586975": 92, "027150526642799377": 92, "162296004826203e": 92, "4933258828241378e": 92, "0004275702522136271": 92, "995402455329895": 92, "002233930164948106": 92, "001911122351884842": 92, "1603819727897644": 92, "0007561995880678296": 92, "00017044576816260815": 92, "838487982749939": 92, "0002034590725088492": 92, "005001617129892111": 92, "000932251859921962": 92, "009352140128612518": 92, "9846979379653931": 92, "6018555470509455e": 92, "004064667969942093": 92, "464051254326478e": 92, "025772539898753166": 92, "9699516296386719": 92, "00011656546121230349": 92, "287263775244355e": 92, "370255853951676e": 92, "01098843663930893": 92, "0031668643932789564": 92, "9857884049415588": 92, "499273488065228e": 92, "8419872251106426e": 92, "0003471920208539814": 92, "029472889378666878": 92, "9700765609741211": 92, "0012387704337015748": 92, "001172148622572422": 92, "787473391043022e": 92, "003680602880194783": 92, "9938107132911682": 92, "8346157073974609": 92, "8671836853027344": 92, "8384883403778076": 92, "9846979975700378": 92, "9700766801834106": 92, "greyscal": 93, "jpeg_ful": [93, 106], "6125901": 93, "6125785": [93, 106], "6124220": 93, "rough": [94, 95, 101], "polish": 94, "mobilenetv3_v2": 94, "2_dist": [94, 102], "910087929805741e": 94, "1241951510310173": 94, "8757457137107849": 94, "00018937293498311192": 94, "030049214139580727": 94, "9697614312171936": 94, "008933082222938538": 94, "05096456781029701": 94, "9401022791862488": 94, "009832272306084633": 94, "9898634552955627": 94, "00030428936588577926": 94, "013919820077717304": 94, "9819902181625366": 94, "004089969675987959": 94, "04166747257113457": 94, "9582782983779907": 94, "4218515288084745e": 94, "8849249482154846": 94, "1149177998304367": 94, "0001573085755808279": 94, "9907882809638977": 94, "008958994410932064": 94, "0002527958422433585": 94, "9831690788269043": 94, "01682441122829914": 94, "613856385229155e": 94, "8757458329200745": 94, "8849248290061951": 94, "million": 95, "anime_r": [95, 97], "boundari": [95, 101], "challeng": [95, 101], "clean": [95, 101], "judgment": [95, 101], "intend": [95, 101], "quick": [95, 101, 107], "estim": [95, 101], "basi": [95, 101], "mobilenetv3_large_100_v0_ls0": 95, "caformer_s36_v0_ls0": 95, "7508869767189026": 95, "7034655809402466": 95, "728887677192688": 95, "7404400110244751": 95, "7446154952049255": 95, "7514738440513611": 95, "768704354763031": 95, "8219676613807678": 95, "7267540693283081": 95, "7645740509033203": 95, "7216582894325256": 95, "7615436315536499": 95, "815083920955658": 95, "8321858644485474": 95, "8204999566078186": 95, "820833146572113": 95, "chdir": 95, "doc": 95, "api_doc": 95, "7508870363235474": 95, "11212056130170822": 95, "06781744956970215": 95, "06917501986026764": 95, "7034654021263123": 95, "15903906524181366": 95, "06688199192285538": 95, "07061357796192169": 95, "7288877964019775": 95, "1476859599351883": 95, "060362350195646286": 95, "06306383013725281": 95, "7404399514198303": 95, "10337048768997192": 95, "08087948709726334": 95, "07530999928712845": 95, "055992450565099716": 95, "7446154356002808": 95, "13191790878772736": 95, "06747424602508545": 95, "06458679586648941": 95, "10566363483667374": 95, "07827574014663696": 95, "07079866528511047": 95, "7687042951583862": 95, "09974884241819382": 95, "06074819341301918": 95, "050435908138751984": 95, "8219675421714783": 95, "0593985915184021": 95, "06819795072078705": 95, "06569571048021317": 95, "1177448257803917": 95, "726753830909729": 95, "08980562537908554": 95, "06481882929801941": 95, "06922297924757004": 95, "10138414055109024": 95, "06351721286773682": 95, "07683827728033066": 95, "13798624277114868": 95, "05942752957344055": 95, "10584963858127594": 95, "7615437507629395": 95, "07317910343408585": 95, "060196295380592346": 95, "06751583516597748": 95, "0572039857506752": 95, "05398125201463699": 95, "06124086305499077": 95, "0525919646024704": 95, "8321859240531921": 95, "05922013148665428": 95, "06274889409542084": 95, "057530902326107025": 95, "8205001354217529": 95, "05683052912354469": 95, "06635929644107819": 95, "05597696080803871": 95, "8208332657814026": 95, "non_furri": 96, "mobilenetv3_v0": 96, "1_dist": 96, "9898804426193237": 96, "010119626298546791": 96, "9677742123603821": 96, "032225821167230606": 96, "959551215171814": 96, "040448784828186035": 96, "9535530209541321": 96, "04644693806767464": 96, "04358793422579765": 96, "9564120769500732": 96, "02767963521182537": 96, "9723203182220459": 96, "028900373727083206": 96, "9710996150970459": 96, "037573859095573425": 96, "9624261260032654": 96, "aicheck": [97, 107], "get_ai_created_scor": 97, "is_ai_cr": 97, "bangumi_char": [97, 107], "anime_bangumi_char_scor": 97, "anime_bangumi_char": 97, "anime_classify_scor": 97, "anime_classifi": 97, "is_greyscal": 97, "anime_completeness_scor": 97, "anime_complet": 97, "dbrate": [97, 107], "anime_dbrating_scor": 97, "anime_dbr": 97, "furri": [97, 107], "anime_furry_scor": 97, "anime_furri": 97, "get_monochrome_scor": 97, "is_monochrom": 97, "nsfw_pred_scor": 97, "nsfw_pred": 97, "portrait": [97, 107], "anime_portrait_scor": 97, "anime_rating_scor": 97, "anime_real_scor": 97, "safe_check_scor": 97, "safe_check": 97, "style_ag": [97, 107], "anime_style_age_scor": 97, "anime_style_ag": 97, "teen": [97, 107], "anime_teen_scor": 97, "anime_teen": 97, "is_truncated_fil": 97, "screen": 98, "row": 98, "bottom": 98, "grayscal": 98, "monochrome_detect": 98, "mobilenetv3_large_100_dist_safe2": 98, "mobilenetv3_dist": 98, "caformer_s36": 98, "mono": 98, "9614395499229431": 98, "9458909034729004": 98, "9559807777404785": 98, "9651952981948853": 98, "9379720687866211": 98, "8814834356307983": 98, "03941023349761963": 98, "07492382079362869": 98, "09546589106321335": 98, "016521310433745384": 98, "005693843588232994": 98, "0315730981528759": 98, "Not": 99, "five": 99, "hentai": 99, "neutral": 99, "porn": 99, "sexi": 99, "infinit": 99, "nsfwj": 99, "tfj": 99, "mobil": 99, "9970946311950684": 99, "00198739324696362": 99, "000894528697244823": 99, "4315058251668233e": 99, "099447197513655e": 99, "9282580614089966": 99, "061733175069093704": 99, "008979619480669498": 99, "0007789491210132837": 99, "0002501663693692535": 99, "7945129871368408": 99, "2044062316417694": 99, "0005603990866802633": 99, "0004847997915931046": 99, "564094367902726e": 99, "7977773547172546": 99, "01352313905954361": 99, "18791256844997406": 99, "0004888656549155712": 99, "00029804420773871243": 99, "04498734697699547": 99, "9509441256523132": 99, "4087972633424215e": 99, "003999904729425907": 99, "4542059185914695e": 99, "002892113756388426": 99, "982390284538269": 99, "02520776737947e": 99, "014633022248744965": 99, "858086610212922e": 99, "002532319398596883": 99, "9887337684631348": 99, "231979568838142e": 99, "008699454367160797": 99, "8187158022774383e": 99, "03564726561307907": 99, "954788088798523": 99, "343036850215867e": 99, "009289607405662537": 99, "00020158555707894266": 99, "006372362840920687": 99, "006019102409482002": 99, "9694945812225342": 99, "015214097686111927": 99, "002899901708588004": 99, "0004039364866912365": 99, "00012730166781693697": 99, "987038791179657": 99, "007135333959013224": 99, "005294707603752613": 99, "06964848190546036": 99, "0014777459437027574": 99, "9276643395423889": 99, "0003031621454283595": 99, "0009063396137207747": 99, "00028707628371194005": 99, "00010888021643040702": 99, "9992460012435913": 99, "00015473493840545416": 99, "0002033217460848391": 99, "563037691696081e": 99, "008058490231633186": 99, "00044566826545633376": 99, "937960684299469": 99, "05353058874607086": 99, "364063445587817e": 99, "00562260951846838": 99, "00012077406427124515": 99, "9897090792655945": 99, "004547217860817909": 99, "564737981942017e": 99, "016690678894519806": 99, "001258736359886825": 99, "9766013622283936": 99, "005440687295049429": 99, "4481674952548929e": 99, "01861923187971115": 99, "0008914825739338994": 99, "9674761295318604": 99, "012998746708035469": 99, "691116141155362e": 99, "0007601747056469321": 99, "0005019629606977105": 99, "039504989981651306": 99, "9591660499572754": 99, "0001652583305258304": 99, "0002614929690025747": 99, "020374108105897903": 99, "029394468292593956": 99, "9498046040534973": 99, "00016299057460855693": 99, "004782819654792547": 99, "002861740067601204": 99, "12280157208442688": 99, "8693908452987671": 99, "0001731760276015848": 99, "304211274255067e": 99, "03286275267601013": 99, "010648751631379128": 99, "9562522172927856": 99, "999900221824646": 100, "645313209854066e": 100, "3387104445428122e": 100, "9999704360961914": 100, "4465465685352683e": 100, "071506166132167e": 100, "9999785423278809": 100, "512719154561637e": 100, "292278612818336e": 100, "919455750496127e": 100, "9999444484710693": 100, "3647335082350764e": 100, "0555699191172607e": 100, "9999880790710449": 100, "3210242286731955e": 100, "7451418898417614e": 100, "9999822378158569": 100, "2084267331811134e": 100, "7460413321023225e": 100, "1532473820352607e": 100, "9999996423721313": 100, "0316136922483565e": 100, "840229633236049e": 100, "9999998807907104": [100, 101], "736660568800289e": 100, "199210472208506e": 100, "9999992847442627": 100, "r15": 101, "r18": 101, "sankaku": 101, "mobilenetv3_v1_pruned_ls0": 101, "caformer_s36_plu": [101, 105], "5863172936624323e": 101, "480062353375615e": 101, "9924363493919373": 101, "007255776319652796": 101, "0003077814180869609": 101, "996969997882843": 101, "0030054834205657244": 101, "4601260520284995e": 101, "9966891407966614": 101, "003293127752840519": 101, "770909148035571e": 101, "00025384966284036636": 101, "9996721744537354": 101, "399192691082135e": 101, "973351603141055e": 101, "9998563528060913": 101, "391309580067173e": 101, "0018681309884414077": 101, "9827859997749329": 101, "015345841646194458": 101, "013710384257137775": 101, "8339558839797974": 101, "15233369171619415": 101, "951323833462084e": 101, "00029566374723799527": 101, "9997004270553589": 101, "00018434497178532183": 101, "568440272123553e": 101, "9997699856758118": 101, "11225129129889e": 101, "051862899563275e": 101, "9999485015869141": 101, "902020231791539e": 101, "0005639699520543218": 101, "9994290471076965": 101, "anime_real_cl": 102, "4_dist": 102, "9999716281890869": 102, "8398366339388303e": 102, "9992202520370483": 102, "0007797438884153962": 102, "9999709129333496": 102, "905452492996119e": 102, "9999765157699585": 102, "3499671442550607e": 102, "9994087219238281": 102, "0005913018831051886": 102, "9999759197235107": 102, "4061362637439743e": 102, "9999052286148071": 102, "475799015490338e": 102, "403173675702419e": 102, "5848207794988411e": 102, "0010207017185166478": 102, "9989792704582214": 102, "2124368115328252e": 102, "9999977350234985": 102, "6512358342879452e": 102, "9999834299087524": 102, "359853614412714e": 102, "9999936819076538": 102, "600314317329321e": 102, "9999840259552002": 102, "5589323083986528e": 102, "9999843835830688": 102, "5513256585109048e": 102, "9999845027923584": 102, "pollut": 103, "shit": 103, "checker": 103, "mobilenet": 103, "v2": 103, "max_batch_s": 103, "1970": 104, "1980": 104, "1990": 104, "2000": 104, "2010": 104, "2015": 104, "2020": 104, "ag": 104, "9805465340614319": 104, "761269782553427e": 104, "0005044879508204758": 104, "01569165475666523": 104, "002850610064342618": 104, "00037849770160391927": 104, "9434612113400362e": 104, "053497342392802e": 104, "9992554783821106": 104, "0006490182713605464": 104, "8857468805654207e": 104, "317252262353577e": 104, "314484721769986e": 104, "0750001138148946e": 104, "706833609205205e": 104, "00034479793976061046": 104, "9995512366294861": 104, "391363472677767e": 104, "4607510820496827e": 104, "0679690351244062e": 104, "661913514311891e": 104, "757471131393686e": 104, "0744897230761126e": 104, "76177470368566e": 104, "9996387958526611": 104, "160279296338558e": 104, "00013228354509919882": 104, "1361367038916796e": 104, "464057489414699e": 104, "2412899599876255e": 104, "703883653040975e": 104, "127358498517424e": 104, "9973921775817871": 104, "0022309015039354563": 104, "00018872201326303184": 104, "780902943617548e": 104, "422096920578042e": 104, "638929097680375e": 104, "152203023797483e": 104, "00028818511054851115": 104, "9996094107627869": 104, "58777353237383e": 104, "9200742826797068e": 104, "00017117452807724476": 104, "518441947875544e": 104, "885544381570071e": 104, "4389253010449465e": 104, "1696006772108376e": 104, "9996393918991089": 104, "contenti": 105, "safe_teen": 105, "non_teen": 105, "caformer_s36_v0": 105, "9998493194580078": 105, "0378791052498855e": 105, "00012023092131130397": 105, "9790042638778687": 105, "0017522255657240748": 105, "01924353837966919": 105, "9998124241828918": 105, "19778298237361e": 105, "0001456339523429051": 105, "0008521362324245274": 105, "9989691972732544": 105, "00017870066221803427": 105, "0992944781901315e": 105, "9994398951530457": 105, "0004991036257706583": 105, "2035720727872103e": 105, "9994019269943237": 105, "0005460577667690814": 105, "0478151529678144e": 105, "524079147609882e": 105, "999934196472168": 105, "786742884898558e": 105, "653994154883549e": 105, "9998156428337097": 105, "0001218809193233028": 105, "00013706681784242392": 105, "9997410178184509": 105, "jpeg_trunc": 106, "2216614_truncat": 106, "imagefil": 106, "load_truncated_imag": 106, "ascii": 107, "metric": 107, "list_det_model": 107, "list_rec_model": 107, "sd": 107, "tag": 107, "platform": [108, 109], "shutil": [108, 109], "cpuinfo": [108, 109], "psutil": [108, 109], "hbutil": [108, 109], "size_to_bytes_str": [108, 109], "python_implement": [108, 109], "python_vers": [108, 109], "brand": [108, 109], "get_cpu_info": [108, 109], "brand_raw": [108, 109], "cpu_count": [108, 109], "freq": [108, 109], "cpu_freq": [108, 109], "mhz": [108, 109], "virtual_memori": [108, 109], "precis": [108, 109], "ye": [108, 109], "nvidia": [108, 109], "smi": [108, 109], "1021": [108, 109], "azur": [108, 109], "x86_64": [108, 109], "glibc2": [108, 109], "cpython": [108, 109], "amd": [108, 109], "epyc": [108, 109], "7763": [108, 109], "3041": 108, "9695": 108, "615": [108, 109], "gib": [108, 109], "deploi": [108, 109], "action": [108, 109], "3104": 109, "80775": 109, "imgutil": 110, "pypi": 110, "simpli": 110, "newest": 110, "git": 110, "script": 110, "__name__": 110, "__main__": 110, "narugo1992": 110, "still": 110, "out": 110, "io": 110, "html": 110, "faq": 111}, "objects": {"imgutils": [[1, 0, 0, "-", "ascii"], [2, 0, 0, "-", "config"], [9, 0, 0, "-", "data"], [20, 0, 0, "-", "detect"], [27, 0, 0, "-", "edge"], [33, 0, 0, "-", "generic"], [37, 0, 0, "-", "metadata"], [42, 0, 0, "-", "metrics"], [46, 0, 0, "-", "ocr"], [50, 0, 0, "-", "operate"], [54, 0, 0, "-", "pose"], [57, 0, 0, "-", "preprocess"], [62, 0, 0, "-", "resource"], [64, 0, 0, "-", "restore"], [67, 0, 0, "-", "sd"], [71, 0, 0, "-", "segment"], [78, 0, 0, "-", "tagging"], [85, 0, 0, "-", "upscale"], [88, 0, 0, "-", "utils"], [97, 0, 0, "-", "validate"]], "imgutils.ascii": [[0, 0, 0, "-", "drawing"]], "imgutils.ascii.drawing": [[0, 1, 1, "", "ascii_drawing"]], "imgutils.config": [[3, 0, 0, "-", "meta"]], "imgutils.config.meta": [[3, 2, 1, "", "__AUTHOR_EMAIL__"], [3, 2, 1, "", "__AUTHOR__"], [3, 2, 1, "", "__DESCRIPTION__"], [3, 2, 1, "", "__TITLE__"], [3, 2, 1, "", "__VERSION__"]], "imgutils.data": [[4, 0, 0, "-", "background"], [5, 0, 0, "-", "blob"], [6, 0, 0, "-", "decode"], [7, 0, 0, "-", "encode"], [8, 0, 0, "-", "image"], [10, 0, 0, "-", "layer"], [11, 0, 0, "-", "pad"], [12, 0, 0, "-", "url"]], "imgutils.data.background": [[4, 1, 1, "", "grid_background"], [4, 1, 1, "", "grid_transparent"]], "imgutils.data.blob": [[5, 1, 1, "", "is_valid_image_blob_url"], [5, 1, 1, "", "load_image_from_blob_url"], [5, 1, 1, "", "to_blob_url"]], "imgutils.data.decode": [[6, 1, 1, "", "rgb_decode"]], "imgutils.data.encode": [[7, 1, 1, "", "rgb_encode"]], "imgutils.data.image": [[8, 1, 1, "", "has_alpha_channel"], [8, 1, 1, "", "load_image"], [8, 1, 1, "", "load_images"]], "imgutils.data.layer": [[10, 1, 1, "", "istack"]], "imgutils.data.pad": [[11, 1, 1, "", "pad_image_to_size"]], "imgutils.data.url": [[12, 1, 1, "", "download_image_from_url"], [12, 1, 1, "", "is_http_url"]], "imgutils.detect": [[13, 0, 0, "-", "booru_yolo"], [14, 0, 0, "-", "censor"], [15, 0, 0, "-", "eye"], [16, 0, 0, "-", "face"], [17, 0, 0, "-", "halfbody"], [18, 0, 0, "-", "hand"], [19, 0, 0, "-", "head"], [21, 0, 0, "-", "nudenet"], [22, 0, 0, "-", "person"], [23, 0, 0, "-", "similarity"], [24, 0, 0, "-", "text"], [25, 0, 0, "-", "visual"]], "imgutils.detect.booru_yolo": [[13, 1, 1, "", "detect_with_booru_yolo"]], "imgutils.detect.censor": [[14, 1, 1, "", "detect_censors"]], "imgutils.detect.eye": [[15, 1, 1, "", "detect_eyes"]], "imgutils.detect.face": [[16, 1, 1, "", "detect_faces"]], "imgutils.detect.halfbody": [[17, 1, 1, "", "detect_halfbody"]], "imgutils.detect.hand": [[18, 1, 1, "", "detect_hands"]], "imgutils.detect.head": [[19, 1, 1, "", "detect_heads"]], "imgutils.detect.nudenet": [[21, 1, 1, "", "detect_with_nudenet"]], "imgutils.detect.person": [[22, 1, 1, "", "detect_person"]], "imgutils.detect.similarity": [[23, 1, 1, "", "bboxes_similarity"], [23, 1, 1, "", "calculate_iou"], [23, 1, 1, "", "detection_similarity"]], "imgutils.detect.text": [[24, 1, 1, "", "detect_text"]], "imgutils.detect.visual": [[25, 1, 1, "", "detection_visualize"]], "imgutils.edge": [[26, 0, 0, "-", "canny"], [28, 0, 0, "-", "lineart"], [29, 0, 0, "-", "lineart_anime"]], "imgutils.edge.canny": [[26, 1, 1, "", "edge_image_with_canny"], [26, 1, 1, "", "get_edge_by_canny"]], "imgutils.edge.lineart": [[28, 1, 1, "", "edge_image_with_lineart"], [28, 1, 1, "", "get_edge_by_lineart"]], "imgutils.edge.lineart_anime": [[29, 1, 1, "", "edge_image_with_lineart_anime"], [29, 1, 1, "", "get_edge_by_lineart_anime"]], "imgutils.generic": [[30, 0, 0, "-", "classify"], [31, 0, 0, "-", "clip"], [32, 0, 0, "-", "enhance"], [34, 0, 0, "-", "siglip"], [35, 0, 0, "-", "yolo"]], "imgutils.generic.classify": [[30, 3, 1, "", "ClassifyModel"], [30, 1, 1, "", "classify_predict"], [30, 1, 1, "", "classify_predict_fmt"], [30, 1, 1, "", "classify_predict_score"]], "imgutils.generic.classify.ClassifyModel": [[30, 4, 1, "", "__init__"], [30, 4, 1, "", "clear"], [30, 4, 1, "", "launch_demo"], [30, 4, 1, "", "make_ui"], [30, 4, 1, "", "predict"], [30, 4, 1, "", "predict_fmt"], [30, 4, 1, "", "predict_score"]], "imgutils.generic.clip": [[31, 3, 1, "", "CLIPModel"], [31, 1, 1, "", "clip_image_encode"], [31, 1, 1, "", "clip_predict"], [31, 1, 1, "", "clip_text_encode"]], "imgutils.generic.clip.CLIPModel": [[31, 4, 1, "", "__init__"], [31, 4, 1, "", "clear"], [31, 4, 1, "", "image_encode"], [31, 4, 1, "", "launch_demo"], [31, 4, 1, "", "make_ui"], [31, 4, 1, "", "predict"], [31, 4, 1, "", "text_encode"]], "imgutils.generic.enhance": [[32, 3, 1, "", "ImageEnhancer"]], "imgutils.generic.enhance.ImageEnhancer": [[32, 4, 1, "", "__init__"], [32, 4, 1, "", "process"]], "imgutils.generic.siglip": [[34, 3, 1, "", "SigLIPModel"], [34, 1, 1, "", "siglip_image_encode"], [34, 1, 1, "", "siglip_predict"], [34, 1, 1, "", "siglip_text_encode"]], "imgutils.generic.siglip.SigLIPModel": [[34, 4, 1, "", "__init__"], [34, 4, 1, "", "clear"], [34, 4, 1, "", "image_encode"], [34, 4, 1, "", "launch_demo"], [34, 4, 1, "", "make_ui"], [34, 4, 1, "", "predict"], [34, 4, 1, "", "text_encode"]], "imgutils.generic.yolo": [[35, 3, 1, "", "YOLOModel"], [35, 1, 1, "", "yolo_predict"]], "imgutils.generic.yolo.YOLOModel": [[35, 4, 1, "", "__init__"], [35, 4, 1, "", "clear"], [35, 4, 1, "", "launch_demo"], [35, 4, 1, "", "make_ui"], [35, 4, 1, "", "predict"]], "imgutils.metadata": [[36, 0, 0, "-", "geninfo"], [38, 0, 0, "-", "lsb"]], "imgutils.metadata.geninfo": [[36, 1, 1, "", "read_geninfo_exif"], [36, 1, 1, "", "read_geninfo_gif"], [36, 1, 1, "", "read_geninfo_parameters"], [36, 1, 1, "", "write_geninfo_exif"], [36, 1, 1, "", "write_geninfo_gif"], [36, 1, 1, "", "write_geninfo_parameters"]], "imgutils.metadata.lsb": [[38, 3, 1, "", "ImageLsbDataExtractor"], [38, 3, 1, "", "LSBExtractor"], [38, 3, 1, "", "LSBReadError"], [38, 1, 1, "", "inject_data"], [38, 1, 1, "", "read_lsb_metadata"], [38, 1, 1, "", "read_lsb_raw_bytes"], [38, 1, 1, "", "serialize_json"], [38, 1, 1, "", "serialize_pnginfo"], [38, 1, 1, "", "write_lsb_metadata"], [38, 1, 1, "", "write_lsb_raw_bytes"]], "imgutils.metadata.lsb.ImageLsbDataExtractor": [[38, 4, 1, "", "__init__"], [38, 4, 1, "", "extract_data"]], "imgutils.metadata.lsb.LSBExtractor": [[38, 4, 1, "", "__init__"], [38, 4, 1, "", "get_next_n_bytes"], [38, 4, 1, "", "get_one_byte"], [38, 4, 1, "", "read_32bit_integer"]], "imgutils.metrics": [[39, 0, 0, "-", "aesthetic"], [40, 0, 0, "-", "ccip"], [41, 0, 0, "-", "dbaesthetic"], [43, 0, 0, "-", "laplacian"], [44, 0, 0, "-", "lpips"], [45, 0, 0, "-", "psnr_"]], "imgutils.metrics.aesthetic": [[39, 1, 1, "", "get_aesthetic_score"]], "imgutils.metrics.ccip": [[40, 1, 1, "", "ccip_batch_differences"], [40, 1, 1, "", "ccip_batch_extract_features"], [40, 1, 1, "", "ccip_batch_same"], [40, 1, 1, "", "ccip_clustering"], [40, 1, 1, "", "ccip_default_clustering_params"], [40, 1, 1, "", "ccip_default_threshold"], [40, 1, 1, "", "ccip_difference"], [40, 1, 1, "", "ccip_extract_feature"], [40, 1, 1, "", "ccip_merge"], [40, 1, 1, "", "ccip_same"]], "imgutils.metrics.dbaesthetic": [[41, 1, 1, "", "anime_dbaesthetic"]], "imgutils.metrics.laplacian": [[43, 1, 1, "", "laplacian_score"]], "imgutils.metrics.lpips": [[44, 1, 1, "", "lpips_clustering"], [44, 1, 1, "", "lpips_difference"], [44, 1, 1, "", "lpips_extract_feature"]], "imgutils.metrics.psnr_": [[45, 1, 1, "", "psnr"]], "imgutils.ocr": [[46, 1, 1, "", "detect_text_with_ocr"], [46, 1, 1, "", "list_det_models"], [46, 1, 1, "", "list_rec_models"], [46, 1, 1, "", "ocr"]], "imgutils.operate": [[47, 0, 0, "-", "align"], [48, 0, 0, "-", "censor_"], [49, 0, 0, "-", "imgcensor"], [51, 0, 0, "-", "squeeze"]], "imgutils.operate.align": [[47, 1, 1, "", "align_maxsize"]], "imgutils.operate.censor_": [[48, 3, 1, "", "BaseCensor"], [48, 3, 1, "", "BlurCensor"], [48, 3, 1, "", "ColorCensor"], [48, 3, 1, "", "PixelateCensor"], [48, 1, 1, "", "censor_areas"], [48, 1, 1, "", "censor_nsfw"], [48, 1, 1, "", "register_censor_method"]], "imgutils.operate.censor_.BaseCensor": [[48, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.BlurCensor": [[48, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.ColorCensor": [[48, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.PixelateCensor": [[48, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor": [[49, 3, 1, "", "EmojiBasedCensor"], [49, 3, 1, "", "ImageBasedCensor"], [49, 3, 1, "", "SingleImage"]], "imgutils.operate.imgcensor.EmojiBasedCensor": [[49, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor.ImageBasedCensor": [[49, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor.SingleImage": [[49, 4, 1, "", "__init__"], [49, 4, 1, "", "find_for_area"], [49, 5, 1, "", "height"], [49, 5, 1, "", "width"]], "imgutils.operate.squeeze": [[51, 1, 1, "", "squeeze"], [51, 1, 1, "", "squeeze_with_transparency"]], "imgutils.pose": [[52, 0, 0, "-", "dwpose"], [53, 0, 0, "-", "format"], [55, 0, 0, "-", "visual"]], "imgutils.pose.dwpose": [[52, 1, 1, "", "dwpose_estimate"]], "imgutils.pose.format": [[53, 3, 1, "", "OP18KeyPointSet"], [53, 2, 1, "", "OP18_BODY_MAX"], [53, 2, 1, "", "OP18_BODY_MIN"], [53, 2, 1, "", "OP18_FACE_MAX"], [53, 2, 1, "", "OP18_FACE_MIN"], [53, 2, 1, "", "OP18_LEFT_FOOT_MAX"], [53, 2, 1, "", "OP18_LEFT_FOOT_MIN"], [53, 2, 1, "", "OP18_LEFT_HAND_MAX"], [53, 2, 1, "", "OP18_LEFT_HAND_MIN"], [53, 2, 1, "", "OP18_RIGHT_FOOT_MAX"], [53, 2, 1, "", "OP18_RIGHT_FOOT_MIN"], [53, 2, 1, "", "OP18_RIGHT_HAND_MAX"], [53, 2, 1, "", "OP18_RIGHT_HAND_MIN"], [53, 6, 1, "", "OpenPose18"]], "imgutils.pose.format.OP18KeyPointSet": [[53, 4, 1, "", "__init__"], [53, 4, 1, "", "__mul__"], [53, 4, 1, "", "__truediv__"], [53, 5, 1, "", "body"], [53, 5, 1, "", "face"], [53, 5, 1, "", "left_foot"], [53, 5, 1, "", "left_hand"], [53, 5, 1, "", "right_foot"], [53, 5, 1, "", "right_hand"]], "imgutils.pose.format.OpenPose18": [[53, 7, 1, "", "LEFT_ANKLE"], [53, 7, 1, "", "LEFT_BIG_TOE"], [53, 7, 1, "", "LEFT_EAR"], [53, 7, 1, "", "LEFT_ELBOW"], [53, 7, 1, "", "LEFT_EYE"], [53, 7, 1, "", "LEFT_HEEL"], [53, 7, 1, "", "LEFT_HIP"], [53, 7, 1, "", "LEFT_KNEE"], [53, 7, 1, "", "LEFT_SHOULDER"], [53, 7, 1, "", "LEFT_SMALL_TOE"], [53, 7, 1, "", "LEFT_WRIST"], [53, 7, 1, "", "NECK"], [53, 7, 1, "", "NOSE"], [53, 7, 1, "", "RIGHT_ANKLE"], [53, 7, 1, "", "RIGHT_BIG_TOE"], [53, 7, 1, "", "RIGHT_EAR"], [53, 7, 1, "", "RIGHT_ELBOW"], [53, 7, 1, "", "RIGHT_EYE"], [53, 7, 1, "", "RIGHT_HEEL"], [53, 7, 1, "", "RIGHT_HIP"], [53, 7, 1, "", "RIGHT_KNEE"], [53, 7, 1, "", "RIGHT_SHOULDER"], [53, 7, 1, "", "RIGHT_SMALL_TOE"], [53, 7, 1, "", "RIGHT_WRIST"]], "imgutils.pose.visual": [[55, 1, 1, "", "op18_visualize"]], "imgutils.preprocess": [[56, 0, 0, "-", "base"], [58, 0, 0, "-", "pillow"], [59, 0, 0, "-", "torchvision"], [60, 0, 0, "-", "transformers"]], "imgutils.preprocess.base": [[56, 3, 1, "", "NotParseTarget"]], "imgutils.preprocess.pillow": [[58, 1, 1, "", "create_pillow_transforms"], [58, 1, 1, "", "parse_pillow_transforms"], [58, 1, 1, "", "register_pillow_parse"], [58, 1, 1, "", "register_pillow_transform"]], "imgutils.preprocess.torchvision": [[59, 1, 1, "", "create_torchvision_transforms"], [59, 1, 1, "", "parse_torchvision_transforms"], [59, 1, 1, "", "register_torchvision_parse"], [59, 1, 1, "", "register_torchvision_transform"]], "imgutils.preprocess.transformers": [[60, 3, 1, "", "NotProcessorTypeError"], [60, 1, 1, "", "convert_to_size_dict"], [60, 1, 1, "", "create_bit_transforms"], [60, 1, 1, "", "create_blip_transforms"], [60, 1, 1, "", "create_clip_transforms"], [60, 1, 1, "", "create_convnext_transforms"], [60, 1, 1, "", "create_mobilenetv2_transforms"], [60, 1, 1, "", "create_siglip_transforms"], [60, 1, 1, "", "create_transforms_from_bit_processor"], [60, 1, 1, "", "create_transforms_from_blip_processor"], [60, 1, 1, "", "create_transforms_from_clip_processor"], [60, 1, 1, "", "create_transforms_from_convnext_processor"], [60, 1, 1, "", "create_transforms_from_mobilenetv2_processor"], [60, 1, 1, "", "create_transforms_from_siglip_processor"], [60, 1, 1, "", "create_transforms_from_transformers"], [60, 1, 1, "", "create_transforms_from_vit_processor"], [60, 1, 1, "", "create_vit_transforms"], [60, 1, 1, "", "get_size_dict"], [60, 1, 1, "", "is_valid_size_dict"], [60, 1, 1, "", "register_creators_for_transformers"]], "imgutils.resource": [[61, 0, 0, "-", "background"]], "imgutils.resource.background": [[61, 3, 1, "", "BackgroundImageSet"], [61, 1, 1, "", "get_bg_image"], [61, 1, 1, "", "get_bg_image_file"], [61, 1, 1, "", "list_bg_image_files"], [61, 1, 1, "", "random_bg_image"], [61, 1, 1, "", "random_bg_image_file"]], "imgutils.resource.background.BackgroundImageSet": [[61, 4, 1, "", "__init__"], [61, 4, 1, "", "get_image"], [61, 4, 1, "", "get_image_file"], [61, 4, 1, "", "list_image_files"], [61, 4, 1, "", "random_image"], [61, 4, 1, "", "random_image_file"]], "imgutils.restore": [[63, 0, 0, "-", "adversarial"], [65, 0, 0, "-", "nafnet"], [66, 0, 0, "-", "scunet"]], "imgutils.restore.adversarial": [[63, 1, 1, "", "remove_adversarial_noise"]], "imgutils.restore.nafnet": [[65, 1, 1, "", "restore_with_nafnet"]], "imgutils.restore.scunet": [[66, 1, 1, "", "restore_with_scunet"]], "imgutils.sd": [[68, 0, 0, "-", "metadata"], [69, 0, 0, "-", "model"], [70, 0, 0, "-", "nai"]], "imgutils.sd.metadata": [[68, 3, 1, "", "SDMetaData"], [68, 1, 1, "", "get_sdmeta_from_image"], [68, 1, 1, "", "parse_sdmeta_from_text"], [68, 1, 1, "", "save_image_with_sdmeta"]], "imgutils.sd.metadata.SDMetaData": [[68, 4, 1, "", "__str__"], [68, 5, 1, "", "pnginfo"], [68, 5, 1, "", "text"]], "imgutils.sd.model": [[69, 1, 1, "", "read_metadata"], [69, 1, 1, "", "save_with_metadata"]], "imgutils.sd.nai": [[70, 3, 1, "", "NAIMetaData"], [70, 3, 1, "", "NAIMetadata"], [70, 1, 1, "", "add_naimeta_to_image"], [70, 1, 1, "", "get_naimeta_from_image"], [70, 1, 1, "", "save_image_with_naimeta"]], "imgutils.sd.nai.NAIMetaData": [[70, 4, 1, "", "__init__"], [70, 5, 1, "", "pnginfo"]], "imgutils.segment": [[72, 0, 0, "-", "isnetis"]], "imgutils.segment.isnetis": [[72, 1, 1, "", "get_isnetis_mask"], [72, 1, 1, "", "segment_rgba_with_isnetis"], [72, 1, 1, "", "segment_with_isnetis"]], "imgutils.tagging": [[73, 0, 0, "-", "blacklist"], [74, 0, 0, "-", "character"], [75, 0, 0, "-", "deepdanbooru"], [76, 0, 0, "-", "deepgelbooru"], [77, 0, 0, "-", "format"], [79, 0, 0, "-", "match"], [80, 0, 0, "-", "mldanbooru"], [81, 0, 0, "-", "order"], [82, 0, 0, "-", "overlap"], [83, 0, 0, "-", "wd14"]], "imgutils.tagging.blacklist": [[73, 1, 1, "", "drop_blacklisted_tags"], [73, 1, 1, "", "is_blacklisted"]], "imgutils.tagging.character": [[74, 2, 1, "", "CHAR_PREFIXES"], [74, 2, 1, "", "CHAR_SUFFIXES"], [74, 2, 1, "", "CHAR_WHITELIST_PREFIX"], [74, 2, 1, "", "CHAR_WHITELIST_SUFFIX"], [74, 2, 1, "", "CHAR_WHITELIST_WORD"], [74, 3, 1, "", "CharacterTagPool"], [74, 1, 1, "", "drop_basic_character_tags"], [74, 1, 1, "", "is_basic_character_tag"]], "imgutils.tagging.character.CharacterTagPool": [[74, 4, 1, "", "__init__"], [74, 4, 1, "", "drop_basic_character_tags"], [74, 4, 1, "", "is_basic_character_tag"]], "imgutils.tagging.deepdanbooru": [[75, 1, 1, "", "get_deepdanbooru_tags"]], "imgutils.tagging.deepgelbooru": [[76, 1, 1, "", "get_deepgelbooru_tags"]], "imgutils.tagging.format": [[77, 1, 1, "", "add_underline"], [77, 1, 1, "", "remove_underline"], [77, 1, 1, "", "tags_to_text"]], "imgutils.tagging.match": [[79, 1, 1, "", "tag_match_full"], [79, 1, 1, "", "tag_match_prefix"], [79, 1, 1, "", "tag_match_suffix"]], "imgutils.tagging.mldanbooru": [[80, 1, 1, "", "get_mldanbooru_tags"]], "imgutils.tagging.order": [[81, 1, 1, "", "sort_tags"]], "imgutils.tagging.overlap": [[82, 1, 1, "", "drop_overlap_tags"]], "imgutils.tagging.wd14": [[83, 1, 1, "", "convert_wd14_emb_to_prediction"], [83, 1, 1, "", "denormalize_wd14_emb"], [83, 1, 1, "", "get_wd14_tags"]], "imgutils.upscale": [[84, 0, 0, "-", "cdc"]], "imgutils.upscale.cdc": [[84, 1, 1, "", "upscale_with_cdc"]], "imgutils.utils": [[86, 0, 0, "-", "cache"], [87, 0, 0, "-", "func"], [89, 0, 0, "-", "onnxruntime"]], "imgutils.utils.cache": [[86, 1, 1, "", "ts_lru_cache"]], "imgutils.utils.func": [[87, 1, 1, "", "sigmoid"]], "imgutils.utils.onnxruntime": [[89, 1, 1, "", "get_onnx_provider"], [89, 1, 1, "", "open_onnx_model"]], "imgutils.validate": [[90, 0, 0, "-", "aicheck"], [91, 0, 0, "-", "bangumi_char"], [92, 0, 0, "-", "classify"], [93, 0, 0, "-", "color"], [94, 0, 0, "-", "completeness"], [95, 0, 0, "-", "dbrating"], [96, 0, 0, "-", "furry"], [98, 0, 0, "-", "monochrome"], [99, 0, 0, "-", "nsfw"], [100, 0, 0, "-", "portrait"], [101, 0, 0, "-", "rating"], [102, 0, 0, "-", "real"], [103, 0, 0, "-", "safe"], [104, 0, 0, "-", "style_age"], [105, 0, 0, "-", "teen"], [106, 0, 0, "-", "truncate"]], "imgutils.validate.aicheck": [[90, 1, 1, "", "get_ai_created_score"], [90, 1, 1, "", "is_ai_created"]], "imgutils.validate.bangumi_char": [[91, 1, 1, "", "anime_bangumi_char"], [91, 1, 1, "", "anime_bangumi_char_score"]], "imgutils.validate.classify": [[92, 1, 1, "", "anime_classify"], [92, 1, 1, "", "anime_classify_score"]], "imgutils.validate.color": [[93, 1, 1, "", "is_greyscale"]], "imgutils.validate.completeness": [[94, 1, 1, "", "anime_completeness"], [94, 1, 1, "", "anime_completeness_score"]], "imgutils.validate.dbrating": [[95, 1, 1, "", "anime_dbrating"], [95, 1, 1, "", "anime_dbrating_score"]], "imgutils.validate.furry": [[96, 1, 1, "", "anime_furry"], [96, 1, 1, "", "anime_furry_score"]], "imgutils.validate.monochrome": [[98, 1, 1, "", "get_monochrome_score"], [98, 1, 1, "", "is_monochrome"]], "imgutils.validate.nsfw": [[99, 1, 1, "", "nsfw_pred"], [99, 1, 1, "", "nsfw_pred_score"]], "imgutils.validate.portrait": [[100, 1, 1, "", "anime_portrait"], [100, 1, 1, "", "anime_portrait_score"]], "imgutils.validate.rating": [[101, 1, 1, "", "anime_rating"], [101, 1, 1, "", "anime_rating_score"]], "imgutils.validate.real": [[102, 1, 1, "", "anime_real"], [102, 1, 1, "", "anime_real_score"]], "imgutils.validate.safe": [[103, 1, 1, "", "safe_check"], [103, 1, 1, "", "safe_check_score"]], "imgutils.validate.style_age": [[104, 1, 1, "", "anime_style_age"], [104, 1, 1, "", "anime_style_age_score"]], "imgutils.validate.teen": [[105, 1, 1, "", "anime_teen"], [105, 1, 1, "", "anime_teen_score"]], "imgutils.validate.truncate": [[106, 1, 1, "", "is_truncated_file"]]}, "objtypes": {"0": "py:module", "1": "py:function", "2": "py:data", "3": "py:class", "4": "py:method", "5": "py:property", "6": "py:enum", "7": "py:attribute"}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "function", "Python function"], "2": ["py", "data", "Python data"], "3": ["py", "class", "Python class"], "4": ["py", "method", "Python method"], "5": ["py", "property", "Python property"], "6": ["py", "enum", "Python enum"], "7": ["py", "attribute", "Python attribute"]}, "titleterms": {"imgutil": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107], "ascii": [0, 1], "draw": 0, "ascii_draw": 0, "config": [2, 3], "meta": 3, "__title__": 3, "__version__": 3, "__description__": 3, "__author__": 3, "__author_email__": 3, "data": [4, 5, 6, 7, 8, 9, 10, 11, 12], "background": [4, 61], "grid_background": 4, "grid_transpar": 4, "blob": 5, "to_blob_url": 5, "load_image_from_blob_url": 5, "is_valid_image_blob_url": 5, "decod": 6, "rgb_decod": 6, "encod": 7, "rgb_encod": 7, "imag": 8, "load_imag": 8, "has_alpha_channel": 8, "layer": 10, "istack": 10, "pad": 11, "pad_image_to_s": 11, "url": 12, "download_image_from_url": 12, "is_http_url": 12, "detect": [13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25], "booru_yolo": 13, "model": [13, 69], "label": 13, "descript": 13, "avail": 13, "pp": 13, "seri": 13, "AS": 13, "aa": 13, "detect_with_booru_yolo": 13, "censor": 14, "detect_censor": 14, "ey": 15, "detect_ey": 15, "face": 16, "detect_fac": 16, "halfbodi": 17, "detect_halfbodi": 17, "hand": 18, "detect_hand": 18, "head": 19, "detect_head": 19, "nudenet": 21, "detect_with_nudenet": 21, "person": 22, "detect_person": 22, "similar": 23, "calculate_i": 23, "bboxes_similar": 23, "detection_similar": 23, "text": 24, "detect_text": 24, "visual": [25, 55], "detection_visu": 25, "edg": [26, 27, 28, 29], "canni": 26, "get_edge_by_canni": 26, "edge_image_with_canni": 26, "lineart": 28, "get_edge_by_lineart": 28, "edge_image_with_lineart": 28, "lineart_anim": 29, "get_edge_by_lineart_anim": 29, "edge_image_with_lineart_anim": 29, "gener": [30, 31, 32, 33, 34, 35], "classifi": [30, 92], "classifymodel": 30, "classify_predict_scor": 30, "classify_predict": 30, "classify_predict_fmt": 30, "clip": 31, "clipmodel": 31, "clip_image_encod": 31, "clip_text_encod": 31, "clip_predict": 31, "enhanc": 32, "imageenhanc": 32, "siglip": 34, "siglipmodel": 34, "siglip_image_encod": 34, "siglip_text_encod": 34, "siglip_predict": 34, "yolo": 35, "yolomodel": 35, "yolo_predict": 35, "metadata": [36, 37, 38, 68], "geninfo": 36, "read_geninfo_paramet": 36, "read_geninfo_exif": 36, "read_geninfo_gif": 36, "write_geninfo_paramet": 36, "write_geninfo_exif": 36, "write_geninfo_gif": 36, "lsb": 38, "read_lsb_raw_byt": 38, "read_lsb_metadata": 38, "write_lsb_raw_byt": 38, "write_lsb_metadata": 38, "lsbreaderror": 38, "lsbextractor": 38, "imagelsbdataextractor": 38, "serialize_pnginfo": 38, "serialize_json": 38, "inject_data": 38, "metric": [39, 40, 41, 42, 43, 44, 45], "aesthet": 39, "get_aesthetic_scor": 39, "ccip": 40, "ccip_extract_featur": 40, "ccip_batch_extract_featur": 40, "ccip_default_threshold": 40, "ccip_differ": 40, "ccip_sam": 40, "ccip_batch_differ": 40, "ccip_batch_sam": 40, "ccip_default_clustering_param": 40, "ccip_clust": 40, "ccip_merg": 40, "dbaesthet": 41, "anime_dbaesthet": 41, "laplacian": 43, "laplacian_scor": 43, "lpip": 44, "lpips_extract_featur": 44, "lpips_differ": 44, "lpips_clust": 44, "psnr_": 45, "psnr": 45, "ocr": 46, "detect_text_with_ocr": 46, "list_det_model": 46, "list_rec_model": 46, "oper": [47, 48, 49, 50, 51], "align": 47, "align_maxs": 47, "censor_": 48, "censor_area": 48, "censor_nsfw": 48, "basecensor": 48, "colorcensor": 48, "blurcensor": 48, "pixelatecensor": 48, "register_censor_method": 48, "imgcensor": 49, "imagebasedcensor": 49, "emojibasedcensor": 49, "singleimag": 49, "squeez": 51, "squeeze_with_transpar": 51, "pose": [52, 53, 54, 55], "dwpose": 52, "dwpose_estim": 52, "format": [53, 77], "op18keypointset": 53, "openpose18": 53, "op18_body_max": 53, "op18_body_min": 53, "op18_face_max": 53, "op18_face_min": 53, "op18_left_foot_max": 53, "op18_left_foot_min": 53, "op18_left_hand_max": 53, "op18_left_hand_min": 53, "op18_right_foot_max": 53, "op18_right_foot_min": 53, "op18_right_hand_max": 53, "op18_right_hand_min": 53, "op18_visu": 55, "preprocess": [56, 57, 58, 59, 60], "base": 56, "notparsetarget": 56, "pillow": 58, "register_pillow_transform": 58, "register_pillow_pars": 58, "create_pillow_transform": 58, "parse_pillow_transform": 58, "torchvis": 59, "register_torchvision_transform": 59, "register_torchvision_pars": 59, "create_torchvision_transform": 59, "parse_torchvision_transform": 59, "transform": 60, "register_creators_for_transform": 60, "notprocessortypeerror": 60, "create_transforms_from_transform": 60, "is_valid_size_dict": 60, "convert_to_size_dict": 60, "get_size_dict": 60, "create_clip_transform": 60, "create_transforms_from_clip_processor": 60, "create_convnext_transform": 60, "create_transforms_from_convnext_processor": 60, "create_vit_transform": 60, "create_transforms_from_vit_processor": 60, "create_siglip_transform": 60, "create_transforms_from_siglip_processor": 60, "create_bit_transform": 60, "create_transforms_from_bit_processor": 60, "create_blip_transform": 60, "create_transforms_from_blip_processor": 60, "create_mobilenetv2_transform": 60, "create_transforms_from_mobilenetv2_processor": 60, "resourc": [61, 62], "backgroundimageset": 61, "list_bg_image_fil": 61, "get_bg_image_fil": 61, "get_bg_imag": 61, "random_bg_image_fil": 61, "random_bg_imag": 61, "restor": [63, 64, 65, 66], "adversari": 63, "remove_adversarial_nois": 63, "nafnet": 65, "restore_with_nafnet": 65, "scunet": 66, "restore_with_scunet": 66, "sd": [67, 68, 69, 70], "sdmetadata": 68, "parse_sdmeta_from_text": 68, "get_sdmeta_from_imag": 68, "save_image_with_sdmeta": 68, "read_metadata": 69, "save_with_metadata": 69, "nai": 70, "naimetadata": 70, "get_naimeta_from_imag": 70, "add_naimeta_to_imag": 70, "save_image_with_naimeta": 70, "segment": [71, 72], "isneti": 72, "get_isnetis_mask": 72, "segment_with_isneti": 72, "segment_rgba_with_isneti": 72, "tag": [73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83], "blacklist": 73, "is_blacklist": 73, "drop_blacklisted_tag": 73, "charact": 74, "char_whitelist_suffix": 74, "char_whitelist_prefix": 74, "char_whitelist_word": 74, "char_suffix": 74, "char_prefix": 74, "charactertagpool": 74, "is_basic_character_tag": 74, "drop_basic_character_tag": 74, "deepdanbooru": 75, "get_deepdanbooru_tag": 75, "deepgelbooru": 76, "get_deepgelbooru_tag": 76, "add_underlin": 77, "remove_underlin": 77, "tags_to_text": 77, "match": 79, "tag_match_suffix": 79, "tag_match_prefix": 79, "tag_match_ful": 79, "mldanbooru": 80, "get_mldanbooru_tag": 80, "order": 81, "sort_tag": 81, "overlap": 82, "drop_overlap_tag": 82, "wd14": 83, "get_wd14_tag": 83, "convert_wd14_emb_to_predict": 83, "denormalize_wd14_emb": 83, "upscal": [84, 85], "cdc": 84, "upscale_with_cdc": 84, "util": [86, 87, 88, 89], "cach": 86, "ts_lru_cach": 86, "func": 87, "sigmoid": 87, "onnxruntim": 89, "get_onnx_provid": 89, "open_onnx_model": 89, "valid": [90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106], "aicheck": 90, "get_ai_created_scor": 90, "is_ai_cr": 90, "bangumi_char": 91, "anime_bangumi_char_scor": 91, "anime_bangumi_char": 91, "anime_classify_scor": 92, "anime_classifi": 92, "color": 93, "is_greyscal": 93, "complet": 94, "anime_completeness_scor": 94, "anime_complet": 94, "dbrate": 95, "anime_dbrating_scor": 95, "anime_dbr": 95, "furri": 96, "anime_furry_scor": 96, "anime_furri": 96, "monochrom": 98, "get_monochrome_scor": 98, "is_monochrom": 98, "nsfw": 99, "nsfw_pred_scor": 99, "nsfw_pred": 99, "portrait": 100, "anime_portrait_scor": 100, "anime_portrait": 100, "rate": 101, "anime_rating_scor": 101, "anime_r": [101, 102], "real": 102, "anime_real_scor": 102, "safe": 103, "safe_check_scor": 103, "safe_check": 103, "style_ag": 104, "anime_style_age_scor": 104, "anime_style_ag": 104, "teen": 105, "anime_teen_scor": 105, "anime_teen": 105, "truncat": 106, "is_truncated_fil": 106, "welcom": 107, "": 107, "document": 107, "overview": 107, "tutori": 107, "inform": [107, 108, 109], "api": 107, "run": [108, 109], "environ": [108, 109], "instal": 110, "quick": 111, "start": 111}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.viewcode": 1, "sphinx.ext.todo": 2, "nbsphinx": 4, "sphinx": 58}, "alltitles": {"imgutils.ascii.drawing": [[0, "module-imgutils.ascii.drawing"]], "ascii_drawing": [[0, "ascii-drawing"]], "imgutils.ascii": [[1, "module-imgutils.ascii"]], "imgutils.config": [[2, "module-imgutils.config"]], "imgutils.config.meta": [[3, "module-imgutils.config.meta"]], "__TITLE__": [[3, "title"]], "__VERSION__": [[3, "version"]], "__DESCRIPTION__": [[3, "description"]], "__AUTHOR__": [[3, "author"]], "__AUTHOR_EMAIL__": [[3, "author-email"]], "imgutils.data.background": [[4, "module-imgutils.data.background"]], "grid_background": [[4, "grid-background"]], "grid_transparent": [[4, "grid-transparent"]], "imgutils.data.blob": [[5, "module-imgutils.data.blob"]], "to_blob_url": [[5, "to-blob-url"]], "load_image_from_blob_url": [[5, "load-image-from-blob-url"]], "is_valid_image_blob_url": [[5, "is-valid-image-blob-url"]], "imgutils.data.decode": [[6, "module-imgutils.data.decode"]], "rgb_decode": [[6, "rgb-decode"]], "imgutils.data.encode": [[7, "module-imgutils.data.encode"]], "rgb_encode": [[7, "rgb-encode"]], "imgutils.data.image": [[8, "module-imgutils.data.image"]], "load_image": [[8, "load-image"]], "load_images": [[8, "load-images"]], "has_alpha_channel": [[8, "has-alpha-channel"]], "imgutils.data": [[9, "module-imgutils.data"]], "imgutils.data.layer": [[10, "module-imgutils.data.layer"]], "istack": [[10, "istack"]], "imgutils.data.pad": [[11, "module-imgutils.data.pad"]], "pad_image_to_size": [[11, "pad-image-to-size"]], "imgutils.data.url": [[12, "module-imgutils.data.url"]], "download_image_from_url": [[12, "download-image-from-url"]], "is_http_url": [[12, "is-http-url"]], "imgutils.detect.booru_yolo": [[13, "module-imgutils.detect.booru_yolo"]], "Model Labels and Descriptions": [[13, "id1"]], "Available Models (PP Series)": [[13, "id2"]], "Available Models (AS Series)": [[13, "id3"]], "Available Models (AA Series)": [[13, "id4"]], "detect_with_booru_yolo": [[13, "detect-with-booru-yolo"]], "imgutils.detect.censor": [[14, "module-imgutils.detect.censor"]], "detect_censors": [[14, "detect-censors"]], "imgutils.detect.eye": [[15, "module-imgutils.detect.eye"]], "detect_eyes": [[15, "detect-eyes"]], "imgutils.detect.face": [[16, "module-imgutils.detect.face"]], "detect_faces": [[16, "detect-faces"]], "imgutils.detect.halfbody": [[17, "module-imgutils.detect.halfbody"]], "detect_halfbody": [[17, "detect-halfbody"]], "imgutils.detect.hand": [[18, "module-imgutils.detect.hand"]], "detect_hands": [[18, "detect-hands"]], "imgutils.detect.head": [[19, "module-imgutils.detect.head"]], "detect_heads": [[19, "detect-heads"]], "imgutils.detect": [[20, "module-imgutils.detect"]], "imgutils.detect.nudenet": [[21, "module-imgutils.detect.nudenet"]], "detect_with_nudenet": [[21, "detect-with-nudenet"]], "imgutils.detect.person": [[22, "module-imgutils.detect.person"]], "detect_person": [[22, "detect-person"]], "imgutils.detect.similarity": [[23, "module-imgutils.detect.similarity"]], "calculate_iou": [[23, "calculate-iou"]], "bboxes_similarity": [[23, "bboxes-similarity"]], "detection_similarity": [[23, "detection-similarity"]], "imgutils.detect.text": [[24, "module-imgutils.detect.text"]], "detect_text": [[24, "detect-text"]], "imgutils.detect.visual": [[25, "module-imgutils.detect.visual"]], "detection_visualize": [[25, "detection-visualize"]], "imgutils.edge.canny": [[26, "module-imgutils.edge.canny"]], "get_edge_by_canny": [[26, "get-edge-by-canny"]], "edge_image_with_canny": [[26, "edge-image-with-canny"]], "imgutils.edge": [[27, "module-imgutils.edge"]], "imgutils.edge.lineart": [[28, "module-imgutils.edge.lineart"]], "get_edge_by_lineart": [[28, "get-edge-by-lineart"]], "edge_image_with_lineart": [[28, "edge-image-with-lineart"]], "imgutils.edge.lineart_anime": [[29, "module-imgutils.edge.lineart_anime"]], "get_edge_by_lineart_anime": [[29, "get-edge-by-lineart-anime"]], "edge_image_with_lineart_anime": [[29, "edge-image-with-lineart-anime"]], "imgutils.generic.classify": [[30, "module-imgutils.generic.classify"]], "ClassifyModel": [[30, "classifymodel"]], "classify_predict_score": [[30, "classify-predict-score"]], "classify_predict": [[30, "classify-predict"]], "classify_predict_fmt": [[30, "classify-predict-fmt"]], "imgutils.generic.clip": [[31, "module-imgutils.generic.clip"]], "CLIPModel": [[31, "clipmodel"]], "clip_image_encode": [[31, "clip-image-encode"]], "clip_text_encode": [[31, "clip-text-encode"]], "clip_predict": [[31, "clip-predict"]], "imgutils.generic.enhance": [[32, "module-imgutils.generic.enhance"]], "ImageEnhancer": [[32, "imageenhancer"]], "imgutils.generic": [[33, "module-imgutils.generic"]], "imgutils.generic.siglip": [[34, "module-imgutils.generic.siglip"]], "SigLIPModel": [[34, "siglipmodel"]], "siglip_image_encode": [[34, "siglip-image-encode"]], "siglip_text_encode": [[34, "siglip-text-encode"]], "siglip_predict": [[34, "siglip-predict"]], "imgutils.generic.yolo": [[35, "module-imgutils.generic.yolo"]], "YOLOModel": [[35, "yolomodel"]], "yolo_predict": [[35, "yolo-predict"]], "imgutils.metadata.geninfo": [[36, "module-imgutils.metadata.geninfo"]], "read_geninfo_parameters": [[36, "read-geninfo-parameters"]], "read_geninfo_exif": [[36, "read-geninfo-exif"]], "read_geninfo_gif": [[36, "read-geninfo-gif"]], "write_geninfo_parameters": [[36, "write-geninfo-parameters"]], "write_geninfo_exif": [[36, "write-geninfo-exif"]], "write_geninfo_gif": [[36, "write-geninfo-gif"]], "imgutils.metadata": [[37, "module-imgutils.metadata"]], "imgutils.metadata.lsb": [[38, "module-imgutils.metadata.lsb"]], "read_lsb_raw_bytes": [[38, "read-lsb-raw-bytes"]], "read_lsb_metadata": [[38, "read-lsb-metadata"]], "write_lsb_raw_bytes": [[38, "write-lsb-raw-bytes"]], "write_lsb_metadata": [[38, "write-lsb-metadata"]], "LSBReadError": [[38, "lsbreaderror"]], "LSBExtractor": [[38, "lsbextractor"]], "ImageLsbDataExtractor": [[38, "imagelsbdataextractor"]], "serialize_pnginfo": [[38, "serialize-pnginfo"]], "serialize_json": [[38, "serialize-json"]], "inject_data": [[38, "inject-data"]], "imgutils.metrics.aesthetic": [[39, "module-imgutils.metrics.aesthetic"]], "get_aesthetic_score": [[39, "get-aesthetic-score"]], "imgutils.metrics.ccip": [[40, "module-imgutils.metrics.ccip"]], "ccip_extract_feature": [[40, "ccip-extract-feature"]], "ccip_batch_extract_features": [[40, "ccip-batch-extract-features"]], "ccip_default_threshold": [[40, "ccip-default-threshold"]], "ccip_difference": [[40, "ccip-difference"]], "ccip_same": [[40, "ccip-same"]], "ccip_batch_differences": [[40, "ccip-batch-differences"]], "ccip_batch_same": [[40, "ccip-batch-same"]], "ccip_default_clustering_params": [[40, "ccip-default-clustering-params"]], "ccip_clustering": [[40, "ccip-clustering"]], "ccip_merge": [[40, "ccip-merge"]], "imgutils.metrics.dbaesthetic": [[41, "module-imgutils.metrics.dbaesthetic"]], "anime_dbaesthetic": [[41, "anime-dbaesthetic"]], "imgutils.metrics": [[42, "module-imgutils.metrics"]], "imgutils.metrics.laplacian": [[43, "module-imgutils.metrics.laplacian"]], "laplacian_score": [[43, "laplacian-score"]], "imgutils.metrics.lpips": [[44, "module-imgutils.metrics.lpips"]], "lpips_extract_feature": [[44, "lpips-extract-feature"]], "lpips_difference": [[44, "lpips-difference"]], "lpips_clustering": [[44, "lpips-clustering"]], "imgutils.metrics.psnr_": [[45, "module-imgutils.metrics.psnr_"]], "psnr": [[45, "id1"]], "imgutils.ocr": [[46, "module-imgutils.ocr"]], "detect_text_with_ocr": [[46, "detect-text-with-ocr"]], "ocr": [[46, "ocr"]], "list_det_models": [[46, "list-det-models"]], "list_rec_models": [[46, "list-rec-models"]], "imgutils.operate.align": [[47, "module-imgutils.operate.align"]], "align_maxsize": [[47, "align-maxsize"]], "imgutils.operate.censor_": [[48, "module-imgutils.operate.censor_"]], "censor_areas": [[48, "censor-areas"]], "censor_nsfw": [[48, "censor-nsfw"]], "BaseCensor": [[48, "basecensor"]], "ColorCensor": [[48, "colorcensor"]], "BlurCensor": [[48, "blurcensor"]], "PixelateCensor": [[48, "pixelatecensor"]], "register_censor_method": [[48, "register-censor-method"]], "imgutils.operate.imgcensor": [[49, "module-imgutils.operate.imgcensor"]], "ImageBasedCensor": [[49, "imagebasedcensor"]], "EmojiBasedCensor": [[49, "emojibasedcensor"]], "SingleImage": [[49, "singleimage"]], "imgutils.operate": [[50, "module-imgutils.operate"]], "imgutils.operate.squeeze": [[51, "module-imgutils.operate.squeeze"]], "squeeze": [[51, "squeeze"]], "squeeze_with_transparency": [[51, "squeeze-with-transparency"]], "imgutils.pose.dwpose": [[52, "module-imgutils.pose.dwpose"]], "dwpose_estimate": [[52, "dwpose-estimate"]], "imgutils.pose.format": [[53, "module-imgutils.pose.format"]], "OP18KeyPointSet": [[53, "op18keypointset"]], "OpenPose18": [[53, "openpose18"]], "OP18_BODY_MAX": [[53, "op18-body-max"]], "OP18_BODY_MIN": [[53, "op18-body-min"]], "OP18_FACE_MAX": [[53, "op18-face-max"]], "OP18_FACE_MIN": [[53, "op18-face-min"]], "OP18_LEFT_FOOT_MAX": [[53, "op18-left-foot-max"]], "OP18_LEFT_FOOT_MIN": [[53, "op18-left-foot-min"]], "OP18_LEFT_HAND_MAX": [[53, "op18-left-hand-max"]], "OP18_LEFT_HAND_MIN": [[53, "op18-left-hand-min"]], "OP18_RIGHT_FOOT_MAX": [[53, "op18-right-foot-max"]], "OP18_RIGHT_FOOT_MIN": [[53, "op18-right-foot-min"]], "OP18_RIGHT_HAND_MAX": [[53, "op18-right-hand-max"]], "OP18_RIGHT_HAND_MIN": [[53, "op18-right-hand-min"]], "imgutils.pose": [[54, "module-imgutils.pose"]], "imgutils.pose.visual": [[55, "module-imgutils.pose.visual"]], "op18_visualize": [[55, "op18-visualize"]], "imgutils.preprocess.base": [[56, "module-imgutils.preprocess.base"]], "NotParseTarget": [[56, "notparsetarget"]], "imgutils.preprocess": [[57, "module-imgutils.preprocess"]], "imgutils.preprocess.pillow": [[58, "module-imgutils.preprocess.pillow"]], "register_pillow_transform": [[58, "register-pillow-transform"]], "register_pillow_parse": [[58, "register-pillow-parse"]], "create_pillow_transforms": [[58, "create-pillow-transforms"]], "parse_pillow_transforms": [[58, "parse-pillow-transforms"]], "imgutils.preprocess.torchvision": [[59, "module-imgutils.preprocess.torchvision"]], "register_torchvision_transform": [[59, "register-torchvision-transform"]], "register_torchvision_parse": [[59, "register-torchvision-parse"]], "create_torchvision_transforms": [[59, "create-torchvision-transforms"]], "parse_torchvision_transforms": [[59, "parse-torchvision-transforms"]], "imgutils.preprocess.transformers": [[60, "module-imgutils.preprocess.transformers"]], "register_creators_for_transformers": [[60, "register-creators-for-transformers"]], "NotProcessorTypeError": [[60, "notprocessortypeerror"]], "create_transforms_from_transformers": [[60, "create-transforms-from-transformers"]], "is_valid_size_dict": [[60, "is-valid-size-dict"]], "convert_to_size_dict": [[60, "convert-to-size-dict"]], "get_size_dict": [[60, "get-size-dict"]], "create_clip_transforms": [[60, "create-clip-transforms"]], "create_transforms_from_clip_processor": [[60, "create-transforms-from-clip-processor"]], "create_convnext_transforms": [[60, "create-convnext-transforms"]], "create_transforms_from_convnext_processor": [[60, "create-transforms-from-convnext-processor"]], "create_vit_transforms": [[60, "create-vit-transforms"]], "create_transforms_from_vit_processor": [[60, "create-transforms-from-vit-processor"]], "create_siglip_transforms": [[60, "create-siglip-transforms"]], "create_transforms_from_siglip_processor": [[60, "create-transforms-from-siglip-processor"]], "create_bit_transforms": [[60, "create-bit-transforms"]], "create_transforms_from_bit_processor": [[60, "create-transforms-from-bit-processor"]], "create_blip_transforms": [[60, "create-blip-transforms"]], "create_transforms_from_blip_processor": [[60, "create-transforms-from-blip-processor"]], "create_mobilenetv2_transforms": [[60, "create-mobilenetv2-transforms"]], "create_transforms_from_mobilenetv2_processor": [[60, "create-transforms-from-mobilenetv2-processor"]], "imgutils.resource.background": [[61, "module-imgutils.resource.background"]], "BackgroundImageSet": [[61, "backgroundimageset"]], "list_bg_image_files": [[61, "list-bg-image-files"]], "get_bg_image_file": [[61, "get-bg-image-file"]], "get_bg_image": [[61, "get-bg-image"]], "random_bg_image_file": [[61, "random-bg-image-file"]], "random_bg_image": [[61, "random-bg-image"]], "imgutils.resource": [[62, "module-imgutils.resource"]], "imgutils.restore.adversarial": [[63, "module-imgutils.restore.adversarial"]], "remove_adversarial_noise": [[63, "remove-adversarial-noise"]], "imgutils.restore": [[64, "module-imgutils.restore"]], "imgutils.restore.nafnet": [[65, "module-imgutils.restore.nafnet"]], "restore_with_nafnet": [[65, "restore-with-nafnet"]], "imgutils.restore.scunet": [[66, "module-imgutils.restore.scunet"]], "restore_with_scunet": [[66, "restore-with-scunet"]], "imgutils.sd": [[67, "module-imgutils.sd"]], "imgutils.sd.metadata": [[68, "module-imgutils.sd.metadata"]], "SDMetaData": [[68, "sdmetadata"]], "parse_sdmeta_from_text": [[68, "parse-sdmeta-from-text"]], "get_sdmeta_from_image": [[68, "get-sdmeta-from-image"]], "save_image_with_sdmeta": [[68, "save-image-with-sdmeta"]], "imgutils.sd.model": [[69, "module-imgutils.sd.model"]], "read_metadata": [[69, "read-metadata"]], "save_with_metadata": [[69, "save-with-metadata"]], "imgutils.sd.nai": [[70, "module-imgutils.sd.nai"]], "NAIMetaData": [[70, "naimetadata"]], "NAIMetadata": [[70, "id1"]], "get_naimeta_from_image": [[70, "get-naimeta-from-image"]], "add_naimeta_to_image": [[70, "add-naimeta-to-image"]], "save_image_with_naimeta": [[70, "save-image-with-naimeta"]], "imgutils.segment": [[71, "module-imgutils.segment"]], "imgutils.segment.isnetis": [[72, "module-imgutils.segment.isnetis"]], "get_isnetis_mask": [[72, "get-isnetis-mask"]], "segment_with_isnetis": [[72, "segment-with-isnetis"]], "segment_rgba_with_isnetis": [[72, "segment-rgba-with-isnetis"]], "imgutils.tagging.blacklist": [[73, "module-imgutils.tagging.blacklist"]], "is_blacklisted": [[73, "is-blacklisted"]], "drop_blacklisted_tags": [[73, "drop-blacklisted-tags"]], "imgutils.tagging.character": [[74, "module-imgutils.tagging.character"]], "CHAR_WHITELIST_SUFFIX": [[74, "char-whitelist-suffix"]], "CHAR_WHITELIST_PREFIX": [[74, "char-whitelist-prefix"]], "CHAR_WHITELIST_WORD": [[74, "char-whitelist-word"]], "CHAR_SUFFIXES": [[74, "char-suffixes"]], "CHAR_PREFIXES": [[74, "char-prefixes"]], "CharacterTagPool": [[74, "charactertagpool"]], "is_basic_character_tag": [[74, "is-basic-character-tag"]], "drop_basic_character_tags": [[74, "drop-basic-character-tags"]], "imgutils.tagging.deepdanbooru": [[75, "module-imgutils.tagging.deepdanbooru"]], "get_deepdanbooru_tags": [[75, "get-deepdanbooru-tags"]], "imgutils.tagging.deepgelbooru": [[76, "module-imgutils.tagging.deepgelbooru"]], "get_deepgelbooru_tags": [[76, "get-deepgelbooru-tags"]], "imgutils.tagging.format": [[77, "module-imgutils.tagging.format"]], "add_underline": [[77, "add-underline"]], "remove_underline": [[77, "remove-underline"]], "tags_to_text": [[77, "tags-to-text"]], "imgutils.tagging": [[78, "module-imgutils.tagging"]], "imgutils.tagging.match": [[79, "module-imgutils.tagging.match"]], "tag_match_suffix": [[79, "tag-match-suffix"]], "tag_match_prefix": [[79, "tag-match-prefix"]], "tag_match_full": [[79, "tag-match-full"]], "imgutils.tagging.mldanbooru": [[80, "module-imgutils.tagging.mldanbooru"]], "get_mldanbooru_tags": [[80, "get-mldanbooru-tags"]], "imgutils.tagging.order": [[81, "module-imgutils.tagging.order"]], "sort_tags": [[81, "sort-tags"]], "imgutils.tagging.overlap": [[82, "module-imgutils.tagging.overlap"]], "drop_overlap_tags": [[82, "drop-overlap-tags"]], "imgutils.tagging.wd14": [[83, "module-imgutils.tagging.wd14"]], "get_wd14_tags": [[83, "get-wd14-tags"]], "convert_wd14_emb_to_prediction": [[83, "convert-wd14-emb-to-prediction"]], "denormalize_wd14_emb": [[83, "denormalize-wd14-emb"]], "imgutils.upscale.cdc": [[84, "module-imgutils.upscale.cdc"]], "upscale_with_cdc": [[84, "upscale-with-cdc"]], "imgutils.upscale": [[85, "module-imgutils.upscale"]], "imgutils.utils.cache": [[86, "module-imgutils.utils.cache"]], "ts_lru_cache": [[86, "ts-lru-cache"]], "imgutils.utils.func": [[87, "module-imgutils.utils.func"]], "sigmoid": [[87, "sigmoid"]], "imgutils.utils": [[88, "module-imgutils.utils"]], "imgutils.utils.onnxruntime": [[89, "module-imgutils.utils.onnxruntime"]], "get_onnx_provider": [[89, "get-onnx-provider"]], "open_onnx_model": [[89, "open-onnx-model"]], "imgutils.validate.aicheck": [[90, "module-imgutils.validate.aicheck"]], "get_ai_created_score": [[90, "get-ai-created-score"]], "is_ai_created": [[90, "is-ai-created"]], "imgutils.validate.bangumi_char": [[91, "module-imgutils.validate.bangumi_char"]], "anime_bangumi_char_score": [[91, "anime-bangumi-char-score"]], "anime_bangumi_char": [[91, "anime-bangumi-char"]], "imgutils.validate.classify": [[92, "module-imgutils.validate.classify"]], "anime_classify_score": [[92, "anime-classify-score"]], "anime_classify": [[92, "anime-classify"]], "imgutils.validate.color": [[93, "module-imgutils.validate.color"]], "is_greyscale": [[93, "is-greyscale"]], "imgutils.validate.completeness": [[94, "module-imgutils.validate.completeness"]], "anime_completeness_score": [[94, "anime-completeness-score"]], "anime_completeness": [[94, "anime-completeness"]], "imgutils.validate.dbrating": [[95, "module-imgutils.validate.dbrating"]], "anime_dbrating_score": [[95, "anime-dbrating-score"]], "anime_dbrating": [[95, "anime-dbrating"]], "imgutils.validate.furry": [[96, "module-imgutils.validate.furry"]], "anime_furry_score": [[96, "anime-furry-score"]], "anime_furry": [[96, "anime-furry"]], "imgutils.validate": [[97, "module-imgutils.validate"]], "imgutils.validate.monochrome": [[98, "module-imgutils.validate.monochrome"]], "get_monochrome_score": [[98, "get-monochrome-score"]], "is_monochrome": [[98, "is-monochrome"]], "imgutils.validate.nsfw": [[99, "module-imgutils.validate.nsfw"]], "nsfw_pred_score": [[99, "nsfw-pred-score"]], "nsfw_pred": [[99, "nsfw-pred"]], "imgutils.validate.portrait": [[100, "module-imgutils.validate.portrait"]], "anime_portrait_score": [[100, "anime-portrait-score"]], "anime_portrait": [[100, "anime-portrait"]], "imgutils.validate.rating": [[101, "module-imgutils.validate.rating"]], "anime_rating_score": [[101, "anime-rating-score"]], "anime_rating": [[101, "anime-rating"]], "imgutils.validate.real": [[102, "module-imgutils.validate.real"]], "anime_real_score": [[102, "anime-real-score"]], "anime_real": [[102, "anime-real"]], "imgutils.validate.safe": [[103, "module-imgutils.validate.safe"]], "safe_check_score": [[103, "safe-check-score"]], "safe_check": [[103, "safe-check"]], "imgutils.validate.style_age": [[104, "module-imgutils.validate.style_age"]], "anime_style_age_score": [[104, "anime-style-age-score"]], "anime_style_age": [[104, "anime-style-age"]], "imgutils.validate.teen": [[105, "module-imgutils.validate.teen"]], "anime_teen_score": [[105, "anime-teen-score"]], "anime_teen": [[105, "anime-teen"]], "imgutils.validate.truncate": [[106, "module-imgutils.validate.truncate"]], "is_truncated_file": [[106, "is-truncated-file"]], "Welcome to imgutils\u2019s Documentation": [[107, "welcome-to-imgutils-s-documentation"]], "Overview": [[107, "overview"]], "Tutorials": [[107, null]], "Information": [[107, null]], "API Documentation": [[107, null]], "Run Environment Information": [[108, "Run-Environment-Information"], [109, "Run-Environment-Information"]], "Installation": [[110, "installation"]], "Quick Start": [[111, "quick-start"]]}, "indexentries": {"ascii_drawing() (in module imgutils.ascii.drawing)": [[0, "imgutils.ascii.drawing.ascii_drawing"]], "imgutils.ascii.drawing": [[0, "module-imgutils.ascii.drawing"]], "module": [[0, "module-imgutils.ascii.drawing"], [1, "module-imgutils.ascii"], [2, "module-imgutils.config"], [3, "module-imgutils.config.meta"], [4, "module-imgutils.data.background"], [5, "module-imgutils.data.blob"], [6, "module-imgutils.data.decode"], [7, "module-imgutils.data.encode"], [8, "module-imgutils.data.image"], [9, "module-imgutils.data"], [10, "module-imgutils.data.layer"], [11, "module-imgutils.data.pad"], [12, "module-imgutils.data.url"], [13, "module-imgutils.detect.booru_yolo"], [14, "module-imgutils.detect.censor"], [15, "module-imgutils.detect.eye"], [16, "module-imgutils.detect.face"], [17, "module-imgutils.detect.halfbody"], [18, "module-imgutils.detect.hand"], [19, "module-imgutils.detect.head"], [20, "module-imgutils.detect"], [21, "module-imgutils.detect.nudenet"], [22, "module-imgutils.detect.person"], [23, "module-imgutils.detect.similarity"], [24, "module-imgutils.detect.text"], [25, "module-imgutils.detect.visual"], [26, "module-imgutils.edge.canny"], [27, "module-imgutils.edge"], [28, "module-imgutils.edge.lineart"], [29, "module-imgutils.edge.lineart_anime"], [30, "module-imgutils.generic.classify"], [31, "module-imgutils.generic.clip"], [32, "module-imgutils.generic.enhance"], [33, "module-imgutils.generic"], [34, "module-imgutils.generic.siglip"], [35, "module-imgutils.generic.yolo"], [36, "module-imgutils.metadata.geninfo"], [37, "module-imgutils.metadata"], [38, "module-imgutils.metadata.lsb"], [39, "module-imgutils.metrics.aesthetic"], [40, "module-imgutils.metrics.ccip"], [41, "module-imgutils.metrics.dbaesthetic"], [42, "module-imgutils.metrics"], [43, "module-imgutils.metrics.laplacian"], [44, "module-imgutils.metrics.lpips"], [45, "module-imgutils.metrics.psnr_"], [46, "module-imgutils.ocr"], [47, "module-imgutils.operate.align"], [48, "module-imgutils.operate.censor_"], [49, "module-imgutils.operate.imgcensor"], [50, "module-imgutils.operate"], [51, "module-imgutils.operate.squeeze"], [52, "module-imgutils.pose.dwpose"], [53, "module-imgutils.pose.format"], [54, "module-imgutils.pose"], [55, "module-imgutils.pose.visual"], [56, "module-imgutils.preprocess.base"], [57, "module-imgutils.preprocess"], [58, "module-imgutils.preprocess.pillow"], [59, "module-imgutils.preprocess.torchvision"], [60, "module-imgutils.preprocess.transformers"], [61, "module-imgutils.resource.background"], [62, "module-imgutils.resource"], [63, "module-imgutils.restore.adversarial"], [64, "module-imgutils.restore"], [65, "module-imgutils.restore.nafnet"], [66, "module-imgutils.restore.scunet"], [67, "module-imgutils.sd"], [68, "module-imgutils.sd.metadata"], [69, "module-imgutils.sd.model"], [70, "module-imgutils.sd.nai"], [71, "module-imgutils.segment"], [72, "module-imgutils.segment.isnetis"], [73, "module-imgutils.tagging.blacklist"], [74, "module-imgutils.tagging.character"], [75, "module-imgutils.tagging.deepdanbooru"], [76, "module-imgutils.tagging.deepgelbooru"], [77, "module-imgutils.tagging.format"], [78, "module-imgutils.tagging"], [79, "module-imgutils.tagging.match"], [80, "module-imgutils.tagging.mldanbooru"], [81, "module-imgutils.tagging.order"], [82, "module-imgutils.tagging.overlap"], [83, "module-imgutils.tagging.wd14"], [84, "module-imgutils.upscale.cdc"], [85, "module-imgutils.upscale"], [86, "module-imgutils.utils.cache"], [87, "module-imgutils.utils.func"], [88, "module-imgutils.utils"], [89, "module-imgutils.utils.onnxruntime"], [90, "module-imgutils.validate.aicheck"], [91, "module-imgutils.validate.bangumi_char"], [92, "module-imgutils.validate.classify"], [93, "module-imgutils.validate.color"], [94, "module-imgutils.validate.completeness"], [95, "module-imgutils.validate.dbrating"], [96, "module-imgutils.validate.furry"], [97, "module-imgutils.validate"], [98, "module-imgutils.validate.monochrome"], [99, "module-imgutils.validate.nsfw"], [100, "module-imgutils.validate.portrait"], [101, "module-imgutils.validate.rating"], [102, "module-imgutils.validate.real"], [103, "module-imgutils.validate.safe"], [104, "module-imgutils.validate.style_age"], [105, "module-imgutils.validate.teen"], [106, "module-imgutils.validate.truncate"]], "imgutils.ascii": [[1, "module-imgutils.ascii"]], "imgutils.config": [[2, "module-imgutils.config"]], "__author_email__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__AUTHOR_EMAIL__"]], "__author__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__AUTHOR__"]], "__description__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__DESCRIPTION__"]], "__title__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__TITLE__"]], "__version__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__VERSION__"]], "imgutils.config.meta": [[3, "module-imgutils.config.meta"]], "grid_background() (in module imgutils.data.background)": [[4, "imgutils.data.background.grid_background"]], "grid_transparent() (in module imgutils.data.background)": [[4, "imgutils.data.background.grid_transparent"]], "imgutils.data.background": [[4, "module-imgutils.data.background"]], "imgutils.data.blob": [[5, "module-imgutils.data.blob"]], "is_valid_image_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.is_valid_image_blob_url"]], "load_image_from_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.load_image_from_blob_url"]], "to_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.to_blob_url"]], "imgutils.data.decode": [[6, "module-imgutils.data.decode"]], "rgb_decode() (in module imgutils.data.decode)": [[6, "imgutils.data.decode.rgb_decode"]], "imgutils.data.encode": [[7, "module-imgutils.data.encode"]], "rgb_encode() (in module imgutils.data.encode)": [[7, "imgutils.data.encode.rgb_encode"]], "has_alpha_channel() (in module imgutils.data.image)": [[8, "imgutils.data.image.has_alpha_channel"]], "imgutils.data.image": [[8, "module-imgutils.data.image"]], "load_image() (in module imgutils.data.image)": [[8, "imgutils.data.image.load_image"]], "load_images() (in module imgutils.data.image)": [[8, "imgutils.data.image.load_images"]], "imgutils.data": [[9, "module-imgutils.data"]], "imgutils.data.layer": [[10, "module-imgutils.data.layer"]], "istack() (in module imgutils.data.layer)": [[10, "imgutils.data.layer.istack"]], "imgutils.data.pad": [[11, "module-imgutils.data.pad"]], "pad_image_to_size() (in module imgutils.data.pad)": [[11, "imgutils.data.pad.pad_image_to_size"]], "download_image_from_url() (in module imgutils.data.url)": [[12, "imgutils.data.url.download_image_from_url"]], "imgutils.data.url": [[12, "module-imgutils.data.url"]], "is_http_url() (in module imgutils.data.url)": [[12, "imgutils.data.url.is_http_url"]], "detect_with_booru_yolo() (in module imgutils.detect.booru_yolo)": [[13, "imgutils.detect.booru_yolo.detect_with_booru_yolo"]], "imgutils.detect.booru_yolo": [[13, "module-imgutils.detect.booru_yolo"]], "detect_censors() (in module imgutils.detect.censor)": [[14, "imgutils.detect.censor.detect_censors"]], "imgutils.detect.censor": [[14, "module-imgutils.detect.censor"]], "detect_eyes() (in module imgutils.detect.eye)": [[15, "imgutils.detect.eye.detect_eyes"]], "imgutils.detect.eye": [[15, "module-imgutils.detect.eye"]], "detect_faces() (in module imgutils.detect.face)": [[16, "imgutils.detect.face.detect_faces"]], "imgutils.detect.face": [[16, "module-imgutils.detect.face"]], "detect_halfbody() (in module imgutils.detect.halfbody)": [[17, "imgutils.detect.halfbody.detect_halfbody"]], "imgutils.detect.halfbody": [[17, "module-imgutils.detect.halfbody"]], "detect_hands() (in module imgutils.detect.hand)": [[18, "imgutils.detect.hand.detect_hands"]], "imgutils.detect.hand": [[18, "module-imgutils.detect.hand"]], "detect_heads() (in module imgutils.detect.head)": [[19, "imgutils.detect.head.detect_heads"]], "imgutils.detect.head": [[19, "module-imgutils.detect.head"]], "imgutils.detect": [[20, "module-imgutils.detect"]], "detect_with_nudenet() (in module imgutils.detect.nudenet)": [[21, "imgutils.detect.nudenet.detect_with_nudenet"]], "imgutils.detect.nudenet": [[21, "module-imgutils.detect.nudenet"]], "detect_person() (in module imgutils.detect.person)": [[22, "imgutils.detect.person.detect_person"]], "imgutils.detect.person": [[22, "module-imgutils.detect.person"]], "bboxes_similarity() (in module imgutils.detect.similarity)": [[23, "imgutils.detect.similarity.bboxes_similarity"]], "calculate_iou() (in module imgutils.detect.similarity)": [[23, "imgutils.detect.similarity.calculate_iou"]], "detection_similarity() (in module imgutils.detect.similarity)": [[23, "imgutils.detect.similarity.detection_similarity"]], "imgutils.detect.similarity": [[23, "module-imgutils.detect.similarity"]], "detect_text() (in module imgutils.detect.text)": [[24, "imgutils.detect.text.detect_text"]], "imgutils.detect.text": [[24, "module-imgutils.detect.text"]], "detection_visualize() (in module imgutils.detect.visual)": [[25, "imgutils.detect.visual.detection_visualize"]], "imgutils.detect.visual": [[25, "module-imgutils.detect.visual"]], "edge_image_with_canny() (in module imgutils.edge.canny)": [[26, "imgutils.edge.canny.edge_image_with_canny"]], "get_edge_by_canny() (in module imgutils.edge.canny)": [[26, "imgutils.edge.canny.get_edge_by_canny"]], "imgutils.edge.canny": [[26, "module-imgutils.edge.canny"]], "imgutils.edge": [[27, "module-imgutils.edge"]], "edge_image_with_lineart() (in module imgutils.edge.lineart)": [[28, "imgutils.edge.lineart.edge_image_with_lineart"]], "get_edge_by_lineart() (in module imgutils.edge.lineart)": [[28, "imgutils.edge.lineart.get_edge_by_lineart"]], "imgutils.edge.lineart": [[28, "module-imgutils.edge.lineart"]], "edge_image_with_lineart_anime() (in module imgutils.edge.lineart_anime)": [[29, "imgutils.edge.lineart_anime.edge_image_with_lineart_anime"]], "get_edge_by_lineart_anime() (in module imgutils.edge.lineart_anime)": [[29, "imgutils.edge.lineart_anime.get_edge_by_lineart_anime"]], "imgutils.edge.lineart_anime": [[29, "module-imgutils.edge.lineart_anime"]], "classifymodel (class in imgutils.generic.classify)": [[30, "imgutils.generic.classify.ClassifyModel"]], "__init__() (imgutils.generic.classify.classifymodel method)": [[30, "imgutils.generic.classify.ClassifyModel.__init__"]], "classify_predict() (in module imgutils.generic.classify)": [[30, "imgutils.generic.classify.classify_predict"]], "classify_predict_fmt() (in module imgutils.generic.classify)": [[30, "imgutils.generic.classify.classify_predict_fmt"]], "classify_predict_score() (in module imgutils.generic.classify)": [[30, "imgutils.generic.classify.classify_predict_score"]], "clear() (imgutils.generic.classify.classifymodel method)": [[30, "imgutils.generic.classify.ClassifyModel.clear"]], "imgutils.generic.classify": [[30, "module-imgutils.generic.classify"]], "launch_demo() (imgutils.generic.classify.classifymodel method)": [[30, "imgutils.generic.classify.ClassifyModel.launch_demo"]], "make_ui() (imgutils.generic.classify.classifymodel method)": [[30, "imgutils.generic.classify.ClassifyModel.make_ui"]], "predict() (imgutils.generic.classify.classifymodel method)": [[30, "imgutils.generic.classify.ClassifyModel.predict"]], "predict_fmt() (imgutils.generic.classify.classifymodel method)": [[30, "imgutils.generic.classify.ClassifyModel.predict_fmt"]], "predict_score() (imgutils.generic.classify.classifymodel method)": [[30, "imgutils.generic.classify.ClassifyModel.predict_score"]], "clipmodel (class in imgutils.generic.clip)": [[31, "imgutils.generic.clip.CLIPModel"]], "__init__() (imgutils.generic.clip.clipmodel method)": [[31, "imgutils.generic.clip.CLIPModel.__init__"]], "clear() (imgutils.generic.clip.clipmodel method)": [[31, "imgutils.generic.clip.CLIPModel.clear"]], "clip_image_encode() (in module imgutils.generic.clip)": [[31, "imgutils.generic.clip.clip_image_encode"]], "clip_predict() (in module imgutils.generic.clip)": [[31, "imgutils.generic.clip.clip_predict"]], "clip_text_encode() (in module imgutils.generic.clip)": [[31, "imgutils.generic.clip.clip_text_encode"]], "image_encode() (imgutils.generic.clip.clipmodel method)": [[31, "imgutils.generic.clip.CLIPModel.image_encode"]], "imgutils.generic.clip": [[31, "module-imgutils.generic.clip"]], "launch_demo() (imgutils.generic.clip.clipmodel method)": [[31, "imgutils.generic.clip.CLIPModel.launch_demo"]], "make_ui() (imgutils.generic.clip.clipmodel method)": [[31, "imgutils.generic.clip.CLIPModel.make_ui"]], "predict() (imgutils.generic.clip.clipmodel method)": [[31, "imgutils.generic.clip.CLIPModel.predict"]], "text_encode() (imgutils.generic.clip.clipmodel method)": [[31, "imgutils.generic.clip.CLIPModel.text_encode"]], "imageenhancer (class in imgutils.generic.enhance)": [[32, "imgutils.generic.enhance.ImageEnhancer"]], "__init__() (imgutils.generic.enhance.imageenhancer method)": [[32, "imgutils.generic.enhance.ImageEnhancer.__init__"]], "imgutils.generic.enhance": [[32, "module-imgutils.generic.enhance"]], "process() (imgutils.generic.enhance.imageenhancer method)": [[32, "imgutils.generic.enhance.ImageEnhancer.process"]], "imgutils.generic": [[33, "module-imgutils.generic"]], "siglipmodel (class in imgutils.generic.siglip)": [[34, "imgutils.generic.siglip.SigLIPModel"]], "__init__() (imgutils.generic.siglip.siglipmodel method)": [[34, "imgutils.generic.siglip.SigLIPModel.__init__"]], "clear() (imgutils.generic.siglip.siglipmodel method)": [[34, "imgutils.generic.siglip.SigLIPModel.clear"]], "image_encode() (imgutils.generic.siglip.siglipmodel method)": [[34, "imgutils.generic.siglip.SigLIPModel.image_encode"]], "imgutils.generic.siglip": [[34, "module-imgutils.generic.siglip"]], "launch_demo() (imgutils.generic.siglip.siglipmodel method)": [[34, "imgutils.generic.siglip.SigLIPModel.launch_demo"]], "make_ui() (imgutils.generic.siglip.siglipmodel method)": [[34, "imgutils.generic.siglip.SigLIPModel.make_ui"]], "predict() (imgutils.generic.siglip.siglipmodel method)": [[34, "imgutils.generic.siglip.SigLIPModel.predict"]], "siglip_image_encode() (in module imgutils.generic.siglip)": [[34, "imgutils.generic.siglip.siglip_image_encode"]], "siglip_predict() (in module imgutils.generic.siglip)": [[34, "imgutils.generic.siglip.siglip_predict"]], "siglip_text_encode() (in module imgutils.generic.siglip)": [[34, "imgutils.generic.siglip.siglip_text_encode"]], "text_encode() (imgutils.generic.siglip.siglipmodel method)": [[34, "imgutils.generic.siglip.SigLIPModel.text_encode"]], "yolomodel (class in imgutils.generic.yolo)": [[35, "imgutils.generic.yolo.YOLOModel"]], "__init__() (imgutils.generic.yolo.yolomodel method)": [[35, "imgutils.generic.yolo.YOLOModel.__init__"]], "clear() (imgutils.generic.yolo.yolomodel method)": [[35, "imgutils.generic.yolo.YOLOModel.clear"]], "imgutils.generic.yolo": [[35, "module-imgutils.generic.yolo"]], "launch_demo() (imgutils.generic.yolo.yolomodel method)": [[35, "imgutils.generic.yolo.YOLOModel.launch_demo"]], "make_ui() (imgutils.generic.yolo.yolomodel method)": [[35, "imgutils.generic.yolo.YOLOModel.make_ui"]], "predict() (imgutils.generic.yolo.yolomodel method)": [[35, "imgutils.generic.yolo.YOLOModel.predict"]], "yolo_predict() (in module imgutils.generic.yolo)": [[35, "imgutils.generic.yolo.yolo_predict"]], "imgutils.metadata.geninfo": [[36, "module-imgutils.metadata.geninfo"]], "read_geninfo_exif() (in module imgutils.metadata.geninfo)": [[36, "imgutils.metadata.geninfo.read_geninfo_exif"]], "read_geninfo_gif() (in module imgutils.metadata.geninfo)": [[36, "imgutils.metadata.geninfo.read_geninfo_gif"]], "read_geninfo_parameters() (in module imgutils.metadata.geninfo)": [[36, "imgutils.metadata.geninfo.read_geninfo_parameters"]], "write_geninfo_exif() (in module imgutils.metadata.geninfo)": [[36, "imgutils.metadata.geninfo.write_geninfo_exif"]], "write_geninfo_gif() (in module imgutils.metadata.geninfo)": [[36, "imgutils.metadata.geninfo.write_geninfo_gif"]], "write_geninfo_parameters() (in module imgutils.metadata.geninfo)": [[36, "imgutils.metadata.geninfo.write_geninfo_parameters"]], "imgutils.metadata": [[37, "module-imgutils.metadata"]], "imagelsbdataextractor (class in imgutils.metadata.lsb)": [[38, "imgutils.metadata.lsb.ImageLsbDataExtractor"]], "lsbextractor (class in imgutils.metadata.lsb)": [[38, "imgutils.metadata.lsb.LSBExtractor"]], "lsbreaderror (class in imgutils.metadata.lsb)": [[38, "imgutils.metadata.lsb.LSBReadError"]], "__init__() (imgutils.metadata.lsb.imagelsbdataextractor method)": [[38, "imgutils.metadata.lsb.ImageLsbDataExtractor.__init__"]], "__init__() (imgutils.metadata.lsb.lsbextractor method)": [[38, "imgutils.metadata.lsb.LSBExtractor.__init__"]], "extract_data() (imgutils.metadata.lsb.imagelsbdataextractor method)": [[38, "imgutils.metadata.lsb.ImageLsbDataExtractor.extract_data"]], "get_next_n_bytes() (imgutils.metadata.lsb.lsbextractor method)": [[38, "imgutils.metadata.lsb.LSBExtractor.get_next_n_bytes"]], "get_one_byte() (imgutils.metadata.lsb.lsbextractor method)": [[38, "imgutils.metadata.lsb.LSBExtractor.get_one_byte"]], "imgutils.metadata.lsb": [[38, "module-imgutils.metadata.lsb"]], "inject_data() (in module imgutils.metadata.lsb)": [[38, "imgutils.metadata.lsb.inject_data"]], "read_32bit_integer() (imgutils.metadata.lsb.lsbextractor method)": [[38, "imgutils.metadata.lsb.LSBExtractor.read_32bit_integer"]], "read_lsb_metadata() (in module imgutils.metadata.lsb)": [[38, "imgutils.metadata.lsb.read_lsb_metadata"]], "read_lsb_raw_bytes() (in module imgutils.metadata.lsb)": [[38, "imgutils.metadata.lsb.read_lsb_raw_bytes"]], "serialize_json() (in module imgutils.metadata.lsb)": [[38, "imgutils.metadata.lsb.serialize_json"]], "serialize_pnginfo() (in module imgutils.metadata.lsb)": [[38, "imgutils.metadata.lsb.serialize_pnginfo"]], "write_lsb_metadata() (in module imgutils.metadata.lsb)": [[38, "imgutils.metadata.lsb.write_lsb_metadata"]], "write_lsb_raw_bytes() (in module imgutils.metadata.lsb)": [[38, "imgutils.metadata.lsb.write_lsb_raw_bytes"]], "get_aesthetic_score() (in module imgutils.metrics.aesthetic)": [[39, "imgutils.metrics.aesthetic.get_aesthetic_score"]], "imgutils.metrics.aesthetic": [[39, "module-imgutils.metrics.aesthetic"]], "ccip_batch_differences() (in module imgutils.metrics.ccip)": [[40, "imgutils.metrics.ccip.ccip_batch_differences"]], "ccip_batch_extract_features() (in module imgutils.metrics.ccip)": [[40, "imgutils.metrics.ccip.ccip_batch_extract_features"]], "ccip_batch_same() (in module imgutils.metrics.ccip)": [[40, "imgutils.metrics.ccip.ccip_batch_same"]], "ccip_clustering() (in module imgutils.metrics.ccip)": [[40, "imgutils.metrics.ccip.ccip_clustering"]], "ccip_default_clustering_params() (in module imgutils.metrics.ccip)": [[40, "imgutils.metrics.ccip.ccip_default_clustering_params"]], "ccip_default_threshold() (in module imgutils.metrics.ccip)": [[40, "imgutils.metrics.ccip.ccip_default_threshold"]], "ccip_difference() (in module imgutils.metrics.ccip)": [[40, "imgutils.metrics.ccip.ccip_difference"]], "ccip_extract_feature() (in module imgutils.metrics.ccip)": [[40, "imgutils.metrics.ccip.ccip_extract_feature"]], "ccip_merge() (in module imgutils.metrics.ccip)": [[40, "imgutils.metrics.ccip.ccip_merge"]], "ccip_same() (in module imgutils.metrics.ccip)": [[40, "imgutils.metrics.ccip.ccip_same"]], "imgutils.metrics.ccip": [[40, "module-imgutils.metrics.ccip"]], "anime_dbaesthetic() (in module imgutils.metrics.dbaesthetic)": [[41, "imgutils.metrics.dbaesthetic.anime_dbaesthetic"]], "imgutils.metrics.dbaesthetic": [[41, "module-imgutils.metrics.dbaesthetic"]], "imgutils.metrics": [[42, "module-imgutils.metrics"]], "imgutils.metrics.laplacian": [[43, "module-imgutils.metrics.laplacian"]], "laplacian_score() (in module imgutils.metrics.laplacian)": [[43, "imgutils.metrics.laplacian.laplacian_score"]], "imgutils.metrics.lpips": [[44, "module-imgutils.metrics.lpips"]], "lpips_clustering() (in module imgutils.metrics.lpips)": [[44, "imgutils.metrics.lpips.lpips_clustering"]], "lpips_difference() (in module imgutils.metrics.lpips)": [[44, "imgutils.metrics.lpips.lpips_difference"]], "lpips_extract_feature() (in module imgutils.metrics.lpips)": [[44, "imgutils.metrics.lpips.lpips_extract_feature"]], "imgutils.metrics.psnr_": [[45, "module-imgutils.metrics.psnr_"]], "psnr() (in module imgutils.metrics.psnr_)": [[45, "imgutils.metrics.psnr_.psnr"]], "detect_text_with_ocr() (in module imgutils.ocr)": [[46, "imgutils.ocr.detect_text_with_ocr"]], "imgutils.ocr": [[46, "module-imgutils.ocr"]], "list_det_models() (in module imgutils.ocr)": [[46, "imgutils.ocr.list_det_models"]], "list_rec_models() (in module imgutils.ocr)": [[46, "imgutils.ocr.list_rec_models"]], "ocr() (in module imgutils.ocr)": [[46, "imgutils.ocr.ocr"]], "align_maxsize() (in module imgutils.operate.align)": [[47, "imgutils.operate.align.align_maxsize"]], "imgutils.operate.align": [[47, "module-imgutils.operate.align"]], "basecensor (class in imgutils.operate.censor_)": [[48, "imgutils.operate.censor_.BaseCensor"]], "blurcensor (class in imgutils.operate.censor_)": [[48, "imgutils.operate.censor_.BlurCensor"]], "colorcensor (class in imgutils.operate.censor_)": [[48, "imgutils.operate.censor_.ColorCensor"]], "pixelatecensor (class in imgutils.operate.censor_)": [[48, "imgutils.operate.censor_.PixelateCensor"]], "censor_area() (imgutils.operate.censor_.basecensor method)": [[48, "imgutils.operate.censor_.BaseCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.blurcensor method)": [[48, "imgutils.operate.censor_.BlurCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.colorcensor method)": [[48, "imgutils.operate.censor_.ColorCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.pixelatecensor method)": [[48, "imgutils.operate.censor_.PixelateCensor.censor_area"]], "censor_areas() (in module imgutils.operate.censor_)": [[48, "imgutils.operate.censor_.censor_areas"]], "censor_nsfw() (in module imgutils.operate.censor_)": [[48, "imgutils.operate.censor_.censor_nsfw"]], "imgutils.operate.censor_": [[48, "module-imgutils.operate.censor_"]], "register_censor_method() (in module imgutils.operate.censor_)": [[48, "imgutils.operate.censor_.register_censor_method"]], "emojibasedcensor (class in imgutils.operate.imgcensor)": [[49, "imgutils.operate.imgcensor.EmojiBasedCensor"]], "imagebasedcensor (class in imgutils.operate.imgcensor)": [[49, "imgutils.operate.imgcensor.ImageBasedCensor"]], "singleimage (class in imgutils.operate.imgcensor)": [[49, "imgutils.operate.imgcensor.SingleImage"]], "__init__() (imgutils.operate.imgcensor.singleimage method)": [[49, "imgutils.operate.imgcensor.SingleImage.__init__"]], "censor_area() (imgutils.operate.imgcensor.emojibasedcensor method)": [[49, "imgutils.operate.imgcensor.EmojiBasedCensor.censor_area"]], "censor_area() (imgutils.operate.imgcensor.imagebasedcensor method)": [[49, "imgutils.operate.imgcensor.ImageBasedCensor.censor_area"]], "find_for_area() (imgutils.operate.imgcensor.singleimage method)": [[49, "imgutils.operate.imgcensor.SingleImage.find_for_area"]], "height (imgutils.operate.imgcensor.singleimage property)": [[49, "imgutils.operate.imgcensor.SingleImage.height"]], "imgutils.operate.imgcensor": [[49, "module-imgutils.operate.imgcensor"]], "width (imgutils.operate.imgcensor.singleimage property)": [[49, "imgutils.operate.imgcensor.SingleImage.width"]], "imgutils.operate": [[50, "module-imgutils.operate"]], "imgutils.operate.squeeze": [[51, "module-imgutils.operate.squeeze"]], "squeeze() (in module imgutils.operate.squeeze)": [[51, "imgutils.operate.squeeze.squeeze"]], "squeeze_with_transparency() (in module imgutils.operate.squeeze)": [[51, "imgutils.operate.squeeze.squeeze_with_transparency"]], "dwpose_estimate() (in module imgutils.pose.dwpose)": [[52, "imgutils.pose.dwpose.dwpose_estimate"]], "imgutils.pose.dwpose": [[52, "module-imgutils.pose.dwpose"]], "left_ankle (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_ANKLE"]], "left_big_toe (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_BIG_TOE"]], "left_ear (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_EAR"]], "left_elbow (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_ELBOW"]], "left_eye (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_EYE"]], "left_heel (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_HEEL"]], "left_hip (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_HIP"]], "left_knee (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_KNEE"]], "left_shoulder (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_SHOULDER"]], "left_small_toe (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_SMALL_TOE"]], "left_wrist (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_WRIST"]], "neck (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.NECK"]], "nose (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.NOSE"]], "op18keypointset (class in imgutils.pose.format)": [[53, "imgutils.pose.format.OP18KeyPointSet"]], "op18_body_max (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_BODY_MAX"]], "op18_body_min (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_BODY_MIN"]], "op18_face_max (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_FACE_MAX"]], "op18_face_min (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_FACE_MIN"]], "op18_left_foot_max (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_LEFT_FOOT_MAX"]], "op18_left_foot_min (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_LEFT_FOOT_MIN"]], "op18_left_hand_max (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_LEFT_HAND_MAX"]], "op18_left_hand_min (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_LEFT_HAND_MIN"]], "op18_right_foot_max (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_RIGHT_FOOT_MAX"]], "op18_right_foot_min (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_RIGHT_FOOT_MIN"]], "op18_right_hand_max (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_RIGHT_HAND_MAX"]], "op18_right_hand_min (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_RIGHT_HAND_MIN"]], "right_ankle (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_ANKLE"]], "right_big_toe (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_BIG_TOE"]], "right_ear (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_EAR"]], "right_elbow (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_ELBOW"]], "right_eye (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_EYE"]], "right_heel (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_HEEL"]], "right_hip (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_HIP"]], "right_knee (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_KNEE"]], "right_shoulder (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_SHOULDER"]], "right_small_toe (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_SMALL_TOE"]], "right_wrist (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_WRIST"]], "__init__() (imgutils.pose.format.op18keypointset method)": [[53, "imgutils.pose.format.OP18KeyPointSet.__init__"]], "__mul__() (imgutils.pose.format.op18keypointset method)": [[53, "imgutils.pose.format.OP18KeyPointSet.__mul__"]], "__truediv__() (imgutils.pose.format.op18keypointset method)": [[53, "imgutils.pose.format.OP18KeyPointSet.__truediv__"]], "body (imgutils.pose.format.op18keypointset property)": [[53, "imgutils.pose.format.OP18KeyPointSet.body"]], "face (imgutils.pose.format.op18keypointset property)": [[53, "imgutils.pose.format.OP18KeyPointSet.face"]], "imgutils.pose.format": [[53, "module-imgutils.pose.format"]], "left_foot (imgutils.pose.format.op18keypointset property)": [[53, "imgutils.pose.format.OP18KeyPointSet.left_foot"]], "left_hand (imgutils.pose.format.op18keypointset property)": [[53, "imgutils.pose.format.OP18KeyPointSet.left_hand"]], "right_foot (imgutils.pose.format.op18keypointset property)": [[53, "imgutils.pose.format.OP18KeyPointSet.right_foot"]], "right_hand (imgutils.pose.format.op18keypointset property)": [[53, "imgutils.pose.format.OP18KeyPointSet.right_hand"]], "imgutils.pose": [[54, "module-imgutils.pose"]], "imgutils.pose.visual": [[55, "module-imgutils.pose.visual"]], "op18_visualize() (in module imgutils.pose.visual)": [[55, "imgutils.pose.visual.op18_visualize"]], "notparsetarget (class in imgutils.preprocess.base)": [[56, "imgutils.preprocess.base.NotParseTarget"]], "imgutils.preprocess.base": [[56, "module-imgutils.preprocess.base"]], "imgutils.preprocess": [[57, "module-imgutils.preprocess"]], "create_pillow_transforms() (in module imgutils.preprocess.pillow)": [[58, "imgutils.preprocess.pillow.create_pillow_transforms"]], "imgutils.preprocess.pillow": [[58, "module-imgutils.preprocess.pillow"]], "parse_pillow_transforms() (in module imgutils.preprocess.pillow)": [[58, "imgutils.preprocess.pillow.parse_pillow_transforms"]], "register_pillow_parse() (in module imgutils.preprocess.pillow)": [[58, "imgutils.preprocess.pillow.register_pillow_parse"]], "register_pillow_transform() (in module imgutils.preprocess.pillow)": [[58, "imgutils.preprocess.pillow.register_pillow_transform"]], "create_torchvision_transforms() (in module imgutils.preprocess.torchvision)": [[59, "imgutils.preprocess.torchvision.create_torchvision_transforms"]], "imgutils.preprocess.torchvision": [[59, "module-imgutils.preprocess.torchvision"]], "parse_torchvision_transforms() (in module imgutils.preprocess.torchvision)": [[59, "imgutils.preprocess.torchvision.parse_torchvision_transforms"]], "register_torchvision_parse() (in module imgutils.preprocess.torchvision)": [[59, "imgutils.preprocess.torchvision.register_torchvision_parse"]], "register_torchvision_transform() (in module imgutils.preprocess.torchvision)": [[59, "imgutils.preprocess.torchvision.register_torchvision_transform"]], "notprocessortypeerror (class in imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.NotProcessorTypeError"]], "convert_to_size_dict() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.convert_to_size_dict"]], "create_bit_transforms() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_bit_transforms"]], "create_blip_transforms() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_blip_transforms"]], "create_clip_transforms() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_clip_transforms"]], "create_convnext_transforms() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_convnext_transforms"]], "create_mobilenetv2_transforms() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_mobilenetv2_transforms"]], "create_siglip_transforms() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_siglip_transforms"]], "create_transforms_from_bit_processor() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_transforms_from_bit_processor"]], "create_transforms_from_blip_processor() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_transforms_from_blip_processor"]], "create_transforms_from_clip_processor() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_transforms_from_clip_processor"]], "create_transforms_from_convnext_processor() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_transforms_from_convnext_processor"]], "create_transforms_from_mobilenetv2_processor() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_transforms_from_mobilenetv2_processor"]], "create_transforms_from_siglip_processor() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_transforms_from_siglip_processor"]], "create_transforms_from_transformers() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_transforms_from_transformers"]], "create_transforms_from_vit_processor() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_transforms_from_vit_processor"]], "create_vit_transforms() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_vit_transforms"]], "get_size_dict() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.get_size_dict"]], "imgutils.preprocess.transformers": [[60, "module-imgutils.preprocess.transformers"]], "is_valid_size_dict() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.is_valid_size_dict"]], "register_creators_for_transformers() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.register_creators_for_transformers"]], "backgroundimageset (class in imgutils.resource.background)": [[61, "imgutils.resource.background.BackgroundImageSet"]], "__init__() (imgutils.resource.background.backgroundimageset method)": [[61, "imgutils.resource.background.BackgroundImageSet.__init__"]], "get_bg_image() (in module imgutils.resource.background)": [[61, "imgutils.resource.background.get_bg_image"]], "get_bg_image_file() (in module imgutils.resource.background)": [[61, "imgutils.resource.background.get_bg_image_file"]], "get_image() (imgutils.resource.background.backgroundimageset method)": [[61, "imgutils.resource.background.BackgroundImageSet.get_image"]], "get_image_file() (imgutils.resource.background.backgroundimageset method)": [[61, "imgutils.resource.background.BackgroundImageSet.get_image_file"]], "imgutils.resource.background": [[61, "module-imgutils.resource.background"]], "list_bg_image_files() (in module imgutils.resource.background)": [[61, "imgutils.resource.background.list_bg_image_files"]], "list_image_files() (imgutils.resource.background.backgroundimageset method)": [[61, "imgutils.resource.background.BackgroundImageSet.list_image_files"]], "random_bg_image() (in module imgutils.resource.background)": [[61, "imgutils.resource.background.random_bg_image"]], "random_bg_image_file() (in module imgutils.resource.background)": [[61, "imgutils.resource.background.random_bg_image_file"]], "random_image() (imgutils.resource.background.backgroundimageset method)": [[61, "imgutils.resource.background.BackgroundImageSet.random_image"]], "random_image_file() (imgutils.resource.background.backgroundimageset method)": [[61, "imgutils.resource.background.BackgroundImageSet.random_image_file"]], "imgutils.resource": [[62, "module-imgutils.resource"]], "imgutils.restore.adversarial": [[63, "module-imgutils.restore.adversarial"]], "remove_adversarial_noise() (in module imgutils.restore.adversarial)": [[63, "imgutils.restore.adversarial.remove_adversarial_noise"]], "imgutils.restore": [[64, "module-imgutils.restore"]], "imgutils.restore.nafnet": [[65, "module-imgutils.restore.nafnet"]], "restore_with_nafnet() (in module imgutils.restore.nafnet)": [[65, "imgutils.restore.nafnet.restore_with_nafnet"]], "imgutils.restore.scunet": [[66, "module-imgutils.restore.scunet"]], "restore_with_scunet() (in module imgutils.restore.scunet)": [[66, "imgutils.restore.scunet.restore_with_scunet"]], "imgutils.sd": [[67, "module-imgutils.sd"]], "sdmetadata (class in imgutils.sd.metadata)": [[68, "imgutils.sd.metadata.SDMetaData"]], "__str__() (imgutils.sd.metadata.sdmetadata method)": [[68, "imgutils.sd.metadata.SDMetaData.__str__"]], "get_sdmeta_from_image() (in module imgutils.sd.metadata)": [[68, "imgutils.sd.metadata.get_sdmeta_from_image"]], "imgutils.sd.metadata": [[68, "module-imgutils.sd.metadata"]], "parse_sdmeta_from_text() (in module imgutils.sd.metadata)": [[68, "imgutils.sd.metadata.parse_sdmeta_from_text"]], "pnginfo (imgutils.sd.metadata.sdmetadata property)": [[68, "imgutils.sd.metadata.SDMetaData.pnginfo"]], "save_image_with_sdmeta() (in module imgutils.sd.metadata)": [[68, "imgutils.sd.metadata.save_image_with_sdmeta"]], "text (imgutils.sd.metadata.sdmetadata property)": [[68, "imgutils.sd.metadata.SDMetaData.text"]], "imgutils.sd.model": [[69, "module-imgutils.sd.model"]], "read_metadata() (in module imgutils.sd.model)": [[69, "imgutils.sd.model.read_metadata"]], "save_with_metadata() (in module imgutils.sd.model)": [[69, "imgutils.sd.model.save_with_metadata"]], "naimetadata (class in imgutils.sd.nai)": [[70, "imgutils.sd.nai.NAIMetaData"], [70, "imgutils.sd.nai.NAIMetadata"]], "__init__() (imgutils.sd.nai.naimetadata method)": [[70, "imgutils.sd.nai.NAIMetaData.__init__"]], "add_naimeta_to_image() (in module imgutils.sd.nai)": [[70, "imgutils.sd.nai.add_naimeta_to_image"]], "get_naimeta_from_image() (in module imgutils.sd.nai)": [[70, "imgutils.sd.nai.get_naimeta_from_image"]], "imgutils.sd.nai": [[70, "module-imgutils.sd.nai"]], "pnginfo (imgutils.sd.nai.naimetadata property)": [[70, "imgutils.sd.nai.NAIMetaData.pnginfo"]], "save_image_with_naimeta() (in module imgutils.sd.nai)": [[70, "imgutils.sd.nai.save_image_with_naimeta"]], "imgutils.segment": [[71, "module-imgutils.segment"]], "get_isnetis_mask() (in module imgutils.segment.isnetis)": [[72, "imgutils.segment.isnetis.get_isnetis_mask"]], "imgutils.segment.isnetis": [[72, "module-imgutils.segment.isnetis"]], "segment_rgba_with_isnetis() (in module imgutils.segment.isnetis)": [[72, "imgutils.segment.isnetis.segment_rgba_with_isnetis"]], "segment_with_isnetis() (in module imgutils.segment.isnetis)": [[72, "imgutils.segment.isnetis.segment_with_isnetis"]], "drop_blacklisted_tags() (in module imgutils.tagging.blacklist)": [[73, "imgutils.tagging.blacklist.drop_blacklisted_tags"]], "imgutils.tagging.blacklist": [[73, "module-imgutils.tagging.blacklist"]], "is_blacklisted() (in module imgutils.tagging.blacklist)": [[73, "imgutils.tagging.blacklist.is_blacklisted"]], "char_prefixes (in module imgutils.tagging.character)": [[74, "imgutils.tagging.character.CHAR_PREFIXES"]], "char_suffixes (in module imgutils.tagging.character)": [[74, "imgutils.tagging.character.CHAR_SUFFIXES"]], "char_whitelist_prefix (in module imgutils.tagging.character)": [[74, "imgutils.tagging.character.CHAR_WHITELIST_PREFIX"]], "char_whitelist_suffix (in module imgutils.tagging.character)": [[74, "imgutils.tagging.character.CHAR_WHITELIST_SUFFIX"]], "char_whitelist_word (in module imgutils.tagging.character)": [[74, "imgutils.tagging.character.CHAR_WHITELIST_WORD"]], "charactertagpool (class in imgutils.tagging.character)": [[74, "imgutils.tagging.character.CharacterTagPool"]], "__init__() (imgutils.tagging.character.charactertagpool method)": [[74, "imgutils.tagging.character.CharacterTagPool.__init__"]], "drop_basic_character_tags() (imgutils.tagging.character.charactertagpool method)": [[74, "imgutils.tagging.character.CharacterTagPool.drop_basic_character_tags"]], "drop_basic_character_tags() (in module imgutils.tagging.character)": [[74, "imgutils.tagging.character.drop_basic_character_tags"]], "imgutils.tagging.character": [[74, "module-imgutils.tagging.character"]], "is_basic_character_tag() (imgutils.tagging.character.charactertagpool method)": [[74, "imgutils.tagging.character.CharacterTagPool.is_basic_character_tag"]], "is_basic_character_tag() (in module imgutils.tagging.character)": [[74, "imgutils.tagging.character.is_basic_character_tag"]], "get_deepdanbooru_tags() (in module imgutils.tagging.deepdanbooru)": [[75, "imgutils.tagging.deepdanbooru.get_deepdanbooru_tags"]], "imgutils.tagging.deepdanbooru": [[75, "module-imgutils.tagging.deepdanbooru"]], "get_deepgelbooru_tags() (in module imgutils.tagging.deepgelbooru)": [[76, "imgutils.tagging.deepgelbooru.get_deepgelbooru_tags"]], "imgutils.tagging.deepgelbooru": [[76, "module-imgutils.tagging.deepgelbooru"]], "add_underline() (in module imgutils.tagging.format)": [[77, "imgutils.tagging.format.add_underline"]], "imgutils.tagging.format": [[77, "module-imgutils.tagging.format"]], "remove_underline() (in module imgutils.tagging.format)": [[77, "imgutils.tagging.format.remove_underline"]], "tags_to_text() (in module imgutils.tagging.format)": [[77, "imgutils.tagging.format.tags_to_text"]], "imgutils.tagging": [[78, "module-imgutils.tagging"]], "imgutils.tagging.match": [[79, "module-imgutils.tagging.match"]], "tag_match_full() (in module imgutils.tagging.match)": [[79, "imgutils.tagging.match.tag_match_full"]], "tag_match_prefix() (in module imgutils.tagging.match)": [[79, "imgutils.tagging.match.tag_match_prefix"]], "tag_match_suffix() (in module imgutils.tagging.match)": [[79, "imgutils.tagging.match.tag_match_suffix"]], "get_mldanbooru_tags() (in module imgutils.tagging.mldanbooru)": [[80, "imgutils.tagging.mldanbooru.get_mldanbooru_tags"]], "imgutils.tagging.mldanbooru": [[80, "module-imgutils.tagging.mldanbooru"]], "imgutils.tagging.order": [[81, "module-imgutils.tagging.order"]], "sort_tags() (in module imgutils.tagging.order)": [[81, "imgutils.tagging.order.sort_tags"]], "drop_overlap_tags() (in module imgutils.tagging.overlap)": [[82, "imgutils.tagging.overlap.drop_overlap_tags"]], "imgutils.tagging.overlap": [[82, "module-imgutils.tagging.overlap"]], "convert_wd14_emb_to_prediction() (in module imgutils.tagging.wd14)": [[83, "imgutils.tagging.wd14.convert_wd14_emb_to_prediction"]], "denormalize_wd14_emb() (in module imgutils.tagging.wd14)": [[83, "imgutils.tagging.wd14.denormalize_wd14_emb"]], "get_wd14_tags() (in module imgutils.tagging.wd14)": [[83, "imgutils.tagging.wd14.get_wd14_tags"]], "imgutils.tagging.wd14": [[83, "module-imgutils.tagging.wd14"]], "imgutils.upscale.cdc": [[84, "module-imgutils.upscale.cdc"]], "upscale_with_cdc() (in module imgutils.upscale.cdc)": [[84, "imgutils.upscale.cdc.upscale_with_cdc"]], "imgutils.upscale": [[85, "module-imgutils.upscale"]], "imgutils.utils.cache": [[86, "module-imgutils.utils.cache"]], "ts_lru_cache() (in module imgutils.utils.cache)": [[86, "imgutils.utils.cache.ts_lru_cache"]], "imgutils.utils.func": [[87, "module-imgutils.utils.func"]], "sigmoid() (in module imgutils.utils.func)": [[87, "imgutils.utils.func.sigmoid"]], "imgutils.utils": [[88, "module-imgutils.utils"]], "get_onnx_provider() (in module imgutils.utils.onnxruntime)": [[89, "imgutils.utils.onnxruntime.get_onnx_provider"]], "imgutils.utils.onnxruntime": [[89, "module-imgutils.utils.onnxruntime"]], "open_onnx_model() (in module imgutils.utils.onnxruntime)": [[89, "imgutils.utils.onnxruntime.open_onnx_model"]], "get_ai_created_score() (in module imgutils.validate.aicheck)": [[90, "imgutils.validate.aicheck.get_ai_created_score"]], "imgutils.validate.aicheck": [[90, "module-imgutils.validate.aicheck"]], "is_ai_created() (in module imgutils.validate.aicheck)": [[90, "imgutils.validate.aicheck.is_ai_created"]], "anime_bangumi_char() (in module imgutils.validate.bangumi_char)": [[91, "imgutils.validate.bangumi_char.anime_bangumi_char"]], "anime_bangumi_char_score() (in module imgutils.validate.bangumi_char)": [[91, "imgutils.validate.bangumi_char.anime_bangumi_char_score"]], "imgutils.validate.bangumi_char": [[91, "module-imgutils.validate.bangumi_char"]], "anime_classify() (in module imgutils.validate.classify)": [[92, "imgutils.validate.classify.anime_classify"]], "anime_classify_score() (in module imgutils.validate.classify)": [[92, "imgutils.validate.classify.anime_classify_score"]], "imgutils.validate.classify": [[92, "module-imgutils.validate.classify"]], "imgutils.validate.color": [[93, "module-imgutils.validate.color"]], "is_greyscale() (in module imgutils.validate.color)": [[93, "imgutils.validate.color.is_greyscale"]], "anime_completeness() (in module imgutils.validate.completeness)": [[94, "imgutils.validate.completeness.anime_completeness"]], "anime_completeness_score() (in module imgutils.validate.completeness)": [[94, "imgutils.validate.completeness.anime_completeness_score"]], "imgutils.validate.completeness": [[94, "module-imgutils.validate.completeness"]], "anime_dbrating() (in module imgutils.validate.dbrating)": [[95, "imgutils.validate.dbrating.anime_dbrating"]], "anime_dbrating_score() (in module imgutils.validate.dbrating)": [[95, "imgutils.validate.dbrating.anime_dbrating_score"]], "imgutils.validate.dbrating": [[95, "module-imgutils.validate.dbrating"]], "anime_furry() (in module imgutils.validate.furry)": [[96, "imgutils.validate.furry.anime_furry"]], "anime_furry_score() (in module imgutils.validate.furry)": [[96, "imgutils.validate.furry.anime_furry_score"]], "imgutils.validate.furry": [[96, "module-imgutils.validate.furry"]], "imgutils.validate": [[97, "module-imgutils.validate"]], "get_monochrome_score() (in module imgutils.validate.monochrome)": [[98, "imgutils.validate.monochrome.get_monochrome_score"]], "imgutils.validate.monochrome": [[98, "module-imgutils.validate.monochrome"]], "is_monochrome() (in module imgutils.validate.monochrome)": [[98, "imgutils.validate.monochrome.is_monochrome"]], "imgutils.validate.nsfw": [[99, "module-imgutils.validate.nsfw"]], "nsfw_pred() (in module imgutils.validate.nsfw)": [[99, "imgutils.validate.nsfw.nsfw_pred"]], "nsfw_pred_score() (in module imgutils.validate.nsfw)": [[99, "imgutils.validate.nsfw.nsfw_pred_score"]], "anime_portrait() (in module imgutils.validate.portrait)": [[100, "imgutils.validate.portrait.anime_portrait"]], "anime_portrait_score() (in module imgutils.validate.portrait)": [[100, "imgutils.validate.portrait.anime_portrait_score"]], "imgutils.validate.portrait": [[100, "module-imgutils.validate.portrait"]], "anime_rating() (in module imgutils.validate.rating)": [[101, "imgutils.validate.rating.anime_rating"]], "anime_rating_score() (in module imgutils.validate.rating)": [[101, "imgutils.validate.rating.anime_rating_score"]], "imgutils.validate.rating": [[101, "module-imgutils.validate.rating"]], "anime_real() (in module imgutils.validate.real)": [[102, "imgutils.validate.real.anime_real"]], "anime_real_score() (in module imgutils.validate.real)": [[102, "imgutils.validate.real.anime_real_score"]], "imgutils.validate.real": [[102, "module-imgutils.validate.real"]], "imgutils.validate.safe": [[103, "module-imgutils.validate.safe"]], "safe_check() (in module imgutils.validate.safe)": [[103, "imgutils.validate.safe.safe_check"]], "safe_check_score() (in module imgutils.validate.safe)": [[103, "imgutils.validate.safe.safe_check_score"]], "anime_style_age() (in module imgutils.validate.style_age)": [[104, "imgutils.validate.style_age.anime_style_age"]], "anime_style_age_score() (in module imgutils.validate.style_age)": [[104, "imgutils.validate.style_age.anime_style_age_score"]], "imgutils.validate.style_age": [[104, "module-imgutils.validate.style_age"]], "anime_teen() (in module imgutils.validate.teen)": [[105, "imgutils.validate.teen.anime_teen"]], "anime_teen_score() (in module imgutils.validate.teen)": [[105, "imgutils.validate.teen.anime_teen_score"]], "imgutils.validate.teen": [[105, "module-imgutils.validate.teen"]], "imgutils.validate.truncate": [[106, "module-imgutils.validate.truncate"]], "is_truncated_file() (in module imgutils.validate.truncate)": [[106, "imgutils.validate.truncate.is_truncated_file"]]}}) \ No newline at end of file +Search.setIndex({"docnames": ["api_doc/ascii/drawing", "api_doc/ascii/index", "api_doc/config/index", "api_doc/config/meta", "api_doc/data/background", "api_doc/data/blob", "api_doc/data/decode", "api_doc/data/encode", "api_doc/data/image", "api_doc/data/index", "api_doc/data/layer", "api_doc/data/pad", "api_doc/data/url", "api_doc/detect/booru_yolo", "api_doc/detect/censor", "api_doc/detect/eye", "api_doc/detect/face", "api_doc/detect/halfbody", "api_doc/detect/hand", "api_doc/detect/head", "api_doc/detect/index", "api_doc/detect/nudenet", "api_doc/detect/person", "api_doc/detect/similarity", "api_doc/detect/text", "api_doc/detect/visual", "api_doc/edge/canny", "api_doc/edge/index", "api_doc/edge/lineart", "api_doc/edge/lineart_anime", "api_doc/generic/classify", "api_doc/generic/clip", "api_doc/generic/enhance", "api_doc/generic/index", "api_doc/generic/siglip", "api_doc/generic/yolo", "api_doc/metadata/geninfo", "api_doc/metadata/index", "api_doc/metadata/lsb", "api_doc/metrics/aesthetic", "api_doc/metrics/ccip", "api_doc/metrics/dbaesthetic", "api_doc/metrics/index", "api_doc/metrics/laplacian", "api_doc/metrics/lpips", "api_doc/metrics/psnr_", "api_doc/ocr/index", "api_doc/operate/align", "api_doc/operate/censor", "api_doc/operate/imgcensor", "api_doc/operate/index", "api_doc/operate/squeeze", "api_doc/pose/dwpose", "api_doc/pose/format", "api_doc/pose/index", "api_doc/pose/visual", "api_doc/preprocess/base", "api_doc/preprocess/index", "api_doc/preprocess/pillow", "api_doc/preprocess/torchvision", "api_doc/preprocess/transformers", "api_doc/resource/background", "api_doc/resource/index", "api_doc/restore/adversarial", "api_doc/restore/index", "api_doc/restore/nafnet", "api_doc/restore/scunet", "api_doc/sd/index", "api_doc/sd/metadata", "api_doc/sd/model", "api_doc/sd/nai", "api_doc/segment/index", "api_doc/segment/isnetis", "api_doc/tagging/blacklist", "api_doc/tagging/character", "api_doc/tagging/deepdanbooru", "api_doc/tagging/deepgelbooru", "api_doc/tagging/format", "api_doc/tagging/index", "api_doc/tagging/match", "api_doc/tagging/mldanbooru", "api_doc/tagging/order", "api_doc/tagging/overlap", "api_doc/tagging/wd14", "api_doc/upscale/cdc", "api_doc/upscale/index", "api_doc/utils/cache", "api_doc/utils/func", "api_doc/utils/index", "api_doc/utils/onnxruntime", "api_doc/validate/aicheck", "api_doc/validate/bangumi_char", "api_doc/validate/classify", "api_doc/validate/color", "api_doc/validate/completeness", "api_doc/validate/dbrating", "api_doc/validate/furry", "api_doc/validate/index", "api_doc/validate/monochrome", "api_doc/validate/nsfw", "api_doc/validate/portrait", "api_doc/validate/rating", "api_doc/validate/real", "api_doc/validate/safe", "api_doc/validate/style_age", "api_doc/validate/teen", "api_doc/validate/truncate", "index", "information/environment", "information/environment.result", "tutorials/installation/index", "tutorials/quick_start/index"], "filenames": ["api_doc/ascii/drawing.rst", "api_doc/ascii/index.rst", "api_doc/config/index.rst", "api_doc/config/meta.rst", "api_doc/data/background.rst", "api_doc/data/blob.rst", "api_doc/data/decode.rst", "api_doc/data/encode.rst", "api_doc/data/image.rst", "api_doc/data/index.rst", "api_doc/data/layer.rst", "api_doc/data/pad.rst", "api_doc/data/url.rst", "api_doc/detect/booru_yolo.rst", "api_doc/detect/censor.rst", "api_doc/detect/eye.rst", "api_doc/detect/face.rst", "api_doc/detect/halfbody.rst", "api_doc/detect/hand.rst", "api_doc/detect/head.rst", "api_doc/detect/index.rst", "api_doc/detect/nudenet.rst", "api_doc/detect/person.rst", "api_doc/detect/similarity.rst", "api_doc/detect/text.rst", "api_doc/detect/visual.rst", "api_doc/edge/canny.rst", "api_doc/edge/index.rst", "api_doc/edge/lineart.rst", "api_doc/edge/lineart_anime.rst", "api_doc/generic/classify.rst", "api_doc/generic/clip.rst", "api_doc/generic/enhance.rst", "api_doc/generic/index.rst", "api_doc/generic/siglip.rst", "api_doc/generic/yolo.rst", "api_doc/metadata/geninfo.rst", "api_doc/metadata/index.rst", "api_doc/metadata/lsb.rst", "api_doc/metrics/aesthetic.rst", "api_doc/metrics/ccip.rst", "api_doc/metrics/dbaesthetic.rst", "api_doc/metrics/index.rst", "api_doc/metrics/laplacian.rst", "api_doc/metrics/lpips.rst", "api_doc/metrics/psnr_.rst", "api_doc/ocr/index.rst", "api_doc/operate/align.rst", "api_doc/operate/censor.rst", "api_doc/operate/imgcensor.rst", "api_doc/operate/index.rst", "api_doc/operate/squeeze.rst", "api_doc/pose/dwpose.rst", "api_doc/pose/format.rst", "api_doc/pose/index.rst", "api_doc/pose/visual.rst", "api_doc/preprocess/base.rst", "api_doc/preprocess/index.rst", "api_doc/preprocess/pillow.rst", "api_doc/preprocess/torchvision.rst", "api_doc/preprocess/transformers.rst", "api_doc/resource/background.rst", "api_doc/resource/index.rst", "api_doc/restore/adversarial.rst", "api_doc/restore/index.rst", "api_doc/restore/nafnet.rst", "api_doc/restore/scunet.rst", "api_doc/sd/index.rst", "api_doc/sd/metadata.rst", "api_doc/sd/model.rst", "api_doc/sd/nai.rst", "api_doc/segment/index.rst", "api_doc/segment/isnetis.rst", "api_doc/tagging/blacklist.rst", "api_doc/tagging/character.rst", "api_doc/tagging/deepdanbooru.rst", "api_doc/tagging/deepgelbooru.rst", "api_doc/tagging/format.rst", "api_doc/tagging/index.rst", "api_doc/tagging/match.rst", "api_doc/tagging/mldanbooru.rst", "api_doc/tagging/order.rst", "api_doc/tagging/overlap.rst", "api_doc/tagging/wd14.rst", "api_doc/upscale/cdc.rst", "api_doc/upscale/index.rst", "api_doc/utils/cache.rst", "api_doc/utils/func.rst", "api_doc/utils/index.rst", "api_doc/utils/onnxruntime.rst", "api_doc/validate/aicheck.rst", "api_doc/validate/bangumi_char.rst", "api_doc/validate/classify.rst", "api_doc/validate/color.rst", "api_doc/validate/completeness.rst", "api_doc/validate/dbrating.rst", "api_doc/validate/furry.rst", "api_doc/validate/index.rst", "api_doc/validate/monochrome.rst", "api_doc/validate/nsfw.rst", "api_doc/validate/portrait.rst", "api_doc/validate/rating.rst", "api_doc/validate/real.rst", "api_doc/validate/safe.rst", "api_doc/validate/style_age.rst", "api_doc/validate/teen.rst", "api_doc/validate/truncate.rst", "index.rst", "information/environment.ipynb", "information/environment.result.ipynb", "tutorials/installation/index.rst", "tutorials/quick_start/index.rst"], "titles": ["imgutils.ascii.drawing", "imgutils.ascii", "imgutils.config", "imgutils.config.meta", "imgutils.data.background", "imgutils.data.blob", "imgutils.data.decode", "imgutils.data.encode", "imgutils.data.image", "imgutils.data", "imgutils.data.layer", "imgutils.data.pad", "imgutils.data.url", "imgutils.detect.booru_yolo", "imgutils.detect.censor", "imgutils.detect.eye", "imgutils.detect.face", "imgutils.detect.halfbody", "imgutils.detect.hand", "imgutils.detect.head", "imgutils.detect", "imgutils.detect.nudenet", "imgutils.detect.person", "imgutils.detect.similarity", "imgutils.detect.text", "imgutils.detect.visual", "imgutils.edge.canny", "imgutils.edge", "imgutils.edge.lineart", "imgutils.edge.lineart_anime", "imgutils.generic.classify", "imgutils.generic.clip", "imgutils.generic.enhance", "imgutils.generic", "imgutils.generic.siglip", "imgutils.generic.yolo", "imgutils.metadata.geninfo", "imgutils.metadata", "imgutils.metadata.lsb", "imgutils.metrics.aesthetic", "imgutils.metrics.ccip", "imgutils.metrics.dbaesthetic", "imgutils.metrics", "imgutils.metrics.laplacian", "imgutils.metrics.lpips", "imgutils.metrics.psnr_", "imgutils.ocr", "imgutils.operate.align", "imgutils.operate.censor_", "imgutils.operate.imgcensor", "imgutils.operate", "imgutils.operate.squeeze", "imgutils.pose.dwpose", "imgutils.pose.format", "imgutils.pose", "imgutils.pose.visual", "imgutils.preprocess.base", "imgutils.preprocess", "imgutils.preprocess.pillow", "imgutils.preprocess.torchvision", "imgutils.preprocess.transformers", "imgutils.resource.background", "imgutils.resource", "imgutils.restore.adversarial", "imgutils.restore", "imgutils.restore.nafnet", "imgutils.restore.scunet", "imgutils.sd", "imgutils.sd.metadata", "imgutils.sd.model", "imgutils.sd.nai", "imgutils.segment", "imgutils.segment.isnetis", "imgutils.tagging.blacklist", "imgutils.tagging.character", "imgutils.tagging.deepdanbooru", "imgutils.tagging.deepgelbooru", "imgutils.tagging.format", "imgutils.tagging", "imgutils.tagging.match", "imgutils.tagging.mldanbooru", "imgutils.tagging.order", "imgutils.tagging.overlap", "imgutils.tagging.wd14", "imgutils.upscale.cdc", "imgutils.upscale", "imgutils.utils.cache", "imgutils.utils.func", "imgutils.utils", "imgutils.utils.onnxruntime", "imgutils.validate.aicheck", "imgutils.validate.bangumi_char", "imgutils.validate.classify", "imgutils.validate.color", "imgutils.validate.completeness", "imgutils.validate.dbrating", "imgutils.validate.furry", "imgutils.validate", "imgutils.validate.monochrome", "imgutils.validate.nsfw", "imgutils.validate.portrait", "imgutils.validate.rating", "imgutils.validate.real", "imgutils.validate.safe", "imgutils.validate.style_age", "imgutils.validate.teen", "imgutils.validate.truncate", "Welcome to imgutils\u2019s Documentation", "Run Environment Information", "Run Environment Information", "Installation", "Quick Start"], "terms": {"img": [0, 5, 8, 11, 30, 63, 68], "str": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 32, 34, 35, 36, 38, 39, 40, 41, 43, 44, 46, 47, 48, 49, 51, 52, 55, 58, 59, 60, 61, 65, 66, 68, 69, 70, 72, 73, 74, 75, 76, 77, 79, 80, 81, 82, 83, 84, 89, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 106], "pathlik": [0, 4, 5, 7, 8, 10, 11, 13, 14, 15, 16, 17, 18, 19, 21, 22, 24, 25, 26, 28, 29, 30, 31, 32, 34, 35, 36, 38, 39, 40, 41, 43, 44, 46, 47, 48, 49, 51, 52, 55, 65, 66, 68, 70, 72, 75, 76, 80, 83, 84, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105], "byte": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 24, 25, 26, 28, 29, 30, 31, 32, 34, 35, 36, 38, 39, 40, 41, 43, 44, 46, 47, 48, 49, 51, 52, 53, 55, 65, 66, 68, 70, 72, 75, 76, 80, 83, 84, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105], "bytearrai": [0, 4, 5, 7, 8, 10, 11, 13, 14, 15, 16, 17, 18, 19, 21, 22, 24, 25, 26, 28, 29, 30, 31, 32, 34, 35, 36, 38, 39, 40, 41, 43, 44, 46, 47, 48, 49, 51, 52, 53, 55, 65, 66, 68, 70, 72, 75, 76, 80, 83, 84, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105], "binaryio": [0, 4, 5, 7, 8, 10, 11, 13, 14, 15, 16, 17, 18, 19, 21, 22, 24, 25, 26, 28, 29, 30, 31, 32, 34, 35, 36, 38, 39, 40, 41, 43, 44, 46, 47, 48, 49, 51, 52, 55, 65, 66, 68, 70, 72, 75, 76, 80, 83, 84, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105], "imag": [0, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 36, 37, 38, 39, 40, 41, 43, 44, 45, 46, 47, 48, 49, 51, 52, 54, 55, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 70, 71, 72, 75, 76, 77, 78, 80, 83, 84, 85, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 110], "max_width": 0, "int": [0, 4, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 24, 25, 28, 29, 30, 31, 34, 35, 38, 40, 44, 46, 47, 48, 49, 51, 52, 53, 55, 60, 61, 63, 65, 66, 72, 80, 84, 103], "none": [0, 4, 8, 10, 12, 14, 15, 16, 17, 18, 19, 22, 24, 25, 26, 28, 29, 30, 31, 32, 34, 35, 36, 38, 40, 48, 51, 52, 55, 58, 59, 60, 61, 68, 70, 73, 74, 89], "ellipsi": 0, "max_height": 0, "resampl": [0, 60], "2": [0, 8, 11, 13, 23, 24, 39, 40, 41, 44, 46, 53, 60, 63, 68, 83, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105], "level": [0, 14, 15, 16, 17, 18, 19, 22, 34, 35, 39, 48, 61, 75, 95], "aspect": [0, 11, 25, 35, 47], "float": [0, 7, 10, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 30, 35, 40, 41, 43, 44, 45, 46, 48, 49, 51, 53, 55, 60, 61, 63, 70, 73, 74, 75, 76, 77, 80, 81, 82, 83, 87, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105], "1": [0, 10, 13, 21, 22, 23, 39, 40, 41, 44, 46, 53, 60, 61, 63, 68, 69, 73, 74, 75, 76, 81, 83, 84, 87, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105, 108, 109, 110], "8": [0, 13, 23, 38, 40, 44, 48, 53, 60, 63, 68, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 108, 109, 110], "sourc": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 32, 34, 35, 36, 38, 39, 40, 41, 43, 44, 45, 46, 47, 48, 49, 51, 52, 53, 55, 56, 58, 59, 60, 61, 63, 65, 66, 68, 69, 70, 72, 73, 74, 75, 76, 77, 79, 80, 81, 82, 83, 84, 86, 87, 89, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 106], "gener": [0, 4, 13, 16, 22, 36, 37, 67, 68, 70, 76, 80, 83, 88, 95, 107], "art": [0, 68], "base": [0, 19, 22, 23, 30, 31, 34, 35, 40, 41, 43, 44, 47, 48, 49, 51, 53, 55, 57, 58, 60, 61, 70, 72, 75, 76, 80, 81, 82, 83, 91, 95, 99, 101, 107], "given": [0, 6, 7, 8, 10, 12, 15, 16, 18, 19, 20, 21, 24, 26, 28, 29, 30, 31, 34, 38, 40, 43, 47, 49, 53, 56, 60, 68, 70, 73, 74, 79, 82, 83, 90, 92, 95, 98, 99, 101, 105], "paramet": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 32, 34, 35, 36, 37, 38, 39, 40, 41, 43, 44, 45, 46, 47, 48, 49, 51, 52, 53, 55, 58, 59, 60, 61, 63, 65, 66, 68, 69, 70, 72, 73, 74, 75, 76, 77, 79, 80, 81, 82, 83, 84, 86, 87, 89, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 106], "imagetyp": [0, 5, 11, 13, 14, 15, 16, 17, 18, 19, 22, 24, 25, 30, 32, 35, 36, 38, 40, 41, 43, 46, 48, 51, 52, 55, 65, 66, 68, 70, 76, 83, 84, 91, 94, 96, 99, 100, 102, 103, 104], "The": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 25, 30, 31, 32, 34, 35, 36, 37, 38, 40, 41, 43, 46, 47, 48, 49, 51, 52, 53, 55, 58, 59, 60, 61, 63, 64, 65, 66, 68, 69, 70, 72, 74, 75, 76, 77, 79, 80, 81, 83, 84, 86, 87, 89, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 106, 110], "input": [0, 5, 11, 13, 14, 15, 16, 17, 19, 21, 22, 24, 25, 30, 31, 32, 34, 35, 36, 38, 40, 41, 43, 46, 47, 48, 49, 51, 52, 55, 58, 60, 63, 65, 66, 68, 70, 73, 74, 76, 77, 79, 81, 83, 84, 87, 91, 94, 96, 99, 100, 102, 104], "option": [0, 4, 12, 13, 14, 15, 16, 17, 18, 19, 22, 23, 24, 25, 30, 31, 34, 35, 36, 40, 46, 48, 51, 52, 55, 60, 61, 63, 68, 69, 70, 73, 74, 81, 86], "maximum": [0, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 25, 35, 40, 46, 47, 48, 60, 63, 86, 103], "width": [0, 4, 10, 11, 49, 60, 61, 80], "If": [0, 5, 8, 10, 12, 14, 15, 16, 17, 18, 19, 22, 23, 25, 30, 31, 34, 35, 36, 38, 40, 46, 48, 51, 53, 55, 58, 59, 60, 63, 65, 66, 68, 69, 70, 73, 74, 81, 83, 89, 90, 91, 92, 95, 98, 101, 105], "set": [0, 13, 25, 30, 31, 35, 40, 51, 53, 55, 60, 83, 89, 92, 95, 101, 105, 106], "automat": [0, 4, 31, 34, 40, 51, 89, 108, 109], "determin": [0, 8, 40, 99], "termin": 0, "size": [0, 4, 6, 7, 10, 11, 12, 24, 25, 26, 28, 29, 40, 47, 49, 51, 55, 58, 59, 60, 61, 63, 65, 66, 68, 72, 80, 84, 85, 103, 108, 109], "height": [0, 4, 10, 11, 49, 60, 61, 80], "filter": [0, 35, 51, 60, 63, 73, 74, 95, 97, 101], "us": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 32, 34, 35, 36, 37, 38, 39, 40, 41, 44, 46, 48, 49, 51, 52, 55, 56, 58, 60, 63, 64, 65, 66, 68, 69, 70, 73, 75, 76, 77, 80, 83, 84, 86, 87, 89, 90, 91, 92, 95, 97, 98, 99, 101, 105], "when": [0, 7, 10, 13, 24, 26, 28, 29, 30, 31, 38, 40, 44, 48, 49, 53, 56, 60, 65, 68, 70, 72, 80, 84, 86, 89, 90, 106], "resiz": [0, 11, 24, 25, 35, 47, 55, 58, 59, 60, 68, 80], "charact": [0, 40, 46, 55, 71, 72, 75, 76, 77, 78, 83, 91, 107], "repres": [0, 7, 10, 13, 14, 15, 16, 23, 40, 44, 48, 51, 53, 70, 72, 81, 90, 99, 106], "differ": [0, 8, 11, 15, 16, 17, 18, 19, 22, 23, 31, 36, 37, 38, 40, 44, 45, 52, 53, 59, 60, 91, 96, 100, 102, 104, 108, 109], "intens": 0, "proport": [0, 91], "correct": [0, 38], "output": [0, 25, 30, 31, 34, 41, 55, 68, 69, 76, 81, 83, 110], "which": [0, 4, 10, 23, 24, 26, 28, 29, 34, 36, 40, 44, 49, 58, 60, 61, 64, 68, 69, 70, 72, 73, 76, 80, 86, 87, 89, 90, 92, 97, 98, 99, 106, 107, 108, 109, 110], "should": [0, 3, 10, 25, 40, 44, 48, 49, 51, 60, 72, 83, 110], "approxim": 0, "ratio": [0, 11, 25, 35, 46, 47, 49, 80], "your": [0, 51, 65, 106, 108, 109, 110], "thi": [0, 3, 4, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 27, 30, 31, 32, 34, 35, 36, 37, 38, 39, 40, 41, 43, 44, 46, 48, 49, 51, 52, 53, 55, 56, 58, 59, 60, 63, 65, 66, 67, 68, 69, 70, 71, 75, 78, 82, 83, 84, 86, 87, 89, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 106, 108, 109], "valu": [0, 4, 8, 10, 11, 14, 18, 19, 22, 23, 38, 40, 44, 48, 51, 53, 58, 59, 60, 69, 75, 80, 87, 90, 98, 106], "ensur": [0, 31, 35, 40, 47, 60, 65, 68, 86], "i": [0, 4, 5, 6, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 34, 35, 36, 37, 38, 39, 40, 41, 43, 44, 46, 48, 49, 51, 52, 53, 55, 56, 58, 59, 60, 61, 63, 65, 66, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 80, 81, 83, 84, 86, 87, 89, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110], "close": [0, 49, 68], "possibl": [0, 24, 31, 40, 49], "origin": [0, 4, 6, 8, 21, 26, 28, 29, 38, 39, 45, 48, 49, 51, 55, 72, 75, 77, 80, 81, 99], "default": [0, 4, 5, 7, 8, 10, 13, 14, 15, 16, 17, 18, 19, 21, 23, 24, 26, 28, 29, 30, 31, 34, 35, 40, 41, 43, 44, 46, 48, 49, 51, 53, 55, 60, 61, 65, 66, 69, 72, 73, 74, 75, 77, 80, 83, 84, 89, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105], "return": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 32, 34, 35, 36, 38, 39, 40, 41, 43, 44, 45, 46, 47, 48, 49, 51, 52, 53, 55, 58, 59, 60, 61, 63, 65, 66, 68, 69, 70, 72, 73, 74, 75, 76, 77, 79, 80, 81, 82, 83, 84, 86, 87, 89, 90, 91, 92, 93, 94, 95, 96, 99, 100, 101, 102, 103, 104, 105, 106], "represent": [0, 23, 40, 58, 59, 68], "type": [0, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 22, 23, 24, 25, 30, 31, 32, 34, 35, 36, 38, 40, 41, 43, 46, 48, 49, 51, 52, 53, 55, 58, 59, 60, 61, 63, 65, 66, 68, 69, 70, 73, 74, 77, 79, 81, 82, 83, 84, 86, 87, 91, 94, 95, 96, 99, 100, 101, 102, 103, 104], "exampl": [0, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 22, 23, 25, 26, 27, 28, 29, 30, 35, 39, 40, 41, 43, 44, 45, 46, 47, 48, 49, 51, 52, 58, 59, 60, 61, 63, 68, 72, 73, 74, 75, 76, 77, 80, 81, 82, 83, 84, 86, 87, 89, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105, 106], "here": [0, 13, 21, 27, 40, 44, 45, 68, 73, 75, 76, 80, 83, 84, 91, 93, 106, 108, 109], "an": [0, 4, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 36, 38, 39, 40, 41, 43, 44, 46, 47, 48, 49, 51, 52, 53, 55, 58, 60, 63, 65, 66, 68, 70, 71, 72, 74, 75, 76, 78, 81, 83, 84, 87, 89, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 106], "jerri": 0, "from": [0, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 24, 25, 26, 28, 29, 30, 34, 35, 36, 38, 39, 40, 41, 43, 44, 45, 46, 47, 48, 49, 51, 52, 53, 58, 59, 60, 61, 63, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 80, 81, 82, 83, 84, 86, 87, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 106, 108, 109, 110], "import": [0, 6, 7, 8, 10, 11, 13, 14, 15, 16, 17, 18, 19, 22, 25, 35, 38, 39, 40, 41, 43, 44, 45, 46, 47, 48, 49, 51, 52, 58, 59, 60, 61, 63, 68, 72, 73, 74, 75, 76, 77, 80, 81, 82, 83, 84, 86, 87, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105, 106, 108, 109, 110], "print": [0, 5, 13, 18, 19, 22, 23, 35, 68, 69, 108, 109, 110], "png": [0, 5, 8, 10, 14, 25, 36, 38, 43, 48, 49, 51, 63, 68, 70, 72, 83, 84, 93, 106], "draw": [1, 25, 27, 28, 55, 99, 107], "ascii_draw": 1, "meta": [2, 107, 110], "__title__": [2, 110], "__version__": [2, 110], "__description__": [2, 110], "__author__": [2, 110], "__author_email__": 2, "overview": [3, 4, 6, 7, 9, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 24, 25, 26, 27, 28, 29, 32, 33, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 51, 52, 54, 60, 61, 62, 63, 64, 65, 66, 67, 68, 71, 72, 73, 74, 75, 76, 77, 78, 80, 83, 84, 85, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106], "inform": [3, 31, 34, 35, 36, 37, 38, 55, 68, 70, 82], "packag": 3, "titl": [3, 70], "project": [3, 21, 75, 83, 106], "version": [3, 13, 14, 15, 16, 17, 18, 19, 21, 22, 24, 35, 39, 48, 65, 66, 68, 69, 86, 92, 107, 110], "short": [3, 76, 80, 83], "descript": [3, 21, 30, 34, 70], "includ": [3, 5, 8, 11, 12, 13, 14, 21, 22, 23, 25, 30, 31, 32, 34, 35, 36, 37, 52, 53, 59, 60, 67, 68, 69, 70, 76, 83, 87, 91, 99], "setup": 3, "py": [3, 72], "author": [3, 69], "email": 3, "step": [4, 49, 60, 68], "forecolor": [4, 26, 28, 29], "lightgrei": 4, "backcolor": [4, 26, 28, 29], "white": [4, 8, 11, 26, 28, 29, 31, 60, 68, 72], "creat": [4, 30, 31, 34, 35, 36, 48, 58, 59, 60, 68, 70, 74, 90], "black": [4, 48, 68], "squar": [4, 60], "can": [4, 5, 8, 10, 14, 15, 16, 17, 18, 19, 20, 21, 22, 25, 27, 31, 34, 36, 38, 40, 44, 48, 52, 53, 58, 60, 68, 69, 70, 76, 81, 83, 89, 91, 97, 98, 107, 110], "complement": 4, "transpar": [4, 8, 10, 26, 28, 29, 49, 51, 72, 84], "area": [4, 10, 13, 23, 24, 48, 49], "grid": 4, "pixel": [4, 25, 38, 48, 49, 51, 60, 63, 68, 72, 98], "mean": [4, 21, 23, 24, 26, 28, 29, 30, 40, 43, 44, 49, 53, 58, 59, 60, 89, 92, 110], "function": [4, 7, 8, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 30, 31, 34, 35, 36, 37, 38, 40, 43, 46, 48, 49, 51, 52, 55, 58, 59, 60, 63, 65, 67, 68, 69, 70, 82, 83, 84, 86, 87, 91, 95, 99, 101, 106], "suitabl": [4, 58, 60, 75, 99], "color": [4, 8, 10, 11, 26, 28, 29, 48, 63, 68, 72, 97, 98, 107], "fore": [4, 26, 28, 29], "back": [4, 83], "A": [4, 5, 8, 14, 15, 16, 17, 18, 19, 21, 22, 26, 28, 29, 30, 35, 38, 39, 40, 41, 46, 47, 48, 49, 51, 58, 60, 61, 68, 69, 70, 74, 77, 82, 86, 89, 90, 91, 92, 94, 95, 96, 98, 100, 101, 102, 103, 104, 105, 110], "rgba": [4, 8, 32, 38, 65, 66, 72, 84], "contain": [4, 5, 10, 14, 15, 16, 17, 18, 19, 21, 22, 23, 25, 30, 31, 34, 35, 40, 41, 53, 55, 60, 65, 68, 69, 70, 76, 80, 83, 92, 95, 101, 103, 105], "add": [4, 36, 69, 70, 77], "rgb": [4, 6, 7, 8, 11, 31, 32, 48, 60, 61, 68, 72, 84], "In": [4, 28, 40, 91, 92], "document": [4, 108, 109, 110], "accur": [4, 14, 22, 95, 101], "present": [4, 36, 70, 75], "state": [4, 34], "shown": [4, 71], "follow": [4, 30, 40, 53, 59, 60, 64, 69, 70, 76, 83, 90, 91, 92, 94, 95, 96, 98, 100, 101, 102, 104, 105, 110], "figur": 4, "modul": [5, 8, 11, 12, 13, 18, 19, 21, 22, 23, 24, 25, 30, 31, 34, 35, 36, 37, 38, 58, 59, 67, 69, 70, 71, 83, 86, 87, 95, 101, 107], "provid": [5, 8, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 30, 31, 32, 34, 35, 36, 37, 38, 40, 48, 51, 53, 55, 58, 59, 60, 67, 68, 69, 70, 80, 81, 83, 86, 87, 89, 95, 101], "util": [5, 8, 11, 12, 21, 22, 30, 33, 35, 44, 47, 51, 54, 58, 59, 64, 67, 69, 75, 76, 80, 83, 107], "handl": [5, 8, 11, 12, 30, 31, 34, 35, 37, 38, 56, 59, 60, 67, 70], "url": [5, 9, 14, 17, 19, 31, 38, 68, 107], "convers": [5, 8, 35, 59, 60], "between": [5, 15, 16, 22, 23, 30, 31, 34, 40, 44, 45, 49, 59, 65, 66, 74, 80, 84, 87], "valid": [5, 12, 48, 49, 53, 60, 107], "format": [5, 8, 10, 11, 26, 28, 29, 30, 31, 34, 35, 36, 37, 38, 41, 48, 51, 52, 54, 58, 60, 68, 69, 70, 76, 78, 83, 99, 107], "support": [5, 6, 8, 11, 12, 15, 16, 17, 19, 22, 30, 34, 35, 36, 49, 55, 58, 59, 60, 65, 66, 68, 69, 70, 83, 84], "convert": [5, 8, 31, 36, 38, 40, 53, 58, 59, 60, 70, 83, 99], "specifi": [5, 8, 11, 23, 24, 25, 30, 31, 34, 35, 40, 48, 49, 51, 60, 68, 69, 70, 74, 76, 81, 83, 86], "load": [5, 8, 14, 15, 18, 19, 30, 31, 34, 35, 36, 38, 68, 83, 89], "variou": [5, 8, 15, 16, 18, 22, 23, 25, 30, 32, 34, 35, 37, 60, 68, 70, 87, 110], "mime": 5, "jpg": [5, 6, 7, 8, 12, 13, 15, 16, 17, 18, 19, 22, 25, 30, 35, 39, 40, 41, 43, 44, 45, 46, 47, 48, 49, 52, 61, 72, 75, 76, 80, 83, 90, 91, 92, 93, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105, 106], "save_kwarg": 5, "string": [5, 14, 16, 17, 21, 38, 53, 68, 69, 77, 89, 106], "pil": [5, 6, 7, 8, 10, 11, 12, 18, 25, 31, 35, 44, 47, 48, 49, 51, 58, 60, 61, 63, 68, 76, 84, 93, 98], "numpi": [5, 6, 10, 25, 31, 34, 38, 40, 51, 53, 83, 87], "arrai": [5, 10, 25, 31, 38, 40, 44, 51, 53, 83, 87], "file": [5, 8, 10, 11, 12, 13, 14, 17, 19, 25, 36, 38, 44, 61, 67, 68, 69, 70, 89, 98, 106, 107], "path": [5, 8, 10, 11, 13, 14, 17, 19, 25, 31, 35, 38, 61, 68, 69, 70, 76, 93, 98, 106], "desir": [5, 61], "addit": [5, 12, 30, 31, 34, 35, 36, 48, 49, 59, 68, 70], "keyword": [5, 12, 30, 31, 34, 35, 36, 48, 49, 68, 70, 86], "argument": [5, 12, 30, 31, 34, 35, 36, 48, 49, 52, 53, 68, 70, 74, 76, 83, 86], "pass": [5, 12, 28, 29, 30, 31, 34, 35, 36, 48, 49, 68, 72, 80, 84, 86], "save": [5, 10, 25, 36, 63, 68, 69, 70, 72], "encod": [5, 6, 9, 30, 31, 34, 38, 70, 107], "open": [5, 6, 7, 8, 10, 13, 18, 30, 35, 47, 48, 49, 51, 63, 68, 69, 84, 89], "test": [5, 44, 84, 90, 91, 92, 94, 95, 96, 98, 100, 101, 102, 104, 105], "blob_url": 5, "qualiti": [5, 24, 41, 62, 68, 83, 84], "95": [5, 35, 60, 73, 74, 81], "base64": 5, "pre": [5, 14, 16, 19, 31, 34, 41], "object": [5, 6, 8, 10, 12, 13, 19, 23, 25, 35, 36, 38, 44, 48, 52, 55, 56, 59, 60, 61, 68, 70, 75, 76, 89, 92, 93, 95, 98, 101, 105], "rais": [5, 8, 12, 14, 15, 17, 18, 19, 22, 23, 30, 34, 35, 38, 48, 51, 53, 56, 58, 59, 60, 63, 68, 69, 70, 73, 74, 81], "valueerror": [5, 12, 14, 17, 19, 22, 23, 30, 34, 38, 51, 60, 70, 81], "unsupport": [5, 46, 59, 60, 81], "method": [5, 11, 12, 30, 31, 32, 34, 35, 37, 38, 40, 48, 60, 95, 101], "warn": 5, "userwarn": 5, "doesn": [5, 38, 74], "t": [5, 38, 74], "match": [5, 23, 34, 38, 51, 60, 74, 78, 107], "actual": [5, 19, 22, 46], "invalid": [5, 14, 17, 19, 22, 30, 34, 36, 60], "show": [5, 12, 14, 15, 16, 17, 52], "bool": [5, 7, 8, 12, 25, 28, 35, 40, 46, 48, 51, 52, 55, 60, 65, 66, 69, 70, 73, 74, 75, 76, 77, 79, 80, 83, 84, 90, 98, 106], "effici": [5, 21, 24, 31, 69, 87], "without": [5, 35, 63, 68, 73, 74, 82], "content": [5, 12, 13, 28, 46, 71], "true": [5, 7, 8, 12, 25, 35, 40, 48, 49, 52, 55, 58, 59, 60, 65, 66, 69, 70, 73, 74, 77, 79, 83, 90, 93, 98, 106], "fals": [5, 6, 7, 8, 12, 25, 28, 35, 40, 46, 48, 60, 65, 66, 68, 69, 70, 73, 74, 75, 76, 77, 79, 80, 83, 84, 90, 93, 98, 106], "otherwis": [5, 8, 12, 36, 40, 60, 65, 66, 70, 73, 74, 79, 84, 89], "abc": 5, "svg": 5, "xml": 5, "jpeg": [5, 64, 68, 93, 106], "text": [5, 20, 25, 31, 34, 46, 68, 77, 79, 107], "plain": 5, "hello": 5, "order_": [6, 7], "chw": [6, 7], "both": [6, 14, 23, 31, 34, 46, 58, 69, 83], "np": [6, 7, 10, 30, 31, 34, 38, 40, 49, 51, 53, 83, 87], "uint8": [6, 7], "float32": [6, 7, 10, 26, 28, 29, 40], "ar": [6, 10, 13, 14, 15, 16, 17, 18, 19, 22, 23, 24, 30, 31, 34, 35, 36, 40, 43, 44, 45, 46, 48, 53, 56, 59, 60, 61, 64, 68, 69, 70, 73, 74, 75, 76, 80, 81, 83, 84, 90, 91, 92, 93, 94, 95, 96, 98, 100, 101, 102, 103, 104, 105, 106], "order": [6, 7, 60, 77, 78, 107], "rgb_encod": [6, 9], "custom_imag": [6, 7], "data_cwh": 6, "cwh": 6, "data_int": 6, "use_float": [6, 7], "mode": [6, 7, 8, 11, 23, 35, 38, 59, 61, 68, 81, 84, 89], "1606x1870": [6, 7], "0x7fb9b89bbdc0": 6, "0x7fb9b89bbe50": 6, "0x7fb9b89bbdf0": 6, "invers": 6, "oper": [6, 31, 34, 39, 40, 41, 43, 44, 60, 69, 107], "ndarrai": [7, 10, 30, 31, 34, 38, 40, 44, 49, 51, 53, 83, 87], "channel": [7, 8, 32, 60, 65, 66, 84], "jpegimageplugin": [7, 61], "jpegimagefil": [7, 61], "0x7f9ec37389d0": 7, "shape": [7, 40, 44, 51, 72, 83], "dtype": [7, 40], "3": [7, 10, 13, 14, 15, 16, 22, 23, 40, 41, 44, 46, 48, 53, 55, 60, 63, 68, 76, 83, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105, 108, 109, 110], "1870": 7, "1606": 7, "whc": 7, "": [7, 13, 14, 15, 16, 17, 18, 19, 22, 23, 24, 30, 35, 36, 38, 46, 48, 58, 60, 68, 83, 86, 94], "result": [7, 10, 11, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 30, 31, 34, 35, 38, 41, 44, 46, 48, 49, 51, 52, 72, 75, 76, 83, 87, 94, 95, 101], "same": [7, 8, 40, 45, 83, 86], "torchvis": [7, 57, 107], "transform": [7, 8, 56, 57, 58, 59, 77, 107], "to_tensor": [7, 58, 59], "process": [8, 9, 12, 14, 15, 17, 18, 23, 32, 35, 37, 38, 40, 58, 60, 63, 65, 66, 67, 74, 83, 110], "manipul": [8, 67], "python": [8, 38, 63, 86, 108, 109, 110], "librari": [8, 35, 58, 60, 63, 110], "It": [8, 10, 11, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 30, 31, 34, 35, 36, 37, 48, 49, 51, 55, 58, 59, 67, 69, 70, 83, 86, 87, 99, 110], "multipl": [8, 10, 17, 31, 34, 38, 40, 44, 68], "ad": [8, 13, 60, 69, 70, 77], "background": [8, 9, 11, 26, 28, 29, 31, 62, 68, 72, 107], "check": [8, 12, 38, 43, 69, 73, 74, 79, 90, 93, 103, 106, 110], "alpha": [8, 32, 65, 66], "design": [8, 23, 30, 34, 36, 37], "simplifi": [8, 91], "common": [8, 59], "relat": [8, 13, 15, 18, 67, 74, 87], "task": [8, 22, 23, 34, 37, 48, 58], "applic": [8, 58, 75, 80, 99], "kei": [8, 19, 23, 31, 60, 69, 76, 83], "featur": [8, 14, 19, 31, 33, 34, 40, 44, 70, 72, 75, 76, 77, 83, 91], "binari": [8, 87], "like": [8, 13, 20, 25, 59, 60, 80, 86, 110], "onc": 8, "particularli": [8, 23, 30, 36, 37, 70, 86], "requir": [8, 10, 21, 22, 40, 49, 69, 70, 95, 101, 110], "preprocess": [8, 21, 30, 31, 35, 40, 65, 107], "befor": [8, 38, 40, 69, 83], "further": 8, "analysi": [8, 41], "force_background": [8, 60], "appli": [8, 16, 19, 21, 32, 40, 48, 49, 51, 58, 60, 63, 83, 87], "necessari": [8, 40, 75, 80], "ha": [8, 24, 46, 59, 84, 99, 108, 109], "4": [8, 13, 16, 18, 19, 23, 38, 39, 40, 41, 44, 48, 53, 63, 65, 66, 68, 76, 83, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105, 108, 109], "avoid": [8, 75], "anomali": 8, "dure": [8, 30, 38, 77, 98, 106], "subsequ": [8, 31, 48], "union": [8, 11, 14, 15, 16, 17, 18, 19, 22, 23, 31, 34, 38, 40, 48, 53, 58, 60, 68, 70, 73, 74, 81], "retain": 8, "typeerror": [8, 53, 58, 59, 60, 73, 74, 81], "isinst": 8, "list": [8, 10, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 30, 31, 34, 35, 40, 44, 46, 48, 49, 52, 55, 58, 59, 60, 61, 73, 74, 81, 82, 83, 90, 92, 95, 101, 105], "tupl": [8, 10, 11, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 30, 31, 34, 35, 40, 41, 44, 46, 48, 49, 52, 60, 83, 91, 92, 94, 95, 96, 99, 100, 101, 102, 103, 104, 105], "take": [8, 55, 60], "singl": [8, 17, 34, 38, 40, 59, 60, 77, 83, 87], "call": [8, 27, 68], "each": [8, 10, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 25, 30, 35, 40, 44, 51, 58, 67, 77, 79, 83, 84, 99], "item": [8, 10, 19], "batch": [8, 65, 66, 83, 84, 103], "multiimagestyp": [8, 31, 34, 40, 49], "iter": [8, 60, 63, 74], "img_path": 8, "image1": 8, "image2": 8, "loaded_imag": 8, "len": [8, 61], "all": [8, 10, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 27, 30, 31, 34, 35, 39, 40, 41, 43, 44, 46, 52, 53, 63, 65, 66, 69, 71, 72, 76, 78, 83, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105], "pillow": [8, 57, 107], "boolean": [8, 40], "tool": [9, 17, 25, 30, 32, 39, 40, 41, 42, 48, 63, 71, 77, 97, 99], "basic": [9, 58, 62, 74], "grid_background": 9, "grid_transpar": 9, "blob": [9, 72, 107], "to_blob_url": 9, "load_image_from_blob_url": 9, "is_valid_image_blob_url": 9, "decod": [9, 38, 107], "rgb_decod": 9, "load_imag": [9, 25, 52, 68], "has_alpha_channel": 9, "layer": [9, 87, 107], "istack": 9, "pad": [9, 25, 72, 107], "pad_image_to_s": 9, "download_image_from_url": 9, "is_http_url": 9, "mai": [10, 15, 18, 40, 64, 68, 75, 80, 86, 106, 108, 109], "block": [10, 30, 34, 35], "togeth": 10, "new": [10, 11, 24, 30, 53, 65, 66, 68, 69, 74], "similar": [10, 13, 20, 31, 34, 40, 44, 60, 80, 83, 107], "techniqu": [10, 32, 38], "p": [10, 75, 76, 80, 83], "need": [10, 17, 35, 46, 49, 86, 90, 92, 95, 98, 101, 105], "stack": [10, 83], "addition": 10, "second": [10, 23, 40, 45, 79], "element": [10, 83], "rang": [10, 40, 44, 49], "left": [10, 48, 49, 53, 87], "0": [10, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 30, 31, 35, 39, 40, 41, 44, 46, 48, 49, 51, 53, 55, 58, 59, 60, 63, 68, 69, 73, 74, 75, 76, 77, 80, 81, 82, 83, 87, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105, 108, 109, 110], "right": [10, 48, 53, 87], "two": [10, 23, 40, 45, 63, 79, 98], "dimension": [10, 83], "h": [10, 26, 28, 29, 51, 72], "w": [10, 26, 28, 29, 51, 72, 83], "posit": [10, 40, 48, 49, 91], "target": [10, 11, 20, 26, 28, 29, 31, 49, 60], "By": [10, 46], "first": [10, 11, 13, 17, 23, 35, 40, 45, 79], "howev": [10, 40], "solid": [10, 48], "pure": [10, 72], "lime": [10, 72], "nian": 10, "nian_lim": 10, "yellow": [10, 68], "5": [10, 13, 17, 22, 23, 40, 41, 44, 46, 49, 51, 53, 58, 59, 60, 61, 68, 75, 87, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105], "9": [10, 13, 23, 40, 44, 53, 60, 68, 81, 90, 91, 92, 94, 95, 98, 99, 100, 101, 102, 104, 105], "nian_tran": 10, "custom": [10, 14, 15, 16, 17, 18, 19, 22, 30, 34, 35, 38, 41, 48, 49, 51, 59, 60, 68, 69, 73], "mask": [10, 26, 28, 29, 49, 51, 72], "hs1": 10, "ab": 10, "linspac": 10, "ws1": 10, "nian_mask": 10, "hxw": [10, 26, 28, 29, 51], "dimens": [11, 47, 60], "while": [11, 14, 16, 17, 18, 25, 35, 47, 49, 63, 86], "maintain": [11, 25, 35, 47, 53, 86, 110], "pars": [11, 56, 58, 59, 67, 68, 107], "specif": [11, 13, 14, 19, 30, 31, 34, 36, 38, 48, 53, 56, 58, 60, 70, 71, 91, 95, 101], "pic": 11, "background_color": 11, "interpol": [11, 58, 59, 60], "fit": [11, 51], "within": [11, 48, 68, 75, 83], "preserv": [11, 63], "reach": [11, 44], "exact": 11, "other": [11, 13, 40, 46, 60, 79, 82, 91], "integ": [11, 14, 38, 44, 53, 60], "name": [11, 13, 14, 15, 16, 17, 18, 19, 22, 24, 30, 31, 34, 35, 40, 41, 46, 48, 53, 58, 59, 60, 75, 80, 83, 84, 90, 91, 94, 96, 99, 100, 102, 103, 104], "etc": [11, 31, 60], "100": [11, 21, 26, 35, 43, 60, 86], "50": [11, 60], "200": [11, 26, 35, 60], "blue": [11, 68], "download": 12, "special": [12, 13], "github": [12, 52, 108, 109, 110], "hug": [12, 19, 30, 31, 34, 35, 40, 60, 83], "face": [12, 19, 20, 21, 30, 31, 34, 35, 40, 53, 55, 60, 68, 74, 83, 91, 107], "progress": [12, 65, 66, 84], "track": 12, "host": [12, 13, 16, 21, 24, 31, 40, 46, 61, 76, 84, 90, 91, 92, 94, 95, 96, 98, 100, 101, 102, 104, 105, 110], "main": [12, 18, 21, 22, 25, 30, 31, 34, 35, 40, 60, 68, 70, 72, 75, 86, 110], "compon": [12, 13, 23, 30, 31, 34, 35, 86], "http": [12, 52, 72, 110], "intern": [12, 34, 56, 69], "silent": [12, 65, 66, 84], "expected_s": 12, "kwarg": [12, 13, 14, 15, 16, 17, 18, 19, 22, 30, 31, 34, 35, 36, 48, 49, 68, 70], "suppress": [12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 25, 35, 48, 84], "bar": 12, "displai": [12, 31, 34, 65, 66], "expect": [12, 38, 60], "session": 12, "get": [12, 26, 28, 29, 31, 39, 41, 61, 62, 68, 72, 75, 78, 83, 89, 91, 96, 98, 100, 102, 104], "especi": 12, "hf": 12, "request": 12, "requestexcept": 12, "fail": [12, 14], "unidentifiedimageerror": 12, "com": [12, 52, 110], "ftp": 12, "booru": 13, "yolo": [13, 19, 21, 33, 107], "aperveyev": 13, "deepgh": [13, 14, 15, 16, 17, 18, 19, 21, 24, 40, 44, 46, 61, 76, 80, 84, 90, 91, 92, 94, 95, 96, 98, 100, 101, 102, 104, 105, 110], "overal": [13, 14, 15, 16, 17, 18, 19, 21, 22, 24, 27, 39, 40, 41, 43, 44, 46, 52, 63, 65, 66, 71, 78, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105], "benchmark": [13, 14, 15, 16, 17, 18, 19, 21, 22, 24, 27, 39, 40, 41, 43, 44, 46, 52, 63, 65, 66, 71, 78, 84, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105], "explan": 13, "No": [13, 68, 108, 109], "head": [13, 20, 25, 52, 74, 91, 100, 107], "anim": [13, 14, 15, 16, 17, 18, 19, 20, 22, 27, 29, 39, 40, 41, 43, 52, 54, 55, 61, 68, 71, 72, 74, 75, 78, 84, 91, 92, 95, 96, 100, 101, 102, 104, 105, 110], "pretti": 13, "girl": [13, 46, 74], "onli": [13, 14, 15, 16, 17, 18, 19, 22, 25, 40, 69, 74, 75, 80, 83, 98], "bust": 13, "torso": 13, "part": [13, 51, 52, 53], "collarbon": 13, "center": [13, 49, 59, 60], "pair": [13, 23, 34], "cover": [13, 21, 49, 68, 74], "breast": [13, 21, 74, 75, 76, 80, 82, 83], "boob": 13, "bra": 13, "nippl": [13, 14, 48, 68], "mostli": [13, 17], "visibl": [13, 25], "nsfw": [13, 48, 97, 107], "shld": 13, "shoulder": [13, 53], "mayb": 13, "one": [13, 34, 38, 44, 46, 60, 74, 83], "view": [13, 46], "profil": 13, "exactli": 13, "rear": 13, "exclud": 13, "sideb": 13, "uncov": 13, "visual": [13, 14, 15, 16, 17, 19, 20, 22, 40, 42, 52, 54, 83, 107], "mark": 13, "belli": [13, 21], "button": [13, 30, 76], "hip": [13, 53], "half": [13, 17, 74], "stock": 13, "line": [13, 27, 28, 55], "knee": [13, 53], "below": [13, 55, 71, 110], "6": [13, 23, 25, 40, 44, 53, 60, 63, 73, 74, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105, 108, 109], "nopan": 13, "panti": [13, 77], "cloth": 13, "bikini": 13, "regardless": 13, "censor": [13, 20, 48, 49, 95, 101, 107], "evid": 13, "7": [13, 14, 16, 17, 18, 19, 35, 40, 44, 46, 48, 51, 53, 60, 68, 73, 74, 80, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 104, 105], "butt": 13, "buttock": [13, 21], "least": [13, 37, 38, 70], "partial": 13, "behind": 13, "more": [13, 14, 33, 34, 46, 53, 58, 68, 86, 89], "less": [13, 14, 16, 22, 90], "stand": [13, 68, 75, 76, 80, 83], "sit": [13, 74], "ass": 13, "split": [13, 80], "leg": [13, 68], "wide": [13, 68], "90": 13, "degre": [13, 49], "typic": [13, 14, 31, 60], "abov": [13, 14, 15, 16, 17, 18, 19, 22, 51, 92, 95, 101, 105], "10": [13, 24, 30, 40, 44, 49, 53, 60, 63, 90, 91, 92, 95, 98, 99, 101, 102], "sprd": 13, "strongli": [13, 84], "11": [13, 40, 53, 90, 91, 92, 95, 98, 99, 101, 102], "vsplt": 13, "pose": [13, 40, 107], "12": [13, 25, 40, 48, 53, 60, 90, 91, 92, 95, 98, 99, 101, 102], "vsprd": 13, "vsplit": 13, "13": [13, 40, 53, 91, 92, 95, 99, 102, 104], "full": [13, 68], "almost": 13, "side": [13, 47, 74, 106], "usual": [13, 44], "ly": 13, "14": [13, 53, 60, 91, 92, 95, 99, 102, 110], "wing": [13, 74], "dragon": 13, "poni": 13, "15": [13, 43, 45, 53, 60, 91, 92, 95, 99, 102, 108, 109], "feral": 13, "four": [13, 14, 91], "non": [13, 14, 15, 16, 17, 18, 19, 21, 22, 35, 48, 96], "human": [13, 14, 15, 16, 17, 18, 19, 22, 52, 54, 90], "16": [13, 53, 60, 63, 65, 66, 91, 95, 99, 102], "hdrago": 13, "style": [13, 17, 22, 49, 104, 110], "17": [13, 53, 60, 99, 104], "hponi": 13, "18": [13, 21, 53, 60, 95, 99, 101, 108, 109], "hfox": 13, "cartoon": 13, "fox": 13, "dog": 13, "zootopia": 13, "nick": 13, "wild": 13, "19": [13, 53, 99], "hrabb": 13, "rabbit": 13, "judi": 13, "hopp": 13, "bunnygirl": 13, "20": [13, 30, 53, 60, 68, 99], "hcat": 13, "cat": [13, 74, 81], "catgirl": 13, "sharp": 13, "muzzl": 13, "compar": [13, 23, 34], "21": [13, 17, 53, 60, 104], "hbear": 13, "bear": 13, "22": [13, 53, 60], "jacko": 13, "memet": 13, "jack": 13, "o": [13, 68, 70, 80, 83, 95, 98, 108, 109], "contest": 13, "toward": [13, 53], "viewer": [13, 68], "23": [13, 53, 60], "jackx": 13, "sometim": 13, "24": [13, 40, 44, 53, 60, 63], "hhors": 13, "hors": 13, "implement": [13, 31, 34, 45, 86], "aa09": 13, "25": [13, 16, 21, 35, 45, 60, 104], "hbird": 13, "bird": 13, "releas": 13, "time": [13, 70, 84], "yolov8s_pp09": 13, "2023": 13, "focus": 13, "class": [13, 15, 18, 19, 30, 31, 32, 34, 35, 38, 48, 49, 53, 56, 58, 60, 61, 67, 68, 70, 74, 91, 92, 95, 96, 100, 101, 102, 104, 105], "advanc": [13, 110], "capabl": [13, 31, 38, 46], "scenario": [13, 75, 80, 86], "yolov8s_pp12": 13, "2024": 13, "final": 13, "patch": 13, "continu": 13, "focu": [13, 68], "enhanc": [13, 33, 107], "improv": [13, 24, 83], "previou": 13, "yolov8m_pp13": 13, "offer": [13, 16, 17, 18, 23, 58, 70, 98], "yolov8n_as01": 13, "spinoff": 13, "26": [13, 60], "train": [13, 14, 15, 16, 17, 18, 19, 22, 40, 41, 75, 76, 77, 80, 84, 95, 101], "80": 13, "epoch": 13, "sfw": 13, "subset": 13, "wa": 13, "eventu": 13, "abandon": 13, "due": [13, 39, 40, 75, 80, 86, 91, 106], "ineffect": 13, "yolov8m_as02": 13, "start": [13, 38, 49, 68, 107], "30": [13, 22, 49], "public": [13, 31], "friendli": [13, 110], "reduc": [13, 40, 51, 83], "yolov8m_as03": 13, "as02": 13, "60": 13, "aim": 13, "bottleneck": 13, "reproduc": 13, "yolov8s_aa06": 13, "initi": [13, 30, 31, 35, 38, 48, 61, 74], "current": [13, 59, 65, 68, 95, 101, 108, 109, 110], "reincarn": 13, "some": [13, 30, 33, 40, 44, 45, 49, 62, 73, 75, 76, 80, 83, 84, 86, 93, 106, 108, 109], "yolov8s_aa09": 13, "updat": [13, 30, 31, 34, 35, 69], "dataset": [13, 14, 15, 16, 17, 18, 19, 22, 41, 44, 83, 97], "closeup": 13, "adjust": [13, 35, 44, 74], "larg": [13, 28, 31, 40, 83], "hat": [13, 74], "aa06": 13, "yolov8s_aa10": 13, "major": 13, "fix": 13, "issu": [13, 19, 65], "wear": 13, "yolov8s_aa11": 13, "latest": [13, 35, 75, 80], "mainstream": 13, "aa10": 13, "outstand": 13, "map": [13, 30, 46, 52, 73, 74, 77, 81, 82, 87, 99, 103], "score": [13, 14, 15, 16, 17, 18, 19, 21, 23, 24, 25, 30, 31, 34, 39, 41, 43, 44, 46, 52, 53, 55, 77, 81, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105], "though": 13, "note": [13, 17, 40, 49, 68, 91, 95, 98, 101, 108, 109], "complet": [13, 35, 49, 91, 97, 107], "fair": 13, "bias": 13, "model_nam": [13, 14, 15, 16, 17, 18, 19, 22, 30, 31, 34, 35, 41, 48, 83, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105], "conf_threshold": [13, 14, 15, 16, 17, 18, 19, 22, 35, 48], "iou_threshold": [13, 14, 15, 16, 17, 18, 19, 21, 22, 35, 48], "perform": [13, 17, 21, 22, 24, 31, 34, 35, 40, 46, 48, 49, 52, 60, 75, 86, 98, 99, 108, 109], "confid": [13, 14, 15, 16, 17, 18, 19, 21, 22, 24, 25, 35, 41, 46, 48, 53, 55, 76, 83], "threshold": [13, 14, 15, 16, 17, 18, 19, 21, 22, 24, 26, 35, 40, 43, 44, 46, 48, 51, 55, 75, 76, 80, 83, 90, 98], "iou": [13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 35, 48], "bounding_box": 13, "x1": [13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 25, 35, 48, 49], "y1": [13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 25, 35, 48, 49], "x2": [13, 21, 23], "y2": [13, 21, 23], "box": [13, 14, 15, 16, 17, 18, 19, 21, 23, 24, 25, 46, 52], "f": [13, 18, 23, 40, 44, 68, 87], "2f": 13, "point": [14, 18, 40, 53, 60], "femal": [14, 21, 48, 74], "genit": 14, "male": [14, 21, 74], "anime_censor_detect": 14, "yolov8": [14, 15, 16, 17, 18, 19, 22], "model": [14, 15, 16, 17, 18, 19, 21, 22, 24, 25, 27, 28, 29, 30, 31, 32, 34, 35, 39, 40, 41, 44, 46, 48, 52, 53, 55, 60, 63, 64, 65, 66, 67, 68, 71, 75, 76, 77, 78, 80, 83, 84, 87, 89, 90, 91, 92, 94, 95, 96, 98, 99, 100, 101, 102, 103, 104, 105, 107, 110], "v1": [14, 15, 16, 17, 18, 22, 48, 68, 83], "identifi": [14, 30, 38, 65], "locat": 14, "anatom": 14, "analyz": [14, 21, 41], "data": [14, 17, 19, 36, 38, 40, 52, 59, 67, 68, 75, 77, 95, 101, 107, 108, 109, 110], "either": [14, 15, 16, 17, 18, 34, 40, 60, 83, 87], "standard": [14, 16, 17, 18, 36, 60, 86], "n": [14, 15, 16, 17, 18, 19, 22, 38, 40, 48, 60, 68], "nano": [14, 16, 17, 18, 48], "faster": [14, 15, 16, 17, 18, 19, 48], "slower": [14, 22], "construct": [14, 15, 17, 18, 48, 83], "intersect": [14, 15, 16, 17, 18, 19, 22, 23, 48], "over": [14, 15, 16, 17, 18, 19, 22, 23, 24, 48, 74], "merg": [14, 15, 16, 17, 18, 40], "x0": [14, 15, 16, 17, 18, 19, 22, 25, 35, 48, 49], "y0": [14, 15, 16, 17, 18, 19, 22, 25, 35, 48, 49], "bound": [14, 15, 16, 17, 18, 19, 21, 23, 24, 25, 52], "indic": [14, 40, 53, 56, 75, 80, 83], "nipple_f": [14, 48], "peni": [14, 48], "pussi": [14, 48, 68], "runtimeerror": [14, 30, 34], "detection_visu": [14, 15, 16, 17, 19, 20, 22], "nude_girl": [14, 48], "365": 14, "264": 14, "399": 14, "289": [14, 15], "7473511695861816": 14, "224": [14, 58, 59, 60], "260": 14, "252": 14, "285": 14, "6830288171768188": 14, "206": 14, "523": [14, 48, 49], "240": 14, "608": 14, "6799028515815735": 14, "matplotlib": [14, 15, 16, 17, 25, 52], "pyplot": [14, 15, 16, 17, 52], "plt": [14, 15, 16, 17, 52], "imshow": [14, 15, 16, 17, 52], "anime_eye_detect": 15, "allow": [15, 16, 18, 19, 22, 31, 35, 38, 56, 58, 60, 86], "trade": [15, 17], "off": [15, 17], "speed": [15, 16, 17, 18, 19, 22, 26, 84], "accuraci": [15, 16, 17, 18, 19, 22, 46, 90, 92, 95, 98, 101, 105], "higher": [15, 16, 17, 18, 19, 21, 24, 98], "consid": [15, 18, 23, 40, 46, 49, 51, 61, 74, 95, 101], "overlap": [15, 17, 18, 19, 23, 65, 66, 75, 76, 78, 80, 83, 84, 107], "coordin": [15, 16, 17, 18, 19, 25, 35, 49, 53, 63], "alwai": [15, 17, 18, 19, 46], "except": [15, 18, 38, 56, 60, 68], "predict": [15, 19, 22, 30, 31, 34, 35, 76, 83, 90, 92, 94, 95, 98, 99, 101, 103, 105], "yolo_predict": [15, 22, 33], "squat": [15, 17, 52], "297": 15, "239": [15, 46], "341": 15, "271": 15, "7760562896728516": 15, "230": 15, "263": 15, "308": 15, "7682342529296875": 15, "createml": 16, "huggingfac": [16, 18, 40, 46, 60, 63, 72, 90, 91, 92, 94, 95, 96, 98, 100, 101, 102, 104, 105], "anime_face_detect": 16, "user": [16, 22, 30, 31, 34, 35, 38, 61, 70, 110], "balanc": [16, 18, 22, 68], "system": [16, 17, 26, 56, 60, 95, 101], "overhead": [16, 17, 26, 86], "avail": [16, 22, 25, 30, 31, 38, 40, 46, 49, 56, 60, 68, 81, 89, 90, 92, 95, 101, 105], "v0": [16, 22, 65, 66], "overrid": [16, 22], "auto": [16, 22, 52, 70, 89], "mostima_post": [16, 19], "29": [16, 19, 60], "441": [16, 19], "204": [16, 19], "584": [16, 19], "7874319553375244": [16, 19], "346": [16, 19], "59": [16, 19], "529": [16, 19], "275": [16, 19], "7510495185852051": [16, 19], "606": [16, 19], "51": [16, 19, 60], "895": [16, 19], "336": [16, 19], "6986488103866577": [16, 19], "upper": [17, 48], "bodi": [17, 22, 52, 53, 55, 68], "anime_halfbody_detect": 17, "pleas": [17, 24, 39, 40, 46, 65, 67, 69, 84, 91, 95, 98, 101, 108, 109], "primari": [17, 91, 94, 96, 100, 102, 104], "purpos": 17, "crop": [17, 51, 58, 59, 60, 68], "illustr": [17, 68, 92, 94], "therefor": [17, 40, 108, 109], "consist": [17, 40], "person": [17, 20, 23, 25, 35, 52, 100, 107], "peopl": [17, 81], "guarante": [17, 46], "you": [17, 19, 20, 22, 27, 46, 49, 65, 66, 83, 84, 86, 89, 90, 91, 92, 95, 98, 101, 105, 110], "inde": 17, "recommend": [17, 24, 40, 43, 44, 83, 84, 95, 101], "approach": 17, "detect_person": [17, 20, 25, 52], "individu": [17, 23, 38, 58, 67], "obtain": [17, 27, 39, 40], "local": [17, 61, 108, 109], "flexibl": [17, 58, 59], "lower": [17, 43, 44, 46, 48], "127": 17, "629": 17, "637": 17, "9040350914001465": 17, "anime_hand_detect": 18, "choos": [18, 22, 46], "35": [18, 60, 68, 75, 83], "configur": [18, 30, 40, 58, 59, 60, 107], "suit": 18, "case": [18, 24, 40, 43], "defin": [18, 22, 40, 68, 87], "being": 18, "label": [18, 19, 21, 23, 24, 25, 30, 31, 34, 35, 40, 41, 46, 77, 99, 103], "infer": [18, 21, 24, 31, 34, 35, 52, 65, 66, 89, 98], "anime_imag": 18, "bbox": 18, "conf": 18, "customiz": [19, 25], "integr": [19, 31, 75, 110], "repositori": [19, 30, 31, 34, 35, 40], "anime_head_detect": 19, "contribut": 19, "our": 19, "develop": [19, 84, 110], "yolo11": 19, "architectur": 19, "usag": [19, 30, 31, 67, 68, 69, 75, 86, 87, 106], "head_detect_v2": 19, "0_": 19, "equal": [19, 49], "deprec": [19, 24, 39], "remov": [19, 24, 30, 35, 39, 46, 63, 72, 74, 76, 77, 82, 83], "futur": [19, 24], "help": [19, 40, 51, 63], "For": [19, 20, 22, 23, 31, 40, 46, 53, 67, 83, 89], "instead": [19, 24, 77], "detect_head": [20, 25], "booru_yolo": [20, 107], "detect_with_booru_yolo": 20, "detect_censor": [20, 48, 95, 101], "ey": [20, 49, 53, 68, 74, 107], "detect_ey": 20, "detect_fac": 20, "halfbodi": [20, 91, 100, 107], "detect_halfbodi": 20, "hand": [20, 53, 55, 68, 74, 107], "detect_hand": 20, "nudenet": [20, 107], "detect_with_nudenet": 20, "calculate_i": 20, "bboxes_similar": 20, "detection_similar": 20, "detect_text": 20, "nuditi": 21, "run": [21, 26, 30, 31, 35, 84, 89, 106, 107], "nm": 21, "postprocess": 21, "onnx": [21, 30, 31, 34, 35, 76, 89, 99], "nudenet_onnx": 21, "notai": 21, "tech": 21, "detail": [21, 63, 67, 68, 89, 91], "respect": 21, "female_genitalia_cov": 21, "genitalia": 21, "face_femal": 21, "buttocks_expos": 21, "expos": 21, "female_breast_expos": 21, "female_genitalia_expos": 21, "male_breast_expos": 21, "anus_expos": 21, "anu": 21, "feet_expos": 21, "feet": [21, 53, 55], "belly_cov": 21, "feet_cov": 21, "armpits_cov": 21, "armpit": 21, "armpits_expos": 21, "face_mal": 21, "belly_expos": 21, "male_genitalia_expos": 21, "anus_cov": 21, "female_breast_cov": 21, "buttocks_cov": 21, "onnxruntim": [21, 88, 107], "topk": [21, 30], "45": [21, 44, 60], "score_threshold": 21, "number": [21, 30, 31, 34, 38, 40, 46, 53, 61, 63, 87, 90], "keep": [21, 80], "entir": 22, "anidet3": 22, "roboflow": 22, "m": 22, "x": [22, 40, 49, 53, 68, 86, 87, 103], "fastest": [22, 26], "most": [22, 30, 31, 34, 35], "confidence_scor": [22, 25], "genshin_post": [22, 47, 48, 49], "371": 22, "232": 22, "564": 22, "690": 22, "7533698678016663": 22, "135": [22, 53], "451": 22, "716": [22, 46], "6788613796234131": 22, "614": 22, "393": 22, "830": 22, "686": 22, "5612757205963135": 22, "1275": 22, "654": 22, "4047100841999054": 22, "calcul": [23, 31, 40, 43, 44], "comput": [23, 28, 31, 34, 42, 60, 86, 87, 99], "work": [23, 30, 31, 34, 37, 43, 70, 99], "aggreg": 23, "involv": 23, "segment": [23, 61, 107], "evalu": [23, 39], "algorithm": [23, 40, 43], "box1": 23, "box2": 23, "bboxtyp": 23, "measur": [23, 39, 40, 43], "divid": [23, 53], "4f": 23, "1429": 23, "bboxes1": 23, "bboxes2": 23, "liter": [23, 40, 49, 53, 65, 66, 81], "max": [23, 24], "raw": [23, 30, 31, 34, 38], "depend": [23, 68, 69, 106], "unknown": [23, 81], "hungarian": 23, "find": [23, 49], "optim": [23, 31, 40], "assign": [23, 24, 30, 40], "among": [23, 40], "averag": 23, "detect1": 23, "detect2": 23, "bboxwithscoreandlabel": 23, "group": [23, 30, 44, 77], "correspond": [23, 40, 46, 51, 60, 83, 99, 103], "combin": [23, 38, 46], "against": [23, 84], "ground": [23, 95, 101], "truth": [23, 95, 101], "car": 23, "85": [23, 75, 83], "75": 23, "text_detect": 24, "been": [24, 99], "migrat": 24, "ocr": [24, 107], "detect_text_with_ocr": [24, 107], "soon": 24, "paddleocr": [24, 46], "dbnetpp_resnet50_fpnc_1200e_icdar2015": 24, "05": [24, 60, 75, 76, 90, 91, 92, 94, 99, 100, 101, 102, 104, 105], "max_area_s": 24, "640": 24, "region": [24, 48, 51, 95, 101], "dbnet": 24, "do": [24, 51, 92], "640x640": 24, "ani": [24, 31, 34, 38, 40, 48, 58, 60, 63, 68, 73, 87, 89], "sinc": [24, 39], "appear": [25, 28], "font": 25, "see": [25, 68, 89], "text_pad": 25, "fontsiz": 25, "max_short_edge_s": 25, "fp": 25, "no_label": 25, "normal": [25, 31, 41, 58, 59, 60, 83], "predefin": [25, 74], "extract": [25, 26, 28, 29, 38, 40, 44, 46, 51, 60, 67, 68, 69, 70, 76, 83], "around": [25, 30, 35, 38, 55], "shortest": 25, "edg": [25, 55, 107], "font_manag": 25, "fontproperti": 25, "properti": [25, 49, 53, 68, 70], "cv2": 26, "have": [26, 28, 40, 81, 82, 95, 101, 106], "lowest": 26, "resourc": [26, 107], "low_threshold": 26, "high_threshold": 26, "assum": [26, 28, 29, 72], "its": [26, 28, 29, 30, 40, 46, 47, 60, 69, 72, 75, 77, 89, 91, 92, 94, 95, 96, 99, 100, 101, 102, 104, 105], "low": [26, 34, 39, 41, 68, 80, 83, 84], "high": [26, 34, 35, 62, 68, 84, 98, 99], "outlin": 27, "comparison": [27, 75], "canni": [27, 107], "get_edge_by_canni": 27, "edge_image_with_canni": 27, "lineart": [27, 29, 107], "get_edge_by_lineart": 27, "edge_image_with_lineart": 27, "lineart_anim": [27, 107], "get_edge_by_lineart_anim": 27, "edge_image_with_lineart_anim": 27, "best": [28, 41, 49, 68], "effect": [28, 39, 48, 106], "closest": 28, "consum": 28, "amount": 28, "memori": [28, 30, 31, 35, 108, 109], "power": 28, "runtim": [28, 31, 89, 98], "coars": 28, "detect_resolut": [28, 29], "512": [28, 29, 55, 68, 84], "deeper": 28, "richer": 28, "probabl": [28, 31, 99], "extra": [28, 68], "increas": [28, 40], "resolut": [28, 29, 61, 84], "neural": [28, 29, 72, 87], "network": [28, 29, 72, 87], "classif": [30, 34, 87, 91, 92, 94, 95, 96, 97, 100, 101, 102, 104, 105], "those": [30, 98], "store": [30, 31, 35, 36, 68, 69], "well": [30, 43], "manag": [30, 31, 34, 35, 89, 107], "interact": [30, 31, 34, 35], "also": [30, 58, 83, 110], "token": [30, 31, 34, 35], "authent": [30, 31, 34, 35], "access": [30, 31, 34, 53, 68, 86], "privat": [30, 31, 32, 34, 44], "repo_id": [30, 31, 34, 35], "fn_preprocess": 30, "callabl": [30, 60], "hf_token": [30, 31, 34, 35], "comprehens": [30, 31], "imagepreprocessfunc": 30, "variabl": [30, 49, 89], "_model_nam": 30, "cach": [30, 31, 34, 35, 61, 88, 107], "_model": 30, "dictionari": [30, 36, 41, 58, 60, 68, 69, 70, 73, 74, 76, 91, 94, 96, 100, 102, 104], "_label": 30, "_hf_token": 30, "org": 30, "repo": [30, 60], "__init__": [30, 31, 32, 34, 35, 38, 49, 53, 61, 70, 74], "instanc": [30, 31, 35, 40, 48, 53, 60, 61, 74], "clear": [30, 31, 34, 35, 40, 69, 91, 95, 101], "free": [30, 31, 35], "up": [30, 31, 35, 74], "launch_demo": [30, 31, 34, 35], "default_model_nam": [30, 31, 34, 35], "server_nam": [30, 31, 34, 35], "server_port": [30, 31, 34, 35], "launch": [30, 31, 34, 35], "gradio": [30, 31, 34, 35], "demo": [30, 31, 34, 35, 80], "interfac": [30, 31, 34, 35, 86], "ui": [30, 34, 35], "make_ui": [30, 31, 34, 35], "server": [30, 31, 34, 35], "select": [30, 31, 34, 35, 40, 48, 61], "dropdown": [30, 31], "port": [30, 31, 34, 35], "importerror": [30, 35], "instal": [30, 34, 35, 63, 69, 107], "properli": [30, 34, 68], "usernam": [30, 35], "repo_nam": [30, 35], "model_v1": 30, "7860": [30, 31, 35], "submit": 30, "recent": [30, 31, 34, 35], "label_group": 30, "highest": [30, 99], "through": [30, 31, 60, 110], "error": [30, 38, 60, 83], "predict_fmt": 30, "fmt": [30, 31, 34, 41, 76, 83], "top5": 30, "logit": [30, 31, 34], "embed": [30, 31, 34, 38, 83], "dict": [30, 31, 38, 41, 52, 58, 59, 60, 68, 69, 70, 76, 83, 86, 91, 92, 94, 95, 96, 100, 101, 102, 104, 105], "top": [30, 49, 98], "k": 30, "e": [30, 31, 40, 62, 65, 66, 81, 84, 87], "g": [30, 31, 40, 62, 65, 66, 81, 83, 84], "top10": 30, "predict_scor": 30, "ia": 30, "conveni": [30, 53, 68, 110], "wrapper": [30, 35, 38], "id": [30, 31, 34, 35], "multimod": 31, "hub": 31, "discoveri": 31, "variant": [31, 34], "pipelin": [31, 58, 60], "pattern": [31, 40, 74], "direct": 31, "api": [31, 34], "control": [31, 68], "via": 31, "web": [31, 34], "deploy": [31, 99], "reus": 31, "lru": 31, "thread": [31, 34, 86, 106], "safe": [31, 34, 69, 75, 76, 86, 97, 99, 101, 106, 107], "demand": 31, "switch": 31, "image_encod": [31, 34], "upload": [31, 35], "enter": 31, "link": 31, "address": 31, "bind": 31, "organ": 31, "precomput": [31, 82], "cosin": 31, "scale": [31, 34, 48, 49, 53, 68, 72, 83, 108, 109], "complex": 31, "image_embed": 31, "text_embed": 31, "thei": [31, 40, 56, 60], "l2": [31, 83], "text_encod": [31, 34], "accept": 31, "_process_rgb": 32, "_process_alpha_channel_with_model": 32, "_process_rgba": 32, "attribut": 32, "classifi": [33, 91, 96, 97, 98, 100, 102, 104, 105, 107], "classifymodel": 33, "classify_predict_scor": 33, "classify_predict": 33, "classify_predict_fmt": 33, "imageenhanc": 33, "clip": [33, 60, 68, 107], "clipmodel": 33, "clip_image_encod": 33, "clip_text_encod": 33, "clip_predict": 33, "siglip": [33, 60, 107], "siglipmodel": 33, "siglip_image_encod": 33, "siglip_text_encod": 33, "siglip_predict": 33, "yolomodel": 33, "sigmoid": [34, 88], "loss": 34, "creation": [34, 58, 59, 70], "preprocessor": [34, 68], "reset": 34, "about": [34, 36], "hostnam": 34, "gr": [34, 35], "One": [34, 44], "detect": [35, 43, 46, 48, 52, 53, 54, 55, 73, 74, 89, 90, 95, 101, 107], "post": [35, 46], "helper": 35, "easi": 35, "metadata": [35, 41, 67, 69, 70, 107], "cleanup": 35, "associ": [35, 70], "default_conf_threshold": 35, "default_iou_threshold": 35, "environmenterror": [35, 63, 69], "environ": [35, 84, 86, 89, 107], "offlin": 35, "yolov5": 35, "allow_dynam": 35, "dynam": [35, 58], "300": [35, 60], "400": 35, "simpl": 35, "explicitli": 35, "read": [36, 37, 38, 67, 68, 69], "write": [36, 37, 38, 67, 69], "exif": [36, 37, 68], "gif": [36, 37, 68], "comment": 36, "These": [36, 39, 61], "retriev": [36, 40], "context": [36, 37], "ai": [36, 37, 70, 90], "found": [36, 49, 68, 91], "attempt": [36, 49, 60, 68, 70, 89], "commonli": [36, 60, 77, 87], "where": [36, 40, 68, 69, 83, 86], "look": [36, 46, 68, 91], "usercom": 36, "field": [36, 70], "dst_filenam": 36, "destin": [36, 68, 69, 70], "filenam": [36, 61], "pnginfo": [36, 38, 68, 70], "wai": [36, 68, 69], "geninfo": [37, 107], "lsb": [37, 70, 107], "signific": [37, 38, 40, 65, 70], "bit": [37, 38, 60, 70], "read_geninfo_paramet": 37, "read_geninfo_exif": 37, "read_geninfo_gif": 37, "write_geninfo_paramet": 37, "write_geninfo_exif": 37, "write_geninfo_gif": 37, "read_lsb_raw_byt": 37, "read_lsb_metadata": 37, "write_lsb_raw_byt": 37, "write_lsb_metadata": 37, "lsbreaderror": 37, "lsbextractor": 37, "imagelsbdataextractor": 37, "serialize_pnginfo": 37, "serialize_json": 37, "inject_data": 37, "steganographi": 38, "serial": 38, "json": 38, "compat": [38, 77], "inject": 38, "emb": [38, 83], "seamlessli": 38, "hidden": 38, "decompress": 38, "them": [38, 48, 58, 65, 69, 83], "gzip": 38, "written": 38, "appropri": [38, 46, 60, 68], "serializ": [38, 58], "err": 38, "caus": [38, 106], "multi": [38, 86], "get_next_n_byt": 38, "next": [38, 56], "get_one_byt": 38, "form": [38, 77], "read_32bit_integ": 38, "32": [38, 60], "interpret": [38, 53], "big": 38, "endian": 38, "enough": 38, "magic": 38, "stealth_pngcomp": 38, "extract_data": 38, "length": [38, 40, 47], "compress": 38, "along": [38, 40, 72], "robust": [38, 40], "skytnt": [39, 61, 72], "poor": 39, "anime_dbaesthet": [39, 42], "better": [39, 43, 63, 83, 84, 90, 92, 95, 98, 101, 105], "2053756": 39, "09986039996147156": 39, "1663584": 39, "24299287796020508": 39, "4886411": 39, "38091593980789185": 39, "2066024": 39, "5131649971008301": 39, "3670169": 39, "6011670827865601": 39, "5930006": 39, "7067991495132446": 39, "3821265": 39, "8237218260765076": 39, "5512471": 39, "9187621474266052": 39, "limit": [40, 75], "smaller": 40, "7eu7d7": [40, 80, 84, 110], "ccip_onnx": 40, "cluster": [40, 44], "refer": [40, 43, 67, 98], "relev": 40, "aforement": 40, "manual": [40, 49], "384": [40, 44, 58, 59, 60], "caform": 40, "randaug": 40, "prune": 40, "vector": 40, "pruned_fp32": 40, "5_fp32": 40, "feat": 40, "768": [40, 46, 68], "17847511429108218": 40, "1951224011983088": 40, "18397327797685215": 40, "y": [40, 49, 86], "16583099961280823": 40, "42947039008140564": 40, "4037521779537201": 40, "4371533691883087": 40, "40748104453086853": 40, "392294704914093": 40, "whether": [40, 46, 48, 60, 70, 73, 76, 83, 84], "belong": 40, "pairwis": 40, "matrix": 40, "5350548e": 40, "08": [40, 60, 100, 101], "6583106e": 40, "01": 40, "2947042e": 40, "0375218e": 40, "8025822e": 40, "3715334e": 40, "0748104e": 40, "2675274e": 40, "9229470e": 40, "j": 40, "th": 40, "dbscan": 40, "dbscan_2": 40, "dbscan_fre": 40, "optic": [40, 46], "optics_best": 40, "epsilon": 40, "ep": 40, "min_sampl": 40, "ccipclustermethodtyp": 40, "12921094122454668": 40, "1291187648928262": 40, "1836453739562513": 40, "distanc": 40, "_featureorimag": 40, "sampl": [40, 44, 68, 90, 91, 92, 94, 95, 96, 100, 101, 102, 104, 105], "neighborhood": [40, 63], "core": [40, 108, 109], "few": 40, "too": 40, "sensit": [40, 48, 83, 95, 101], "tune": 40, "guidelin": 40, "deal": [40, 67], "solut": [40, 49], "small": [40, 48], "advis": [40, 75], "significantli": 40, "separ": 40, "slightli": 40, "exhibit": 40, "regular": [40, 63], "outfit": 40, "awar": 40, "highli": 40, "so": [40, 43, 80, 84], "care": 40, "diff": 40, "07437477": 40, "0356068": 40, "04396922": 40, "05131693": 40, "assess": 41, "aesthet": [41, 42, 107], "danbooru": [41, 75, 78, 80, 95, 98], "hakubooru": 41, "kohakublueleaf": 41, "swinv2pv3_v0_448_ls0": 41, "2_x": 41, "percentil": 41, "_default_model_nam": 41, "masterpiec": [41, 68], "9831666690063624": 41, "8810615667538594": 41, "great": 41, "8225559148288356": 41, "good": [41, 46], "591020403706702": 41, "2888798940585766": 41, "243279223969715": 41, "worst": [41, 68], "005268185993767627": 41, "275707557797432": 41, "7977807857096195": 41, "56098810210824": 41, "670568235218525": 41, "1677918508648872": 41, "9305131509900093": 41, "6085879728198051": 41, "6834832429885864": 41, "16141420602798462": 41, "05435194447636604": 41, "025083942338824272": 41, "024000568315386772": 41, "027076328173279762": 41, "024589713662862778": 41, "3757021427154541": 41, "3451208472251892": 41, "1511985808610916": 41, "04740551486611366": 41, "02172713913023472": 41, "027498546987771988": 41, "03134724497795105": 41, "39281174540519714": 41, "22457796335220337": 41, "15563568472862244": 41, "10796019434928894": 41, "047730278223752975": 41, "0393439345061779": 41, "031940147280693054": 41, "13832266628742218": 41, "20687267184257507": 41, "2509062886238098": 41, "1644320785999298": 41, "11332042515277863": 41, "08270663768053055": 41, "043439216911792755": 41, "033693961799144745": 41, "03375888615846634": 41, "050045162439346313": 41, "16734018921852112": 41, "4311050772666931": 41, "23242227733135223": 41, "05163438618183136": 41, "012833272106945515": 41, "01619996316730976": 41, "03074900433421135": 41, "1396280825138092": 41, "5038207173347473": 41, "22299200296401978": 41, "07377689331769943": 41, "02854202501475811": 41, "026677291840314865": 41, "02838410809636116": 41, "026617199182510376": 41, "02508518099784851": 41, "06039097160100937": 41, "8043031692504883": 41, "get_aesthetic_scor": 42, "ccip": [42, 107], "ccip_extract_featur": 42, "ccip_batch_extract_featur": 42, "ccip_default_threshold": 42, "ccip_differ": 42, "ccip_sam": 42, "ccip_batch_differ": 42, "ccip_batch_sam": 42, "ccip_default_clustering_param": 42, "ccip_clust": 42, "ccip_merg": 42, "dbaesthet": [42, 107], "laplacian": [42, 107], "laplacian_scor": 42, "lpip": [42, 107], "lpips_extract_featur": 42, "lpips_differ": 42, "lpips_clust": 42, "psnr_": [42, 107], "psnr": [42, 66], "blur": [43, 48], "than": [43, 44, 48, 86, 90, 98], "seem": 43, "just": [43, 63, 92, 95, 98, 101, 105], "we": [43, 65, 84], "explor": 43, "bluri": 43, "hutao": [43, 72, 75, 76, 80, 83], "156": 43, "68285005210006": 43, "text_blur": 43, "2276": 43, "66629157129": 43, "real2": 43, "908745781486806": 43, "mmd": 43, "1072": 43, "8372572065527": 43, "richzhang": 44, "perceptualsimilar": 44, "chafen_arknight": 44, "rand": 44, "995": 44, "cnn": 44, "f1": 44, "f2": 44, "f3": 44, "f4": 44, "f5": 44, "64": [44, 60, 63, 68, 84, 108, 109], "99": 44, "192": 44, "49": [44, 60], "256": [44, 58, 59, 65, 68], "img1": [44, 45, 83], "img2": [44, 45, 83], "anoth": 44, "16922694444656372": 44, "22250649333000183": 44, "6897575259208679": 44, "10956494510173798": 44, "6823137998580933": 44, "6837796568870544": 44, "nois": [44, 51, 63, 65], "inf": 45, "gaussian_20": 45, "dat": 45, "058228614646987": 45, "gaussian_3": 45, "27": [45, 60], "65611098737784": 45, "lq": 45, "29589659377844": 45, "recogn": [46, 60], "export": [46, 89], "recognit": 46, "ch_pp": 46, "ocrv4_det": 46, "heat_threshold": 46, "box_threshold": 46, "max_candid": 46, "1000": 46, "unclip_ratio": 46, "heat": 46, "candid": 46, "unclip": 46, "comic": [46, 92], "742": 46, "485": [46, 58, 59], "809": 46, "511": 46, "9543377610144915": 46, "682": 46, "98": 46, "734": 46, "124": 46, "9309689495575223": 46, "136": 46, "836": 46, "164": 46, "9042856988923695": 46, "144": 46, "455": 46, "196": 46, "874083638387722": 46, "719": 46, "835": 46, "488": 46, "8628696346175078": 46, "478": 46, "214": 46, "508": 46, "848871771901487": 46, "1030": 46, "557": 46, "1184": 46, "578": 46, "8352495440618789": 46, "427": 46, "129": 46, "553": 46, "154": 46, "8249209443996619": 46, "detect_model": 46, "recognize_model": 46, "ocrv4_rec": 46, "rotation_threshold": 46, "is_remove_dupl": 46, "rotat": [46, 49], "duplic": [46, 68], "mob": 46, "9356705927336156": 46, "shishou": 46, "8933000384412466": 46, "BUT": 46, "8730931912907247": 46, "oh": 46, "8417627579351514": 46, "mirror": 46, "7366019454049503": 46, "el": 46, "gato": 46, "iberico": 46, "7271127306351021": 46, "THAt": 46, "701928390168364": 46, "6965972578194936": 46, "chines": 46, "english": 46, "cannot": [46, 56, 58, 60, 70], "languag": 46, "func": [46, 88, 107], "japanes": [46, 68], "post_text": 46, "319": 46, "847": 46, "561": 46, "899": 46, "kancol": 46, "9130667787597329": 46, "552": 46, "811": 46, "791": 46, "921": 46, "1944": 46, "8566762346615406": 46, "820": 46, "558": 46, "850": 46, "fleet": 46, "collect": [46, 67], "8100635458911772": 46, "235": 46, "904": 46, "855": 46, "1009": 46, "\u6d77": 46, "6716076803280185": 46, "858": 46, "808": 46, "tsu": 46, "ka": 46, "NO": 46, "u": [46, 110], "mi": 46, "de": 46, "654507230718228": 46, "209": 46, "507": 46, "2888084133529467": 46, "japan_pp": 46, "ocrv3_rec": 46, "9230690942939336": 46, "8564870717047623": 46, "\u3044\u3064\u304b\u3042\u306e\u6d77\u3067": 46, "8061289060358996": 46, "8045396777081609": 46, "7311649382696896": 46, "\u8266\u3068\u308c\u308c": 46, "6648729016512889": 46, "ocrv2_det": 46, "ocrv3_det": 46, "ocrv4_server_det": 46, "ch_ppocr_mobile_slim_v2": 46, "0_det": 46, "ch_ppocr_mobile_v2": 46, "ch_ppocr_server_v2": 46, "en_pp": 46, "arabic_pp": 46, "ocrv2_rec": 46, "ocrv4_server_rec": 46, "0_rec": 46, "chinese_cht_pp": 46, "cyrillic_pp": 46, "devanagari_pp": 46, "en_number_mobile_v2": 46, "ka_pp": 46, "korean_pp": 46, "latin_pp": 46, "ta_pp": 46, "te_pp": 46, "max_siz": [47, 58, 59, 60], "longer": 47, "after": [47, 60, 75, 80, 83], "1280": 47, "720": 47, "new_img": 47, "600": 47, "337": 47, "obscur": 48, "regist": [48, 49, 58, 59, 60], "rectangular": 48, "967": [48, 49], "143": [48, 49], "1084": [48, 49], "261": [48, 49], "246": [48, 49], "208": [48, 49], "331": [48, 49], "287": [48, 49], "662": [48, 49], "466": [48, 49], "705": [48, 49], "514": [48, 49], "479": [48, 49], "283": [48, 49], "326": [48, 49], "color_black": 48, "radiu": 48, "emoji": [48, 49], "penis": 48, "vagina": 48, "serv": [48, 60, 75], "foundat": 48, "inherit": [48, 60], "fill": 48, "color_default": 48, "green": 48, "color_green": 48, "ffff00": 48, "color_ffff00": 48, "blur_4": 48, "blur_8": 48, "blur_12": 48, "pixelate_4": 48, "pixelate_8": 48, "pixelate_12": 48, "cl": 48, "arg": 48, "subclass": 48, "keyerror": 48, "alreadi": 48, "exist": [48, 69, 89, 92], "angl": 49, "end": [49, 68], "censor_area": [49, 50], "ratio_threshold": 49, "minimum": [49, 55, 61, 63], "total": [49, 108, 109], "star": [49, 80], "register_censor_method": [49, 50], "smiling_face_with_heart": 49, "twitter": 49, "appl": 49, "googl": 49, "microsoft": 49, "samsung": 49, "whatsapp": 49, "facebook": 49, "messeng": 49, "joypixel": 49, "openmoji": 49, "emojidex": 49, "mozilla": 49, "express": 49, "code": [49, 65, 80, 83], "_emojistyletyp": 49, "emoji_default": 49, "cat_fac": 49, "emoji_green": 49, "grinning_face_with_sweat": 49, "emoji_liuhanhuangd": 49, "minim": 49, "abl": [49, 56], "prefix": [49, 74, 79], "sum": 49, "cx": 49, "mass": 49, "occlus": 49, "cy": 49, "find_for_area": 49, "rectangl": 49, "corner": 49, "factor": [49, 60], "align": [50, 107], "align_maxs": 50, "censor_": [50, 107], "censor_nsfw": 50, "basecensor": 50, "colorcensor": 50, "blurcensor": 50, "pixelatecensor": 50, "imgcensor": [50, 107], "imagebasedcensor": 50, "emojibasedcensor": 50, "singleimag": 50, "squeez": [50, 107], "squeeze_with_transpar": 50, "tightli": 51, "interest": 51, "jerry_with_spac": 51, "median_filt": 51, "median": 51, "kernel": 51, "larger": [51, 55, 85], "disabl": 51, "keypoint": [52, 53, 54, 55], "idea": 52, "research": 52, "auto_detect": 52, "out_bbox": 52, "person_detect_cfg": 52, "op18keypointset": [52, 54, 55], "rtmpose": 52, "config": [52, 59, 107, 110], "foot": [52, 53], "hand1": 52, "hand2": 52, "op18_visu": [52, 54], "0x7f5ca933f3d0": 52, "axesimag": 52, "0x7f5c98069790": 52, "all_": 53, "openpos": [53, 68], "op18": [53, 55], "__mul__": 53, "multipli": 53, "scalar": 53, "__truediv__": 53, "divisor": 53, "left_foot": 53, "left_hand": 53, "right_foot": 53, "right_hand": 53, "enum": 53, "enumer": 53, "symbol": [53, 80, 83], "make": [53, 58, 77, 87, 95, 99, 101], "readabl": [53, 83], "categor": 53, "nose": 53, "neck": 53, "elbow": 53, "wrist": 53, "ankl": 53, "ear": [53, 74, 81], "member": 53, "right_should": 53, "right_elbow": 53, "right_wrist": 53, "left_should": 53, "left_elbow": 53, "left_wrist": 53, "right_hip": 53, "right_kne": 53, "right_ankl": 53, "left_hip": 53, "left_kne": 53, "left_ankl": 53, "right_ey": 53, "left_ey": 53, "right_ear": 53, "left_ear": 53, "left_big_to": 53, "left_small_to": 53, "left_heel": 53, "right_big_to": 53, "right_small_to": 53, "right_heel": 53, "__int__": 53, "truncat": [53, 97, 107], "zero": 53, "must": [53, 74, 106], "preced": 53, "surround": 53, "whitespac": [53, 77], "36": [53, 60], "0b100": 53, "91": [53, 60], "112": 53, "92": [53, 60, 81], "113": [53, 60], "dwpose": [54, 107], "dwpose_estim": 54, "openpose18": 54, "op18_body_max": 54, "op18_body_min": 54, "op18_face_max": 54, "op18_face_min": 54, "op18_left_foot_max": 54, "op18_left_foot_min": 54, "op18_left_hand_max": 54, "op18_left_hand_min": 54, "op18_right_foot_max": 54, "op18_right_foot_min": 54, "op18_right_hand_max": 54, "op18_right_hand_min": 54, "keypoints_list": 55, "min_edge_s": 55, "draw_bodi": 55, "draw_hand": 55, "draw_feet": 55, "draw_fac": 55, "drawn": 55, "shorter": 55, "connect": 55, "ellips": 55, "facial": [55, 74, 91], "parser": [56, 58, 59, 68], "try": 56, "notparsetarget": 57, "register_pillow_transform": 57, "register_pillow_pars": 57, "create_pillow_transform": 57, "parse_pillow_transform": 57, "register_torchvision_transform": 57, "register_torchvision_pars": 57, "create_torchvision_transform": 57, "parse_torchvision_transform": 57, "register_creators_for_transform": 57, "notprocessortypeerror": 57, "create_transforms_from_transform": 57, "is_valid_size_dict": 57, "convert_to_size_dict": 57, "get_size_dict": 57, "create_clip_transform": 57, "create_transforms_from_clip_processor": 57, "create_convnext_transform": 57, "create_transforms_from_convnext_processor": 57, "create_vit_transform": 57, "create_transforms_from_vit_processor": 57, "create_siglip_transform": 57, "create_transforms_from_siglip_processor": 57, "create_bit_transform": 57, "create_transforms_from_bit_processor": 57, "create_blip_transform": 57, "create_transforms_from_blip_processor": 57, "create_mobilenetv2_transform": 57, "create_transforms_from_mobilenetv2_processor": 57, "tensor": [58, 59, 60, 69], "composit": [58, 60], "machin": [58, 87], "learn": [58, 87], "compos": [58, 59, 60], "sequenc": [58, 60, 74], "pillowcompos": [58, 60], "sequenti": 58, "decor": [58, 59, 60, 86], "facilit": 58, "creator": [58, 60], "tvalu": [58, 59], "describ": 58, "bicub": [58, 59, 60], "pillowres": [58, 60], "antialia": [58, 59, 60], "bilinear": [58, 59], "center_crop": [58, 59], "pillowcentercrop": [58, 60], "pillowtotensor": [58, 60], "maybe_to_tensor": [58, 59], "pillowmaybetotensor": 58, "std": [58, 59, 60], "pillownorm": [58, 60], "456": [58, 59], "406": [58, 59], "229": [58, 59], "225": [58, 59], "48500001430511475": 58, "4560000002384186": 58, "4059999883174896": 58, "2290000021457672": 58, "2240000069141388": 58, "22499999403953552": 58, "framework": 59, "extend": 59, "centercrop": 59, "totensor": 59, "maybetotensor": 59, "4850": 59, "4560": 59, "4060": 59, "2290": 59, "2240": 59, "2250": 59, "timm": 59, "interpolationmod": 59, "processor": [60, 108, 109], "vitimageprocessor": 60, "5906": 60, "33": 60, "donutimageprocessor": 60, "1901": 60, "70": [60, 84], "detrimageprocessor": 60, "1575": 60, "86": [60, 74], "clipimageprocessor": 60, "1374": 60, "73": 60, "videomaeimageprocessor": 60, "1093": 60, "convnextimageprocessor": 60, "648": 60, "65": 60, "segformerimageprocessor": 60, "533": 60, "00": 60, "beitimageprocessor": 60, "468": 60, "63": 60, "siglipimageprocessor": 60, "440": 60, "48": 60, "layoutlmv3imageprocessor": 60, "403": 60, "layoutlmv2imageprocessor": 60, "332": 60, "87": 60, "mllamaimageprocessor": 60, "qwen2vlimageprocessor": 60, "314": 60, "77": 60, "blipimageprocessor": 60, "276": 60, "55": 60, "idefics2imageprocessor": 60, "226": 60, "llavanextimageprocessor": 60, "215": 60, "bitimageprocessor": 60, "210": 60, "pix2structimageprocessor": 60, "conditionaldetrimageprocessor": 60, "53": 60, "samimageprocessor": 60, "52": 60, "deitimageprocessor": 60, "mask2formerimageprocessor": 60, "89": 60, "vivitimageprocessor": 60, "88": 60, "yolosimageprocessor": 60, "84": 60, "47": 60, "viltimageprocessor": 60, "41": 60, "detaimageprocessor": 60, "68": 60, "38": 60, "pixtralimageprocessor": 60, "mobilenetv2imageprocessor": 60, "mobilevitimageprocessor": 60, "61": 60, "34": [60, 108, 109], "dptimageprocessor": 60, "maskformerimageprocessor": 60, "28": 60, "nougatimageprocessor": 60, "ideficsimageprocessor": 60, "rtdetrimageprocessor": 60, "efficientnetimageprocessor": 60, "40": [60, 68], "deformabledetrimageprocessor": 60, "idefics3imageprocessor": 60, "fuyuimageprocessor": 60, "videollavaimageprocessor": 60, "pvtimageprocessor": 60, "09": 60, "oneformerimageprocessor": 60, "mobilenetv1imageprocessor": 60, "07": [60, 99, 100, 101, 104], "owlv2imageprocessor": 60, "chineseclipimageprocessor": 60, "efficientformerimageprocessor": 60, "llavaonevisionimageprocessor": 60, "swin2srimageprocessor": 60, "vithybridimageprocessor": 60, "owlvitimageprocessor": 60, "04": 60, "groundingdinoimageprocessor": 60, "03": 60, "perceiverimageprocessor": 60, "chameleonimageprocessor": 60, "levitimageprocessor": 60, "vitmatteimageprocessor": 60, "extens": [60, 75], "tri": 60, "def": [60, 86], "hasattr": 60, "feature_extractor": 60, "encount": 60, "becaus": 60, "until": 60, "successfulli": 60, "imageprocessor": 60, "autoimageprocessor": 60, "from_pretrain": 60, "openai": 60, "vit": 60, "patch32": 60, "pillowconvertrgb": 60, "48145467": 60, "4578275": 60, "40821072": 60, "26862955": 60, "2613026": 60, "2757771": 60, "size_dict": 60, "shortest_edg": 60, "invalid_kei": 60, "default_to_squar": 60, "height_width_ord": 60, "constraint": 60, "els": [60, 68, 108, 109], "incompat": 60, "longest_edg": 60, "param_nam": 60, "entri": 60, "conform": 60, "messag": [60, 84], "do_res": 60, "do_center_crop": 60, "crop_siz": 60, "do_rescal": 60, "rescale_factor": 60, "00392156862745098": 60, "do_norm": 60, "image_mean": 60, "image_std": 60, "do_convert_rgb": 60, "rescal": 60, "deviat": 60, "clipprocessor": 60, "crop_pct": 60, "tailor": 60, "convnext": 60, "percentag": 60, "prepar": 60, "replic": 60, "build": [60, 75, 83], "blip": 60, "255": 60, "openai_clip_mean": 60, "openai_clip_std": 60, "accord": 60, "behavior": 60, "mobilenetv2": 60, "per": 60, "equival": 60, "bg": 61, "strict_level": 61, "min_select": 61, "min_width": 61, "min_height": 61, "min_resolut": 61, "strict": [61, 95, 101], "get_imag": 61, "get_image_fil": 61, "list_image_fil": 61, "random_imag": 61, "randomli": 61, "random_image_fil": 61, "8057": 61, "000000": 61, "000001": 61, "000002": 61, "000003": 61, "000004": 61, "home": 61, "dgh": [61, 69, 110], "2400x1600": 61, "0x7feb86ed5160": 61, "003258": 61, "400x400": 61, "0x7feb86a748b0": 61, "quickli": 62, "backgroundimageset": 62, "list_bg_image_fil": 62, "get_bg_image_fil": 62, "get_bg_imag": 62, "random_bg_image_fil": 62, "random_bg_imag": 62, "opencv": 63, "denois": [63, 68], "inspir": [63, 72, 76, 83, 103], "mf666": [63, 103], "mist": 63, "fucker": 63, "diameter_min": 63, "diameter_max": 63, "sigma_color_min": 63, "sigma_color_max": 63, "sigma_space_min": 63, "sigma_space_max": 63, "radius_min": 63, "radius_max": 63, "eps_min": 63, "eps_max": 63, "b_iter": 63, "g_iter": 63, "random": [63, 81], "bilater": 63, "guid": 63, "stage": 63, "diamet": 63, "sigma": 63, "space": [63, 72, 83], "window": [63, 68], "term": 63, "contrib": 63, "noisy_imag": 63, "cleaned_img": 63, "cleaned_imag": 63, "blurri": [64, 68], "noisi": 64, "nafnet": [64, 107], "scunet": [64, 65, 107], "adversari": [64, 107], "remove_adversarial_nois": 64, "restore_with_nafnet": 64, "restore_with_scunet": 64, "ve": 65, "gaussian": 65, "To": 65, "correctli": 65, "credibl": 65, "rgg": [65, 66], "red": [65, 74], "gopro": 65, "sidd": 65, "tile_s": [65, 66, 84], "tile_overlap": [65, 66, 84], "batch_siz": [65, 66, 84], "nafnetmodeltyp": 65, "tile": [65, 66, 84], "gan": 66, "128": 66, "scunetmodeltyp": 66, "automatic1111": 67, "stabl": [67, 68, 90, 110], "diffus": [67, 68, 90], "webui": [67, 68, 69], "novelai": 67, "sdwui": 67, "submodul": 67, "nai": [67, 107], "docstr": 67, "sdmetadata": 67, "parse_sdmeta_from_text": 67, "get_sdmeta_from_imag": 67, "save_image_with_sdmeta": 67, "read_metadata": 67, "save_with_metadata": 67, "naimetadata": 67, "get_naimeta_from_imag": 67, "add_naimeta_to_imag": 67, "save_image_with_naimeta": 67, "formatt": 68, "a1111": 68, "sd_metadata_simpl": 68, "sd_metadata_complex": 68, "prompt": 68, "neg_prompt": 68, "neg": 68, "__str__": 68, "sd1": 68, "extrem": 68, "delic": 68, "beauti": 68, "offici": 68, "global": [68, 106], "illumin": 68, "soft": 68, "shadow": 68, "super": 68, "light": 68, "novel": [68, 70], "4k": 68, "metal_textur": 68, "striped_background": 68, "rich": 68, "cg": 68, "uniti": 68, "8k": 68, "wallpap": 68, "unreal": 68, "sci": 68, "fi": 68, "fantasi": 68, "silver_skin": 68, "cut": [68, 74], "silver_impossible_bodysuit": 68, "gem_on_chest": 68, "cut_silver_mechanical_leotard": 68, "headgear": [68, 74], "1_girl": 68, "solo": [68, 73, 74, 75, 76, 80, 81, 82, 83], "slim_waist": 68, "hair": [68, 74], "long": 68, "lumin": 68, "medium_breast": [68, 82], "indistinct_camelto": 68, "flat_crotch": 68, "coquettish": 68, "squint": 68, "evil_smil": 68, "dark_persona": 68, "mouth": 68, "wet": 68, "slim_fac": 68, "tall_girl": 68, "matur": 68, "mature_fac": 68, "slim_figur": 68, "slim_leg": 68, "groin": 68, "bare_thigh": 68, "easyneg": 68, "sketch": 68, "ugli": 68, "huge": 68, "logo": 68, "monochrom": [68, 94, 97, 107], "bad": 68, "mutat": 68, "horror": 68, "geometri": 68, "bad_prompt": 68, "miss": 68, "finger": 68, "limb": 68, "anatomi": 68, "interlock": 68, "digit": 68, "arm": 68, "2girl": 68, "deform": 68, "artist": 68, "blush": [68, 75, 76, 80, 83], "lipstick": 68, "skindent": 68, "tie": 68, "big_breast": 68, "thighhigh": [68, 75], "pubic_hair": [68, 74], "3d": [68, 92], "realist": 68, "slip": [68, 77], "head_out_of_fram": 68, "curvi": 68, "sampler": 68, "ddim": 68, "cfg": 68, "seed": 68, "3827064803": 68, "512x848": 68, "hash": 68, "eb49192009": 68, "anidosmix": 68, "skip": 68, "new_imag": 68, "let": 68, "what": 68, "nslim_fac": 68, "848": 68, "_sdmeta_text": 68, "directli": 68, "starri": 68, "night": 68, "daylight": 68, "euler": 68, "sd2": 68, "1girl": [68, 73, 74, 75, 76, 77, 80, 81, 82, 83], "footwear": 68, "shoe": 68, "bang": [68, 74, 75, 80, 83], "indoor": 68, "sleev": 68, "ahog": [68, 74, 75, 76, 80, 83], "dress": [68, 74], "pot": 68, "plant": 68, "bag": [68, 75, 76, 80, 83], "bun": [68, 74], "lora": 68, "bluearchive10": 68, "bluearchiv": 68, "neg1": 68, "dpm": 68, "2m": 68, "sde": 68, "karra": 68, "2647703743": 68, "768x768": 68, "72bd94132e": 68, "cutemix": 68, "strength": 68, "controlnet": 68, "control_v11p_sd15_openpos": 68, "cab727d4": 68, "weight": 68, "perfect": 68, "param": 68, "hire": 68, "upscal": [68, 107], "latent": 68, "ti": 68, "339cc9210f70": 68, "66a7279a88dd": 68, "info": 68, "underli": [68, 86], "sd_meta": 68, "scope": 68, "dst_file": [68, 70], "webp": 68, "systemerror": [68, 70], "input_imag": 68, "output_imag": 68, "a41": 69, "safetensor": 69, "torch": 69, "command": [69, 110], "pip": [69, 110], "_check_env": 69, "model_fil": 69, "key1": 69, "value1": 69, "key2": 69, "value2": 69, "src_model_fil": 69, "dst_model_fil": 69, "new_metadata": 69, "john": 69, "doe": [69, 73, 81, 95, 101], "input_model": 69, "output_model": 69, "softwar": 70, "generation_tim": 70, "dataclass": 70, "encapsul": 70, "taken": 70, "alia": 70, "success": [70, 110], "add_lsb_meta": 70, "save_metainfo": 70, "metainfo": 70, "prefer": 70, "isneti": [71, 107], "get_isnetis_mask": 71, "segment_with_isneti": 71, "segment_rgba_with_isneti": 71, "co": 72, "seg": 72, "1024": [72, 83], "app": 72, "l8": 72, "00ff00": 72, "mask_": 72, "image_": 72, "hutao_seg": 72, "skadi": [72, 75, 76, 80, 83], "skadi_seg": 72, "drop": [73, 74, 75, 80, 82, 83], "cosplai": 73, "no_eyewear": 73, "eyewear": [73, 74], "span": [73, 74], "matter": [73, 74], "red_hair": [73, 74, 81, 82], "use_preset": 73, "custom_blacklist": 73, "onlin": 73, "preset": 73, "ones": 73, "neither": [73, 74], "nor": [73, 74], "anal_hair": 74, "anal_tail": 74, "arm_behind_head": 74, "arm_hair": 74, "arm_under_breast": 74, "arms_behind_head": 74, "bird_on_head": 74, "blood_in_hair": 74, "breasts_on_glass": 74, "breasts_on_head": 74, "cat_on_head": 74, "closed_ey": 74, "clothed_female_nude_femal": 74, "clothed_female_nude_mal": 74, "clothed_male_nude_femal": 74, "clothes_between_breast": 74, "cream_on_fac": 74, "drying_hair": 74, "empty_ey": 74, "face_to_breast": 74, "food_on_fac": 74, "food_on_head": 74, "game_boi": 74, "grabbing_anoth": 74, "s_hair": 74, "grabbing_own_breast": 74, "gun_to_head": 74, "head_between_breast": 74, "heart_in_ey": 74, "multiple_boi": 74, "multiple_girl": 74, "object_on_breast": 74, "object_on_head": 74, "paint_splatter_on_fac": 74, "parted_lip": [74, 75, 76, 80, 83], "penis_on_fac": 74, "person_on_head": 74, "pokemon_on_head": 74, "rabbit_on_head": 74, "rice_on_fac": 74, "severed_head": 74, "star_in_ey": 74, "sticker_on_fac": 74, "tentacles_on_mal": 74, "tying_hair": 74, "built": [74, 86], "mutabl": 74, "constructor": 74, "empti": 74, "hold": [74, 75, 76, 80, 83], "futa": 74, "cum": 74, "rub": 74, "shade": 74, "plai": 74, "drill": 74, "skin": 74, "sidelock": 74, "twintail": [74, 75, 76, 80, 83], "braid": 74, "afro": 74, "bald": 74, "dreadlock": 74, "ponytail": 74, "updo": 74, "beard": 74, "mustach": 74, "pointi": 74, "horn": 74, "tail": 74, "ornament": 74, "hairband": 74, "pupil": 74, "bow": [74, 75, 76], "headwear": 74, "ribbon": [74, 76, 80], "crown": 74, "cap": 74, "hairclip": [74, 80], "mole": 74, "halo": 74, "fluff": 74, "flower": [74, 75, 76, 80, 83], "glass": [74, 77], "fang": 74, "boi": 74, "beret": 74, "heterochromia": 74, "headdress": 74, "eyepatch": 74, "headphon": 74, "eyebrow": 74, "eyelash": 74, "sunglass": 74, "intak": 74, "scrunchi": 74, "ear_pierc": 74, "headband": 74, "ring": 74, "under_mouth": 74, "freckl": 74, "lip": 74, "eyelin": 74, "eyeshadow": 74, "tassel": 74, "whitelist_suffix": 74, "whitelist_prefix": 74, "whitelist_word": 74, "suffix": [74, 79], "pool": 74, "whitelist": 74, "blacklist": [74, 78, 107], "singular": 74, "plural": 74, "chair": 74, "whole": 74, "word": 74, "hear": 74, "72": 74, "outdat": 75, "anymor": 75, "baselin": 75, "practic": 75, "use_real_nam": [75, 80], "general_threshold": [75, 76, 83], "character_threshold": [75, 76, 83], "drop_overlap": [75, 76, 80, 83], "real": [75, 80, 97, 107], "renam": [75, 80], "redirect": [75, 80], "mani": [75, 80], "websit": [75, 80], "rate": [75, 76, 83, 95, 97, 107], "char": [75, 76, 83], "9897817373275757": 75, "question": [75, 76, 83, 95], "010265946388244629": 75, "explicit": [75, 76, 83, 95], "2809715270996094e": 75, "9939777851104736": 75, "5032387375831604": 75, "black_bord": 75, "9943548440933228": 75, "black_glov": [75, 76, 80, 83], "5011609792709351": 75, "blue_ski": [75, 76, 80, 83], "6877802610397339": 75, "5543792843818665": 75, "8268730640411377": 75, "cloud": [75, 76, 80, 83], "8504303693771362": 75, "cowboy_shot": [75, 76, 80, 83], "6008237600326538": 75, "crop_top": [75, 76, 80, 83], "6635787487030029": 75, "dai": [75, 76, 80, 83], "8496965765953064": 75, "glove": [75, 76, 80, 83], "6107005476951599": 75, "hair_between_ey": [75, 76, 80, 83], "668294370174408": 75, "5619469285011292": 75, "holding_baseball_bat": [75, 76, 80, 83], "5141720771789551": 75, "letterbox": 75, "long_hair": [75, 76, 80, 82, 83], "9884189963340759": 75, "looking_at_view": [75, 76, 80, 83], "5673105120658875": 75, "midriff": [75, 76, 80, 83], "6290556192398071": 75, "navel": [75, 76, 80, 83], "9631235003471375": 75, "no_hat": [75, 76, 80], "7978747487068176": 75, "no_headwear": [75, 76, 80, 83], "7577926516532898": 75, "outdoor": [75, 76, 80, 83], "7118550539016724": 75, "5452839136123657": 75, "pillarbox": 75, "9841411709785461": 75, "red_ey": [75, 76, 80, 83], "958786129951477": 75, "shirt": [75, 76, 80, 83], "6720131039619446": 75, "short_sleev": [75, 76, 80, 83], "7077711820602417": 75, "silver_hair": [75, 76, 80], "6673924326896667": 75, "sky": [75, 76, 80, 83], "8709812760353088": 75, "9614333510398865": 75, "sportswear": [75, 76, 80, 83], "7786177396774292": 75, "6842771172523499": 75, "sweat": [75, 76, 80, 83], "9076308012008667": 75, "thigh": [75, 76, 80, 83], "580970823764801": 75, "skadi_": [75, 76, 83], "arknight": [75, 76, 83], "9633345007896423": 75, "9988503456115723": 75, "001651763916015625": 75, "00012505054473876953": 75, "9829280972480774": 75, "894218385219574": 75, "8733789920806885": 75, "backpack": [75, 76, 80, 83], "6322951316833496": 75, "9987058639526367": 75, "bag_charm": [75, 76], "9754379987716675": 75, "6810564994812012": 75, "9708781838417053": 75, "6356008052825928": 75, "5633733868598938": 75, "brick_wal": 75, "5315935611724854": 75, "brown_hair": [75, 76, 80, 83], "9397273659706116": 75, "9229896664619446": 75, "charm_": [75, 76], "9006357789039612": 75, "citi": 75, "9020784497261047": 75, "cityscap": 75, "9547432661056519": 75, "5296419262886047": 75, "8253412246704102": 75, "5619839429855347": 75, "hair_flow": [75, 76, 80, 83], "8277763724327087": 75, "hair_orna": [75, 76, 80, 83], "9356368780136108": 75, "hair_ribbon": [75, 76, 80], "5288072824478149": 75, "jacket": [75, 76, 80, 83], "6336134076118469": 75, "9703260064125061": 75, "8188960552215576": 75, "phone_screen": 75, "9579574465751648": 75, "9954615235328674": 75, "plaid": [75, 76, 80], "9725285172462463": 75, "plaid_skirt": [75, 76, 80], "9638455510139465": 75, "pleated_skirt": [75, 76, 80, 83], "7226815819740295": 75, "5321241021156311": 75, "red_nail": [75, 80], "5493080615997314": 75, "school_bag": [75, 76], "9863407611846924": 75, "school_uniform": [75, 76, 80, 83], "6794284582138062": 75, "5062428116798401": 75, "shoulder_bag": 75, "9325523972511292": 75, "skirt": [75, 76, 80, 83], "92237788438797": 75, "skyscrap": 75, "7728171348571777": 75, "sleeves_past_wrist": [75, 76, 80], "7257086038589478": 75, "smile": [75, 76, 80, 83], "5357837080955505": 75, "6939404010772705": 75, "7054293155670166": 75, "tongu": [75, 76, 80, 83], "9990814924240112": 75, "tongue_out": [75, 76, 80, 83], "9992498755455017": 75, "5012534260749817": 75, "very_long_hair": [75, 76, 80, 82, 83], "7461410164833069": 75, "lagpixellol": 76, "deepgelbooru_onnx": 76, "categori": [76, 91, 99], "dim": [76, 83], "9986732006072998": 76, "0013858973979949951": 76, "315376281738281e": 76, "9972434639930725": 76, "basebal": [76, 83], "5982598662376404": 76, "baseball_bat": [76, 80, 83], "6429562568664551": 76, "bike_short": 76, "36296138167381287": 76, "8308937549591064": 76, "black_shirt": [76, 80, 83], "7388008832931519": 76, "6039759516716003": 76, "30909663438796997": 76, "9694308042526245": 76, "6422968506813049": 76, "5898381471633911": 76, "8145260810852051": 76, "652222216129303": 76, "dolphin_short": 76, "466494083404541": 76, "7183809280395508": 76, "6753682494163513": 76, "7302790880203247": 76, "6649775505065918": 76, "large_breast": [76, 80, 83], "8446108102798462": 76, "98187655210495": 76, "8140730857849121": 76, "6360533833503723": 76, "9635934829711914": 76, "33370012044906616": 76, "44239571690559387": 76, "7891374826431274": 76, "6471294164657593": 76, "9958090782165527": 76, "8736815452575684": 76, "872096061706543": 76, "5640895366668701": 76, "5049663186073303": 76, "8832778930664062": 76, "9687467813491821": 76, "sports_bra": 76, "3659853935241699": 76, "9309735298156738": 76, "49939480423927307": 76, "stomach": [76, 80, 83], "446407288312912": 76, "809670090675354": 76, "6560589075088501": 76, "47956040501594543": 76, "9832853674888611": 76, "9994162321090698": 76, "0008397102355957031": 76, "00035390257835388184": 76, "9926226139068604": 76, "899387001991272": 76, "34215790033340454": 76, "5701972246170044": 76, "9512913227081299": 76, "6664570569992065": 76, "5614628791809082": 76, "33615976572036743": 76, "5770801305770874": 76, "987317681312561": 76, "37286585569381714": 76, "cardigan": [76, 80], "36409223079681396": 76, "7329680919647217": 76, "collared_shirt": [76, 80], "5924292206764221": 76, "4344901144504547": 76, "7465001344680786": 76, "5225946307182312": 76, "6976451873779297": 76, "9265321493148804": 76, "34527891874313354": 76, "6675043106079102": 76, "9096828699111938": 76, "long_sleev": [76, 80, 83], "41341525316238403": 76, "8418735265731812": 76, "miniskirt": [76, 80], "3675632178783417": 76, "nail_polish": [76, 80], "5284417867660522": 76, "open_cloth": [76, 80], "30296844244003296": 76, "48789578676223755": 76, "36596980690956116": 76, "7759367227554321": 76, "6535028219223022": 76, "8975257873535156": 76, "36911237239837646": 76, "4171145558357239": 76, "3942635953426361": 76, "6772940754890442": 76, "9397937655448914": 76, "5207280516624451": 76, "4673041105270386": 76, "9118321537971497": 76, "9967410564422607": 76, "9970728158950806": 76, "8419480323791504": 76, "6489560604095459": 76, "white_shirt": [76, 80], "6217572689056396": 76, "underscor": [77, 83], "convent": 77, "restor": [77, 107], "use_spac": 77, "use_escap": 77, "include_scor": 77, "score_descend": 77, "_": 77, "escap": 77, "unsaf": 77, "sort": [77, 81], "descend": 77, "panty_pul": 77, "6826801300048828": 77, "958938717842102": 77, "drinking_glass": 77, "9340789318084717": 77, "areola_slip": 77, "41196826100349426": 77, "9988248348236084": 77, "drink": 77, "pull": 77, "areola": 77, "999": 77, "959": 77, "934": 77, "683": 77, "412": 77, "mldanbooru": [78, 107], "get_mldanbooru_tag": 78, "wd14": [78, 80, 107], "get_wd14_tag": [78, 80], "convert_wd14_emb_to_predict": 78, "denormalize_wd14_emb": 78, "deepdanbooru": [78, 80, 107], "get_deepdanbooru_tag": [78, 80], "deepgelbooru": [78, 107], "get_deepgelbooru_tag": 78, "add_underlin": 78, "remove_underlin": 78, "tags_to_text": 78, "drop_overlap_tag": 78, "is_blacklist": 78, "drop_blacklisted_tag": 78, "char_whitelist_suffix": 78, "char_whitelist_prefix": 78, "char_whitelist_word": 78, "char_suffix": 78, "char_prefix": 78, "charactertagpool": 78, "is_basic_character_tag": 78, "drop_basic_character_tag": 78, "sort_tag": 78, "tag_match_suffix": 78, "tag_match_prefix": 78, "tag_match_ful": 78, "t1": 79, "t2": 79, "fulli": 79, "ml": 80, "448": 80, "keep_ratio": 80, "9999984502792358": [80, 102], "9999946355819702": 80, "9994951486587524": 80, "998144268989563": 80, "9978417158126831": 80, "9941409230232239": 80, "9799384474754333": 80, "979142427444458": 80, "961823582649231": 80, "961323618888855": 80, "9490893483161926": 80, "9450850486755371": 80, "9425153136253357": 80, "9409335255622864": 80, "9319437146186829": 80, "9265308976173401": 80, "9259042143821716": 80, "922250509262085": 80, "9199565052986145": 80, "9175475835800171": 80, "9102761745452881": 80, "9076938629150391": 80, "9052775502204895": 80, "8938589692115784": 80, "8894285559654236": 80, "8891903162002563": 80, "8845980763435364": 80, "8842408061027527": 80, "8659475445747375": 80, "862621009349823": 80, "8616052865982056": 80, "8562789559364319": 80, "short_short": [80, 83], "8555729389190674": 80, "8533340096473694": 80, "black_short": [80, 83], "8477485775947571": 80, "8430152535438538": 80, "tied_long_hair": [80, 83], "8340626955032349": 80, "crop_top_overhang": 80, "8266023397445679": 80, "8222048282623291": 80, "8202669620513916": 80, "8061150312423706": 80, "ass_visible_through_thigh": [80, 83], "7803354859352112": 80, "thigh_gap": [80, 83], "7789446711540222": 80, "arms_up": 80, "7052110433578491": 80, "9999866485595703": 80, "997043788433075": 80, "9969649910926819": 80, "9957101345062256": 80, "9928386807441711": 80, "9886980056762695": 80, "9864778518676758": 80, "ghost": [80, 83], "9769423007965088": 80, "9747489094734192": 80, "9736957550048828": 80, "9388670325279236": 80, "9356311559677124": 80, "91000896692276": 80, "8955123424530029": 80, "8910233378410339": 80, "8904104828834534": 80, "8881211280822754": 80, "8876776695251465": 80, "8864808678627014": 80, "8810517191886902": 80, "8798807263374329": 80, "8765745162963867": 80, "8737136125564575": 80, "8650439381599426": 80, "8613706827163696": 80, "blue_cardigan": 80, "8571277260780334": 80, "8333670496940613": 80, "8160212635993958": 80, "eyebrows_visible_through_hair": 80, "8122442364692688": 80, "8091571927070618": 80, "8082079887390137": 80, "8048468232154846": 80, "8042327165603638": 80, "7984272241592407": 80, "blazer": [80, 83], "794708251953125": 80, "78981614112854": 80, "7892146110534668": 80, "shaped_pupil": [80, 83], "7867060899734497": 80, "gradient_hair": 80, "786359965801239": 80, "7790888547897339": 80, "brown_skirt": 80, "7760675549507141": 80, "774523913860321": 80, "7721588015556335": 80, "7697228789329529": 80, "755959689617157": 80, "multicolored_hair": 80, "7477189898490906": 80, "7476690411567688": 80, "rail": 80, "7476617693901062": 80, "blue_jacket": 80, "7458406090736389": 80, "741143524646759": 80, "7364678978919983": 80, "7193643450737": 80, "red_neckwear": 80, "7108616828918457": 80, "7086325287818909": 80, "7055293321609497": 80, "7039415836334229": 80, "7018357515335083": 80, "shuffl": 81, "count": [81, 108, 109], "2boi": 81, "cat_ear": 81, "uniqu": 81, "8849405313291128": 82, "8548297594823425": 82, "03910296474461261": 82, "6615180440330748": 82, "21552028866308015": 82, "3165260620737027": 82, "47744464927382957": 82, "tagger": 83, "smilingwolf": 83, "wd": 83, "swinv2_v3": 83, "general_mcut_en": 83, "character_mcut_en": 83, "no_underlin": 83, "mcut": 83, "replac": 83, "index": [83, 110], "follw": 83, "valuabl": 83, "enabl": 83, "rapid": 83, "queri": 83, "0011444687843322754": 83, "8876402974128723": 83, "106781005859375": 83, "000277101993560791": 83, "997527003288269": 83, "9797663688659668": 83, "9905703663825989": 83, "9761719703674316": 83, "8981098532676697": 83, "8810765743255615": 83, "9498510360717773": 83, "8377365469932556": 83, "945058286190033": 83, "9457170367240906": 83, "969594419002533": 83, "7881088852882385": 83, "7687551379203796": 83, "9301245212554932": 83, "6703325510025024": 83, "white_hair": 83, "5292627811431885": 83, "8677047491073608": 83, "grey_hair": 83, "5859264731407166": 83, "9536856412887573": 83, "8056888580322266": 83, "8394746780395508": 83, "9473626613616943": 83, "8986269235610962": 83, "9385137557983398": 83, "8408567905426025": 83, "alternate_costum": 83, "4245271384716034": 83, "931140661239624": 83, "8830795884132385": 83, "7279844284057617": 83, "artist_nam": 83, "5333830714225769": 83, "64717698097229": 83, "9516432285308838": 83, "9655293226242065": 83, "9485014081001282": 83, "7366660833358765": 83, "7161656618118286": 83, "5858667492866516": 83, "6186309456825256": 83, "41193312406539917": 83, "467605859041214": 83, "36282333731651306": 83, "3756745457649231": 83, "motion_blur": 83, "5091936588287354": 83, "951993465423584": 83, "5634750723838806": 83, "8232709169387817": 83, "9869340658187866": 83, "49491602182388306": 83, "5193622708320618": 83, "003406703472137451": 83, "0007208287715911865": 83, "9798132181167603": 83, "8046203851699829": 83, "7596215009689331": 83, "7620116472244263": 83, "46084529161453247": 83, "48454540967941284": 83, "5152207016944885": 83, "8023070096969604": 83, "8653596639633179": 83, "7201820611953735": 83, "7816740870475769": 83, "697688639163971": 83, "8974947333335876": 83, "7491052746772766": 83, "5015512704849243": 83, "6401398181915283": 83, "43420469760894775": 83, "4528769850730896": 83, "5730487704277039": 83, "6739872694015503": 83, "5545973181724548": 83, "6946243047714233": 83, "5487751364707947": 83, "7439308166503906": 83, "4186026453971863": 83, "47378358244895935": 83, "4690653085708618": 83, "7565015554428101": 83, "hu_tao_": 83, "genshin_impact": 83, "9262397289276123": 83, "boo_tao_": 83, "942080020904541": 83, "denorm": 83, "denormalizer_nam": 83, "mnum2_al": 83, "understand": 83, "redund": 83, "structur": [83, 107], "b": 83, "r": [83, 95, 101], "c": 83, "linalg": 83, "norm": 83, "approx": [83, 84], "1e": 83, "cdc_anime_onnx": 84, "realli": 84, "As": [84, 95, 101], "1024x1024": 84, "2060": 84, "gpu": 84, "cost": 84, "cpu": [84, 89, 108, 109], "experi": 84, "hgsr": 84, "mhr": 84, "aug_x4_320": 84, "cute_waifu_aroma": 84, "pngimageplugin": 84, "pngimagefil": 84, "1168x1168": 84, "0x7f0e8ca06880": 84, "4672x4672": 84, "0x7f0e48edb640": 84, "cdc": [85, 107], "upscale_with_cdc": 85, "lru_cach": 86, "wrap": 86, "synchron": 86, "prevent": 86, "race": 86, "condit": 86, "maxsiz": 86, "expensive_funct": 86, "expens": 86, "lock": [86, 106], "safeti": [86, 103], "multithread": 86, "my_funct": 86, "introduc": 86, "acquisit": 86, "critic": 86, "mathemat": 87, "activ": 87, "deep": 87, "problem": [87, 95, 101], "input_valu": 87, "frac": 87, "26894142": 87, "73105858": 87, "ts_lru_cach": 88, "get_onnx_provid": 88, "open_onnx_model": 88, "cudaexecutionprovid": 89, "cpuexecutionprovid": 89, "ckpt": 89, "inferencesess": 89, "onnx_mod": 89, "decid": 89, "linux": [89, 108, 109], "execut": [89, 108, 109], "ignor": 89, "cuda": [89, 108, 109], "forc": 89, "anime_ai_check": 90, "mobilenetv3_sce_dist": [90, 101, 105], "mainli": 90, "caformer_s36_plus_sc": 90, "graph": 90, "9996960163116455": 90, "9999125003814697": 90, "997803270816803": 90, "9960069060325623": 90, "9887709021568298": 90, "9998629093170166": 90, "0013722758740186691": 90, "00020673229300882667": 90, "0001895089662866667": 90, "0008857478387653828": 90, "552320024231449e": 90, "001168627175502479": 90, "bangumi": [91, 92], "vision": 91, "imageri": 91, "bangumi_char_typ": 91, "definit": [91, 98], "video": 91, "secondari": 91, "often": 91, "lack": 91, "lead": 91, "under": [91, 110], "three": 91, "judg": 91, "anime_portrait": [91, 97], "mobilenetv3_v0_dist": [91, 100, 104, 105], "9998525381088257": 91, "00012103465269319713": 91, "6464786313008517e": 91, "906112609314732e": 91, "06": [91, 92, 94, 99, 100, 101, 102, 104], "9997243285179138": 91, "0002490800397936255": 91, "7215803381986916e": 91, "354368557978887e": 91, "9998849630355835": 91, "90006631379947e": 91, "3920385754317977e": 91, "2084233276254963e": 91, "9998877048492432": 91, "732793503440917e": 91, "4264976925915107e": 91, "0623419257171918e": 91, "07076334953308105": 91, "9290977716445923": 91, "0001044218079186976": 91, "4467317163944244e": 91, "2568268832401372e": 91, "9999498128890991": 91, "1810528778587468e": 91, "879474429093534e": 91, "260669109295122e": 91, "9999510049819946": 91, "2321036592766177e": 91, "025227553938748e": 91, "4251427273848094e": 91, "999957799911499": 91, "4273678718600422e": 91, "6884023302263813e": 91, "880981603288092e": 91, "0002326338435523212": 91, "9996368885040283": 91, "164971561403945e": 91, "00020793956355191767": 91, "13438372313976288": 91, "8652494549751282": 91, "000158855298650451": 91, "000238816806813702": 91, "3589179217815399": 91, "6406960487365723": 91, "0001471740542910993": 91, "002255884697660804": 91, "08208147436380386": 91, "9152728915214539": 91, "00038967153523117304": 91, "227699592884164e": 91, "0835404282261152e": 91, "1437502406770363e": 91, "9999284744262695": 91, "2125529792683665e": 91, "0218892384727951e": 91, "00011914174683624879": 91, "9998584985733032": 91, "2007669283775613e": 91, "6357082131435163e": 91, "3068713896209374e": 91, "9999185800552368": 91, "066640925273532e": 91, "529400813335087e": 91, "089402500540018e": 91, "9999388456344604": 91, "6406959295272827": 91, "not_paint": 92, "anime_classif": 92, "older": 92, "mobilenetv3_v1": [92, 102], "5_dist": 92, "3_dist": 92, "plot": [92, 95, 101, 105], "caformer_s36_v1": 92, "3_focal": 92, "8346158862113953": 92, "004201625939458609": 92, "0028638991061598063": 92, "15633030235767365": 92, "001988308737054467": 92, "9868855476379395": 92, "001178382197394967": 92, "00015886101755313575": 92, "0005986307514831424": 92, "011178601533174515": 92, "9933090209960938": 92, "0012440024875104427": 92, "00040085514774546027": 92, "004924307577311993": 92, "00012189441622467712": 92, "00031298911198973656": 92, "9968050718307495": 92, "182305903872475e": 92, "0027923565357923508": 92, "7805559259140864e": 92, "0004650334012694657": 92, "996709942817688": 92, "736721191671677e": 92, "0027629584074020386": 92, "4619508621981367e": 92, "0003803370927926153": 92, "998649537563324": 92, "190127922105603e": 92, "0008622839814051986": 92, "595230686594732e": 92, "0004573142796289176": 92, "00031435859273187816": 92, "8671838641166687": 92, "13199880719184875": 92, "563074617180973e": 92, "153919796110131e": 92, "290010737255216e": 92, "9727378487586975": 92, "027150526642799377": 92, "162296004826203e": 92, "4933258828241378e": 92, "0004275702522136271": 92, "995402455329895": 92, "002233930164948106": 92, "001911122351884842": 92, "1603819727897644": 92, "0007561995880678296": 92, "00017044576816260815": 92, "838487982749939": 92, "0002034590725088492": 92, "005001617129892111": 92, "000932251859921962": 92, "009352140128612518": 92, "9846979379653931": 92, "6018555470509455e": 92, "004064667969942093": 92, "464051254326478e": 92, "025772539898753166": 92, "9699516296386719": 92, "00011656546121230349": 92, "287263775244355e": 92, "370255853951676e": 92, "01098843663930893": 92, "0031668643932789564": 92, "9857884049415588": 92, "499273488065228e": 92, "8419872251106426e": 92, "0003471920208539814": 92, "029472889378666878": 92, "9700765609741211": 92, "0012387704337015748": 92, "001172148622572422": 92, "787473391043022e": 92, "003680602880194783": 92, "9938107132911682": 92, "8346157073974609": 92, "8671836853027344": 92, "8384883403778076": 92, "9846979975700378": 92, "9700766801834106": 92, "greyscal": 93, "jpeg_ful": [93, 106], "6125901": 93, "6125785": [93, 106], "6124220": 93, "rough": [94, 95, 101], "polish": 94, "mobilenetv3_v2": 94, "2_dist": [94, 102], "910087929805741e": 94, "1241951510310173": 94, "8757457137107849": 94, "00018937293498311192": 94, "030049214139580727": 94, "9697614312171936": 94, "008933082222938538": 94, "05096456781029701": 94, "9401022791862488": 94, "009832272306084633": 94, "9898634552955627": 94, "00030428936588577926": 94, "013919820077717304": 94, "9819902181625366": 94, "004089969675987959": 94, "04166747257113457": 94, "9582782983779907": 94, "4218515288084745e": 94, "8849249482154846": 94, "1149177998304367": 94, "0001573085755808279": 94, "9907882809638977": 94, "008958994410932064": 94, "0002527958422433585": 94, "9831690788269043": 94, "01682441122829914": 94, "613856385229155e": 94, "8757458329200745": 94, "8849248290061951": 94, "million": 95, "anime_r": [95, 97], "boundari": [95, 101], "challeng": [95, 101], "clean": [95, 101], "judgment": [95, 101], "intend": [95, 101], "quick": [95, 101, 107], "estim": [95, 101], "basi": [95, 101], "mobilenetv3_large_100_v0_ls0": 95, "caformer_s36_v0_ls0": 95, "7508869767189026": 95, "7034655809402466": 95, "728887677192688": 95, "7404400110244751": 95, "7446154952049255": 95, "7514738440513611": 95, "768704354763031": 95, "8219676613807678": 95, "7267540693283081": 95, "7645740509033203": 95, "7216582894325256": 95, "7615436315536499": 95, "815083920955658": 95, "8321858644485474": 95, "8204999566078186": 95, "820833146572113": 95, "chdir": 95, "doc": 95, "api_doc": 95, "7508870363235474": 95, "11212056130170822": 95, "06781744956970215": 95, "06917501986026764": 95, "7034654021263123": 95, "15903906524181366": 95, "06688199192285538": 95, "07061357796192169": 95, "7288877964019775": 95, "1476859599351883": 95, "060362350195646286": 95, "06306383013725281": 95, "7404399514198303": 95, "10337048768997192": 95, "08087948709726334": 95, "07530999928712845": 95, "055992450565099716": 95, "7446154356002808": 95, "13191790878772736": 95, "06747424602508545": 95, "06458679586648941": 95, "10566363483667374": 95, "07827574014663696": 95, "07079866528511047": 95, "7687042951583862": 95, "09974884241819382": 95, "06074819341301918": 95, "050435908138751984": 95, "8219675421714783": 95, "0593985915184021": 95, "06819795072078705": 95, "06569571048021317": 95, "1177448257803917": 95, "726753830909729": 95, "08980562537908554": 95, "06481882929801941": 95, "06922297924757004": 95, "10138414055109024": 95, "06351721286773682": 95, "07683827728033066": 95, "13798624277114868": 95, "05942752957344055": 95, "10584963858127594": 95, "7615437507629395": 95, "07317910343408585": 95, "060196295380592346": 95, "06751583516597748": 95, "0572039857506752": 95, "05398125201463699": 95, "06124086305499077": 95, "0525919646024704": 95, "8321859240531921": 95, "05922013148665428": 95, "06274889409542084": 95, "057530902326107025": 95, "8205001354217529": 95, "05683052912354469": 95, "06635929644107819": 95, "05597696080803871": 95, "8208332657814026": 95, "non_furri": 96, "mobilenetv3_v0": 96, "1_dist": 96, "9898804426193237": 96, "010119626298546791": 96, "9677742123603821": 96, "032225821167230606": 96, "959551215171814": 96, "040448784828186035": 96, "9535530209541321": 96, "04644693806767464": 96, "04358793422579765": 96, "9564120769500732": 96, "02767963521182537": 96, "9723203182220459": 96, "028900373727083206": 96, "9710996150970459": 96, "037573859095573425": 96, "9624261260032654": 96, "aicheck": [97, 107], "get_ai_created_scor": 97, "is_ai_cr": 97, "bangumi_char": [97, 107], "anime_bangumi_char_scor": 97, "anime_bangumi_char": 97, "anime_classify_scor": 97, "anime_classifi": 97, "is_greyscal": 97, "anime_completeness_scor": 97, "anime_complet": 97, "dbrate": [97, 107], "anime_dbrating_scor": 97, "anime_dbr": 97, "furri": [97, 107], "anime_furry_scor": 97, "anime_furri": 97, "get_monochrome_scor": 97, "is_monochrom": 97, "nsfw_pred_scor": 97, "nsfw_pred": 97, "portrait": [97, 107], "anime_portrait_scor": 97, "anime_rating_scor": 97, "anime_real_scor": 97, "safe_check_scor": 97, "safe_check": 97, "style_ag": [97, 107], "anime_style_age_scor": 97, "anime_style_ag": 97, "teen": [97, 107], "anime_teen_scor": 97, "anime_teen": 97, "is_truncated_fil": 97, "screen": 98, "row": 98, "bottom": 98, "grayscal": 98, "monochrome_detect": 98, "mobilenetv3_large_100_dist_safe2": 98, "mobilenetv3_dist": 98, "caformer_s36": 98, "mono": 98, "9614395499229431": 98, "9458909034729004": 98, "9559807777404785": 98, "9651952981948853": 98, "9379720687866211": 98, "8814834356307983": 98, "03941023349761963": 98, "07492382079362869": 98, "09546589106321335": 98, "016521310433745384": 98, "005693843588232994": 98, "0315730981528759": 98, "Not": 99, "five": 99, "hentai": 99, "neutral": 99, "porn": 99, "sexi": 99, "infinit": 99, "nsfwj": 99, "tfj": 99, "mobil": 99, "9970946311950684": 99, "00198739324696362": 99, "000894528697244823": 99, "4315058251668233e": 99, "099447197513655e": 99, "9282580614089966": 99, "061733175069093704": 99, "008979619480669498": 99, "0007789491210132837": 99, "0002501663693692535": 99, "7945129871368408": 99, "2044062316417694": 99, "0005603990866802633": 99, "0004847997915931046": 99, "564094367902726e": 99, "7977773547172546": 99, "01352313905954361": 99, "18791256844997406": 99, "0004888656549155712": 99, "00029804420773871243": 99, "04498734697699547": 99, "9509441256523132": 99, "4087972633424215e": 99, "003999904729425907": 99, "4542059185914695e": 99, "002892113756388426": 99, "982390284538269": 99, "02520776737947e": 99, "014633022248744965": 99, "858086610212922e": 99, "002532319398596883": 99, "9887337684631348": 99, "231979568838142e": 99, "008699454367160797": 99, "8187158022774383e": 99, "03564726561307907": 99, "954788088798523": 99, "343036850215867e": 99, "009289607405662537": 99, "00020158555707894266": 99, "006372362840920687": 99, "006019102409482002": 99, "9694945812225342": 99, "015214097686111927": 99, "002899901708588004": 99, "0004039364866912365": 99, "00012730166781693697": 99, "987038791179657": 99, "007135333959013224": 99, "005294707603752613": 99, "06964848190546036": 99, "0014777459437027574": 99, "9276643395423889": 99, "0003031621454283595": 99, "0009063396137207747": 99, "00028707628371194005": 99, "00010888021643040702": 99, "9992460012435913": 99, "00015473493840545416": 99, "0002033217460848391": 99, "563037691696081e": 99, "008058490231633186": 99, "00044566826545633376": 99, "937960684299469": 99, "05353058874607086": 99, "364063445587817e": 99, "00562260951846838": 99, "00012077406427124515": 99, "9897090792655945": 99, "004547217860817909": 99, "564737981942017e": 99, "016690678894519806": 99, "001258736359886825": 99, "9766013622283936": 99, "005440687295049429": 99, "4481674952548929e": 99, "01861923187971115": 99, "0008914825739338994": 99, "9674761295318604": 99, "012998746708035469": 99, "691116141155362e": 99, "0007601747056469321": 99, "0005019629606977105": 99, "039504989981651306": 99, "9591660499572754": 99, "0001652583305258304": 99, "0002614929690025747": 99, "020374108105897903": 99, "029394468292593956": 99, "9498046040534973": 99, "00016299057460855693": 99, "004782819654792547": 99, "002861740067601204": 99, "12280157208442688": 99, "8693908452987671": 99, "0001731760276015848": 99, "304211274255067e": 99, "03286275267601013": 99, "010648751631379128": 99, "9562522172927856": 99, "999900221824646": 100, "645313209854066e": 100, "3387104445428122e": 100, "9999704360961914": 100, "4465465685352683e": 100, "071506166132167e": 100, "9999785423278809": 100, "512719154561637e": 100, "292278612818336e": 100, "919455750496127e": 100, "9999444484710693": 100, "3647335082350764e": 100, "0555699191172607e": 100, "9999880790710449": 100, "3210242286731955e": 100, "7451418898417614e": 100, "9999822378158569": 100, "2084267331811134e": 100, "7460413321023225e": 100, "1532473820352607e": 100, "9999996423721313": 100, "0316136922483565e": 100, "840229633236049e": 100, "9999998807907104": [100, 101], "736660568800289e": 100, "199210472208506e": 100, "9999992847442627": 100, "r15": 101, "r18": 101, "sankaku": 101, "mobilenetv3_v1_pruned_ls0": 101, "caformer_s36_plu": [101, 105], "5863172936624323e": 101, "480062353375615e": 101, "9924363493919373": 101, "007255776319652796": 101, "0003077814180869609": 101, "996969997882843": 101, "0030054834205657244": 101, "4601260520284995e": 101, "9966891407966614": 101, "003293127752840519": 101, "770909148035571e": 101, "00025384966284036636": 101, "9996721744537354": 101, "399192691082135e": 101, "973351603141055e": 101, "9998563528060913": 101, "391309580067173e": 101, "0018681309884414077": 101, "9827859997749329": 101, "015345841646194458": 101, "013710384257137775": 101, "8339558839797974": 101, "15233369171619415": 101, "951323833462084e": 101, "00029566374723799527": 101, "9997004270553589": 101, "00018434497178532183": 101, "568440272123553e": 101, "9997699856758118": 101, "11225129129889e": 101, "051862899563275e": 101, "9999485015869141": 101, "902020231791539e": 101, "0005639699520543218": 101, "9994290471076965": 101, "anime_real_cl": 102, "4_dist": 102, "9999716281890869": 102, "8398366339388303e": 102, "9992202520370483": 102, "0007797438884153962": 102, "9999709129333496": 102, "905452492996119e": 102, "9999765157699585": 102, "3499671442550607e": 102, "9994087219238281": 102, "0005913018831051886": 102, "9999759197235107": 102, "4061362637439743e": 102, "9999052286148071": 102, "475799015490338e": 102, "403173675702419e": 102, "5848207794988411e": 102, "0010207017185166478": 102, "9989792704582214": 102, "2124368115328252e": 102, "9999977350234985": 102, "6512358342879452e": 102, "9999834299087524": 102, "359853614412714e": 102, "9999936819076538": 102, "600314317329321e": 102, "9999840259552002": 102, "5589323083986528e": 102, "9999843835830688": 102, "5513256585109048e": 102, "9999845027923584": 102, "pollut": 103, "shit": 103, "checker": 103, "mobilenet": 103, "v2": 103, "max_batch_s": 103, "1970": 104, "1980": 104, "1990": 104, "2000": 104, "2010": 104, "2015": 104, "2020": 104, "ag": 104, "9805465340614319": 104, "761269782553427e": 104, "0005044879508204758": 104, "01569165475666523": 104, "002850610064342618": 104, "00037849770160391927": 104, "9434612113400362e": 104, "053497342392802e": 104, "9992554783821106": 104, "0006490182713605464": 104, "8857468805654207e": 104, "317252262353577e": 104, "314484721769986e": 104, "0750001138148946e": 104, "706833609205205e": 104, "00034479793976061046": 104, "9995512366294861": 104, "391363472677767e": 104, "4607510820496827e": 104, "0679690351244062e": 104, "661913514311891e": 104, "757471131393686e": 104, "0744897230761126e": 104, "76177470368566e": 104, "9996387958526611": 104, "160279296338558e": 104, "00013228354509919882": 104, "1361367038916796e": 104, "464057489414699e": 104, "2412899599876255e": 104, "703883653040975e": 104, "127358498517424e": 104, "9973921775817871": 104, "0022309015039354563": 104, "00018872201326303184": 104, "780902943617548e": 104, "422096920578042e": 104, "638929097680375e": 104, "152203023797483e": 104, "00028818511054851115": 104, "9996094107627869": 104, "58777353237383e": 104, "9200742826797068e": 104, "00017117452807724476": 104, "518441947875544e": 104, "885544381570071e": 104, "4389253010449465e": 104, "1696006772108376e": 104, "9996393918991089": 104, "contenti": 105, "safe_teen": 105, "non_teen": 105, "caformer_s36_v0": 105, "9998493194580078": 105, "0378791052498855e": 105, "00012023092131130397": 105, "9790042638778687": 105, "0017522255657240748": 105, "01924353837966919": 105, "9998124241828918": 105, "19778298237361e": 105, "0001456339523429051": 105, "0008521362324245274": 105, "9989691972732544": 105, "00017870066221803427": 105, "0992944781901315e": 105, "9994398951530457": 105, "0004991036257706583": 105, "2035720727872103e": 105, "9994019269943237": 105, "0005460577667690814": 105, "0478151529678144e": 105, "524079147609882e": 105, "999934196472168": 105, "786742884898558e": 105, "653994154883549e": 105, "9998156428337097": 105, "0001218809193233028": 105, "00013706681784242392": 105, "9997410178184509": 105, "jpeg_trunc": 106, "2216614_truncat": 106, "imagefil": 106, "load_truncated_imag": 106, "ascii": 107, "metric": 107, "list_det_model": 107, "list_rec_model": 107, "sd": 107, "tag": 107, "platform": [108, 109], "shutil": [108, 109], "cpuinfo": [108, 109], "psutil": [108, 109], "hbutil": [108, 109], "size_to_bytes_str": [108, 109], "python_implement": [108, 109], "python_vers": [108, 109], "brand": [108, 109], "get_cpu_info": [108, 109], "brand_raw": [108, 109], "cpu_count": [108, 109], "freq": [108, 109], "cpu_freq": [108, 109], "mhz": [108, 109], "virtual_memori": [108, 109], "precis": [108, 109], "ye": [108, 109], "nvidia": [108, 109], "smi": [108, 109], "1021": [108, 109], "azur": [108, 109], "x86_64": [108, 109], "glibc2": [108, 109], "cpython": [108, 109], "amd": [108, 109], "epyc": [108, 109], "7763": [108, 109], "3240": 108, "1797500000002": 108, "615": [108, 109], "gib": [108, 109], "deploi": [108, 109], "action": [108, 109], "3239": 109, "62425": 109, "imgutil": 110, "pypi": 110, "simpli": 110, "newest": 110, "git": 110, "script": 110, "__name__": 110, "__main__": 110, "narugo1992": 110, "still": 110, "out": 110, "io": 110, "html": 110, "faq": 111}, "objects": {"imgutils": [[1, 0, 0, "-", "ascii"], [2, 0, 0, "-", "config"], [9, 0, 0, "-", "data"], [20, 0, 0, "-", "detect"], [27, 0, 0, "-", "edge"], [33, 0, 0, "-", "generic"], [37, 0, 0, "-", "metadata"], [42, 0, 0, "-", "metrics"], [46, 0, 0, "-", "ocr"], [50, 0, 0, "-", "operate"], [54, 0, 0, "-", "pose"], [57, 0, 0, "-", "preprocess"], [62, 0, 0, "-", "resource"], [64, 0, 0, "-", "restore"], [67, 0, 0, "-", "sd"], [71, 0, 0, "-", "segment"], [78, 0, 0, "-", "tagging"], [85, 0, 0, "-", "upscale"], [88, 0, 0, "-", "utils"], [97, 0, 0, "-", "validate"]], "imgutils.ascii": [[0, 0, 0, "-", "drawing"]], "imgutils.ascii.drawing": [[0, 1, 1, "", "ascii_drawing"]], "imgutils.config": [[3, 0, 0, "-", "meta"]], "imgutils.config.meta": [[3, 2, 1, "", "__AUTHOR_EMAIL__"], [3, 2, 1, "", "__AUTHOR__"], [3, 2, 1, "", "__DESCRIPTION__"], [3, 2, 1, "", "__TITLE__"], [3, 2, 1, "", "__VERSION__"]], "imgutils.data": [[4, 0, 0, "-", "background"], [5, 0, 0, "-", "blob"], [6, 0, 0, "-", "decode"], [7, 0, 0, "-", "encode"], [8, 0, 0, "-", "image"], [10, 0, 0, "-", "layer"], [11, 0, 0, "-", "pad"], [12, 0, 0, "-", "url"]], "imgutils.data.background": [[4, 1, 1, "", "grid_background"], [4, 1, 1, "", "grid_transparent"]], "imgutils.data.blob": [[5, 1, 1, "", "is_valid_image_blob_url"], [5, 1, 1, "", "load_image_from_blob_url"], [5, 1, 1, "", "to_blob_url"]], "imgutils.data.decode": [[6, 1, 1, "", "rgb_decode"]], "imgutils.data.encode": [[7, 1, 1, "", "rgb_encode"]], "imgutils.data.image": [[8, 1, 1, "", "has_alpha_channel"], [8, 1, 1, "", "load_image"], [8, 1, 1, "", "load_images"]], "imgutils.data.layer": [[10, 1, 1, "", "istack"]], "imgutils.data.pad": [[11, 1, 1, "", "pad_image_to_size"]], "imgutils.data.url": [[12, 1, 1, "", "download_image_from_url"], [12, 1, 1, "", "is_http_url"]], "imgutils.detect": [[13, 0, 0, "-", "booru_yolo"], [14, 0, 0, "-", "censor"], [15, 0, 0, "-", "eye"], [16, 0, 0, "-", "face"], [17, 0, 0, "-", "halfbody"], [18, 0, 0, "-", "hand"], [19, 0, 0, "-", "head"], [21, 0, 0, "-", "nudenet"], [22, 0, 0, "-", "person"], [23, 0, 0, "-", "similarity"], [24, 0, 0, "-", "text"], [25, 0, 0, "-", "visual"]], "imgutils.detect.booru_yolo": [[13, 1, 1, "", "detect_with_booru_yolo"]], "imgutils.detect.censor": [[14, 1, 1, "", "detect_censors"]], "imgutils.detect.eye": [[15, 1, 1, "", "detect_eyes"]], "imgutils.detect.face": [[16, 1, 1, "", "detect_faces"]], "imgutils.detect.halfbody": [[17, 1, 1, "", "detect_halfbody"]], "imgutils.detect.hand": [[18, 1, 1, "", "detect_hands"]], "imgutils.detect.head": [[19, 1, 1, "", "detect_heads"]], "imgutils.detect.nudenet": [[21, 1, 1, "", "detect_with_nudenet"]], "imgutils.detect.person": [[22, 1, 1, "", "detect_person"]], "imgutils.detect.similarity": [[23, 1, 1, "", "bboxes_similarity"], [23, 1, 1, "", "calculate_iou"], [23, 1, 1, "", "detection_similarity"]], "imgutils.detect.text": [[24, 1, 1, "", "detect_text"]], "imgutils.detect.visual": [[25, 1, 1, "", "detection_visualize"]], "imgutils.edge": [[26, 0, 0, "-", "canny"], [28, 0, 0, "-", "lineart"], [29, 0, 0, "-", "lineart_anime"]], "imgutils.edge.canny": [[26, 1, 1, "", "edge_image_with_canny"], [26, 1, 1, "", "get_edge_by_canny"]], "imgutils.edge.lineart": [[28, 1, 1, "", "edge_image_with_lineart"], [28, 1, 1, "", "get_edge_by_lineart"]], "imgutils.edge.lineart_anime": [[29, 1, 1, "", "edge_image_with_lineart_anime"], [29, 1, 1, "", "get_edge_by_lineart_anime"]], "imgutils.generic": [[30, 0, 0, "-", "classify"], [31, 0, 0, "-", "clip"], [32, 0, 0, "-", "enhance"], [34, 0, 0, "-", "siglip"], [35, 0, 0, "-", "yolo"]], "imgutils.generic.classify": [[30, 3, 1, "", "ClassifyModel"], [30, 1, 1, "", "classify_predict"], [30, 1, 1, "", "classify_predict_fmt"], [30, 1, 1, "", "classify_predict_score"]], "imgutils.generic.classify.ClassifyModel": [[30, 4, 1, "", "__init__"], [30, 4, 1, "", "clear"], [30, 4, 1, "", "launch_demo"], [30, 4, 1, "", "make_ui"], [30, 4, 1, "", "predict"], [30, 4, 1, "", "predict_fmt"], [30, 4, 1, "", "predict_score"]], "imgutils.generic.clip": [[31, 3, 1, "", "CLIPModel"], [31, 1, 1, "", "clip_image_encode"], [31, 1, 1, "", "clip_predict"], [31, 1, 1, "", "clip_text_encode"]], "imgutils.generic.clip.CLIPModel": [[31, 4, 1, "", "__init__"], [31, 4, 1, "", "clear"], [31, 4, 1, "", "image_encode"], [31, 4, 1, "", "launch_demo"], [31, 4, 1, "", "make_ui"], [31, 4, 1, "", "predict"], [31, 4, 1, "", "text_encode"]], "imgutils.generic.enhance": [[32, 3, 1, "", "ImageEnhancer"]], "imgutils.generic.enhance.ImageEnhancer": [[32, 4, 1, "", "__init__"], [32, 4, 1, "", "process"]], "imgutils.generic.siglip": [[34, 3, 1, "", "SigLIPModel"], [34, 1, 1, "", "siglip_image_encode"], [34, 1, 1, "", "siglip_predict"], [34, 1, 1, "", "siglip_text_encode"]], "imgutils.generic.siglip.SigLIPModel": [[34, 4, 1, "", "__init__"], [34, 4, 1, "", "clear"], [34, 4, 1, "", "image_encode"], [34, 4, 1, "", "launch_demo"], [34, 4, 1, "", "make_ui"], [34, 4, 1, "", "predict"], [34, 4, 1, "", "text_encode"]], "imgutils.generic.yolo": [[35, 3, 1, "", "YOLOModel"], [35, 1, 1, "", "yolo_predict"]], "imgutils.generic.yolo.YOLOModel": [[35, 4, 1, "", "__init__"], [35, 4, 1, "", "clear"], [35, 4, 1, "", "launch_demo"], [35, 4, 1, "", "make_ui"], [35, 4, 1, "", "predict"]], "imgutils.metadata": [[36, 0, 0, "-", "geninfo"], [38, 0, 0, "-", "lsb"]], "imgutils.metadata.geninfo": [[36, 1, 1, "", "read_geninfo_exif"], [36, 1, 1, "", "read_geninfo_gif"], [36, 1, 1, "", "read_geninfo_parameters"], [36, 1, 1, "", "write_geninfo_exif"], [36, 1, 1, "", "write_geninfo_gif"], [36, 1, 1, "", "write_geninfo_parameters"]], "imgutils.metadata.lsb": [[38, 3, 1, "", "ImageLsbDataExtractor"], [38, 3, 1, "", "LSBExtractor"], [38, 3, 1, "", "LSBReadError"], [38, 1, 1, "", "inject_data"], [38, 1, 1, "", "read_lsb_metadata"], [38, 1, 1, "", "read_lsb_raw_bytes"], [38, 1, 1, "", "serialize_json"], [38, 1, 1, "", "serialize_pnginfo"], [38, 1, 1, "", "write_lsb_metadata"], [38, 1, 1, "", "write_lsb_raw_bytes"]], "imgutils.metadata.lsb.ImageLsbDataExtractor": [[38, 4, 1, "", "__init__"], [38, 4, 1, "", "extract_data"]], "imgutils.metadata.lsb.LSBExtractor": [[38, 4, 1, "", "__init__"], [38, 4, 1, "", "get_next_n_bytes"], [38, 4, 1, "", "get_one_byte"], [38, 4, 1, "", "read_32bit_integer"]], "imgutils.metrics": [[39, 0, 0, "-", "aesthetic"], [40, 0, 0, "-", "ccip"], [41, 0, 0, "-", "dbaesthetic"], [43, 0, 0, "-", "laplacian"], [44, 0, 0, "-", "lpips"], [45, 0, 0, "-", "psnr_"]], "imgutils.metrics.aesthetic": [[39, 1, 1, "", "get_aesthetic_score"]], "imgutils.metrics.ccip": [[40, 1, 1, "", "ccip_batch_differences"], [40, 1, 1, "", "ccip_batch_extract_features"], [40, 1, 1, "", "ccip_batch_same"], [40, 1, 1, "", "ccip_clustering"], [40, 1, 1, "", "ccip_default_clustering_params"], [40, 1, 1, "", "ccip_default_threshold"], [40, 1, 1, "", "ccip_difference"], [40, 1, 1, "", "ccip_extract_feature"], [40, 1, 1, "", "ccip_merge"], [40, 1, 1, "", "ccip_same"]], "imgutils.metrics.dbaesthetic": [[41, 1, 1, "", "anime_dbaesthetic"]], "imgutils.metrics.laplacian": [[43, 1, 1, "", "laplacian_score"]], "imgutils.metrics.lpips": [[44, 1, 1, "", "lpips_clustering"], [44, 1, 1, "", "lpips_difference"], [44, 1, 1, "", "lpips_extract_feature"]], "imgutils.metrics.psnr_": [[45, 1, 1, "", "psnr"]], "imgutils.ocr": [[46, 1, 1, "", "detect_text_with_ocr"], [46, 1, 1, "", "list_det_models"], [46, 1, 1, "", "list_rec_models"], [46, 1, 1, "", "ocr"]], "imgutils.operate": [[47, 0, 0, "-", "align"], [48, 0, 0, "-", "censor_"], [49, 0, 0, "-", "imgcensor"], [51, 0, 0, "-", "squeeze"]], "imgutils.operate.align": [[47, 1, 1, "", "align_maxsize"]], "imgutils.operate.censor_": [[48, 3, 1, "", "BaseCensor"], [48, 3, 1, "", "BlurCensor"], [48, 3, 1, "", "ColorCensor"], [48, 3, 1, "", "PixelateCensor"], [48, 1, 1, "", "censor_areas"], [48, 1, 1, "", "censor_nsfw"], [48, 1, 1, "", "register_censor_method"]], "imgutils.operate.censor_.BaseCensor": [[48, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.BlurCensor": [[48, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.ColorCensor": [[48, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.PixelateCensor": [[48, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor": [[49, 3, 1, "", "EmojiBasedCensor"], [49, 3, 1, "", "ImageBasedCensor"], [49, 3, 1, "", "SingleImage"]], "imgutils.operate.imgcensor.EmojiBasedCensor": [[49, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor.ImageBasedCensor": [[49, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor.SingleImage": [[49, 4, 1, "", "__init__"], [49, 4, 1, "", "find_for_area"], [49, 5, 1, "", "height"], [49, 5, 1, "", "width"]], "imgutils.operate.squeeze": [[51, 1, 1, "", "squeeze"], [51, 1, 1, "", "squeeze_with_transparency"]], "imgutils.pose": [[52, 0, 0, "-", "dwpose"], [53, 0, 0, "-", "format"], [55, 0, 0, "-", "visual"]], "imgutils.pose.dwpose": [[52, 1, 1, "", "dwpose_estimate"]], "imgutils.pose.format": [[53, 3, 1, "", "OP18KeyPointSet"], [53, 2, 1, "", "OP18_BODY_MAX"], [53, 2, 1, "", "OP18_BODY_MIN"], [53, 2, 1, "", "OP18_FACE_MAX"], [53, 2, 1, "", "OP18_FACE_MIN"], [53, 2, 1, "", "OP18_LEFT_FOOT_MAX"], [53, 2, 1, "", "OP18_LEFT_FOOT_MIN"], [53, 2, 1, "", "OP18_LEFT_HAND_MAX"], [53, 2, 1, "", "OP18_LEFT_HAND_MIN"], [53, 2, 1, "", "OP18_RIGHT_FOOT_MAX"], [53, 2, 1, "", "OP18_RIGHT_FOOT_MIN"], [53, 2, 1, "", "OP18_RIGHT_HAND_MAX"], [53, 2, 1, "", "OP18_RIGHT_HAND_MIN"], [53, 6, 1, "", "OpenPose18"]], "imgutils.pose.format.OP18KeyPointSet": [[53, 4, 1, "", "__init__"], [53, 4, 1, "", "__mul__"], [53, 4, 1, "", "__truediv__"], [53, 5, 1, "", "body"], [53, 5, 1, "", "face"], [53, 5, 1, "", "left_foot"], [53, 5, 1, "", "left_hand"], [53, 5, 1, "", "right_foot"], [53, 5, 1, "", "right_hand"]], "imgutils.pose.format.OpenPose18": [[53, 7, 1, "", "LEFT_ANKLE"], [53, 7, 1, "", "LEFT_BIG_TOE"], [53, 7, 1, "", "LEFT_EAR"], [53, 7, 1, "", "LEFT_ELBOW"], [53, 7, 1, "", "LEFT_EYE"], [53, 7, 1, "", "LEFT_HEEL"], [53, 7, 1, "", "LEFT_HIP"], [53, 7, 1, "", "LEFT_KNEE"], [53, 7, 1, "", "LEFT_SHOULDER"], [53, 7, 1, "", "LEFT_SMALL_TOE"], [53, 7, 1, "", "LEFT_WRIST"], [53, 7, 1, "", "NECK"], [53, 7, 1, "", "NOSE"], [53, 7, 1, "", "RIGHT_ANKLE"], [53, 7, 1, "", "RIGHT_BIG_TOE"], [53, 7, 1, "", "RIGHT_EAR"], [53, 7, 1, "", "RIGHT_ELBOW"], [53, 7, 1, "", "RIGHT_EYE"], [53, 7, 1, "", "RIGHT_HEEL"], [53, 7, 1, "", "RIGHT_HIP"], [53, 7, 1, "", "RIGHT_KNEE"], [53, 7, 1, "", "RIGHT_SHOULDER"], [53, 7, 1, "", "RIGHT_SMALL_TOE"], [53, 7, 1, "", "RIGHT_WRIST"]], "imgutils.pose.visual": [[55, 1, 1, "", "op18_visualize"]], "imgutils.preprocess": [[56, 0, 0, "-", "base"], [58, 0, 0, "-", "pillow"], [59, 0, 0, "-", "torchvision"], [60, 0, 0, "-", "transformers"]], "imgutils.preprocess.base": [[56, 3, 1, "", "NotParseTarget"]], "imgutils.preprocess.pillow": [[58, 1, 1, "", "create_pillow_transforms"], [58, 1, 1, "", "parse_pillow_transforms"], [58, 1, 1, "", "register_pillow_parse"], [58, 1, 1, "", "register_pillow_transform"]], "imgutils.preprocess.torchvision": [[59, 1, 1, "", "create_torchvision_transforms"], [59, 1, 1, "", "parse_torchvision_transforms"], [59, 1, 1, "", "register_torchvision_parse"], [59, 1, 1, "", "register_torchvision_transform"]], "imgutils.preprocess.transformers": [[60, 3, 1, "", "NotProcessorTypeError"], [60, 1, 1, "", "convert_to_size_dict"], [60, 1, 1, "", "create_bit_transforms"], [60, 1, 1, "", "create_blip_transforms"], [60, 1, 1, "", "create_clip_transforms"], [60, 1, 1, "", "create_convnext_transforms"], [60, 1, 1, "", "create_mobilenetv2_transforms"], [60, 1, 1, "", "create_siglip_transforms"], [60, 1, 1, "", "create_transforms_from_bit_processor"], [60, 1, 1, "", "create_transforms_from_blip_processor"], [60, 1, 1, "", "create_transforms_from_clip_processor"], [60, 1, 1, "", "create_transforms_from_convnext_processor"], [60, 1, 1, "", "create_transforms_from_mobilenetv2_processor"], [60, 1, 1, "", "create_transforms_from_siglip_processor"], [60, 1, 1, "", "create_transforms_from_transformers"], [60, 1, 1, "", "create_transforms_from_vit_processor"], [60, 1, 1, "", "create_vit_transforms"], [60, 1, 1, "", "get_size_dict"], [60, 1, 1, "", "is_valid_size_dict"], [60, 1, 1, "", "register_creators_for_transformers"]], "imgutils.resource": [[61, 0, 0, "-", "background"]], "imgutils.resource.background": [[61, 3, 1, "", "BackgroundImageSet"], [61, 1, 1, "", "get_bg_image"], [61, 1, 1, "", "get_bg_image_file"], [61, 1, 1, "", "list_bg_image_files"], [61, 1, 1, "", "random_bg_image"], [61, 1, 1, "", "random_bg_image_file"]], "imgutils.resource.background.BackgroundImageSet": [[61, 4, 1, "", "__init__"], [61, 4, 1, "", "get_image"], [61, 4, 1, "", "get_image_file"], [61, 4, 1, "", "list_image_files"], [61, 4, 1, "", "random_image"], [61, 4, 1, "", "random_image_file"]], "imgutils.restore": [[63, 0, 0, "-", "adversarial"], [65, 0, 0, "-", "nafnet"], [66, 0, 0, "-", "scunet"]], "imgutils.restore.adversarial": [[63, 1, 1, "", "remove_adversarial_noise"]], "imgutils.restore.nafnet": [[65, 1, 1, "", "restore_with_nafnet"]], "imgutils.restore.scunet": [[66, 1, 1, "", "restore_with_scunet"]], "imgutils.sd": [[68, 0, 0, "-", "metadata"], [69, 0, 0, "-", "model"], [70, 0, 0, "-", "nai"]], "imgutils.sd.metadata": [[68, 3, 1, "", "SDMetaData"], [68, 1, 1, "", "get_sdmeta_from_image"], [68, 1, 1, "", "parse_sdmeta_from_text"], [68, 1, 1, "", "save_image_with_sdmeta"]], "imgutils.sd.metadata.SDMetaData": [[68, 4, 1, "", "__str__"], [68, 5, 1, "", "pnginfo"], [68, 5, 1, "", "text"]], "imgutils.sd.model": [[69, 1, 1, "", "read_metadata"], [69, 1, 1, "", "save_with_metadata"]], "imgutils.sd.nai": [[70, 3, 1, "", "NAIMetaData"], [70, 3, 1, "", "NAIMetadata"], [70, 1, 1, "", "add_naimeta_to_image"], [70, 1, 1, "", "get_naimeta_from_image"], [70, 1, 1, "", "save_image_with_naimeta"]], "imgutils.sd.nai.NAIMetaData": [[70, 4, 1, "", "__init__"], [70, 5, 1, "", "pnginfo"]], "imgutils.segment": [[72, 0, 0, "-", "isnetis"]], "imgutils.segment.isnetis": [[72, 1, 1, "", "get_isnetis_mask"], [72, 1, 1, "", "segment_rgba_with_isnetis"], [72, 1, 1, "", "segment_with_isnetis"]], "imgutils.tagging": [[73, 0, 0, "-", "blacklist"], [74, 0, 0, "-", "character"], [75, 0, 0, "-", "deepdanbooru"], [76, 0, 0, "-", "deepgelbooru"], [77, 0, 0, "-", "format"], [79, 0, 0, "-", "match"], [80, 0, 0, "-", "mldanbooru"], [81, 0, 0, "-", "order"], [82, 0, 0, "-", "overlap"], [83, 0, 0, "-", "wd14"]], "imgutils.tagging.blacklist": [[73, 1, 1, "", "drop_blacklisted_tags"], [73, 1, 1, "", "is_blacklisted"]], "imgutils.tagging.character": [[74, 2, 1, "", "CHAR_PREFIXES"], [74, 2, 1, "", "CHAR_SUFFIXES"], [74, 2, 1, "", "CHAR_WHITELIST_PREFIX"], [74, 2, 1, "", "CHAR_WHITELIST_SUFFIX"], [74, 2, 1, "", "CHAR_WHITELIST_WORD"], [74, 3, 1, "", "CharacterTagPool"], [74, 1, 1, "", "drop_basic_character_tags"], [74, 1, 1, "", "is_basic_character_tag"]], "imgutils.tagging.character.CharacterTagPool": [[74, 4, 1, "", "__init__"], [74, 4, 1, "", "drop_basic_character_tags"], [74, 4, 1, "", "is_basic_character_tag"]], "imgutils.tagging.deepdanbooru": [[75, 1, 1, "", "get_deepdanbooru_tags"]], "imgutils.tagging.deepgelbooru": [[76, 1, 1, "", "get_deepgelbooru_tags"]], "imgutils.tagging.format": [[77, 1, 1, "", "add_underline"], [77, 1, 1, "", "remove_underline"], [77, 1, 1, "", "tags_to_text"]], "imgutils.tagging.match": [[79, 1, 1, "", "tag_match_full"], [79, 1, 1, "", "tag_match_prefix"], [79, 1, 1, "", "tag_match_suffix"]], "imgutils.tagging.mldanbooru": [[80, 1, 1, "", "get_mldanbooru_tags"]], "imgutils.tagging.order": [[81, 1, 1, "", "sort_tags"]], "imgutils.tagging.overlap": [[82, 1, 1, "", "drop_overlap_tags"]], "imgutils.tagging.wd14": [[83, 1, 1, "", "convert_wd14_emb_to_prediction"], [83, 1, 1, "", "denormalize_wd14_emb"], [83, 1, 1, "", "get_wd14_tags"]], "imgutils.upscale": [[84, 0, 0, "-", "cdc"]], "imgutils.upscale.cdc": [[84, 1, 1, "", "upscale_with_cdc"]], "imgutils.utils": [[86, 0, 0, "-", "cache"], [87, 0, 0, "-", "func"], [89, 0, 0, "-", "onnxruntime"]], "imgutils.utils.cache": [[86, 1, 1, "", "ts_lru_cache"]], "imgutils.utils.func": [[87, 1, 1, "", "sigmoid"]], "imgutils.utils.onnxruntime": [[89, 1, 1, "", "get_onnx_provider"], [89, 1, 1, "", "open_onnx_model"]], "imgutils.validate": [[90, 0, 0, "-", "aicheck"], [91, 0, 0, "-", "bangumi_char"], [92, 0, 0, "-", "classify"], [93, 0, 0, "-", "color"], [94, 0, 0, "-", "completeness"], [95, 0, 0, "-", "dbrating"], [96, 0, 0, "-", "furry"], [98, 0, 0, "-", "monochrome"], [99, 0, 0, "-", "nsfw"], [100, 0, 0, "-", "portrait"], [101, 0, 0, "-", "rating"], [102, 0, 0, "-", "real"], [103, 0, 0, "-", "safe"], [104, 0, 0, "-", "style_age"], [105, 0, 0, "-", "teen"], [106, 0, 0, "-", "truncate"]], "imgutils.validate.aicheck": [[90, 1, 1, "", "get_ai_created_score"], [90, 1, 1, "", "is_ai_created"]], "imgutils.validate.bangumi_char": [[91, 1, 1, "", "anime_bangumi_char"], [91, 1, 1, "", "anime_bangumi_char_score"]], "imgutils.validate.classify": [[92, 1, 1, "", "anime_classify"], [92, 1, 1, "", "anime_classify_score"]], "imgutils.validate.color": [[93, 1, 1, "", "is_greyscale"]], "imgutils.validate.completeness": [[94, 1, 1, "", "anime_completeness"], [94, 1, 1, "", "anime_completeness_score"]], "imgutils.validate.dbrating": [[95, 1, 1, "", "anime_dbrating"], [95, 1, 1, "", "anime_dbrating_score"]], "imgutils.validate.furry": [[96, 1, 1, "", "anime_furry"], [96, 1, 1, "", "anime_furry_score"]], "imgutils.validate.monochrome": [[98, 1, 1, "", "get_monochrome_score"], [98, 1, 1, "", "is_monochrome"]], "imgutils.validate.nsfw": [[99, 1, 1, "", "nsfw_pred"], [99, 1, 1, "", "nsfw_pred_score"]], "imgutils.validate.portrait": [[100, 1, 1, "", "anime_portrait"], [100, 1, 1, "", "anime_portrait_score"]], "imgutils.validate.rating": [[101, 1, 1, "", "anime_rating"], [101, 1, 1, "", "anime_rating_score"]], "imgutils.validate.real": [[102, 1, 1, "", "anime_real"], [102, 1, 1, "", "anime_real_score"]], "imgutils.validate.safe": [[103, 1, 1, "", "safe_check"], [103, 1, 1, "", "safe_check_score"]], "imgutils.validate.style_age": [[104, 1, 1, "", "anime_style_age"], [104, 1, 1, "", "anime_style_age_score"]], "imgutils.validate.teen": [[105, 1, 1, "", "anime_teen"], [105, 1, 1, "", "anime_teen_score"]], "imgutils.validate.truncate": [[106, 1, 1, "", "is_truncated_file"]]}, "objtypes": {"0": "py:module", "1": "py:function", "2": "py:data", "3": "py:class", "4": "py:method", "5": "py:property", "6": "py:enum", "7": "py:attribute"}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "function", "Python function"], "2": ["py", "data", "Python data"], "3": ["py", "class", "Python class"], "4": ["py", "method", "Python method"], "5": ["py", "property", "Python property"], "6": ["py", "enum", "Python enum"], "7": ["py", "attribute", "Python attribute"]}, "titleterms": {"imgutil": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107], "ascii": [0, 1], "draw": 0, "ascii_draw": 0, "config": [2, 3], "meta": 3, "__title__": 3, "__version__": 3, "__description__": 3, "__author__": 3, "__author_email__": 3, "data": [4, 5, 6, 7, 8, 9, 10, 11, 12], "background": [4, 61], "grid_background": 4, "grid_transpar": 4, "blob": 5, "to_blob_url": 5, "load_image_from_blob_url": 5, "is_valid_image_blob_url": 5, "decod": 6, "rgb_decod": 6, "encod": 7, "rgb_encod": 7, "imag": 8, "load_imag": 8, "has_alpha_channel": 8, "layer": 10, "istack": 10, "pad": 11, "pad_image_to_s": 11, "url": 12, "download_image_from_url": 12, "is_http_url": 12, "detect": [13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25], "booru_yolo": 13, "model": [13, 69], "label": 13, "descript": 13, "avail": 13, "pp": 13, "seri": 13, "AS": 13, "aa": 13, "detect_with_booru_yolo": 13, "censor": 14, "detect_censor": 14, "ey": 15, "detect_ey": 15, "face": 16, "detect_fac": 16, "halfbodi": 17, "detect_halfbodi": 17, "hand": 18, "detect_hand": 18, "head": 19, "detect_head": 19, "nudenet": 21, "detect_with_nudenet": 21, "person": 22, "detect_person": 22, "similar": 23, "calculate_i": 23, "bboxes_similar": 23, "detection_similar": 23, "text": 24, "detect_text": 24, "visual": [25, 55], "detection_visu": 25, "edg": [26, 27, 28, 29], "canni": 26, "get_edge_by_canni": 26, "edge_image_with_canni": 26, "lineart": 28, "get_edge_by_lineart": 28, "edge_image_with_lineart": 28, "lineart_anim": 29, "get_edge_by_lineart_anim": 29, "edge_image_with_lineart_anim": 29, "gener": [30, 31, 32, 33, 34, 35], "classifi": [30, 92], "classifymodel": 30, "classify_predict_scor": 30, "classify_predict": 30, "classify_predict_fmt": 30, "clip": 31, "clipmodel": 31, "clip_image_encod": 31, "clip_text_encod": 31, "clip_predict": 31, "enhanc": 32, "imageenhanc": 32, "siglip": 34, "siglipmodel": 34, "siglip_image_encod": 34, "siglip_text_encod": 34, "siglip_predict": 34, "yolo": 35, "yolomodel": 35, "yolo_predict": 35, "metadata": [36, 37, 38, 68], "geninfo": 36, "read_geninfo_paramet": 36, "read_geninfo_exif": 36, "read_geninfo_gif": 36, "write_geninfo_paramet": 36, "write_geninfo_exif": 36, "write_geninfo_gif": 36, "lsb": 38, "read_lsb_raw_byt": 38, "read_lsb_metadata": 38, "write_lsb_raw_byt": 38, "write_lsb_metadata": 38, "lsbreaderror": 38, "lsbextractor": 38, "imagelsbdataextractor": 38, "serialize_pnginfo": 38, "serialize_json": 38, "inject_data": 38, "metric": [39, 40, 41, 42, 43, 44, 45], "aesthet": 39, "get_aesthetic_scor": 39, "ccip": 40, "ccip_extract_featur": 40, "ccip_batch_extract_featur": 40, "ccip_default_threshold": 40, "ccip_differ": 40, "ccip_sam": 40, "ccip_batch_differ": 40, "ccip_batch_sam": 40, "ccip_default_clustering_param": 40, "ccip_clust": 40, "ccip_merg": 40, "dbaesthet": 41, "anime_dbaesthet": 41, "laplacian": 43, "laplacian_scor": 43, "lpip": 44, "lpips_extract_featur": 44, "lpips_differ": 44, "lpips_clust": 44, "psnr_": 45, "psnr": 45, "ocr": 46, "detect_text_with_ocr": 46, "list_det_model": 46, "list_rec_model": 46, "oper": [47, 48, 49, 50, 51], "align": 47, "align_maxs": 47, "censor_": 48, "censor_area": 48, "censor_nsfw": 48, "basecensor": 48, "colorcensor": 48, "blurcensor": 48, "pixelatecensor": 48, "register_censor_method": 48, "imgcensor": 49, "imagebasedcensor": 49, "emojibasedcensor": 49, "singleimag": 49, "squeez": 51, "squeeze_with_transpar": 51, "pose": [52, 53, 54, 55], "dwpose": 52, "dwpose_estim": 52, "format": [53, 77], "op18keypointset": 53, "openpose18": 53, "op18_body_max": 53, "op18_body_min": 53, "op18_face_max": 53, "op18_face_min": 53, "op18_left_foot_max": 53, "op18_left_foot_min": 53, "op18_left_hand_max": 53, "op18_left_hand_min": 53, "op18_right_foot_max": 53, "op18_right_foot_min": 53, "op18_right_hand_max": 53, "op18_right_hand_min": 53, "op18_visu": 55, "preprocess": [56, 57, 58, 59, 60], "base": 56, "notparsetarget": 56, "pillow": 58, "register_pillow_transform": 58, "register_pillow_pars": 58, "create_pillow_transform": 58, "parse_pillow_transform": 58, "torchvis": 59, "register_torchvision_transform": 59, "register_torchvision_pars": 59, "create_torchvision_transform": 59, "parse_torchvision_transform": 59, "transform": 60, "register_creators_for_transform": 60, "notprocessortypeerror": 60, "create_transforms_from_transform": 60, "is_valid_size_dict": 60, "convert_to_size_dict": 60, "get_size_dict": 60, "create_clip_transform": 60, "create_transforms_from_clip_processor": 60, "create_convnext_transform": 60, "create_transforms_from_convnext_processor": 60, "create_vit_transform": 60, "create_transforms_from_vit_processor": 60, "create_siglip_transform": 60, "create_transforms_from_siglip_processor": 60, "create_bit_transform": 60, "create_transforms_from_bit_processor": 60, "create_blip_transform": 60, "create_transforms_from_blip_processor": 60, "create_mobilenetv2_transform": 60, "create_transforms_from_mobilenetv2_processor": 60, "resourc": [61, 62], "backgroundimageset": 61, "list_bg_image_fil": 61, "get_bg_image_fil": 61, "get_bg_imag": 61, "random_bg_image_fil": 61, "random_bg_imag": 61, "restor": [63, 64, 65, 66], "adversari": 63, "remove_adversarial_nois": 63, "nafnet": 65, "restore_with_nafnet": 65, "scunet": 66, "restore_with_scunet": 66, "sd": [67, 68, 69, 70], "sdmetadata": 68, "parse_sdmeta_from_text": 68, "get_sdmeta_from_imag": 68, "save_image_with_sdmeta": 68, "read_metadata": 69, "save_with_metadata": 69, "nai": 70, "naimetadata": 70, "get_naimeta_from_imag": 70, "add_naimeta_to_imag": 70, "save_image_with_naimeta": 70, "segment": [71, 72], "isneti": 72, "get_isnetis_mask": 72, "segment_with_isneti": 72, "segment_rgba_with_isneti": 72, "tag": [73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83], "blacklist": 73, "is_blacklist": 73, "drop_blacklisted_tag": 73, "charact": 74, "char_whitelist_suffix": 74, "char_whitelist_prefix": 74, "char_whitelist_word": 74, "char_suffix": 74, "char_prefix": 74, "charactertagpool": 74, "is_basic_character_tag": 74, "drop_basic_character_tag": 74, "deepdanbooru": 75, "get_deepdanbooru_tag": 75, "deepgelbooru": 76, "get_deepgelbooru_tag": 76, "add_underlin": 77, "remove_underlin": 77, "tags_to_text": 77, "match": 79, "tag_match_suffix": 79, "tag_match_prefix": 79, "tag_match_ful": 79, "mldanbooru": 80, "get_mldanbooru_tag": 80, "order": 81, "sort_tag": 81, "overlap": 82, "drop_overlap_tag": 82, "wd14": 83, "get_wd14_tag": 83, "convert_wd14_emb_to_predict": 83, "denormalize_wd14_emb": 83, "upscal": [84, 85], "cdc": 84, "upscale_with_cdc": 84, "util": [86, 87, 88, 89], "cach": 86, "ts_lru_cach": 86, "func": 87, "sigmoid": 87, "onnxruntim": 89, "get_onnx_provid": 89, "open_onnx_model": 89, "valid": [90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106], "aicheck": 90, "get_ai_created_scor": 90, "is_ai_cr": 90, "bangumi_char": 91, "anime_bangumi_char_scor": 91, "anime_bangumi_char": 91, "anime_classify_scor": 92, "anime_classifi": 92, "color": 93, "is_greyscal": 93, "complet": 94, "anime_completeness_scor": 94, "anime_complet": 94, "dbrate": 95, "anime_dbrating_scor": 95, "anime_dbr": 95, "furri": 96, "anime_furry_scor": 96, "anime_furri": 96, "monochrom": 98, "get_monochrome_scor": 98, "is_monochrom": 98, "nsfw": 99, "nsfw_pred_scor": 99, "nsfw_pred": 99, "portrait": 100, "anime_portrait_scor": 100, "anime_portrait": 100, "rate": 101, "anime_rating_scor": 101, "anime_r": [101, 102], "real": 102, "anime_real_scor": 102, "safe": 103, "safe_check_scor": 103, "safe_check": 103, "style_ag": 104, "anime_style_age_scor": 104, "anime_style_ag": 104, "teen": 105, "anime_teen_scor": 105, "anime_teen": 105, "truncat": 106, "is_truncated_fil": 106, "welcom": 107, "": 107, "document": 107, "overview": 107, "tutori": 107, "inform": [107, 108, 109], "api": 107, "run": [108, 109], "environ": [108, 109], "instal": 110, "quick": 111, "start": 111}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.viewcode": 1, "sphinx.ext.todo": 2, "nbsphinx": 4, "sphinx": 58}, "alltitles": {"imgutils.ascii.drawing": [[0, "module-imgutils.ascii.drawing"]], "ascii_drawing": [[0, "ascii-drawing"]], "imgutils.ascii": [[1, "module-imgutils.ascii"]], "imgutils.config": [[2, "module-imgutils.config"]], "imgutils.config.meta": [[3, "module-imgutils.config.meta"]], "__TITLE__": [[3, "title"]], "__VERSION__": [[3, "version"]], "__DESCRIPTION__": [[3, "description"]], "__AUTHOR__": [[3, "author"]], "__AUTHOR_EMAIL__": [[3, "author-email"]], "imgutils.data.background": [[4, "module-imgutils.data.background"]], "grid_background": [[4, "grid-background"]], "grid_transparent": [[4, "grid-transparent"]], "imgutils.data.blob": [[5, "module-imgutils.data.blob"]], "to_blob_url": [[5, "to-blob-url"]], "load_image_from_blob_url": [[5, "load-image-from-blob-url"]], "is_valid_image_blob_url": [[5, "is-valid-image-blob-url"]], "imgutils.data.decode": [[6, "module-imgutils.data.decode"]], "rgb_decode": [[6, "rgb-decode"]], "imgutils.data.encode": [[7, "module-imgutils.data.encode"]], "rgb_encode": [[7, "rgb-encode"]], "imgutils.data.image": [[8, "module-imgutils.data.image"]], "load_image": [[8, "load-image"]], "load_images": [[8, "load-images"]], "has_alpha_channel": [[8, "has-alpha-channel"]], "imgutils.data": [[9, "module-imgutils.data"]], "imgutils.data.layer": [[10, "module-imgutils.data.layer"]], "istack": [[10, "istack"]], "imgutils.data.pad": [[11, "module-imgutils.data.pad"]], "pad_image_to_size": [[11, "pad-image-to-size"]], "imgutils.data.url": [[12, "module-imgutils.data.url"]], "download_image_from_url": [[12, "download-image-from-url"]], "is_http_url": [[12, "is-http-url"]], "imgutils.detect.booru_yolo": [[13, "module-imgutils.detect.booru_yolo"]], "Model Labels and Descriptions": [[13, "id1"]], "Available Models (PP Series)": [[13, "id2"]], "Available Models (AS Series)": [[13, "id3"]], "Available Models (AA Series)": [[13, "id4"]], "detect_with_booru_yolo": [[13, "detect-with-booru-yolo"]], "imgutils.detect.censor": [[14, "module-imgutils.detect.censor"]], "detect_censors": [[14, "detect-censors"]], "imgutils.detect.eye": [[15, "module-imgutils.detect.eye"]], "detect_eyes": [[15, "detect-eyes"]], "imgutils.detect.face": [[16, "module-imgutils.detect.face"]], "detect_faces": [[16, "detect-faces"]], "imgutils.detect.halfbody": [[17, "module-imgutils.detect.halfbody"]], "detect_halfbody": [[17, "detect-halfbody"]], "imgutils.detect.hand": [[18, "module-imgutils.detect.hand"]], "detect_hands": [[18, "detect-hands"]], "imgutils.detect.head": [[19, "module-imgutils.detect.head"]], "detect_heads": [[19, "detect-heads"]], "imgutils.detect": [[20, "module-imgutils.detect"]], "imgutils.detect.nudenet": [[21, "module-imgutils.detect.nudenet"]], "detect_with_nudenet": [[21, "detect-with-nudenet"]], "imgutils.detect.person": [[22, "module-imgutils.detect.person"]], "detect_person": [[22, "detect-person"]], "imgutils.detect.similarity": [[23, "module-imgutils.detect.similarity"]], "calculate_iou": [[23, "calculate-iou"]], "bboxes_similarity": [[23, "bboxes-similarity"]], "detection_similarity": [[23, "detection-similarity"]], "imgutils.detect.text": [[24, "module-imgutils.detect.text"]], "detect_text": [[24, "detect-text"]], "imgutils.detect.visual": [[25, "module-imgutils.detect.visual"]], "detection_visualize": [[25, "detection-visualize"]], "imgutils.edge.canny": [[26, "module-imgutils.edge.canny"]], "get_edge_by_canny": [[26, "get-edge-by-canny"]], "edge_image_with_canny": [[26, "edge-image-with-canny"]], "imgutils.edge": [[27, "module-imgutils.edge"]], "imgutils.edge.lineart": [[28, "module-imgutils.edge.lineart"]], "get_edge_by_lineart": [[28, "get-edge-by-lineart"]], "edge_image_with_lineart": [[28, "edge-image-with-lineart"]], "imgutils.edge.lineart_anime": [[29, "module-imgutils.edge.lineart_anime"]], "get_edge_by_lineart_anime": [[29, "get-edge-by-lineart-anime"]], "edge_image_with_lineart_anime": [[29, "edge-image-with-lineart-anime"]], "imgutils.generic.classify": [[30, "module-imgutils.generic.classify"]], "ClassifyModel": [[30, "classifymodel"]], "classify_predict_score": [[30, "classify-predict-score"]], "classify_predict": [[30, "classify-predict"]], "classify_predict_fmt": [[30, "classify-predict-fmt"]], "imgutils.generic.clip": [[31, "module-imgutils.generic.clip"]], "CLIPModel": [[31, "clipmodel"]], "clip_image_encode": [[31, "clip-image-encode"]], "clip_text_encode": [[31, "clip-text-encode"]], "clip_predict": [[31, "clip-predict"]], "imgutils.generic.enhance": [[32, "module-imgutils.generic.enhance"]], "ImageEnhancer": [[32, "imageenhancer"]], "imgutils.generic": [[33, "module-imgutils.generic"]], "imgutils.generic.siglip": [[34, "module-imgutils.generic.siglip"]], "SigLIPModel": [[34, "siglipmodel"]], "siglip_image_encode": [[34, "siglip-image-encode"]], "siglip_text_encode": [[34, "siglip-text-encode"]], "siglip_predict": [[34, "siglip-predict"]], "imgutils.generic.yolo": [[35, "module-imgutils.generic.yolo"]], "YOLOModel": [[35, "yolomodel"]], "yolo_predict": [[35, "yolo-predict"]], "imgutils.metadata.geninfo": [[36, "module-imgutils.metadata.geninfo"]], "read_geninfo_parameters": [[36, "read-geninfo-parameters"]], "read_geninfo_exif": [[36, "read-geninfo-exif"]], "read_geninfo_gif": [[36, "read-geninfo-gif"]], "write_geninfo_parameters": [[36, "write-geninfo-parameters"]], "write_geninfo_exif": [[36, "write-geninfo-exif"]], "write_geninfo_gif": [[36, "write-geninfo-gif"]], "imgutils.metadata": [[37, "module-imgutils.metadata"]], "imgutils.metadata.lsb": [[38, "module-imgutils.metadata.lsb"]], "read_lsb_raw_bytes": [[38, "read-lsb-raw-bytes"]], "read_lsb_metadata": [[38, "read-lsb-metadata"]], "write_lsb_raw_bytes": [[38, "write-lsb-raw-bytes"]], "write_lsb_metadata": [[38, "write-lsb-metadata"]], "LSBReadError": [[38, "lsbreaderror"]], "LSBExtractor": [[38, "lsbextractor"]], "ImageLsbDataExtractor": [[38, "imagelsbdataextractor"]], "serialize_pnginfo": [[38, "serialize-pnginfo"]], "serialize_json": [[38, "serialize-json"]], "inject_data": [[38, "inject-data"]], "imgutils.metrics.aesthetic": [[39, "module-imgutils.metrics.aesthetic"]], "get_aesthetic_score": [[39, "get-aesthetic-score"]], "imgutils.metrics.ccip": [[40, "module-imgutils.metrics.ccip"]], "ccip_extract_feature": [[40, "ccip-extract-feature"]], "ccip_batch_extract_features": [[40, "ccip-batch-extract-features"]], "ccip_default_threshold": [[40, "ccip-default-threshold"]], "ccip_difference": [[40, "ccip-difference"]], "ccip_same": [[40, "ccip-same"]], "ccip_batch_differences": [[40, "ccip-batch-differences"]], "ccip_batch_same": [[40, "ccip-batch-same"]], "ccip_default_clustering_params": [[40, "ccip-default-clustering-params"]], "ccip_clustering": [[40, "ccip-clustering"]], "ccip_merge": [[40, "ccip-merge"]], "imgutils.metrics.dbaesthetic": [[41, "module-imgutils.metrics.dbaesthetic"]], "anime_dbaesthetic": [[41, "anime-dbaesthetic"]], "imgutils.metrics": [[42, "module-imgutils.metrics"]], "imgutils.metrics.laplacian": [[43, "module-imgutils.metrics.laplacian"]], "laplacian_score": [[43, "laplacian-score"]], "imgutils.metrics.lpips": [[44, "module-imgutils.metrics.lpips"]], "lpips_extract_feature": [[44, "lpips-extract-feature"]], "lpips_difference": [[44, "lpips-difference"]], "lpips_clustering": [[44, "lpips-clustering"]], "imgutils.metrics.psnr_": [[45, "module-imgutils.metrics.psnr_"]], "psnr": [[45, "id1"]], "imgutils.ocr": [[46, "module-imgutils.ocr"]], "detect_text_with_ocr": [[46, "detect-text-with-ocr"]], "ocr": [[46, "ocr"]], "list_det_models": [[46, "list-det-models"]], "list_rec_models": [[46, "list-rec-models"]], "imgutils.operate.align": [[47, "module-imgutils.operate.align"]], "align_maxsize": [[47, "align-maxsize"]], "imgutils.operate.censor_": [[48, "module-imgutils.operate.censor_"]], "censor_areas": [[48, "censor-areas"]], "censor_nsfw": [[48, "censor-nsfw"]], "BaseCensor": [[48, "basecensor"]], "ColorCensor": [[48, "colorcensor"]], "BlurCensor": [[48, "blurcensor"]], "PixelateCensor": [[48, "pixelatecensor"]], "register_censor_method": [[48, "register-censor-method"]], "imgutils.operate.imgcensor": [[49, "module-imgutils.operate.imgcensor"]], "ImageBasedCensor": [[49, "imagebasedcensor"]], "EmojiBasedCensor": [[49, "emojibasedcensor"]], "SingleImage": [[49, "singleimage"]], "imgutils.operate": [[50, "module-imgutils.operate"]], "imgutils.operate.squeeze": [[51, "module-imgutils.operate.squeeze"]], "squeeze": [[51, "squeeze"]], "squeeze_with_transparency": [[51, "squeeze-with-transparency"]], "imgutils.pose.dwpose": [[52, "module-imgutils.pose.dwpose"]], "dwpose_estimate": [[52, "dwpose-estimate"]], "imgutils.pose.format": [[53, "module-imgutils.pose.format"]], "OP18KeyPointSet": [[53, "op18keypointset"]], "OpenPose18": [[53, "openpose18"]], "OP18_BODY_MAX": [[53, "op18-body-max"]], "OP18_BODY_MIN": [[53, "op18-body-min"]], "OP18_FACE_MAX": [[53, "op18-face-max"]], "OP18_FACE_MIN": [[53, "op18-face-min"]], "OP18_LEFT_FOOT_MAX": [[53, "op18-left-foot-max"]], "OP18_LEFT_FOOT_MIN": [[53, "op18-left-foot-min"]], "OP18_LEFT_HAND_MAX": [[53, "op18-left-hand-max"]], "OP18_LEFT_HAND_MIN": [[53, "op18-left-hand-min"]], "OP18_RIGHT_FOOT_MAX": [[53, "op18-right-foot-max"]], "OP18_RIGHT_FOOT_MIN": [[53, "op18-right-foot-min"]], "OP18_RIGHT_HAND_MAX": [[53, "op18-right-hand-max"]], "OP18_RIGHT_HAND_MIN": [[53, "op18-right-hand-min"]], "imgutils.pose": [[54, "module-imgutils.pose"]], "imgutils.pose.visual": [[55, "module-imgutils.pose.visual"]], "op18_visualize": [[55, "op18-visualize"]], "imgutils.preprocess.base": [[56, "module-imgutils.preprocess.base"]], "NotParseTarget": [[56, "notparsetarget"]], "imgutils.preprocess": [[57, "module-imgutils.preprocess"]], "imgutils.preprocess.pillow": [[58, "module-imgutils.preprocess.pillow"]], "register_pillow_transform": [[58, "register-pillow-transform"]], "register_pillow_parse": [[58, "register-pillow-parse"]], "create_pillow_transforms": [[58, "create-pillow-transforms"]], "parse_pillow_transforms": [[58, "parse-pillow-transforms"]], "imgutils.preprocess.torchvision": [[59, "module-imgutils.preprocess.torchvision"]], "register_torchvision_transform": [[59, "register-torchvision-transform"]], "register_torchvision_parse": [[59, "register-torchvision-parse"]], "create_torchvision_transforms": [[59, "create-torchvision-transforms"]], "parse_torchvision_transforms": [[59, "parse-torchvision-transforms"]], "imgutils.preprocess.transformers": [[60, "module-imgutils.preprocess.transformers"]], "register_creators_for_transformers": [[60, "register-creators-for-transformers"]], "NotProcessorTypeError": [[60, "notprocessortypeerror"]], "create_transforms_from_transformers": [[60, "create-transforms-from-transformers"]], "is_valid_size_dict": [[60, "is-valid-size-dict"]], "convert_to_size_dict": [[60, "convert-to-size-dict"]], "get_size_dict": [[60, "get-size-dict"]], "create_clip_transforms": [[60, "create-clip-transforms"]], "create_transforms_from_clip_processor": [[60, "create-transforms-from-clip-processor"]], "create_convnext_transforms": [[60, "create-convnext-transforms"]], "create_transforms_from_convnext_processor": [[60, "create-transforms-from-convnext-processor"]], "create_vit_transforms": [[60, "create-vit-transforms"]], "create_transforms_from_vit_processor": [[60, "create-transforms-from-vit-processor"]], "create_siglip_transforms": [[60, "create-siglip-transforms"]], "create_transforms_from_siglip_processor": [[60, "create-transforms-from-siglip-processor"]], "create_bit_transforms": [[60, "create-bit-transforms"]], "create_transforms_from_bit_processor": [[60, "create-transforms-from-bit-processor"]], "create_blip_transforms": [[60, "create-blip-transforms"]], "create_transforms_from_blip_processor": [[60, "create-transforms-from-blip-processor"]], "create_mobilenetv2_transforms": [[60, "create-mobilenetv2-transforms"]], "create_transforms_from_mobilenetv2_processor": [[60, "create-transforms-from-mobilenetv2-processor"]], "imgutils.resource.background": [[61, "module-imgutils.resource.background"]], "BackgroundImageSet": [[61, "backgroundimageset"]], "list_bg_image_files": [[61, "list-bg-image-files"]], "get_bg_image_file": [[61, "get-bg-image-file"]], "get_bg_image": [[61, "get-bg-image"]], "random_bg_image_file": [[61, "random-bg-image-file"]], "random_bg_image": [[61, "random-bg-image"]], "imgutils.resource": [[62, "module-imgutils.resource"]], "imgutils.restore.adversarial": [[63, "module-imgutils.restore.adversarial"]], "remove_adversarial_noise": [[63, "remove-adversarial-noise"]], "imgutils.restore": [[64, "module-imgutils.restore"]], "imgutils.restore.nafnet": [[65, "module-imgutils.restore.nafnet"]], "restore_with_nafnet": [[65, "restore-with-nafnet"]], "imgutils.restore.scunet": [[66, "module-imgutils.restore.scunet"]], "restore_with_scunet": [[66, "restore-with-scunet"]], "imgutils.sd": [[67, "module-imgutils.sd"]], "imgutils.sd.metadata": [[68, "module-imgutils.sd.metadata"]], "SDMetaData": [[68, "sdmetadata"]], "parse_sdmeta_from_text": [[68, "parse-sdmeta-from-text"]], "get_sdmeta_from_image": [[68, "get-sdmeta-from-image"]], "save_image_with_sdmeta": [[68, "save-image-with-sdmeta"]], "imgutils.sd.model": [[69, "module-imgutils.sd.model"]], "read_metadata": [[69, "read-metadata"]], "save_with_metadata": [[69, "save-with-metadata"]], "imgutils.sd.nai": [[70, "module-imgutils.sd.nai"]], "NAIMetaData": [[70, "naimetadata"]], "NAIMetadata": [[70, "id1"]], "get_naimeta_from_image": [[70, "get-naimeta-from-image"]], "add_naimeta_to_image": [[70, "add-naimeta-to-image"]], "save_image_with_naimeta": [[70, "save-image-with-naimeta"]], "imgutils.segment": [[71, "module-imgutils.segment"]], "imgutils.segment.isnetis": [[72, "module-imgutils.segment.isnetis"]], "get_isnetis_mask": [[72, "get-isnetis-mask"]], "segment_with_isnetis": [[72, "segment-with-isnetis"]], "segment_rgba_with_isnetis": [[72, "segment-rgba-with-isnetis"]], "imgutils.tagging.blacklist": [[73, "module-imgutils.tagging.blacklist"]], "is_blacklisted": [[73, "is-blacklisted"]], "drop_blacklisted_tags": [[73, "drop-blacklisted-tags"]], "imgutils.tagging.character": [[74, "module-imgutils.tagging.character"]], "CHAR_WHITELIST_SUFFIX": [[74, "char-whitelist-suffix"]], "CHAR_WHITELIST_PREFIX": [[74, "char-whitelist-prefix"]], "CHAR_WHITELIST_WORD": [[74, "char-whitelist-word"]], "CHAR_SUFFIXES": [[74, "char-suffixes"]], "CHAR_PREFIXES": [[74, "char-prefixes"]], "CharacterTagPool": [[74, "charactertagpool"]], "is_basic_character_tag": [[74, "is-basic-character-tag"]], "drop_basic_character_tags": [[74, "drop-basic-character-tags"]], "imgutils.tagging.deepdanbooru": [[75, "module-imgutils.tagging.deepdanbooru"]], "get_deepdanbooru_tags": [[75, "get-deepdanbooru-tags"]], "imgutils.tagging.deepgelbooru": [[76, "module-imgutils.tagging.deepgelbooru"]], "get_deepgelbooru_tags": [[76, "get-deepgelbooru-tags"]], "imgutils.tagging.format": [[77, "module-imgutils.tagging.format"]], "add_underline": [[77, "add-underline"]], "remove_underline": [[77, "remove-underline"]], "tags_to_text": [[77, "tags-to-text"]], "imgutils.tagging": [[78, "module-imgutils.tagging"]], "imgutils.tagging.match": [[79, "module-imgutils.tagging.match"]], "tag_match_suffix": [[79, "tag-match-suffix"]], "tag_match_prefix": [[79, "tag-match-prefix"]], "tag_match_full": [[79, "tag-match-full"]], "imgutils.tagging.mldanbooru": [[80, "module-imgutils.tagging.mldanbooru"]], "get_mldanbooru_tags": [[80, "get-mldanbooru-tags"]], "imgutils.tagging.order": [[81, "module-imgutils.tagging.order"]], "sort_tags": [[81, "sort-tags"]], "imgutils.tagging.overlap": [[82, "module-imgutils.tagging.overlap"]], "drop_overlap_tags": [[82, "drop-overlap-tags"]], "imgutils.tagging.wd14": [[83, "module-imgutils.tagging.wd14"]], "get_wd14_tags": [[83, "get-wd14-tags"]], "convert_wd14_emb_to_prediction": [[83, "convert-wd14-emb-to-prediction"]], "denormalize_wd14_emb": [[83, "denormalize-wd14-emb"]], "imgutils.upscale.cdc": [[84, "module-imgutils.upscale.cdc"]], "upscale_with_cdc": [[84, "upscale-with-cdc"]], "imgutils.upscale": [[85, "module-imgutils.upscale"]], "imgutils.utils.cache": [[86, "module-imgutils.utils.cache"]], "ts_lru_cache": [[86, "ts-lru-cache"]], "imgutils.utils.func": [[87, "module-imgutils.utils.func"]], "sigmoid": [[87, "sigmoid"]], "imgutils.utils": [[88, "module-imgutils.utils"]], "imgutils.utils.onnxruntime": [[89, "module-imgutils.utils.onnxruntime"]], "get_onnx_provider": [[89, "get-onnx-provider"]], "open_onnx_model": [[89, "open-onnx-model"]], "imgutils.validate.aicheck": [[90, "module-imgutils.validate.aicheck"]], "get_ai_created_score": [[90, "get-ai-created-score"]], "is_ai_created": [[90, "is-ai-created"]], "imgutils.validate.bangumi_char": [[91, "module-imgutils.validate.bangumi_char"]], "anime_bangumi_char_score": [[91, "anime-bangumi-char-score"]], "anime_bangumi_char": [[91, "anime-bangumi-char"]], "imgutils.validate.classify": [[92, "module-imgutils.validate.classify"]], "anime_classify_score": [[92, "anime-classify-score"]], "anime_classify": [[92, "anime-classify"]], "imgutils.validate.color": [[93, "module-imgutils.validate.color"]], "is_greyscale": [[93, "is-greyscale"]], "imgutils.validate.completeness": [[94, "module-imgutils.validate.completeness"]], "anime_completeness_score": [[94, "anime-completeness-score"]], "anime_completeness": [[94, "anime-completeness"]], "imgutils.validate.dbrating": [[95, "module-imgutils.validate.dbrating"]], "anime_dbrating_score": [[95, "anime-dbrating-score"]], "anime_dbrating": [[95, "anime-dbrating"]], "imgutils.validate.furry": [[96, "module-imgutils.validate.furry"]], "anime_furry_score": [[96, "anime-furry-score"]], "anime_furry": [[96, "anime-furry"]], "imgutils.validate": [[97, "module-imgutils.validate"]], "imgutils.validate.monochrome": [[98, "module-imgutils.validate.monochrome"]], "get_monochrome_score": [[98, "get-monochrome-score"]], "is_monochrome": [[98, "is-monochrome"]], "imgutils.validate.nsfw": [[99, "module-imgutils.validate.nsfw"]], "nsfw_pred_score": [[99, "nsfw-pred-score"]], "nsfw_pred": [[99, "nsfw-pred"]], "imgutils.validate.portrait": [[100, "module-imgutils.validate.portrait"]], "anime_portrait_score": [[100, "anime-portrait-score"]], "anime_portrait": [[100, "anime-portrait"]], "imgutils.validate.rating": [[101, "module-imgutils.validate.rating"]], "anime_rating_score": [[101, "anime-rating-score"]], "anime_rating": [[101, "anime-rating"]], "imgutils.validate.real": [[102, "module-imgutils.validate.real"]], "anime_real_score": [[102, "anime-real-score"]], "anime_real": [[102, "anime-real"]], "imgutils.validate.safe": [[103, "module-imgutils.validate.safe"]], "safe_check_score": [[103, "safe-check-score"]], "safe_check": [[103, "safe-check"]], "imgutils.validate.style_age": [[104, "module-imgutils.validate.style_age"]], "anime_style_age_score": [[104, "anime-style-age-score"]], "anime_style_age": [[104, "anime-style-age"]], "imgutils.validate.teen": [[105, "module-imgutils.validate.teen"]], "anime_teen_score": [[105, "anime-teen-score"]], "anime_teen": [[105, "anime-teen"]], "imgutils.validate.truncate": [[106, "module-imgutils.validate.truncate"]], "is_truncated_file": [[106, "is-truncated-file"]], "Welcome to imgutils\u2019s Documentation": [[107, "welcome-to-imgutils-s-documentation"]], "Overview": [[107, "overview"]], "Tutorials": [[107, null]], "Information": [[107, null]], "API Documentation": [[107, null]], "Run Environment Information": [[108, "Run-Environment-Information"], [109, "Run-Environment-Information"]], "Installation": [[110, "installation"]], "Quick Start": [[111, "quick-start"]]}, "indexentries": {"ascii_drawing() (in module imgutils.ascii.drawing)": [[0, "imgutils.ascii.drawing.ascii_drawing"]], "imgutils.ascii.drawing": [[0, "module-imgutils.ascii.drawing"]], "module": [[0, "module-imgutils.ascii.drawing"], [1, "module-imgutils.ascii"], [2, "module-imgutils.config"], [3, "module-imgutils.config.meta"], [4, "module-imgutils.data.background"], [5, "module-imgutils.data.blob"], [6, "module-imgutils.data.decode"], [7, "module-imgutils.data.encode"], [8, "module-imgutils.data.image"], [9, "module-imgutils.data"], [10, "module-imgutils.data.layer"], [11, "module-imgutils.data.pad"], [12, "module-imgutils.data.url"], [13, "module-imgutils.detect.booru_yolo"], [14, "module-imgutils.detect.censor"], [15, "module-imgutils.detect.eye"], [16, "module-imgutils.detect.face"], [17, "module-imgutils.detect.halfbody"], [18, "module-imgutils.detect.hand"], [19, "module-imgutils.detect.head"], [20, "module-imgutils.detect"], [21, "module-imgutils.detect.nudenet"], [22, "module-imgutils.detect.person"], [23, "module-imgutils.detect.similarity"], [24, "module-imgutils.detect.text"], [25, "module-imgutils.detect.visual"], [26, "module-imgutils.edge.canny"], [27, "module-imgutils.edge"], [28, "module-imgutils.edge.lineart"], [29, "module-imgutils.edge.lineart_anime"], [30, "module-imgutils.generic.classify"], [31, "module-imgutils.generic.clip"], [32, "module-imgutils.generic.enhance"], [33, "module-imgutils.generic"], [34, "module-imgutils.generic.siglip"], [35, "module-imgutils.generic.yolo"], [36, "module-imgutils.metadata.geninfo"], [37, "module-imgutils.metadata"], [38, "module-imgutils.metadata.lsb"], [39, "module-imgutils.metrics.aesthetic"], [40, "module-imgutils.metrics.ccip"], [41, "module-imgutils.metrics.dbaesthetic"], [42, "module-imgutils.metrics"], [43, "module-imgutils.metrics.laplacian"], [44, "module-imgutils.metrics.lpips"], [45, "module-imgutils.metrics.psnr_"], [46, "module-imgutils.ocr"], [47, "module-imgutils.operate.align"], [48, "module-imgutils.operate.censor_"], [49, "module-imgutils.operate.imgcensor"], [50, "module-imgutils.operate"], [51, "module-imgutils.operate.squeeze"], [52, "module-imgutils.pose.dwpose"], [53, "module-imgutils.pose.format"], [54, "module-imgutils.pose"], [55, "module-imgutils.pose.visual"], [56, "module-imgutils.preprocess.base"], [57, "module-imgutils.preprocess"], [58, "module-imgutils.preprocess.pillow"], [59, "module-imgutils.preprocess.torchvision"], [60, "module-imgutils.preprocess.transformers"], [61, "module-imgutils.resource.background"], [62, "module-imgutils.resource"], [63, "module-imgutils.restore.adversarial"], [64, "module-imgutils.restore"], [65, "module-imgutils.restore.nafnet"], [66, "module-imgutils.restore.scunet"], [67, "module-imgutils.sd"], [68, "module-imgutils.sd.metadata"], [69, "module-imgutils.sd.model"], [70, "module-imgutils.sd.nai"], [71, "module-imgutils.segment"], [72, "module-imgutils.segment.isnetis"], [73, "module-imgutils.tagging.blacklist"], [74, "module-imgutils.tagging.character"], [75, "module-imgutils.tagging.deepdanbooru"], [76, "module-imgutils.tagging.deepgelbooru"], [77, "module-imgutils.tagging.format"], [78, "module-imgutils.tagging"], [79, "module-imgutils.tagging.match"], [80, "module-imgutils.tagging.mldanbooru"], [81, "module-imgutils.tagging.order"], [82, "module-imgutils.tagging.overlap"], [83, "module-imgutils.tagging.wd14"], [84, "module-imgutils.upscale.cdc"], [85, "module-imgutils.upscale"], [86, "module-imgutils.utils.cache"], [87, "module-imgutils.utils.func"], [88, "module-imgutils.utils"], [89, "module-imgutils.utils.onnxruntime"], [90, "module-imgutils.validate.aicheck"], [91, "module-imgutils.validate.bangumi_char"], [92, "module-imgutils.validate.classify"], [93, "module-imgutils.validate.color"], [94, "module-imgutils.validate.completeness"], [95, "module-imgutils.validate.dbrating"], [96, "module-imgutils.validate.furry"], [97, "module-imgutils.validate"], [98, "module-imgutils.validate.monochrome"], [99, "module-imgutils.validate.nsfw"], [100, "module-imgutils.validate.portrait"], [101, "module-imgutils.validate.rating"], [102, "module-imgutils.validate.real"], [103, "module-imgutils.validate.safe"], [104, "module-imgutils.validate.style_age"], [105, "module-imgutils.validate.teen"], [106, "module-imgutils.validate.truncate"]], "imgutils.ascii": [[1, "module-imgutils.ascii"]], "imgutils.config": [[2, "module-imgutils.config"]], "__author_email__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__AUTHOR_EMAIL__"]], "__author__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__AUTHOR__"]], "__description__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__DESCRIPTION__"]], "__title__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__TITLE__"]], "__version__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__VERSION__"]], "imgutils.config.meta": [[3, "module-imgutils.config.meta"]], "grid_background() (in module imgutils.data.background)": [[4, "imgutils.data.background.grid_background"]], "grid_transparent() (in module imgutils.data.background)": [[4, "imgutils.data.background.grid_transparent"]], "imgutils.data.background": [[4, "module-imgutils.data.background"]], "imgutils.data.blob": [[5, "module-imgutils.data.blob"]], "is_valid_image_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.is_valid_image_blob_url"]], "load_image_from_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.load_image_from_blob_url"]], "to_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.to_blob_url"]], "imgutils.data.decode": [[6, "module-imgutils.data.decode"]], "rgb_decode() (in module imgutils.data.decode)": [[6, "imgutils.data.decode.rgb_decode"]], "imgutils.data.encode": [[7, "module-imgutils.data.encode"]], "rgb_encode() (in module imgutils.data.encode)": [[7, "imgutils.data.encode.rgb_encode"]], "has_alpha_channel() (in module imgutils.data.image)": [[8, "imgutils.data.image.has_alpha_channel"]], "imgutils.data.image": [[8, "module-imgutils.data.image"]], "load_image() (in module imgutils.data.image)": [[8, "imgutils.data.image.load_image"]], "load_images() (in module imgutils.data.image)": [[8, "imgutils.data.image.load_images"]], "imgutils.data": [[9, "module-imgutils.data"]], "imgutils.data.layer": [[10, "module-imgutils.data.layer"]], "istack() (in module imgutils.data.layer)": [[10, "imgutils.data.layer.istack"]], "imgutils.data.pad": [[11, "module-imgutils.data.pad"]], "pad_image_to_size() (in module imgutils.data.pad)": [[11, "imgutils.data.pad.pad_image_to_size"]], "download_image_from_url() (in module imgutils.data.url)": [[12, "imgutils.data.url.download_image_from_url"]], "imgutils.data.url": [[12, "module-imgutils.data.url"]], "is_http_url() (in module imgutils.data.url)": [[12, "imgutils.data.url.is_http_url"]], "detect_with_booru_yolo() (in module imgutils.detect.booru_yolo)": [[13, "imgutils.detect.booru_yolo.detect_with_booru_yolo"]], "imgutils.detect.booru_yolo": [[13, "module-imgutils.detect.booru_yolo"]], "detect_censors() (in module imgutils.detect.censor)": [[14, "imgutils.detect.censor.detect_censors"]], "imgutils.detect.censor": [[14, "module-imgutils.detect.censor"]], "detect_eyes() (in module imgutils.detect.eye)": [[15, "imgutils.detect.eye.detect_eyes"]], "imgutils.detect.eye": [[15, "module-imgutils.detect.eye"]], "detect_faces() (in module imgutils.detect.face)": [[16, "imgutils.detect.face.detect_faces"]], "imgutils.detect.face": [[16, "module-imgutils.detect.face"]], "detect_halfbody() (in module imgutils.detect.halfbody)": [[17, "imgutils.detect.halfbody.detect_halfbody"]], "imgutils.detect.halfbody": [[17, "module-imgutils.detect.halfbody"]], "detect_hands() (in module imgutils.detect.hand)": [[18, "imgutils.detect.hand.detect_hands"]], "imgutils.detect.hand": [[18, "module-imgutils.detect.hand"]], "detect_heads() (in module imgutils.detect.head)": [[19, "imgutils.detect.head.detect_heads"]], "imgutils.detect.head": [[19, "module-imgutils.detect.head"]], "imgutils.detect": [[20, "module-imgutils.detect"]], "detect_with_nudenet() (in module imgutils.detect.nudenet)": [[21, "imgutils.detect.nudenet.detect_with_nudenet"]], "imgutils.detect.nudenet": [[21, "module-imgutils.detect.nudenet"]], "detect_person() (in module imgutils.detect.person)": [[22, "imgutils.detect.person.detect_person"]], "imgutils.detect.person": [[22, "module-imgutils.detect.person"]], "bboxes_similarity() (in module imgutils.detect.similarity)": [[23, "imgutils.detect.similarity.bboxes_similarity"]], "calculate_iou() (in module imgutils.detect.similarity)": [[23, "imgutils.detect.similarity.calculate_iou"]], "detection_similarity() (in module imgutils.detect.similarity)": [[23, "imgutils.detect.similarity.detection_similarity"]], "imgutils.detect.similarity": [[23, "module-imgutils.detect.similarity"]], "detect_text() (in module imgutils.detect.text)": [[24, "imgutils.detect.text.detect_text"]], "imgutils.detect.text": [[24, "module-imgutils.detect.text"]], "detection_visualize() (in module imgutils.detect.visual)": [[25, "imgutils.detect.visual.detection_visualize"]], "imgutils.detect.visual": [[25, "module-imgutils.detect.visual"]], "edge_image_with_canny() (in module imgutils.edge.canny)": [[26, "imgutils.edge.canny.edge_image_with_canny"]], "get_edge_by_canny() (in module imgutils.edge.canny)": [[26, "imgutils.edge.canny.get_edge_by_canny"]], "imgutils.edge.canny": [[26, "module-imgutils.edge.canny"]], "imgutils.edge": [[27, "module-imgutils.edge"]], "edge_image_with_lineart() (in module imgutils.edge.lineart)": [[28, "imgutils.edge.lineart.edge_image_with_lineart"]], "get_edge_by_lineart() (in module imgutils.edge.lineart)": [[28, "imgutils.edge.lineart.get_edge_by_lineart"]], "imgutils.edge.lineart": [[28, "module-imgutils.edge.lineart"]], "edge_image_with_lineart_anime() (in module imgutils.edge.lineart_anime)": [[29, "imgutils.edge.lineart_anime.edge_image_with_lineart_anime"]], "get_edge_by_lineart_anime() (in module imgutils.edge.lineart_anime)": [[29, "imgutils.edge.lineart_anime.get_edge_by_lineart_anime"]], "imgutils.edge.lineart_anime": [[29, "module-imgutils.edge.lineart_anime"]], "classifymodel (class in imgutils.generic.classify)": [[30, "imgutils.generic.classify.ClassifyModel"]], "__init__() (imgutils.generic.classify.classifymodel method)": [[30, "imgutils.generic.classify.ClassifyModel.__init__"]], "classify_predict() (in module imgutils.generic.classify)": [[30, "imgutils.generic.classify.classify_predict"]], "classify_predict_fmt() (in module imgutils.generic.classify)": [[30, "imgutils.generic.classify.classify_predict_fmt"]], "classify_predict_score() (in module imgutils.generic.classify)": [[30, "imgutils.generic.classify.classify_predict_score"]], "clear() (imgutils.generic.classify.classifymodel method)": [[30, "imgutils.generic.classify.ClassifyModel.clear"]], "imgutils.generic.classify": [[30, "module-imgutils.generic.classify"]], "launch_demo() (imgutils.generic.classify.classifymodel method)": [[30, "imgutils.generic.classify.ClassifyModel.launch_demo"]], "make_ui() (imgutils.generic.classify.classifymodel method)": [[30, "imgutils.generic.classify.ClassifyModel.make_ui"]], "predict() (imgutils.generic.classify.classifymodel method)": [[30, "imgutils.generic.classify.ClassifyModel.predict"]], "predict_fmt() (imgutils.generic.classify.classifymodel method)": [[30, "imgutils.generic.classify.ClassifyModel.predict_fmt"]], "predict_score() (imgutils.generic.classify.classifymodel method)": [[30, "imgutils.generic.classify.ClassifyModel.predict_score"]], "clipmodel (class in imgutils.generic.clip)": [[31, "imgutils.generic.clip.CLIPModel"]], "__init__() (imgutils.generic.clip.clipmodel method)": [[31, "imgutils.generic.clip.CLIPModel.__init__"]], "clear() (imgutils.generic.clip.clipmodel method)": [[31, "imgutils.generic.clip.CLIPModel.clear"]], "clip_image_encode() (in module imgutils.generic.clip)": [[31, "imgutils.generic.clip.clip_image_encode"]], "clip_predict() (in module imgutils.generic.clip)": [[31, "imgutils.generic.clip.clip_predict"]], "clip_text_encode() (in module imgutils.generic.clip)": [[31, "imgutils.generic.clip.clip_text_encode"]], "image_encode() (imgutils.generic.clip.clipmodel method)": [[31, "imgutils.generic.clip.CLIPModel.image_encode"]], "imgutils.generic.clip": [[31, "module-imgutils.generic.clip"]], "launch_demo() (imgutils.generic.clip.clipmodel method)": [[31, "imgutils.generic.clip.CLIPModel.launch_demo"]], "make_ui() (imgutils.generic.clip.clipmodel method)": [[31, "imgutils.generic.clip.CLIPModel.make_ui"]], "predict() (imgutils.generic.clip.clipmodel method)": [[31, "imgutils.generic.clip.CLIPModel.predict"]], "text_encode() (imgutils.generic.clip.clipmodel method)": [[31, "imgutils.generic.clip.CLIPModel.text_encode"]], "imageenhancer (class in imgutils.generic.enhance)": [[32, "imgutils.generic.enhance.ImageEnhancer"]], "__init__() (imgutils.generic.enhance.imageenhancer method)": [[32, "imgutils.generic.enhance.ImageEnhancer.__init__"]], "imgutils.generic.enhance": [[32, "module-imgutils.generic.enhance"]], "process() (imgutils.generic.enhance.imageenhancer method)": [[32, "imgutils.generic.enhance.ImageEnhancer.process"]], "imgutils.generic": [[33, "module-imgutils.generic"]], "siglipmodel (class in imgutils.generic.siglip)": [[34, "imgutils.generic.siglip.SigLIPModel"]], "__init__() (imgutils.generic.siglip.siglipmodel method)": [[34, "imgutils.generic.siglip.SigLIPModel.__init__"]], "clear() (imgutils.generic.siglip.siglipmodel method)": [[34, "imgutils.generic.siglip.SigLIPModel.clear"]], "image_encode() (imgutils.generic.siglip.siglipmodel method)": [[34, "imgutils.generic.siglip.SigLIPModel.image_encode"]], "imgutils.generic.siglip": [[34, "module-imgutils.generic.siglip"]], "launch_demo() (imgutils.generic.siglip.siglipmodel method)": [[34, "imgutils.generic.siglip.SigLIPModel.launch_demo"]], "make_ui() (imgutils.generic.siglip.siglipmodel method)": [[34, "imgutils.generic.siglip.SigLIPModel.make_ui"]], "predict() (imgutils.generic.siglip.siglipmodel method)": [[34, "imgutils.generic.siglip.SigLIPModel.predict"]], "siglip_image_encode() (in module imgutils.generic.siglip)": [[34, "imgutils.generic.siglip.siglip_image_encode"]], "siglip_predict() (in module imgutils.generic.siglip)": [[34, "imgutils.generic.siglip.siglip_predict"]], "siglip_text_encode() (in module imgutils.generic.siglip)": [[34, "imgutils.generic.siglip.siglip_text_encode"]], "text_encode() (imgutils.generic.siglip.siglipmodel method)": [[34, "imgutils.generic.siglip.SigLIPModel.text_encode"]], "yolomodel (class in imgutils.generic.yolo)": [[35, "imgutils.generic.yolo.YOLOModel"]], "__init__() (imgutils.generic.yolo.yolomodel method)": [[35, "imgutils.generic.yolo.YOLOModel.__init__"]], "clear() (imgutils.generic.yolo.yolomodel method)": [[35, "imgutils.generic.yolo.YOLOModel.clear"]], "imgutils.generic.yolo": [[35, "module-imgutils.generic.yolo"]], "launch_demo() (imgutils.generic.yolo.yolomodel method)": [[35, "imgutils.generic.yolo.YOLOModel.launch_demo"]], "make_ui() (imgutils.generic.yolo.yolomodel method)": [[35, "imgutils.generic.yolo.YOLOModel.make_ui"]], "predict() (imgutils.generic.yolo.yolomodel method)": [[35, "imgutils.generic.yolo.YOLOModel.predict"]], "yolo_predict() (in module imgutils.generic.yolo)": [[35, "imgutils.generic.yolo.yolo_predict"]], "imgutils.metadata.geninfo": [[36, "module-imgutils.metadata.geninfo"]], "read_geninfo_exif() (in module imgutils.metadata.geninfo)": [[36, "imgutils.metadata.geninfo.read_geninfo_exif"]], "read_geninfo_gif() (in module imgutils.metadata.geninfo)": [[36, "imgutils.metadata.geninfo.read_geninfo_gif"]], "read_geninfo_parameters() (in module imgutils.metadata.geninfo)": [[36, "imgutils.metadata.geninfo.read_geninfo_parameters"]], "write_geninfo_exif() (in module imgutils.metadata.geninfo)": [[36, "imgutils.metadata.geninfo.write_geninfo_exif"]], "write_geninfo_gif() (in module imgutils.metadata.geninfo)": [[36, "imgutils.metadata.geninfo.write_geninfo_gif"]], "write_geninfo_parameters() (in module imgutils.metadata.geninfo)": [[36, "imgutils.metadata.geninfo.write_geninfo_parameters"]], "imgutils.metadata": [[37, "module-imgutils.metadata"]], "imagelsbdataextractor (class in imgutils.metadata.lsb)": [[38, "imgutils.metadata.lsb.ImageLsbDataExtractor"]], "lsbextractor (class in imgutils.metadata.lsb)": [[38, "imgutils.metadata.lsb.LSBExtractor"]], "lsbreaderror (class in imgutils.metadata.lsb)": [[38, "imgutils.metadata.lsb.LSBReadError"]], "__init__() (imgutils.metadata.lsb.imagelsbdataextractor method)": [[38, "imgutils.metadata.lsb.ImageLsbDataExtractor.__init__"]], "__init__() (imgutils.metadata.lsb.lsbextractor method)": [[38, "imgutils.metadata.lsb.LSBExtractor.__init__"]], "extract_data() (imgutils.metadata.lsb.imagelsbdataextractor method)": [[38, "imgutils.metadata.lsb.ImageLsbDataExtractor.extract_data"]], "get_next_n_bytes() (imgutils.metadata.lsb.lsbextractor method)": [[38, "imgutils.metadata.lsb.LSBExtractor.get_next_n_bytes"]], "get_one_byte() (imgutils.metadata.lsb.lsbextractor method)": [[38, "imgutils.metadata.lsb.LSBExtractor.get_one_byte"]], "imgutils.metadata.lsb": [[38, "module-imgutils.metadata.lsb"]], "inject_data() (in module imgutils.metadata.lsb)": [[38, "imgutils.metadata.lsb.inject_data"]], "read_32bit_integer() (imgutils.metadata.lsb.lsbextractor method)": [[38, "imgutils.metadata.lsb.LSBExtractor.read_32bit_integer"]], "read_lsb_metadata() (in module imgutils.metadata.lsb)": [[38, "imgutils.metadata.lsb.read_lsb_metadata"]], "read_lsb_raw_bytes() (in module imgutils.metadata.lsb)": [[38, "imgutils.metadata.lsb.read_lsb_raw_bytes"]], "serialize_json() (in module imgutils.metadata.lsb)": [[38, "imgutils.metadata.lsb.serialize_json"]], "serialize_pnginfo() (in module imgutils.metadata.lsb)": [[38, "imgutils.metadata.lsb.serialize_pnginfo"]], "write_lsb_metadata() (in module imgutils.metadata.lsb)": [[38, "imgutils.metadata.lsb.write_lsb_metadata"]], "write_lsb_raw_bytes() (in module imgutils.metadata.lsb)": [[38, "imgutils.metadata.lsb.write_lsb_raw_bytes"]], "get_aesthetic_score() (in module imgutils.metrics.aesthetic)": [[39, "imgutils.metrics.aesthetic.get_aesthetic_score"]], "imgutils.metrics.aesthetic": [[39, "module-imgutils.metrics.aesthetic"]], "ccip_batch_differences() (in module imgutils.metrics.ccip)": [[40, "imgutils.metrics.ccip.ccip_batch_differences"]], "ccip_batch_extract_features() (in module imgutils.metrics.ccip)": [[40, "imgutils.metrics.ccip.ccip_batch_extract_features"]], "ccip_batch_same() (in module imgutils.metrics.ccip)": [[40, "imgutils.metrics.ccip.ccip_batch_same"]], "ccip_clustering() (in module imgutils.metrics.ccip)": [[40, "imgutils.metrics.ccip.ccip_clustering"]], "ccip_default_clustering_params() (in module imgutils.metrics.ccip)": [[40, "imgutils.metrics.ccip.ccip_default_clustering_params"]], "ccip_default_threshold() (in module imgutils.metrics.ccip)": [[40, "imgutils.metrics.ccip.ccip_default_threshold"]], "ccip_difference() (in module imgutils.metrics.ccip)": [[40, "imgutils.metrics.ccip.ccip_difference"]], "ccip_extract_feature() (in module imgutils.metrics.ccip)": [[40, "imgutils.metrics.ccip.ccip_extract_feature"]], "ccip_merge() (in module imgutils.metrics.ccip)": [[40, "imgutils.metrics.ccip.ccip_merge"]], "ccip_same() (in module imgutils.metrics.ccip)": [[40, "imgutils.metrics.ccip.ccip_same"]], "imgutils.metrics.ccip": [[40, "module-imgutils.metrics.ccip"]], "anime_dbaesthetic() (in module imgutils.metrics.dbaesthetic)": [[41, "imgutils.metrics.dbaesthetic.anime_dbaesthetic"]], "imgutils.metrics.dbaesthetic": [[41, "module-imgutils.metrics.dbaesthetic"]], "imgutils.metrics": [[42, "module-imgutils.metrics"]], "imgutils.metrics.laplacian": [[43, "module-imgutils.metrics.laplacian"]], "laplacian_score() (in module imgutils.metrics.laplacian)": [[43, "imgutils.metrics.laplacian.laplacian_score"]], "imgutils.metrics.lpips": [[44, "module-imgutils.metrics.lpips"]], "lpips_clustering() (in module imgutils.metrics.lpips)": [[44, "imgutils.metrics.lpips.lpips_clustering"]], "lpips_difference() (in module imgutils.metrics.lpips)": [[44, "imgutils.metrics.lpips.lpips_difference"]], "lpips_extract_feature() (in module imgutils.metrics.lpips)": [[44, "imgutils.metrics.lpips.lpips_extract_feature"]], "imgutils.metrics.psnr_": [[45, "module-imgutils.metrics.psnr_"]], "psnr() (in module imgutils.metrics.psnr_)": [[45, "imgutils.metrics.psnr_.psnr"]], "detect_text_with_ocr() (in module imgutils.ocr)": [[46, "imgutils.ocr.detect_text_with_ocr"]], "imgutils.ocr": [[46, "module-imgutils.ocr"]], "list_det_models() (in module imgutils.ocr)": [[46, "imgutils.ocr.list_det_models"]], "list_rec_models() (in module imgutils.ocr)": [[46, "imgutils.ocr.list_rec_models"]], "ocr() (in module imgutils.ocr)": [[46, "imgutils.ocr.ocr"]], "align_maxsize() (in module imgutils.operate.align)": [[47, "imgutils.operate.align.align_maxsize"]], "imgutils.operate.align": [[47, "module-imgutils.operate.align"]], "basecensor (class in imgutils.operate.censor_)": [[48, "imgutils.operate.censor_.BaseCensor"]], "blurcensor (class in imgutils.operate.censor_)": [[48, "imgutils.operate.censor_.BlurCensor"]], "colorcensor (class in imgutils.operate.censor_)": [[48, "imgutils.operate.censor_.ColorCensor"]], "pixelatecensor (class in imgutils.operate.censor_)": [[48, "imgutils.operate.censor_.PixelateCensor"]], "censor_area() (imgutils.operate.censor_.basecensor method)": [[48, "imgutils.operate.censor_.BaseCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.blurcensor method)": [[48, "imgutils.operate.censor_.BlurCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.colorcensor method)": [[48, "imgutils.operate.censor_.ColorCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.pixelatecensor method)": [[48, "imgutils.operate.censor_.PixelateCensor.censor_area"]], "censor_areas() (in module imgutils.operate.censor_)": [[48, "imgutils.operate.censor_.censor_areas"]], "censor_nsfw() (in module imgutils.operate.censor_)": [[48, "imgutils.operate.censor_.censor_nsfw"]], "imgutils.operate.censor_": [[48, "module-imgutils.operate.censor_"]], "register_censor_method() (in module imgutils.operate.censor_)": [[48, "imgutils.operate.censor_.register_censor_method"]], "emojibasedcensor (class in imgutils.operate.imgcensor)": [[49, "imgutils.operate.imgcensor.EmojiBasedCensor"]], "imagebasedcensor (class in imgutils.operate.imgcensor)": [[49, "imgutils.operate.imgcensor.ImageBasedCensor"]], "singleimage (class in imgutils.operate.imgcensor)": [[49, "imgutils.operate.imgcensor.SingleImage"]], "__init__() (imgutils.operate.imgcensor.singleimage method)": [[49, "imgutils.operate.imgcensor.SingleImage.__init__"]], "censor_area() (imgutils.operate.imgcensor.emojibasedcensor method)": [[49, "imgutils.operate.imgcensor.EmojiBasedCensor.censor_area"]], "censor_area() (imgutils.operate.imgcensor.imagebasedcensor method)": [[49, "imgutils.operate.imgcensor.ImageBasedCensor.censor_area"]], "find_for_area() (imgutils.operate.imgcensor.singleimage method)": [[49, "imgutils.operate.imgcensor.SingleImage.find_for_area"]], "height (imgutils.operate.imgcensor.singleimage property)": [[49, "imgutils.operate.imgcensor.SingleImage.height"]], "imgutils.operate.imgcensor": [[49, "module-imgutils.operate.imgcensor"]], "width (imgutils.operate.imgcensor.singleimage property)": [[49, "imgutils.operate.imgcensor.SingleImage.width"]], "imgutils.operate": [[50, "module-imgutils.operate"]], "imgutils.operate.squeeze": [[51, "module-imgutils.operate.squeeze"]], "squeeze() (in module imgutils.operate.squeeze)": [[51, "imgutils.operate.squeeze.squeeze"]], "squeeze_with_transparency() (in module imgutils.operate.squeeze)": [[51, "imgutils.operate.squeeze.squeeze_with_transparency"]], "dwpose_estimate() (in module imgutils.pose.dwpose)": [[52, "imgutils.pose.dwpose.dwpose_estimate"]], "imgutils.pose.dwpose": [[52, "module-imgutils.pose.dwpose"]], "left_ankle (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_ANKLE"]], "left_big_toe (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_BIG_TOE"]], "left_ear (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_EAR"]], "left_elbow (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_ELBOW"]], "left_eye (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_EYE"]], "left_heel (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_HEEL"]], "left_hip (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_HIP"]], "left_knee (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_KNEE"]], "left_shoulder (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_SHOULDER"]], "left_small_toe (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_SMALL_TOE"]], "left_wrist (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.LEFT_WRIST"]], "neck (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.NECK"]], "nose (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.NOSE"]], "op18keypointset (class in imgutils.pose.format)": [[53, "imgutils.pose.format.OP18KeyPointSet"]], "op18_body_max (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_BODY_MAX"]], "op18_body_min (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_BODY_MIN"]], "op18_face_max (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_FACE_MAX"]], "op18_face_min (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_FACE_MIN"]], "op18_left_foot_max (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_LEFT_FOOT_MAX"]], "op18_left_foot_min (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_LEFT_FOOT_MIN"]], "op18_left_hand_max (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_LEFT_HAND_MAX"]], "op18_left_hand_min (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_LEFT_HAND_MIN"]], "op18_right_foot_max (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_RIGHT_FOOT_MAX"]], "op18_right_foot_min (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_RIGHT_FOOT_MIN"]], "op18_right_hand_max (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_RIGHT_HAND_MAX"]], "op18_right_hand_min (in module imgutils.pose.format)": [[53, "imgutils.pose.format.OP18_RIGHT_HAND_MIN"]], "right_ankle (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_ANKLE"]], "right_big_toe (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_BIG_TOE"]], "right_ear (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_EAR"]], "right_elbow (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_ELBOW"]], "right_eye (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_EYE"]], "right_heel (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_HEEL"]], "right_hip (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_HIP"]], "right_knee (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_KNEE"]], "right_shoulder (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_SHOULDER"]], "right_small_toe (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_SMALL_TOE"]], "right_wrist (imgutils.pose.format.openpose18 attribute)": [[53, "imgutils.pose.format.OpenPose18.RIGHT_WRIST"]], "__init__() (imgutils.pose.format.op18keypointset method)": [[53, "imgutils.pose.format.OP18KeyPointSet.__init__"]], "__mul__() (imgutils.pose.format.op18keypointset method)": [[53, "imgutils.pose.format.OP18KeyPointSet.__mul__"]], "__truediv__() (imgutils.pose.format.op18keypointset method)": [[53, "imgutils.pose.format.OP18KeyPointSet.__truediv__"]], "body (imgutils.pose.format.op18keypointset property)": [[53, "imgutils.pose.format.OP18KeyPointSet.body"]], "face (imgutils.pose.format.op18keypointset property)": [[53, "imgutils.pose.format.OP18KeyPointSet.face"]], "imgutils.pose.format": [[53, "module-imgutils.pose.format"]], "left_foot (imgutils.pose.format.op18keypointset property)": [[53, "imgutils.pose.format.OP18KeyPointSet.left_foot"]], "left_hand (imgutils.pose.format.op18keypointset property)": [[53, "imgutils.pose.format.OP18KeyPointSet.left_hand"]], "right_foot (imgutils.pose.format.op18keypointset property)": [[53, "imgutils.pose.format.OP18KeyPointSet.right_foot"]], "right_hand (imgutils.pose.format.op18keypointset property)": [[53, "imgutils.pose.format.OP18KeyPointSet.right_hand"]], "imgutils.pose": [[54, "module-imgutils.pose"]], "imgutils.pose.visual": [[55, "module-imgutils.pose.visual"]], "op18_visualize() (in module imgutils.pose.visual)": [[55, "imgutils.pose.visual.op18_visualize"]], "notparsetarget (class in imgutils.preprocess.base)": [[56, "imgutils.preprocess.base.NotParseTarget"]], "imgutils.preprocess.base": [[56, "module-imgutils.preprocess.base"]], "imgutils.preprocess": [[57, "module-imgutils.preprocess"]], "create_pillow_transforms() (in module imgutils.preprocess.pillow)": [[58, "imgutils.preprocess.pillow.create_pillow_transforms"]], "imgutils.preprocess.pillow": [[58, "module-imgutils.preprocess.pillow"]], "parse_pillow_transforms() (in module imgutils.preprocess.pillow)": [[58, "imgutils.preprocess.pillow.parse_pillow_transforms"]], "register_pillow_parse() (in module imgutils.preprocess.pillow)": [[58, "imgutils.preprocess.pillow.register_pillow_parse"]], "register_pillow_transform() (in module imgutils.preprocess.pillow)": [[58, "imgutils.preprocess.pillow.register_pillow_transform"]], "create_torchvision_transforms() (in module imgutils.preprocess.torchvision)": [[59, "imgutils.preprocess.torchvision.create_torchvision_transforms"]], "imgutils.preprocess.torchvision": [[59, "module-imgutils.preprocess.torchvision"]], "parse_torchvision_transforms() (in module imgutils.preprocess.torchvision)": [[59, "imgutils.preprocess.torchvision.parse_torchvision_transforms"]], "register_torchvision_parse() (in module imgutils.preprocess.torchvision)": [[59, "imgutils.preprocess.torchvision.register_torchvision_parse"]], "register_torchvision_transform() (in module imgutils.preprocess.torchvision)": [[59, "imgutils.preprocess.torchvision.register_torchvision_transform"]], "notprocessortypeerror (class in imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.NotProcessorTypeError"]], "convert_to_size_dict() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.convert_to_size_dict"]], "create_bit_transforms() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_bit_transforms"]], "create_blip_transforms() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_blip_transforms"]], "create_clip_transforms() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_clip_transforms"]], "create_convnext_transforms() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_convnext_transforms"]], "create_mobilenetv2_transforms() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_mobilenetv2_transforms"]], "create_siglip_transforms() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_siglip_transforms"]], "create_transforms_from_bit_processor() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_transforms_from_bit_processor"]], "create_transforms_from_blip_processor() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_transforms_from_blip_processor"]], "create_transforms_from_clip_processor() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_transforms_from_clip_processor"]], "create_transforms_from_convnext_processor() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_transforms_from_convnext_processor"]], "create_transforms_from_mobilenetv2_processor() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_transforms_from_mobilenetv2_processor"]], "create_transforms_from_siglip_processor() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_transforms_from_siglip_processor"]], "create_transforms_from_transformers() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_transforms_from_transformers"]], "create_transforms_from_vit_processor() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_transforms_from_vit_processor"]], "create_vit_transforms() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.create_vit_transforms"]], "get_size_dict() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.get_size_dict"]], "imgutils.preprocess.transformers": [[60, "module-imgutils.preprocess.transformers"]], "is_valid_size_dict() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.is_valid_size_dict"]], "register_creators_for_transformers() (in module imgutils.preprocess.transformers)": [[60, "imgutils.preprocess.transformers.register_creators_for_transformers"]], "backgroundimageset (class in imgutils.resource.background)": [[61, "imgutils.resource.background.BackgroundImageSet"]], "__init__() (imgutils.resource.background.backgroundimageset method)": [[61, "imgutils.resource.background.BackgroundImageSet.__init__"]], "get_bg_image() (in module imgutils.resource.background)": [[61, "imgutils.resource.background.get_bg_image"]], "get_bg_image_file() (in module imgutils.resource.background)": [[61, "imgutils.resource.background.get_bg_image_file"]], "get_image() (imgutils.resource.background.backgroundimageset method)": [[61, "imgutils.resource.background.BackgroundImageSet.get_image"]], "get_image_file() (imgutils.resource.background.backgroundimageset method)": [[61, "imgutils.resource.background.BackgroundImageSet.get_image_file"]], "imgutils.resource.background": [[61, "module-imgutils.resource.background"]], "list_bg_image_files() (in module imgutils.resource.background)": [[61, "imgutils.resource.background.list_bg_image_files"]], "list_image_files() (imgutils.resource.background.backgroundimageset method)": [[61, "imgutils.resource.background.BackgroundImageSet.list_image_files"]], "random_bg_image() (in module imgutils.resource.background)": [[61, "imgutils.resource.background.random_bg_image"]], "random_bg_image_file() (in module imgutils.resource.background)": [[61, "imgutils.resource.background.random_bg_image_file"]], "random_image() (imgutils.resource.background.backgroundimageset method)": [[61, "imgutils.resource.background.BackgroundImageSet.random_image"]], "random_image_file() (imgutils.resource.background.backgroundimageset method)": [[61, "imgutils.resource.background.BackgroundImageSet.random_image_file"]], "imgutils.resource": [[62, "module-imgutils.resource"]], "imgutils.restore.adversarial": [[63, "module-imgutils.restore.adversarial"]], "remove_adversarial_noise() (in module imgutils.restore.adversarial)": [[63, "imgutils.restore.adversarial.remove_adversarial_noise"]], "imgutils.restore": [[64, "module-imgutils.restore"]], "imgutils.restore.nafnet": [[65, "module-imgutils.restore.nafnet"]], "restore_with_nafnet() (in module imgutils.restore.nafnet)": [[65, "imgutils.restore.nafnet.restore_with_nafnet"]], "imgutils.restore.scunet": [[66, "module-imgutils.restore.scunet"]], "restore_with_scunet() (in module imgutils.restore.scunet)": [[66, "imgutils.restore.scunet.restore_with_scunet"]], "imgutils.sd": [[67, "module-imgutils.sd"]], "sdmetadata (class in imgutils.sd.metadata)": [[68, "imgutils.sd.metadata.SDMetaData"]], "__str__() (imgutils.sd.metadata.sdmetadata method)": [[68, "imgutils.sd.metadata.SDMetaData.__str__"]], "get_sdmeta_from_image() (in module imgutils.sd.metadata)": [[68, "imgutils.sd.metadata.get_sdmeta_from_image"]], "imgutils.sd.metadata": [[68, "module-imgutils.sd.metadata"]], "parse_sdmeta_from_text() (in module imgutils.sd.metadata)": [[68, "imgutils.sd.metadata.parse_sdmeta_from_text"]], "pnginfo (imgutils.sd.metadata.sdmetadata property)": [[68, "imgutils.sd.metadata.SDMetaData.pnginfo"]], "save_image_with_sdmeta() (in module imgutils.sd.metadata)": [[68, "imgutils.sd.metadata.save_image_with_sdmeta"]], "text (imgutils.sd.metadata.sdmetadata property)": [[68, "imgutils.sd.metadata.SDMetaData.text"]], "imgutils.sd.model": [[69, "module-imgutils.sd.model"]], "read_metadata() (in module imgutils.sd.model)": [[69, "imgutils.sd.model.read_metadata"]], "save_with_metadata() (in module imgutils.sd.model)": [[69, "imgutils.sd.model.save_with_metadata"]], "naimetadata (class in imgutils.sd.nai)": [[70, "imgutils.sd.nai.NAIMetaData"], [70, "imgutils.sd.nai.NAIMetadata"]], "__init__() (imgutils.sd.nai.naimetadata method)": [[70, "imgutils.sd.nai.NAIMetaData.__init__"]], "add_naimeta_to_image() (in module imgutils.sd.nai)": [[70, "imgutils.sd.nai.add_naimeta_to_image"]], "get_naimeta_from_image() (in module imgutils.sd.nai)": [[70, "imgutils.sd.nai.get_naimeta_from_image"]], "imgutils.sd.nai": [[70, "module-imgutils.sd.nai"]], "pnginfo (imgutils.sd.nai.naimetadata property)": [[70, "imgutils.sd.nai.NAIMetaData.pnginfo"]], "save_image_with_naimeta() (in module imgutils.sd.nai)": [[70, "imgutils.sd.nai.save_image_with_naimeta"]], "imgutils.segment": [[71, "module-imgutils.segment"]], "get_isnetis_mask() (in module imgutils.segment.isnetis)": [[72, "imgutils.segment.isnetis.get_isnetis_mask"]], "imgutils.segment.isnetis": [[72, "module-imgutils.segment.isnetis"]], "segment_rgba_with_isnetis() (in module imgutils.segment.isnetis)": [[72, "imgutils.segment.isnetis.segment_rgba_with_isnetis"]], "segment_with_isnetis() (in module imgutils.segment.isnetis)": [[72, "imgutils.segment.isnetis.segment_with_isnetis"]], "drop_blacklisted_tags() (in module imgutils.tagging.blacklist)": [[73, "imgutils.tagging.blacklist.drop_blacklisted_tags"]], "imgutils.tagging.blacklist": [[73, "module-imgutils.tagging.blacklist"]], "is_blacklisted() (in module imgutils.tagging.blacklist)": [[73, "imgutils.tagging.blacklist.is_blacklisted"]], "char_prefixes (in module imgutils.tagging.character)": [[74, "imgutils.tagging.character.CHAR_PREFIXES"]], "char_suffixes (in module imgutils.tagging.character)": [[74, "imgutils.tagging.character.CHAR_SUFFIXES"]], "char_whitelist_prefix (in module imgutils.tagging.character)": [[74, "imgutils.tagging.character.CHAR_WHITELIST_PREFIX"]], "char_whitelist_suffix (in module imgutils.tagging.character)": [[74, "imgutils.tagging.character.CHAR_WHITELIST_SUFFIX"]], "char_whitelist_word (in module imgutils.tagging.character)": [[74, "imgutils.tagging.character.CHAR_WHITELIST_WORD"]], "charactertagpool (class in imgutils.tagging.character)": [[74, "imgutils.tagging.character.CharacterTagPool"]], "__init__() (imgutils.tagging.character.charactertagpool method)": [[74, "imgutils.tagging.character.CharacterTagPool.__init__"]], "drop_basic_character_tags() (imgutils.tagging.character.charactertagpool method)": [[74, "imgutils.tagging.character.CharacterTagPool.drop_basic_character_tags"]], "drop_basic_character_tags() (in module imgutils.tagging.character)": [[74, "imgutils.tagging.character.drop_basic_character_tags"]], "imgutils.tagging.character": [[74, "module-imgutils.tagging.character"]], "is_basic_character_tag() (imgutils.tagging.character.charactertagpool method)": [[74, "imgutils.tagging.character.CharacterTagPool.is_basic_character_tag"]], "is_basic_character_tag() (in module imgutils.tagging.character)": [[74, "imgutils.tagging.character.is_basic_character_tag"]], "get_deepdanbooru_tags() (in module imgutils.tagging.deepdanbooru)": [[75, "imgutils.tagging.deepdanbooru.get_deepdanbooru_tags"]], "imgutils.tagging.deepdanbooru": [[75, "module-imgutils.tagging.deepdanbooru"]], "get_deepgelbooru_tags() (in module imgutils.tagging.deepgelbooru)": [[76, "imgutils.tagging.deepgelbooru.get_deepgelbooru_tags"]], "imgutils.tagging.deepgelbooru": [[76, "module-imgutils.tagging.deepgelbooru"]], "add_underline() (in module imgutils.tagging.format)": [[77, "imgutils.tagging.format.add_underline"]], "imgutils.tagging.format": [[77, "module-imgutils.tagging.format"]], "remove_underline() (in module imgutils.tagging.format)": [[77, "imgutils.tagging.format.remove_underline"]], "tags_to_text() (in module imgutils.tagging.format)": [[77, "imgutils.tagging.format.tags_to_text"]], "imgutils.tagging": [[78, "module-imgutils.tagging"]], "imgutils.tagging.match": [[79, "module-imgutils.tagging.match"]], "tag_match_full() (in module imgutils.tagging.match)": [[79, "imgutils.tagging.match.tag_match_full"]], "tag_match_prefix() (in module imgutils.tagging.match)": [[79, "imgutils.tagging.match.tag_match_prefix"]], "tag_match_suffix() (in module imgutils.tagging.match)": [[79, "imgutils.tagging.match.tag_match_suffix"]], "get_mldanbooru_tags() (in module imgutils.tagging.mldanbooru)": [[80, "imgutils.tagging.mldanbooru.get_mldanbooru_tags"]], "imgutils.tagging.mldanbooru": [[80, "module-imgutils.tagging.mldanbooru"]], "imgutils.tagging.order": [[81, "module-imgutils.tagging.order"]], "sort_tags() (in module imgutils.tagging.order)": [[81, "imgutils.tagging.order.sort_tags"]], "drop_overlap_tags() (in module imgutils.tagging.overlap)": [[82, "imgutils.tagging.overlap.drop_overlap_tags"]], "imgutils.tagging.overlap": [[82, "module-imgutils.tagging.overlap"]], "convert_wd14_emb_to_prediction() (in module imgutils.tagging.wd14)": [[83, "imgutils.tagging.wd14.convert_wd14_emb_to_prediction"]], "denormalize_wd14_emb() (in module imgutils.tagging.wd14)": [[83, "imgutils.tagging.wd14.denormalize_wd14_emb"]], "get_wd14_tags() (in module imgutils.tagging.wd14)": [[83, "imgutils.tagging.wd14.get_wd14_tags"]], "imgutils.tagging.wd14": [[83, "module-imgutils.tagging.wd14"]], "imgutils.upscale.cdc": [[84, "module-imgutils.upscale.cdc"]], "upscale_with_cdc() (in module imgutils.upscale.cdc)": [[84, "imgutils.upscale.cdc.upscale_with_cdc"]], "imgutils.upscale": [[85, "module-imgutils.upscale"]], "imgutils.utils.cache": [[86, "module-imgutils.utils.cache"]], "ts_lru_cache() (in module imgutils.utils.cache)": [[86, "imgutils.utils.cache.ts_lru_cache"]], "imgutils.utils.func": [[87, "module-imgutils.utils.func"]], "sigmoid() (in module imgutils.utils.func)": [[87, "imgutils.utils.func.sigmoid"]], "imgutils.utils": [[88, "module-imgutils.utils"]], "get_onnx_provider() (in module imgutils.utils.onnxruntime)": [[89, "imgutils.utils.onnxruntime.get_onnx_provider"]], "imgutils.utils.onnxruntime": [[89, "module-imgutils.utils.onnxruntime"]], "open_onnx_model() (in module imgutils.utils.onnxruntime)": [[89, "imgutils.utils.onnxruntime.open_onnx_model"]], "get_ai_created_score() (in module imgutils.validate.aicheck)": [[90, "imgutils.validate.aicheck.get_ai_created_score"]], "imgutils.validate.aicheck": [[90, "module-imgutils.validate.aicheck"]], "is_ai_created() (in module imgutils.validate.aicheck)": [[90, "imgutils.validate.aicheck.is_ai_created"]], "anime_bangumi_char() (in module imgutils.validate.bangumi_char)": [[91, "imgutils.validate.bangumi_char.anime_bangumi_char"]], "anime_bangumi_char_score() (in module imgutils.validate.bangumi_char)": [[91, "imgutils.validate.bangumi_char.anime_bangumi_char_score"]], "imgutils.validate.bangumi_char": [[91, "module-imgutils.validate.bangumi_char"]], "anime_classify() (in module imgutils.validate.classify)": [[92, "imgutils.validate.classify.anime_classify"]], "anime_classify_score() (in module imgutils.validate.classify)": [[92, "imgutils.validate.classify.anime_classify_score"]], "imgutils.validate.classify": [[92, "module-imgutils.validate.classify"]], "imgutils.validate.color": [[93, "module-imgutils.validate.color"]], "is_greyscale() (in module imgutils.validate.color)": [[93, "imgutils.validate.color.is_greyscale"]], "anime_completeness() (in module imgutils.validate.completeness)": [[94, "imgutils.validate.completeness.anime_completeness"]], "anime_completeness_score() (in module imgutils.validate.completeness)": [[94, "imgutils.validate.completeness.anime_completeness_score"]], "imgutils.validate.completeness": [[94, "module-imgutils.validate.completeness"]], "anime_dbrating() (in module imgutils.validate.dbrating)": [[95, "imgutils.validate.dbrating.anime_dbrating"]], "anime_dbrating_score() (in module imgutils.validate.dbrating)": [[95, "imgutils.validate.dbrating.anime_dbrating_score"]], "imgutils.validate.dbrating": [[95, "module-imgutils.validate.dbrating"]], "anime_furry() (in module imgutils.validate.furry)": [[96, "imgutils.validate.furry.anime_furry"]], "anime_furry_score() (in module imgutils.validate.furry)": [[96, "imgutils.validate.furry.anime_furry_score"]], "imgutils.validate.furry": [[96, "module-imgutils.validate.furry"]], "imgutils.validate": [[97, "module-imgutils.validate"]], "get_monochrome_score() (in module imgutils.validate.monochrome)": [[98, "imgutils.validate.monochrome.get_monochrome_score"]], "imgutils.validate.monochrome": [[98, "module-imgutils.validate.monochrome"]], "is_monochrome() (in module imgutils.validate.monochrome)": [[98, "imgutils.validate.monochrome.is_monochrome"]], "imgutils.validate.nsfw": [[99, "module-imgutils.validate.nsfw"]], "nsfw_pred() (in module imgutils.validate.nsfw)": [[99, "imgutils.validate.nsfw.nsfw_pred"]], "nsfw_pred_score() (in module imgutils.validate.nsfw)": [[99, "imgutils.validate.nsfw.nsfw_pred_score"]], "anime_portrait() (in module imgutils.validate.portrait)": [[100, "imgutils.validate.portrait.anime_portrait"]], "anime_portrait_score() (in module imgutils.validate.portrait)": [[100, "imgutils.validate.portrait.anime_portrait_score"]], "imgutils.validate.portrait": [[100, "module-imgutils.validate.portrait"]], "anime_rating() (in module imgutils.validate.rating)": [[101, "imgutils.validate.rating.anime_rating"]], "anime_rating_score() (in module imgutils.validate.rating)": [[101, "imgutils.validate.rating.anime_rating_score"]], "imgutils.validate.rating": [[101, "module-imgutils.validate.rating"]], "anime_real() (in module imgutils.validate.real)": [[102, "imgutils.validate.real.anime_real"]], "anime_real_score() (in module imgutils.validate.real)": [[102, "imgutils.validate.real.anime_real_score"]], "imgutils.validate.real": [[102, "module-imgutils.validate.real"]], "imgutils.validate.safe": [[103, "module-imgutils.validate.safe"]], "safe_check() (in module imgutils.validate.safe)": [[103, "imgutils.validate.safe.safe_check"]], "safe_check_score() (in module imgutils.validate.safe)": [[103, "imgutils.validate.safe.safe_check_score"]], "anime_style_age() (in module imgutils.validate.style_age)": [[104, "imgutils.validate.style_age.anime_style_age"]], "anime_style_age_score() (in module imgutils.validate.style_age)": [[104, "imgutils.validate.style_age.anime_style_age_score"]], "imgutils.validate.style_age": [[104, "module-imgutils.validate.style_age"]], "anime_teen() (in module imgutils.validate.teen)": [[105, "imgutils.validate.teen.anime_teen"]], "anime_teen_score() (in module imgutils.validate.teen)": [[105, "imgutils.validate.teen.anime_teen_score"]], "imgutils.validate.teen": [[105, "module-imgutils.validate.teen"]], "imgutils.validate.truncate": [[106, "module-imgutils.validate.truncate"]], "is_truncated_file() (in module imgutils.validate.truncate)": [[106, "imgutils.validate.truncate.is_truncated_file"]]}}) \ No newline at end of file diff --git a/dev/pt/.buildinfo b/dev/pt/.buildinfo index dd7df81f85af2b5d33afa8755854f5da463a5717..ed72534ce75cb306f5d879059ccb35c166311627 100644 --- a/dev/pt/.buildinfo +++ b/dev/pt/.buildinfo @@ -1,4 +1,4 @@ # Sphinx build info version 1 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done. -config: 8dbdb76541b25ee5ed107314e6c04e18 +config: 07ad09813698d5ccb9a28ae901aca2ff tags: 645f666f9bcd5a90fca523b33c5a78b7 diff --git a/dev/pt/.doctrees/api_doc/ascii/drawing.doctree b/dev/pt/.doctrees/api_doc/ascii/drawing.doctree index 92c5dd785f9ff8a5349c83c5eca1c7cb314598cf..b42e8f170119d214cda8cbeba238dd2f34ac4fb4 100644 Binary files a/dev/pt/.doctrees/api_doc/ascii/drawing.doctree and b/dev/pt/.doctrees/api_doc/ascii/drawing.doctree differ diff --git a/dev/pt/.doctrees/api_doc/ascii/index.doctree b/dev/pt/.doctrees/api_doc/ascii/index.doctree index 03d03e2db88f9853ec33ace4bb1cc10fb3b1bb08..65d40eedda3828af958db8efa87d2792629cb8ed 100644 Binary files a/dev/pt/.doctrees/api_doc/ascii/index.doctree and b/dev/pt/.doctrees/api_doc/ascii/index.doctree differ diff --git a/dev/pt/.doctrees/api_doc/config/index.doctree b/dev/pt/.doctrees/api_doc/config/index.doctree index 80d531582fa0ca7f81312d88846131dc4c5fbe05..6ecad1c4653dca0c04c3564abbf127c3a7c7549f 100644 Binary files a/dev/pt/.doctrees/api_doc/config/index.doctree and b/dev/pt/.doctrees/api_doc/config/index.doctree differ diff --git a/dev/pt/.doctrees/api_doc/config/meta.doctree b/dev/pt/.doctrees/api_doc/config/meta.doctree index d0be0cd977eb4185887235749ad5400d61f90ad1..52f1be1851b700a4fd2c9589c166878999180fcb 100644 Binary files a/dev/pt/.doctrees/api_doc/config/meta.doctree and b/dev/pt/.doctrees/api_doc/config/meta.doctree differ diff --git a/dev/pt/.doctrees/api_doc/data/background.doctree b/dev/pt/.doctrees/api_doc/data/background.doctree index 91c4807ab43614680ed9aa89abe694fd759cb686..06b3e8a30f7b64a9fe89baa735beb9e126f4586b 100644 Binary files a/dev/pt/.doctrees/api_doc/data/background.doctree and b/dev/pt/.doctrees/api_doc/data/background.doctree differ diff --git a/dev/pt/.doctrees/api_doc/data/blob.doctree b/dev/pt/.doctrees/api_doc/data/blob.doctree index fa3ffbee57412ef4c9a29feea57a3eb0898ca667..3b8c5724137d2d81fdc0ac75bc60adc0637513fc 100644 Binary files a/dev/pt/.doctrees/api_doc/data/blob.doctree and b/dev/pt/.doctrees/api_doc/data/blob.doctree differ diff --git a/dev/pt/.doctrees/api_doc/data/decode.doctree b/dev/pt/.doctrees/api_doc/data/decode.doctree index f5523c6da11a8ae308ff1f908ac20b36f8f5a8a2..f0255466d3d3eeb7b81c26d590ca6af9dce1c6d5 100644 Binary files a/dev/pt/.doctrees/api_doc/data/decode.doctree and b/dev/pt/.doctrees/api_doc/data/decode.doctree differ diff --git a/dev/pt/.doctrees/api_doc/data/encode.doctree b/dev/pt/.doctrees/api_doc/data/encode.doctree index 04da122f306a61d5eab9406d9773f31ee7421ab3..de5020cff705f654929576e9695c5aa3c4d44424 100644 Binary files a/dev/pt/.doctrees/api_doc/data/encode.doctree and b/dev/pt/.doctrees/api_doc/data/encode.doctree differ diff --git a/dev/pt/.doctrees/api_doc/data/image.doctree b/dev/pt/.doctrees/api_doc/data/image.doctree index d21374654e2377754aeed142b73f23c705da51b3..a58cb6023836a2e543912185d6257b1e8512ea9d 100644 Binary files a/dev/pt/.doctrees/api_doc/data/image.doctree and b/dev/pt/.doctrees/api_doc/data/image.doctree differ diff --git a/dev/pt/.doctrees/api_doc/data/index.doctree b/dev/pt/.doctrees/api_doc/data/index.doctree index 4a05cf8b4ddc2536a5bddce1ae033cbdb5b0fe56..882fe6b0e9b897b3153add477f7129d5aa943eec 100644 Binary files a/dev/pt/.doctrees/api_doc/data/index.doctree and b/dev/pt/.doctrees/api_doc/data/index.doctree differ diff --git a/dev/pt/.doctrees/api_doc/data/layer.doctree b/dev/pt/.doctrees/api_doc/data/layer.doctree index c7d60706f697e25acc3c6c1dace55e82946ee012..e25d94af1eb068dfd66050b3b219eb298a82decf 100644 Binary files a/dev/pt/.doctrees/api_doc/data/layer.doctree and b/dev/pt/.doctrees/api_doc/data/layer.doctree differ diff --git a/dev/pt/.doctrees/api_doc/data/url.doctree b/dev/pt/.doctrees/api_doc/data/url.doctree index 506d045a92a0df470fbdcd708058ae39025095ec..6c4d603fc84accbdf09a33026088ae201851b392 100644 Binary files a/dev/pt/.doctrees/api_doc/data/url.doctree and b/dev/pt/.doctrees/api_doc/data/url.doctree differ diff --git a/dev/pt/.doctrees/api_doc/detect/booru_yolo.doctree b/dev/pt/.doctrees/api_doc/detect/booru_yolo.doctree index e4bca7c27b9f93a794a8a3b9cc3a414fc6f1672f..1d7cf87d81a3a46747552ee4b2a912e240d6356f 100644 Binary files a/dev/pt/.doctrees/api_doc/detect/booru_yolo.doctree and b/dev/pt/.doctrees/api_doc/detect/booru_yolo.doctree differ diff --git a/dev/pt/.doctrees/api_doc/detect/censor.doctree b/dev/pt/.doctrees/api_doc/detect/censor.doctree index 821b90ac11e19ede74e118ee62278438b4a03545..03ee94488b1f9f6ab0fc2f0d88d905f51f06c1cb 100644 Binary files a/dev/pt/.doctrees/api_doc/detect/censor.doctree and b/dev/pt/.doctrees/api_doc/detect/censor.doctree differ diff --git a/dev/pt/.doctrees/api_doc/detect/eye.doctree b/dev/pt/.doctrees/api_doc/detect/eye.doctree index 5b321962548e22eb05b2eaa7ffdf63ba15f0c23e..a20def570f16999ef5e5513e6c26c267251221a0 100644 Binary files a/dev/pt/.doctrees/api_doc/detect/eye.doctree and b/dev/pt/.doctrees/api_doc/detect/eye.doctree differ diff --git a/dev/pt/.doctrees/api_doc/detect/face.doctree b/dev/pt/.doctrees/api_doc/detect/face.doctree index 3135232f2e6b8465df8dbf0ad209d6c64470b1ef..90db44a1d4b085e4ee4bee7bb3e38a1f42ab8153 100644 Binary files a/dev/pt/.doctrees/api_doc/detect/face.doctree and b/dev/pt/.doctrees/api_doc/detect/face.doctree differ diff --git a/dev/pt/.doctrees/api_doc/detect/halfbody.doctree b/dev/pt/.doctrees/api_doc/detect/halfbody.doctree index 160bac592758caa8a523a5202aaec9a9dad8502a..39d10109e0b0e1c486e690d9c46f38980c945811 100644 Binary files a/dev/pt/.doctrees/api_doc/detect/halfbody.doctree and b/dev/pt/.doctrees/api_doc/detect/halfbody.doctree differ diff --git a/dev/pt/.doctrees/api_doc/detect/hand.doctree b/dev/pt/.doctrees/api_doc/detect/hand.doctree index 1d852011bc2b2aa3c20dc8cb89d5604a2a8e44d0..6dbc040ce861d879bc5eb1cf499171a42871a188 100644 Binary files a/dev/pt/.doctrees/api_doc/detect/hand.doctree and b/dev/pt/.doctrees/api_doc/detect/hand.doctree differ diff --git a/dev/pt/.doctrees/api_doc/detect/head.doctree b/dev/pt/.doctrees/api_doc/detect/head.doctree index 27d9530eda71f6d07aa30dad593d4579b7e710fe..68bdd16784c254e820025dba17cc44ae2da80219 100644 Binary files a/dev/pt/.doctrees/api_doc/detect/head.doctree and b/dev/pt/.doctrees/api_doc/detect/head.doctree differ diff --git a/dev/pt/.doctrees/api_doc/detect/index.doctree b/dev/pt/.doctrees/api_doc/detect/index.doctree index 6249f66ea6085c73459183378d1ac84f9f8f8107..d3ce0384a7a136c7f4d9a0e12ef43cc277e090e4 100644 Binary files a/dev/pt/.doctrees/api_doc/detect/index.doctree and b/dev/pt/.doctrees/api_doc/detect/index.doctree differ diff --git a/dev/pt/.doctrees/api_doc/detect/nudenet.doctree b/dev/pt/.doctrees/api_doc/detect/nudenet.doctree index 4a7ba11712ee829d831fc118391f7eaa5ee0095a..3b61ae622051121d846b9c9abe708c077a369a71 100644 Binary files a/dev/pt/.doctrees/api_doc/detect/nudenet.doctree and b/dev/pt/.doctrees/api_doc/detect/nudenet.doctree differ diff --git a/dev/pt/.doctrees/api_doc/detect/person.doctree b/dev/pt/.doctrees/api_doc/detect/person.doctree index 97a4daca6ef3ca9dcd911b50e0d1dfdaf3fac1f6..4a704550397a1c24d19c7f8eadd08656c6390dbc 100644 Binary files a/dev/pt/.doctrees/api_doc/detect/person.doctree and b/dev/pt/.doctrees/api_doc/detect/person.doctree differ diff --git a/dev/pt/.doctrees/api_doc/detect/similarity.doctree b/dev/pt/.doctrees/api_doc/detect/similarity.doctree index 2db1019c3e0ffc880bf620f0cdb999cb91658411..a5776537d13894d3a5c504aa1a8f03d31922b4c9 100644 Binary files a/dev/pt/.doctrees/api_doc/detect/similarity.doctree and b/dev/pt/.doctrees/api_doc/detect/similarity.doctree differ diff --git a/dev/pt/.doctrees/api_doc/detect/text.doctree b/dev/pt/.doctrees/api_doc/detect/text.doctree index da214baca237932994bd18265581ccf735ea7faa..e2880b564efb8e535baa51e747a3cd2fea4ba239 100644 Binary files a/dev/pt/.doctrees/api_doc/detect/text.doctree and b/dev/pt/.doctrees/api_doc/detect/text.doctree differ diff --git a/dev/pt/.doctrees/api_doc/detect/visual.doctree b/dev/pt/.doctrees/api_doc/detect/visual.doctree index a6ca9d34f8704e51f7b3bf041cc8ca34346b2368..46510b024bfa90143182709097fcaab3d44aca8a 100644 Binary files a/dev/pt/.doctrees/api_doc/detect/visual.doctree and b/dev/pt/.doctrees/api_doc/detect/visual.doctree differ diff --git a/dev/pt/.doctrees/api_doc/edge/canny.doctree b/dev/pt/.doctrees/api_doc/edge/canny.doctree index 53adafb1c8890c8d18913b21d3bc348e705fc096..86136acce7902162a5e40b907042a728253421ab 100644 Binary files a/dev/pt/.doctrees/api_doc/edge/canny.doctree and b/dev/pt/.doctrees/api_doc/edge/canny.doctree differ diff --git a/dev/pt/.doctrees/api_doc/edge/index.doctree b/dev/pt/.doctrees/api_doc/edge/index.doctree index 26aeecc1cbbe36bb88f492058ddbb366dabf0c9a..af84a858bd7a5279525758e7d1029a45531b9564 100644 Binary files a/dev/pt/.doctrees/api_doc/edge/index.doctree and b/dev/pt/.doctrees/api_doc/edge/index.doctree differ diff --git a/dev/pt/.doctrees/api_doc/edge/lineart.doctree b/dev/pt/.doctrees/api_doc/edge/lineart.doctree index dbf1979d476ebafa46917c590ad69b3e1eb02955..6364e1b67eee3ea57f50007d48b76a2365fc6a7c 100644 Binary files a/dev/pt/.doctrees/api_doc/edge/lineart.doctree and b/dev/pt/.doctrees/api_doc/edge/lineart.doctree differ diff --git a/dev/pt/.doctrees/api_doc/edge/lineart_anime.doctree b/dev/pt/.doctrees/api_doc/edge/lineart_anime.doctree index 28376a89e98386b7d095ea05cd4478fcae28eaf3..c21c86376b92d167377760aec8383d2d8c3b1ae4 100644 Binary files a/dev/pt/.doctrees/api_doc/edge/lineart_anime.doctree and b/dev/pt/.doctrees/api_doc/edge/lineart_anime.doctree differ diff --git a/dev/pt/.doctrees/api_doc/generic/classify.doctree b/dev/pt/.doctrees/api_doc/generic/classify.doctree index d9e4fbbd088a2c4fb77ed7b2d4a25143d64bc14f..4c0e0ab255c077c09137ec9cfc9cd2dca4a53f0b 100644 Binary files a/dev/pt/.doctrees/api_doc/generic/classify.doctree and b/dev/pt/.doctrees/api_doc/generic/classify.doctree differ diff --git a/dev/pt/.doctrees/api_doc/generic/clip.doctree b/dev/pt/.doctrees/api_doc/generic/clip.doctree index e1f339c955f214f4e241292274d595cce4b7339e..8ca414031554c66632a166f28f51902fc38f5c5e 100644 Binary files a/dev/pt/.doctrees/api_doc/generic/clip.doctree and b/dev/pt/.doctrees/api_doc/generic/clip.doctree differ diff --git a/dev/pt/.doctrees/api_doc/generic/enhance.doctree b/dev/pt/.doctrees/api_doc/generic/enhance.doctree index 83d732b10675bb73f04efc44c3b5ae47eff9a0c7..280d94e512ba9a47160733bed88f2105eeff2498 100644 Binary files a/dev/pt/.doctrees/api_doc/generic/enhance.doctree and b/dev/pt/.doctrees/api_doc/generic/enhance.doctree differ diff --git a/dev/pt/.doctrees/api_doc/generic/index.doctree b/dev/pt/.doctrees/api_doc/generic/index.doctree index f95eeba813583f62299f5a047586e7a720fadbe4..a4c8c37f5ec25c546b1c47cefdeab98aa98cdd2e 100644 Binary files a/dev/pt/.doctrees/api_doc/generic/index.doctree and b/dev/pt/.doctrees/api_doc/generic/index.doctree differ diff --git a/dev/pt/.doctrees/api_doc/generic/siglip.doctree b/dev/pt/.doctrees/api_doc/generic/siglip.doctree index c71fb70e7d20c83d626546199bd3108f02d792eb..cf792242eb0bc4e537adf7654b98fe837314257d 100644 Binary files a/dev/pt/.doctrees/api_doc/generic/siglip.doctree and b/dev/pt/.doctrees/api_doc/generic/siglip.doctree differ diff --git a/dev/pt/.doctrees/api_doc/generic/yolo.doctree b/dev/pt/.doctrees/api_doc/generic/yolo.doctree index c245c48d74fcd9807ae16b50ec7be34bbdd31081..fb1234d978ec50a7ebe90827cc9dabfa38ec0480 100644 Binary files a/dev/pt/.doctrees/api_doc/generic/yolo.doctree and b/dev/pt/.doctrees/api_doc/generic/yolo.doctree differ diff --git a/dev/pt/.doctrees/api_doc/metadata/geninfo.doctree b/dev/pt/.doctrees/api_doc/metadata/geninfo.doctree index 8dbd682eef38fd225965be70e92e0de7228b746c..64b253e2ddf77960b53bbeecfe6858247768c6fa 100644 Binary files a/dev/pt/.doctrees/api_doc/metadata/geninfo.doctree and b/dev/pt/.doctrees/api_doc/metadata/geninfo.doctree differ diff --git a/dev/pt/.doctrees/api_doc/metadata/index.doctree b/dev/pt/.doctrees/api_doc/metadata/index.doctree index ffe1331bf030c1b4fcbb25afae994b7d3b28950d..e3cc5d3742e7d05e54121e1f2f596969c63033a1 100644 Binary files a/dev/pt/.doctrees/api_doc/metadata/index.doctree and b/dev/pt/.doctrees/api_doc/metadata/index.doctree differ diff --git a/dev/pt/.doctrees/api_doc/metadata/lsb.doctree b/dev/pt/.doctrees/api_doc/metadata/lsb.doctree index bd93a580b04e90875928b30a7db016bbce667dd5..5db2f6fa39d14ac2aa3f178b15c3b860cceef68e 100644 Binary files a/dev/pt/.doctrees/api_doc/metadata/lsb.doctree and b/dev/pt/.doctrees/api_doc/metadata/lsb.doctree differ diff --git a/dev/pt/.doctrees/api_doc/metrics/aesthetic.doctree b/dev/pt/.doctrees/api_doc/metrics/aesthetic.doctree index dd002bcfda889440675d89e03974729c648d981c..da0c3d804c3a8c3f483d3978efe594cf3ab605fa 100644 Binary files a/dev/pt/.doctrees/api_doc/metrics/aesthetic.doctree and b/dev/pt/.doctrees/api_doc/metrics/aesthetic.doctree differ diff --git a/dev/pt/.doctrees/api_doc/metrics/ccip.doctree b/dev/pt/.doctrees/api_doc/metrics/ccip.doctree index 9783f178fc77a667e9646869bab75668615291b0..bb4828db906da9fa18ab877c2918a3ccf047bf5c 100644 Binary files a/dev/pt/.doctrees/api_doc/metrics/ccip.doctree and b/dev/pt/.doctrees/api_doc/metrics/ccip.doctree differ diff --git a/dev/pt/.doctrees/api_doc/metrics/dbaesthetic.doctree b/dev/pt/.doctrees/api_doc/metrics/dbaesthetic.doctree index 77cdccd1656b365f0b273622b31cc07971e0a5ca..b2a6845b45157c00f4aee17e4b457b4d80e34829 100644 Binary files a/dev/pt/.doctrees/api_doc/metrics/dbaesthetic.doctree and b/dev/pt/.doctrees/api_doc/metrics/dbaesthetic.doctree differ diff --git a/dev/pt/.doctrees/api_doc/metrics/index.doctree b/dev/pt/.doctrees/api_doc/metrics/index.doctree index d25a76f56ae74c663d3cb6bf8ed855118568ad6f..61f94a60d6f3aca4a60276c7035f80b1ca0c20a9 100644 Binary files a/dev/pt/.doctrees/api_doc/metrics/index.doctree and b/dev/pt/.doctrees/api_doc/metrics/index.doctree differ diff --git a/dev/pt/.doctrees/api_doc/metrics/laplacian.doctree b/dev/pt/.doctrees/api_doc/metrics/laplacian.doctree index e26d1347095558e2cbe2f6501583a14e587a0ffa..a8ec3779c119452fbd34ae8e68084a7744f7adf1 100644 Binary files a/dev/pt/.doctrees/api_doc/metrics/laplacian.doctree and b/dev/pt/.doctrees/api_doc/metrics/laplacian.doctree differ diff --git a/dev/pt/.doctrees/api_doc/metrics/lpips.doctree b/dev/pt/.doctrees/api_doc/metrics/lpips.doctree index bf402217836e1f2845517ab589310187925ccd71..ec12ceea1299b7b3211ffc87c6c35e33a64a7187 100644 Binary files a/dev/pt/.doctrees/api_doc/metrics/lpips.doctree and b/dev/pt/.doctrees/api_doc/metrics/lpips.doctree differ diff --git a/dev/pt/.doctrees/api_doc/metrics/psnr_.doctree b/dev/pt/.doctrees/api_doc/metrics/psnr_.doctree index 40904950b5955c1215c6960b960eadeb6af73175..8d335a1225f721631d828672a1e520ddb7e85430 100644 Binary files a/dev/pt/.doctrees/api_doc/metrics/psnr_.doctree and b/dev/pt/.doctrees/api_doc/metrics/psnr_.doctree differ diff --git a/dev/pt/.doctrees/api_doc/ocr/index.doctree b/dev/pt/.doctrees/api_doc/ocr/index.doctree index c513aa44609f98bd73362e113d8c549c0bbaddfe..94ca3b8a829ad7db3643f8aa6587a818b040cce8 100644 Binary files a/dev/pt/.doctrees/api_doc/ocr/index.doctree and b/dev/pt/.doctrees/api_doc/ocr/index.doctree differ diff --git a/dev/pt/.doctrees/api_doc/operate/align.doctree b/dev/pt/.doctrees/api_doc/operate/align.doctree index 9540e7942853c0afe7d61e2759efc5cc1631e3a9..709eb8d28c9c1e82dc91b1f7b123a13a4e78037a 100644 Binary files a/dev/pt/.doctrees/api_doc/operate/align.doctree and b/dev/pt/.doctrees/api_doc/operate/align.doctree differ diff --git a/dev/pt/.doctrees/api_doc/operate/censor.doctree b/dev/pt/.doctrees/api_doc/operate/censor.doctree index 7f2f4e2d8817af030d848376be48256a2be1e587..6032d5df6ff498bc6ad5d6cbe2f08dc5f3189dbf 100644 Binary files a/dev/pt/.doctrees/api_doc/operate/censor.doctree and b/dev/pt/.doctrees/api_doc/operate/censor.doctree differ diff --git a/dev/pt/.doctrees/api_doc/operate/imgcensor.doctree b/dev/pt/.doctrees/api_doc/operate/imgcensor.doctree index 8c1cc4a50861ba2c2aa6fbc63f2c8c2e2add7d60..66e94697da5b187b253a3fd440403feb20366a90 100644 Binary files a/dev/pt/.doctrees/api_doc/operate/imgcensor.doctree and b/dev/pt/.doctrees/api_doc/operate/imgcensor.doctree differ diff --git a/dev/pt/.doctrees/api_doc/operate/index.doctree b/dev/pt/.doctrees/api_doc/operate/index.doctree index ec364e1545a7edee2f6009d92930ce29a0153aab..f1b8f3d536299b12d19bd2b8849eab796db1d1e7 100644 Binary files a/dev/pt/.doctrees/api_doc/operate/index.doctree and b/dev/pt/.doctrees/api_doc/operate/index.doctree differ diff --git a/dev/pt/.doctrees/api_doc/operate/squeeze.doctree b/dev/pt/.doctrees/api_doc/operate/squeeze.doctree index 75624e2d1f619862fa6ae015778eff86ff8f063b..59636d5016ca5bd2db5fb1d9e472ac4663ceb473 100644 Binary files a/dev/pt/.doctrees/api_doc/operate/squeeze.doctree and b/dev/pt/.doctrees/api_doc/operate/squeeze.doctree differ diff --git a/dev/pt/.doctrees/api_doc/pose/dwpose.doctree b/dev/pt/.doctrees/api_doc/pose/dwpose.doctree index 854fa64ca428407de75af720e49985cec7f6a7a2..c0d9e05963722ff4a7140db20b808926d4d9170b 100644 Binary files a/dev/pt/.doctrees/api_doc/pose/dwpose.doctree and b/dev/pt/.doctrees/api_doc/pose/dwpose.doctree differ diff --git a/dev/pt/.doctrees/api_doc/pose/format.doctree b/dev/pt/.doctrees/api_doc/pose/format.doctree index 4f29f3689de3c888f5232709e7639eb59f4be6d0..71682ecaae41949ffc3170690ca4535d711525ac 100644 Binary files a/dev/pt/.doctrees/api_doc/pose/format.doctree and b/dev/pt/.doctrees/api_doc/pose/format.doctree differ diff --git a/dev/pt/.doctrees/api_doc/pose/index.doctree b/dev/pt/.doctrees/api_doc/pose/index.doctree index 5045a400e2835ad2fde9b867bd58fe084aa0c596..3cb96a02ed15c15c1f5453d9c041c65da130ee82 100644 Binary files a/dev/pt/.doctrees/api_doc/pose/index.doctree and b/dev/pt/.doctrees/api_doc/pose/index.doctree differ diff --git a/dev/pt/.doctrees/api_doc/pose/visual.doctree b/dev/pt/.doctrees/api_doc/pose/visual.doctree index 89f756f109f6d1b6dbc5ee942bc816bc43189388..95f4c9594cb1e0ab0d8665d17aafeae1022e4e6f 100644 Binary files a/dev/pt/.doctrees/api_doc/pose/visual.doctree and b/dev/pt/.doctrees/api_doc/pose/visual.doctree differ diff --git a/dev/pt/.doctrees/api_doc/preprocess/base.doctree b/dev/pt/.doctrees/api_doc/preprocess/base.doctree index b6a00ae8bb81481fff248ec2710fca12da994683..00fc2e9dd54f30f2fd14c8b7ffa9e3ad5932b3e9 100644 Binary files a/dev/pt/.doctrees/api_doc/preprocess/base.doctree and b/dev/pt/.doctrees/api_doc/preprocess/base.doctree differ diff --git a/dev/pt/.doctrees/api_doc/preprocess/index.doctree b/dev/pt/.doctrees/api_doc/preprocess/index.doctree index 3c8e15c4f3d2a7fed9ce5f83939eb34e05d1b8f7..cab20c8592bd852c1b37b1d23eb80cae0a173b88 100644 Binary files a/dev/pt/.doctrees/api_doc/preprocess/index.doctree and b/dev/pt/.doctrees/api_doc/preprocess/index.doctree differ diff --git a/dev/pt/.doctrees/api_doc/preprocess/pillow.doctree b/dev/pt/.doctrees/api_doc/preprocess/pillow.doctree index 779499486667eb8e442edbff39db3e4ef8432a94..6ace07e0368a470107ced8167b23f95d4526b31d 100644 Binary files a/dev/pt/.doctrees/api_doc/preprocess/pillow.doctree and b/dev/pt/.doctrees/api_doc/preprocess/pillow.doctree differ diff --git a/dev/pt/.doctrees/api_doc/preprocess/torchvision.doctree b/dev/pt/.doctrees/api_doc/preprocess/torchvision.doctree index 7baba92eb77125f71268d2a6f44c8bf9a211663a..e1d5ffa52a2c0ad7e1355b79b2bb32059841d17e 100644 Binary files a/dev/pt/.doctrees/api_doc/preprocess/torchvision.doctree and b/dev/pt/.doctrees/api_doc/preprocess/torchvision.doctree differ diff --git a/dev/pt/.doctrees/api_doc/preprocess/transformers.doctree b/dev/pt/.doctrees/api_doc/preprocess/transformers.doctree index 07ad1f99d1601593ef3a360eb8718626e25ed1aa..ba2087e8701fb04ff71db365f3e0725c8cc810ba 100644 Binary files a/dev/pt/.doctrees/api_doc/preprocess/transformers.doctree and b/dev/pt/.doctrees/api_doc/preprocess/transformers.doctree differ diff --git a/dev/pt/.doctrees/api_doc/resource/background.doctree b/dev/pt/.doctrees/api_doc/resource/background.doctree index 5f8ab54f9a8e6a6d266ad087902fe041cdf0c0b7..12a7ff30016207f8177a10dc65ff60284b50d89d 100644 Binary files a/dev/pt/.doctrees/api_doc/resource/background.doctree and b/dev/pt/.doctrees/api_doc/resource/background.doctree differ diff --git a/dev/pt/.doctrees/api_doc/resource/index.doctree b/dev/pt/.doctrees/api_doc/resource/index.doctree index f02877283d34d262309d9932e384d0d088c62d24..289cf748eed79c898b36a2fc42419b74c0574910 100644 Binary files a/dev/pt/.doctrees/api_doc/resource/index.doctree and b/dev/pt/.doctrees/api_doc/resource/index.doctree differ diff --git a/dev/pt/.doctrees/api_doc/restore/adversarial.doctree b/dev/pt/.doctrees/api_doc/restore/adversarial.doctree index 810525e6848bc21ddfa699e1b7cb7eb3d8f13f71..faab5a76e8afd359e7655e622f821f9dc3615741 100644 Binary files a/dev/pt/.doctrees/api_doc/restore/adversarial.doctree and b/dev/pt/.doctrees/api_doc/restore/adversarial.doctree differ diff --git a/dev/pt/.doctrees/api_doc/restore/index.doctree b/dev/pt/.doctrees/api_doc/restore/index.doctree index 7b87e22b4ab8e393824480a70a284370fa04426c..61e6051714c87db0a35978fb54ea2723add9e99e 100644 Binary files a/dev/pt/.doctrees/api_doc/restore/index.doctree and b/dev/pt/.doctrees/api_doc/restore/index.doctree differ diff --git a/dev/pt/.doctrees/api_doc/restore/nafnet.doctree b/dev/pt/.doctrees/api_doc/restore/nafnet.doctree index e75d409822c666c1aa8d8f2b15774e6f1796519d..91a1c5dc6d3d41015945e8009b8085fb1b51b078 100644 Binary files a/dev/pt/.doctrees/api_doc/restore/nafnet.doctree and b/dev/pt/.doctrees/api_doc/restore/nafnet.doctree differ diff --git a/dev/pt/.doctrees/api_doc/restore/scunet.doctree b/dev/pt/.doctrees/api_doc/restore/scunet.doctree index 339d63a7b205a84bc936a585ac49ea9ef6c75cb8..9c0154acd0251f043dae20ca718f9e19b9695cbb 100644 Binary files a/dev/pt/.doctrees/api_doc/restore/scunet.doctree and b/dev/pt/.doctrees/api_doc/restore/scunet.doctree differ diff --git a/dev/pt/.doctrees/api_doc/sd/index.doctree b/dev/pt/.doctrees/api_doc/sd/index.doctree index 2dbf4c73886ad2982c707ba8dde4f8fae50a9718..a1fcf635a9dc24fe96be1ef3494d3c3d4c60b835 100644 Binary files a/dev/pt/.doctrees/api_doc/sd/index.doctree and b/dev/pt/.doctrees/api_doc/sd/index.doctree differ diff --git a/dev/pt/.doctrees/api_doc/sd/metadata.doctree b/dev/pt/.doctrees/api_doc/sd/metadata.doctree index c86e7c3541dc748a3286fc7c8278cd98a7acdccf..d7ea5bd1ac2653bc19ae79afc46bc1eb6798e54a 100644 Binary files a/dev/pt/.doctrees/api_doc/sd/metadata.doctree and b/dev/pt/.doctrees/api_doc/sd/metadata.doctree differ diff --git a/dev/pt/.doctrees/api_doc/sd/model.doctree b/dev/pt/.doctrees/api_doc/sd/model.doctree index 06bbc33ee0a0b2d7a3da2211ec8ff8578045c925..b2727a1822fe3ed4034b4be3a2355fbc7cb7e6c7 100644 Binary files a/dev/pt/.doctrees/api_doc/sd/model.doctree and b/dev/pt/.doctrees/api_doc/sd/model.doctree differ diff --git a/dev/pt/.doctrees/api_doc/sd/nai.doctree b/dev/pt/.doctrees/api_doc/sd/nai.doctree index e0d66eb4f1a9d7e70324d0011d5109d2a1c0d28f..6b9ee8f102797fbf66a8aa42a8479f721a70d17f 100644 Binary files a/dev/pt/.doctrees/api_doc/sd/nai.doctree and b/dev/pt/.doctrees/api_doc/sd/nai.doctree differ diff --git a/dev/pt/.doctrees/api_doc/segment/index.doctree b/dev/pt/.doctrees/api_doc/segment/index.doctree index f4df0e40b05985c5bfac0603e203340da394a418..ba436c8f427188817ea4d8d191559e2d54ad46f8 100644 Binary files a/dev/pt/.doctrees/api_doc/segment/index.doctree and b/dev/pt/.doctrees/api_doc/segment/index.doctree differ diff --git a/dev/pt/.doctrees/api_doc/segment/isnetis.doctree b/dev/pt/.doctrees/api_doc/segment/isnetis.doctree index c42bf153a7e9c86c3cfab068f44db76b0d9b90e9..d6f9d3c4e15a00c30d32349232edc880f4079124 100644 Binary files a/dev/pt/.doctrees/api_doc/segment/isnetis.doctree and b/dev/pt/.doctrees/api_doc/segment/isnetis.doctree differ diff --git a/dev/pt/.doctrees/api_doc/tagging/blacklist.doctree b/dev/pt/.doctrees/api_doc/tagging/blacklist.doctree index 4f2aa28bfb29483ad708ea751f4df506321d43f8..b8c8cabd4d4ea1f43b5ef22f585606425e03ecf4 100644 Binary files a/dev/pt/.doctrees/api_doc/tagging/blacklist.doctree and b/dev/pt/.doctrees/api_doc/tagging/blacklist.doctree differ diff --git a/dev/pt/.doctrees/api_doc/tagging/character.doctree b/dev/pt/.doctrees/api_doc/tagging/character.doctree index b39617f8d41f3c832b0a0711eb20645bcd222c51..7596cd6aab309e0d3cb900cfa2d292dd19b32ee1 100644 Binary files a/dev/pt/.doctrees/api_doc/tagging/character.doctree and b/dev/pt/.doctrees/api_doc/tagging/character.doctree differ diff --git a/dev/pt/.doctrees/api_doc/tagging/deepdanbooru.doctree b/dev/pt/.doctrees/api_doc/tagging/deepdanbooru.doctree index 2b97c02148e83ba24cd0dcbcdbd52e00cdd2aa68..d9ead3e06d69f58ded6a06f6ff867f228ee597fe 100644 Binary files a/dev/pt/.doctrees/api_doc/tagging/deepdanbooru.doctree and b/dev/pt/.doctrees/api_doc/tagging/deepdanbooru.doctree differ diff --git a/dev/pt/.doctrees/api_doc/tagging/deepgelbooru.doctree b/dev/pt/.doctrees/api_doc/tagging/deepgelbooru.doctree index cda5ffd992e8f6563ae8ac1c9a1f24c8c4fe1efb..bae5ce72a8fd42d0d37de3127f9b30a6b0f559b5 100644 Binary files a/dev/pt/.doctrees/api_doc/tagging/deepgelbooru.doctree and b/dev/pt/.doctrees/api_doc/tagging/deepgelbooru.doctree differ diff --git a/dev/pt/.doctrees/api_doc/tagging/format.doctree b/dev/pt/.doctrees/api_doc/tagging/format.doctree index 4aa47416506d30e91a89ff340703fb8a1b475e84..4c970fffdf18df38584dbf7189d9c8e44f2defba 100644 Binary files a/dev/pt/.doctrees/api_doc/tagging/format.doctree and b/dev/pt/.doctrees/api_doc/tagging/format.doctree differ diff --git a/dev/pt/.doctrees/api_doc/tagging/index.doctree b/dev/pt/.doctrees/api_doc/tagging/index.doctree index f16b8c1ae1bf5e450f6c7d62fe8358d8aedf91bc..84ce872d6ac8efef97503f6176b6229516dd8dcf 100644 Binary files a/dev/pt/.doctrees/api_doc/tagging/index.doctree and b/dev/pt/.doctrees/api_doc/tagging/index.doctree differ diff --git a/dev/pt/.doctrees/api_doc/tagging/match.doctree b/dev/pt/.doctrees/api_doc/tagging/match.doctree index 77f59aedb6638bccdbaaeb1410b186f17fa75639..60ed9a6ed6ffc8280fcc6d9be85e9b477f00fbbe 100644 Binary files a/dev/pt/.doctrees/api_doc/tagging/match.doctree and b/dev/pt/.doctrees/api_doc/tagging/match.doctree differ diff --git a/dev/pt/.doctrees/api_doc/tagging/mldanbooru.doctree b/dev/pt/.doctrees/api_doc/tagging/mldanbooru.doctree index a7d70b42630bca876bd16aa8359214e6ef439028..bbd96931d4fe9cca19997f77013ca9bb41771d77 100644 Binary files a/dev/pt/.doctrees/api_doc/tagging/mldanbooru.doctree and b/dev/pt/.doctrees/api_doc/tagging/mldanbooru.doctree differ diff --git a/dev/pt/.doctrees/api_doc/tagging/order.doctree b/dev/pt/.doctrees/api_doc/tagging/order.doctree index f7be842e006b95756fecb707a390004d13662523..3c71e63cd86235010ae2e00d584ff8a50248c6d6 100644 Binary files a/dev/pt/.doctrees/api_doc/tagging/order.doctree and b/dev/pt/.doctrees/api_doc/tagging/order.doctree differ diff --git a/dev/pt/.doctrees/api_doc/tagging/overlap.doctree b/dev/pt/.doctrees/api_doc/tagging/overlap.doctree index 3b7d775bf5a2b2c29f5578603e2c5abee2f44b5e..8304ee1d6553f27fe1a43c93ae23862eb0ba28dc 100644 Binary files a/dev/pt/.doctrees/api_doc/tagging/overlap.doctree and b/dev/pt/.doctrees/api_doc/tagging/overlap.doctree differ diff --git a/dev/pt/.doctrees/api_doc/tagging/wd14.doctree b/dev/pt/.doctrees/api_doc/tagging/wd14.doctree index c3f428dbb0de2103dd79be897fc23e840cb8daa4..d48a354b209fd128345f94e7b86bceb2fd0d31a5 100644 Binary files a/dev/pt/.doctrees/api_doc/tagging/wd14.doctree and b/dev/pt/.doctrees/api_doc/tagging/wd14.doctree differ diff --git a/dev/pt/.doctrees/api_doc/upscale/cdc.doctree b/dev/pt/.doctrees/api_doc/upscale/cdc.doctree index 8037c542cf75f9ee2f2b483beb0e4ee0124d257b..376ffec5058d60c43f336ea96d56d50761d87d3f 100644 Binary files a/dev/pt/.doctrees/api_doc/upscale/cdc.doctree and b/dev/pt/.doctrees/api_doc/upscale/cdc.doctree differ diff --git a/dev/pt/.doctrees/api_doc/upscale/index.doctree b/dev/pt/.doctrees/api_doc/upscale/index.doctree index 8083fb5d9d552b327e3b8cb1d89fafa9c17b9714..bcd08b50c850215546cceaee314f6f70d9da55f2 100644 Binary files a/dev/pt/.doctrees/api_doc/upscale/index.doctree and b/dev/pt/.doctrees/api_doc/upscale/index.doctree differ diff --git a/dev/pt/.doctrees/api_doc/utils/cache.doctree b/dev/pt/.doctrees/api_doc/utils/cache.doctree index 2df1d0a98ca457e32610573ab7831867f1f77c15..bd77c39ce2d8ce4bcbb6cd775a698d1b220530d3 100644 Binary files a/dev/pt/.doctrees/api_doc/utils/cache.doctree and b/dev/pt/.doctrees/api_doc/utils/cache.doctree differ diff --git a/dev/pt/.doctrees/api_doc/utils/func.doctree b/dev/pt/.doctrees/api_doc/utils/func.doctree index 64dea7ad70f5da5d1712c3cf8372fb4b344c7ce1..f9df90cd7f8fb51887d6c76a8c796b6a29bd8cb9 100644 Binary files a/dev/pt/.doctrees/api_doc/utils/func.doctree and b/dev/pt/.doctrees/api_doc/utils/func.doctree differ diff --git a/dev/pt/.doctrees/api_doc/utils/index.doctree b/dev/pt/.doctrees/api_doc/utils/index.doctree index bb164a0a05988683615f65406dbcb427dcce0c31..1fa2a28b22651ece2b8ae2eb4f634b620d346884 100644 Binary files a/dev/pt/.doctrees/api_doc/utils/index.doctree and b/dev/pt/.doctrees/api_doc/utils/index.doctree differ diff --git a/dev/pt/.doctrees/api_doc/utils/onnxruntime.doctree b/dev/pt/.doctrees/api_doc/utils/onnxruntime.doctree index d9a83e277ebe7d0fe06e2409d32c104ee96661e3..e39995867f6edac428f584e53178eb0b23b8d4b2 100644 Binary files a/dev/pt/.doctrees/api_doc/utils/onnxruntime.doctree and b/dev/pt/.doctrees/api_doc/utils/onnxruntime.doctree differ diff --git a/dev/pt/.doctrees/api_doc/validate/aicheck.doctree b/dev/pt/.doctrees/api_doc/validate/aicheck.doctree index 2effbb15113799f70f080c5b2028b571f899347d..cd564781302cbbefce0b7fd0073b0724ca9fdfad 100644 Binary files a/dev/pt/.doctrees/api_doc/validate/aicheck.doctree and b/dev/pt/.doctrees/api_doc/validate/aicheck.doctree differ diff --git a/dev/pt/.doctrees/api_doc/validate/bangumi_char.doctree b/dev/pt/.doctrees/api_doc/validate/bangumi_char.doctree index b7f977ced4adc7a18bd6acb5586acbce27d7f6bb..d0e51d534b19323ddf4157ff1a5beb0dbceee7a2 100644 Binary files a/dev/pt/.doctrees/api_doc/validate/bangumi_char.doctree and b/dev/pt/.doctrees/api_doc/validate/bangumi_char.doctree differ diff --git a/dev/pt/.doctrees/api_doc/validate/classify.doctree b/dev/pt/.doctrees/api_doc/validate/classify.doctree index 755b3e10f984cad534872fea7d8e4c505c345a3e..ef453fbea6ea7e7f492306393bbc166e4b0c54c0 100644 Binary files a/dev/pt/.doctrees/api_doc/validate/classify.doctree and b/dev/pt/.doctrees/api_doc/validate/classify.doctree differ diff --git a/dev/pt/.doctrees/api_doc/validate/color.doctree b/dev/pt/.doctrees/api_doc/validate/color.doctree index 77611c588467ba9c19f9070bfc57fbe6efd5b386..0305b033d125c8eb8eb37b2ba1d36194929c3926 100644 Binary files a/dev/pt/.doctrees/api_doc/validate/color.doctree and b/dev/pt/.doctrees/api_doc/validate/color.doctree differ diff --git a/dev/pt/.doctrees/api_doc/validate/completeness.doctree b/dev/pt/.doctrees/api_doc/validate/completeness.doctree index ea7c4ed41cd2d1de3e29da935b5749e4a6b0aabf..74f5728faa1bf1bd30a1a7b38de471c8f4b92314 100644 Binary files a/dev/pt/.doctrees/api_doc/validate/completeness.doctree and b/dev/pt/.doctrees/api_doc/validate/completeness.doctree differ diff --git a/dev/pt/.doctrees/api_doc/validate/dbrating.doctree b/dev/pt/.doctrees/api_doc/validate/dbrating.doctree index e69fcc9d747b2a3b444f83b783e8a45391a1cf08..92babf1e1899ddd19ee8b9ba65258552d30dd92f 100644 Binary files a/dev/pt/.doctrees/api_doc/validate/dbrating.doctree and b/dev/pt/.doctrees/api_doc/validate/dbrating.doctree differ diff --git a/dev/pt/.doctrees/api_doc/validate/furry.doctree b/dev/pt/.doctrees/api_doc/validate/furry.doctree index 5f5c72665e7d1ea650f00a3d329c6401bd8a1595..6ca436cdf2ef9082d6da0c298e1389670c648060 100644 Binary files a/dev/pt/.doctrees/api_doc/validate/furry.doctree and b/dev/pt/.doctrees/api_doc/validate/furry.doctree differ diff --git a/dev/pt/.doctrees/api_doc/validate/index.doctree b/dev/pt/.doctrees/api_doc/validate/index.doctree index c7848769c1d27610f37682445fa59f85f781aefb..adbf79fd0ac20b1d9e9414b00775fd188c12fb11 100644 Binary files a/dev/pt/.doctrees/api_doc/validate/index.doctree and b/dev/pt/.doctrees/api_doc/validate/index.doctree differ diff --git a/dev/pt/.doctrees/api_doc/validate/monochrome.doctree b/dev/pt/.doctrees/api_doc/validate/monochrome.doctree index fa39f09661d740d0c7eb597d13c2cd78ac2fe0cb..5aab3b77fbc959fef757b0b2fdd5231c6c1d2d43 100644 Binary files a/dev/pt/.doctrees/api_doc/validate/monochrome.doctree and b/dev/pt/.doctrees/api_doc/validate/monochrome.doctree differ diff --git a/dev/pt/.doctrees/api_doc/validate/nsfw.doctree b/dev/pt/.doctrees/api_doc/validate/nsfw.doctree index b649dd06aa5a4b8af213e1ae0e47551e05c80c70..ef33e8d2799c300868044f31d6b996de43ed5c64 100644 Binary files a/dev/pt/.doctrees/api_doc/validate/nsfw.doctree and b/dev/pt/.doctrees/api_doc/validate/nsfw.doctree differ diff --git a/dev/pt/.doctrees/api_doc/validate/portrait.doctree b/dev/pt/.doctrees/api_doc/validate/portrait.doctree index 628afbfff17b768ab2555876c59400fb7cab9a45..72e4a3bcf1896ceca31f835db7957f3f79fbabbc 100644 Binary files a/dev/pt/.doctrees/api_doc/validate/portrait.doctree and b/dev/pt/.doctrees/api_doc/validate/portrait.doctree differ diff --git a/dev/pt/.doctrees/api_doc/validate/rating.doctree b/dev/pt/.doctrees/api_doc/validate/rating.doctree index d97a203de96a2408d4f3b828323a7f50f19a483c..cf2265a489384bed7b5f217b43472196ad600017 100644 Binary files a/dev/pt/.doctrees/api_doc/validate/rating.doctree and b/dev/pt/.doctrees/api_doc/validate/rating.doctree differ diff --git a/dev/pt/.doctrees/api_doc/validate/real.doctree b/dev/pt/.doctrees/api_doc/validate/real.doctree index 4a1fb6571c8ee9909dd736bbaa48bc32a77f7beb..4886b2b8aab545a1a197549e2d582c35471aeb90 100644 Binary files a/dev/pt/.doctrees/api_doc/validate/real.doctree and b/dev/pt/.doctrees/api_doc/validate/real.doctree differ diff --git a/dev/pt/.doctrees/api_doc/validate/safe.doctree b/dev/pt/.doctrees/api_doc/validate/safe.doctree index 69e451abd8c33039d6a3e49708fc0720864d900a..ddfd505de5734bb036bd75d120c1a00f18244b27 100644 Binary files a/dev/pt/.doctrees/api_doc/validate/safe.doctree and b/dev/pt/.doctrees/api_doc/validate/safe.doctree differ diff --git a/dev/pt/.doctrees/api_doc/validate/style_age.doctree b/dev/pt/.doctrees/api_doc/validate/style_age.doctree index e2cb97cf5e6f83a6cb880eaba1d6a211e1a9b4f1..65a20b65c3866135ae985beccb5ccfdb2e4f8a8b 100644 Binary files a/dev/pt/.doctrees/api_doc/validate/style_age.doctree and b/dev/pt/.doctrees/api_doc/validate/style_age.doctree differ diff --git a/dev/pt/.doctrees/api_doc/validate/teen.doctree b/dev/pt/.doctrees/api_doc/validate/teen.doctree index d9735cd0cb4134f5ba57222bfb23c2f0706c9844..7e3912f2c57a76d0a00245a19fd2c087087accc2 100644 Binary files a/dev/pt/.doctrees/api_doc/validate/teen.doctree and b/dev/pt/.doctrees/api_doc/validate/teen.doctree differ diff --git a/dev/pt/.doctrees/api_doc/validate/truncate.doctree b/dev/pt/.doctrees/api_doc/validate/truncate.doctree index 14b9af12d08d551454eee0925f2620c04b6ab916..de5d02cff7502f25d6a9e5b0761617a9d37803d9 100644 Binary files a/dev/pt/.doctrees/api_doc/validate/truncate.doctree and b/dev/pt/.doctrees/api_doc/validate/truncate.doctree differ diff --git a/dev/pt/.doctrees/environment.pickle b/dev/pt/.doctrees/environment.pickle index bd928e29686c0d6801bf3472faaaede7a910bfc8..23083edc6c8cba8cfc717bfd83635d7402df1a2a 100644 Binary files a/dev/pt/.doctrees/environment.pickle and b/dev/pt/.doctrees/environment.pickle differ diff --git a/dev/pt/.doctrees/index.doctree b/dev/pt/.doctrees/index.doctree index fbd6ff876cb976cb808cc46294b71f41f1faa9c1..0a9e732fc9175fbfb88e09c60b0f27812807ed66 100644 Binary files a/dev/pt/.doctrees/index.doctree and b/dev/pt/.doctrees/index.doctree differ diff --git a/dev/pt/.doctrees/information/environment.doctree b/dev/pt/.doctrees/information/environment.doctree index d4456536b5f8f561d91068dd6b1f357b18a0f212..8655f09df4cf3c877569dcfd9f51a627d46e6594 100644 Binary files a/dev/pt/.doctrees/information/environment.doctree and b/dev/pt/.doctrees/information/environment.doctree differ diff --git a/dev/pt/.doctrees/information/environment.result.doctree b/dev/pt/.doctrees/information/environment.result.doctree index e8b4c9375c8c39edb0e30faf6889ee1d9239c23e..65223375acafb1794b8e11925536501def3e89c4 100644 Binary files a/dev/pt/.doctrees/information/environment.result.doctree and b/dev/pt/.doctrees/information/environment.result.doctree differ diff --git a/dev/pt/.doctrees/nbsphinx/information/environment.ipynb b/dev/pt/.doctrees/nbsphinx/information/environment.ipynb index 6d71b8e8b8c86f937b87e87e7c2808069d98c0a4..a963b50cb14e4012d0d416e2db73eb6af890e23a 100644 --- a/dev/pt/.doctrees/nbsphinx/information/environment.ipynb +++ b/dev/pt/.doctrees/nbsphinx/information/environment.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:14:09.661370Z", - "iopub.status.busy": "2025-03-26T11:14:09.661136Z", - "iopub.status.idle": "2025-03-26T11:14:10.822278Z", - "shell.execute_reply": "2025-03-26T11:14:10.821555Z" + "iopub.execute_input": "2025-03-26T12:59:21.163235Z", + "iopub.status.busy": "2025-03-26T12:59:21.162677Z", + "iopub.status.idle": "2025-03-26T12:59:22.326097Z", + "shell.execute_reply": "2025-03-26T12:59:22.325300Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3226.83 MHz\n", + "CPU Freq: 3246.7365 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/dev/pt/.doctrees/nbsphinx/information/environment.result.ipynb b/dev/pt/.doctrees/nbsphinx/information/environment.result.ipynb index 101bd197ffd820f484599d4a63d0fa275c45455e..0a5d4ba7607e3a7e7a0a5938eb32a47c15ac199c 100644 --- a/dev/pt/.doctrees/nbsphinx/information/environment.result.ipynb +++ b/dev/pt/.doctrees/nbsphinx/information/environment.result.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:10:45.903245Z", - "iopub.status.busy": "2025-03-26T11:10:45.902620Z", - "iopub.status.idle": "2025-03-26T11:10:47.070341Z", - "shell.execute_reply": "2025-03-26T11:10:47.069550Z" + "iopub.execute_input": "2025-03-26T12:56:01.168940Z", + "iopub.status.busy": "2025-03-26T12:56:01.168740Z", + "iopub.status.idle": "2025-03-26T12:56:02.338854Z", + "shell.execute_reply": "2025-03-26T12:56:02.338141Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3094.34725 MHz\n", + "CPU Freq: 3259.23075 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/dev/pt/.doctrees/tutorials/installation/index.doctree b/dev/pt/.doctrees/tutorials/installation/index.doctree index 2b09707850b7d28592873a80b73b9ce47e4614c7..f75efb49277514bb4c55d147cecfbf3b2594e080 100644 Binary files a/dev/pt/.doctrees/tutorials/installation/index.doctree and b/dev/pt/.doctrees/tutorials/installation/index.doctree differ diff --git a/dev/pt/.doctrees/tutorials/quick_start/index.doctree b/dev/pt/.doctrees/tutorials/quick_start/index.doctree index f366be10a2cafd6f96c2abc418874e2acfb54726..9a7c04e8de2b1a89bd265fb2ef90b75e52fb5e17 100644 Binary files a/dev/pt/.doctrees/tutorials/quick_start/index.doctree and b/dev/pt/.doctrees/tutorials/quick_start/index.doctree differ diff --git a/dev/pt/_sources/information/environment.result.ipynb.txt b/dev/pt/_sources/information/environment.result.ipynb.txt index 101bd197ffd820f484599d4a63d0fa275c45455e..0a5d4ba7607e3a7e7a0a5938eb32a47c15ac199c 100644 --- a/dev/pt/_sources/information/environment.result.ipynb.txt +++ b/dev/pt/_sources/information/environment.result.ipynb.txt @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:10:45.903245Z", - "iopub.status.busy": "2025-03-26T11:10:45.902620Z", - "iopub.status.idle": "2025-03-26T11:10:47.070341Z", - "shell.execute_reply": "2025-03-26T11:10:47.069550Z" + "iopub.execute_input": "2025-03-26T12:56:01.168940Z", + "iopub.status.busy": "2025-03-26T12:56:01.168740Z", + "iopub.status.idle": "2025-03-26T12:56:02.338854Z", + "shell.execute_reply": "2025-03-26T12:56:02.338141Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3094.34725 MHz\n", + "CPU Freq: 3259.23075 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/dev/pt/information/environment.html b/dev/pt/information/environment.html index 058e4ff5d48408eef02ab18994af319f95cefa09..b45203a7665448da7d8c87d8c0e49fa4b8d3c6e7 100644 --- a/dev/pt/information/environment.html +++ b/dev/pt/information/environment.html @@ -139,7 +139,7 @@ OS: Linux-6.8.0-1021-azure-x86_64-with-glibc2.34 Python: CPython 3.8.18 CPU Brand: AMD EPYC 7763 64-Core Processor CPU Count: 4 -CPU Freq: 3226.83 MHz +CPU Freq: 3246.7365 MHz Memory Size: 15.615 GiB Has CUDA: No diff --git a/dev/pt/information/environment.ipynb b/dev/pt/information/environment.ipynb index 6d71b8e8b8c86f937b87e87e7c2808069d98c0a4..a963b50cb14e4012d0d416e2db73eb6af890e23a 100644 --- a/dev/pt/information/environment.ipynb +++ b/dev/pt/information/environment.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:14:09.661370Z", - "iopub.status.busy": "2025-03-26T11:14:09.661136Z", - "iopub.status.idle": "2025-03-26T11:14:10.822278Z", - "shell.execute_reply": "2025-03-26T11:14:10.821555Z" + "iopub.execute_input": "2025-03-26T12:59:21.163235Z", + "iopub.status.busy": "2025-03-26T12:59:21.162677Z", + "iopub.status.idle": "2025-03-26T12:59:22.326097Z", + "shell.execute_reply": "2025-03-26T12:59:22.325300Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3226.83 MHz\n", + "CPU Freq: 3246.7365 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/dev/pt/information/environment.result.html b/dev/pt/information/environment.result.html index 9a423da0c2395b085733bb4b9dcc12666caf99e6..fea3b56f823289ebf50ad64447ae5376313915a4 100644 --- a/dev/pt/information/environment.result.html +++ b/dev/pt/information/environment.result.html @@ -141,7 +141,7 @@ OS: Linux-6.8.0-1021-azure-x86_64-with-glibc2.34 Python: CPython 3.8.18 CPU Brand: AMD EPYC 7763 64-Core Processor CPU Count: 4 -CPU Freq: 3094.34725 MHz +CPU Freq: 3259.23075 MHz Memory Size: 15.615 GiB Has CUDA: No diff --git a/dev/pt/information/environment.result.ipynb b/dev/pt/information/environment.result.ipynb index 101bd197ffd820f484599d4a63d0fa275c45455e..0a5d4ba7607e3a7e7a0a5938eb32a47c15ac199c 100644 --- a/dev/pt/information/environment.result.ipynb +++ b/dev/pt/information/environment.result.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:10:45.903245Z", - "iopub.status.busy": "2025-03-26T11:10:45.902620Z", - "iopub.status.idle": "2025-03-26T11:10:47.070341Z", - "shell.execute_reply": "2025-03-26T11:10:47.069550Z" + "iopub.execute_input": "2025-03-26T12:56:01.168940Z", + "iopub.status.busy": "2025-03-26T12:56:01.168740Z", + "iopub.status.idle": "2025-03-26T12:56:02.338854Z", + "shell.execute_reply": "2025-03-26T12:56:02.338141Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3094.34725 MHz\n", + "CPU Freq: 3259.23075 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/dev/pt/searchindex.js b/dev/pt/searchindex.js index e61aa778c5816207e1dbd5638a86bf7e69e57ae3..949d96903e947a8759324e690611378c01b143ca 100644 --- a/dev/pt/searchindex.js +++ b/dev/pt/searchindex.js @@ -1 +1 @@ -Search.setIndex({"docnames": ["api_doc/ascii/drawing", "api_doc/ascii/index", "api_doc/config/index", "api_doc/config/meta", "api_doc/data/background", "api_doc/data/blob", "api_doc/data/decode", "api_doc/data/encode", "api_doc/data/image", "api_doc/data/index", "api_doc/data/layer", "api_doc/data/url", "api_doc/detect/booru_yolo", "api_doc/detect/censor", "api_doc/detect/eye", "api_doc/detect/face", "api_doc/detect/halfbody", "api_doc/detect/hand", "api_doc/detect/head", "api_doc/detect/index", "api_doc/detect/nudenet", "api_doc/detect/person", "api_doc/detect/similarity", "api_doc/detect/text", "api_doc/detect/visual", "api_doc/edge/canny", "api_doc/edge/index", "api_doc/edge/lineart", "api_doc/edge/lineart_anime", "api_doc/generic/classify", "api_doc/generic/clip", "api_doc/generic/enhance", "api_doc/generic/index", "api_doc/generic/siglip", "api_doc/generic/yolo", "api_doc/metadata/geninfo", "api_doc/metadata/index", "api_doc/metadata/lsb", "api_doc/metrics/aesthetic", "api_doc/metrics/ccip", "api_doc/metrics/dbaesthetic", "api_doc/metrics/index", "api_doc/metrics/laplacian", "api_doc/metrics/lpips", "api_doc/metrics/psnr_", "api_doc/ocr/index", "api_doc/operate/align", "api_doc/operate/censor", "api_doc/operate/imgcensor", "api_doc/operate/index", "api_doc/operate/squeeze", "api_doc/pose/dwpose", "api_doc/pose/format", "api_doc/pose/index", "api_doc/pose/visual", "api_doc/preprocess/base", "api_doc/preprocess/index", "api_doc/preprocess/pillow", "api_doc/preprocess/torchvision", "api_doc/preprocess/transformers", "api_doc/resource/background", "api_doc/resource/index", "api_doc/restore/adversarial", "api_doc/restore/index", "api_doc/restore/nafnet", "api_doc/restore/scunet", "api_doc/sd/index", "api_doc/sd/metadata", "api_doc/sd/model", "api_doc/sd/nai", "api_doc/segment/index", "api_doc/segment/isnetis", "api_doc/tagging/blacklist", "api_doc/tagging/character", "api_doc/tagging/deepdanbooru", "api_doc/tagging/deepgelbooru", "api_doc/tagging/format", "api_doc/tagging/index", "api_doc/tagging/match", "api_doc/tagging/mldanbooru", "api_doc/tagging/order", "api_doc/tagging/overlap", "api_doc/tagging/wd14", "api_doc/upscale/cdc", "api_doc/upscale/index", "api_doc/utils/cache", "api_doc/utils/func", "api_doc/utils/index", "api_doc/utils/onnxruntime", "api_doc/validate/aicheck", "api_doc/validate/bangumi_char", "api_doc/validate/classify", "api_doc/validate/color", "api_doc/validate/completeness", "api_doc/validate/dbrating", "api_doc/validate/furry", "api_doc/validate/index", "api_doc/validate/monochrome", "api_doc/validate/nsfw", "api_doc/validate/portrait", "api_doc/validate/rating", "api_doc/validate/real", "api_doc/validate/safe", "api_doc/validate/style_age", "api_doc/validate/teen", "api_doc/validate/truncate", "index", "information/environment", "information/environment.result", "tutorials/installation/index", "tutorials/quick_start/index"], "filenames": ["api_doc/ascii/drawing.rst", "api_doc/ascii/index.rst", "api_doc/config/index.rst", "api_doc/config/meta.rst", "api_doc/data/background.rst", "api_doc/data/blob.rst", "api_doc/data/decode.rst", "api_doc/data/encode.rst", "api_doc/data/image.rst", "api_doc/data/index.rst", "api_doc/data/layer.rst", "api_doc/data/url.rst", "api_doc/detect/booru_yolo.rst", "api_doc/detect/censor.rst", "api_doc/detect/eye.rst", "api_doc/detect/face.rst", "api_doc/detect/halfbody.rst", "api_doc/detect/hand.rst", "api_doc/detect/head.rst", "api_doc/detect/index.rst", "api_doc/detect/nudenet.rst", "api_doc/detect/person.rst", "api_doc/detect/similarity.rst", "api_doc/detect/text.rst", "api_doc/detect/visual.rst", "api_doc/edge/canny.rst", "api_doc/edge/index.rst", "api_doc/edge/lineart.rst", "api_doc/edge/lineart_anime.rst", "api_doc/generic/classify.rst", "api_doc/generic/clip.rst", "api_doc/generic/enhance.rst", "api_doc/generic/index.rst", "api_doc/generic/siglip.rst", "api_doc/generic/yolo.rst", "api_doc/metadata/geninfo.rst", "api_doc/metadata/index.rst", "api_doc/metadata/lsb.rst", "api_doc/metrics/aesthetic.rst", "api_doc/metrics/ccip.rst", "api_doc/metrics/dbaesthetic.rst", "api_doc/metrics/index.rst", "api_doc/metrics/laplacian.rst", "api_doc/metrics/lpips.rst", "api_doc/metrics/psnr_.rst", "api_doc/ocr/index.rst", "api_doc/operate/align.rst", "api_doc/operate/censor.rst", "api_doc/operate/imgcensor.rst", "api_doc/operate/index.rst", "api_doc/operate/squeeze.rst", "api_doc/pose/dwpose.rst", "api_doc/pose/format.rst", "api_doc/pose/index.rst", "api_doc/pose/visual.rst", "api_doc/preprocess/base.rst", "api_doc/preprocess/index.rst", "api_doc/preprocess/pillow.rst", "api_doc/preprocess/torchvision.rst", "api_doc/preprocess/transformers.rst", "api_doc/resource/background.rst", "api_doc/resource/index.rst", "api_doc/restore/adversarial.rst", "api_doc/restore/index.rst", "api_doc/restore/nafnet.rst", "api_doc/restore/scunet.rst", "api_doc/sd/index.rst", "api_doc/sd/metadata.rst", "api_doc/sd/model.rst", "api_doc/sd/nai.rst", "api_doc/segment/index.rst", "api_doc/segment/isnetis.rst", "api_doc/tagging/blacklist.rst", "api_doc/tagging/character.rst", "api_doc/tagging/deepdanbooru.rst", "api_doc/tagging/deepgelbooru.rst", "api_doc/tagging/format.rst", "api_doc/tagging/index.rst", "api_doc/tagging/match.rst", "api_doc/tagging/mldanbooru.rst", "api_doc/tagging/order.rst", "api_doc/tagging/overlap.rst", "api_doc/tagging/wd14.rst", "api_doc/upscale/cdc.rst", "api_doc/upscale/index.rst", "api_doc/utils/cache.rst", "api_doc/utils/func.rst", "api_doc/utils/index.rst", "api_doc/utils/onnxruntime.rst", "api_doc/validate/aicheck.rst", "api_doc/validate/bangumi_char.rst", "api_doc/validate/classify.rst", "api_doc/validate/color.rst", "api_doc/validate/completeness.rst", "api_doc/validate/dbrating.rst", "api_doc/validate/furry.rst", "api_doc/validate/index.rst", "api_doc/validate/monochrome.rst", "api_doc/validate/nsfw.rst", "api_doc/validate/portrait.rst", "api_doc/validate/rating.rst", "api_doc/validate/real.rst", "api_doc/validate/safe.rst", "api_doc/validate/style_age.rst", "api_doc/validate/teen.rst", "api_doc/validate/truncate.rst", "index.rst", "information/environment.ipynb", "information/environment.result.ipynb", "tutorials/installation/index.rst", "tutorials/quick_start/index.rst"], "titles": ["imgutils.ascii.drawing", "imgutils.ascii", "imgutils.config", "imgutils.config.meta", "imgutils.data.background", "imgutils.data.blob", "imgutils.data.decode", "imgutils.data.encode", "imgutils.data.image", "imgutils.data", "imgutils.data.layer", "imgutils.data.url", "imgutils.detect.booru_yolo", "imgutils.detect.censor", "imgutils.detect.eye", "imgutils.detect.face", "imgutils.detect.halfbody", "imgutils.detect.hand", "imgutils.detect.head", "imgutils.detect", "imgutils.detect.nudenet", "imgutils.detect.person", "imgutils.detect.similarity", "imgutils.detect.text", "imgutils.detect.visual", "imgutils.edge.canny", "imgutils.edge", "imgutils.edge.lineart", "imgutils.edge.lineart_anime", "imgutils.generic.classify", "imgutils.generic.clip", "imgutils.generic.enhance", "imgutils.generic", "imgutils.generic.siglip", "imgutils.generic.yolo", "imgutils.metadata.geninfo", "imgutils.metadata", "imgutils.metadata.lsb", "imgutils.metrics.aesthetic", "imgutils.metrics.ccip", "imgutils.metrics.dbaesthetic", "imgutils.metrics", "imgutils.metrics.laplacian", "imgutils.metrics.lpips", "imgutils.metrics.psnr_", "imgutils.ocr", "imgutils.operate.align", "imgutils.operate.censor_", "imgutils.operate.imgcensor", "imgutils.operate", "imgutils.operate.squeeze", "imgutils.pose.dwpose", "imgutils.pose.format", "imgutils.pose", "imgutils.pose.visual", "imgutils.preprocess.base", "imgutils.preprocess", "imgutils.preprocess.pillow", "imgutils.preprocess.torchvision", "imgutils.preprocess.transformers", "imgutils.resource.background", "imgutils.resource", "imgutils.restore.adversarial", "imgutils.restore", "imgutils.restore.nafnet", "imgutils.restore.scunet", "imgutils.sd", "imgutils.sd.metadata", "imgutils.sd.model", "imgutils.sd.nai", "imgutils.segment", "imgutils.segment.isnetis", "imgutils.tagging.blacklist", "imgutils.tagging.character", "imgutils.tagging.deepdanbooru", "imgutils.tagging.deepgelbooru", "imgutils.tagging.format", "imgutils.tagging", "imgutils.tagging.match", "imgutils.tagging.mldanbooru", "imgutils.tagging.order", "imgutils.tagging.overlap", "imgutils.tagging.wd14", "imgutils.upscale.cdc", "imgutils.upscale", "imgutils.utils.cache", "imgutils.utils.func", "imgutils.utils", "imgutils.utils.onnxruntime", "imgutils.validate.aicheck", "imgutils.validate.bangumi_char", "imgutils.validate.classify", "imgutils.validate.color", "imgutils.validate.completeness", "imgutils.validate.dbrating", "imgutils.validate.furry", "imgutils.validate", "imgutils.validate.monochrome", "imgutils.validate.nsfw", "imgutils.validate.portrait", "imgutils.validate.rating", "imgutils.validate.real", "imgutils.validate.safe", "imgutils.validate.style_age", "imgutils.validate.teen", "imgutils.validate.truncate", "Welcome to imgutils\u2019s Documentation", "Run Environment Information", "Run Environment Information", "Installation", "Quick Start"], "terms": {"img": [0, 5, 8, 29, 62, 67], "str": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 54, 57, 58, 59, 60, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "pathlik": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "byte": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 52, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "bytearrai": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 52, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "binaryio": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "imag": [0, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 53, 54, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 69, 70, 71, 74, 75, 76, 77, 79, 82, 83, 84, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 109], "max_width": 0, "int": [0, 4, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 27, 28, 29, 30, 33, 34, 37, 39, 43, 45, 46, 47, 48, 50, 51, 52, 54, 59, 60, 62, 64, 65, 71, 79, 83, 102], "none": [0, 4, 8, 10, 11, 13, 14, 15, 16, 17, 18, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 39, 47, 50, 51, 54, 57, 58, 59, 60, 67, 69, 72, 73, 88], "ellipsi": 0, "max_height": 0, "resampl": [0, 59], "2": [0, 8, 12, 22, 23, 38, 39, 40, 43, 45, 52, 59, 62, 67, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "level": [0, 13, 14, 15, 16, 17, 18, 21, 33, 34, 38, 47, 60, 74, 94], "aspect": [0, 24, 34, 46], "float": [0, 7, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 34, 39, 40, 42, 43, 44, 45, 47, 48, 50, 52, 54, 59, 60, 62, 69, 72, 73, 74, 75, 76, 79, 80, 81, 82, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "1": [0, 10, 12, 20, 21, 22, 38, 39, 40, 43, 45, 52, 59, 60, 62, 67, 68, 72, 73, 74, 75, 80, 82, 83, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108, 109], "8": [0, 12, 22, 37, 39, 43, 47, 52, 59, 62, 67, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 107, 108, 109], "sourc": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 54, 55, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "gener": [0, 4, 12, 15, 21, 35, 36, 66, 67, 69, 75, 79, 82, 87, 94, 106], "art": [0, 67], "base": [0, 18, 21, 22, 29, 30, 33, 34, 39, 40, 42, 43, 46, 47, 48, 50, 52, 54, 56, 57, 59, 60, 69, 71, 74, 75, 79, 80, 81, 82, 90, 94, 98, 100, 106], "given": [0, 6, 7, 8, 10, 11, 14, 15, 17, 18, 19, 20, 23, 25, 27, 28, 29, 30, 33, 37, 39, 42, 46, 48, 52, 55, 59, 67, 69, 72, 73, 78, 81, 82, 89, 91, 94, 97, 98, 100, 104], "paramet": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "imagetyp": [0, 5, 12, 13, 14, 15, 16, 17, 18, 21, 23, 24, 29, 31, 34, 35, 37, 39, 40, 42, 45, 47, 50, 51, 54, 64, 65, 67, 69, 75, 82, 83, 90, 93, 95, 98, 99, 101, 102, 103], "The": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 29, 30, 31, 33, 34, 35, 36, 37, 39, 40, 42, 45, 46, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 63, 64, 65, 67, 68, 69, 71, 73, 74, 75, 76, 78, 79, 80, 82, 83, 85, 86, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 109], "input": [0, 5, 12, 13, 14, 15, 16, 18, 20, 21, 23, 24, 29, 30, 31, 33, 34, 35, 37, 39, 40, 42, 45, 46, 47, 48, 50, 51, 54, 57, 59, 62, 64, 65, 67, 69, 72, 73, 75, 76, 78, 80, 82, 83, 86, 90, 93, 95, 98, 99, 101, 103], "option": [0, 4, 11, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 24, 29, 30, 33, 34, 35, 39, 45, 47, 50, 51, 54, 59, 60, 62, 67, 68, 69, 72, 73, 80, 85], "maximum": [0, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 34, 39, 45, 46, 47, 59, 62, 85, 102], "width": [0, 4, 10, 48, 59, 60, 79], "If": [0, 5, 8, 10, 11, 13, 14, 15, 16, 17, 18, 21, 22, 24, 29, 30, 33, 34, 35, 37, 39, 45, 47, 50, 52, 54, 57, 58, 59, 62, 64, 65, 67, 68, 69, 72, 73, 80, 82, 88, 89, 90, 91, 94, 97, 100, 104], "set": [0, 12, 24, 29, 30, 34, 39, 50, 52, 54, 59, 82, 88, 91, 94, 100, 104, 105], "automat": [0, 4, 30, 33, 39, 50, 88, 107, 108], "determin": [0, 8, 39, 98], "termin": 0, "size": [0, 4, 6, 7, 10, 11, 23, 24, 25, 27, 28, 39, 46, 48, 50, 54, 57, 58, 59, 60, 62, 64, 65, 67, 71, 79, 83, 84, 102, 107, 108], "height": [0, 4, 10, 48, 59, 60, 79], "filter": [0, 34, 50, 59, 62, 72, 73, 94, 96, 100], "us": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 43, 45, 47, 48, 50, 51, 54, 55, 57, 59, 62, 63, 64, 65, 67, 68, 69, 72, 74, 75, 76, 79, 82, 83, 85, 86, 88, 89, 90, 91, 94, 96, 97, 98, 100, 104], "when": [0, 7, 10, 12, 23, 25, 27, 28, 29, 30, 37, 39, 43, 47, 48, 52, 55, 59, 64, 67, 69, 71, 79, 83, 85, 88, 89, 105], "resiz": [0, 23, 24, 34, 46, 54, 57, 58, 59, 67, 79], "charact": [0, 39, 45, 54, 70, 71, 74, 75, 76, 77, 82, 90, 106], "repres": [0, 7, 10, 12, 13, 14, 15, 22, 39, 43, 47, 50, 52, 69, 71, 80, 89, 98, 105], "differ": [0, 8, 14, 15, 16, 17, 18, 21, 22, 30, 35, 36, 37, 39, 43, 44, 51, 52, 58, 59, 90, 95, 99, 101, 103, 107, 108], "intens": 0, "proport": [0, 90], "correct": [0, 37], "output": [0, 24, 29, 30, 33, 40, 54, 67, 68, 75, 80, 82, 109], "which": [0, 4, 10, 22, 23, 25, 27, 28, 33, 35, 39, 43, 48, 57, 59, 60, 63, 67, 68, 69, 71, 72, 75, 79, 85, 86, 88, 89, 91, 96, 97, 98, 105, 106, 107, 108, 109], "should": [0, 3, 10, 24, 39, 43, 47, 48, 50, 59, 71, 82, 109], "approxim": 0, "ratio": [0, 24, 34, 45, 46, 48, 79], "your": [0, 50, 64, 105, 107, 108, 109], "thi": [0, 3, 4, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 45, 47, 48, 50, 51, 52, 54, 55, 57, 58, 59, 62, 64, 65, 66, 67, 68, 69, 70, 74, 77, 81, 82, 83, 85, 86, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 107, 108], "valu": [0, 4, 8, 10, 13, 17, 18, 21, 22, 37, 39, 43, 47, 50, 52, 57, 58, 59, 68, 74, 79, 86, 89, 97, 105], "ensur": [0, 30, 34, 39, 46, 59, 64, 67, 85], "i": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 45, 47, 48, 50, 51, 52, 54, 55, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 79, 80, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109], "close": [0, 48, 67], "possibl": [0, 23, 30, 39, 48], "origin": [0, 4, 6, 8, 20, 25, 27, 28, 37, 38, 44, 47, 48, 50, 54, 71, 74, 76, 79, 80, 98], "default": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 25, 27, 28, 29, 30, 33, 34, 39, 40, 42, 43, 45, 47, 48, 50, 52, 54, 59, 60, 64, 65, 68, 71, 72, 73, 74, 76, 79, 82, 83, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "return": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 98, 99, 100, 101, 102, 103, 104, 105], "represent": [0, 22, 39, 57, 58, 67], "type": [0, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 24, 29, 30, 31, 33, 34, 35, 37, 39, 40, 42, 45, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 72, 73, 76, 78, 80, 81, 82, 83, 85, 86, 90, 93, 94, 95, 98, 99, 100, 101, 102, 103], "exampl": [0, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 34, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 57, 58, 59, 60, 62, 67, 71, 72, 73, 74, 75, 76, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 105], "here": [0, 12, 20, 26, 39, 43, 44, 67, 72, 74, 75, 79, 82, 83, 90, 92, 105, 107, 108], "an": [0, 4, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 52, 54, 57, 59, 62, 64, 65, 67, 69, 70, 71, 73, 74, 75, 77, 80, 82, 83, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "jerri": 0, "from": [0, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 27, 28, 29, 33, 34, 35, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 57, 58, 59, 60, 62, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 79, 80, 81, 82, 83, 85, 86, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 107, 108, 109], "import": [0, 6, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 21, 24, 34, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 57, 58, 59, 60, 62, 67, 71, 72, 73, 74, 75, 76, 79, 80, 81, 82, 83, 85, 86, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 105, 107, 108, 109], "print": [0, 5, 12, 17, 18, 21, 22, 34, 67, 68, 107, 108, 109], "png": [0, 5, 8, 10, 13, 24, 35, 37, 42, 47, 48, 50, 62, 67, 69, 71, 82, 83, 92, 105], "draw": [1, 24, 26, 27, 54, 98, 106], "ascii_draw": 1, "meta": [2, 106, 109], "__title__": [2, 109], "__version__": [2, 109], "__description__": [2, 109], "__author__": [2, 109], "__author_email__": 2, "overview": [3, 4, 6, 7, 9, 10, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 26, 27, 28, 31, 32, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 50, 51, 53, 59, 60, 61, 62, 63, 64, 65, 66, 67, 70, 71, 72, 73, 74, 75, 76, 77, 79, 82, 83, 84, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105], "inform": [3, 30, 33, 34, 35, 36, 37, 54, 67, 69, 81], "packag": 3, "titl": [3, 69], "project": [3, 20, 74, 82, 105], "version": [3, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 34, 38, 47, 64, 65, 67, 68, 85, 91, 106, 109], "short": [3, 75, 79, 82], "descript": [3, 20, 29, 33, 69], "includ": [3, 5, 8, 11, 12, 13, 20, 21, 22, 24, 29, 30, 31, 33, 34, 35, 36, 51, 52, 58, 59, 66, 67, 68, 69, 75, 82, 86, 90, 98], "setup": 3, "py": [3, 71], "author": [3, 68], "email": 3, "step": [4, 48, 59, 67], "forecolor": [4, 25, 27, 28], "lightgrei": 4, "backcolor": [4, 25, 27, 28], "white": [4, 8, 25, 27, 28, 30, 59, 67, 71], "creat": [4, 29, 30, 33, 34, 35, 47, 57, 58, 59, 67, 69, 73, 89], "black": [4, 47, 67], "squar": [4, 59], "can": [4, 5, 8, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 24, 26, 30, 33, 35, 37, 39, 43, 47, 51, 52, 57, 59, 67, 68, 69, 75, 80, 82, 88, 90, 96, 97, 106, 109], "complement": 4, "transpar": [4, 8, 10, 25, 27, 28, 48, 50, 71, 83], "area": [4, 10, 12, 22, 23, 47, 48], "grid": 4, "pixel": [4, 24, 37, 47, 48, 50, 59, 62, 67, 71, 97], "mean": [4, 20, 22, 23, 25, 27, 28, 29, 39, 42, 43, 48, 52, 57, 58, 59, 88, 91, 109], "function": [4, 7, 8, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 35, 36, 37, 39, 42, 45, 47, 48, 50, 51, 54, 57, 58, 59, 62, 64, 66, 67, 68, 69, 81, 82, 83, 85, 86, 90, 94, 98, 100, 105], "suitabl": [4, 57, 59, 74, 98], "color": [4, 8, 10, 25, 27, 28, 47, 62, 67, 71, 96, 97, 106], "fore": [4, 25, 27, 28], "back": [4, 82], "A": [4, 5, 8, 13, 14, 15, 16, 17, 18, 20, 21, 25, 27, 28, 29, 34, 37, 38, 39, 40, 45, 46, 47, 48, 50, 57, 59, 60, 67, 68, 69, 73, 76, 81, 85, 88, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 102, 103, 104, 109], "rgba": [4, 8, 31, 37, 64, 65, 71, 83], "contain": [4, 5, 10, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 29, 30, 33, 34, 39, 40, 52, 54, 59, 64, 67, 68, 69, 75, 79, 82, 91, 94, 100, 102, 104], "add": [4, 35, 68, 69, 76], "rgb": [4, 6, 7, 8, 30, 31, 47, 59, 60, 67, 71, 83], "In": [4, 27, 39, 90, 91], "document": [4, 107, 108, 109], "accur": [4, 13, 21, 94, 100], "present": [4, 35, 69, 74], "state": [4, 33], "shown": [4, 70], "follow": [4, 29, 39, 52, 58, 59, 63, 68, 69, 75, 82, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104, 109], "figur": 4, "modul": [5, 8, 11, 12, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 35, 36, 37, 57, 58, 66, 68, 69, 70, 82, 85, 86, 94, 100, 106], "provid": [5, 8, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 31, 33, 34, 35, 36, 37, 39, 47, 50, 52, 54, 57, 58, 59, 66, 67, 68, 69, 79, 80, 82, 85, 86, 88, 94, 100], "util": [5, 8, 11, 20, 21, 29, 32, 34, 43, 46, 50, 53, 57, 58, 63, 66, 68, 74, 75, 79, 82, 106], "handl": [5, 8, 11, 29, 30, 33, 34, 36, 37, 55, 58, 59, 66, 69], "url": [5, 9, 13, 16, 18, 30, 37, 67, 106], "convers": [5, 8, 34, 58, 59], "between": [5, 14, 15, 21, 22, 29, 30, 33, 39, 43, 44, 48, 58, 64, 65, 73, 79, 83, 86], "valid": [5, 11, 47, 48, 52, 59, 106], "format": [5, 8, 10, 25, 27, 28, 29, 30, 33, 34, 35, 36, 37, 40, 47, 50, 51, 53, 57, 59, 67, 68, 69, 75, 77, 82, 98, 106], "support": [5, 6, 8, 11, 14, 15, 16, 18, 21, 29, 33, 34, 35, 48, 54, 57, 58, 59, 64, 65, 67, 68, 69, 82, 83], "convert": [5, 8, 30, 35, 37, 39, 52, 57, 58, 59, 69, 82, 98], "specifi": [5, 8, 22, 23, 24, 29, 30, 33, 34, 39, 47, 48, 50, 59, 67, 68, 69, 73, 75, 80, 82, 85], "load": [5, 8, 13, 14, 17, 18, 29, 30, 33, 34, 35, 37, 67, 82, 88], "variou": [5, 8, 14, 15, 17, 21, 22, 24, 29, 31, 33, 34, 36, 59, 67, 69, 86, 109], "mime": 5, "jpg": [5, 6, 7, 8, 11, 12, 14, 15, 16, 17, 18, 21, 24, 29, 34, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 51, 60, 71, 74, 75, 79, 82, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 105], "save_kwarg": 5, "string": [5, 13, 15, 16, 20, 37, 52, 67, 68, 76, 88, 105], "pil": [5, 6, 7, 8, 10, 11, 17, 24, 30, 34, 43, 46, 47, 48, 50, 57, 59, 60, 62, 67, 75, 83, 92, 97], "numpi": [5, 6, 10, 24, 30, 33, 37, 39, 50, 52, 82, 86], "arrai": [5, 10, 24, 30, 37, 39, 43, 50, 52, 82, 86], "file": [5, 8, 10, 11, 12, 13, 16, 18, 24, 35, 37, 43, 60, 66, 67, 68, 69, 88, 97, 105, 106], "path": [5, 8, 10, 12, 13, 16, 18, 24, 30, 34, 37, 60, 67, 68, 69, 75, 92, 97, 105], "desir": [5, 60], "addit": [5, 11, 29, 30, 33, 34, 35, 47, 48, 58, 67, 69], "keyword": [5, 11, 29, 30, 33, 34, 35, 47, 48, 67, 69, 85], "argument": [5, 11, 29, 30, 33, 34, 35, 47, 48, 51, 52, 67, 69, 73, 75, 82, 85], "pass": [5, 11, 27, 28, 29, 30, 33, 34, 35, 47, 48, 67, 71, 79, 83, 85], "save": [5, 10, 24, 35, 62, 67, 68, 69, 71], "encod": [5, 6, 9, 29, 30, 33, 37, 69, 106], "open": [5, 6, 7, 8, 10, 12, 17, 29, 34, 46, 47, 48, 50, 62, 67, 68, 83, 88], "test": [5, 43, 83, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104], "blob_url": 5, "qualiti": [5, 23, 40, 61, 67, 82, 83], "95": [5, 34, 59, 72, 73, 80], "base64": 5, "pre": [5, 13, 15, 18, 30, 33, 40], "object": [5, 6, 8, 10, 11, 12, 18, 22, 24, 34, 35, 37, 43, 47, 51, 54, 55, 58, 59, 60, 67, 69, 74, 75, 88, 91, 92, 94, 97, 100, 104], "rais": [5, 8, 11, 13, 14, 16, 17, 18, 21, 22, 29, 33, 34, 37, 47, 50, 52, 55, 57, 58, 59, 62, 67, 68, 69, 72, 73, 80], "valueerror": [5, 11, 13, 16, 18, 21, 22, 29, 33, 37, 50, 59, 69, 80], "unsupport": [5, 45, 58, 59, 80], "method": [5, 11, 29, 30, 31, 33, 34, 36, 37, 39, 47, 59, 94, 100], "warn": 5, "userwarn": 5, "doesn": [5, 37, 73], "t": [5, 37, 73], "match": [5, 22, 33, 37, 50, 59, 73, 77, 106], "actual": [5, 18, 21, 45], "invalid": [5, 13, 16, 18, 21, 29, 33, 35, 59], "show": [5, 11, 13, 14, 15, 16, 51], "bool": [5, 7, 8, 11, 24, 27, 34, 39, 45, 47, 50, 51, 54, 59, 64, 65, 68, 69, 72, 73, 74, 75, 76, 78, 79, 82, 83, 89, 97, 105], "effici": [5, 20, 23, 30, 68, 86], "without": [5, 34, 62, 67, 72, 73, 81], "content": [5, 11, 12, 27, 45, 70], "true": [5, 7, 8, 11, 24, 34, 39, 47, 48, 51, 54, 57, 58, 59, 64, 65, 68, 69, 72, 73, 76, 78, 82, 89, 92, 97, 105], "fals": [5, 6, 7, 8, 11, 24, 27, 34, 39, 45, 47, 59, 64, 65, 67, 68, 69, 72, 73, 74, 75, 76, 78, 79, 82, 83, 89, 92, 97, 105], "otherwis": [5, 8, 11, 35, 39, 59, 64, 65, 69, 72, 73, 78, 83, 88], "abc": 5, "svg": 5, "xml": 5, "jpeg": [5, 63, 67, 92, 105], "text": [5, 19, 24, 30, 33, 45, 67, 76, 78, 106], "plain": 5, "hello": 5, "order_": [6, 7], "chw": [6, 7], "both": [6, 13, 22, 30, 33, 45, 57, 68, 82], "np": [6, 7, 10, 29, 30, 33, 37, 39, 48, 50, 52, 82, 86], "uint8": [6, 7], "float32": [6, 7, 10, 25, 27, 28, 39], "ar": [6, 10, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 29, 30, 33, 34, 35, 39, 42, 43, 44, 45, 47, 52, 55, 58, 59, 60, 63, 67, 68, 69, 72, 73, 74, 75, 79, 80, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 99, 100, 101, 102, 103, 104, 105], "order": [6, 7, 59, 76, 77, 106], "rgb_encod": [6, 9], "custom_imag": [6, 7], "data_cwh": 6, "cwh": 6, "data_int": 6, "use_float": [6, 7], "mode": [6, 7, 8, 22, 34, 37, 58, 60, 67, 80, 83, 88], "1606x1870": [6, 7], "0x7fb9b89bbdc0": 6, "0x7fb9b89bbe50": 6, "0x7fb9b89bbdf0": 6, "invers": 6, "oper": [6, 30, 33, 38, 39, 40, 42, 43, 59, 68, 106], "ndarrai": [7, 10, 29, 30, 33, 37, 39, 43, 48, 50, 52, 82, 86], "channel": [7, 8, 31, 59, 64, 65, 83], "jpegimageplugin": [7, 60], "jpegimagefil": [7, 60], "0x7f9ec37389d0": 7, "shape": [7, 39, 43, 50, 71, 82], "dtype": [7, 39], "3": [7, 10, 12, 13, 14, 15, 21, 22, 39, 40, 43, 45, 47, 52, 54, 59, 62, 67, 75, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108, 109], "1870": 7, "1606": 7, "whc": 7, "": [7, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 29, 34, 35, 37, 45, 47, 57, 59, 67, 82, 85, 93], "result": [7, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 37, 40, 43, 45, 47, 48, 50, 51, 71, 74, 75, 82, 86, 93, 94, 100], "same": [7, 8, 39, 44, 82, 85], "torchvis": [7, 56, 106], "transform": [7, 8, 55, 56, 57, 58, 76, 106], "to_tensor": [7, 57, 58], "process": [8, 9, 11, 13, 14, 16, 17, 22, 31, 34, 36, 37, 39, 57, 59, 62, 64, 65, 66, 73, 82, 109], "manipul": [8, 66], "python": [8, 37, 62, 85, 107, 108, 109], "librari": [8, 34, 57, 59, 62, 109], "It": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 35, 36, 47, 48, 50, 54, 57, 58, 66, 68, 69, 82, 85, 86, 98, 109], "multipl": [8, 10, 16, 30, 33, 37, 39, 43, 67], "ad": [8, 12, 59, 68, 69, 76], "background": [8, 9, 25, 27, 28, 30, 61, 67, 71, 106], "check": [8, 11, 37, 42, 68, 72, 73, 78, 89, 92, 102, 105, 109], "alpha": [8, 31, 64, 65], "design": [8, 22, 29, 33, 35, 36], "simplifi": [8, 90], "common": [8, 58], "relat": [8, 12, 14, 17, 66, 73, 86], "task": [8, 21, 22, 33, 36, 47, 57], "applic": [8, 57, 74, 79, 98], "kei": [8, 18, 22, 30, 59, 68, 75, 82], "featur": [8, 13, 18, 30, 32, 33, 39, 43, 69, 71, 74, 75, 76, 82, 90], "binari": [8, 86], "like": [8, 12, 19, 24, 58, 59, 79, 85, 109], "onc": 8, "particularli": [8, 22, 29, 35, 36, 69, 85], "requir": [8, 10, 20, 21, 39, 48, 68, 69, 94, 100, 109], "preprocess": [8, 20, 29, 30, 34, 39, 64, 106], "befor": [8, 37, 39, 68, 82], "further": 8, "analysi": [8, 40], "force_background": [8, 59], "appli": [8, 15, 18, 20, 31, 39, 47, 48, 50, 57, 59, 62, 82, 86], "necessari": [8, 39, 74, 79], "ha": [8, 23, 45, 58, 83, 98, 107, 108], "4": [8, 12, 15, 17, 18, 22, 37, 38, 39, 40, 43, 47, 52, 62, 64, 65, 67, 75, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108], "avoid": [8, 74], "anomali": 8, "dure": [8, 29, 37, 76, 97, 105], "subsequ": [8, 30, 47], "union": [8, 13, 14, 15, 16, 17, 18, 21, 22, 30, 33, 37, 39, 47, 52, 57, 59, 67, 69, 72, 73, 80], "retain": 8, "typeerror": [8, 52, 57, 58, 59, 72, 73, 80], "isinst": 8, "list": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 39, 43, 45, 47, 48, 51, 54, 57, 58, 59, 60, 72, 73, 80, 81, 82, 89, 91, 94, 100, 104], "tupl": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 39, 40, 43, 45, 47, 48, 51, 59, 82, 90, 91, 93, 94, 95, 98, 99, 100, 101, 102, 103, 104], "take": [8, 54, 59], "singl": [8, 16, 33, 37, 39, 58, 59, 76, 82, 86], "call": [8, 26, 67], "each": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 29, 34, 39, 43, 50, 57, 66, 76, 78, 82, 83, 98], "item": [8, 10, 18], "batch": [8, 64, 65, 82, 83, 102], "multiimagestyp": [8, 30, 33, 39, 48], "iter": [8, 59, 62, 73], "img_path": 8, "image1": 8, "image2": 8, "loaded_imag": 8, "len": [8, 60], "all": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 26, 29, 30, 33, 34, 38, 39, 40, 42, 43, 45, 51, 52, 62, 64, 65, 68, 70, 71, 75, 77, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "pillow": [8, 56, 106], "boolean": [8, 39], "tool": [9, 16, 24, 29, 31, 38, 39, 40, 41, 47, 62, 70, 76, 96, 98], "basic": [9, 57, 61, 73], "grid_background": 9, "grid_transpar": 9, "blob": [9, 71, 106], "to_blob_url": 9, "load_image_from_blob_url": 9, "is_valid_image_blob_url": 9, "decod": [9, 37, 106], "rgb_decod": 9, "load_imag": [9, 24, 51, 67], "has_alpha_channel": 9, "layer": [9, 86, 106], "istack": 9, "download_image_from_url": 9, "is_http_url": 9, "mai": [10, 14, 17, 39, 63, 67, 74, 79, 85, 105, 107, 108], "block": [10, 29, 33, 34], "togeth": 10, "new": [10, 23, 29, 52, 64, 65, 67, 68, 73], "similar": [10, 12, 19, 30, 33, 39, 43, 59, 79, 82, 106], "techniqu": [10, 31, 37], "p": [10, 74, 75, 79, 82], "need": [10, 16, 34, 45, 48, 85, 89, 91, 94, 97, 100, 104], "stack": [10, 82], "addition": 10, "second": [10, 22, 39, 44, 78], "element": [10, 82], "rang": [10, 39, 43, 48], "left": [10, 47, 48, 52, 86], "0": [10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 29, 30, 34, 38, 39, 40, 43, 45, 47, 48, 50, 52, 54, 57, 58, 59, 62, 67, 68, 72, 73, 74, 75, 76, 79, 80, 81, 82, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108, 109], "right": [10, 47, 52, 86], "two": [10, 22, 39, 44, 62, 78, 97], "dimension": [10, 82], "h": [10, 25, 27, 28, 50, 71], "w": [10, 25, 27, 28, 50, 71, 82], "posit": [10, 39, 47, 48, 90], "target": [10, 19, 25, 27, 28, 30, 48, 59], "By": [10, 45], "first": [10, 12, 16, 22, 34, 39, 44, 78], "howev": [10, 39], "solid": [10, 47], "pure": [10, 71], "lime": [10, 71], "nian": 10, "nian_lim": 10, "yellow": [10, 67], "5": [10, 12, 16, 21, 22, 39, 40, 43, 45, 48, 50, 52, 57, 58, 59, 60, 67, 74, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "9": [10, 12, 22, 39, 43, 52, 59, 67, 80, 89, 90, 91, 93, 94, 97, 98, 99, 100, 101, 103, 104], "nian_tran": 10, "custom": [10, 13, 14, 15, 16, 17, 18, 21, 29, 33, 34, 37, 40, 47, 48, 50, 58, 59, 67, 68, 72], "mask": [10, 25, 27, 28, 48, 50, 71], "hs1": 10, "ab": 10, "linspac": 10, "ws1": 10, "nian_mask": 10, "hxw": [10, 25, 27, 28, 50], "download": 11, "special": [11, 12], "github": [11, 51, 107, 108, 109], "hug": [11, 18, 29, 30, 33, 34, 39, 59, 82], "face": [11, 18, 19, 20, 29, 30, 33, 34, 39, 52, 54, 59, 67, 73, 82, 90, 106], "progress": [11, 64, 65, 83], "track": 11, "host": [11, 12, 15, 20, 23, 30, 39, 45, 60, 75, 83, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104, 109], "main": [11, 17, 20, 21, 24, 29, 30, 33, 34, 39, 59, 67, 69, 71, 74, 85, 109], "compon": [11, 12, 22, 29, 30, 33, 34, 85], "http": [11, 51, 71, 109], "intern": [11, 33, 55, 68], "silent": [11, 64, 65, 83], "expected_s": 11, "kwarg": [11, 12, 13, 14, 15, 16, 17, 18, 21, 29, 30, 33, 34, 35, 47, 48, 67, 69], "suppress": [11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 24, 34, 47, 83], "bar": 11, "displai": [11, 30, 33, 64, 65], "expect": [11, 37, 59], "session": 11, "get": [11, 25, 27, 28, 30, 38, 40, 60, 61, 67, 71, 74, 77, 82, 88, 90, 95, 97, 99, 101, 103], "especi": 11, "hf": 11, "request": 11, "requestexcept": 11, "fail": [11, 13], "unidentifiedimageerror": 11, "com": [11, 51, 109], "ftp": 11, "booru": 12, "yolo": [12, 18, 20, 32, 106], "aperveyev": 12, "deepgh": [12, 13, 14, 15, 16, 17, 18, 20, 23, 39, 43, 45, 60, 75, 79, 83, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104, 109], "overal": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 26, 38, 39, 40, 42, 43, 45, 51, 62, 64, 65, 70, 77, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "benchmark": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 26, 38, 39, 40, 42, 43, 45, 51, 62, 64, 65, 70, 77, 83, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "explan": 12, "No": [12, 67, 107, 108], "head": [12, 19, 24, 51, 73, 90, 99, 106], "anim": [12, 13, 14, 15, 16, 17, 18, 19, 21, 26, 28, 38, 39, 40, 42, 51, 53, 54, 60, 67, 70, 71, 73, 74, 77, 83, 90, 91, 94, 95, 99, 100, 101, 103, 104, 109], "pretti": 12, "girl": [12, 45, 73], "onli": [12, 13, 14, 15, 16, 17, 18, 21, 24, 39, 68, 73, 74, 79, 82, 97], "bust": 12, "torso": 12, "part": [12, 50, 51, 52], "collarbon": 12, "center": [12, 48, 58, 59], "pair": [12, 22, 33], "cover": [12, 20, 48, 67, 73], "breast": [12, 20, 73, 74, 75, 79, 81, 82], "boob": 12, "bra": 12, "nippl": [12, 13, 47, 67], "mostli": [12, 16], "visibl": [12, 24], "nsfw": [12, 47, 96, 106], "shld": 12, "shoulder": [12, 52], "mayb": 12, "one": [12, 33, 37, 43, 45, 59, 73, 82], "view": [12, 45], "profil": 12, "exactli": 12, "rear": 12, "exclud": 12, "sideb": 12, "uncov": 12, "other": [12, 39, 45, 59, 78, 81, 90], "visual": [12, 13, 14, 15, 16, 18, 19, 21, 39, 41, 51, 53, 82, 106], "mark": 12, "belli": [12, 20], "button": [12, 29, 75], "hip": [12, 52], "half": [12, 16, 73], "stock": 12, "line": [12, 26, 27, 54], "knee": [12, 52], "below": [12, 54, 70, 109], "6": [12, 22, 24, 39, 43, 52, 59, 62, 72, 73, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108], "nopan": 12, "panti": [12, 76], "cloth": 12, "bikini": 12, "regardless": 12, "censor": [12, 19, 47, 48, 94, 100, 106], "evid": 12, "7": [12, 13, 15, 16, 17, 18, 34, 39, 43, 45, 47, 50, 52, 59, 67, 72, 73, 79, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "butt": 12, "buttock": [12, 20], "least": [12, 36, 37, 69], "partial": 12, "behind": 12, "more": [12, 13, 32, 33, 45, 52, 57, 67, 85, 88], "less": [12, 13, 15, 21, 89], "stand": [12, 67, 74, 75, 79, 82], "sit": [12, 73], "ass": 12, "split": [12, 79], "leg": [12, 67], "wide": [12, 67], "90": 12, "degre": [12, 48], "typic": [12, 13, 30, 59], "abov": [12, 13, 14, 15, 16, 17, 18, 21, 50, 91, 94, 100, 104], "10": [12, 23, 29, 39, 43, 48, 52, 59, 62, 89, 90, 91, 94, 97, 98, 100, 101], "sprd": 12, "strongli": [12, 83], "11": [12, 39, 52, 89, 90, 91, 94, 97, 98, 100, 101], "vsplt": 12, "pose": [12, 39, 106], "12": [12, 24, 39, 47, 52, 59, 89, 90, 91, 94, 97, 98, 100, 101], "vsprd": 12, "vsplit": 12, "13": [12, 39, 52, 90, 91, 94, 98, 101, 103], "full": [12, 67], "almost": 12, "side": [12, 46, 73, 105], "usual": [12, 43], "ly": 12, "14": [12, 52, 59, 90, 91, 94, 98, 101, 109], "wing": [12, 73], "dragon": 12, "poni": 12, "15": [12, 42, 44, 52, 59, 90, 91, 94, 98, 101, 107, 108], "feral": 12, "four": [12, 13, 90], "non": [12, 13, 14, 15, 16, 17, 18, 20, 21, 34, 47, 95], "human": [12, 13, 14, 15, 16, 17, 18, 21, 51, 53, 89], "16": [12, 52, 59, 62, 64, 65, 90, 94, 98, 101], "hdrago": 12, "style": [12, 16, 21, 48, 103, 109], "17": [12, 52, 59, 98, 103], "hponi": 12, "18": [12, 20, 52, 59, 94, 98, 100, 107, 108], "hfox": 12, "cartoon": 12, "fox": 12, "dog": 12, "zootopia": 12, "nick": 12, "wild": 12, "19": [12, 52, 98], "hrabb": 12, "rabbit": 12, "judi": 12, "hopp": 12, "bunnygirl": 12, "20": [12, 29, 52, 59, 67, 98], "hcat": 12, "cat": [12, 73, 80], "catgirl": 12, "sharp": 12, "muzzl": 12, "compar": [12, 22, 33], "21": [12, 16, 52, 59, 103], "hbear": 12, "bear": 12, "22": [12, 52, 59], "jacko": 12, "memet": 12, "jack": 12, "o": [12, 67, 69, 79, 82, 94, 97, 107, 108], "contest": 12, "toward": [12, 52], "viewer": [12, 67], "23": [12, 52, 59], "jackx": 12, "sometim": 12, "24": [12, 39, 43, 52, 59, 62], "hhors": 12, "hors": 12, "implement": [12, 30, 33, 44, 85], "aa09": 12, "25": [12, 15, 20, 34, 44, 59, 103], "hbird": 12, "bird": 12, "name": [12, 13, 14, 15, 16, 17, 18, 21, 23, 29, 30, 33, 34, 39, 40, 45, 47, 52, 57, 58, 59, 74, 79, 82, 83, 89, 90, 93, 95, 98, 99, 101, 102, 103], "releas": 12, "time": [12, 69, 83], "yolov8s_pp09": 12, "2023": 12, "focus": 12, "class": [12, 14, 17, 18, 29, 30, 31, 33, 34, 37, 47, 48, 52, 55, 57, 59, 60, 66, 67, 69, 73, 90, 91, 94, 95, 99, 100, 101, 103, 104], "advanc": [12, 109], "capabl": [12, 30, 37, 45], "specif": [12, 13, 18, 29, 30, 33, 35, 37, 47, 52, 55, 57, 59, 69, 70, 90, 94, 100], "scenario": [12, 74, 79, 85], "yolov8s_pp12": 12, "2024": 12, "final": 12, "patch": 12, "continu": 12, "focu": [12, 67], "enhanc": [12, 32, 106], "improv": [12, 23, 82], "previou": 12, "yolov8m_pp13": 12, "offer": [12, 15, 16, 17, 22, 57, 69, 97], "yolov8n_as01": 12, "spinoff": 12, "26": [12, 59], "train": [12, 13, 14, 15, 16, 17, 18, 21, 39, 40, 74, 75, 76, 79, 83, 94, 100], "80": 12, "epoch": 12, "sfw": 12, "subset": 12, "wa": 12, "eventu": 12, "abandon": 12, "due": [12, 38, 39, 74, 79, 85, 90, 105], "ineffect": 12, "yolov8m_as02": 12, "start": [12, 37, 48, 67, 106], "30": [12, 21, 48], "public": [12, 30], "friendli": [12, 109], "reduc": [12, 39, 50, 82], "yolov8m_as03": 12, "as02": 12, "60": 12, "aim": 12, "bottleneck": 12, "reproduc": 12, "yolov8s_aa06": 12, "initi": [12, 29, 30, 34, 37, 47, 60, 73], "current": [12, 58, 64, 67, 94, 100, 107, 108, 109], "reincarn": 12, "some": [12, 29, 32, 39, 43, 44, 48, 61, 72, 74, 75, 79, 82, 83, 85, 92, 105, 107, 108], "yolov8s_aa09": 12, "updat": [12, 29, 30, 33, 34, 68], "dataset": [12, 13, 14, 15, 16, 17, 18, 21, 40, 43, 82, 96], "closeup": 12, "adjust": [12, 34, 43, 73], "larg": [12, 27, 30, 39, 82], "hat": [12, 73], "aa06": 12, "yolov8s_aa10": 12, "major": 12, "fix": 12, "issu": [12, 18, 64], "wear": 12, "yolov8s_aa11": 12, "latest": [12, 34, 74, 79], "mainstream": 12, "aa10": 12, "outstand": 12, "map": [12, 29, 45, 51, 72, 73, 76, 80, 81, 86, 98, 102], "score": [12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 29, 30, 33, 38, 40, 42, 43, 45, 51, 52, 54, 76, 80, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "though": 12, "note": [12, 16, 39, 48, 67, 90, 94, 97, 100, 107, 108], "complet": [12, 34, 48, 90, 96, 106], "fair": 12, "bias": 12, "model_nam": [12, 13, 14, 15, 16, 17, 18, 21, 29, 30, 33, 34, 40, 47, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "conf_threshold": [12, 13, 14, 15, 16, 17, 18, 21, 34, 47], "iou_threshold": [12, 13, 14, 15, 16, 17, 18, 20, 21, 34, 47], "perform": [12, 16, 20, 21, 23, 30, 33, 34, 39, 45, 47, 48, 51, 59, 74, 85, 97, 98, 107, 108], "confid": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 34, 40, 45, 47, 52, 54, 75, 82], "threshold": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 25, 34, 39, 42, 43, 45, 47, 50, 54, 74, 75, 79, 82, 89, 97], "iou": [12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 34, 47], "bounding_box": 12, "x1": [12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 34, 47, 48], "y1": [12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 34, 47, 48], "x2": [12, 20, 22], "y2": [12, 20, 22], "box": [12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 45, 51], "f": [12, 17, 22, 39, 43, 67, 86], "2f": 12, "point": [13, 17, 39, 52, 59], "femal": [13, 20, 47, 73], "genit": 13, "male": [13, 20, 73], "anime_censor_detect": 13, "yolov8": [13, 14, 15, 16, 17, 18, 21], "model": [13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 26, 27, 28, 29, 30, 31, 33, 34, 38, 39, 40, 43, 45, 47, 51, 52, 54, 59, 62, 63, 64, 65, 66, 67, 70, 74, 75, 76, 77, 79, 82, 83, 86, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 106, 109], "v1": [13, 14, 15, 16, 17, 21, 47, 67, 82], "identifi": [13, 29, 37, 64], "locat": 13, "anatom": 13, "analyz": [13, 20, 40], "data": [13, 16, 18, 35, 37, 39, 51, 58, 66, 67, 74, 76, 94, 100, 106, 107, 108, 109], "either": [13, 14, 15, 16, 17, 33, 39, 59, 82, 86], "standard": [13, 15, 16, 17, 35, 59, 85], "n": [13, 14, 15, 16, 17, 18, 21, 37, 39, 47, 59, 67], "nano": [13, 15, 16, 17, 47], "faster": [13, 14, 15, 16, 17, 18, 47], "while": [13, 15, 16, 17, 24, 34, 46, 48, 62, 85], "slower": [13, 21], "construct": [13, 14, 16, 17, 47, 82], "intersect": [13, 14, 15, 16, 17, 18, 21, 22, 47], "over": [13, 14, 15, 16, 17, 18, 21, 22, 23, 47, 73], "merg": [13, 14, 15, 16, 17, 39], "integ": [13, 37, 43, 52, 59], "x0": [13, 14, 15, 16, 17, 18, 21, 24, 34, 47, 48], "y0": [13, 14, 15, 16, 17, 18, 21, 24, 34, 47, 48], "bound": [13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 51], "indic": [13, 39, 52, 55, 74, 79, 82], "nipple_f": [13, 47], "peni": [13, 47], "pussi": [13, 47, 67], "runtimeerror": [13, 29, 33], "detection_visu": [13, 14, 15, 16, 18, 19, 21], "nude_girl": [13, 47], "365": 13, "264": 13, "399": 13, "289": [13, 14], "7473511695861816": 13, "224": [13, 57, 58, 59], "260": 13, "252": 13, "285": 13, "6830288171768188": 13, "206": 13, "523": [13, 47, 48], "240": 13, "608": 13, "6799028515815735": 13, "matplotlib": [13, 14, 15, 16, 24, 51], "pyplot": [13, 14, 15, 16, 51], "plt": [13, 14, 15, 16, 51], "imshow": [13, 14, 15, 16, 51], "anime_eye_detect": 14, "allow": [14, 15, 17, 18, 21, 30, 34, 37, 55, 57, 59, 85], "trade": [14, 16], "off": [14, 16], "speed": [14, 15, 16, 17, 18, 21, 25, 83], "accuraci": [14, 15, 16, 17, 18, 21, 45, 89, 91, 94, 97, 100, 104], "higher": [14, 15, 16, 17, 18, 20, 23, 97], "consid": [14, 17, 22, 39, 45, 48, 50, 60, 73, 94, 100], "overlap": [14, 16, 17, 18, 22, 64, 65, 74, 75, 77, 79, 82, 83, 106], "coordin": [14, 15, 16, 17, 18, 24, 34, 48, 52, 62], "alwai": [14, 16, 17, 18, 45], "except": [14, 17, 37, 55, 59, 67], "predict": [14, 18, 21, 29, 30, 33, 34, 75, 82, 89, 91, 93, 94, 97, 98, 100, 102, 104], "yolo_predict": [14, 21, 32], "squat": [14, 16, 51], "297": 14, "239": [14, 45], "341": 14, "271": 14, "7760562896728516": 14, "230": 14, "263": 14, "308": 14, "7682342529296875": 14, "createml": 15, "huggingfac": [15, 17, 39, 45, 59, 62, 71, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104], "anime_face_detect": 15, "user": [15, 21, 29, 30, 33, 34, 37, 60, 69, 109], "balanc": [15, 17, 21, 67], "system": [15, 16, 25, 55, 59, 94, 100], "overhead": [15, 16, 25, 85], "avail": [15, 21, 24, 29, 30, 37, 39, 45, 48, 55, 59, 67, 80, 88, 89, 91, 94, 100, 104], "v0": [15, 21, 64, 65], "overrid": [15, 21], "auto": [15, 21, 51, 69, 88], "mostima_post": [15, 18], "29": [15, 18, 59], "441": [15, 18], "204": [15, 18], "584": [15, 18], "7874319553375244": [15, 18], "346": [15, 18], "59": [15, 18], "529": [15, 18], "275": [15, 18], "7510495185852051": [15, 18], "606": [15, 18], "51": [15, 18, 59], "895": [15, 18], "336": [15, 18], "6986488103866577": [15, 18], "upper": [16, 47], "bodi": [16, 21, 51, 52, 54, 67], "anime_halfbody_detect": 16, "pleas": [16, 23, 38, 39, 45, 64, 66, 68, 83, 90, 94, 97, 100, 107, 108], "primari": [16, 90, 93, 95, 99, 101, 103], "purpos": 16, "crop": [16, 50, 57, 58, 59, 67], "illustr": [16, 67, 91, 93], "therefor": [16, 39, 107, 108], "consist": [16, 39], "person": [16, 19, 22, 24, 34, 51, 99, 106], "peopl": [16, 80], "guarante": [16, 45], "you": [16, 18, 19, 21, 26, 45, 48, 64, 65, 82, 83, 85, 88, 89, 90, 91, 94, 97, 100, 104, 109], "inde": 16, "recommend": [16, 23, 39, 42, 43, 82, 83, 94, 100], "approach": 16, "detect_person": [16, 19, 24, 51], "individu": [16, 22, 37, 57, 66], "obtain": [16, 26, 38, 39], "local": [16, 60, 107, 108], "flexibl": [16, 57, 58], "lower": [16, 42, 43, 45, 47], "127": 16, "629": 16, "637": 16, "9040350914001465": 16, "anime_hand_detect": 17, "choos": [17, 21, 45], "35": [17, 59, 67, 74, 82], "configur": [17, 29, 39, 57, 58, 59, 106], "suit": 17, "case": [17, 23, 39, 42], "defin": [17, 21, 39, 67, 86], "being": 17, "label": [17, 18, 20, 22, 23, 24, 29, 30, 33, 34, 39, 40, 45, 76, 98, 102], "infer": [17, 20, 23, 30, 33, 34, 51, 64, 65, 88, 97], "anime_imag": 17, "bbox": 17, "conf": 17, "customiz": [18, 24], "integr": [18, 30, 74, 109], "repositori": [18, 29, 30, 33, 34, 39], "anime_head_detect": 18, "contribut": 18, "our": 18, "develop": [18, 83, 109], "yolo11": 18, "architectur": 18, "usag": [18, 29, 30, 66, 67, 68, 74, 85, 86, 105], "head_detect_v2": 18, "0_": 18, "equal": [18, 48], "deprec": [18, 23, 38], "remov": [18, 23, 29, 34, 38, 45, 62, 71, 73, 75, 76, 81, 82], "futur": [18, 23], "help": [18, 39, 50, 62], "For": [18, 19, 21, 22, 30, 39, 45, 52, 66, 82, 88], "instead": [18, 23, 76], "detect_head": [19, 24], "booru_yolo": [19, 106], "detect_with_booru_yolo": 19, "detect_censor": [19, 47, 94, 100], "ey": [19, 48, 52, 67, 73, 106], "detect_ey": 19, "detect_fac": 19, "halfbodi": [19, 90, 99, 106], "detect_halfbodi": 19, "hand": [19, 52, 54, 67, 73, 106], "detect_hand": 19, "nudenet": [19, 106], "detect_with_nudenet": 19, "calculate_i": 19, "bboxes_similar": 19, "detection_similar": 19, "detect_text": 19, "nuditi": 20, "run": [20, 25, 29, 30, 34, 83, 88, 105, 106], "nm": 20, "postprocess": 20, "onnx": [20, 29, 30, 33, 34, 75, 88, 98], "nudenet_onnx": 20, "notai": 20, "tech": 20, "detail": [20, 62, 66, 67, 88, 90], "respect": 20, "female_genitalia_cov": 20, "genitalia": 20, "face_femal": 20, "buttocks_expos": 20, "expos": 20, "female_breast_expos": 20, "female_genitalia_expos": 20, "male_breast_expos": 20, "anus_expos": 20, "anu": 20, "feet_expos": 20, "feet": [20, 52, 54], "belly_cov": 20, "feet_cov": 20, "armpits_cov": 20, "armpit": 20, "armpits_expos": 20, "face_mal": 20, "belly_expos": 20, "male_genitalia_expos": 20, "anus_cov": 20, "female_breast_cov": 20, "buttocks_cov": 20, "onnxruntim": [20, 87, 106], "topk": [20, 29], "100": [20, 25, 34, 42, 59, 85], "45": [20, 43, 59], "score_threshold": 20, "number": [20, 29, 30, 33, 37, 39, 45, 52, 60, 62, 86, 89], "keep": [20, 79], "entir": 21, "anidet3": 21, "roboflow": 21, "m": 21, "x": [21, 39, 48, 52, 67, 85, 86, 102], "fastest": [21, 25], "most": [21, 29, 30, 33, 34], "confidence_scor": [21, 24], "genshin_post": [21, 46, 47, 48], "371": 21, "232": 21, "564": 21, "690": 21, "7533698678016663": 21, "135": [21, 52], "451": 21, "716": [21, 45], "6788613796234131": 21, "614": 21, "393": 21, "830": 21, "686": 21, "5612757205963135": 21, "1275": 21, "654": 21, "4047100841999054": 21, "calcul": [22, 30, 39, 42, 43], "comput": [22, 27, 30, 33, 41, 59, 85, 86, 98], "work": [22, 29, 30, 33, 36, 42, 69, 98], "aggreg": 22, "involv": 22, "segment": [22, 60, 106], "evalu": [22, 38], "algorithm": [22, 39, 42], "box1": 22, "box2": 22, "bboxtyp": 22, "measur": [22, 38, 39, 42], "divid": [22, 52], "4f": 22, "1429": 22, "bboxes1": 22, "bboxes2": 22, "liter": [22, 39, 48, 52, 64, 65, 80], "max": [22, 23], "raw": [22, 29, 30, 33, 37], "depend": [22, 67, 68, 105], "unknown": [22, 80], "hungarian": 22, "find": [22, 48], "optim": [22, 30, 39], "assign": [22, 23, 29, 39], "among": [22, 39], "averag": 22, "detect1": 22, "detect2": 22, "bboxwithscoreandlabel": 22, "group": [22, 29, 43, 76], "correspond": [22, 39, 45, 50, 59, 82, 98, 102], "combin": [22, 37, 45], "against": [22, 83], "ground": [22, 94, 100], "truth": [22, 94, 100], "car": 22, "85": [22, 74, 82], "75": 22, "text_detect": 23, "been": [23, 98], "migrat": 23, "ocr": [23, 106], "detect_text_with_ocr": [23, 106], "soon": 23, "paddleocr": [23, 45], "dbnetpp_resnet50_fpnc_1200e_icdar2015": 23, "05": [23, 59, 74, 75, 89, 90, 91, 93, 98, 99, 100, 101, 103, 104], "max_area_s": 23, "640": 23, "region": [23, 47, 50, 94, 100], "dbnet": 23, "do": [23, 50, 91], "640x640": 23, "ani": [23, 30, 33, 37, 39, 47, 57, 59, 62, 67, 72, 86, 88], "sinc": [23, 38], "appear": [24, 27], "font": 24, "pad": [24, 71], "see": [24, 67, 88], "text_pad": 24, "fontsiz": 24, "max_short_edge_s": 24, "fp": 24, "no_label": 24, "normal": [24, 30, 40, 57, 58, 59, 82], "predefin": [24, 73], "extract": [24, 25, 27, 28, 37, 39, 43, 45, 50, 59, 66, 67, 68, 69, 75, 82], "around": [24, 29, 34, 37, 54], "shortest": 24, "edg": [24, 54, 106], "maintain": [24, 34, 46, 52, 85, 109], "font_manag": 24, "fontproperti": 24, "properti": [24, 48, 52, 67, 69], "cv2": 25, "have": [25, 27, 39, 80, 81, 94, 100, 105], "lowest": 25, "resourc": [25, 106], "low_threshold": 25, "high_threshold": 25, "200": [25, 34, 59], "assum": [25, 27, 28, 71], "its": [25, 27, 28, 29, 39, 45, 46, 59, 68, 71, 74, 76, 88, 90, 91, 93, 94, 95, 98, 99, 100, 101, 103, 104], "low": [25, 33, 38, 40, 67, 79, 82, 83], "high": [25, 33, 34, 61, 67, 83, 97, 98], "outlin": 26, "comparison": [26, 74], "canni": [26, 106], "get_edge_by_canni": 26, "edge_image_with_canni": 26, "lineart": [26, 28, 106], "get_edge_by_lineart": 26, "edge_image_with_lineart": 26, "lineart_anim": [26, 106], "get_edge_by_lineart_anim": 26, "edge_image_with_lineart_anim": 26, "best": [27, 40, 48, 67], "effect": [27, 38, 47, 105], "closest": 27, "consum": 27, "amount": 27, "memori": [27, 29, 30, 34, 107, 108], "power": 27, "runtim": [27, 30, 88, 97], "coars": 27, "detect_resolut": [27, 28], "512": [27, 28, 54, 67, 83], "deeper": 27, "richer": 27, "probabl": [27, 30, 98], "extra": [27, 67], "increas": [27, 39], "resolut": [27, 28, 60, 83], "neural": [27, 28, 71, 86], "network": [27, 28, 71, 86], "classif": [29, 33, 86, 90, 91, 93, 94, 95, 96, 99, 100, 101, 103, 104], "those": [29, 97], "store": [29, 30, 34, 35, 67, 68], "well": [29, 42], "manag": [29, 30, 33, 34, 88, 106], "interact": [29, 30, 33, 34], "also": [29, 57, 82, 109], "token": [29, 30, 33, 34], "authent": [29, 30, 33, 34], "access": [29, 30, 33, 52, 67, 85], "privat": [29, 30, 31, 33, 43], "repo_id": [29, 30, 33, 34], "fn_preprocess": 29, "callabl": [29, 59], "hf_token": [29, 30, 33, 34], "comprehens": [29, 30], "imagepreprocessfunc": 29, "variabl": [29, 48, 88], "_model_nam": 29, "cach": [29, 30, 33, 34, 60, 87, 106], "_model": 29, "dictionari": [29, 35, 40, 57, 59, 67, 68, 69, 72, 73, 75, 90, 93, 95, 99, 101, 103], "_label": 29, "_hf_token": 29, "org": 29, "repo": [29, 59], "__init__": [29, 30, 31, 33, 34, 37, 48, 52, 60, 69, 73], "instanc": [29, 30, 34, 39, 47, 52, 59, 60, 73], "clear": [29, 30, 33, 34, 39, 68, 90, 94, 100], "free": [29, 30, 34], "up": [29, 30, 34, 73], "launch_demo": [29, 30, 33, 34], "default_model_nam": [29, 30, 33, 34], "server_nam": [29, 30, 33, 34], "server_port": [29, 30, 33, 34], "launch": [29, 30, 33, 34], "gradio": [29, 30, 33, 34], "demo": [29, 30, 33, 34, 79], "interfac": [29, 30, 33, 34, 85], "ui": [29, 33, 34], "make_ui": [29, 30, 33, 34], "server": [29, 30, 33, 34], "select": [29, 30, 33, 34, 39, 47, 60], "dropdown": [29, 30], "port": [29, 30, 33, 34], "importerror": [29, 34], "instal": [29, 33, 34, 62, 68, 106], "properli": [29, 33, 67], "usernam": [29, 34], "repo_nam": [29, 34], "model_v1": 29, "7860": [29, 30, 34], "submit": 29, "recent": [29, 30, 33, 34], "label_group": 29, "highest": [29, 98], "through": [29, 30, 59, 109], "error": [29, 37, 59, 82], "predict_fmt": 29, "fmt": [29, 30, 33, 40, 75, 82], "top5": 29, "logit": [29, 30, 33], "embed": [29, 30, 33, 37, 82], "dict": [29, 30, 37, 40, 51, 57, 58, 59, 67, 68, 69, 75, 82, 85, 90, 91, 93, 94, 95, 99, 100, 101, 103, 104], "top": [29, 48, 97], "k": 29, "e": [29, 30, 39, 61, 64, 65, 80, 83, 86], "g": [29, 30, 39, 61, 64, 65, 80, 82, 83], "top10": 29, "predict_scor": 29, "ia": 29, "conveni": [29, 52, 67, 109], "wrapper": [29, 34, 37], "id": [29, 30, 33, 34], "multimod": 30, "hub": 30, "discoveri": 30, "variant": [30, 33], "pipelin": [30, 57, 59], "pattern": [30, 39, 73], "direct": 30, "api": [30, 33], "control": [30, 67], "via": 30, "web": [30, 33], "deploy": [30, 98], "reus": 30, "lru": 30, "thread": [30, 33, 85, 105], "safe": [30, 33, 68, 74, 75, 85, 96, 98, 100, 105, 106], "demand": 30, "switch": 30, "image_encod": [30, 33], "upload": [30, 34], "enter": 30, "link": 30, "address": 30, "bind": 30, "organ": 30, "precomput": [30, 81], "cosin": 30, "scale": [30, 33, 47, 48, 52, 67, 71, 82, 107, 108], "complex": 30, "image_embed": 30, "text_embed": 30, "etc": [30, 59], "thei": [30, 39, 55, 59], "l2": [30, 82], "text_encod": [30, 33], "accept": 30, "_process_rgb": 31, "_process_alpha_channel_with_model": 31, "_process_rgba": 31, "attribut": 31, "classifi": [32, 90, 95, 96, 97, 99, 101, 103, 104, 106], "classifymodel": 32, "classify_predict_scor": 32, "classify_predict": 32, "classify_predict_fmt": 32, "imageenhanc": 32, "clip": [32, 59, 67, 106], "clipmodel": 32, "clip_image_encod": 32, "clip_text_encod": 32, "clip_predict": 32, "siglip": [32, 59, 106], "siglipmodel": 32, "siglip_image_encod": 32, "siglip_text_encod": 32, "siglip_predict": 32, "yolomodel": 32, "sigmoid": [33, 87], "loss": 33, "creation": [33, 57, 58, 69], "preprocessor": [33, 67], "reset": 33, "about": [33, 35], "hostnam": 33, "gr": [33, 34], "One": [33, 43], "detect": [34, 42, 45, 47, 51, 52, 53, 54, 72, 73, 88, 89, 94, 100, 106], "post": [34, 45], "helper": 34, "easi": 34, "metadata": [34, 40, 66, 68, 69, 106], "cleanup": 34, "associ": [34, 69], "default_conf_threshold": 34, "default_iou_threshold": 34, "environmenterror": [34, 62, 68], "environ": [34, 83, 85, 88, 106], "offlin": 34, "yolov5": 34, "allow_dynam": 34, "dynam": [34, 57], "300": [34, 59], "400": 34, "simpl": 34, "explicitli": 34, "read": [35, 36, 37, 66, 67, 68], "write": [35, 36, 37, 66, 68], "exif": [35, 36, 67], "gif": [35, 36, 67], "comment": 35, "These": [35, 38, 60], "retriev": [35, 39], "context": [35, 36], "ai": [35, 36, 69, 89], "found": [35, 48, 67, 90], "attempt": [35, 48, 59, 67, 69, 88], "commonli": [35, 59, 76, 86], "where": [35, 39, 67, 68, 82, 85], "look": [35, 45, 67, 90], "usercom": 35, "field": [35, 69], "dst_filenam": 35, "destin": [35, 67, 68, 69], "filenam": [35, 60], "pnginfo": [35, 37, 67, 69], "wai": [35, 67, 68], "geninfo": [36, 106], "lsb": [36, 69, 106], "signific": [36, 37, 39, 64, 69], "bit": [36, 37, 59, 69], "read_geninfo_paramet": 36, "read_geninfo_exif": 36, "read_geninfo_gif": 36, "write_geninfo_paramet": 36, "write_geninfo_exif": 36, "write_geninfo_gif": 36, "read_lsb_raw_byt": 36, "read_lsb_metadata": 36, "write_lsb_raw_byt": 36, "write_lsb_metadata": 36, "lsbreaderror": 36, "lsbextractor": 36, "imagelsbdataextractor": 36, "serialize_pnginfo": 36, "serialize_json": 36, "inject_data": 36, "steganographi": 37, "serial": 37, "json": 37, "compat": [37, 76], "inject": 37, "emb": [37, 82], "seamlessli": 37, "hidden": 37, "decompress": 37, "them": [37, 47, 57, 64, 68, 82], "gzip": 37, "written": 37, "appropri": [37, 45, 59, 67], "serializ": [37, 57], "err": 37, "caus": [37, 105], "multi": [37, 85], "get_next_n_byt": 37, "next": [37, 55], "get_one_byt": 37, "form": [37, 76], "read_32bit_integ": 37, "32": [37, 59], "interpret": [37, 52], "big": 37, "endian": 37, "enough": 37, "magic": 37, "stealth_pngcomp": 37, "extract_data": 37, "length": [37, 39, 46], "compress": 37, "along": [37, 39, 71], "robust": [37, 39], "skytnt": [38, 60, 71], "poor": 38, "anime_dbaesthet": [38, 41], "better": [38, 42, 62, 82, 83, 89, 91, 94, 97, 100, 104], "2053756": 38, "09986039996147156": 38, "1663584": 38, "24299287796020508": 38, "4886411": 38, "38091593980789185": 38, "2066024": 38, "5131649971008301": 38, "3670169": 38, "6011670827865601": 38, "5930006": 38, "7067991495132446": 38, "3821265": 38, "8237218260765076": 38, "5512471": 38, "9187621474266052": 38, "limit": [39, 74], "smaller": 39, "7eu7d7": [39, 79, 83, 109], "ccip_onnx": 39, "cluster": [39, 43], "refer": [39, 42, 66, 97], "relev": 39, "aforement": 39, "manual": [39, 48], "384": [39, 43, 57, 58, 59], "caform": 39, "randaug": 39, "prune": 39, "vector": 39, "pruned_fp32": 39, "5_fp32": 39, "feat": 39, "768": [39, 45, 67], "17847511429108218": 39, "1951224011983088": 39, "18397327797685215": 39, "y": [39, 48, 85], "16583099961280823": 39, "42947039008140564": 39, "4037521779537201": 39, "4371533691883087": 39, "40748104453086853": 39, "392294704914093": 39, "whether": [39, 45, 47, 59, 69, 72, 75, 82, 83], "belong": 39, "pairwis": 39, "matrix": 39, "5350548e": 39, "08": [39, 59, 99, 100], "6583106e": 39, "01": 39, "2947042e": 39, "0375218e": 39, "8025822e": 39, "3715334e": 39, "0748104e": 39, "2675274e": 39, "9229470e": 39, "j": 39, "th": 39, "dbscan": 39, "dbscan_2": 39, "dbscan_fre": 39, "optic": [39, 45], "optics_best": 39, "epsilon": 39, "ep": 39, "min_sampl": 39, "ccipclustermethodtyp": 39, "12921094122454668": 39, "1291187648928262": 39, "1836453739562513": 39, "distanc": 39, "_featureorimag": 39, "sampl": [39, 43, 67, 89, 90, 91, 93, 94, 95, 99, 100, 101, 103, 104], "neighborhood": [39, 62], "core": [39, 107, 108], "few": 39, "too": 39, "sensit": [39, 47, 82, 94, 100], "tune": 39, "guidelin": 39, "deal": [39, 66], "solut": [39, 48], "small": [39, 47], "advis": [39, 74], "significantli": 39, "separ": 39, "slightli": 39, "exhibit": 39, "regular": [39, 62], "outfit": 39, "awar": 39, "highli": 39, "so": [39, 42, 79, 83], "care": 39, "diff": 39, "07437477": 39, "0356068": 39, "04396922": 39, "05131693": 39, "assess": 40, "aesthet": [40, 41, 106], "danbooru": [40, 74, 77, 79, 94, 97], "hakubooru": 40, "kohakublueleaf": 40, "swinv2pv3_v0_448_ls0": 40, "2_x": 40, "percentil": 40, "_default_model_nam": 40, "masterpiec": [40, 67], "9831666690063624": 40, "8810615667538594": 40, "great": 40, "8225559148288356": 40, "good": [40, 45], "591020403706702": 40, "2888798940585766": 40, "243279223969715": 40, "worst": [40, 67], "005268185993767627": 40, "275707557797432": 40, "7977807857096195": 40, "56098810210824": 40, "670568235218525": 40, "1677918508648872": 40, "9305131509900093": 40, "6085879728198051": 40, "6834832429885864": 40, "16141420602798462": 40, "05435194447636604": 40, "025083942338824272": 40, "024000568315386772": 40, "027076328173279762": 40, "024589713662862778": 40, "3757021427154541": 40, "3451208472251892": 40, "1511985808610916": 40, "04740551486611366": 40, "02172713913023472": 40, "027498546987771988": 40, "03134724497795105": 40, "39281174540519714": 40, "22457796335220337": 40, "15563568472862244": 40, "10796019434928894": 40, "047730278223752975": 40, "0393439345061779": 40, "031940147280693054": 40, "13832266628742218": 40, "20687267184257507": 40, "2509062886238098": 40, "1644320785999298": 40, "11332042515277863": 40, "08270663768053055": 40, "043439216911792755": 40, "033693961799144745": 40, "03375888615846634": 40, "050045162439346313": 40, "16734018921852112": 40, "4311050772666931": 40, "23242227733135223": 40, "05163438618183136": 40, "012833272106945515": 40, "01619996316730976": 40, "03074900433421135": 40, "1396280825138092": 40, "5038207173347473": 40, "22299200296401978": 40, "07377689331769943": 40, "02854202501475811": 40, "026677291840314865": 40, "02838410809636116": 40, "026617199182510376": 40, "02508518099784851": 40, "06039097160100937": 40, "8043031692504883": 40, "get_aesthetic_scor": 41, "ccip": [41, 106], "ccip_extract_featur": 41, "ccip_batch_extract_featur": 41, "ccip_default_threshold": 41, "ccip_differ": 41, "ccip_sam": 41, "ccip_batch_differ": 41, "ccip_batch_sam": 41, "ccip_default_clustering_param": 41, "ccip_clust": 41, "ccip_merg": 41, "dbaesthet": [41, 106], "laplacian": [41, 106], "laplacian_scor": 41, "lpip": [41, 106], "lpips_extract_featur": 41, "lpips_differ": 41, "lpips_clust": 41, "psnr_": [41, 106], "psnr": [41, 65], "blur": [42, 47], "than": [42, 43, 47, 85, 89, 97], "seem": 42, "just": [42, 62, 91, 94, 97, 100, 104], "we": [42, 64, 83], "explor": 42, "bluri": 42, "hutao": [42, 71, 74, 75, 79, 82], "156": 42, "68285005210006": 42, "text_blur": 42, "2276": 42, "66629157129": 42, "real2": 42, "908745781486806": 42, "mmd": 42, "1072": 42, "8372572065527": 42, "richzhang": 43, "perceptualsimilar": 43, "chafen_arknight": 43, "rand": 43, "reach": 43, "995": 43, "cnn": 43, "f1": 43, "f2": 43, "f3": 43, "f4": 43, "f5": 43, "64": [43, 59, 62, 67, 83, 107, 108], "99": 43, "192": 43, "49": [43, 59], "256": [43, 57, 58, 64, 67], "img1": [43, 44, 82], "img2": [43, 44, 82], "anoth": 43, "16922694444656372": 43, "22250649333000183": 43, "6897575259208679": 43, "10956494510173798": 43, "6823137998580933": 43, "6837796568870544": 43, "nois": [43, 50, 62, 64], "inf": 44, "gaussian_20": 44, "dat": 44, "058228614646987": 44, "gaussian_3": 44, "27": [44, 59], "65611098737784": 44, "lq": 44, "29589659377844": 44, "recogn": [45, 59], "export": [45, 88], "recognit": 45, "ch_pp": 45, "ocrv4_det": 45, "heat_threshold": 45, "box_threshold": 45, "max_candid": 45, "1000": 45, "unclip_ratio": 45, "heat": 45, "candid": 45, "unclip": 45, "comic": [45, 91], "742": 45, "485": [45, 57, 58], "809": 45, "511": 45, "9543377610144915": 45, "682": 45, "98": 45, "734": 45, "124": 45, "9309689495575223": 45, "136": 45, "836": 45, "164": 45, "9042856988923695": 45, "144": 45, "455": 45, "196": 45, "874083638387722": 45, "719": 45, "835": 45, "488": 45, "8628696346175078": 45, "478": 45, "214": 45, "508": 45, "848871771901487": 45, "1030": 45, "557": 45, "1184": 45, "578": 45, "8352495440618789": 45, "427": 45, "129": 45, "553": 45, "154": 45, "8249209443996619": 45, "detect_model": 45, "recognize_model": 45, "ocrv4_rec": 45, "rotation_threshold": 45, "is_remove_dupl": 45, "rotat": [45, 48], "duplic": [45, 67], "mob": 45, "9356705927336156": 45, "shishou": 45, "8933000384412466": 45, "BUT": 45, "8730931912907247": 45, "oh": 45, "8417627579351514": 45, "mirror": 45, "7366019454049503": 45, "el": 45, "gato": 45, "iberico": 45, "7271127306351021": 45, "THAt": 45, "701928390168364": 45, "6965972578194936": 45, "chines": 45, "english": 45, "cannot": [45, 55, 57, 59, 69], "languag": 45, "func": [45, 87, 106], "japanes": [45, 67], "post_text": 45, "319": 45, "847": 45, "561": 45, "899": 45, "kancol": 45, "9130667787597329": 45, "552": 45, "811": 45, "791": 45, "921": 45, "1944": 45, "8566762346615406": 45, "820": 45, "558": 45, "850": 45, "fleet": 45, "collect": [45, 66], "8100635458911772": 45, "235": 45, "904": 45, "855": 45, "1009": 45, "\u6d77": 45, "6716076803280185": 45, "858": 45, "808": 45, "tsu": 45, "ka": 45, "NO": 45, "u": [45, 109], "mi": 45, "de": 45, "654507230718228": 45, "209": 45, "507": 45, "2888084133529467": 45, "japan_pp": 45, "ocrv3_rec": 45, "9230690942939336": 45, "8564870717047623": 45, "\u3044\u3064\u304b\u3042\u306e\u6d77\u3067": 45, "8061289060358996": 45, "8045396777081609": 45, "7311649382696896": 45, "\u8266\u3068\u308c\u308c": 45, "6648729016512889": 45, "ocrv2_det": 45, "ocrv3_det": 45, "ocrv4_server_det": 45, "ch_ppocr_mobile_slim_v2": 45, "0_det": 45, "ch_ppocr_mobile_v2": 45, "ch_ppocr_server_v2": 45, "en_pp": 45, "arabic_pp": 45, "ocrv2_rec": 45, "ocrv4_server_rec": 45, "0_rec": 45, "chinese_cht_pp": 45, "cyrillic_pp": 45, "devanagari_pp": 45, "en_number_mobile_v2": 45, "ka_pp": 45, "korean_pp": 45, "latin_pp": 45, "ta_pp": 45, "te_pp": 45, "dimens": [46, 59], "max_siz": [46, 57, 58, 59], "longer": 46, "after": [46, 59, 74, 79, 82], "1280": 46, "720": 46, "new_img": 46, "600": 46, "337": 46, "obscur": 47, "regist": [47, 48, 57, 58, 59], "rectangular": 47, "967": [47, 48], "143": [47, 48], "1084": [47, 48], "261": [47, 48], "246": [47, 48], "208": [47, 48], "331": [47, 48], "287": [47, 48], "662": [47, 48], "466": [47, 48], "705": [47, 48], "514": [47, 48], "479": [47, 48], "283": [47, 48], "326": [47, 48], "color_black": 47, "radiu": 47, "emoji": [47, 48], "penis": 47, "vagina": 47, "serv": [47, 59, 74], "foundat": 47, "inherit": [47, 59], "within": [47, 67, 74, 82], "fill": 47, "color_default": 47, "green": 47, "color_green": 47, "ffff00": 47, "color_ffff00": 47, "blur_4": 47, "blur_8": 47, "blur_12": 47, "pixelate_4": 47, "pixelate_8": 47, "pixelate_12": 47, "cl": 47, "arg": 47, "subclass": 47, "keyerror": 47, "alreadi": 47, "exist": [47, 68, 88, 91], "angl": 48, "end": [48, 67], "censor_area": [48, 49], "ratio_threshold": 48, "minimum": [48, 54, 60, 62], "total": [48, 107, 108], "star": [48, 79], "register_censor_method": [48, 49], "smiling_face_with_heart": 48, "twitter": 48, "appl": 48, "googl": 48, "microsoft": 48, "samsung": 48, "whatsapp": 48, "facebook": 48, "messeng": 48, "joypixel": 48, "openmoji": 48, "emojidex": 48, "mozilla": 48, "express": 48, "code": [48, 64, 79, 82], "_emojistyletyp": 48, "emoji_default": 48, "cat_fac": 48, "emoji_green": 48, "grinning_face_with_sweat": 48, "emoji_liuhanhuangd": 48, "minim": 48, "abl": [48, 55], "prefix": [48, 73, 78], "sum": 48, "cx": 48, "mass": 48, "occlus": 48, "cy": 48, "find_for_area": 48, "rectangl": 48, "corner": 48, "factor": [48, 59], "align": [49, 106], "align_maxs": 49, "censor_": [49, 106], "censor_nsfw": 49, "basecensor": 49, "colorcensor": 49, "blurcensor": 49, "pixelatecensor": 49, "imgcensor": [49, 106], "imagebasedcensor": 49, "emojibasedcensor": 49, "singleimag": 49, "squeez": [49, 106], "squeeze_with_transpar": 49, "fit": 50, "tightli": 50, "interest": 50, "jerry_with_spac": 50, "median_filt": 50, "median": 50, "kernel": 50, "larger": [50, 54, 84], "disabl": 50, "keypoint": [51, 52, 53, 54], "idea": 51, "research": 51, "auto_detect": 51, "out_bbox": 51, "person_detect_cfg": 51, "op18keypointset": [51, 53, 54], "rtmpose": 51, "config": [51, 58, 106, 109], "foot": [51, 52], "hand1": 51, "hand2": 51, "op18_visu": [51, 53], "0x7f5ca933f3d0": 51, "axesimag": 51, "0x7f5c98069790": 51, "all_": 52, "openpos": [52, 67], "op18": [52, 54], "__mul__": 52, "multipli": 52, "scalar": 52, "__truediv__": 52, "divisor": 52, "left_foot": 52, "left_hand": 52, "right_foot": 52, "right_hand": 52, "enum": 52, "enumer": 52, "symbol": [52, 79, 82], "make": [52, 57, 76, 86, 94, 98, 100], "readabl": [52, 82], "categor": 52, "nose": 52, "neck": 52, "elbow": 52, "wrist": 52, "ankl": 52, "ear": [52, 73, 80], "member": 52, "right_should": 52, "right_elbow": 52, "right_wrist": 52, "left_should": 52, "left_elbow": 52, "left_wrist": 52, "right_hip": 52, "right_kne": 52, "right_ankl": 52, "left_hip": 52, "left_kne": 52, "left_ankl": 52, "right_ey": 52, "left_ey": 52, "right_ear": 52, "left_ear": 52, "left_big_to": 52, "left_small_to": 52, "left_heel": 52, "right_big_to": 52, "right_small_to": 52, "right_heel": 52, "__int__": 52, "truncat": [52, 96, 106], "zero": 52, "must": [52, 73, 105], "preced": 52, "surround": 52, "whitespac": [52, 76], "36": [52, 59], "0b100": 52, "91": [52, 59], "112": 52, "92": [52, 59, 80], "113": [52, 59], "dwpose": [53, 106], "dwpose_estim": 53, "openpose18": 53, "op18_body_max": 53, "op18_body_min": 53, "op18_face_max": 53, "op18_face_min": 53, "op18_left_foot_max": 53, "op18_left_foot_min": 53, "op18_left_hand_max": 53, "op18_left_hand_min": 53, "op18_right_foot_max": 53, "op18_right_foot_min": 53, "op18_right_hand_max": 53, "op18_right_hand_min": 53, "keypoints_list": 54, "min_edge_s": 54, "draw_bodi": 54, "draw_hand": 54, "draw_feet": 54, "draw_fac": 54, "drawn": 54, "shorter": 54, "connect": 54, "ellips": 54, "facial": [54, 73, 90], "pars": [55, 57, 58, 66, 67, 106], "parser": [55, 57, 58, 67], "try": 55, "notparsetarget": 56, "register_pillow_transform": 56, "register_pillow_pars": 56, "create_pillow_transform": 56, "parse_pillow_transform": 56, "register_torchvision_transform": 56, "register_torchvision_pars": 56, "create_torchvision_transform": 56, "parse_torchvision_transform": 56, "register_creators_for_transform": 56, "notprocessortypeerror": 56, "create_transforms_from_transform": 56, "is_valid_size_dict": 56, "convert_to_size_dict": 56, "get_size_dict": 56, "create_clip_transform": 56, "create_transforms_from_clip_processor": 56, "create_convnext_transform": 56, "create_transforms_from_convnext_processor": 56, "create_vit_transform": 56, "create_transforms_from_vit_processor": 56, "create_siglip_transform": 56, "create_transforms_from_siglip_processor": 56, "create_bit_transform": 56, "create_transforms_from_bit_processor": 56, "create_blip_transform": 56, "create_transforms_from_blip_processor": 56, "create_mobilenetv2_transform": 56, "create_transforms_from_mobilenetv2_processor": 56, "tensor": [57, 58, 59, 68], "composit": [57, 59], "machin": [57, 86], "learn": [57, 86], "compos": [57, 58, 59], "sequenc": [57, 59, 73], "pillowcompos": [57, 59], "sequenti": 57, "decor": [57, 58, 59, 85], "facilit": 57, "creator": [57, 59], "tvalu": [57, 58], "describ": 57, "interpol": [57, 58, 59], "bicub": [57, 58, 59], "pillowres": [57, 59], "antialia": [57, 58, 59], "bilinear": [57, 58], "center_crop": [57, 58], "pillowcentercrop": [57, 59], "pillowtotensor": [57, 59], "maybe_to_tensor": [57, 58], "pillowmaybetotensor": 57, "std": [57, 58, 59], "pillownorm": [57, 59], "456": [57, 58], "406": [57, 58], "229": [57, 58], "225": [57, 58], "48500001430511475": 57, "4560000002384186": 57, "4059999883174896": 57, "2290000021457672": 57, "2240000069141388": 57, "22499999403953552": 57, "framework": 58, "extend": 58, "centercrop": 58, "totensor": 58, "maybetotensor": 58, "4850": 58, "4560": 58, "4060": 58, "2290": 58, "2240": 58, "2250": 58, "timm": 58, "interpolationmod": 58, "processor": [59, 107, 108], "vitimageprocessor": 59, "5906": 59, "33": 59, "donutimageprocessor": 59, "1901": 59, "70": [59, 83], "detrimageprocessor": 59, "1575": 59, "86": [59, 73], "clipimageprocessor": 59, "1374": 59, "73": 59, "videomaeimageprocessor": 59, "1093": 59, "convnextimageprocessor": 59, "648": 59, "65": 59, "segformerimageprocessor": 59, "533": 59, "00": 59, "beitimageprocessor": 59, "468": 59, "63": 59, "siglipimageprocessor": 59, "440": 59, "48": 59, "layoutlmv3imageprocessor": 59, "403": 59, "layoutlmv2imageprocessor": 59, "332": 59, "87": 59, "mllamaimageprocessor": 59, "qwen2vlimageprocessor": 59, "314": 59, "77": 59, "blipimageprocessor": 59, "276": 59, "55": 59, "idefics2imageprocessor": 59, "226": 59, "llavanextimageprocessor": 59, "215": 59, "bitimageprocessor": 59, "210": 59, "pix2structimageprocessor": 59, "conditionaldetrimageprocessor": 59, "53": 59, "samimageprocessor": 59, "52": 59, "deitimageprocessor": 59, "mask2formerimageprocessor": 59, "89": 59, "50": 59, "vivitimageprocessor": 59, "88": 59, "yolosimageprocessor": 59, "84": 59, "47": 59, "viltimageprocessor": 59, "41": 59, "detaimageprocessor": 59, "68": 59, "38": 59, "pixtralimageprocessor": 59, "mobilenetv2imageprocessor": 59, "mobilevitimageprocessor": 59, "61": 59, "34": [59, 107, 108], "dptimageprocessor": 59, "maskformerimageprocessor": 59, "28": 59, "nougatimageprocessor": 59, "ideficsimageprocessor": 59, "rtdetrimageprocessor": 59, "efficientnetimageprocessor": 59, "40": [59, 67], "deformabledetrimageprocessor": 59, "idefics3imageprocessor": 59, "fuyuimageprocessor": 59, "videollavaimageprocessor": 59, "pvtimageprocessor": 59, "09": 59, "oneformerimageprocessor": 59, "mobilenetv1imageprocessor": 59, "07": [59, 98, 99, 100, 103], "owlv2imageprocessor": 59, "chineseclipimageprocessor": 59, "efficientformerimageprocessor": 59, "llavaonevisionimageprocessor": 59, "swin2srimageprocessor": 59, "vithybridimageprocessor": 59, "owlvitimageprocessor": 59, "04": 59, "groundingdinoimageprocessor": 59, "03": 59, "perceiverimageprocessor": 59, "chameleonimageprocessor": 59, "levitimageprocessor": 59, "vitmatteimageprocessor": 59, "extens": [59, 74], "tri": 59, "def": [59, 85], "hasattr": 59, "feature_extractor": 59, "encount": 59, "becaus": 59, "until": 59, "successfulli": 59, "imageprocessor": 59, "autoimageprocessor": 59, "from_pretrain": 59, "openai": 59, "vit": 59, "patch32": 59, "pillowconvertrgb": 59, "48145467": 59, "4578275": 59, "40821072": 59, "26862955": 59, "2613026": 59, "2757771": 59, "size_dict": 59, "shortest_edg": 59, "invalid_kei": 59, "default_to_squar": 59, "height_width_ord": 59, "constraint": 59, "els": [59, 67, 107, 108], "incompat": 59, "longest_edg": 59, "param_nam": 59, "entri": 59, "conform": 59, "messag": [59, 83], "do_res": 59, "do_center_crop": 59, "crop_siz": 59, "do_rescal": 59, "rescale_factor": 59, "00392156862745098": 59, "do_norm": 59, "image_mean": 59, "image_std": 59, "do_convert_rgb": 59, "rescal": 59, "deviat": 59, "clipprocessor": 59, "crop_pct": 59, "tailor": 59, "convnext": 59, "percentag": 59, "prepar": 59, "replic": 59, "build": [59, 74, 82], "blip": 59, "255": 59, "openai_clip_mean": 59, "openai_clip_std": 59, "accord": 59, "behavior": 59, "mobilenetv2": 59, "per": 59, "equival": 59, "bg": 60, "strict_level": 60, "min_select": 60, "min_width": 60, "min_height": 60, "min_resolut": 60, "strict": [60, 94, 100], "get_imag": 60, "get_image_fil": 60, "list_image_fil": 60, "random_imag": 60, "randomli": 60, "random_image_fil": 60, "8057": 60, "000000": 60, "000001": 60, "000002": 60, "000003": 60, "000004": 60, "home": 60, "dgh": [60, 68, 109], "2400x1600": 60, "0x7feb86ed5160": 60, "003258": 60, "400x400": 60, "0x7feb86a748b0": 60, "quickli": 61, "backgroundimageset": 61, "list_bg_image_fil": 61, "get_bg_image_fil": 61, "get_bg_imag": 61, "random_bg_image_fil": 61, "random_bg_imag": 61, "opencv": 62, "denois": [62, 67], "inspir": [62, 71, 75, 82, 102], "mf666": [62, 102], "mist": 62, "fucker": 62, "diameter_min": 62, "diameter_max": 62, "sigma_color_min": 62, "sigma_color_max": 62, "sigma_space_min": 62, "sigma_space_max": 62, "radius_min": 62, "radius_max": 62, "eps_min": 62, "eps_max": 62, "b_iter": 62, "g_iter": 62, "random": [62, 80], "bilater": 62, "guid": 62, "stage": 62, "preserv": 62, "diamet": 62, "sigma": 62, "space": [62, 71, 82], "window": [62, 67], "term": 62, "contrib": 62, "noisy_imag": 62, "cleaned_img": 62, "cleaned_imag": 62, "blurri": [63, 67], "noisi": 63, "nafnet": [63, 106], "scunet": [63, 64, 106], "adversari": [63, 106], "remove_adversarial_nois": 63, "restore_with_nafnet": 63, "restore_with_scunet": 63, "ve": 64, "gaussian": 64, "To": 64, "correctli": 64, "credibl": 64, "rgg": [64, 65], "red": [64, 73], "gopro": 64, "sidd": 64, "tile_s": [64, 65, 83], "tile_overlap": [64, 65, 83], "batch_siz": [64, 65, 83], "nafnetmodeltyp": 64, "tile": [64, 65, 83], "gan": 65, "128": 65, "scunetmodeltyp": 65, "automatic1111": 66, "stabl": [66, 67, 89, 109], "diffus": [66, 67, 89], "webui": [66, 67, 68], "novelai": 66, "sdwui": 66, "submodul": 66, "nai": [66, 106], "docstr": 66, "sdmetadata": 66, "parse_sdmeta_from_text": 66, "get_sdmeta_from_imag": 66, "save_image_with_sdmeta": 66, "read_metadata": 66, "save_with_metadata": 66, "naimetadata": 66, "get_naimeta_from_imag": 66, "add_naimeta_to_imag": 66, "save_image_with_naimeta": 66, "formatt": 67, "a1111": 67, "sd_metadata_simpl": 67, "sd_metadata_complex": 67, "prompt": 67, "neg_prompt": 67, "neg": 67, "__str__": 67, "sd1": 67, "extrem": 67, "delic": 67, "beauti": 67, "offici": 67, "global": [67, 105], "illumin": 67, "soft": 67, "shadow": 67, "super": 67, "light": 67, "novel": [67, 69], "4k": 67, "metal_textur": 67, "striped_background": 67, "rich": 67, "cg": 67, "uniti": 67, "8k": 67, "wallpap": 67, "unreal": 67, "sci": 67, "fi": 67, "fantasi": 67, "silver_skin": 67, "cut": [67, 73], "silver_impossible_bodysuit": 67, "gem_on_chest": 67, "cut_silver_mechanical_leotard": 67, "headgear": [67, 73], "1_girl": 67, "solo": [67, 72, 73, 74, 75, 79, 80, 81, 82], "slim_waist": 67, "hair": [67, 73], "long": 67, "lumin": 67, "medium_breast": [67, 81], "indistinct_camelto": 67, "flat_crotch": 67, "coquettish": 67, "squint": 67, "evil_smil": 67, "dark_persona": 67, "mouth": 67, "wet": 67, "slim_fac": 67, "tall_girl": 67, "matur": 67, "mature_fac": 67, "slim_figur": 67, "slim_leg": 67, "groin": 67, "bare_thigh": 67, "easyneg": 67, "sketch": 67, "ugli": 67, "huge": 67, "logo": 67, "monochrom": [67, 93, 96, 106], "bad": 67, "mutat": 67, "horror": 67, "geometri": 67, "bad_prompt": 67, "miss": 67, "finger": 67, "limb": 67, "anatomi": 67, "interlock": 67, "digit": 67, "arm": 67, "2girl": 67, "deform": 67, "artist": 67, "blush": [67, 74, 75, 79, 82], "lipstick": 67, "skindent": 67, "tie": 67, "big_breast": 67, "thighhigh": [67, 74], "pubic_hair": [67, 73], "3d": [67, 91], "realist": 67, "slip": [67, 76], "head_out_of_fram": 67, "curvi": 67, "sampler": 67, "ddim": 67, "cfg": 67, "seed": 67, "3827064803": 67, "512x848": 67, "hash": 67, "eb49192009": 67, "anidosmix": 67, "skip": 67, "new_imag": 67, "let": 67, "what": 67, "nslim_fac": 67, "848": 67, "_sdmeta_text": 67, "directli": 67, "starri": 67, "night": 67, "daylight": 67, "euler": 67, "sd2": 67, "1girl": [67, 72, 73, 74, 75, 76, 79, 80, 81, 82], "blue": 67, "footwear": 67, "shoe": 67, "bang": [67, 73, 74, 79, 82], "indoor": 67, "sleev": 67, "ahog": [67, 73, 74, 75, 79, 82], "dress": [67, 73], "pot": 67, "plant": 67, "bag": [67, 74, 75, 79, 82], "bun": [67, 73], "lora": 67, "bluearchive10": 67, "bluearchiv": 67, "neg1": 67, "dpm": 67, "2m": 67, "sde": 67, "karra": 67, "2647703743": 67, "768x768": 67, "72bd94132e": 67, "cutemix": 67, "strength": 67, "controlnet": 67, "control_v11p_sd15_openpos": 67, "cab727d4": 67, "weight": 67, "perfect": 67, "param": 67, "hire": 67, "upscal": [67, 106], "latent": 67, "ti": 67, "339cc9210f70": 67, "66a7279a88dd": 67, "info": 67, "underli": [67, 85], "sd_meta": 67, "scope": 67, "dst_file": [67, 69], "webp": 67, "systemerror": [67, 69], "input_imag": 67, "output_imag": 67, "a41": 68, "safetensor": 68, "torch": 68, "command": [68, 109], "pip": [68, 109], "_check_env": 68, "model_fil": 68, "key1": 68, "value1": 68, "key2": 68, "value2": 68, "src_model_fil": 68, "dst_model_fil": 68, "new_metadata": 68, "john": 68, "doe": [68, 72, 80, 94, 100], "input_model": 68, "output_model": 68, "softwar": 69, "generation_tim": 69, "dataclass": 69, "encapsul": 69, "taken": 69, "alia": 69, "success": [69, 109], "add_lsb_meta": 69, "save_metainfo": 69, "metainfo": 69, "prefer": 69, "isneti": [70, 106], "get_isnetis_mask": 70, "segment_with_isneti": 70, "segment_rgba_with_isneti": 70, "co": 71, "seg": 71, "1024": [71, 82], "app": 71, "l8": 71, "00ff00": 71, "mask_": 71, "image_": 71, "hutao_seg": 71, "skadi": [71, 74, 75, 79, 82], "skadi_seg": 71, "drop": [72, 73, 74, 79, 81, 82], "cosplai": 72, "no_eyewear": 72, "eyewear": [72, 73], "span": [72, 73], "matter": [72, 73], "red_hair": [72, 73, 80, 81], "use_preset": 72, "custom_blacklist": 72, "onlin": 72, "preset": 72, "ones": 72, "neither": [72, 73], "nor": [72, 73], "anal_hair": 73, "anal_tail": 73, "arm_behind_head": 73, "arm_hair": 73, "arm_under_breast": 73, "arms_behind_head": 73, "bird_on_head": 73, "blood_in_hair": 73, "breasts_on_glass": 73, "breasts_on_head": 73, "cat_on_head": 73, "closed_ey": 73, "clothed_female_nude_femal": 73, "clothed_female_nude_mal": 73, "clothed_male_nude_femal": 73, "clothes_between_breast": 73, "cream_on_fac": 73, "drying_hair": 73, "empty_ey": 73, "face_to_breast": 73, "food_on_fac": 73, "food_on_head": 73, "game_boi": 73, "grabbing_anoth": 73, "s_hair": 73, "grabbing_own_breast": 73, "gun_to_head": 73, "head_between_breast": 73, "heart_in_ey": 73, "multiple_boi": 73, "multiple_girl": 73, "object_on_breast": 73, "object_on_head": 73, "paint_splatter_on_fac": 73, "parted_lip": [73, 74, 75, 79, 82], "penis_on_fac": 73, "person_on_head": 73, "pokemon_on_head": 73, "rabbit_on_head": 73, "rice_on_fac": 73, "severed_head": 73, "star_in_ey": 73, "sticker_on_fac": 73, "tentacles_on_mal": 73, "tying_hair": 73, "built": [73, 85], "mutabl": 73, "constructor": 73, "empti": 73, "hold": [73, 74, 75, 79, 82], "futa": 73, "cum": 73, "rub": 73, "shade": 73, "plai": 73, "drill": 73, "skin": 73, "sidelock": 73, "twintail": [73, 74, 75, 79, 82], "braid": 73, "afro": 73, "bald": 73, "dreadlock": 73, "ponytail": 73, "updo": 73, "beard": 73, "mustach": 73, "pointi": 73, "horn": 73, "tail": 73, "ornament": 73, "hairband": 73, "pupil": 73, "bow": [73, 74, 75], "headwear": 73, "ribbon": [73, 75, 79], "crown": 73, "cap": 73, "hairclip": [73, 79], "mole": 73, "halo": 73, "fluff": 73, "flower": [73, 74, 75, 79, 82], "glass": [73, 76], "fang": 73, "boi": 73, "beret": 73, "heterochromia": 73, "headdress": 73, "eyepatch": 73, "headphon": 73, "eyebrow": 73, "eyelash": 73, "sunglass": 73, "intak": 73, "scrunchi": 73, "ear_pierc": 73, "headband": 73, "ring": 73, "under_mouth": 73, "freckl": 73, "lip": 73, "eyelin": 73, "eyeshadow": 73, "tassel": 73, "whitelist_suffix": 73, "whitelist_prefix": 73, "whitelist_word": 73, "suffix": [73, 78], "pool": 73, "whitelist": 73, "blacklist": [73, 77, 106], "singular": 73, "plural": 73, "chair": 73, "whole": 73, "word": 73, "hear": 73, "72": 73, "outdat": 74, "anymor": 74, "baselin": 74, "practic": 74, "use_real_nam": [74, 79], "general_threshold": [74, 75, 82], "character_threshold": [74, 75, 82], "drop_overlap": [74, 75, 79, 82], "real": [74, 79, 96, 106], "renam": [74, 79], "redirect": [74, 79], "mani": [74, 79], "websit": [74, 79], "rate": [74, 75, 82, 94, 96, 106], "char": [74, 75, 82], "9897817373275757": 74, "question": [74, 75, 82, 94], "010265946388244629": 74, "explicit": [74, 75, 82, 94], "2809715270996094e": 74, "9939777851104736": 74, "5032387375831604": 74, "black_bord": 74, "9943548440933228": 74, "black_glov": [74, 75, 79, 82], "5011609792709351": 74, "blue_ski": [74, 75, 79, 82], "6877802610397339": 74, "5543792843818665": 74, "8268730640411377": 74, "cloud": [74, 75, 79, 82], "8504303693771362": 74, "cowboy_shot": [74, 75, 79, 82], "6008237600326538": 74, "crop_top": [74, 75, 79, 82], "6635787487030029": 74, "dai": [74, 75, 79, 82], "8496965765953064": 74, "glove": [74, 75, 79, 82], "6107005476951599": 74, "hair_between_ey": [74, 75, 79, 82], "668294370174408": 74, "5619469285011292": 74, "holding_baseball_bat": [74, 75, 79, 82], "5141720771789551": 74, "letterbox": 74, "long_hair": [74, 75, 79, 81, 82], "9884189963340759": 74, "looking_at_view": [74, 75, 79, 82], "5673105120658875": 74, "midriff": [74, 75, 79, 82], "6290556192398071": 74, "navel": [74, 75, 79, 82], "9631235003471375": 74, "no_hat": [74, 75, 79], "7978747487068176": 74, "no_headwear": [74, 75, 79, 82], "7577926516532898": 74, "outdoor": [74, 75, 79, 82], "7118550539016724": 74, "5452839136123657": 74, "pillarbox": 74, "9841411709785461": 74, "red_ey": [74, 75, 79, 82], "958786129951477": 74, "shirt": [74, 75, 79, 82], "6720131039619446": 74, "short_sleev": [74, 75, 79, 82], "7077711820602417": 74, "silver_hair": [74, 75, 79], "6673924326896667": 74, "sky": [74, 75, 79, 82], "8709812760353088": 74, "9614333510398865": 74, "sportswear": [74, 75, 79, 82], "7786177396774292": 74, "6842771172523499": 74, "sweat": [74, 75, 79, 82], "9076308012008667": 74, "thigh": [74, 75, 79, 82], "580970823764801": 74, "skadi_": [74, 75, 82], "arknight": [74, 75, 82], "9633345007896423": 74, "9988503456115723": 74, "001651763916015625": 74, "00012505054473876953": 74, "9829280972480774": 74, "894218385219574": 74, "8733789920806885": 74, "backpack": [74, 75, 79, 82], "6322951316833496": 74, "9987058639526367": 74, "bag_charm": [74, 75], "9754379987716675": 74, "6810564994812012": 74, "9708781838417053": 74, "6356008052825928": 74, "5633733868598938": 74, "brick_wal": 74, "5315935611724854": 74, "brown_hair": [74, 75, 79, 82], "9397273659706116": 74, "9229896664619446": 74, "charm_": [74, 75], "9006357789039612": 74, "citi": 74, "9020784497261047": 74, "cityscap": 74, "9547432661056519": 74, "5296419262886047": 74, "8253412246704102": 74, "5619839429855347": 74, "hair_flow": [74, 75, 79, 82], "8277763724327087": 74, "hair_orna": [74, 75, 79, 82], "9356368780136108": 74, "hair_ribbon": [74, 75, 79], "5288072824478149": 74, "jacket": [74, 75, 79, 82], "6336134076118469": 74, "9703260064125061": 74, "8188960552215576": 74, "phone_screen": 74, "9579574465751648": 74, "9954615235328674": 74, "plaid": [74, 75, 79], "9725285172462463": 74, "plaid_skirt": [74, 75, 79], "9638455510139465": 74, "pleated_skirt": [74, 75, 79, 82], "7226815819740295": 74, "5321241021156311": 74, "red_nail": [74, 79], "5493080615997314": 74, "school_bag": [74, 75], "9863407611846924": 74, "school_uniform": [74, 75, 79, 82], "6794284582138062": 74, "5062428116798401": 74, "shoulder_bag": 74, "9325523972511292": 74, "skirt": [74, 75, 79, 82], "92237788438797": 74, "skyscrap": 74, "7728171348571777": 74, "sleeves_past_wrist": [74, 75, 79], "7257086038589478": 74, "smile": [74, 75, 79, 82], "5357837080955505": 74, "6939404010772705": 74, "7054293155670166": 74, "tongu": [74, 75, 79, 82], "9990814924240112": 74, "tongue_out": [74, 75, 79, 82], "9992498755455017": 74, "5012534260749817": 74, "very_long_hair": [74, 75, 79, 81, 82], "7461410164833069": 74, "lagpixellol": 75, "deepgelbooru_onnx": 75, "categori": [75, 90, 98], "dim": [75, 82], "9986732006072998": 75, "0013858973979949951": 75, "315376281738281e": 75, "9972434639930725": 75, "basebal": [75, 82], "5982598662376404": 75, "baseball_bat": [75, 79, 82], "6429562568664551": 75, "bike_short": 75, "36296138167381287": 75, "8308937549591064": 75, "black_shirt": [75, 79, 82], "7388008832931519": 75, "6039759516716003": 75, "30909663438796997": 75, "9694308042526245": 75, "6422968506813049": 75, "5898381471633911": 75, "8145260810852051": 75, "652222216129303": 75, "dolphin_short": 75, "466494083404541": 75, "7183809280395508": 75, "6753682494163513": 75, "7302790880203247": 75, "6649775505065918": 75, "large_breast": [75, 79, 82], "8446108102798462": 75, "98187655210495": 75, "8140730857849121": 75, "6360533833503723": 75, "9635934829711914": 75, "33370012044906616": 75, "44239571690559387": 75, "7891374826431274": 75, "6471294164657593": 75, "9958090782165527": 75, "8736815452575684": 75, "872096061706543": 75, "5640895366668701": 75, "5049663186073303": 75, "8832778930664062": 75, "9687467813491821": 75, "sports_bra": 75, "3659853935241699": 75, "9309735298156738": 75, "49939480423927307": 75, "stomach": [75, 79, 82], "446407288312912": 75, "809670090675354": 75, "6560589075088501": 75, "47956040501594543": 75, "9832853674888611": 75, "9994162321090698": 75, "0008397102355957031": 75, "00035390257835388184": 75, "9926226139068604": 75, "899387001991272": 75, "34215790033340454": 75, "5701972246170044": 75, "9512913227081299": 75, "6664570569992065": 75, "5614628791809082": 75, "33615976572036743": 75, "5770801305770874": 75, "987317681312561": 75, "37286585569381714": 75, "cardigan": [75, 79], "36409223079681396": 75, "7329680919647217": 75, "collared_shirt": [75, 79], "5924292206764221": 75, "4344901144504547": 75, "7465001344680786": 75, "5225946307182312": 75, "6976451873779297": 75, "9265321493148804": 75, "34527891874313354": 75, "6675043106079102": 75, "9096828699111938": 75, "long_sleev": [75, 79, 82], "41341525316238403": 75, "8418735265731812": 75, "miniskirt": [75, 79], "3675632178783417": 75, "nail_polish": [75, 79], "5284417867660522": 75, "open_cloth": [75, 79], "30296844244003296": 75, "48789578676223755": 75, "36596980690956116": 75, "7759367227554321": 75, "6535028219223022": 75, "8975257873535156": 75, "36911237239837646": 75, "4171145558357239": 75, "3942635953426361": 75, "6772940754890442": 75, "9397937655448914": 75, "5207280516624451": 75, "4673041105270386": 75, "9118321537971497": 75, "9967410564422607": 75, "9970728158950806": 75, "8419480323791504": 75, "6489560604095459": 75, "white_shirt": [75, 79], "6217572689056396": 75, "underscor": [76, 82], "convent": 76, "restor": [76, 106], "use_spac": 76, "use_escap": 76, "include_scor": 76, "score_descend": 76, "_": 76, "escap": 76, "unsaf": 76, "sort": [76, 80], "descend": 76, "panty_pul": 76, "6826801300048828": 76, "958938717842102": 76, "drinking_glass": 76, "9340789318084717": 76, "areola_slip": 76, "41196826100349426": 76, "9988248348236084": 76, "drink": 76, "pull": 76, "areola": 76, "999": 76, "959": 76, "934": 76, "683": 76, "412": 76, "mldanbooru": [77, 106], "get_mldanbooru_tag": 77, "wd14": [77, 79, 106], "get_wd14_tag": [77, 79], "convert_wd14_emb_to_predict": 77, "denormalize_wd14_emb": 77, "deepdanbooru": [77, 79, 106], "get_deepdanbooru_tag": [77, 79], "deepgelbooru": [77, 106], "get_deepgelbooru_tag": 77, "add_underlin": 77, "remove_underlin": 77, "tags_to_text": 77, "drop_overlap_tag": 77, "is_blacklist": 77, "drop_blacklisted_tag": 77, "char_whitelist_suffix": 77, "char_whitelist_prefix": 77, "char_whitelist_word": 77, "char_suffix": 77, "char_prefix": 77, "charactertagpool": 77, "is_basic_character_tag": 77, "drop_basic_character_tag": 77, "sort_tag": 77, "tag_match_suffix": 77, "tag_match_prefix": 77, "tag_match_ful": 77, "t1": 78, "t2": 78, "fulli": 78, "ml": 79, "448": 79, "keep_ratio": 79, "9999984502792358": [79, 101], "9999946355819702": 79, "9994951486587524": 79, "998144268989563": 79, "9978417158126831": 79, "9941409230232239": 79, "9799384474754333": 79, "979142427444458": 79, "961823582649231": 79, "961323618888855": 79, "9490893483161926": 79, "9450850486755371": 79, "9425153136253357": 79, "9409335255622864": 79, "9319437146186829": 79, "9265308976173401": 79, "9259042143821716": 79, "922250509262085": 79, "9199565052986145": 79, "9175475835800171": 79, "9102761745452881": 79, "9076938629150391": 79, "9052775502204895": 79, "8938589692115784": 79, "8894285559654236": 79, "8891903162002563": 79, "8845980763435364": 79, "8842408061027527": 79, "8659475445747375": 79, "862621009349823": 79, "8616052865982056": 79, "8562789559364319": 79, "short_short": [79, 82], "8555729389190674": 79, "8533340096473694": 79, "black_short": [79, 82], "8477485775947571": 79, "8430152535438538": 79, "tied_long_hair": [79, 82], "8340626955032349": 79, "crop_top_overhang": 79, "8266023397445679": 79, "8222048282623291": 79, "8202669620513916": 79, "8061150312423706": 79, "ass_visible_through_thigh": [79, 82], "7803354859352112": 79, "thigh_gap": [79, 82], "7789446711540222": 79, "arms_up": 79, "7052110433578491": 79, "9999866485595703": 79, "997043788433075": 79, "9969649910926819": 79, "9957101345062256": 79, "9928386807441711": 79, "9886980056762695": 79, "9864778518676758": 79, "ghost": [79, 82], "9769423007965088": 79, "9747489094734192": 79, "9736957550048828": 79, "9388670325279236": 79, "9356311559677124": 79, "91000896692276": 79, "8955123424530029": 79, "8910233378410339": 79, "8904104828834534": 79, "8881211280822754": 79, "8876776695251465": 79, "8864808678627014": 79, "8810517191886902": 79, "8798807263374329": 79, "8765745162963867": 79, "8737136125564575": 79, "8650439381599426": 79, "8613706827163696": 79, "blue_cardigan": 79, "8571277260780334": 79, "8333670496940613": 79, "8160212635993958": 79, "eyebrows_visible_through_hair": 79, "8122442364692688": 79, "8091571927070618": 79, "8082079887390137": 79, "8048468232154846": 79, "8042327165603638": 79, "7984272241592407": 79, "blazer": [79, 82], "794708251953125": 79, "78981614112854": 79, "7892146110534668": 79, "shaped_pupil": [79, 82], "7867060899734497": 79, "gradient_hair": 79, "786359965801239": 79, "7790888547897339": 79, "brown_skirt": 79, "7760675549507141": 79, "774523913860321": 79, "7721588015556335": 79, "7697228789329529": 79, "755959689617157": 79, "multicolored_hair": 79, "7477189898490906": 79, "7476690411567688": 79, "rail": 79, "7476617693901062": 79, "blue_jacket": 79, "7458406090736389": 79, "741143524646759": 79, "7364678978919983": 79, "7193643450737": 79, "red_neckwear": 79, "7108616828918457": 79, "7086325287818909": 79, "7055293321609497": 79, "7039415836334229": 79, "7018357515335083": 79, "shuffl": 80, "count": [80, 107, 108], "2boi": 80, "cat_ear": 80, "uniqu": 80, "8849405313291128": 81, "8548297594823425": 81, "03910296474461261": 81, "6615180440330748": 81, "21552028866308015": 81, "3165260620737027": 81, "47744464927382957": 81, "tagger": 82, "smilingwolf": 82, "wd": 82, "swinv2_v3": 82, "general_mcut_en": 82, "character_mcut_en": 82, "no_underlin": 82, "mcut": 82, "replac": 82, "index": [82, 109], "follw": 82, "valuabl": 82, "enabl": 82, "rapid": 82, "queri": 82, "0011444687843322754": 82, "8876402974128723": 82, "106781005859375": 82, "000277101993560791": 82, "997527003288269": 82, "9797663688659668": 82, "9905703663825989": 82, "9761719703674316": 82, "8981098532676697": 82, "8810765743255615": 82, "9498510360717773": 82, "8377365469932556": 82, "945058286190033": 82, "9457170367240906": 82, "969594419002533": 82, "7881088852882385": 82, "7687551379203796": 82, "9301245212554932": 82, "6703325510025024": 82, "white_hair": 82, "5292627811431885": 82, "8677047491073608": 82, "grey_hair": 82, "5859264731407166": 82, "9536856412887573": 82, "8056888580322266": 82, "8394746780395508": 82, "9473626613616943": 82, "8986269235610962": 82, "9385137557983398": 82, "8408567905426025": 82, "alternate_costum": 82, "4245271384716034": 82, "931140661239624": 82, "8830795884132385": 82, "7279844284057617": 82, "artist_nam": 82, "5333830714225769": 82, "64717698097229": 82, "9516432285308838": 82, "9655293226242065": 82, "9485014081001282": 82, "7366660833358765": 82, "7161656618118286": 82, "5858667492866516": 82, "6186309456825256": 82, "41193312406539917": 82, "467605859041214": 82, "36282333731651306": 82, "3756745457649231": 82, "motion_blur": 82, "5091936588287354": 82, "951993465423584": 82, "5634750723838806": 82, "8232709169387817": 82, "9869340658187866": 82, "49491602182388306": 82, "5193622708320618": 82, "003406703472137451": 82, "0007208287715911865": 82, "9798132181167603": 82, "8046203851699829": 82, "7596215009689331": 82, "7620116472244263": 82, "46084529161453247": 82, "48454540967941284": 82, "5152207016944885": 82, "8023070096969604": 82, "8653596639633179": 82, "7201820611953735": 82, "7816740870475769": 82, "697688639163971": 82, "8974947333335876": 82, "7491052746772766": 82, "5015512704849243": 82, "6401398181915283": 82, "43420469760894775": 82, "4528769850730896": 82, "5730487704277039": 82, "6739872694015503": 82, "5545973181724548": 82, "6946243047714233": 82, "5487751364707947": 82, "7439308166503906": 82, "4186026453971863": 82, "47378358244895935": 82, "4690653085708618": 82, "7565015554428101": 82, "hu_tao_": 82, "genshin_impact": 82, "9262397289276123": 82, "boo_tao_": 82, "942080020904541": 82, "denorm": 82, "denormalizer_nam": 82, "mnum2_al": 82, "understand": 82, "redund": 82, "structur": [82, 106], "b": 82, "r": [82, 94, 100], "c": 82, "linalg": 82, "norm": 82, "approx": [82, 83], "1e": 82, "cdc_anime_onnx": 83, "realli": 83, "As": [83, 94, 100], "1024x1024": 83, "2060": 83, "gpu": 83, "cost": 83, "cpu": [83, 88, 107, 108], "experi": 83, "hgsr": 83, "mhr": 83, "aug_x4_320": 83, "cute_waifu_aroma": 83, "pngimageplugin": 83, "pngimagefil": 83, "1168x1168": 83, "0x7f0e8ca06880": 83, "4672x4672": 83, "0x7f0e48edb640": 83, "cdc": [84, 106], "upscale_with_cdc": 84, "lru_cach": 85, "wrap": 85, "synchron": 85, "prevent": 85, "race": 85, "condit": 85, "maxsiz": 85, "expensive_funct": 85, "expens": 85, "lock": [85, 105], "safeti": [85, 102], "multithread": 85, "my_funct": 85, "introduc": 85, "acquisit": 85, "critic": 85, "mathemat": 86, "activ": 86, "deep": 86, "problem": [86, 94, 100], "input_valu": 86, "frac": 86, "26894142": 86, "73105858": 86, "ts_lru_cach": 87, "get_onnx_provid": 87, "open_onnx_model": 87, "cudaexecutionprovid": 88, "cpuexecutionprovid": 88, "ckpt": 88, "inferencesess": 88, "onnx_mod": 88, "decid": 88, "linux": [88, 107, 108], "execut": [88, 107, 108], "ignor": 88, "cuda": [88, 107, 108], "forc": 88, "anime_ai_check": 89, "mobilenetv3_sce_dist": [89, 100, 104], "mainli": 89, "caformer_s36_plus_sc": 89, "graph": 89, "9996960163116455": 89, "9999125003814697": 89, "997803270816803": 89, "9960069060325623": 89, "9887709021568298": 89, "9998629093170166": 89, "0013722758740186691": 89, "00020673229300882667": 89, "0001895089662866667": 89, "0008857478387653828": 89, "552320024231449e": 89, "001168627175502479": 89, "bangumi": [90, 91], "vision": 90, "imageri": 90, "bangumi_char_typ": 90, "definit": [90, 97], "video": 90, "secondari": 90, "often": 90, "lack": 90, "lead": 90, "under": [90, 109], "three": 90, "judg": 90, "anime_portrait": [90, 96], "mobilenetv3_v0_dist": [90, 99, 103, 104], "9998525381088257": 90, "00012103465269319713": 90, "6464786313008517e": 90, "906112609314732e": 90, "06": [90, 91, 93, 98, 99, 100, 101, 103], "9997243285179138": 90, "0002490800397936255": 90, "7215803381986916e": 90, "354368557978887e": 90, "9998849630355835": 90, "90006631379947e": 90, "3920385754317977e": 90, "2084233276254963e": 90, "9998877048492432": 90, "732793503440917e": 90, "4264976925915107e": 90, "0623419257171918e": 90, "07076334953308105": 90, "9290977716445923": 90, "0001044218079186976": 90, "4467317163944244e": 90, "2568268832401372e": 90, "9999498128890991": 90, "1810528778587468e": 90, "879474429093534e": 90, "260669109295122e": 90, "9999510049819946": 90, "2321036592766177e": 90, "025227553938748e": 90, "4251427273848094e": 90, "999957799911499": 90, "4273678718600422e": 90, "6884023302263813e": 90, "880981603288092e": 90, "0002326338435523212": 90, "9996368885040283": 90, "164971561403945e": 90, "00020793956355191767": 90, "13438372313976288": 90, "8652494549751282": 90, "000158855298650451": 90, "000238816806813702": 90, "3589179217815399": 90, "6406960487365723": 90, "0001471740542910993": 90, "002255884697660804": 90, "08208147436380386": 90, "9152728915214539": 90, "00038967153523117304": 90, "227699592884164e": 90, "0835404282261152e": 90, "1437502406770363e": 90, "9999284744262695": 90, "2125529792683665e": 90, "0218892384727951e": 90, "00011914174683624879": 90, "9998584985733032": 90, "2007669283775613e": 90, "6357082131435163e": 90, "3068713896209374e": 90, "9999185800552368": 90, "066640925273532e": 90, "529400813335087e": 90, "089402500540018e": 90, "9999388456344604": 90, "6406959295272827": 90, "not_paint": 91, "anime_classif": 91, "older": 91, "mobilenetv3_v1": [91, 101], "5_dist": 91, "3_dist": 91, "plot": [91, 94, 100, 104], "caformer_s36_v1": 91, "3_focal": 91, "8346158862113953": 91, "004201625939458609": 91, "0028638991061598063": 91, "15633030235767365": 91, "001988308737054467": 91, "9868855476379395": 91, "001178382197394967": 91, "00015886101755313575": 91, "0005986307514831424": 91, "011178601533174515": 91, "9933090209960938": 91, "0012440024875104427": 91, "00040085514774546027": 91, "004924307577311993": 91, "00012189441622467712": 91, "00031298911198973656": 91, "9968050718307495": 91, "182305903872475e": 91, "0027923565357923508": 91, "7805559259140864e": 91, "0004650334012694657": 91, "996709942817688": 91, "736721191671677e": 91, "0027629584074020386": 91, "4619508621981367e": 91, "0003803370927926153": 91, "998649537563324": 91, "190127922105603e": 91, "0008622839814051986": 91, "595230686594732e": 91, "0004573142796289176": 91, "00031435859273187816": 91, "8671838641166687": 91, "13199880719184875": 91, "563074617180973e": 91, "153919796110131e": 91, "290010737255216e": 91, "9727378487586975": 91, "027150526642799377": 91, "162296004826203e": 91, "4933258828241378e": 91, "0004275702522136271": 91, "995402455329895": 91, "002233930164948106": 91, "001911122351884842": 91, "1603819727897644": 91, "0007561995880678296": 91, "00017044576816260815": 91, "838487982749939": 91, "0002034590725088492": 91, "005001617129892111": 91, "000932251859921962": 91, "009352140128612518": 91, "9846979379653931": 91, "6018555470509455e": 91, "004064667969942093": 91, "464051254326478e": 91, "025772539898753166": 91, "9699516296386719": 91, "00011656546121230349": 91, "287263775244355e": 91, "370255853951676e": 91, "01098843663930893": 91, "0031668643932789564": 91, "9857884049415588": 91, "499273488065228e": 91, "8419872251106426e": 91, "0003471920208539814": 91, "029472889378666878": 91, "9700765609741211": 91, "0012387704337015748": 91, "001172148622572422": 91, "787473391043022e": 91, "003680602880194783": 91, "9938107132911682": 91, "8346157073974609": 91, "8671836853027344": 91, "8384883403778076": 91, "9846979975700378": 91, "9700766801834106": 91, "greyscal": 92, "jpeg_ful": [92, 105], "6125901": 92, "6125785": [92, 105], "6124220": 92, "rough": [93, 94, 100], "polish": 93, "mobilenetv3_v2": 93, "2_dist": [93, 101], "910087929805741e": 93, "1241951510310173": 93, "8757457137107849": 93, "00018937293498311192": 93, "030049214139580727": 93, "9697614312171936": 93, "008933082222938538": 93, "05096456781029701": 93, "9401022791862488": 93, "009832272306084633": 93, "9898634552955627": 93, "00030428936588577926": 93, "013919820077717304": 93, "9819902181625366": 93, "004089969675987959": 93, "04166747257113457": 93, "9582782983779907": 93, "4218515288084745e": 93, "8849249482154846": 93, "1149177998304367": 93, "0001573085755808279": 93, "9907882809638977": 93, "008958994410932064": 93, "0002527958422433585": 93, "9831690788269043": 93, "01682441122829914": 93, "613856385229155e": 93, "8757458329200745": 93, "8849248290061951": 93, "million": 94, "anime_r": [94, 96], "boundari": [94, 100], "challeng": [94, 100], "clean": [94, 100], "judgment": [94, 100], "intend": [94, 100], "quick": [94, 100, 106], "estim": [94, 100], "basi": [94, 100], "mobilenetv3_large_100_v0_ls0": 94, "caformer_s36_v0_ls0": 94, "7508869767189026": 94, "7034655809402466": 94, "728887677192688": 94, "7404400110244751": 94, "7446154952049255": 94, "7514738440513611": 94, "768704354763031": 94, "8219676613807678": 94, "7267540693283081": 94, "7645740509033203": 94, "7216582894325256": 94, "7615436315536499": 94, "815083920955658": 94, "8321858644485474": 94, "8204999566078186": 94, "820833146572113": 94, "chdir": 94, "doc": 94, "api_doc": 94, "7508870363235474": 94, "11212056130170822": 94, "06781744956970215": 94, "06917501986026764": 94, "7034654021263123": 94, "15903906524181366": 94, "06688199192285538": 94, "07061357796192169": 94, "7288877964019775": 94, "1476859599351883": 94, "060362350195646286": 94, "06306383013725281": 94, "7404399514198303": 94, "10337048768997192": 94, "08087948709726334": 94, "07530999928712845": 94, "055992450565099716": 94, "7446154356002808": 94, "13191790878772736": 94, "06747424602508545": 94, "06458679586648941": 94, "10566363483667374": 94, "07827574014663696": 94, "07079866528511047": 94, "7687042951583862": 94, "09974884241819382": 94, "06074819341301918": 94, "050435908138751984": 94, "8219675421714783": 94, "0593985915184021": 94, "06819795072078705": 94, "06569571048021317": 94, "1177448257803917": 94, "726753830909729": 94, "08980562537908554": 94, "06481882929801941": 94, "06922297924757004": 94, "10138414055109024": 94, "06351721286773682": 94, "07683827728033066": 94, "13798624277114868": 94, "05942752957344055": 94, "10584963858127594": 94, "7615437507629395": 94, "07317910343408585": 94, "060196295380592346": 94, "06751583516597748": 94, "0572039857506752": 94, "05398125201463699": 94, "06124086305499077": 94, "0525919646024704": 94, "8321859240531921": 94, "05922013148665428": 94, "06274889409542084": 94, "057530902326107025": 94, "8205001354217529": 94, "05683052912354469": 94, "06635929644107819": 94, "05597696080803871": 94, "8208332657814026": 94, "non_furri": 95, "mobilenetv3_v0": 95, "1_dist": 95, "9898804426193237": 95, "010119626298546791": 95, "9677742123603821": 95, "032225821167230606": 95, "959551215171814": 95, "040448784828186035": 95, "9535530209541321": 95, "04644693806767464": 95, "04358793422579765": 95, "9564120769500732": 95, "02767963521182537": 95, "9723203182220459": 95, "028900373727083206": 95, "9710996150970459": 95, "037573859095573425": 95, "9624261260032654": 95, "aicheck": [96, 106], "get_ai_created_scor": 96, "is_ai_cr": 96, "bangumi_char": [96, 106], "anime_bangumi_char_scor": 96, "anime_bangumi_char": 96, "anime_classify_scor": 96, "anime_classifi": 96, "is_greyscal": 96, "anime_completeness_scor": 96, "anime_complet": 96, "dbrate": [96, 106], "anime_dbrating_scor": 96, "anime_dbr": 96, "furri": [96, 106], "anime_furry_scor": 96, "anime_furri": 96, "get_monochrome_scor": 96, "is_monochrom": 96, "nsfw_pred_scor": 96, "nsfw_pred": 96, "portrait": [96, 106], "anime_portrait_scor": 96, "anime_rating_scor": 96, "anime_real_scor": 96, "safe_check_scor": 96, "safe_check": 96, "style_ag": [96, 106], "anime_style_age_scor": 96, "anime_style_ag": 96, "teen": [96, 106], "anime_teen_scor": 96, "anime_teen": 96, "is_truncated_fil": 96, "screen": 97, "row": 97, "bottom": 97, "grayscal": 97, "monochrome_detect": 97, "mobilenetv3_large_100_dist_safe2": 97, "mobilenetv3_dist": 97, "caformer_s36": 97, "mono": 97, "9614395499229431": 97, "9458909034729004": 97, "9559807777404785": 97, "9651952981948853": 97, "9379720687866211": 97, "8814834356307983": 97, "03941023349761963": 97, "07492382079362869": 97, "09546589106321335": 97, "016521310433745384": 97, "005693843588232994": 97, "0315730981528759": 97, "Not": 98, "five": 98, "hentai": 98, "neutral": 98, "porn": 98, "sexi": 98, "infinit": 98, "nsfwj": 98, "tfj": 98, "mobil": 98, "9970946311950684": 98, "00198739324696362": 98, "000894528697244823": 98, "4315058251668233e": 98, "099447197513655e": 98, "9282580614089966": 98, "061733175069093704": 98, "008979619480669498": 98, "0007789491210132837": 98, "0002501663693692535": 98, "7945129871368408": 98, "2044062316417694": 98, "0005603990866802633": 98, "0004847997915931046": 98, "564094367902726e": 98, "7977773547172546": 98, "01352313905954361": 98, "18791256844997406": 98, "0004888656549155712": 98, "00029804420773871243": 98, "04498734697699547": 98, "9509441256523132": 98, "4087972633424215e": 98, "003999904729425907": 98, "4542059185914695e": 98, "002892113756388426": 98, "982390284538269": 98, "02520776737947e": 98, "014633022248744965": 98, "858086610212922e": 98, "002532319398596883": 98, "9887337684631348": 98, "231979568838142e": 98, "008699454367160797": 98, "8187158022774383e": 98, "03564726561307907": 98, "954788088798523": 98, "343036850215867e": 98, "009289607405662537": 98, "00020158555707894266": 98, "006372362840920687": 98, "006019102409482002": 98, "9694945812225342": 98, "015214097686111927": 98, "002899901708588004": 98, "0004039364866912365": 98, "00012730166781693697": 98, "987038791179657": 98, "007135333959013224": 98, "005294707603752613": 98, "06964848190546036": 98, "0014777459437027574": 98, "9276643395423889": 98, "0003031621454283595": 98, "0009063396137207747": 98, "00028707628371194005": 98, "00010888021643040702": 98, "9992460012435913": 98, "00015473493840545416": 98, "0002033217460848391": 98, "563037691696081e": 98, "008058490231633186": 98, "00044566826545633376": 98, "937960684299469": 98, "05353058874607086": 98, "364063445587817e": 98, "00562260951846838": 98, "00012077406427124515": 98, "9897090792655945": 98, "004547217860817909": 98, "564737981942017e": 98, "016690678894519806": 98, "001258736359886825": 98, "9766013622283936": 98, "005440687295049429": 98, "4481674952548929e": 98, "01861923187971115": 98, "0008914825739338994": 98, "9674761295318604": 98, "012998746708035469": 98, "691116141155362e": 98, "0007601747056469321": 98, "0005019629606977105": 98, "039504989981651306": 98, "9591660499572754": 98, "0001652583305258304": 98, "0002614929690025747": 98, "020374108105897903": 98, "029394468292593956": 98, "9498046040534973": 98, "00016299057460855693": 98, "004782819654792547": 98, "002861740067601204": 98, "12280157208442688": 98, "8693908452987671": 98, "0001731760276015848": 98, "304211274255067e": 98, "03286275267601013": 98, "010648751631379128": 98, "9562522172927856": 98, "999900221824646": 99, "645313209854066e": 99, "3387104445428122e": 99, "9999704360961914": 99, "4465465685352683e": 99, "071506166132167e": 99, "9999785423278809": 99, "512719154561637e": 99, "292278612818336e": 99, "919455750496127e": 99, "9999444484710693": 99, "3647335082350764e": 99, "0555699191172607e": 99, "9999880790710449": 99, "3210242286731955e": 99, "7451418898417614e": 99, "9999822378158569": 99, "2084267331811134e": 99, "7460413321023225e": 99, "1532473820352607e": 99, "9999996423721313": 99, "0316136922483565e": 99, "840229633236049e": 99, "9999998807907104": [99, 100], "736660568800289e": 99, "199210472208506e": 99, "9999992847442627": 99, "r15": 100, "r18": 100, "sankaku": 100, "mobilenetv3_v1_pruned_ls0": 100, "caformer_s36_plu": [100, 104], "5863172936624323e": 100, "480062353375615e": 100, "9924363493919373": 100, "007255776319652796": 100, "0003077814180869609": 100, "996969997882843": 100, "0030054834205657244": 100, "4601260520284995e": 100, "9966891407966614": 100, "003293127752840519": 100, "770909148035571e": 100, "00025384966284036636": 100, "9996721744537354": 100, "399192691082135e": 100, "973351603141055e": 100, "9998563528060913": 100, "391309580067173e": 100, "0018681309884414077": 100, "9827859997749329": 100, "015345841646194458": 100, "013710384257137775": 100, "8339558839797974": 100, "15233369171619415": 100, "951323833462084e": 100, "00029566374723799527": 100, "9997004270553589": 100, "00018434497178532183": 100, "568440272123553e": 100, "9997699856758118": 100, "11225129129889e": 100, "051862899563275e": 100, "9999485015869141": 100, "902020231791539e": 100, "0005639699520543218": 100, "9994290471076965": 100, "anime_real_cl": 101, "4_dist": 101, "9999716281890869": 101, "8398366339388303e": 101, "9992202520370483": 101, "0007797438884153962": 101, "9999709129333496": 101, "905452492996119e": 101, "9999765157699585": 101, "3499671442550607e": 101, "9994087219238281": 101, "0005913018831051886": 101, "9999759197235107": 101, "4061362637439743e": 101, "9999052286148071": 101, "475799015490338e": 101, "403173675702419e": 101, "5848207794988411e": 101, "0010207017185166478": 101, "9989792704582214": 101, "2124368115328252e": 101, "9999977350234985": 101, "6512358342879452e": 101, "9999834299087524": 101, "359853614412714e": 101, "9999936819076538": 101, "600314317329321e": 101, "9999840259552002": 101, "5589323083986528e": 101, "9999843835830688": 101, "5513256585109048e": 101, "9999845027923584": 101, "pollut": 102, "shit": 102, "checker": 102, "mobilenet": 102, "v2": 102, "max_batch_s": 102, "1970": 103, "1980": 103, "1990": 103, "2000": 103, "2010": 103, "2015": 103, "2020": 103, "ag": 103, "9805465340614319": 103, "761269782553427e": 103, "0005044879508204758": 103, "01569165475666523": 103, "002850610064342618": 103, "00037849770160391927": 103, "9434612113400362e": 103, "053497342392802e": 103, "9992554783821106": 103, "0006490182713605464": 103, "8857468805654207e": 103, "317252262353577e": 103, "314484721769986e": 103, "0750001138148946e": 103, "706833609205205e": 103, "00034479793976061046": 103, "9995512366294861": 103, "391363472677767e": 103, "4607510820496827e": 103, "0679690351244062e": 103, "661913514311891e": 103, "757471131393686e": 103, "0744897230761126e": 103, "76177470368566e": 103, "9996387958526611": 103, "160279296338558e": 103, "00013228354509919882": 103, "1361367038916796e": 103, "464057489414699e": 103, "2412899599876255e": 103, "703883653040975e": 103, "127358498517424e": 103, "9973921775817871": 103, "0022309015039354563": 103, "00018872201326303184": 103, "780902943617548e": 103, "422096920578042e": 103, "638929097680375e": 103, "152203023797483e": 103, "00028818511054851115": 103, "9996094107627869": 103, "58777353237383e": 103, "9200742826797068e": 103, "00017117452807724476": 103, "518441947875544e": 103, "885544381570071e": 103, "4389253010449465e": 103, "1696006772108376e": 103, "9996393918991089": 103, "contenti": 104, "safe_teen": 104, "non_teen": 104, "caformer_s36_v0": 104, "9998493194580078": 104, "0378791052498855e": 104, "00012023092131130397": 104, "9790042638778687": 104, "0017522255657240748": 104, "01924353837966919": 104, "9998124241828918": 104, "19778298237361e": 104, "0001456339523429051": 104, "0008521362324245274": 104, "9989691972732544": 104, "00017870066221803427": 104, "0992944781901315e": 104, "9994398951530457": 104, "0004991036257706583": 104, "2035720727872103e": 104, "9994019269943237": 104, "0005460577667690814": 104, "0478151529678144e": 104, "524079147609882e": 104, "999934196472168": 104, "786742884898558e": 104, "653994154883549e": 104, "9998156428337097": 104, "0001218809193233028": 104, "00013706681784242392": 104, "9997410178184509": 104, "jpeg_trunc": 105, "2216614_truncat": 105, "imagefil": 105, "load_truncated_imag": 105, "ascii": 106, "metric": 106, "list_det_model": 106, "list_rec_model": 106, "sd": 106, "tag": 106, "platform": [107, 108], "shutil": [107, 108], "cpuinfo": [107, 108], "psutil": [107, 108], "hbutil": [107, 108], "size_to_bytes_str": [107, 108], "python_implement": [107, 108], "python_vers": [107, 108], "brand": [107, 108], "get_cpu_info": [107, 108], "brand_raw": [107, 108], "cpu_count": [107, 108], "freq": [107, 108], "cpu_freq": [107, 108], "mhz": [107, 108], "virtual_memori": [107, 108], "precis": [107, 108], "ye": [107, 108], "nvidia": [107, 108], "smi": [107, 108], "1021": [107, 108], "azur": [107, 108], "x86_64": [107, 108], "glibc2": [107, 108], "cpython": [107, 108], "amd": [107, 108], "epyc": [107, 108], "7763": [107, 108], "3226": 107, "83": 107, "615": [107, 108], "gib": [107, 108], "deploi": [107, 108], "action": [107, 108], "3094": 108, "34725": 108, "imgutil": 109, "pypi": 109, "simpli": 109, "newest": 109, "git": 109, "script": 109, "__name__": 109, "__main__": 109, "narugo1992": 109, "still": 109, "out": 109, "io": 109, "html": 109, "faq": 110}, "objects": {"imgutils": [[1, 0, 0, "-", "ascii"], [2, 0, 0, "-", "config"], [9, 0, 0, "-", "data"], [19, 0, 0, "-", "detect"], [26, 0, 0, "-", "edge"], [32, 0, 0, "-", "generic"], [36, 0, 0, "-", "metadata"], [41, 0, 0, "-", "metrics"], [45, 0, 0, "-", "ocr"], [49, 0, 0, "-", "operate"], [53, 0, 0, "-", "pose"], [56, 0, 0, "-", "preprocess"], [61, 0, 0, "-", "resource"], [63, 0, 0, "-", "restore"], [66, 0, 0, "-", "sd"], [70, 0, 0, "-", "segment"], [77, 0, 0, "-", "tagging"], [84, 0, 0, "-", "upscale"], [87, 0, 0, "-", "utils"], [96, 0, 0, "-", "validate"]], "imgutils.ascii": [[0, 0, 0, "-", "drawing"]], "imgutils.ascii.drawing": [[0, 1, 1, "", "ascii_drawing"]], "imgutils.config": [[3, 0, 0, "-", "meta"]], "imgutils.config.meta": [[3, 2, 1, "", "__AUTHOR_EMAIL__"], [3, 2, 1, "", "__AUTHOR__"], [3, 2, 1, "", "__DESCRIPTION__"], [3, 2, 1, "", "__TITLE__"], [3, 2, 1, "", "__VERSION__"]], "imgutils.data": [[4, 0, 0, "-", "background"], [5, 0, 0, "-", "blob"], [6, 0, 0, "-", "decode"], [7, 0, 0, "-", "encode"], [8, 0, 0, "-", "image"], [10, 0, 0, "-", "layer"], [11, 0, 0, "-", "url"]], "imgutils.data.background": [[4, 1, 1, "", "grid_background"], [4, 1, 1, "", "grid_transparent"]], "imgutils.data.blob": [[5, 1, 1, "", "is_valid_image_blob_url"], [5, 1, 1, "", "load_image_from_blob_url"], [5, 1, 1, "", "to_blob_url"]], "imgutils.data.decode": [[6, 1, 1, "", "rgb_decode"]], "imgutils.data.encode": [[7, 1, 1, "", "rgb_encode"]], "imgutils.data.image": [[8, 1, 1, "", "has_alpha_channel"], [8, 1, 1, "", "load_image"], [8, 1, 1, "", "load_images"]], "imgutils.data.layer": [[10, 1, 1, "", "istack"]], "imgutils.data.url": [[11, 1, 1, "", "download_image_from_url"], [11, 1, 1, "", "is_http_url"]], "imgutils.detect": [[12, 0, 0, "-", "booru_yolo"], [13, 0, 0, "-", "censor"], [14, 0, 0, "-", "eye"], [15, 0, 0, "-", "face"], [16, 0, 0, "-", "halfbody"], [17, 0, 0, "-", "hand"], [18, 0, 0, "-", "head"], [20, 0, 0, "-", "nudenet"], [21, 0, 0, "-", "person"], [22, 0, 0, "-", "similarity"], [23, 0, 0, "-", "text"], [24, 0, 0, "-", "visual"]], "imgutils.detect.booru_yolo": [[12, 1, 1, "", "detect_with_booru_yolo"]], "imgutils.detect.censor": [[13, 1, 1, "", "detect_censors"]], "imgutils.detect.eye": [[14, 1, 1, "", "detect_eyes"]], "imgutils.detect.face": [[15, 1, 1, "", "detect_faces"]], "imgutils.detect.halfbody": [[16, 1, 1, "", "detect_halfbody"]], "imgutils.detect.hand": [[17, 1, 1, "", "detect_hands"]], "imgutils.detect.head": [[18, 1, 1, "", "detect_heads"]], "imgutils.detect.nudenet": [[20, 1, 1, "", "detect_with_nudenet"]], "imgutils.detect.person": [[21, 1, 1, "", "detect_person"]], "imgutils.detect.similarity": [[22, 1, 1, "", "bboxes_similarity"], [22, 1, 1, "", "calculate_iou"], [22, 1, 1, "", "detection_similarity"]], "imgutils.detect.text": [[23, 1, 1, "", "detect_text"]], "imgutils.detect.visual": [[24, 1, 1, "", "detection_visualize"]], "imgutils.edge": [[25, 0, 0, "-", "canny"], [27, 0, 0, "-", "lineart"], [28, 0, 0, "-", "lineart_anime"]], "imgutils.edge.canny": [[25, 1, 1, "", "edge_image_with_canny"], [25, 1, 1, "", "get_edge_by_canny"]], "imgutils.edge.lineart": [[27, 1, 1, "", "edge_image_with_lineart"], [27, 1, 1, "", "get_edge_by_lineart"]], "imgutils.edge.lineart_anime": [[28, 1, 1, "", "edge_image_with_lineart_anime"], [28, 1, 1, "", "get_edge_by_lineart_anime"]], "imgutils.generic": [[29, 0, 0, "-", "classify"], [30, 0, 0, "-", "clip"], [31, 0, 0, "-", "enhance"], [33, 0, 0, "-", "siglip"], [34, 0, 0, "-", "yolo"]], "imgutils.generic.classify": [[29, 3, 1, "", "ClassifyModel"], [29, 1, 1, "", "classify_predict"], [29, 1, 1, "", "classify_predict_fmt"], [29, 1, 1, "", "classify_predict_score"]], "imgutils.generic.classify.ClassifyModel": [[29, 4, 1, "", "__init__"], [29, 4, 1, "", "clear"], [29, 4, 1, "", "launch_demo"], [29, 4, 1, "", "make_ui"], [29, 4, 1, "", "predict"], [29, 4, 1, "", "predict_fmt"], [29, 4, 1, "", "predict_score"]], "imgutils.generic.clip": [[30, 3, 1, "", "CLIPModel"], [30, 1, 1, "", "clip_image_encode"], [30, 1, 1, "", "clip_predict"], [30, 1, 1, "", "clip_text_encode"]], "imgutils.generic.clip.CLIPModel": [[30, 4, 1, "", "__init__"], [30, 4, 1, "", "clear"], [30, 4, 1, "", "image_encode"], [30, 4, 1, "", "launch_demo"], [30, 4, 1, "", "make_ui"], [30, 4, 1, "", "predict"], [30, 4, 1, "", "text_encode"]], "imgutils.generic.enhance": [[31, 3, 1, "", "ImageEnhancer"]], "imgutils.generic.enhance.ImageEnhancer": [[31, 4, 1, "", "__init__"], [31, 4, 1, "", "process"]], "imgutils.generic.siglip": [[33, 3, 1, "", "SigLIPModel"], [33, 1, 1, "", "siglip_image_encode"], [33, 1, 1, "", "siglip_predict"], [33, 1, 1, "", "siglip_text_encode"]], "imgutils.generic.siglip.SigLIPModel": [[33, 4, 1, "", "__init__"], [33, 4, 1, "", "clear"], [33, 4, 1, "", "image_encode"], [33, 4, 1, "", "launch_demo"], [33, 4, 1, "", "make_ui"], [33, 4, 1, "", "predict"], [33, 4, 1, "", "text_encode"]], "imgutils.generic.yolo": [[34, 3, 1, "", "YOLOModel"], [34, 1, 1, "", "yolo_predict"]], "imgutils.generic.yolo.YOLOModel": [[34, 4, 1, "", "__init__"], [34, 4, 1, "", "clear"], [34, 4, 1, "", "launch_demo"], [34, 4, 1, "", "make_ui"], [34, 4, 1, "", "predict"]], "imgutils.metadata": [[35, 0, 0, "-", "geninfo"], [37, 0, 0, "-", "lsb"]], "imgutils.metadata.geninfo": [[35, 1, 1, "", "read_geninfo_exif"], [35, 1, 1, "", "read_geninfo_gif"], [35, 1, 1, "", "read_geninfo_parameters"], [35, 1, 1, "", "write_geninfo_exif"], [35, 1, 1, "", "write_geninfo_gif"], [35, 1, 1, "", "write_geninfo_parameters"]], "imgutils.metadata.lsb": [[37, 3, 1, "", "ImageLsbDataExtractor"], [37, 3, 1, "", "LSBExtractor"], [37, 3, 1, "", "LSBReadError"], [37, 1, 1, "", "inject_data"], [37, 1, 1, "", "read_lsb_metadata"], [37, 1, 1, "", "read_lsb_raw_bytes"], [37, 1, 1, "", "serialize_json"], [37, 1, 1, "", "serialize_pnginfo"], [37, 1, 1, "", "write_lsb_metadata"], [37, 1, 1, "", "write_lsb_raw_bytes"]], "imgutils.metadata.lsb.ImageLsbDataExtractor": [[37, 4, 1, "", "__init__"], [37, 4, 1, "", "extract_data"]], "imgutils.metadata.lsb.LSBExtractor": [[37, 4, 1, "", "__init__"], [37, 4, 1, "", "get_next_n_bytes"], [37, 4, 1, "", "get_one_byte"], [37, 4, 1, "", "read_32bit_integer"]], "imgutils.metrics": [[38, 0, 0, "-", "aesthetic"], [39, 0, 0, "-", "ccip"], [40, 0, 0, "-", "dbaesthetic"], [42, 0, 0, "-", "laplacian"], [43, 0, 0, "-", "lpips"], [44, 0, 0, "-", "psnr_"]], "imgutils.metrics.aesthetic": [[38, 1, 1, "", "get_aesthetic_score"]], "imgutils.metrics.ccip": [[39, 1, 1, "", "ccip_batch_differences"], [39, 1, 1, "", "ccip_batch_extract_features"], [39, 1, 1, "", "ccip_batch_same"], [39, 1, 1, "", "ccip_clustering"], [39, 1, 1, "", "ccip_default_clustering_params"], [39, 1, 1, "", "ccip_default_threshold"], [39, 1, 1, "", "ccip_difference"], [39, 1, 1, "", "ccip_extract_feature"], [39, 1, 1, "", "ccip_merge"], [39, 1, 1, "", "ccip_same"]], "imgutils.metrics.dbaesthetic": [[40, 1, 1, "", "anime_dbaesthetic"]], "imgutils.metrics.laplacian": [[42, 1, 1, "", "laplacian_score"]], "imgutils.metrics.lpips": [[43, 1, 1, "", "lpips_clustering"], [43, 1, 1, "", "lpips_difference"], [43, 1, 1, "", "lpips_extract_feature"]], "imgutils.metrics.psnr_": [[44, 1, 1, "", "psnr"]], "imgutils.ocr": [[45, 1, 1, "", "detect_text_with_ocr"], [45, 1, 1, "", "list_det_models"], [45, 1, 1, "", "list_rec_models"], [45, 1, 1, "", "ocr"]], "imgutils.operate": [[46, 0, 0, "-", "align"], [47, 0, 0, "-", "censor_"], [48, 0, 0, "-", "imgcensor"], [50, 0, 0, "-", "squeeze"]], "imgutils.operate.align": [[46, 1, 1, "", "align_maxsize"]], "imgutils.operate.censor_": [[47, 3, 1, "", "BaseCensor"], [47, 3, 1, "", "BlurCensor"], [47, 3, 1, "", "ColorCensor"], [47, 3, 1, "", "PixelateCensor"], [47, 1, 1, "", "censor_areas"], [47, 1, 1, "", "censor_nsfw"], [47, 1, 1, "", "register_censor_method"]], "imgutils.operate.censor_.BaseCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.BlurCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.ColorCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.PixelateCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor": [[48, 3, 1, "", "EmojiBasedCensor"], [48, 3, 1, "", "ImageBasedCensor"], [48, 3, 1, "", "SingleImage"]], "imgutils.operate.imgcensor.EmojiBasedCensor": [[48, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor.ImageBasedCensor": [[48, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor.SingleImage": [[48, 4, 1, "", "__init__"], [48, 4, 1, "", "find_for_area"], [48, 5, 1, "", "height"], [48, 5, 1, "", "width"]], "imgutils.operate.squeeze": [[50, 1, 1, "", "squeeze"], [50, 1, 1, "", "squeeze_with_transparency"]], "imgutils.pose": [[51, 0, 0, "-", "dwpose"], [52, 0, 0, "-", "format"], [54, 0, 0, "-", "visual"]], "imgutils.pose.dwpose": [[51, 1, 1, "", "dwpose_estimate"]], "imgutils.pose.format": [[52, 3, 1, "", "OP18KeyPointSet"], [52, 2, 1, "", "OP18_BODY_MAX"], [52, 2, 1, "", "OP18_BODY_MIN"], [52, 2, 1, "", "OP18_FACE_MAX"], [52, 2, 1, "", "OP18_FACE_MIN"], [52, 2, 1, "", "OP18_LEFT_FOOT_MAX"], [52, 2, 1, "", "OP18_LEFT_FOOT_MIN"], [52, 2, 1, "", "OP18_LEFT_HAND_MAX"], [52, 2, 1, "", "OP18_LEFT_HAND_MIN"], [52, 2, 1, "", "OP18_RIGHT_FOOT_MAX"], [52, 2, 1, "", "OP18_RIGHT_FOOT_MIN"], [52, 2, 1, "", "OP18_RIGHT_HAND_MAX"], [52, 2, 1, "", "OP18_RIGHT_HAND_MIN"], [52, 6, 1, "", "OpenPose18"]], "imgutils.pose.format.OP18KeyPointSet": [[52, 4, 1, "", "__init__"], [52, 4, 1, "", "__mul__"], [52, 4, 1, "", "__truediv__"], [52, 5, 1, "", "body"], [52, 5, 1, "", "face"], [52, 5, 1, "", "left_foot"], [52, 5, 1, "", "left_hand"], [52, 5, 1, "", "right_foot"], [52, 5, 1, "", "right_hand"]], "imgutils.pose.format.OpenPose18": [[52, 7, 1, "", "LEFT_ANKLE"], [52, 7, 1, "", "LEFT_BIG_TOE"], [52, 7, 1, "", "LEFT_EAR"], [52, 7, 1, "", "LEFT_ELBOW"], [52, 7, 1, "", "LEFT_EYE"], [52, 7, 1, "", "LEFT_HEEL"], [52, 7, 1, "", "LEFT_HIP"], [52, 7, 1, "", "LEFT_KNEE"], [52, 7, 1, "", "LEFT_SHOULDER"], [52, 7, 1, "", "LEFT_SMALL_TOE"], [52, 7, 1, "", "LEFT_WRIST"], [52, 7, 1, "", "NECK"], [52, 7, 1, "", "NOSE"], [52, 7, 1, "", "RIGHT_ANKLE"], [52, 7, 1, "", "RIGHT_BIG_TOE"], [52, 7, 1, "", "RIGHT_EAR"], [52, 7, 1, "", "RIGHT_ELBOW"], [52, 7, 1, "", "RIGHT_EYE"], [52, 7, 1, "", "RIGHT_HEEL"], [52, 7, 1, "", "RIGHT_HIP"], [52, 7, 1, "", "RIGHT_KNEE"], [52, 7, 1, "", "RIGHT_SHOULDER"], [52, 7, 1, "", "RIGHT_SMALL_TOE"], [52, 7, 1, "", "RIGHT_WRIST"]], "imgutils.pose.visual": [[54, 1, 1, "", "op18_visualize"]], "imgutils.preprocess": [[55, 0, 0, "-", "base"], [57, 0, 0, "-", "pillow"], [58, 0, 0, "-", "torchvision"], [59, 0, 0, "-", "transformers"]], "imgutils.preprocess.base": [[55, 3, 1, "", "NotParseTarget"]], "imgutils.preprocess.pillow": [[57, 1, 1, "", "create_pillow_transforms"], [57, 1, 1, "", "parse_pillow_transforms"], [57, 1, 1, "", "register_pillow_parse"], [57, 1, 1, "", "register_pillow_transform"]], "imgutils.preprocess.torchvision": [[58, 1, 1, "", "create_torchvision_transforms"], [58, 1, 1, "", "parse_torchvision_transforms"], [58, 1, 1, "", "register_torchvision_parse"], [58, 1, 1, "", "register_torchvision_transform"]], "imgutils.preprocess.transformers": [[59, 3, 1, "", "NotProcessorTypeError"], [59, 1, 1, "", "convert_to_size_dict"], [59, 1, 1, "", "create_bit_transforms"], [59, 1, 1, "", "create_blip_transforms"], [59, 1, 1, "", "create_clip_transforms"], [59, 1, 1, "", "create_convnext_transforms"], [59, 1, 1, "", "create_mobilenetv2_transforms"], [59, 1, 1, "", "create_siglip_transforms"], [59, 1, 1, "", "create_transforms_from_bit_processor"], [59, 1, 1, "", "create_transforms_from_blip_processor"], [59, 1, 1, "", "create_transforms_from_clip_processor"], [59, 1, 1, "", "create_transforms_from_convnext_processor"], [59, 1, 1, "", "create_transforms_from_mobilenetv2_processor"], [59, 1, 1, "", "create_transforms_from_siglip_processor"], [59, 1, 1, "", "create_transforms_from_transformers"], [59, 1, 1, "", "create_transforms_from_vit_processor"], [59, 1, 1, "", "create_vit_transforms"], [59, 1, 1, "", "get_size_dict"], [59, 1, 1, "", "is_valid_size_dict"], [59, 1, 1, "", "register_creators_for_transformers"]], "imgutils.resource": [[60, 0, 0, "-", "background"]], "imgutils.resource.background": [[60, 3, 1, "", "BackgroundImageSet"], [60, 1, 1, "", "get_bg_image"], [60, 1, 1, "", "get_bg_image_file"], [60, 1, 1, "", "list_bg_image_files"], [60, 1, 1, "", "random_bg_image"], [60, 1, 1, "", "random_bg_image_file"]], "imgutils.resource.background.BackgroundImageSet": [[60, 4, 1, "", "__init__"], [60, 4, 1, "", "get_image"], [60, 4, 1, "", "get_image_file"], [60, 4, 1, "", "list_image_files"], [60, 4, 1, "", "random_image"], [60, 4, 1, "", "random_image_file"]], "imgutils.restore": [[62, 0, 0, "-", "adversarial"], [64, 0, 0, "-", "nafnet"], [65, 0, 0, "-", "scunet"]], "imgutils.restore.adversarial": [[62, 1, 1, "", "remove_adversarial_noise"]], "imgutils.restore.nafnet": [[64, 1, 1, "", "restore_with_nafnet"]], "imgutils.restore.scunet": [[65, 1, 1, "", "restore_with_scunet"]], "imgutils.sd": [[67, 0, 0, "-", "metadata"], [68, 0, 0, "-", "model"], [69, 0, 0, "-", "nai"]], "imgutils.sd.metadata": [[67, 3, 1, "", "SDMetaData"], [67, 1, 1, "", "get_sdmeta_from_image"], [67, 1, 1, "", "parse_sdmeta_from_text"], [67, 1, 1, "", "save_image_with_sdmeta"]], "imgutils.sd.metadata.SDMetaData": [[67, 4, 1, "", "__str__"], [67, 5, 1, "", "pnginfo"], [67, 5, 1, "", "text"]], "imgutils.sd.model": [[68, 1, 1, "", "read_metadata"], [68, 1, 1, "", "save_with_metadata"]], "imgutils.sd.nai": [[69, 3, 1, "", "NAIMetaData"], [69, 3, 1, "", "NAIMetadata"], [69, 1, 1, "", "add_naimeta_to_image"], [69, 1, 1, "", "get_naimeta_from_image"], [69, 1, 1, "", "save_image_with_naimeta"]], "imgutils.sd.nai.NAIMetaData": [[69, 4, 1, "", "__init__"], [69, 5, 1, "", "pnginfo"]], "imgutils.segment": [[71, 0, 0, "-", "isnetis"]], "imgutils.segment.isnetis": [[71, 1, 1, "", "get_isnetis_mask"], [71, 1, 1, "", "segment_rgba_with_isnetis"], [71, 1, 1, "", "segment_with_isnetis"]], "imgutils.tagging": [[72, 0, 0, "-", "blacklist"], [73, 0, 0, "-", "character"], [74, 0, 0, "-", "deepdanbooru"], [75, 0, 0, "-", "deepgelbooru"], [76, 0, 0, "-", "format"], [78, 0, 0, "-", "match"], [79, 0, 0, "-", "mldanbooru"], [80, 0, 0, "-", "order"], [81, 0, 0, "-", "overlap"], [82, 0, 0, "-", "wd14"]], "imgutils.tagging.blacklist": [[72, 1, 1, "", "drop_blacklisted_tags"], [72, 1, 1, "", "is_blacklisted"]], "imgutils.tagging.character": [[73, 2, 1, "", "CHAR_PREFIXES"], [73, 2, 1, "", "CHAR_SUFFIXES"], [73, 2, 1, "", "CHAR_WHITELIST_PREFIX"], [73, 2, 1, "", "CHAR_WHITELIST_SUFFIX"], [73, 2, 1, "", "CHAR_WHITELIST_WORD"], [73, 3, 1, "", "CharacterTagPool"], [73, 1, 1, "", "drop_basic_character_tags"], [73, 1, 1, "", "is_basic_character_tag"]], "imgutils.tagging.character.CharacterTagPool": [[73, 4, 1, "", "__init__"], [73, 4, 1, "", "drop_basic_character_tags"], [73, 4, 1, "", "is_basic_character_tag"]], "imgutils.tagging.deepdanbooru": [[74, 1, 1, "", "get_deepdanbooru_tags"]], "imgutils.tagging.deepgelbooru": [[75, 1, 1, "", "get_deepgelbooru_tags"]], "imgutils.tagging.format": [[76, 1, 1, "", "add_underline"], [76, 1, 1, "", "remove_underline"], [76, 1, 1, "", "tags_to_text"]], "imgutils.tagging.match": [[78, 1, 1, "", "tag_match_full"], [78, 1, 1, "", "tag_match_prefix"], [78, 1, 1, "", "tag_match_suffix"]], "imgutils.tagging.mldanbooru": [[79, 1, 1, "", "get_mldanbooru_tags"]], "imgutils.tagging.order": [[80, 1, 1, "", "sort_tags"]], "imgutils.tagging.overlap": [[81, 1, 1, "", "drop_overlap_tags"]], "imgutils.tagging.wd14": [[82, 1, 1, "", "convert_wd14_emb_to_prediction"], [82, 1, 1, "", "denormalize_wd14_emb"], [82, 1, 1, "", "get_wd14_tags"]], "imgutils.upscale": [[83, 0, 0, "-", "cdc"]], "imgutils.upscale.cdc": [[83, 1, 1, "", "upscale_with_cdc"]], "imgutils.utils": [[85, 0, 0, "-", "cache"], [86, 0, 0, "-", "func"], [88, 0, 0, "-", "onnxruntime"]], "imgutils.utils.cache": [[85, 1, 1, "", "ts_lru_cache"]], "imgutils.utils.func": [[86, 1, 1, "", "sigmoid"]], "imgutils.utils.onnxruntime": [[88, 1, 1, "", "get_onnx_provider"], [88, 1, 1, "", "open_onnx_model"]], "imgutils.validate": [[89, 0, 0, "-", "aicheck"], [90, 0, 0, "-", "bangumi_char"], [91, 0, 0, "-", "classify"], [92, 0, 0, "-", "color"], [93, 0, 0, "-", "completeness"], [94, 0, 0, "-", "dbrating"], [95, 0, 0, "-", "furry"], [97, 0, 0, "-", "monochrome"], [98, 0, 0, "-", "nsfw"], [99, 0, 0, "-", "portrait"], [100, 0, 0, "-", "rating"], [101, 0, 0, "-", "real"], [102, 0, 0, "-", "safe"], [103, 0, 0, "-", "style_age"], [104, 0, 0, "-", "teen"], [105, 0, 0, "-", "truncate"]], "imgutils.validate.aicheck": [[89, 1, 1, "", "get_ai_created_score"], [89, 1, 1, "", "is_ai_created"]], "imgutils.validate.bangumi_char": [[90, 1, 1, "", "anime_bangumi_char"], [90, 1, 1, "", "anime_bangumi_char_score"]], "imgutils.validate.classify": [[91, 1, 1, "", "anime_classify"], [91, 1, 1, "", "anime_classify_score"]], "imgutils.validate.color": [[92, 1, 1, "", "is_greyscale"]], "imgutils.validate.completeness": [[93, 1, 1, "", "anime_completeness"], [93, 1, 1, "", "anime_completeness_score"]], "imgutils.validate.dbrating": [[94, 1, 1, "", "anime_dbrating"], [94, 1, 1, "", "anime_dbrating_score"]], "imgutils.validate.furry": [[95, 1, 1, "", "anime_furry"], [95, 1, 1, "", "anime_furry_score"]], "imgutils.validate.monochrome": [[97, 1, 1, "", "get_monochrome_score"], [97, 1, 1, "", "is_monochrome"]], "imgutils.validate.nsfw": [[98, 1, 1, "", "nsfw_pred"], [98, 1, 1, "", "nsfw_pred_score"]], "imgutils.validate.portrait": [[99, 1, 1, "", "anime_portrait"], [99, 1, 1, "", "anime_portrait_score"]], "imgutils.validate.rating": [[100, 1, 1, "", "anime_rating"], [100, 1, 1, "", "anime_rating_score"]], "imgutils.validate.real": [[101, 1, 1, "", "anime_real"], [101, 1, 1, "", "anime_real_score"]], "imgutils.validate.safe": [[102, 1, 1, "", "safe_check"], [102, 1, 1, "", "safe_check_score"]], "imgutils.validate.style_age": [[103, 1, 1, "", "anime_style_age"], [103, 1, 1, "", "anime_style_age_score"]], "imgutils.validate.teen": [[104, 1, 1, "", "anime_teen"], [104, 1, 1, "", "anime_teen_score"]], "imgutils.validate.truncate": [[105, 1, 1, "", "is_truncated_file"]]}, "objtypes": {"0": "py:module", "1": "py:function", "2": "py:data", "3": "py:class", "4": "py:method", "5": "py:property", "6": "py:enum", "7": "py:attribute"}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "function", "Python function"], "2": ["py", "data", "Python data"], "3": ["py", "class", "Python class"], "4": ["py", "method", "Python method"], "5": ["py", "property", "Python property"], "6": ["py", "enum", "Python enum"], "7": ["py", "attribute", "Python attribute"]}, "titleterms": {"imgutil": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106], "ascii": [0, 1], "draw": 0, "ascii_draw": 0, "config": [2, 3], "meta": 3, "__title__": 3, "__version__": 3, "__description__": 3, "__author__": 3, "__author_email__": 3, "data": [4, 5, 6, 7, 8, 9, 10, 11], "background": [4, 60], "grid_background": 4, "grid_transpar": 4, "blob": 5, "to_blob_url": 5, "load_image_from_blob_url": 5, "is_valid_image_blob_url": 5, "decod": 6, "rgb_decod": 6, "encod": 7, "rgb_encod": 7, "imag": 8, "load_imag": 8, "has_alpha_channel": 8, "layer": 10, "istack": 10, "url": 11, "download_image_from_url": 11, "is_http_url": 11, "detect": [12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24], "booru_yolo": 12, "model": [12, 68], "label": 12, "descript": 12, "avail": 12, "pp": 12, "seri": 12, "AS": 12, "aa": 12, "detect_with_booru_yolo": 12, "censor": 13, "detect_censor": 13, "ey": 14, "detect_ey": 14, "face": 15, "detect_fac": 15, "halfbodi": 16, "detect_halfbodi": 16, "hand": 17, "detect_hand": 17, "head": 18, "detect_head": 18, "nudenet": 20, "detect_with_nudenet": 20, "person": 21, "detect_person": 21, "similar": 22, "calculate_i": 22, "bboxes_similar": 22, "detection_similar": 22, "text": 23, "detect_text": 23, "visual": [24, 54], "detection_visu": 24, "edg": [25, 26, 27, 28], "canni": 25, "get_edge_by_canni": 25, "edge_image_with_canni": 25, "lineart": 27, "get_edge_by_lineart": 27, "edge_image_with_lineart": 27, "lineart_anim": 28, "get_edge_by_lineart_anim": 28, "edge_image_with_lineart_anim": 28, "gener": [29, 30, 31, 32, 33, 34], "classifi": [29, 91], "classifymodel": 29, "classify_predict_scor": 29, "classify_predict": 29, "classify_predict_fmt": 29, "clip": 30, "clipmodel": 30, "clip_image_encod": 30, "clip_text_encod": 30, "clip_predict": 30, "enhanc": 31, "imageenhanc": 31, "siglip": 33, "siglipmodel": 33, "siglip_image_encod": 33, "siglip_text_encod": 33, "siglip_predict": 33, "yolo": 34, "yolomodel": 34, "yolo_predict": 34, "metadata": [35, 36, 37, 67], "geninfo": 35, "read_geninfo_paramet": 35, "read_geninfo_exif": 35, "read_geninfo_gif": 35, "write_geninfo_paramet": 35, "write_geninfo_exif": 35, "write_geninfo_gif": 35, "lsb": 37, "read_lsb_raw_byt": 37, "read_lsb_metadata": 37, "write_lsb_raw_byt": 37, "write_lsb_metadata": 37, "lsbreaderror": 37, "lsbextractor": 37, "imagelsbdataextractor": 37, "serialize_pnginfo": 37, "serialize_json": 37, "inject_data": 37, "metric": [38, 39, 40, 41, 42, 43, 44], "aesthet": 38, "get_aesthetic_scor": 38, "ccip": 39, "ccip_extract_featur": 39, "ccip_batch_extract_featur": 39, "ccip_default_threshold": 39, "ccip_differ": 39, "ccip_sam": 39, "ccip_batch_differ": 39, "ccip_batch_sam": 39, "ccip_default_clustering_param": 39, "ccip_clust": 39, "ccip_merg": 39, "dbaesthet": 40, "anime_dbaesthet": 40, "laplacian": 42, "laplacian_scor": 42, "lpip": 43, "lpips_extract_featur": 43, "lpips_differ": 43, "lpips_clust": 43, "psnr_": 44, "psnr": 44, "ocr": 45, "detect_text_with_ocr": 45, "list_det_model": 45, "list_rec_model": 45, "oper": [46, 47, 48, 49, 50], "align": 46, "align_maxs": 46, "censor_": 47, "censor_area": 47, "censor_nsfw": 47, "basecensor": 47, "colorcensor": 47, "blurcensor": 47, "pixelatecensor": 47, "register_censor_method": 47, "imgcensor": 48, "imagebasedcensor": 48, "emojibasedcensor": 48, "singleimag": 48, "squeez": 50, "squeeze_with_transpar": 50, "pose": [51, 52, 53, 54], "dwpose": 51, "dwpose_estim": 51, "format": [52, 76], "op18keypointset": 52, "openpose18": 52, "op18_body_max": 52, "op18_body_min": 52, "op18_face_max": 52, "op18_face_min": 52, "op18_left_foot_max": 52, "op18_left_foot_min": 52, "op18_left_hand_max": 52, "op18_left_hand_min": 52, "op18_right_foot_max": 52, "op18_right_foot_min": 52, "op18_right_hand_max": 52, "op18_right_hand_min": 52, "op18_visu": 54, "preprocess": [55, 56, 57, 58, 59], "base": 55, "notparsetarget": 55, "pillow": 57, "register_pillow_transform": 57, "register_pillow_pars": 57, "create_pillow_transform": 57, "parse_pillow_transform": 57, "torchvis": 58, "register_torchvision_transform": 58, "register_torchvision_pars": 58, "create_torchvision_transform": 58, "parse_torchvision_transform": 58, "transform": 59, "register_creators_for_transform": 59, "notprocessortypeerror": 59, "create_transforms_from_transform": 59, "is_valid_size_dict": 59, "convert_to_size_dict": 59, "get_size_dict": 59, "create_clip_transform": 59, "create_transforms_from_clip_processor": 59, "create_convnext_transform": 59, "create_transforms_from_convnext_processor": 59, "create_vit_transform": 59, "create_transforms_from_vit_processor": 59, "create_siglip_transform": 59, "create_transforms_from_siglip_processor": 59, "create_bit_transform": 59, "create_transforms_from_bit_processor": 59, "create_blip_transform": 59, "create_transforms_from_blip_processor": 59, "create_mobilenetv2_transform": 59, "create_transforms_from_mobilenetv2_processor": 59, "resourc": [60, 61], "backgroundimageset": 60, "list_bg_image_fil": 60, "get_bg_image_fil": 60, "get_bg_imag": 60, "random_bg_image_fil": 60, "random_bg_imag": 60, "restor": [62, 63, 64, 65], "adversari": 62, "remove_adversarial_nois": 62, "nafnet": 64, "restore_with_nafnet": 64, "scunet": 65, "restore_with_scunet": 65, "sd": [66, 67, 68, 69], "sdmetadata": 67, "parse_sdmeta_from_text": 67, "get_sdmeta_from_imag": 67, "save_image_with_sdmeta": 67, "read_metadata": 68, "save_with_metadata": 68, "nai": 69, "naimetadata": 69, "get_naimeta_from_imag": 69, "add_naimeta_to_imag": 69, "save_image_with_naimeta": 69, "segment": [70, 71], "isneti": 71, "get_isnetis_mask": 71, "segment_with_isneti": 71, "segment_rgba_with_isneti": 71, "tag": [72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82], "blacklist": 72, "is_blacklist": 72, "drop_blacklisted_tag": 72, "charact": 73, "char_whitelist_suffix": 73, "char_whitelist_prefix": 73, "char_whitelist_word": 73, "char_suffix": 73, "char_prefix": 73, "charactertagpool": 73, "is_basic_character_tag": 73, "drop_basic_character_tag": 73, "deepdanbooru": 74, "get_deepdanbooru_tag": 74, "deepgelbooru": 75, "get_deepgelbooru_tag": 75, "add_underlin": 76, "remove_underlin": 76, "tags_to_text": 76, "match": 78, "tag_match_suffix": 78, "tag_match_prefix": 78, "tag_match_ful": 78, "mldanbooru": 79, "get_mldanbooru_tag": 79, "order": 80, "sort_tag": 80, "overlap": 81, "drop_overlap_tag": 81, "wd14": 82, "get_wd14_tag": 82, "convert_wd14_emb_to_predict": 82, "denormalize_wd14_emb": 82, "upscal": [83, 84], "cdc": 83, "upscale_with_cdc": 83, "util": [85, 86, 87, 88], "cach": 85, "ts_lru_cach": 85, "func": 86, "sigmoid": 86, "onnxruntim": 88, "get_onnx_provid": 88, "open_onnx_model": 88, "valid": [89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105], "aicheck": 89, "get_ai_created_scor": 89, "is_ai_cr": 89, "bangumi_char": 90, "anime_bangumi_char_scor": 90, "anime_bangumi_char": 90, "anime_classify_scor": 91, "anime_classifi": 91, "color": 92, "is_greyscal": 92, "complet": 93, "anime_completeness_scor": 93, "anime_complet": 93, "dbrate": 94, "anime_dbrating_scor": 94, "anime_dbr": 94, "furri": 95, "anime_furry_scor": 95, "anime_furri": 95, "monochrom": 97, "get_monochrome_scor": 97, "is_monochrom": 97, "nsfw": 98, "nsfw_pred_scor": 98, "nsfw_pred": 98, "portrait": 99, "anime_portrait_scor": 99, "anime_portrait": 99, "rate": 100, "anime_rating_scor": 100, "anime_r": [100, 101], "real": 101, "anime_real_scor": 101, "safe": 102, "safe_check_scor": 102, "safe_check": 102, "style_ag": 103, "anime_style_age_scor": 103, "anime_style_ag": 103, "teen": 104, "anime_teen_scor": 104, "anime_teen": 104, "truncat": 105, "is_truncated_fil": 105, "welcom": 106, "": 106, "document": 106, "overview": 106, "tutori": 106, "inform": [106, 107, 108], "api": 106, "run": [107, 108], "environ": [107, 108], "instal": 109, "quick": 110, "start": 110}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.viewcode": 1, "sphinx.ext.todo": 2, "nbsphinx": 4, "sphinx": 58}, "alltitles": {"imgutils.ascii.drawing": [[0, "module-imgutils.ascii.drawing"]], "ascii_drawing": [[0, "ascii-drawing"]], "imgutils.ascii": [[1, "module-imgutils.ascii"]], "imgutils.config": [[2, "module-imgutils.config"]], "imgutils.config.meta": [[3, "module-imgutils.config.meta"]], "__TITLE__": [[3, "title"]], "__VERSION__": [[3, "version"]], "__DESCRIPTION__": [[3, "description"]], "__AUTHOR__": [[3, "author"]], "__AUTHOR_EMAIL__": [[3, "author-email"]], "imgutils.data.background": [[4, "module-imgutils.data.background"]], "grid_background": [[4, "grid-background"]], "grid_transparent": [[4, "grid-transparent"]], "imgutils.data.blob": [[5, "module-imgutils.data.blob"]], "to_blob_url": [[5, "to-blob-url"]], "load_image_from_blob_url": [[5, "load-image-from-blob-url"]], "is_valid_image_blob_url": [[5, "is-valid-image-blob-url"]], "imgutils.data.decode": [[6, "module-imgutils.data.decode"]], "rgb_decode": [[6, "rgb-decode"]], "imgutils.data.encode": [[7, "module-imgutils.data.encode"]], "rgb_encode": [[7, "rgb-encode"]], "imgutils.data.image": [[8, "module-imgutils.data.image"]], "load_image": [[8, "load-image"]], "load_images": [[8, "load-images"]], "has_alpha_channel": [[8, "has-alpha-channel"]], "imgutils.data": [[9, "module-imgutils.data"]], "imgutils.data.layer": [[10, "module-imgutils.data.layer"]], "istack": [[10, "istack"]], "imgutils.data.url": [[11, "module-imgutils.data.url"]], "download_image_from_url": [[11, "download-image-from-url"]], "is_http_url": [[11, "is-http-url"]], "imgutils.detect.booru_yolo": [[12, "module-imgutils.detect.booru_yolo"]], "Model Labels and Descriptions": [[12, "id1"]], "Available Models (PP Series)": [[12, "id2"]], "Available Models (AS Series)": [[12, "id3"]], "Available Models (AA Series)": [[12, "id4"]], "detect_with_booru_yolo": [[12, "detect-with-booru-yolo"]], "imgutils.detect.censor": [[13, "module-imgutils.detect.censor"]], "detect_censors": [[13, "detect-censors"]], "imgutils.detect.eye": [[14, "module-imgutils.detect.eye"]], "detect_eyes": [[14, "detect-eyes"]], "imgutils.detect.face": [[15, "module-imgutils.detect.face"]], "detect_faces": [[15, "detect-faces"]], "imgutils.detect.halfbody": [[16, "module-imgutils.detect.halfbody"]], "detect_halfbody": [[16, "detect-halfbody"]], "imgutils.detect.hand": [[17, "module-imgutils.detect.hand"]], "detect_hands": [[17, "detect-hands"]], "imgutils.detect.head": [[18, "module-imgutils.detect.head"]], "detect_heads": [[18, "detect-heads"]], "imgutils.detect": [[19, "module-imgutils.detect"]], "imgutils.detect.nudenet": [[20, "module-imgutils.detect.nudenet"]], "detect_with_nudenet": [[20, "detect-with-nudenet"]], "imgutils.detect.person": [[21, "module-imgutils.detect.person"]], "detect_person": [[21, "detect-person"]], "imgutils.detect.similarity": [[22, "module-imgutils.detect.similarity"]], "calculate_iou": [[22, "calculate-iou"]], "bboxes_similarity": [[22, "bboxes-similarity"]], "detection_similarity": [[22, "detection-similarity"]], "imgutils.detect.text": [[23, "module-imgutils.detect.text"]], "detect_text": [[23, "detect-text"]], "imgutils.detect.visual": [[24, "module-imgutils.detect.visual"]], "detection_visualize": [[24, "detection-visualize"]], "imgutils.edge.canny": [[25, "module-imgutils.edge.canny"]], "get_edge_by_canny": [[25, "get-edge-by-canny"]], "edge_image_with_canny": [[25, "edge-image-with-canny"]], "imgutils.edge": [[26, "module-imgutils.edge"]], "imgutils.edge.lineart": [[27, "module-imgutils.edge.lineart"]], "get_edge_by_lineart": [[27, "get-edge-by-lineart"]], "edge_image_with_lineart": [[27, "edge-image-with-lineart"]], "imgutils.edge.lineart_anime": [[28, "module-imgutils.edge.lineart_anime"]], "get_edge_by_lineart_anime": [[28, "get-edge-by-lineart-anime"]], "edge_image_with_lineart_anime": [[28, "edge-image-with-lineart-anime"]], "imgutils.generic.classify": [[29, "module-imgutils.generic.classify"]], "ClassifyModel": [[29, "classifymodel"]], "classify_predict_score": [[29, "classify-predict-score"]], "classify_predict": [[29, "classify-predict"]], "classify_predict_fmt": [[29, "classify-predict-fmt"]], "imgutils.generic.clip": [[30, "module-imgutils.generic.clip"]], "CLIPModel": [[30, "clipmodel"]], "clip_image_encode": [[30, "clip-image-encode"]], "clip_text_encode": [[30, "clip-text-encode"]], "clip_predict": [[30, "clip-predict"]], "imgutils.generic.enhance": [[31, "module-imgutils.generic.enhance"]], "ImageEnhancer": [[31, "imageenhancer"]], "imgutils.generic": [[32, "module-imgutils.generic"]], "imgutils.generic.siglip": [[33, "module-imgutils.generic.siglip"]], "SigLIPModel": [[33, "siglipmodel"]], "siglip_image_encode": [[33, "siglip-image-encode"]], "siglip_text_encode": [[33, "siglip-text-encode"]], "siglip_predict": [[33, "siglip-predict"]], "imgutils.generic.yolo": [[34, "module-imgutils.generic.yolo"]], "YOLOModel": [[34, "yolomodel"]], "yolo_predict": [[34, "yolo-predict"]], "imgutils.metadata.geninfo": [[35, "module-imgutils.metadata.geninfo"]], "read_geninfo_parameters": [[35, "read-geninfo-parameters"]], "read_geninfo_exif": [[35, "read-geninfo-exif"]], "read_geninfo_gif": [[35, "read-geninfo-gif"]], "write_geninfo_parameters": [[35, "write-geninfo-parameters"]], "write_geninfo_exif": [[35, "write-geninfo-exif"]], "write_geninfo_gif": [[35, "write-geninfo-gif"]], "imgutils.metadata": [[36, "module-imgutils.metadata"]], "imgutils.metadata.lsb": [[37, "module-imgutils.metadata.lsb"]], "read_lsb_raw_bytes": [[37, "read-lsb-raw-bytes"]], "read_lsb_metadata": [[37, "read-lsb-metadata"]], "write_lsb_raw_bytes": [[37, "write-lsb-raw-bytes"]], "write_lsb_metadata": [[37, "write-lsb-metadata"]], "LSBReadError": [[37, "lsbreaderror"]], "LSBExtractor": [[37, "lsbextractor"]], "ImageLsbDataExtractor": [[37, "imagelsbdataextractor"]], "serialize_pnginfo": [[37, "serialize-pnginfo"]], "serialize_json": [[37, "serialize-json"]], "inject_data": [[37, "inject-data"]], "imgutils.metrics.aesthetic": [[38, "module-imgutils.metrics.aesthetic"]], "get_aesthetic_score": [[38, "get-aesthetic-score"]], "imgutils.metrics.ccip": [[39, "module-imgutils.metrics.ccip"]], "ccip_extract_feature": [[39, "ccip-extract-feature"]], "ccip_batch_extract_features": [[39, "ccip-batch-extract-features"]], "ccip_default_threshold": [[39, "ccip-default-threshold"]], "ccip_difference": [[39, "ccip-difference"]], "ccip_same": [[39, "ccip-same"]], "ccip_batch_differences": [[39, "ccip-batch-differences"]], "ccip_batch_same": [[39, "ccip-batch-same"]], "ccip_default_clustering_params": [[39, "ccip-default-clustering-params"]], "ccip_clustering": [[39, "ccip-clustering"]], "ccip_merge": [[39, "ccip-merge"]], "imgutils.metrics.dbaesthetic": [[40, "module-imgutils.metrics.dbaesthetic"]], "anime_dbaesthetic": [[40, "anime-dbaesthetic"]], "imgutils.metrics": [[41, "module-imgutils.metrics"]], "imgutils.metrics.laplacian": [[42, "module-imgutils.metrics.laplacian"]], "laplacian_score": [[42, "laplacian-score"]], "imgutils.metrics.lpips": [[43, "module-imgutils.metrics.lpips"]], "lpips_extract_feature": [[43, "lpips-extract-feature"]], "lpips_difference": [[43, "lpips-difference"]], "lpips_clustering": [[43, "lpips-clustering"]], "imgutils.metrics.psnr_": [[44, "module-imgutils.metrics.psnr_"]], "psnr": [[44, "id1"]], "imgutils.ocr": [[45, "module-imgutils.ocr"]], "detect_text_with_ocr": [[45, "detect-text-with-ocr"]], "ocr": [[45, "ocr"]], "list_det_models": [[45, "list-det-models"]], "list_rec_models": [[45, "list-rec-models"]], "imgutils.operate.align": [[46, "module-imgutils.operate.align"]], "align_maxsize": [[46, "align-maxsize"]], "imgutils.operate.censor_": [[47, "module-imgutils.operate.censor_"]], "censor_areas": [[47, "censor-areas"]], "censor_nsfw": [[47, "censor-nsfw"]], "BaseCensor": [[47, "basecensor"]], "ColorCensor": [[47, "colorcensor"]], "BlurCensor": [[47, "blurcensor"]], "PixelateCensor": [[47, "pixelatecensor"]], "register_censor_method": [[47, "register-censor-method"]], "imgutils.operate.imgcensor": [[48, "module-imgutils.operate.imgcensor"]], "ImageBasedCensor": [[48, "imagebasedcensor"]], "EmojiBasedCensor": [[48, "emojibasedcensor"]], "SingleImage": [[48, "singleimage"]], "imgutils.operate": [[49, "module-imgutils.operate"]], "imgutils.operate.squeeze": [[50, "module-imgutils.operate.squeeze"]], "squeeze": [[50, "squeeze"]], "squeeze_with_transparency": [[50, "squeeze-with-transparency"]], "imgutils.pose.dwpose": [[51, "module-imgutils.pose.dwpose"]], "dwpose_estimate": [[51, "dwpose-estimate"]], "imgutils.pose.format": [[52, "module-imgutils.pose.format"]], "OP18KeyPointSet": [[52, "op18keypointset"]], "OpenPose18": [[52, "openpose18"]], "OP18_BODY_MAX": [[52, "op18-body-max"]], "OP18_BODY_MIN": [[52, "op18-body-min"]], "OP18_FACE_MAX": [[52, "op18-face-max"]], "OP18_FACE_MIN": [[52, "op18-face-min"]], "OP18_LEFT_FOOT_MAX": [[52, "op18-left-foot-max"]], "OP18_LEFT_FOOT_MIN": [[52, "op18-left-foot-min"]], "OP18_LEFT_HAND_MAX": [[52, "op18-left-hand-max"]], "OP18_LEFT_HAND_MIN": [[52, "op18-left-hand-min"]], "OP18_RIGHT_FOOT_MAX": [[52, "op18-right-foot-max"]], "OP18_RIGHT_FOOT_MIN": [[52, "op18-right-foot-min"]], "OP18_RIGHT_HAND_MAX": [[52, "op18-right-hand-max"]], "OP18_RIGHT_HAND_MIN": [[52, "op18-right-hand-min"]], "imgutils.pose": [[53, "module-imgutils.pose"]], "imgutils.pose.visual": [[54, "module-imgutils.pose.visual"]], "op18_visualize": [[54, "op18-visualize"]], "imgutils.preprocess.base": [[55, "module-imgutils.preprocess.base"]], "NotParseTarget": [[55, "notparsetarget"]], "imgutils.preprocess": [[56, "module-imgutils.preprocess"]], "imgutils.preprocess.pillow": [[57, "module-imgutils.preprocess.pillow"]], "register_pillow_transform": [[57, "register-pillow-transform"]], "register_pillow_parse": [[57, "register-pillow-parse"]], "create_pillow_transforms": [[57, "create-pillow-transforms"]], "parse_pillow_transforms": [[57, "parse-pillow-transforms"]], "imgutils.preprocess.torchvision": [[58, "module-imgutils.preprocess.torchvision"]], "register_torchvision_transform": [[58, "register-torchvision-transform"]], "register_torchvision_parse": [[58, "register-torchvision-parse"]], "create_torchvision_transforms": [[58, "create-torchvision-transforms"]], "parse_torchvision_transforms": [[58, "parse-torchvision-transforms"]], "imgutils.preprocess.transformers": [[59, "module-imgutils.preprocess.transformers"]], "register_creators_for_transformers": [[59, "register-creators-for-transformers"]], "NotProcessorTypeError": [[59, "notprocessortypeerror"]], "create_transforms_from_transformers": [[59, "create-transforms-from-transformers"]], "is_valid_size_dict": [[59, "is-valid-size-dict"]], "convert_to_size_dict": [[59, "convert-to-size-dict"]], "get_size_dict": [[59, "get-size-dict"]], "create_clip_transforms": [[59, "create-clip-transforms"]], "create_transforms_from_clip_processor": [[59, "create-transforms-from-clip-processor"]], "create_convnext_transforms": [[59, "create-convnext-transforms"]], "create_transforms_from_convnext_processor": [[59, "create-transforms-from-convnext-processor"]], "create_vit_transforms": [[59, "create-vit-transforms"]], "create_transforms_from_vit_processor": [[59, "create-transforms-from-vit-processor"]], "create_siglip_transforms": [[59, "create-siglip-transforms"]], "create_transforms_from_siglip_processor": [[59, "create-transforms-from-siglip-processor"]], "create_bit_transforms": [[59, "create-bit-transforms"]], "create_transforms_from_bit_processor": [[59, "create-transforms-from-bit-processor"]], "create_blip_transforms": [[59, "create-blip-transforms"]], "create_transforms_from_blip_processor": [[59, "create-transforms-from-blip-processor"]], "create_mobilenetv2_transforms": [[59, "create-mobilenetv2-transforms"]], "create_transforms_from_mobilenetv2_processor": [[59, "create-transforms-from-mobilenetv2-processor"]], "imgutils.resource.background": [[60, "module-imgutils.resource.background"]], "BackgroundImageSet": [[60, "backgroundimageset"]], "list_bg_image_files": [[60, "list-bg-image-files"]], "get_bg_image_file": [[60, "get-bg-image-file"]], "get_bg_image": [[60, "get-bg-image"]], "random_bg_image_file": [[60, "random-bg-image-file"]], "random_bg_image": [[60, "random-bg-image"]], "imgutils.resource": [[61, "module-imgutils.resource"]], "imgutils.restore.adversarial": [[62, "module-imgutils.restore.adversarial"]], "remove_adversarial_noise": [[62, "remove-adversarial-noise"]], "imgutils.restore": [[63, "module-imgutils.restore"]], "imgutils.restore.nafnet": [[64, "module-imgutils.restore.nafnet"]], "restore_with_nafnet": [[64, "restore-with-nafnet"]], "imgutils.restore.scunet": [[65, "module-imgutils.restore.scunet"]], "restore_with_scunet": [[65, "restore-with-scunet"]], "imgutils.sd": [[66, "module-imgutils.sd"]], "imgutils.sd.metadata": [[67, "module-imgutils.sd.metadata"]], "SDMetaData": [[67, "sdmetadata"]], "parse_sdmeta_from_text": [[67, "parse-sdmeta-from-text"]], "get_sdmeta_from_image": [[67, "get-sdmeta-from-image"]], "save_image_with_sdmeta": [[67, "save-image-with-sdmeta"]], "imgutils.sd.model": [[68, "module-imgutils.sd.model"]], "read_metadata": [[68, "read-metadata"]], "save_with_metadata": [[68, "save-with-metadata"]], "imgutils.sd.nai": [[69, "module-imgutils.sd.nai"]], "NAIMetaData": [[69, "naimetadata"]], "NAIMetadata": [[69, "id1"]], "get_naimeta_from_image": [[69, "get-naimeta-from-image"]], "add_naimeta_to_image": [[69, "add-naimeta-to-image"]], "save_image_with_naimeta": [[69, "save-image-with-naimeta"]], "imgutils.segment": [[70, "module-imgutils.segment"]], "imgutils.segment.isnetis": [[71, "module-imgutils.segment.isnetis"]], "get_isnetis_mask": [[71, "get-isnetis-mask"]], "segment_with_isnetis": [[71, "segment-with-isnetis"]], "segment_rgba_with_isnetis": [[71, "segment-rgba-with-isnetis"]], "imgutils.tagging.blacklist": [[72, "module-imgutils.tagging.blacklist"]], "is_blacklisted": [[72, "is-blacklisted"]], "drop_blacklisted_tags": [[72, "drop-blacklisted-tags"]], "imgutils.tagging.character": [[73, "module-imgutils.tagging.character"]], "CHAR_WHITELIST_SUFFIX": [[73, "char-whitelist-suffix"]], "CHAR_WHITELIST_PREFIX": [[73, "char-whitelist-prefix"]], "CHAR_WHITELIST_WORD": [[73, "char-whitelist-word"]], "CHAR_SUFFIXES": [[73, "char-suffixes"]], "CHAR_PREFIXES": [[73, "char-prefixes"]], "CharacterTagPool": [[73, "charactertagpool"]], "is_basic_character_tag": [[73, "is-basic-character-tag"]], "drop_basic_character_tags": [[73, "drop-basic-character-tags"]], "imgutils.tagging.deepdanbooru": [[74, "module-imgutils.tagging.deepdanbooru"]], "get_deepdanbooru_tags": [[74, "get-deepdanbooru-tags"]], "imgutils.tagging.deepgelbooru": [[75, "module-imgutils.tagging.deepgelbooru"]], "get_deepgelbooru_tags": [[75, "get-deepgelbooru-tags"]], "imgutils.tagging.format": [[76, "module-imgutils.tagging.format"]], "add_underline": [[76, "add-underline"]], "remove_underline": [[76, "remove-underline"]], "tags_to_text": [[76, "tags-to-text"]], "imgutils.tagging": [[77, "module-imgutils.tagging"]], "imgutils.tagging.match": [[78, "module-imgutils.tagging.match"]], "tag_match_suffix": [[78, "tag-match-suffix"]], "tag_match_prefix": [[78, "tag-match-prefix"]], "tag_match_full": [[78, "tag-match-full"]], "imgutils.tagging.mldanbooru": [[79, "module-imgutils.tagging.mldanbooru"]], "get_mldanbooru_tags": [[79, "get-mldanbooru-tags"]], "imgutils.tagging.order": [[80, "module-imgutils.tagging.order"]], "sort_tags": [[80, "sort-tags"]], "imgutils.tagging.overlap": [[81, "module-imgutils.tagging.overlap"]], "drop_overlap_tags": [[81, "drop-overlap-tags"]], "imgutils.tagging.wd14": [[82, "module-imgutils.tagging.wd14"]], "get_wd14_tags": [[82, "get-wd14-tags"]], "convert_wd14_emb_to_prediction": [[82, "convert-wd14-emb-to-prediction"]], "denormalize_wd14_emb": [[82, "denormalize-wd14-emb"]], "imgutils.upscale.cdc": [[83, "module-imgutils.upscale.cdc"]], "upscale_with_cdc": [[83, "upscale-with-cdc"]], "imgutils.upscale": [[84, "module-imgutils.upscale"]], "imgutils.utils.cache": [[85, "module-imgutils.utils.cache"]], "ts_lru_cache": [[85, "ts-lru-cache"]], "imgutils.utils.func": [[86, "module-imgutils.utils.func"]], "sigmoid": [[86, "sigmoid"]], "imgutils.utils": [[87, "module-imgutils.utils"]], "imgutils.utils.onnxruntime": [[88, "module-imgutils.utils.onnxruntime"]], "get_onnx_provider": [[88, "get-onnx-provider"]], "open_onnx_model": [[88, "open-onnx-model"]], "imgutils.validate.aicheck": [[89, "module-imgutils.validate.aicheck"]], "get_ai_created_score": [[89, "get-ai-created-score"]], "is_ai_created": [[89, "is-ai-created"]], "imgutils.validate.bangumi_char": [[90, "module-imgutils.validate.bangumi_char"]], "anime_bangumi_char_score": [[90, "anime-bangumi-char-score"]], "anime_bangumi_char": [[90, "anime-bangumi-char"]], "imgutils.validate.classify": [[91, "module-imgutils.validate.classify"]], "anime_classify_score": [[91, "anime-classify-score"]], "anime_classify": [[91, "anime-classify"]], "imgutils.validate.color": [[92, "module-imgutils.validate.color"]], "is_greyscale": [[92, "is-greyscale"]], "imgutils.validate.completeness": [[93, "module-imgutils.validate.completeness"]], "anime_completeness_score": [[93, "anime-completeness-score"]], "anime_completeness": [[93, "anime-completeness"]], "imgutils.validate.dbrating": [[94, "module-imgutils.validate.dbrating"]], "anime_dbrating_score": [[94, "anime-dbrating-score"]], "anime_dbrating": [[94, "anime-dbrating"]], "imgutils.validate.furry": [[95, "module-imgutils.validate.furry"]], "anime_furry_score": [[95, "anime-furry-score"]], "anime_furry": [[95, "anime-furry"]], "imgutils.validate": [[96, "module-imgutils.validate"]], "imgutils.validate.monochrome": [[97, "module-imgutils.validate.monochrome"]], "get_monochrome_score": [[97, "get-monochrome-score"]], "is_monochrome": [[97, "is-monochrome"]], "imgutils.validate.nsfw": [[98, "module-imgutils.validate.nsfw"]], "nsfw_pred_score": [[98, "nsfw-pred-score"]], "nsfw_pred": [[98, "nsfw-pred"]], "imgutils.validate.portrait": [[99, "module-imgutils.validate.portrait"]], "anime_portrait_score": [[99, "anime-portrait-score"]], "anime_portrait": [[99, "anime-portrait"]], "imgutils.validate.rating": [[100, "module-imgutils.validate.rating"]], "anime_rating_score": [[100, "anime-rating-score"]], "anime_rating": [[100, "anime-rating"]], "imgutils.validate.real": [[101, "module-imgutils.validate.real"]], "anime_real_score": [[101, "anime-real-score"]], "anime_real": [[101, "anime-real"]], "imgutils.validate.safe": [[102, "module-imgutils.validate.safe"]], "safe_check_score": [[102, "safe-check-score"]], "safe_check": [[102, "safe-check"]], "imgutils.validate.style_age": [[103, "module-imgutils.validate.style_age"]], "anime_style_age_score": [[103, "anime-style-age-score"]], "anime_style_age": [[103, "anime-style-age"]], "imgutils.validate.teen": [[104, "module-imgutils.validate.teen"]], "anime_teen_score": [[104, "anime-teen-score"]], "anime_teen": [[104, "anime-teen"]], "imgutils.validate.truncate": [[105, "module-imgutils.validate.truncate"]], "is_truncated_file": [[105, "is-truncated-file"]], "Welcome to imgutils\u2019s Documentation": [[106, "welcome-to-imgutils-s-documentation"]], "Overview": [[106, "overview"]], "Tutorials": [[106, null]], "Information": [[106, null]], "API Documentation": [[106, null]], "Run Environment Information": [[107, "Run-Environment-Information"], [108, "Run-Environment-Information"]], "Installation": [[109, "installation"]], "Quick Start": [[110, "quick-start"]]}, "indexentries": {"ascii_drawing() (in module imgutils.ascii.drawing)": [[0, "imgutils.ascii.drawing.ascii_drawing"]], "imgutils.ascii.drawing": [[0, "module-imgutils.ascii.drawing"]], "module": [[0, "module-imgutils.ascii.drawing"], [1, "module-imgutils.ascii"], [2, "module-imgutils.config"], [3, "module-imgutils.config.meta"], [4, "module-imgutils.data.background"], [5, "module-imgutils.data.blob"], [6, "module-imgutils.data.decode"], [7, "module-imgutils.data.encode"], [8, "module-imgutils.data.image"], [9, "module-imgutils.data"], [10, "module-imgutils.data.layer"], [11, "module-imgutils.data.url"], [12, "module-imgutils.detect.booru_yolo"], [13, "module-imgutils.detect.censor"], [14, "module-imgutils.detect.eye"], [15, "module-imgutils.detect.face"], [16, "module-imgutils.detect.halfbody"], [17, "module-imgutils.detect.hand"], [18, "module-imgutils.detect.head"], [19, "module-imgutils.detect"], [20, "module-imgutils.detect.nudenet"], [21, "module-imgutils.detect.person"], [22, "module-imgutils.detect.similarity"], [23, "module-imgutils.detect.text"], [24, "module-imgutils.detect.visual"], [25, "module-imgutils.edge.canny"], [26, "module-imgutils.edge"], [27, "module-imgutils.edge.lineart"], [28, "module-imgutils.edge.lineart_anime"], [29, "module-imgutils.generic.classify"], [30, "module-imgutils.generic.clip"], [31, "module-imgutils.generic.enhance"], [32, "module-imgutils.generic"], [33, "module-imgutils.generic.siglip"], [34, "module-imgutils.generic.yolo"], [35, "module-imgutils.metadata.geninfo"], [36, "module-imgutils.metadata"], [37, "module-imgutils.metadata.lsb"], [38, "module-imgutils.metrics.aesthetic"], [39, "module-imgutils.metrics.ccip"], [40, "module-imgutils.metrics.dbaesthetic"], [41, "module-imgutils.metrics"], [42, "module-imgutils.metrics.laplacian"], [43, "module-imgutils.metrics.lpips"], [44, "module-imgutils.metrics.psnr_"], [45, "module-imgutils.ocr"], [46, "module-imgutils.operate.align"], [47, "module-imgutils.operate.censor_"], [48, "module-imgutils.operate.imgcensor"], [49, "module-imgutils.operate"], [50, "module-imgutils.operate.squeeze"], [51, "module-imgutils.pose.dwpose"], [52, "module-imgutils.pose.format"], [53, "module-imgutils.pose"], [54, "module-imgutils.pose.visual"], [55, "module-imgutils.preprocess.base"], [56, "module-imgutils.preprocess"], [57, "module-imgutils.preprocess.pillow"], [58, "module-imgutils.preprocess.torchvision"], [59, "module-imgutils.preprocess.transformers"], [60, "module-imgutils.resource.background"], [61, "module-imgutils.resource"], [62, "module-imgutils.restore.adversarial"], [63, "module-imgutils.restore"], [64, "module-imgutils.restore.nafnet"], [65, "module-imgutils.restore.scunet"], [66, "module-imgutils.sd"], [67, "module-imgutils.sd.metadata"], [68, "module-imgutils.sd.model"], [69, "module-imgutils.sd.nai"], [70, "module-imgutils.segment"], [71, "module-imgutils.segment.isnetis"], [72, "module-imgutils.tagging.blacklist"], [73, "module-imgutils.tagging.character"], [74, "module-imgutils.tagging.deepdanbooru"], [75, "module-imgutils.tagging.deepgelbooru"], [76, "module-imgutils.tagging.format"], [77, "module-imgutils.tagging"], [78, "module-imgutils.tagging.match"], [79, "module-imgutils.tagging.mldanbooru"], [80, "module-imgutils.tagging.order"], [81, "module-imgutils.tagging.overlap"], [82, "module-imgutils.tagging.wd14"], [83, "module-imgutils.upscale.cdc"], [84, "module-imgutils.upscale"], [85, "module-imgutils.utils.cache"], [86, "module-imgutils.utils.func"], [87, "module-imgutils.utils"], [88, "module-imgutils.utils.onnxruntime"], [89, "module-imgutils.validate.aicheck"], [90, "module-imgutils.validate.bangumi_char"], [91, "module-imgutils.validate.classify"], [92, "module-imgutils.validate.color"], [93, "module-imgutils.validate.completeness"], [94, "module-imgutils.validate.dbrating"], [95, "module-imgutils.validate.furry"], [96, "module-imgutils.validate"], [97, "module-imgutils.validate.monochrome"], [98, "module-imgutils.validate.nsfw"], [99, "module-imgutils.validate.portrait"], [100, "module-imgutils.validate.rating"], [101, "module-imgutils.validate.real"], [102, "module-imgutils.validate.safe"], [103, "module-imgutils.validate.style_age"], [104, "module-imgutils.validate.teen"], [105, "module-imgutils.validate.truncate"]], "imgutils.ascii": [[1, "module-imgutils.ascii"]], "imgutils.config": [[2, "module-imgutils.config"]], "__author_email__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__AUTHOR_EMAIL__"]], "__author__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__AUTHOR__"]], "__description__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__DESCRIPTION__"]], "__title__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__TITLE__"]], "__version__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__VERSION__"]], "imgutils.config.meta": [[3, "module-imgutils.config.meta"]], "grid_background() (in module imgutils.data.background)": [[4, "imgutils.data.background.grid_background"]], "grid_transparent() (in module imgutils.data.background)": [[4, "imgutils.data.background.grid_transparent"]], "imgutils.data.background": [[4, "module-imgutils.data.background"]], "imgutils.data.blob": [[5, "module-imgutils.data.blob"]], "is_valid_image_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.is_valid_image_blob_url"]], "load_image_from_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.load_image_from_blob_url"]], "to_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.to_blob_url"]], "imgutils.data.decode": [[6, "module-imgutils.data.decode"]], "rgb_decode() (in module imgutils.data.decode)": [[6, "imgutils.data.decode.rgb_decode"]], "imgutils.data.encode": [[7, "module-imgutils.data.encode"]], "rgb_encode() (in module imgutils.data.encode)": [[7, "imgutils.data.encode.rgb_encode"]], "has_alpha_channel() (in module imgutils.data.image)": [[8, "imgutils.data.image.has_alpha_channel"]], "imgutils.data.image": [[8, "module-imgutils.data.image"]], "load_image() (in module imgutils.data.image)": [[8, "imgutils.data.image.load_image"]], "load_images() (in module imgutils.data.image)": [[8, "imgutils.data.image.load_images"]], "imgutils.data": [[9, "module-imgutils.data"]], "imgutils.data.layer": [[10, "module-imgutils.data.layer"]], "istack() (in module imgutils.data.layer)": [[10, "imgutils.data.layer.istack"]], "download_image_from_url() (in module imgutils.data.url)": [[11, "imgutils.data.url.download_image_from_url"]], "imgutils.data.url": [[11, "module-imgutils.data.url"]], "is_http_url() (in module imgutils.data.url)": [[11, "imgutils.data.url.is_http_url"]], "detect_with_booru_yolo() (in module imgutils.detect.booru_yolo)": [[12, "imgutils.detect.booru_yolo.detect_with_booru_yolo"]], "imgutils.detect.booru_yolo": [[12, "module-imgutils.detect.booru_yolo"]], "detect_censors() (in module imgutils.detect.censor)": [[13, "imgutils.detect.censor.detect_censors"]], "imgutils.detect.censor": [[13, "module-imgutils.detect.censor"]], "detect_eyes() (in module imgutils.detect.eye)": [[14, "imgutils.detect.eye.detect_eyes"]], "imgutils.detect.eye": [[14, "module-imgutils.detect.eye"]], "detect_faces() (in module imgutils.detect.face)": [[15, "imgutils.detect.face.detect_faces"]], "imgutils.detect.face": [[15, "module-imgutils.detect.face"]], "detect_halfbody() (in module imgutils.detect.halfbody)": [[16, "imgutils.detect.halfbody.detect_halfbody"]], "imgutils.detect.halfbody": [[16, "module-imgutils.detect.halfbody"]], "detect_hands() (in module imgutils.detect.hand)": [[17, "imgutils.detect.hand.detect_hands"]], "imgutils.detect.hand": [[17, "module-imgutils.detect.hand"]], "detect_heads() (in module imgutils.detect.head)": [[18, "imgutils.detect.head.detect_heads"]], "imgutils.detect.head": [[18, "module-imgutils.detect.head"]], "imgutils.detect": [[19, "module-imgutils.detect"]], "detect_with_nudenet() (in module imgutils.detect.nudenet)": [[20, "imgutils.detect.nudenet.detect_with_nudenet"]], "imgutils.detect.nudenet": [[20, "module-imgutils.detect.nudenet"]], "detect_person() (in module imgutils.detect.person)": [[21, "imgutils.detect.person.detect_person"]], "imgutils.detect.person": [[21, "module-imgutils.detect.person"]], "bboxes_similarity() (in module imgutils.detect.similarity)": [[22, "imgutils.detect.similarity.bboxes_similarity"]], "calculate_iou() (in module imgutils.detect.similarity)": [[22, "imgutils.detect.similarity.calculate_iou"]], "detection_similarity() (in module imgutils.detect.similarity)": [[22, "imgutils.detect.similarity.detection_similarity"]], "imgutils.detect.similarity": [[22, "module-imgutils.detect.similarity"]], "detect_text() (in module imgutils.detect.text)": [[23, "imgutils.detect.text.detect_text"]], "imgutils.detect.text": [[23, "module-imgutils.detect.text"]], "detection_visualize() (in module imgutils.detect.visual)": [[24, "imgutils.detect.visual.detection_visualize"]], "imgutils.detect.visual": [[24, "module-imgutils.detect.visual"]], "edge_image_with_canny() (in module imgutils.edge.canny)": [[25, "imgutils.edge.canny.edge_image_with_canny"]], "get_edge_by_canny() (in module imgutils.edge.canny)": [[25, "imgutils.edge.canny.get_edge_by_canny"]], "imgutils.edge.canny": [[25, "module-imgutils.edge.canny"]], "imgutils.edge": [[26, "module-imgutils.edge"]], "edge_image_with_lineart() (in module imgutils.edge.lineart)": [[27, "imgutils.edge.lineart.edge_image_with_lineart"]], "get_edge_by_lineart() (in module imgutils.edge.lineart)": [[27, "imgutils.edge.lineart.get_edge_by_lineart"]], "imgutils.edge.lineart": [[27, "module-imgutils.edge.lineart"]], "edge_image_with_lineart_anime() (in module imgutils.edge.lineart_anime)": [[28, "imgutils.edge.lineart_anime.edge_image_with_lineart_anime"]], "get_edge_by_lineart_anime() (in module imgutils.edge.lineart_anime)": [[28, "imgutils.edge.lineart_anime.get_edge_by_lineart_anime"]], "imgutils.edge.lineart_anime": [[28, "module-imgutils.edge.lineart_anime"]], "classifymodel (class in imgutils.generic.classify)": [[29, "imgutils.generic.classify.ClassifyModel"]], "__init__() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.__init__"]], "classify_predict() (in module imgutils.generic.classify)": [[29, "imgutils.generic.classify.classify_predict"]], "classify_predict_fmt() (in module imgutils.generic.classify)": [[29, "imgutils.generic.classify.classify_predict_fmt"]], "classify_predict_score() (in module imgutils.generic.classify)": [[29, "imgutils.generic.classify.classify_predict_score"]], "clear() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.clear"]], "imgutils.generic.classify": [[29, "module-imgutils.generic.classify"]], "launch_demo() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.launch_demo"]], "make_ui() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.make_ui"]], "predict() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.predict"]], "predict_fmt() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.predict_fmt"]], "predict_score() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.predict_score"]], "clipmodel (class in imgutils.generic.clip)": [[30, "imgutils.generic.clip.CLIPModel"]], "__init__() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.__init__"]], "clear() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.clear"]], "clip_image_encode() (in module imgutils.generic.clip)": [[30, "imgutils.generic.clip.clip_image_encode"]], "clip_predict() (in module imgutils.generic.clip)": [[30, "imgutils.generic.clip.clip_predict"]], "clip_text_encode() (in module imgutils.generic.clip)": [[30, "imgutils.generic.clip.clip_text_encode"]], "image_encode() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.image_encode"]], "imgutils.generic.clip": [[30, "module-imgutils.generic.clip"]], "launch_demo() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.launch_demo"]], "make_ui() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.make_ui"]], "predict() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.predict"]], "text_encode() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.text_encode"]], "imageenhancer (class in imgutils.generic.enhance)": [[31, "imgutils.generic.enhance.ImageEnhancer"]], "__init__() (imgutils.generic.enhance.imageenhancer method)": [[31, "imgutils.generic.enhance.ImageEnhancer.__init__"]], "imgutils.generic.enhance": [[31, "module-imgutils.generic.enhance"]], "process() (imgutils.generic.enhance.imageenhancer method)": [[31, "imgutils.generic.enhance.ImageEnhancer.process"]], "imgutils.generic": [[32, "module-imgutils.generic"]], "siglipmodel (class in imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.SigLIPModel"]], "__init__() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.__init__"]], "clear() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.clear"]], "image_encode() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.image_encode"]], "imgutils.generic.siglip": [[33, "module-imgutils.generic.siglip"]], "launch_demo() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.launch_demo"]], "make_ui() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.make_ui"]], "predict() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.predict"]], "siglip_image_encode() (in module imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.siglip_image_encode"]], "siglip_predict() (in module imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.siglip_predict"]], "siglip_text_encode() (in module imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.siglip_text_encode"]], "text_encode() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.text_encode"]], "yolomodel (class in imgutils.generic.yolo)": [[34, "imgutils.generic.yolo.YOLOModel"]], "__init__() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.__init__"]], "clear() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.clear"]], "imgutils.generic.yolo": [[34, "module-imgutils.generic.yolo"]], "launch_demo() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.launch_demo"]], "make_ui() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.make_ui"]], "predict() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.predict"]], "yolo_predict() (in module imgutils.generic.yolo)": [[34, "imgutils.generic.yolo.yolo_predict"]], "imgutils.metadata.geninfo": [[35, "module-imgutils.metadata.geninfo"]], "read_geninfo_exif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.read_geninfo_exif"]], "read_geninfo_gif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.read_geninfo_gif"]], "read_geninfo_parameters() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.read_geninfo_parameters"]], "write_geninfo_exif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.write_geninfo_exif"]], "write_geninfo_gif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.write_geninfo_gif"]], "write_geninfo_parameters() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.write_geninfo_parameters"]], "imgutils.metadata": [[36, "module-imgutils.metadata"]], "imagelsbdataextractor (class in imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.ImageLsbDataExtractor"]], "lsbextractor (class in imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.LSBExtractor"]], "lsbreaderror (class in imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.LSBReadError"]], "__init__() (imgutils.metadata.lsb.imagelsbdataextractor method)": [[37, "imgutils.metadata.lsb.ImageLsbDataExtractor.__init__"]], "__init__() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.__init__"]], "extract_data() (imgutils.metadata.lsb.imagelsbdataextractor method)": [[37, "imgutils.metadata.lsb.ImageLsbDataExtractor.extract_data"]], "get_next_n_bytes() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.get_next_n_bytes"]], "get_one_byte() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.get_one_byte"]], "imgutils.metadata.lsb": [[37, "module-imgutils.metadata.lsb"]], "inject_data() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.inject_data"]], "read_32bit_integer() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.read_32bit_integer"]], "read_lsb_metadata() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.read_lsb_metadata"]], "read_lsb_raw_bytes() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.read_lsb_raw_bytes"]], "serialize_json() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.serialize_json"]], "serialize_pnginfo() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.serialize_pnginfo"]], "write_lsb_metadata() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.write_lsb_metadata"]], "write_lsb_raw_bytes() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.write_lsb_raw_bytes"]], "get_aesthetic_score() (in module imgutils.metrics.aesthetic)": [[38, "imgutils.metrics.aesthetic.get_aesthetic_score"]], "imgutils.metrics.aesthetic": [[38, "module-imgutils.metrics.aesthetic"]], "ccip_batch_differences() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_batch_differences"]], "ccip_batch_extract_features() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_batch_extract_features"]], "ccip_batch_same() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_batch_same"]], "ccip_clustering() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_clustering"]], "ccip_default_clustering_params() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_default_clustering_params"]], "ccip_default_threshold() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_default_threshold"]], "ccip_difference() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_difference"]], "ccip_extract_feature() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_extract_feature"]], "ccip_merge() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_merge"]], "ccip_same() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_same"]], "imgutils.metrics.ccip": [[39, "module-imgutils.metrics.ccip"]], "anime_dbaesthetic() (in module imgutils.metrics.dbaesthetic)": [[40, "imgutils.metrics.dbaesthetic.anime_dbaesthetic"]], "imgutils.metrics.dbaesthetic": [[40, "module-imgutils.metrics.dbaesthetic"]], "imgutils.metrics": [[41, "module-imgutils.metrics"]], "imgutils.metrics.laplacian": [[42, "module-imgutils.metrics.laplacian"]], "laplacian_score() (in module imgutils.metrics.laplacian)": [[42, "imgutils.metrics.laplacian.laplacian_score"]], "imgutils.metrics.lpips": [[43, "module-imgutils.metrics.lpips"]], "lpips_clustering() (in module imgutils.metrics.lpips)": [[43, "imgutils.metrics.lpips.lpips_clustering"]], "lpips_difference() (in module imgutils.metrics.lpips)": [[43, "imgutils.metrics.lpips.lpips_difference"]], "lpips_extract_feature() (in module imgutils.metrics.lpips)": [[43, "imgutils.metrics.lpips.lpips_extract_feature"]], "imgutils.metrics.psnr_": [[44, "module-imgutils.metrics.psnr_"]], "psnr() (in module imgutils.metrics.psnr_)": [[44, "imgutils.metrics.psnr_.psnr"]], "detect_text_with_ocr() (in module imgutils.ocr)": [[45, "imgutils.ocr.detect_text_with_ocr"]], "imgutils.ocr": [[45, "module-imgutils.ocr"]], "list_det_models() (in module imgutils.ocr)": [[45, "imgutils.ocr.list_det_models"]], "list_rec_models() (in module imgutils.ocr)": [[45, "imgutils.ocr.list_rec_models"]], "ocr() (in module imgutils.ocr)": [[45, "imgutils.ocr.ocr"]], "align_maxsize() (in module imgutils.operate.align)": [[46, "imgutils.operate.align.align_maxsize"]], "imgutils.operate.align": [[46, "module-imgutils.operate.align"]], "basecensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.BaseCensor"]], "blurcensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.BlurCensor"]], "colorcensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.ColorCensor"]], "pixelatecensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.PixelateCensor"]], "censor_area() (imgutils.operate.censor_.basecensor method)": [[47, "imgutils.operate.censor_.BaseCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.blurcensor method)": [[47, "imgutils.operate.censor_.BlurCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.colorcensor method)": [[47, "imgutils.operate.censor_.ColorCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.pixelatecensor method)": [[47, "imgutils.operate.censor_.PixelateCensor.censor_area"]], "censor_areas() (in module imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.censor_areas"]], "censor_nsfw() (in module imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.censor_nsfw"]], "imgutils.operate.censor_": [[47, "module-imgutils.operate.censor_"]], "register_censor_method() (in module imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.register_censor_method"]], "emojibasedcensor (class in imgutils.operate.imgcensor)": [[48, "imgutils.operate.imgcensor.EmojiBasedCensor"]], "imagebasedcensor (class in imgutils.operate.imgcensor)": [[48, "imgutils.operate.imgcensor.ImageBasedCensor"]], "singleimage (class in imgutils.operate.imgcensor)": [[48, "imgutils.operate.imgcensor.SingleImage"]], "__init__() (imgutils.operate.imgcensor.singleimage method)": [[48, "imgutils.operate.imgcensor.SingleImage.__init__"]], "censor_area() (imgutils.operate.imgcensor.emojibasedcensor method)": [[48, "imgutils.operate.imgcensor.EmojiBasedCensor.censor_area"]], "censor_area() (imgutils.operate.imgcensor.imagebasedcensor method)": [[48, "imgutils.operate.imgcensor.ImageBasedCensor.censor_area"]], "find_for_area() (imgutils.operate.imgcensor.singleimage method)": [[48, "imgutils.operate.imgcensor.SingleImage.find_for_area"]], "height (imgutils.operate.imgcensor.singleimage property)": [[48, "imgutils.operate.imgcensor.SingleImage.height"]], "imgutils.operate.imgcensor": [[48, "module-imgutils.operate.imgcensor"]], "width (imgutils.operate.imgcensor.singleimage property)": [[48, "imgutils.operate.imgcensor.SingleImage.width"]], "imgutils.operate": [[49, "module-imgutils.operate"]], "imgutils.operate.squeeze": [[50, "module-imgutils.operate.squeeze"]], "squeeze() (in module imgutils.operate.squeeze)": [[50, "imgutils.operate.squeeze.squeeze"]], "squeeze_with_transparency() (in module imgutils.operate.squeeze)": [[50, "imgutils.operate.squeeze.squeeze_with_transparency"]], "dwpose_estimate() (in module imgutils.pose.dwpose)": [[51, "imgutils.pose.dwpose.dwpose_estimate"]], "imgutils.pose.dwpose": [[51, "module-imgutils.pose.dwpose"]], "left_ankle (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_ANKLE"]], "left_big_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_BIG_TOE"]], "left_ear (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_EAR"]], "left_elbow (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_ELBOW"]], "left_eye (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_EYE"]], "left_heel (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_HEEL"]], "left_hip (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_HIP"]], "left_knee (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_KNEE"]], "left_shoulder (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_SHOULDER"]], "left_small_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_SMALL_TOE"]], "left_wrist (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_WRIST"]], "neck (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.NECK"]], "nose (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.NOSE"]], "op18keypointset (class in imgutils.pose.format)": [[52, "imgutils.pose.format.OP18KeyPointSet"]], "op18_body_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_BODY_MAX"]], "op18_body_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_BODY_MIN"]], "op18_face_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_FACE_MAX"]], "op18_face_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_FACE_MIN"]], "op18_left_foot_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_FOOT_MAX"]], "op18_left_foot_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_FOOT_MIN"]], "op18_left_hand_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_HAND_MAX"]], "op18_left_hand_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_HAND_MIN"]], "op18_right_foot_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_FOOT_MAX"]], "op18_right_foot_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_FOOT_MIN"]], "op18_right_hand_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_HAND_MAX"]], "op18_right_hand_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_HAND_MIN"]], "right_ankle (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_ANKLE"]], "right_big_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_BIG_TOE"]], "right_ear (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_EAR"]], "right_elbow (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_ELBOW"]], "right_eye (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_EYE"]], "right_heel (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_HEEL"]], "right_hip (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_HIP"]], "right_knee (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_KNEE"]], "right_shoulder (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_SHOULDER"]], "right_small_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_SMALL_TOE"]], "right_wrist (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_WRIST"]], "__init__() (imgutils.pose.format.op18keypointset method)": [[52, "imgutils.pose.format.OP18KeyPointSet.__init__"]], "__mul__() (imgutils.pose.format.op18keypointset method)": [[52, "imgutils.pose.format.OP18KeyPointSet.__mul__"]], "__truediv__() (imgutils.pose.format.op18keypointset method)": [[52, "imgutils.pose.format.OP18KeyPointSet.__truediv__"]], "body (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.body"]], "face (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.face"]], "imgutils.pose.format": [[52, "module-imgutils.pose.format"]], "left_foot (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.left_foot"]], "left_hand (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.left_hand"]], "right_foot (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.right_foot"]], "right_hand (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.right_hand"]], "imgutils.pose": [[53, "module-imgutils.pose"]], "imgutils.pose.visual": [[54, "module-imgutils.pose.visual"]], "op18_visualize() (in module imgutils.pose.visual)": [[54, "imgutils.pose.visual.op18_visualize"]], "notparsetarget (class in imgutils.preprocess.base)": [[55, "imgutils.preprocess.base.NotParseTarget"]], "imgutils.preprocess.base": [[55, "module-imgutils.preprocess.base"]], "imgutils.preprocess": [[56, "module-imgutils.preprocess"]], "create_pillow_transforms() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.create_pillow_transforms"]], "imgutils.preprocess.pillow": [[57, "module-imgutils.preprocess.pillow"]], "parse_pillow_transforms() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.parse_pillow_transforms"]], "register_pillow_parse() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.register_pillow_parse"]], "register_pillow_transform() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.register_pillow_transform"]], "create_torchvision_transforms() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.create_torchvision_transforms"]], "imgutils.preprocess.torchvision": [[58, "module-imgutils.preprocess.torchvision"]], "parse_torchvision_transforms() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.parse_torchvision_transforms"]], "register_torchvision_parse() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.register_torchvision_parse"]], "register_torchvision_transform() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.register_torchvision_transform"]], "notprocessortypeerror (class in imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.NotProcessorTypeError"]], "convert_to_size_dict() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.convert_to_size_dict"]], "create_bit_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_bit_transforms"]], "create_blip_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_blip_transforms"]], "create_clip_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_clip_transforms"]], "create_convnext_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_convnext_transforms"]], "create_mobilenetv2_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_mobilenetv2_transforms"]], "create_siglip_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_siglip_transforms"]], "create_transforms_from_bit_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_bit_processor"]], "create_transforms_from_blip_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_blip_processor"]], "create_transforms_from_clip_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_clip_processor"]], "create_transforms_from_convnext_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_convnext_processor"]], "create_transforms_from_mobilenetv2_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_mobilenetv2_processor"]], "create_transforms_from_siglip_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_siglip_processor"]], "create_transforms_from_transformers() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_transformers"]], "create_transforms_from_vit_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_vit_processor"]], "create_vit_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_vit_transforms"]], "get_size_dict() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.get_size_dict"]], "imgutils.preprocess.transformers": [[59, "module-imgutils.preprocess.transformers"]], "is_valid_size_dict() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.is_valid_size_dict"]], "register_creators_for_transformers() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.register_creators_for_transformers"]], "backgroundimageset (class in imgutils.resource.background)": [[60, "imgutils.resource.background.BackgroundImageSet"]], "__init__() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.__init__"]], "get_bg_image() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.get_bg_image"]], "get_bg_image_file() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.get_bg_image_file"]], "get_image() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.get_image"]], "get_image_file() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.get_image_file"]], "imgutils.resource.background": [[60, "module-imgutils.resource.background"]], "list_bg_image_files() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.list_bg_image_files"]], "list_image_files() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.list_image_files"]], "random_bg_image() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.random_bg_image"]], "random_bg_image_file() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.random_bg_image_file"]], "random_image() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.random_image"]], "random_image_file() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.random_image_file"]], "imgutils.resource": [[61, "module-imgutils.resource"]], "imgutils.restore.adversarial": [[62, "module-imgutils.restore.adversarial"]], "remove_adversarial_noise() (in module imgutils.restore.adversarial)": [[62, "imgutils.restore.adversarial.remove_adversarial_noise"]], "imgutils.restore": [[63, "module-imgutils.restore"]], "imgutils.restore.nafnet": [[64, "module-imgutils.restore.nafnet"]], "restore_with_nafnet() (in module imgutils.restore.nafnet)": [[64, "imgutils.restore.nafnet.restore_with_nafnet"]], "imgutils.restore.scunet": [[65, "module-imgutils.restore.scunet"]], "restore_with_scunet() (in module imgutils.restore.scunet)": [[65, "imgutils.restore.scunet.restore_with_scunet"]], "imgutils.sd": [[66, "module-imgutils.sd"]], "sdmetadata (class in imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.SDMetaData"]], "__str__() (imgutils.sd.metadata.sdmetadata method)": [[67, "imgutils.sd.metadata.SDMetaData.__str__"]], "get_sdmeta_from_image() (in module imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.get_sdmeta_from_image"]], "imgutils.sd.metadata": [[67, "module-imgutils.sd.metadata"]], "parse_sdmeta_from_text() (in module imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.parse_sdmeta_from_text"]], "pnginfo (imgutils.sd.metadata.sdmetadata property)": [[67, "imgutils.sd.metadata.SDMetaData.pnginfo"]], "save_image_with_sdmeta() (in module imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.save_image_with_sdmeta"]], "text (imgutils.sd.metadata.sdmetadata property)": [[67, "imgutils.sd.metadata.SDMetaData.text"]], "imgutils.sd.model": [[68, "module-imgutils.sd.model"]], "read_metadata() (in module imgutils.sd.model)": [[68, "imgutils.sd.model.read_metadata"]], "save_with_metadata() (in module imgutils.sd.model)": [[68, "imgutils.sd.model.save_with_metadata"]], "naimetadata (class in imgutils.sd.nai)": [[69, "imgutils.sd.nai.NAIMetaData"], [69, "imgutils.sd.nai.NAIMetadata"]], "__init__() (imgutils.sd.nai.naimetadata method)": [[69, "imgutils.sd.nai.NAIMetaData.__init__"]], "add_naimeta_to_image() (in module imgutils.sd.nai)": [[69, "imgutils.sd.nai.add_naimeta_to_image"]], "get_naimeta_from_image() (in module imgutils.sd.nai)": [[69, "imgutils.sd.nai.get_naimeta_from_image"]], "imgutils.sd.nai": [[69, "module-imgutils.sd.nai"]], "pnginfo (imgutils.sd.nai.naimetadata property)": [[69, "imgutils.sd.nai.NAIMetaData.pnginfo"]], "save_image_with_naimeta() (in module imgutils.sd.nai)": [[69, "imgutils.sd.nai.save_image_with_naimeta"]], "imgutils.segment": [[70, "module-imgutils.segment"]], "get_isnetis_mask() (in module imgutils.segment.isnetis)": [[71, "imgutils.segment.isnetis.get_isnetis_mask"]], "imgutils.segment.isnetis": [[71, "module-imgutils.segment.isnetis"]], "segment_rgba_with_isnetis() (in module imgutils.segment.isnetis)": [[71, "imgutils.segment.isnetis.segment_rgba_with_isnetis"]], "segment_with_isnetis() (in module imgutils.segment.isnetis)": [[71, "imgutils.segment.isnetis.segment_with_isnetis"]], "drop_blacklisted_tags() (in module imgutils.tagging.blacklist)": [[72, "imgutils.tagging.blacklist.drop_blacklisted_tags"]], "imgutils.tagging.blacklist": [[72, "module-imgutils.tagging.blacklist"]], "is_blacklisted() (in module imgutils.tagging.blacklist)": [[72, "imgutils.tagging.blacklist.is_blacklisted"]], "char_prefixes (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_PREFIXES"]], "char_suffixes (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_SUFFIXES"]], "char_whitelist_prefix (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_WHITELIST_PREFIX"]], "char_whitelist_suffix (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_WHITELIST_SUFFIX"]], "char_whitelist_word (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_WHITELIST_WORD"]], "charactertagpool (class in imgutils.tagging.character)": [[73, "imgutils.tagging.character.CharacterTagPool"]], "__init__() (imgutils.tagging.character.charactertagpool method)": [[73, "imgutils.tagging.character.CharacterTagPool.__init__"]], "drop_basic_character_tags() (imgutils.tagging.character.charactertagpool method)": [[73, "imgutils.tagging.character.CharacterTagPool.drop_basic_character_tags"]], "drop_basic_character_tags() (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.drop_basic_character_tags"]], "imgutils.tagging.character": [[73, "module-imgutils.tagging.character"]], "is_basic_character_tag() (imgutils.tagging.character.charactertagpool method)": [[73, "imgutils.tagging.character.CharacterTagPool.is_basic_character_tag"]], "is_basic_character_tag() (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.is_basic_character_tag"]], "get_deepdanbooru_tags() (in module imgutils.tagging.deepdanbooru)": [[74, "imgutils.tagging.deepdanbooru.get_deepdanbooru_tags"]], "imgutils.tagging.deepdanbooru": [[74, "module-imgutils.tagging.deepdanbooru"]], "get_deepgelbooru_tags() (in module imgutils.tagging.deepgelbooru)": [[75, "imgutils.tagging.deepgelbooru.get_deepgelbooru_tags"]], "imgutils.tagging.deepgelbooru": [[75, "module-imgutils.tagging.deepgelbooru"]], "add_underline() (in module imgutils.tagging.format)": [[76, "imgutils.tagging.format.add_underline"]], "imgutils.tagging.format": [[76, "module-imgutils.tagging.format"]], "remove_underline() (in module imgutils.tagging.format)": [[76, "imgutils.tagging.format.remove_underline"]], "tags_to_text() (in module imgutils.tagging.format)": [[76, "imgutils.tagging.format.tags_to_text"]], "imgutils.tagging": [[77, "module-imgutils.tagging"]], "imgutils.tagging.match": [[78, "module-imgutils.tagging.match"]], "tag_match_full() (in module imgutils.tagging.match)": [[78, "imgutils.tagging.match.tag_match_full"]], "tag_match_prefix() (in module imgutils.tagging.match)": [[78, "imgutils.tagging.match.tag_match_prefix"]], "tag_match_suffix() (in module imgutils.tagging.match)": [[78, "imgutils.tagging.match.tag_match_suffix"]], "get_mldanbooru_tags() (in module imgutils.tagging.mldanbooru)": [[79, "imgutils.tagging.mldanbooru.get_mldanbooru_tags"]], "imgutils.tagging.mldanbooru": [[79, "module-imgutils.tagging.mldanbooru"]], "imgutils.tagging.order": [[80, "module-imgutils.tagging.order"]], "sort_tags() (in module imgutils.tagging.order)": [[80, "imgutils.tagging.order.sort_tags"]], "drop_overlap_tags() (in module imgutils.tagging.overlap)": [[81, "imgutils.tagging.overlap.drop_overlap_tags"]], "imgutils.tagging.overlap": [[81, "module-imgutils.tagging.overlap"]], "convert_wd14_emb_to_prediction() (in module imgutils.tagging.wd14)": [[82, "imgutils.tagging.wd14.convert_wd14_emb_to_prediction"]], "denormalize_wd14_emb() (in module imgutils.tagging.wd14)": [[82, "imgutils.tagging.wd14.denormalize_wd14_emb"]], "get_wd14_tags() (in module imgutils.tagging.wd14)": [[82, "imgutils.tagging.wd14.get_wd14_tags"]], "imgutils.tagging.wd14": [[82, "module-imgutils.tagging.wd14"]], "imgutils.upscale.cdc": [[83, "module-imgutils.upscale.cdc"]], "upscale_with_cdc() (in module imgutils.upscale.cdc)": [[83, "imgutils.upscale.cdc.upscale_with_cdc"]], "imgutils.upscale": [[84, "module-imgutils.upscale"]], "imgutils.utils.cache": [[85, "module-imgutils.utils.cache"]], "ts_lru_cache() (in module imgutils.utils.cache)": [[85, "imgutils.utils.cache.ts_lru_cache"]], "imgutils.utils.func": [[86, "module-imgutils.utils.func"]], "sigmoid() (in module imgutils.utils.func)": [[86, "imgutils.utils.func.sigmoid"]], "imgutils.utils": [[87, "module-imgutils.utils"]], "get_onnx_provider() (in module imgutils.utils.onnxruntime)": [[88, "imgutils.utils.onnxruntime.get_onnx_provider"]], "imgutils.utils.onnxruntime": [[88, "module-imgutils.utils.onnxruntime"]], "open_onnx_model() (in module imgutils.utils.onnxruntime)": [[88, "imgutils.utils.onnxruntime.open_onnx_model"]], "get_ai_created_score() (in module imgutils.validate.aicheck)": [[89, "imgutils.validate.aicheck.get_ai_created_score"]], "imgutils.validate.aicheck": [[89, "module-imgutils.validate.aicheck"]], "is_ai_created() (in module imgutils.validate.aicheck)": [[89, "imgutils.validate.aicheck.is_ai_created"]], "anime_bangumi_char() (in module imgutils.validate.bangumi_char)": [[90, "imgutils.validate.bangumi_char.anime_bangumi_char"]], "anime_bangumi_char_score() (in module imgutils.validate.bangumi_char)": [[90, "imgutils.validate.bangumi_char.anime_bangumi_char_score"]], "imgutils.validate.bangumi_char": [[90, "module-imgutils.validate.bangumi_char"]], "anime_classify() (in module imgutils.validate.classify)": [[91, "imgutils.validate.classify.anime_classify"]], "anime_classify_score() (in module imgutils.validate.classify)": [[91, "imgutils.validate.classify.anime_classify_score"]], "imgutils.validate.classify": [[91, "module-imgutils.validate.classify"]], "imgutils.validate.color": [[92, "module-imgutils.validate.color"]], "is_greyscale() (in module imgutils.validate.color)": [[92, "imgutils.validate.color.is_greyscale"]], "anime_completeness() (in module imgutils.validate.completeness)": [[93, "imgutils.validate.completeness.anime_completeness"]], "anime_completeness_score() (in module imgutils.validate.completeness)": [[93, "imgutils.validate.completeness.anime_completeness_score"]], "imgutils.validate.completeness": [[93, "module-imgutils.validate.completeness"]], "anime_dbrating() (in module imgutils.validate.dbrating)": [[94, "imgutils.validate.dbrating.anime_dbrating"]], "anime_dbrating_score() (in module imgutils.validate.dbrating)": [[94, "imgutils.validate.dbrating.anime_dbrating_score"]], "imgutils.validate.dbrating": [[94, "module-imgutils.validate.dbrating"]], "anime_furry() (in module imgutils.validate.furry)": [[95, "imgutils.validate.furry.anime_furry"]], "anime_furry_score() (in module imgutils.validate.furry)": [[95, "imgutils.validate.furry.anime_furry_score"]], "imgutils.validate.furry": [[95, "module-imgutils.validate.furry"]], "imgutils.validate": [[96, "module-imgutils.validate"]], "get_monochrome_score() (in module imgutils.validate.monochrome)": [[97, "imgutils.validate.monochrome.get_monochrome_score"]], "imgutils.validate.monochrome": [[97, "module-imgutils.validate.monochrome"]], "is_monochrome() (in module imgutils.validate.monochrome)": [[97, "imgutils.validate.monochrome.is_monochrome"]], "imgutils.validate.nsfw": [[98, "module-imgutils.validate.nsfw"]], "nsfw_pred() (in module imgutils.validate.nsfw)": [[98, "imgutils.validate.nsfw.nsfw_pred"]], "nsfw_pred_score() (in module imgutils.validate.nsfw)": [[98, "imgutils.validate.nsfw.nsfw_pred_score"]], "anime_portrait() (in module imgutils.validate.portrait)": [[99, "imgutils.validate.portrait.anime_portrait"]], "anime_portrait_score() (in module imgutils.validate.portrait)": [[99, "imgutils.validate.portrait.anime_portrait_score"]], "imgutils.validate.portrait": [[99, "module-imgutils.validate.portrait"]], "anime_rating() (in module imgutils.validate.rating)": [[100, "imgutils.validate.rating.anime_rating"]], "anime_rating_score() (in module imgutils.validate.rating)": [[100, "imgutils.validate.rating.anime_rating_score"]], "imgutils.validate.rating": [[100, "module-imgutils.validate.rating"]], "anime_real() (in module imgutils.validate.real)": [[101, "imgutils.validate.real.anime_real"]], "anime_real_score() (in module imgutils.validate.real)": [[101, "imgutils.validate.real.anime_real_score"]], "imgutils.validate.real": [[101, "module-imgutils.validate.real"]], "imgutils.validate.safe": [[102, "module-imgutils.validate.safe"]], "safe_check() (in module imgutils.validate.safe)": [[102, "imgutils.validate.safe.safe_check"]], "safe_check_score() (in module imgutils.validate.safe)": [[102, "imgutils.validate.safe.safe_check_score"]], "anime_style_age() (in module imgutils.validate.style_age)": [[103, "imgutils.validate.style_age.anime_style_age"]], "anime_style_age_score() (in module imgutils.validate.style_age)": [[103, "imgutils.validate.style_age.anime_style_age_score"]], "imgutils.validate.style_age": [[103, "module-imgutils.validate.style_age"]], "anime_teen() (in module imgutils.validate.teen)": [[104, "imgutils.validate.teen.anime_teen"]], "anime_teen_score() (in module imgutils.validate.teen)": [[104, "imgutils.validate.teen.anime_teen_score"]], "imgutils.validate.teen": [[104, "module-imgutils.validate.teen"]], "imgutils.validate.truncate": [[105, "module-imgutils.validate.truncate"]], "is_truncated_file() (in module imgutils.validate.truncate)": [[105, "imgutils.validate.truncate.is_truncated_file"]]}}) \ No newline at end of file +Search.setIndex({"docnames": ["api_doc/ascii/drawing", "api_doc/ascii/index", "api_doc/config/index", "api_doc/config/meta", "api_doc/data/background", "api_doc/data/blob", "api_doc/data/decode", "api_doc/data/encode", "api_doc/data/image", "api_doc/data/index", "api_doc/data/layer", "api_doc/data/url", "api_doc/detect/booru_yolo", "api_doc/detect/censor", "api_doc/detect/eye", "api_doc/detect/face", "api_doc/detect/halfbody", "api_doc/detect/hand", "api_doc/detect/head", "api_doc/detect/index", "api_doc/detect/nudenet", "api_doc/detect/person", "api_doc/detect/similarity", "api_doc/detect/text", "api_doc/detect/visual", "api_doc/edge/canny", "api_doc/edge/index", "api_doc/edge/lineart", "api_doc/edge/lineart_anime", "api_doc/generic/classify", "api_doc/generic/clip", "api_doc/generic/enhance", "api_doc/generic/index", "api_doc/generic/siglip", "api_doc/generic/yolo", "api_doc/metadata/geninfo", "api_doc/metadata/index", "api_doc/metadata/lsb", "api_doc/metrics/aesthetic", "api_doc/metrics/ccip", "api_doc/metrics/dbaesthetic", "api_doc/metrics/index", "api_doc/metrics/laplacian", "api_doc/metrics/lpips", "api_doc/metrics/psnr_", "api_doc/ocr/index", "api_doc/operate/align", "api_doc/operate/censor", "api_doc/operate/imgcensor", "api_doc/operate/index", "api_doc/operate/squeeze", "api_doc/pose/dwpose", "api_doc/pose/format", "api_doc/pose/index", "api_doc/pose/visual", "api_doc/preprocess/base", "api_doc/preprocess/index", "api_doc/preprocess/pillow", "api_doc/preprocess/torchvision", "api_doc/preprocess/transformers", "api_doc/resource/background", "api_doc/resource/index", "api_doc/restore/adversarial", "api_doc/restore/index", "api_doc/restore/nafnet", "api_doc/restore/scunet", "api_doc/sd/index", "api_doc/sd/metadata", "api_doc/sd/model", "api_doc/sd/nai", "api_doc/segment/index", "api_doc/segment/isnetis", "api_doc/tagging/blacklist", "api_doc/tagging/character", "api_doc/tagging/deepdanbooru", "api_doc/tagging/deepgelbooru", "api_doc/tagging/format", "api_doc/tagging/index", "api_doc/tagging/match", "api_doc/tagging/mldanbooru", "api_doc/tagging/order", "api_doc/tagging/overlap", "api_doc/tagging/wd14", "api_doc/upscale/cdc", "api_doc/upscale/index", "api_doc/utils/cache", "api_doc/utils/func", "api_doc/utils/index", "api_doc/utils/onnxruntime", "api_doc/validate/aicheck", "api_doc/validate/bangumi_char", "api_doc/validate/classify", "api_doc/validate/color", "api_doc/validate/completeness", "api_doc/validate/dbrating", "api_doc/validate/furry", "api_doc/validate/index", "api_doc/validate/monochrome", "api_doc/validate/nsfw", "api_doc/validate/portrait", "api_doc/validate/rating", "api_doc/validate/real", "api_doc/validate/safe", "api_doc/validate/style_age", "api_doc/validate/teen", "api_doc/validate/truncate", "index", "information/environment", "information/environment.result", "tutorials/installation/index", "tutorials/quick_start/index"], "filenames": ["api_doc/ascii/drawing.rst", "api_doc/ascii/index.rst", "api_doc/config/index.rst", "api_doc/config/meta.rst", "api_doc/data/background.rst", "api_doc/data/blob.rst", "api_doc/data/decode.rst", "api_doc/data/encode.rst", "api_doc/data/image.rst", "api_doc/data/index.rst", "api_doc/data/layer.rst", "api_doc/data/url.rst", "api_doc/detect/booru_yolo.rst", "api_doc/detect/censor.rst", "api_doc/detect/eye.rst", "api_doc/detect/face.rst", "api_doc/detect/halfbody.rst", "api_doc/detect/hand.rst", "api_doc/detect/head.rst", "api_doc/detect/index.rst", "api_doc/detect/nudenet.rst", "api_doc/detect/person.rst", "api_doc/detect/similarity.rst", "api_doc/detect/text.rst", "api_doc/detect/visual.rst", "api_doc/edge/canny.rst", "api_doc/edge/index.rst", "api_doc/edge/lineart.rst", "api_doc/edge/lineart_anime.rst", "api_doc/generic/classify.rst", "api_doc/generic/clip.rst", "api_doc/generic/enhance.rst", "api_doc/generic/index.rst", "api_doc/generic/siglip.rst", "api_doc/generic/yolo.rst", "api_doc/metadata/geninfo.rst", "api_doc/metadata/index.rst", "api_doc/metadata/lsb.rst", "api_doc/metrics/aesthetic.rst", "api_doc/metrics/ccip.rst", "api_doc/metrics/dbaesthetic.rst", "api_doc/metrics/index.rst", "api_doc/metrics/laplacian.rst", "api_doc/metrics/lpips.rst", "api_doc/metrics/psnr_.rst", "api_doc/ocr/index.rst", "api_doc/operate/align.rst", "api_doc/operate/censor.rst", "api_doc/operate/imgcensor.rst", "api_doc/operate/index.rst", "api_doc/operate/squeeze.rst", "api_doc/pose/dwpose.rst", "api_doc/pose/format.rst", "api_doc/pose/index.rst", "api_doc/pose/visual.rst", "api_doc/preprocess/base.rst", "api_doc/preprocess/index.rst", "api_doc/preprocess/pillow.rst", "api_doc/preprocess/torchvision.rst", "api_doc/preprocess/transformers.rst", "api_doc/resource/background.rst", "api_doc/resource/index.rst", "api_doc/restore/adversarial.rst", "api_doc/restore/index.rst", "api_doc/restore/nafnet.rst", "api_doc/restore/scunet.rst", "api_doc/sd/index.rst", "api_doc/sd/metadata.rst", "api_doc/sd/model.rst", "api_doc/sd/nai.rst", "api_doc/segment/index.rst", "api_doc/segment/isnetis.rst", "api_doc/tagging/blacklist.rst", "api_doc/tagging/character.rst", "api_doc/tagging/deepdanbooru.rst", "api_doc/tagging/deepgelbooru.rst", "api_doc/tagging/format.rst", "api_doc/tagging/index.rst", "api_doc/tagging/match.rst", "api_doc/tagging/mldanbooru.rst", "api_doc/tagging/order.rst", "api_doc/tagging/overlap.rst", "api_doc/tagging/wd14.rst", "api_doc/upscale/cdc.rst", "api_doc/upscale/index.rst", "api_doc/utils/cache.rst", "api_doc/utils/func.rst", "api_doc/utils/index.rst", "api_doc/utils/onnxruntime.rst", "api_doc/validate/aicheck.rst", "api_doc/validate/bangumi_char.rst", "api_doc/validate/classify.rst", "api_doc/validate/color.rst", "api_doc/validate/completeness.rst", "api_doc/validate/dbrating.rst", "api_doc/validate/furry.rst", "api_doc/validate/index.rst", "api_doc/validate/monochrome.rst", "api_doc/validate/nsfw.rst", "api_doc/validate/portrait.rst", "api_doc/validate/rating.rst", "api_doc/validate/real.rst", "api_doc/validate/safe.rst", "api_doc/validate/style_age.rst", "api_doc/validate/teen.rst", "api_doc/validate/truncate.rst", "index.rst", "information/environment.ipynb", "information/environment.result.ipynb", "tutorials/installation/index.rst", "tutorials/quick_start/index.rst"], "titles": ["imgutils.ascii.drawing", "imgutils.ascii", "imgutils.config", "imgutils.config.meta", "imgutils.data.background", "imgutils.data.blob", "imgutils.data.decode", "imgutils.data.encode", "imgutils.data.image", "imgutils.data", "imgutils.data.layer", "imgutils.data.url", "imgutils.detect.booru_yolo", "imgutils.detect.censor", "imgutils.detect.eye", "imgutils.detect.face", "imgutils.detect.halfbody", "imgutils.detect.hand", "imgutils.detect.head", "imgutils.detect", "imgutils.detect.nudenet", "imgutils.detect.person", "imgutils.detect.similarity", "imgutils.detect.text", "imgutils.detect.visual", "imgutils.edge.canny", "imgutils.edge", "imgutils.edge.lineart", "imgutils.edge.lineart_anime", "imgutils.generic.classify", "imgutils.generic.clip", "imgutils.generic.enhance", "imgutils.generic", "imgutils.generic.siglip", "imgutils.generic.yolo", "imgutils.metadata.geninfo", "imgutils.metadata", "imgutils.metadata.lsb", "imgutils.metrics.aesthetic", "imgutils.metrics.ccip", "imgutils.metrics.dbaesthetic", "imgutils.metrics", "imgutils.metrics.laplacian", "imgutils.metrics.lpips", "imgutils.metrics.psnr_", "imgutils.ocr", "imgutils.operate.align", "imgutils.operate.censor_", "imgutils.operate.imgcensor", "imgutils.operate", "imgutils.operate.squeeze", "imgutils.pose.dwpose", "imgutils.pose.format", "imgutils.pose", "imgutils.pose.visual", "imgutils.preprocess.base", "imgutils.preprocess", "imgutils.preprocess.pillow", "imgutils.preprocess.torchvision", "imgutils.preprocess.transformers", "imgutils.resource.background", "imgutils.resource", "imgutils.restore.adversarial", "imgutils.restore", "imgutils.restore.nafnet", "imgutils.restore.scunet", "imgutils.sd", "imgutils.sd.metadata", "imgutils.sd.model", "imgutils.sd.nai", "imgutils.segment", "imgutils.segment.isnetis", "imgutils.tagging.blacklist", "imgutils.tagging.character", "imgutils.tagging.deepdanbooru", "imgutils.tagging.deepgelbooru", "imgutils.tagging.format", "imgutils.tagging", "imgutils.tagging.match", "imgutils.tagging.mldanbooru", "imgutils.tagging.order", "imgutils.tagging.overlap", "imgutils.tagging.wd14", "imgutils.upscale.cdc", "imgutils.upscale", "imgutils.utils.cache", "imgutils.utils.func", "imgutils.utils", "imgutils.utils.onnxruntime", "imgutils.validate.aicheck", "imgutils.validate.bangumi_char", "imgutils.validate.classify", "imgutils.validate.color", "imgutils.validate.completeness", "imgutils.validate.dbrating", "imgutils.validate.furry", "imgutils.validate", "imgutils.validate.monochrome", "imgutils.validate.nsfw", "imgutils.validate.portrait", "imgutils.validate.rating", "imgutils.validate.real", "imgutils.validate.safe", "imgutils.validate.style_age", "imgutils.validate.teen", "imgutils.validate.truncate", "Welcome to imgutils\u2019s Documentation", "Run Environment Information", "Run Environment Information", "Installation", "Quick Start"], "terms": {"img": [0, 5, 8, 29, 62, 67], "str": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 54, 57, 58, 59, 60, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "pathlik": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "byte": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 52, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "bytearrai": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 52, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "binaryio": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "imag": [0, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 53, 54, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 69, 70, 71, 74, 75, 76, 77, 79, 82, 83, 84, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 109], "max_width": 0, "int": [0, 4, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 27, 28, 29, 30, 33, 34, 37, 39, 43, 45, 46, 47, 48, 50, 51, 52, 54, 59, 60, 62, 64, 65, 71, 79, 83, 102], "none": [0, 4, 8, 10, 11, 13, 14, 15, 16, 17, 18, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 39, 47, 50, 51, 54, 57, 58, 59, 60, 67, 69, 72, 73, 88], "ellipsi": 0, "max_height": 0, "resampl": [0, 59], "2": [0, 8, 12, 22, 23, 38, 39, 40, 43, 45, 52, 59, 62, 67, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "level": [0, 13, 14, 15, 16, 17, 18, 21, 33, 34, 38, 47, 60, 74, 94], "aspect": [0, 24, 34, 46], "float": [0, 7, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 34, 39, 40, 42, 43, 44, 45, 47, 48, 50, 52, 54, 59, 60, 62, 69, 72, 73, 74, 75, 76, 79, 80, 81, 82, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "1": [0, 10, 12, 20, 21, 22, 38, 39, 40, 43, 45, 52, 59, 60, 62, 67, 68, 72, 73, 74, 75, 80, 82, 83, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108, 109], "8": [0, 12, 22, 37, 39, 43, 47, 52, 59, 62, 67, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 107, 108, 109], "sourc": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 54, 55, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "gener": [0, 4, 12, 15, 21, 35, 36, 66, 67, 69, 75, 79, 82, 87, 94, 106], "art": [0, 67], "base": [0, 18, 21, 22, 29, 30, 33, 34, 39, 40, 42, 43, 46, 47, 48, 50, 52, 54, 56, 57, 59, 60, 69, 71, 74, 75, 79, 80, 81, 82, 90, 94, 98, 100, 106], "given": [0, 6, 7, 8, 10, 11, 14, 15, 17, 18, 19, 20, 23, 25, 27, 28, 29, 30, 33, 37, 39, 42, 46, 48, 52, 55, 59, 67, 69, 72, 73, 78, 81, 82, 89, 91, 94, 97, 98, 100, 104], "paramet": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "imagetyp": [0, 5, 12, 13, 14, 15, 16, 17, 18, 21, 23, 24, 29, 31, 34, 35, 37, 39, 40, 42, 45, 47, 50, 51, 54, 64, 65, 67, 69, 75, 82, 83, 90, 93, 95, 98, 99, 101, 102, 103], "The": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 29, 30, 31, 33, 34, 35, 36, 37, 39, 40, 42, 45, 46, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 63, 64, 65, 67, 68, 69, 71, 73, 74, 75, 76, 78, 79, 80, 82, 83, 85, 86, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 109], "input": [0, 5, 12, 13, 14, 15, 16, 18, 20, 21, 23, 24, 29, 30, 31, 33, 34, 35, 37, 39, 40, 42, 45, 46, 47, 48, 50, 51, 54, 57, 59, 62, 64, 65, 67, 69, 72, 73, 75, 76, 78, 80, 82, 83, 86, 90, 93, 95, 98, 99, 101, 103], "option": [0, 4, 11, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 24, 29, 30, 33, 34, 35, 39, 45, 47, 50, 51, 54, 59, 60, 62, 67, 68, 69, 72, 73, 80, 85], "maximum": [0, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 34, 39, 45, 46, 47, 59, 62, 85, 102], "width": [0, 4, 10, 48, 59, 60, 79], "If": [0, 5, 8, 10, 11, 13, 14, 15, 16, 17, 18, 21, 22, 24, 29, 30, 33, 34, 35, 37, 39, 45, 47, 50, 52, 54, 57, 58, 59, 62, 64, 65, 67, 68, 69, 72, 73, 80, 82, 88, 89, 90, 91, 94, 97, 100, 104], "set": [0, 12, 24, 29, 30, 34, 39, 50, 52, 54, 59, 82, 88, 91, 94, 100, 104, 105], "automat": [0, 4, 30, 33, 39, 50, 88, 107, 108], "determin": [0, 8, 39, 98], "termin": 0, "size": [0, 4, 6, 7, 10, 11, 23, 24, 25, 27, 28, 39, 46, 48, 50, 54, 57, 58, 59, 60, 62, 64, 65, 67, 71, 79, 83, 84, 102, 107, 108], "height": [0, 4, 10, 48, 59, 60, 79], "filter": [0, 34, 50, 59, 62, 72, 73, 94, 96, 100], "us": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 43, 45, 47, 48, 50, 51, 54, 55, 57, 59, 62, 63, 64, 65, 67, 68, 69, 72, 74, 75, 76, 79, 82, 83, 85, 86, 88, 89, 90, 91, 94, 96, 97, 98, 100, 104], "when": [0, 7, 10, 12, 23, 25, 27, 28, 29, 30, 37, 39, 43, 47, 48, 52, 55, 59, 64, 67, 69, 71, 79, 83, 85, 88, 89, 105], "resiz": [0, 23, 24, 34, 46, 54, 57, 58, 59, 67, 79], "charact": [0, 39, 45, 54, 70, 71, 74, 75, 76, 77, 82, 90, 106], "repres": [0, 7, 10, 12, 13, 14, 15, 22, 39, 43, 47, 50, 52, 69, 71, 80, 89, 98, 105], "differ": [0, 8, 14, 15, 16, 17, 18, 21, 22, 30, 35, 36, 37, 39, 43, 44, 51, 52, 58, 59, 90, 95, 99, 101, 103, 107, 108], "intens": 0, "proport": [0, 90], "correct": [0, 37], "output": [0, 24, 29, 30, 33, 40, 54, 67, 68, 75, 80, 82, 109], "which": [0, 4, 10, 22, 23, 25, 27, 28, 33, 35, 39, 43, 48, 57, 59, 60, 63, 67, 68, 69, 71, 72, 75, 79, 85, 86, 88, 89, 91, 96, 97, 98, 105, 106, 107, 108, 109], "should": [0, 3, 10, 24, 39, 43, 47, 48, 50, 59, 71, 82, 109], "approxim": 0, "ratio": [0, 24, 34, 45, 46, 48, 79], "your": [0, 50, 64, 105, 107, 108, 109], "thi": [0, 3, 4, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 45, 47, 48, 50, 51, 52, 54, 55, 57, 58, 59, 62, 64, 65, 66, 67, 68, 69, 70, 74, 77, 81, 82, 83, 85, 86, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 107, 108], "valu": [0, 4, 8, 10, 13, 17, 18, 21, 22, 37, 39, 43, 47, 50, 52, 57, 58, 59, 68, 74, 79, 86, 89, 97, 105], "ensur": [0, 30, 34, 39, 46, 59, 64, 67, 85], "i": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 45, 47, 48, 50, 51, 52, 54, 55, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 79, 80, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109], "close": [0, 48, 67], "possibl": [0, 23, 30, 39, 48], "origin": [0, 4, 6, 8, 20, 25, 27, 28, 37, 38, 44, 47, 48, 50, 54, 71, 74, 76, 79, 80, 98], "default": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 25, 27, 28, 29, 30, 33, 34, 39, 40, 42, 43, 45, 47, 48, 50, 52, 54, 59, 60, 64, 65, 68, 71, 72, 73, 74, 76, 79, 82, 83, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "return": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 98, 99, 100, 101, 102, 103, 104, 105], "represent": [0, 22, 39, 57, 58, 67], "type": [0, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 24, 29, 30, 31, 33, 34, 35, 37, 39, 40, 42, 45, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 72, 73, 76, 78, 80, 81, 82, 83, 85, 86, 90, 93, 94, 95, 98, 99, 100, 101, 102, 103], "exampl": [0, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 34, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 57, 58, 59, 60, 62, 67, 71, 72, 73, 74, 75, 76, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 105], "here": [0, 12, 20, 26, 39, 43, 44, 67, 72, 74, 75, 79, 82, 83, 90, 92, 105, 107, 108], "an": [0, 4, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 52, 54, 57, 59, 62, 64, 65, 67, 69, 70, 71, 73, 74, 75, 77, 80, 82, 83, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "jerri": 0, "from": [0, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 27, 28, 29, 33, 34, 35, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 57, 58, 59, 60, 62, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 79, 80, 81, 82, 83, 85, 86, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 107, 108, 109], "import": [0, 6, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 21, 24, 34, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 57, 58, 59, 60, 62, 67, 71, 72, 73, 74, 75, 76, 79, 80, 81, 82, 83, 85, 86, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 105, 107, 108, 109], "print": [0, 5, 12, 17, 18, 21, 22, 34, 67, 68, 107, 108, 109], "png": [0, 5, 8, 10, 13, 24, 35, 37, 42, 47, 48, 50, 62, 67, 69, 71, 82, 83, 92, 105], "draw": [1, 24, 26, 27, 54, 98, 106], "ascii_draw": 1, "meta": [2, 106, 109], "__title__": [2, 109], "__version__": [2, 109], "__description__": [2, 109], "__author__": [2, 109], "__author_email__": 2, "overview": [3, 4, 6, 7, 9, 10, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 26, 27, 28, 31, 32, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 50, 51, 53, 59, 60, 61, 62, 63, 64, 65, 66, 67, 70, 71, 72, 73, 74, 75, 76, 77, 79, 82, 83, 84, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105], "inform": [3, 30, 33, 34, 35, 36, 37, 54, 67, 69, 81], "packag": 3, "titl": [3, 69], "project": [3, 20, 74, 82, 105], "version": [3, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 34, 38, 47, 64, 65, 67, 68, 85, 91, 106, 109], "short": [3, 75, 79, 82], "descript": [3, 20, 29, 33, 69], "includ": [3, 5, 8, 11, 12, 13, 20, 21, 22, 24, 29, 30, 31, 33, 34, 35, 36, 51, 52, 58, 59, 66, 67, 68, 69, 75, 82, 86, 90, 98], "setup": 3, "py": [3, 71], "author": [3, 68], "email": 3, "step": [4, 48, 59, 67], "forecolor": [4, 25, 27, 28], "lightgrei": 4, "backcolor": [4, 25, 27, 28], "white": [4, 8, 25, 27, 28, 30, 59, 67, 71], "creat": [4, 29, 30, 33, 34, 35, 47, 57, 58, 59, 67, 69, 73, 89], "black": [4, 47, 67], "squar": [4, 59], "can": [4, 5, 8, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 24, 26, 30, 33, 35, 37, 39, 43, 47, 51, 52, 57, 59, 67, 68, 69, 75, 80, 82, 88, 90, 96, 97, 106, 109], "complement": 4, "transpar": [4, 8, 10, 25, 27, 28, 48, 50, 71, 83], "area": [4, 10, 12, 22, 23, 47, 48], "grid": 4, "pixel": [4, 24, 37, 47, 48, 50, 59, 62, 67, 71, 97], "mean": [4, 20, 22, 23, 25, 27, 28, 29, 39, 42, 43, 48, 52, 57, 58, 59, 88, 91, 109], "function": [4, 7, 8, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 35, 36, 37, 39, 42, 45, 47, 48, 50, 51, 54, 57, 58, 59, 62, 64, 66, 67, 68, 69, 81, 82, 83, 85, 86, 90, 94, 98, 100, 105], "suitabl": [4, 57, 59, 74, 98], "color": [4, 8, 10, 25, 27, 28, 47, 62, 67, 71, 96, 97, 106], "fore": [4, 25, 27, 28], "back": [4, 82], "A": [4, 5, 8, 13, 14, 15, 16, 17, 18, 20, 21, 25, 27, 28, 29, 34, 37, 38, 39, 40, 45, 46, 47, 48, 50, 57, 59, 60, 67, 68, 69, 73, 76, 81, 85, 88, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 102, 103, 104, 109], "rgba": [4, 8, 31, 37, 64, 65, 71, 83], "contain": [4, 5, 10, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 29, 30, 33, 34, 39, 40, 52, 54, 59, 64, 67, 68, 69, 75, 79, 82, 91, 94, 100, 102, 104], "add": [4, 35, 68, 69, 76], "rgb": [4, 6, 7, 8, 30, 31, 47, 59, 60, 67, 71, 83], "In": [4, 27, 39, 90, 91], "document": [4, 107, 108, 109], "accur": [4, 13, 21, 94, 100], "present": [4, 35, 69, 74], "state": [4, 33], "shown": [4, 70], "follow": [4, 29, 39, 52, 58, 59, 63, 68, 69, 75, 82, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104, 109], "figur": 4, "modul": [5, 8, 11, 12, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 35, 36, 37, 57, 58, 66, 68, 69, 70, 82, 85, 86, 94, 100, 106], "provid": [5, 8, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 31, 33, 34, 35, 36, 37, 39, 47, 50, 52, 54, 57, 58, 59, 66, 67, 68, 69, 79, 80, 82, 85, 86, 88, 94, 100], "util": [5, 8, 11, 20, 21, 29, 32, 34, 43, 46, 50, 53, 57, 58, 63, 66, 68, 74, 75, 79, 82, 106], "handl": [5, 8, 11, 29, 30, 33, 34, 36, 37, 55, 58, 59, 66, 69], "url": [5, 9, 13, 16, 18, 30, 37, 67, 106], "convers": [5, 8, 34, 58, 59], "between": [5, 14, 15, 21, 22, 29, 30, 33, 39, 43, 44, 48, 58, 64, 65, 73, 79, 83, 86], "valid": [5, 11, 47, 48, 52, 59, 106], "format": [5, 8, 10, 25, 27, 28, 29, 30, 33, 34, 35, 36, 37, 40, 47, 50, 51, 53, 57, 59, 67, 68, 69, 75, 77, 82, 98, 106], "support": [5, 6, 8, 11, 14, 15, 16, 18, 21, 29, 33, 34, 35, 48, 54, 57, 58, 59, 64, 65, 67, 68, 69, 82, 83], "convert": [5, 8, 30, 35, 37, 39, 52, 57, 58, 59, 69, 82, 98], "specifi": [5, 8, 22, 23, 24, 29, 30, 33, 34, 39, 47, 48, 50, 59, 67, 68, 69, 73, 75, 80, 82, 85], "load": [5, 8, 13, 14, 17, 18, 29, 30, 33, 34, 35, 37, 67, 82, 88], "variou": [5, 8, 14, 15, 17, 21, 22, 24, 29, 31, 33, 34, 36, 59, 67, 69, 86, 109], "mime": 5, "jpg": [5, 6, 7, 8, 11, 12, 14, 15, 16, 17, 18, 21, 24, 29, 34, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 51, 60, 71, 74, 75, 79, 82, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 105], "save_kwarg": 5, "string": [5, 13, 15, 16, 20, 37, 52, 67, 68, 76, 88, 105], "pil": [5, 6, 7, 8, 10, 11, 17, 24, 30, 34, 43, 46, 47, 48, 50, 57, 59, 60, 62, 67, 75, 83, 92, 97], "numpi": [5, 6, 10, 24, 30, 33, 37, 39, 50, 52, 82, 86], "arrai": [5, 10, 24, 30, 37, 39, 43, 50, 52, 82, 86], "file": [5, 8, 10, 11, 12, 13, 16, 18, 24, 35, 37, 43, 60, 66, 67, 68, 69, 88, 97, 105, 106], "path": [5, 8, 10, 12, 13, 16, 18, 24, 30, 34, 37, 60, 67, 68, 69, 75, 92, 97, 105], "desir": [5, 60], "addit": [5, 11, 29, 30, 33, 34, 35, 47, 48, 58, 67, 69], "keyword": [5, 11, 29, 30, 33, 34, 35, 47, 48, 67, 69, 85], "argument": [5, 11, 29, 30, 33, 34, 35, 47, 48, 51, 52, 67, 69, 73, 75, 82, 85], "pass": [5, 11, 27, 28, 29, 30, 33, 34, 35, 47, 48, 67, 71, 79, 83, 85], "save": [5, 10, 24, 35, 62, 67, 68, 69, 71], "encod": [5, 6, 9, 29, 30, 33, 37, 69, 106], "open": [5, 6, 7, 8, 10, 12, 17, 29, 34, 46, 47, 48, 50, 62, 67, 68, 83, 88], "test": [5, 43, 83, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104], "blob_url": 5, "qualiti": [5, 23, 40, 61, 67, 82, 83], "95": [5, 34, 59, 72, 73, 80], "base64": 5, "pre": [5, 13, 15, 18, 30, 33, 40], "object": [5, 6, 8, 10, 11, 12, 18, 22, 24, 34, 35, 37, 43, 47, 51, 54, 55, 58, 59, 60, 67, 69, 74, 75, 88, 91, 92, 94, 97, 100, 104], "rais": [5, 8, 11, 13, 14, 16, 17, 18, 21, 22, 29, 33, 34, 37, 47, 50, 52, 55, 57, 58, 59, 62, 67, 68, 69, 72, 73, 80], "valueerror": [5, 11, 13, 16, 18, 21, 22, 29, 33, 37, 50, 59, 69, 80], "unsupport": [5, 45, 58, 59, 80], "method": [5, 11, 29, 30, 31, 33, 34, 36, 37, 39, 47, 59, 94, 100], "warn": 5, "userwarn": 5, "doesn": [5, 37, 73], "t": [5, 37, 73], "match": [5, 22, 33, 37, 50, 59, 73, 77, 106], "actual": [5, 18, 21, 45], "invalid": [5, 13, 16, 18, 21, 29, 33, 35, 59], "show": [5, 11, 13, 14, 15, 16, 51], "bool": [5, 7, 8, 11, 24, 27, 34, 39, 45, 47, 50, 51, 54, 59, 64, 65, 68, 69, 72, 73, 74, 75, 76, 78, 79, 82, 83, 89, 97, 105], "effici": [5, 20, 23, 30, 68, 86], "without": [5, 34, 62, 67, 72, 73, 81], "content": [5, 11, 12, 27, 45, 70], "true": [5, 7, 8, 11, 24, 34, 39, 47, 48, 51, 54, 57, 58, 59, 64, 65, 68, 69, 72, 73, 76, 78, 82, 89, 92, 97, 105], "fals": [5, 6, 7, 8, 11, 24, 27, 34, 39, 45, 47, 59, 64, 65, 67, 68, 69, 72, 73, 74, 75, 76, 78, 79, 82, 83, 89, 92, 97, 105], "otherwis": [5, 8, 11, 35, 39, 59, 64, 65, 69, 72, 73, 78, 83, 88], "abc": 5, "svg": 5, "xml": 5, "jpeg": [5, 63, 67, 92, 105], "text": [5, 19, 24, 30, 33, 45, 67, 76, 78, 106], "plain": 5, "hello": 5, "order_": [6, 7], "chw": [6, 7], "both": [6, 13, 22, 30, 33, 45, 57, 68, 82], "np": [6, 7, 10, 29, 30, 33, 37, 39, 48, 50, 52, 82, 86], "uint8": [6, 7], "float32": [6, 7, 10, 25, 27, 28, 39], "ar": [6, 10, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 29, 30, 33, 34, 35, 39, 42, 43, 44, 45, 47, 52, 55, 58, 59, 60, 63, 67, 68, 69, 72, 73, 74, 75, 79, 80, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 99, 100, 101, 102, 103, 104, 105], "order": [6, 7, 59, 76, 77, 106], "rgb_encod": [6, 9], "custom_imag": [6, 7], "data_cwh": 6, "cwh": 6, "data_int": 6, "use_float": [6, 7], "mode": [6, 7, 8, 22, 34, 37, 58, 60, 67, 80, 83, 88], "1606x1870": [6, 7], "0x7fb9b89bbdc0": 6, "0x7fb9b89bbe50": 6, "0x7fb9b89bbdf0": 6, "invers": 6, "oper": [6, 30, 33, 38, 39, 40, 42, 43, 59, 68, 106], "ndarrai": [7, 10, 29, 30, 33, 37, 39, 43, 48, 50, 52, 82, 86], "channel": [7, 8, 31, 59, 64, 65, 83], "jpegimageplugin": [7, 60], "jpegimagefil": [7, 60], "0x7f9ec37389d0": 7, "shape": [7, 39, 43, 50, 71, 82], "dtype": [7, 39], "3": [7, 10, 12, 13, 14, 15, 21, 22, 39, 40, 43, 45, 47, 52, 54, 59, 62, 67, 75, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108, 109], "1870": 7, "1606": 7, "whc": 7, "": [7, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 29, 34, 35, 37, 45, 47, 57, 59, 67, 82, 85, 93], "result": [7, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 37, 40, 43, 45, 47, 48, 50, 51, 71, 74, 75, 82, 86, 93, 94, 100], "same": [7, 8, 39, 44, 82, 85], "torchvis": [7, 56, 106], "transform": [7, 8, 55, 56, 57, 58, 76, 106], "to_tensor": [7, 57, 58], "process": [8, 9, 11, 13, 14, 16, 17, 22, 31, 34, 36, 37, 39, 57, 59, 62, 64, 65, 66, 73, 82, 109], "manipul": [8, 66], "python": [8, 37, 62, 85, 107, 108, 109], "librari": [8, 34, 57, 59, 62, 109], "It": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 35, 36, 47, 48, 50, 54, 57, 58, 66, 68, 69, 82, 85, 86, 98, 109], "multipl": [8, 10, 16, 30, 33, 37, 39, 43, 67], "ad": [8, 12, 59, 68, 69, 76], "background": [8, 9, 25, 27, 28, 30, 61, 67, 71, 106], "check": [8, 11, 37, 42, 68, 72, 73, 78, 89, 92, 102, 105, 109], "alpha": [8, 31, 64, 65], "design": [8, 22, 29, 33, 35, 36], "simplifi": [8, 90], "common": [8, 58], "relat": [8, 12, 14, 17, 66, 73, 86], "task": [8, 21, 22, 33, 36, 47, 57], "applic": [8, 57, 74, 79, 98], "kei": [8, 18, 22, 30, 59, 68, 75, 82], "featur": [8, 13, 18, 30, 32, 33, 39, 43, 69, 71, 74, 75, 76, 82, 90], "binari": [8, 86], "like": [8, 12, 19, 24, 58, 59, 79, 85, 109], "onc": 8, "particularli": [8, 22, 29, 35, 36, 69, 85], "requir": [8, 10, 20, 21, 39, 48, 68, 69, 94, 100, 109], "preprocess": [8, 20, 29, 30, 34, 39, 64, 106], "befor": [8, 37, 39, 68, 82], "further": 8, "analysi": [8, 40], "force_background": [8, 59], "appli": [8, 15, 18, 20, 31, 39, 47, 48, 50, 57, 59, 62, 82, 86], "necessari": [8, 39, 74, 79], "ha": [8, 23, 45, 58, 83, 98, 107, 108], "4": [8, 12, 15, 17, 18, 22, 37, 38, 39, 40, 43, 47, 52, 62, 64, 65, 67, 75, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108], "avoid": [8, 74], "anomali": 8, "dure": [8, 29, 37, 76, 97, 105], "subsequ": [8, 30, 47], "union": [8, 13, 14, 15, 16, 17, 18, 21, 22, 30, 33, 37, 39, 47, 52, 57, 59, 67, 69, 72, 73, 80], "retain": 8, "typeerror": [8, 52, 57, 58, 59, 72, 73, 80], "isinst": 8, "list": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 39, 43, 45, 47, 48, 51, 54, 57, 58, 59, 60, 72, 73, 80, 81, 82, 89, 91, 94, 100, 104], "tupl": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 39, 40, 43, 45, 47, 48, 51, 59, 82, 90, 91, 93, 94, 95, 98, 99, 100, 101, 102, 103, 104], "take": [8, 54, 59], "singl": [8, 16, 33, 37, 39, 58, 59, 76, 82, 86], "call": [8, 26, 67], "each": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 29, 34, 39, 43, 50, 57, 66, 76, 78, 82, 83, 98], "item": [8, 10, 18], "batch": [8, 64, 65, 82, 83, 102], "multiimagestyp": [8, 30, 33, 39, 48], "iter": [8, 59, 62, 73], "img_path": 8, "image1": 8, "image2": 8, "loaded_imag": 8, "len": [8, 60], "all": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 26, 29, 30, 33, 34, 38, 39, 40, 42, 43, 45, 51, 52, 62, 64, 65, 68, 70, 71, 75, 77, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "pillow": [8, 56, 106], "boolean": [8, 39], "tool": [9, 16, 24, 29, 31, 38, 39, 40, 41, 47, 62, 70, 76, 96, 98], "basic": [9, 57, 61, 73], "grid_background": 9, "grid_transpar": 9, "blob": [9, 71, 106], "to_blob_url": 9, "load_image_from_blob_url": 9, "is_valid_image_blob_url": 9, "decod": [9, 37, 106], "rgb_decod": 9, "load_imag": [9, 24, 51, 67], "has_alpha_channel": 9, "layer": [9, 86, 106], "istack": 9, "download_image_from_url": 9, "is_http_url": 9, "mai": [10, 14, 17, 39, 63, 67, 74, 79, 85, 105, 107, 108], "block": [10, 29, 33, 34], "togeth": 10, "new": [10, 23, 29, 52, 64, 65, 67, 68, 73], "similar": [10, 12, 19, 30, 33, 39, 43, 59, 79, 82, 106], "techniqu": [10, 31, 37], "p": [10, 74, 75, 79, 82], "need": [10, 16, 34, 45, 48, 85, 89, 91, 94, 97, 100, 104], "stack": [10, 82], "addition": 10, "second": [10, 22, 39, 44, 78], "element": [10, 82], "rang": [10, 39, 43, 48], "left": [10, 47, 48, 52, 86], "0": [10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 29, 30, 34, 38, 39, 40, 43, 45, 47, 48, 50, 52, 54, 57, 58, 59, 62, 67, 68, 72, 73, 74, 75, 76, 79, 80, 81, 82, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108, 109], "right": [10, 47, 52, 86], "two": [10, 22, 39, 44, 62, 78, 97], "dimension": [10, 82], "h": [10, 25, 27, 28, 50, 71], "w": [10, 25, 27, 28, 50, 71, 82], "posit": [10, 39, 47, 48, 90], "target": [10, 19, 25, 27, 28, 30, 48, 59], "By": [10, 45], "first": [10, 12, 16, 22, 34, 39, 44, 78], "howev": [10, 39], "solid": [10, 47], "pure": [10, 71], "lime": [10, 71], "nian": 10, "nian_lim": 10, "yellow": [10, 67], "5": [10, 12, 16, 21, 22, 39, 40, 43, 45, 48, 50, 52, 57, 58, 59, 60, 67, 74, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "9": [10, 12, 22, 39, 43, 52, 59, 67, 80, 89, 90, 91, 93, 94, 97, 98, 99, 100, 101, 103, 104], "nian_tran": 10, "custom": [10, 13, 14, 15, 16, 17, 18, 21, 29, 33, 34, 37, 40, 47, 48, 50, 58, 59, 67, 68, 72], "mask": [10, 25, 27, 28, 48, 50, 71], "hs1": 10, "ab": 10, "linspac": 10, "ws1": 10, "nian_mask": 10, "hxw": [10, 25, 27, 28, 50], "download": 11, "special": [11, 12], "github": [11, 51, 107, 108, 109], "hug": [11, 18, 29, 30, 33, 34, 39, 59, 82], "face": [11, 18, 19, 20, 29, 30, 33, 34, 39, 52, 54, 59, 67, 73, 82, 90, 106], "progress": [11, 64, 65, 83], "track": 11, "host": [11, 12, 15, 20, 23, 30, 39, 45, 60, 75, 83, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104, 109], "main": [11, 17, 20, 21, 24, 29, 30, 33, 34, 39, 59, 67, 69, 71, 74, 85, 109], "compon": [11, 12, 22, 29, 30, 33, 34, 85], "http": [11, 51, 71, 109], "intern": [11, 33, 55, 68], "silent": [11, 64, 65, 83], "expected_s": 11, "kwarg": [11, 12, 13, 14, 15, 16, 17, 18, 21, 29, 30, 33, 34, 35, 47, 48, 67, 69], "suppress": [11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 24, 34, 47, 83], "bar": 11, "displai": [11, 30, 33, 64, 65], "expect": [11, 37, 59], "session": 11, "get": [11, 25, 27, 28, 30, 38, 40, 60, 61, 67, 71, 74, 77, 82, 88, 90, 95, 97, 99, 101, 103], "especi": 11, "hf": 11, "request": 11, "requestexcept": 11, "fail": [11, 13], "unidentifiedimageerror": 11, "com": [11, 51, 109], "ftp": 11, "booru": 12, "yolo": [12, 18, 20, 32, 106], "aperveyev": 12, "deepgh": [12, 13, 14, 15, 16, 17, 18, 20, 23, 39, 43, 45, 60, 75, 79, 83, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104, 109], "overal": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 26, 38, 39, 40, 42, 43, 45, 51, 62, 64, 65, 70, 77, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "benchmark": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 26, 38, 39, 40, 42, 43, 45, 51, 62, 64, 65, 70, 77, 83, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "explan": 12, "No": [12, 67, 107, 108], "head": [12, 19, 24, 51, 73, 90, 99, 106], "anim": [12, 13, 14, 15, 16, 17, 18, 19, 21, 26, 28, 38, 39, 40, 42, 51, 53, 54, 60, 67, 70, 71, 73, 74, 77, 83, 90, 91, 94, 95, 99, 100, 101, 103, 104, 109], "pretti": 12, "girl": [12, 45, 73], "onli": [12, 13, 14, 15, 16, 17, 18, 21, 24, 39, 68, 73, 74, 79, 82, 97], "bust": 12, "torso": 12, "part": [12, 50, 51, 52], "collarbon": 12, "center": [12, 48, 58, 59], "pair": [12, 22, 33], "cover": [12, 20, 48, 67, 73], "breast": [12, 20, 73, 74, 75, 79, 81, 82], "boob": 12, "bra": 12, "nippl": [12, 13, 47, 67], "mostli": [12, 16], "visibl": [12, 24], "nsfw": [12, 47, 96, 106], "shld": 12, "shoulder": [12, 52], "mayb": 12, "one": [12, 33, 37, 43, 45, 59, 73, 82], "view": [12, 45], "profil": 12, "exactli": 12, "rear": 12, "exclud": 12, "sideb": 12, "uncov": 12, "other": [12, 39, 45, 59, 78, 81, 90], "visual": [12, 13, 14, 15, 16, 18, 19, 21, 39, 41, 51, 53, 82, 106], "mark": 12, "belli": [12, 20], "button": [12, 29, 75], "hip": [12, 52], "half": [12, 16, 73], "stock": 12, "line": [12, 26, 27, 54], "knee": [12, 52], "below": [12, 54, 70, 109], "6": [12, 22, 24, 39, 43, 52, 59, 62, 72, 73, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108], "nopan": 12, "panti": [12, 76], "cloth": 12, "bikini": 12, "regardless": 12, "censor": [12, 19, 47, 48, 94, 100, 106], "evid": 12, "7": [12, 13, 15, 16, 17, 18, 34, 39, 43, 45, 47, 50, 52, 59, 67, 72, 73, 79, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "butt": 12, "buttock": [12, 20], "least": [12, 36, 37, 69], "partial": 12, "behind": 12, "more": [12, 13, 32, 33, 45, 52, 57, 67, 85, 88], "less": [12, 13, 15, 21, 89], "stand": [12, 67, 74, 75, 79, 82], "sit": [12, 73], "ass": 12, "split": [12, 79], "leg": [12, 67], "wide": [12, 67], "90": 12, "degre": [12, 48], "typic": [12, 13, 30, 59], "abov": [12, 13, 14, 15, 16, 17, 18, 21, 50, 91, 94, 100, 104], "10": [12, 23, 29, 39, 43, 48, 52, 59, 62, 89, 90, 91, 94, 97, 98, 100, 101], "sprd": 12, "strongli": [12, 83], "11": [12, 39, 52, 89, 90, 91, 94, 97, 98, 100, 101], "vsplt": 12, "pose": [12, 39, 106], "12": [12, 24, 39, 47, 52, 59, 89, 90, 91, 94, 97, 98, 100, 101], "vsprd": 12, "vsplit": 12, "13": [12, 39, 52, 90, 91, 94, 98, 101, 103], "full": [12, 67], "almost": 12, "side": [12, 46, 73, 105], "usual": [12, 43], "ly": 12, "14": [12, 52, 59, 90, 91, 94, 98, 101, 109], "wing": [12, 73], "dragon": 12, "poni": 12, "15": [12, 42, 44, 52, 59, 90, 91, 94, 98, 101, 107, 108], "feral": 12, "four": [12, 13, 90], "non": [12, 13, 14, 15, 16, 17, 18, 20, 21, 34, 47, 95], "human": [12, 13, 14, 15, 16, 17, 18, 21, 51, 53, 89], "16": [12, 52, 59, 62, 64, 65, 90, 94, 98, 101], "hdrago": 12, "style": [12, 16, 21, 48, 103, 109], "17": [12, 52, 59, 98, 103], "hponi": 12, "18": [12, 20, 52, 59, 94, 98, 100, 107, 108], "hfox": 12, "cartoon": 12, "fox": 12, "dog": 12, "zootopia": 12, "nick": 12, "wild": 12, "19": [12, 52, 98], "hrabb": 12, "rabbit": 12, "judi": 12, "hopp": 12, "bunnygirl": 12, "20": [12, 29, 52, 59, 67, 98], "hcat": 12, "cat": [12, 73, 80], "catgirl": 12, "sharp": 12, "muzzl": 12, "compar": [12, 22, 33], "21": [12, 16, 52, 59, 103], "hbear": 12, "bear": 12, "22": [12, 52, 59], "jacko": 12, "memet": 12, "jack": 12, "o": [12, 67, 69, 79, 82, 94, 97, 107, 108], "contest": 12, "toward": [12, 52], "viewer": [12, 67], "23": [12, 52, 59], "jackx": 12, "sometim": 12, "24": [12, 39, 43, 52, 59, 62], "hhors": 12, "hors": 12, "implement": [12, 30, 33, 44, 85], "aa09": 12, "25": [12, 15, 20, 34, 44, 59, 103], "hbird": 12, "bird": 12, "name": [12, 13, 14, 15, 16, 17, 18, 21, 23, 29, 30, 33, 34, 39, 40, 45, 47, 52, 57, 58, 59, 74, 79, 82, 83, 89, 90, 93, 95, 98, 99, 101, 102, 103], "releas": 12, "time": [12, 69, 83], "yolov8s_pp09": 12, "2023": 12, "focus": 12, "class": [12, 14, 17, 18, 29, 30, 31, 33, 34, 37, 47, 48, 52, 55, 57, 59, 60, 66, 67, 69, 73, 90, 91, 94, 95, 99, 100, 101, 103, 104], "advanc": [12, 109], "capabl": [12, 30, 37, 45], "specif": [12, 13, 18, 29, 30, 33, 35, 37, 47, 52, 55, 57, 59, 69, 70, 90, 94, 100], "scenario": [12, 74, 79, 85], "yolov8s_pp12": 12, "2024": 12, "final": 12, "patch": 12, "continu": 12, "focu": [12, 67], "enhanc": [12, 32, 106], "improv": [12, 23, 82], "previou": 12, "yolov8m_pp13": 12, "offer": [12, 15, 16, 17, 22, 57, 69, 97], "yolov8n_as01": 12, "spinoff": 12, "26": [12, 59], "train": [12, 13, 14, 15, 16, 17, 18, 21, 39, 40, 74, 75, 76, 79, 83, 94, 100], "80": 12, "epoch": 12, "sfw": 12, "subset": 12, "wa": 12, "eventu": 12, "abandon": 12, "due": [12, 38, 39, 74, 79, 85, 90, 105], "ineffect": 12, "yolov8m_as02": 12, "start": [12, 37, 48, 67, 106], "30": [12, 21, 48], "public": [12, 30], "friendli": [12, 109], "reduc": [12, 39, 50, 82], "yolov8m_as03": 12, "as02": 12, "60": 12, "aim": 12, "bottleneck": 12, "reproduc": 12, "yolov8s_aa06": 12, "initi": [12, 29, 30, 34, 37, 47, 60, 73], "current": [12, 58, 64, 67, 94, 100, 107, 108, 109], "reincarn": 12, "some": [12, 29, 32, 39, 43, 44, 48, 61, 72, 74, 75, 79, 82, 83, 85, 92, 105, 107, 108], "yolov8s_aa09": 12, "updat": [12, 29, 30, 33, 34, 68], "dataset": [12, 13, 14, 15, 16, 17, 18, 21, 40, 43, 82, 96], "closeup": 12, "adjust": [12, 34, 43, 73], "larg": [12, 27, 30, 39, 82], "hat": [12, 73], "aa06": 12, "yolov8s_aa10": 12, "major": 12, "fix": 12, "issu": [12, 18, 64], "wear": 12, "yolov8s_aa11": 12, "latest": [12, 34, 74, 79], "mainstream": 12, "aa10": 12, "outstand": 12, "map": [12, 29, 45, 51, 72, 73, 76, 80, 81, 86, 98, 102], "score": [12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 29, 30, 33, 38, 40, 42, 43, 45, 51, 52, 54, 76, 80, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "though": 12, "note": [12, 16, 39, 48, 67, 90, 94, 97, 100, 107, 108], "complet": [12, 34, 48, 90, 96, 106], "fair": 12, "bias": 12, "model_nam": [12, 13, 14, 15, 16, 17, 18, 21, 29, 30, 33, 34, 40, 47, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "conf_threshold": [12, 13, 14, 15, 16, 17, 18, 21, 34, 47], "iou_threshold": [12, 13, 14, 15, 16, 17, 18, 20, 21, 34, 47], "perform": [12, 16, 20, 21, 23, 30, 33, 34, 39, 45, 47, 48, 51, 59, 74, 85, 97, 98, 107, 108], "confid": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 34, 40, 45, 47, 52, 54, 75, 82], "threshold": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 25, 34, 39, 42, 43, 45, 47, 50, 54, 74, 75, 79, 82, 89, 97], "iou": [12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 34, 47], "bounding_box": 12, "x1": [12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 34, 47, 48], "y1": [12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 34, 47, 48], "x2": [12, 20, 22], "y2": [12, 20, 22], "box": [12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 45, 51], "f": [12, 17, 22, 39, 43, 67, 86], "2f": 12, "point": [13, 17, 39, 52, 59], "femal": [13, 20, 47, 73], "genit": 13, "male": [13, 20, 73], "anime_censor_detect": 13, "yolov8": [13, 14, 15, 16, 17, 18, 21], "model": [13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 26, 27, 28, 29, 30, 31, 33, 34, 38, 39, 40, 43, 45, 47, 51, 52, 54, 59, 62, 63, 64, 65, 66, 67, 70, 74, 75, 76, 77, 79, 82, 83, 86, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 106, 109], "v1": [13, 14, 15, 16, 17, 21, 47, 67, 82], "identifi": [13, 29, 37, 64], "locat": 13, "anatom": 13, "analyz": [13, 20, 40], "data": [13, 16, 18, 35, 37, 39, 51, 58, 66, 67, 74, 76, 94, 100, 106, 107, 108, 109], "either": [13, 14, 15, 16, 17, 33, 39, 59, 82, 86], "standard": [13, 15, 16, 17, 35, 59, 85], "n": [13, 14, 15, 16, 17, 18, 21, 37, 39, 47, 59, 67], "nano": [13, 15, 16, 17, 47], "faster": [13, 14, 15, 16, 17, 18, 47], "while": [13, 15, 16, 17, 24, 34, 46, 48, 62, 85], "slower": [13, 21], "construct": [13, 14, 16, 17, 47, 82], "intersect": [13, 14, 15, 16, 17, 18, 21, 22, 47], "over": [13, 14, 15, 16, 17, 18, 21, 22, 23, 47, 73], "merg": [13, 14, 15, 16, 17, 39], "integ": [13, 37, 43, 52, 59], "x0": [13, 14, 15, 16, 17, 18, 21, 24, 34, 47, 48], "y0": [13, 14, 15, 16, 17, 18, 21, 24, 34, 47, 48], "bound": [13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 51], "indic": [13, 39, 52, 55, 74, 79, 82], "nipple_f": [13, 47], "peni": [13, 47], "pussi": [13, 47, 67], "runtimeerror": [13, 29, 33], "detection_visu": [13, 14, 15, 16, 18, 19, 21], "nude_girl": [13, 47], "365": 13, "264": 13, "399": 13, "289": [13, 14], "7473511695861816": 13, "224": [13, 57, 58, 59], "260": 13, "252": 13, "285": 13, "6830288171768188": 13, "206": 13, "523": [13, 47, 48], "240": 13, "608": 13, "6799028515815735": 13, "matplotlib": [13, 14, 15, 16, 24, 51], "pyplot": [13, 14, 15, 16, 51], "plt": [13, 14, 15, 16, 51], "imshow": [13, 14, 15, 16, 51], "anime_eye_detect": 14, "allow": [14, 15, 17, 18, 21, 30, 34, 37, 55, 57, 59, 85], "trade": [14, 16], "off": [14, 16], "speed": [14, 15, 16, 17, 18, 21, 25, 83], "accuraci": [14, 15, 16, 17, 18, 21, 45, 89, 91, 94, 97, 100, 104], "higher": [14, 15, 16, 17, 18, 20, 23, 97], "consid": [14, 17, 22, 39, 45, 48, 50, 60, 73, 94, 100], "overlap": [14, 16, 17, 18, 22, 64, 65, 74, 75, 77, 79, 82, 83, 106], "coordin": [14, 15, 16, 17, 18, 24, 34, 48, 52, 62], "alwai": [14, 16, 17, 18, 45], "except": [14, 17, 37, 55, 59, 67], "predict": [14, 18, 21, 29, 30, 33, 34, 75, 82, 89, 91, 93, 94, 97, 98, 100, 102, 104], "yolo_predict": [14, 21, 32], "squat": [14, 16, 51], "297": 14, "239": [14, 45], "341": 14, "271": 14, "7760562896728516": 14, "230": 14, "263": 14, "308": 14, "7682342529296875": 14, "createml": 15, "huggingfac": [15, 17, 39, 45, 59, 62, 71, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104], "anime_face_detect": 15, "user": [15, 21, 29, 30, 33, 34, 37, 60, 69, 109], "balanc": [15, 17, 21, 67], "system": [15, 16, 25, 55, 59, 94, 100], "overhead": [15, 16, 25, 85], "avail": [15, 21, 24, 29, 30, 37, 39, 45, 48, 55, 59, 67, 80, 88, 89, 91, 94, 100, 104], "v0": [15, 21, 64, 65], "overrid": [15, 21], "auto": [15, 21, 51, 69, 88], "mostima_post": [15, 18], "29": [15, 18, 59], "441": [15, 18], "204": [15, 18], "584": [15, 18], "7874319553375244": [15, 18], "346": [15, 18], "59": [15, 18], "529": [15, 18], "275": [15, 18], "7510495185852051": [15, 18], "606": [15, 18], "51": [15, 18, 59], "895": [15, 18], "336": [15, 18], "6986488103866577": [15, 18], "upper": [16, 47], "bodi": [16, 21, 51, 52, 54, 67], "anime_halfbody_detect": 16, "pleas": [16, 23, 38, 39, 45, 64, 66, 68, 83, 90, 94, 97, 100, 107, 108], "primari": [16, 90, 93, 95, 99, 101, 103], "purpos": 16, "crop": [16, 50, 57, 58, 59, 67], "illustr": [16, 67, 91, 93], "therefor": [16, 39, 107, 108], "consist": [16, 39], "person": [16, 19, 22, 24, 34, 51, 99, 106], "peopl": [16, 80], "guarante": [16, 45], "you": [16, 18, 19, 21, 26, 45, 48, 64, 65, 82, 83, 85, 88, 89, 90, 91, 94, 97, 100, 104, 109], "inde": 16, "recommend": [16, 23, 39, 42, 43, 82, 83, 94, 100], "approach": 16, "detect_person": [16, 19, 24, 51], "individu": [16, 22, 37, 57, 66], "obtain": [16, 26, 38, 39], "local": [16, 60, 107, 108], "flexibl": [16, 57, 58], "lower": [16, 42, 43, 45, 47], "127": 16, "629": 16, "637": 16, "9040350914001465": 16, "anime_hand_detect": 17, "choos": [17, 21, 45], "35": [17, 59, 67, 74, 82], "configur": [17, 29, 39, 57, 58, 59, 106], "suit": 17, "case": [17, 23, 39, 42], "defin": [17, 21, 39, 67, 86], "being": 17, "label": [17, 18, 20, 22, 23, 24, 29, 30, 33, 34, 39, 40, 45, 76, 98, 102], "infer": [17, 20, 23, 30, 33, 34, 51, 64, 65, 88, 97], "anime_imag": 17, "bbox": 17, "conf": 17, "customiz": [18, 24], "integr": [18, 30, 74, 109], "repositori": [18, 29, 30, 33, 34, 39], "anime_head_detect": 18, "contribut": 18, "our": 18, "develop": [18, 83, 109], "yolo11": 18, "architectur": 18, "usag": [18, 29, 30, 66, 67, 68, 74, 85, 86, 105], "head_detect_v2": 18, "0_": 18, "equal": [18, 48], "deprec": [18, 23, 38], "remov": [18, 23, 29, 34, 38, 45, 62, 71, 73, 75, 76, 81, 82], "futur": [18, 23], "help": [18, 39, 50, 62], "For": [18, 19, 21, 22, 30, 39, 45, 52, 66, 82, 88], "instead": [18, 23, 76], "detect_head": [19, 24], "booru_yolo": [19, 106], "detect_with_booru_yolo": 19, "detect_censor": [19, 47, 94, 100], "ey": [19, 48, 52, 67, 73, 106], "detect_ey": 19, "detect_fac": 19, "halfbodi": [19, 90, 99, 106], "detect_halfbodi": 19, "hand": [19, 52, 54, 67, 73, 106], "detect_hand": 19, "nudenet": [19, 106], "detect_with_nudenet": 19, "calculate_i": 19, "bboxes_similar": 19, "detection_similar": 19, "detect_text": 19, "nuditi": 20, "run": [20, 25, 29, 30, 34, 83, 88, 105, 106], "nm": 20, "postprocess": 20, "onnx": [20, 29, 30, 33, 34, 75, 88, 98], "nudenet_onnx": 20, "notai": 20, "tech": 20, "detail": [20, 62, 66, 67, 88, 90], "respect": 20, "female_genitalia_cov": 20, "genitalia": 20, "face_femal": 20, "buttocks_expos": 20, "expos": 20, "female_breast_expos": 20, "female_genitalia_expos": 20, "male_breast_expos": 20, "anus_expos": 20, "anu": 20, "feet_expos": 20, "feet": [20, 52, 54], "belly_cov": 20, "feet_cov": 20, "armpits_cov": 20, "armpit": 20, "armpits_expos": 20, "face_mal": 20, "belly_expos": 20, "male_genitalia_expos": 20, "anus_cov": 20, "female_breast_cov": 20, "buttocks_cov": 20, "onnxruntim": [20, 87, 106], "topk": [20, 29], "100": [20, 25, 34, 42, 59, 85], "45": [20, 43, 59], "score_threshold": 20, "number": [20, 29, 30, 33, 37, 39, 45, 52, 60, 62, 86, 89], "keep": [20, 79], "entir": 21, "anidet3": 21, "roboflow": 21, "m": 21, "x": [21, 39, 48, 52, 67, 85, 86, 102], "fastest": [21, 25], "most": [21, 29, 30, 33, 34], "confidence_scor": [21, 24], "genshin_post": [21, 46, 47, 48], "371": 21, "232": 21, "564": 21, "690": 21, "7533698678016663": 21, "135": [21, 52], "451": 21, "716": [21, 45], "6788613796234131": 21, "614": 21, "393": 21, "830": 21, "686": 21, "5612757205963135": 21, "1275": 21, "654": 21, "4047100841999054": 21, "calcul": [22, 30, 39, 42, 43], "comput": [22, 27, 30, 33, 41, 59, 85, 86, 98], "work": [22, 29, 30, 33, 36, 42, 69, 98], "aggreg": 22, "involv": 22, "segment": [22, 60, 106], "evalu": [22, 38], "algorithm": [22, 39, 42], "box1": 22, "box2": 22, "bboxtyp": 22, "measur": [22, 38, 39, 42], "divid": [22, 52], "4f": 22, "1429": 22, "bboxes1": 22, "bboxes2": 22, "liter": [22, 39, 48, 52, 64, 65, 80], "max": [22, 23], "raw": [22, 29, 30, 33, 37], "depend": [22, 67, 68, 105], "unknown": [22, 80], "hungarian": 22, "find": [22, 48], "optim": [22, 30, 39], "assign": [22, 23, 29, 39], "among": [22, 39], "averag": 22, "detect1": 22, "detect2": 22, "bboxwithscoreandlabel": 22, "group": [22, 29, 43, 76], "correspond": [22, 39, 45, 50, 59, 82, 98, 102], "combin": [22, 37, 45], "against": [22, 83], "ground": [22, 94, 100], "truth": [22, 94, 100], "car": 22, "85": [22, 74, 82], "75": 22, "text_detect": 23, "been": [23, 98], "migrat": 23, "ocr": [23, 106], "detect_text_with_ocr": [23, 106], "soon": 23, "paddleocr": [23, 45], "dbnetpp_resnet50_fpnc_1200e_icdar2015": 23, "05": [23, 59, 74, 75, 89, 90, 91, 93, 98, 99, 100, 101, 103, 104], "max_area_s": 23, "640": 23, "region": [23, 47, 50, 94, 100], "dbnet": 23, "do": [23, 50, 91], "640x640": 23, "ani": [23, 30, 33, 37, 39, 47, 57, 59, 62, 67, 72, 86, 88], "sinc": [23, 38], "appear": [24, 27], "font": 24, "pad": [24, 71], "see": [24, 67, 88], "text_pad": 24, "fontsiz": 24, "max_short_edge_s": 24, "fp": 24, "no_label": 24, "normal": [24, 30, 40, 57, 58, 59, 82], "predefin": [24, 73], "extract": [24, 25, 27, 28, 37, 39, 43, 45, 50, 59, 66, 67, 68, 69, 75, 82], "around": [24, 29, 34, 37, 54], "shortest": 24, "edg": [24, 54, 106], "maintain": [24, 34, 46, 52, 85, 109], "font_manag": 24, "fontproperti": 24, "properti": [24, 48, 52, 67, 69], "cv2": 25, "have": [25, 27, 39, 80, 81, 94, 100, 105], "lowest": 25, "resourc": [25, 106], "low_threshold": 25, "high_threshold": 25, "200": [25, 34, 59], "assum": [25, 27, 28, 71], "its": [25, 27, 28, 29, 39, 45, 46, 59, 68, 71, 74, 76, 88, 90, 91, 93, 94, 95, 98, 99, 100, 101, 103, 104], "low": [25, 33, 38, 40, 67, 79, 82, 83], "high": [25, 33, 34, 61, 67, 83, 97, 98], "outlin": 26, "comparison": [26, 74], "canni": [26, 106], "get_edge_by_canni": 26, "edge_image_with_canni": 26, "lineart": [26, 28, 106], "get_edge_by_lineart": 26, "edge_image_with_lineart": 26, "lineart_anim": [26, 106], "get_edge_by_lineart_anim": 26, "edge_image_with_lineart_anim": 26, "best": [27, 40, 48, 67], "effect": [27, 38, 47, 105], "closest": 27, "consum": 27, "amount": 27, "memori": [27, 29, 30, 34, 107, 108], "power": 27, "runtim": [27, 30, 88, 97], "coars": 27, "detect_resolut": [27, 28], "512": [27, 28, 54, 67, 83], "deeper": 27, "richer": 27, "probabl": [27, 30, 98], "extra": [27, 67], "increas": [27, 39], "resolut": [27, 28, 60, 83], "neural": [27, 28, 71, 86], "network": [27, 28, 71, 86], "classif": [29, 33, 86, 90, 91, 93, 94, 95, 96, 99, 100, 101, 103, 104], "those": [29, 97], "store": [29, 30, 34, 35, 67, 68], "well": [29, 42], "manag": [29, 30, 33, 34, 88, 106], "interact": [29, 30, 33, 34], "also": [29, 57, 82, 109], "token": [29, 30, 33, 34], "authent": [29, 30, 33, 34], "access": [29, 30, 33, 52, 67, 85], "privat": [29, 30, 31, 33, 43], "repo_id": [29, 30, 33, 34], "fn_preprocess": 29, "callabl": [29, 59], "hf_token": [29, 30, 33, 34], "comprehens": [29, 30], "imagepreprocessfunc": 29, "variabl": [29, 48, 88], "_model_nam": 29, "cach": [29, 30, 33, 34, 60, 87, 106], "_model": 29, "dictionari": [29, 35, 40, 57, 59, 67, 68, 69, 72, 73, 75, 90, 93, 95, 99, 101, 103], "_label": 29, "_hf_token": 29, "org": 29, "repo": [29, 59], "__init__": [29, 30, 31, 33, 34, 37, 48, 52, 60, 69, 73], "instanc": [29, 30, 34, 39, 47, 52, 59, 60, 73], "clear": [29, 30, 33, 34, 39, 68, 90, 94, 100], "free": [29, 30, 34], "up": [29, 30, 34, 73], "launch_demo": [29, 30, 33, 34], "default_model_nam": [29, 30, 33, 34], "server_nam": [29, 30, 33, 34], "server_port": [29, 30, 33, 34], "launch": [29, 30, 33, 34], "gradio": [29, 30, 33, 34], "demo": [29, 30, 33, 34, 79], "interfac": [29, 30, 33, 34, 85], "ui": [29, 33, 34], "make_ui": [29, 30, 33, 34], "server": [29, 30, 33, 34], "select": [29, 30, 33, 34, 39, 47, 60], "dropdown": [29, 30], "port": [29, 30, 33, 34], "importerror": [29, 34], "instal": [29, 33, 34, 62, 68, 106], "properli": [29, 33, 67], "usernam": [29, 34], "repo_nam": [29, 34], "model_v1": 29, "7860": [29, 30, 34], "submit": 29, "recent": [29, 30, 33, 34], "label_group": 29, "highest": [29, 98], "through": [29, 30, 59, 109], "error": [29, 37, 59, 82], "predict_fmt": 29, "fmt": [29, 30, 33, 40, 75, 82], "top5": 29, "logit": [29, 30, 33], "embed": [29, 30, 33, 37, 82], "dict": [29, 30, 37, 40, 51, 57, 58, 59, 67, 68, 69, 75, 82, 85, 90, 91, 93, 94, 95, 99, 100, 101, 103, 104], "top": [29, 48, 97], "k": 29, "e": [29, 30, 39, 61, 64, 65, 80, 83, 86], "g": [29, 30, 39, 61, 64, 65, 80, 82, 83], "top10": 29, "predict_scor": 29, "ia": 29, "conveni": [29, 52, 67, 109], "wrapper": [29, 34, 37], "id": [29, 30, 33, 34], "multimod": 30, "hub": 30, "discoveri": 30, "variant": [30, 33], "pipelin": [30, 57, 59], "pattern": [30, 39, 73], "direct": 30, "api": [30, 33], "control": [30, 67], "via": 30, "web": [30, 33], "deploy": [30, 98], "reus": 30, "lru": 30, "thread": [30, 33, 85, 105], "safe": [30, 33, 68, 74, 75, 85, 96, 98, 100, 105, 106], "demand": 30, "switch": 30, "image_encod": [30, 33], "upload": [30, 34], "enter": 30, "link": 30, "address": 30, "bind": 30, "organ": 30, "precomput": [30, 81], "cosin": 30, "scale": [30, 33, 47, 48, 52, 67, 71, 82, 107, 108], "complex": 30, "image_embed": 30, "text_embed": 30, "etc": [30, 59], "thei": [30, 39, 55, 59], "l2": [30, 82], "text_encod": [30, 33], "accept": 30, "_process_rgb": 31, "_process_alpha_channel_with_model": 31, "_process_rgba": 31, "attribut": 31, "classifi": [32, 90, 95, 96, 97, 99, 101, 103, 104, 106], "classifymodel": 32, "classify_predict_scor": 32, "classify_predict": 32, "classify_predict_fmt": 32, "imageenhanc": 32, "clip": [32, 59, 67, 106], "clipmodel": 32, "clip_image_encod": 32, "clip_text_encod": 32, "clip_predict": 32, "siglip": [32, 59, 106], "siglipmodel": 32, "siglip_image_encod": 32, "siglip_text_encod": 32, "siglip_predict": 32, "yolomodel": 32, "sigmoid": [33, 87], "loss": 33, "creation": [33, 57, 58, 69], "preprocessor": [33, 67], "reset": 33, "about": [33, 35], "hostnam": 33, "gr": [33, 34], "One": [33, 43], "detect": [34, 42, 45, 47, 51, 52, 53, 54, 72, 73, 88, 89, 94, 100, 106], "post": [34, 45], "helper": 34, "easi": 34, "metadata": [34, 40, 66, 68, 69, 106], "cleanup": 34, "associ": [34, 69], "default_conf_threshold": 34, "default_iou_threshold": 34, "environmenterror": [34, 62, 68], "environ": [34, 83, 85, 88, 106], "offlin": 34, "yolov5": 34, "allow_dynam": 34, "dynam": [34, 57], "300": [34, 59], "400": 34, "simpl": 34, "explicitli": 34, "read": [35, 36, 37, 66, 67, 68], "write": [35, 36, 37, 66, 68], "exif": [35, 36, 67], "gif": [35, 36, 67], "comment": 35, "These": [35, 38, 60], "retriev": [35, 39], "context": [35, 36], "ai": [35, 36, 69, 89], "found": [35, 48, 67, 90], "attempt": [35, 48, 59, 67, 69, 88], "commonli": [35, 59, 76, 86], "where": [35, 39, 67, 68, 82, 85], "look": [35, 45, 67, 90], "usercom": 35, "field": [35, 69], "dst_filenam": 35, "destin": [35, 67, 68, 69], "filenam": [35, 60], "pnginfo": [35, 37, 67, 69], "wai": [35, 67, 68], "geninfo": [36, 106], "lsb": [36, 69, 106], "signific": [36, 37, 39, 64, 69], "bit": [36, 37, 59, 69], "read_geninfo_paramet": 36, "read_geninfo_exif": 36, "read_geninfo_gif": 36, "write_geninfo_paramet": 36, "write_geninfo_exif": 36, "write_geninfo_gif": 36, "read_lsb_raw_byt": 36, "read_lsb_metadata": 36, "write_lsb_raw_byt": 36, "write_lsb_metadata": 36, "lsbreaderror": 36, "lsbextractor": 36, "imagelsbdataextractor": 36, "serialize_pnginfo": 36, "serialize_json": 36, "inject_data": 36, "steganographi": 37, "serial": 37, "json": 37, "compat": [37, 76], "inject": 37, "emb": [37, 82], "seamlessli": 37, "hidden": 37, "decompress": 37, "them": [37, 47, 57, 64, 68, 82], "gzip": 37, "written": 37, "appropri": [37, 45, 59, 67], "serializ": [37, 57], "err": 37, "caus": [37, 105], "multi": [37, 85], "get_next_n_byt": 37, "next": [37, 55], "get_one_byt": 37, "form": [37, 76], "read_32bit_integ": 37, "32": [37, 59], "interpret": [37, 52], "big": 37, "endian": 37, "enough": 37, "magic": 37, "stealth_pngcomp": 37, "extract_data": 37, "length": [37, 39, 46], "compress": 37, "along": [37, 39, 71], "robust": [37, 39], "skytnt": [38, 60, 71], "poor": 38, "anime_dbaesthet": [38, 41], "better": [38, 42, 62, 82, 83, 89, 91, 94, 97, 100, 104], "2053756": 38, "09986039996147156": 38, "1663584": 38, "24299287796020508": 38, "4886411": 38, "38091593980789185": 38, "2066024": 38, "5131649971008301": 38, "3670169": 38, "6011670827865601": 38, "5930006": 38, "7067991495132446": 38, "3821265": 38, "8237218260765076": 38, "5512471": 38, "9187621474266052": 38, "limit": [39, 74], "smaller": 39, "7eu7d7": [39, 79, 83, 109], "ccip_onnx": 39, "cluster": [39, 43], "refer": [39, 42, 66, 97], "relev": 39, "aforement": 39, "manual": [39, 48], "384": [39, 43, 57, 58, 59], "caform": 39, "randaug": 39, "prune": 39, "vector": 39, "pruned_fp32": 39, "5_fp32": 39, "feat": 39, "768": [39, 45, 67], "17847511429108218": 39, "1951224011983088": 39, "18397327797685215": 39, "y": [39, 48, 85], "16583099961280823": 39, "42947039008140564": 39, "4037521779537201": 39, "4371533691883087": 39, "40748104453086853": 39, "392294704914093": 39, "whether": [39, 45, 47, 59, 69, 72, 75, 82, 83], "belong": 39, "pairwis": 39, "matrix": 39, "5350548e": 39, "08": [39, 59, 99, 100], "6583106e": 39, "01": 39, "2947042e": 39, "0375218e": 39, "8025822e": 39, "3715334e": 39, "0748104e": 39, "2675274e": 39, "9229470e": 39, "j": 39, "th": 39, "dbscan": 39, "dbscan_2": 39, "dbscan_fre": 39, "optic": [39, 45], "optics_best": 39, "epsilon": 39, "ep": 39, "min_sampl": 39, "ccipclustermethodtyp": 39, "12921094122454668": 39, "1291187648928262": 39, "1836453739562513": 39, "distanc": 39, "_featureorimag": 39, "sampl": [39, 43, 67, 89, 90, 91, 93, 94, 95, 99, 100, 101, 103, 104], "neighborhood": [39, 62], "core": [39, 107, 108], "few": 39, "too": 39, "sensit": [39, 47, 82, 94, 100], "tune": 39, "guidelin": 39, "deal": [39, 66], "solut": [39, 48], "small": [39, 47], "advis": [39, 74], "significantli": 39, "separ": 39, "slightli": 39, "exhibit": 39, "regular": [39, 62], "outfit": 39, "awar": 39, "highli": 39, "so": [39, 42, 79, 83], "care": 39, "diff": 39, "07437477": 39, "0356068": 39, "04396922": 39, "05131693": 39, "assess": 40, "aesthet": [40, 41, 106], "danbooru": [40, 74, 77, 79, 94, 97], "hakubooru": 40, "kohakublueleaf": 40, "swinv2pv3_v0_448_ls0": 40, "2_x": 40, "percentil": 40, "_default_model_nam": 40, "masterpiec": [40, 67], "9831666690063624": 40, "8810615667538594": 40, "great": 40, "8225559148288356": 40, "good": [40, 45], "591020403706702": 40, "2888798940585766": 40, "243279223969715": 40, "worst": [40, 67], "005268185993767627": 40, "275707557797432": 40, "7977807857096195": 40, "56098810210824": 40, "670568235218525": 40, "1677918508648872": 40, "9305131509900093": 40, "6085879728198051": 40, "6834832429885864": 40, "16141420602798462": 40, "05435194447636604": 40, "025083942338824272": 40, "024000568315386772": 40, "027076328173279762": 40, "024589713662862778": 40, "3757021427154541": 40, "3451208472251892": 40, "1511985808610916": 40, "04740551486611366": 40, "02172713913023472": 40, "027498546987771988": 40, "03134724497795105": 40, "39281174540519714": 40, "22457796335220337": 40, "15563568472862244": 40, "10796019434928894": 40, "047730278223752975": 40, "0393439345061779": 40, "031940147280693054": 40, "13832266628742218": 40, "20687267184257507": 40, "2509062886238098": 40, "1644320785999298": 40, "11332042515277863": 40, "08270663768053055": 40, "043439216911792755": 40, "033693961799144745": 40, "03375888615846634": 40, "050045162439346313": 40, "16734018921852112": 40, "4311050772666931": 40, "23242227733135223": 40, "05163438618183136": 40, "012833272106945515": 40, "01619996316730976": 40, "03074900433421135": 40, "1396280825138092": 40, "5038207173347473": 40, "22299200296401978": 40, "07377689331769943": 40, "02854202501475811": 40, "026677291840314865": 40, "02838410809636116": 40, "026617199182510376": 40, "02508518099784851": 40, "06039097160100937": 40, "8043031692504883": 40, "get_aesthetic_scor": 41, "ccip": [41, 106], "ccip_extract_featur": 41, "ccip_batch_extract_featur": 41, "ccip_default_threshold": 41, "ccip_differ": 41, "ccip_sam": 41, "ccip_batch_differ": 41, "ccip_batch_sam": 41, "ccip_default_clustering_param": 41, "ccip_clust": 41, "ccip_merg": 41, "dbaesthet": [41, 106], "laplacian": [41, 106], "laplacian_scor": 41, "lpip": [41, 106], "lpips_extract_featur": 41, "lpips_differ": 41, "lpips_clust": 41, "psnr_": [41, 106], "psnr": [41, 65], "blur": [42, 47], "than": [42, 43, 47, 85, 89, 97], "seem": 42, "just": [42, 62, 91, 94, 97, 100, 104], "we": [42, 64, 83], "explor": 42, "bluri": 42, "hutao": [42, 71, 74, 75, 79, 82], "156": 42, "68285005210006": 42, "text_blur": 42, "2276": 42, "66629157129": 42, "real2": 42, "908745781486806": 42, "mmd": 42, "1072": 42, "8372572065527": 42, "richzhang": 43, "perceptualsimilar": 43, "chafen_arknight": 43, "rand": 43, "reach": 43, "995": 43, "cnn": 43, "f1": 43, "f2": 43, "f3": 43, "f4": 43, "f5": 43, "64": [43, 59, 62, 67, 83, 107, 108], "99": 43, "192": 43, "49": [43, 59], "256": [43, 57, 58, 64, 67], "img1": [43, 44, 82], "img2": [43, 44, 82], "anoth": 43, "16922694444656372": 43, "22250649333000183": 43, "6897575259208679": 43, "10956494510173798": 43, "6823137998580933": 43, "6837796568870544": 43, "nois": [43, 50, 62, 64], "inf": 44, "gaussian_20": 44, "dat": 44, "058228614646987": 44, "gaussian_3": 44, "27": [44, 59], "65611098737784": 44, "lq": 44, "29589659377844": 44, "recogn": [45, 59], "export": [45, 88], "recognit": 45, "ch_pp": 45, "ocrv4_det": 45, "heat_threshold": 45, "box_threshold": 45, "max_candid": 45, "1000": 45, "unclip_ratio": 45, "heat": 45, "candid": 45, "unclip": 45, "comic": [45, 91], "742": 45, "485": [45, 57, 58], "809": 45, "511": 45, "9543377610144915": 45, "682": 45, "98": 45, "734": 45, "124": 45, "9309689495575223": 45, "136": 45, "836": 45, "164": 45, "9042856988923695": 45, "144": 45, "455": 45, "196": 45, "874083638387722": 45, "719": 45, "835": 45, "488": 45, "8628696346175078": 45, "478": 45, "214": 45, "508": 45, "848871771901487": 45, "1030": 45, "557": 45, "1184": 45, "578": 45, "8352495440618789": 45, "427": 45, "129": 45, "553": 45, "154": 45, "8249209443996619": 45, "detect_model": 45, "recognize_model": 45, "ocrv4_rec": 45, "rotation_threshold": 45, "is_remove_dupl": 45, "rotat": [45, 48], "duplic": [45, 67], "mob": 45, "9356705927336156": 45, "shishou": 45, "8933000384412466": 45, "BUT": 45, "8730931912907247": 45, "oh": 45, "8417627579351514": 45, "mirror": 45, "7366019454049503": 45, "el": 45, "gato": 45, "iberico": 45, "7271127306351021": 45, "THAt": 45, "701928390168364": 45, "6965972578194936": 45, "chines": 45, "english": 45, "cannot": [45, 55, 57, 59, 69], "languag": 45, "func": [45, 87, 106], "japanes": [45, 67], "post_text": 45, "319": 45, "847": 45, "561": 45, "899": 45, "kancol": 45, "9130667787597329": 45, "552": 45, "811": 45, "791": 45, "921": 45, "1944": 45, "8566762346615406": 45, "820": 45, "558": 45, "850": 45, "fleet": 45, "collect": [45, 66], "8100635458911772": 45, "235": 45, "904": 45, "855": 45, "1009": 45, "\u6d77": 45, "6716076803280185": 45, "858": 45, "808": 45, "tsu": 45, "ka": 45, "NO": 45, "u": [45, 109], "mi": 45, "de": 45, "654507230718228": 45, "209": 45, "507": 45, "2888084133529467": 45, "japan_pp": 45, "ocrv3_rec": 45, "9230690942939336": 45, "8564870717047623": 45, "\u3044\u3064\u304b\u3042\u306e\u6d77\u3067": 45, "8061289060358996": 45, "8045396777081609": 45, "7311649382696896": 45, "\u8266\u3068\u308c\u308c": 45, "6648729016512889": 45, "ocrv2_det": 45, "ocrv3_det": 45, "ocrv4_server_det": 45, "ch_ppocr_mobile_slim_v2": 45, "0_det": 45, "ch_ppocr_mobile_v2": 45, "ch_ppocr_server_v2": 45, "en_pp": 45, "arabic_pp": 45, "ocrv2_rec": 45, "ocrv4_server_rec": 45, "0_rec": 45, "chinese_cht_pp": 45, "cyrillic_pp": 45, "devanagari_pp": 45, "en_number_mobile_v2": 45, "ka_pp": 45, "korean_pp": 45, "latin_pp": 45, "ta_pp": 45, "te_pp": 45, "dimens": [46, 59], "max_siz": [46, 57, 58, 59], "longer": 46, "after": [46, 59, 74, 79, 82], "1280": 46, "720": 46, "new_img": 46, "600": 46, "337": 46, "obscur": 47, "regist": [47, 48, 57, 58, 59], "rectangular": 47, "967": [47, 48], "143": [47, 48], "1084": [47, 48], "261": [47, 48], "246": [47, 48], "208": [47, 48], "331": [47, 48], "287": [47, 48], "662": [47, 48], "466": [47, 48], "705": [47, 48], "514": [47, 48], "479": [47, 48], "283": [47, 48], "326": [47, 48], "color_black": 47, "radiu": 47, "emoji": [47, 48], "penis": 47, "vagina": 47, "serv": [47, 59, 74], "foundat": 47, "inherit": [47, 59], "within": [47, 67, 74, 82], "fill": 47, "color_default": 47, "green": 47, "color_green": 47, "ffff00": 47, "color_ffff00": 47, "blur_4": 47, "blur_8": 47, "blur_12": 47, "pixelate_4": 47, "pixelate_8": 47, "pixelate_12": 47, "cl": 47, "arg": 47, "subclass": 47, "keyerror": 47, "alreadi": 47, "exist": [47, 68, 88, 91], "angl": 48, "end": [48, 67], "censor_area": [48, 49], "ratio_threshold": 48, "minimum": [48, 54, 60, 62], "total": [48, 107, 108], "star": [48, 79], "register_censor_method": [48, 49], "smiling_face_with_heart": 48, "twitter": 48, "appl": 48, "googl": 48, "microsoft": 48, "samsung": 48, "whatsapp": 48, "facebook": 48, "messeng": 48, "joypixel": 48, "openmoji": 48, "emojidex": 48, "mozilla": 48, "express": 48, "code": [48, 64, 79, 82], "_emojistyletyp": 48, "emoji_default": 48, "cat_fac": 48, "emoji_green": 48, "grinning_face_with_sweat": 48, "emoji_liuhanhuangd": 48, "minim": 48, "abl": [48, 55], "prefix": [48, 73, 78], "sum": 48, "cx": 48, "mass": 48, "occlus": 48, "cy": 48, "find_for_area": 48, "rectangl": 48, "corner": 48, "factor": [48, 59], "align": [49, 106], "align_maxs": 49, "censor_": [49, 106], "censor_nsfw": 49, "basecensor": 49, "colorcensor": 49, "blurcensor": 49, "pixelatecensor": 49, "imgcensor": [49, 106], "imagebasedcensor": 49, "emojibasedcensor": 49, "singleimag": 49, "squeez": [49, 106], "squeeze_with_transpar": 49, "fit": 50, "tightli": 50, "interest": 50, "jerry_with_spac": 50, "median_filt": 50, "median": 50, "kernel": 50, "larger": [50, 54, 84], "disabl": 50, "keypoint": [51, 52, 53, 54], "idea": 51, "research": 51, "auto_detect": 51, "out_bbox": 51, "person_detect_cfg": 51, "op18keypointset": [51, 53, 54], "rtmpose": 51, "config": [51, 58, 106, 109], "foot": [51, 52], "hand1": 51, "hand2": 51, "op18_visu": [51, 53], "0x7f5ca933f3d0": 51, "axesimag": 51, "0x7f5c98069790": 51, "all_": 52, "openpos": [52, 67], "op18": [52, 54], "__mul__": 52, "multipli": 52, "scalar": 52, "__truediv__": 52, "divisor": 52, "left_foot": 52, "left_hand": 52, "right_foot": 52, "right_hand": 52, "enum": 52, "enumer": 52, "symbol": [52, 79, 82], "make": [52, 57, 76, 86, 94, 98, 100], "readabl": [52, 82], "categor": 52, "nose": 52, "neck": 52, "elbow": 52, "wrist": 52, "ankl": 52, "ear": [52, 73, 80], "member": 52, "right_should": 52, "right_elbow": 52, "right_wrist": 52, "left_should": 52, "left_elbow": 52, "left_wrist": 52, "right_hip": 52, "right_kne": 52, "right_ankl": 52, "left_hip": 52, "left_kne": 52, "left_ankl": 52, "right_ey": 52, "left_ey": 52, "right_ear": 52, "left_ear": 52, "left_big_to": 52, "left_small_to": 52, "left_heel": 52, "right_big_to": 52, "right_small_to": 52, "right_heel": 52, "__int__": 52, "truncat": [52, 96, 106], "zero": 52, "must": [52, 73, 105], "preced": 52, "surround": 52, "whitespac": [52, 76], "36": [52, 59], "0b100": 52, "91": [52, 59], "112": 52, "92": [52, 59, 80], "113": [52, 59], "dwpose": [53, 106], "dwpose_estim": 53, "openpose18": 53, "op18_body_max": 53, "op18_body_min": 53, "op18_face_max": 53, "op18_face_min": 53, "op18_left_foot_max": 53, "op18_left_foot_min": 53, "op18_left_hand_max": 53, "op18_left_hand_min": 53, "op18_right_foot_max": 53, "op18_right_foot_min": 53, "op18_right_hand_max": 53, "op18_right_hand_min": 53, "keypoints_list": 54, "min_edge_s": 54, "draw_bodi": 54, "draw_hand": 54, "draw_feet": 54, "draw_fac": 54, "drawn": 54, "shorter": 54, "connect": 54, "ellips": 54, "facial": [54, 73, 90], "pars": [55, 57, 58, 66, 67, 106], "parser": [55, 57, 58, 67], "try": 55, "notparsetarget": 56, "register_pillow_transform": 56, "register_pillow_pars": 56, "create_pillow_transform": 56, "parse_pillow_transform": 56, "register_torchvision_transform": 56, "register_torchvision_pars": 56, "create_torchvision_transform": 56, "parse_torchvision_transform": 56, "register_creators_for_transform": 56, "notprocessortypeerror": 56, "create_transforms_from_transform": 56, "is_valid_size_dict": 56, "convert_to_size_dict": 56, "get_size_dict": 56, "create_clip_transform": 56, "create_transforms_from_clip_processor": 56, "create_convnext_transform": 56, "create_transforms_from_convnext_processor": 56, "create_vit_transform": 56, "create_transforms_from_vit_processor": 56, "create_siglip_transform": 56, "create_transforms_from_siglip_processor": 56, "create_bit_transform": 56, "create_transforms_from_bit_processor": 56, "create_blip_transform": 56, "create_transforms_from_blip_processor": 56, "create_mobilenetv2_transform": 56, "create_transforms_from_mobilenetv2_processor": 56, "tensor": [57, 58, 59, 68], "composit": [57, 59], "machin": [57, 86], "learn": [57, 86], "compos": [57, 58, 59], "sequenc": [57, 59, 73], "pillowcompos": [57, 59], "sequenti": 57, "decor": [57, 58, 59, 85], "facilit": 57, "creator": [57, 59], "tvalu": [57, 58], "describ": 57, "interpol": [57, 58, 59], "bicub": [57, 58, 59], "pillowres": [57, 59], "antialia": [57, 58, 59], "bilinear": [57, 58], "center_crop": [57, 58], "pillowcentercrop": [57, 59], "pillowtotensor": [57, 59], "maybe_to_tensor": [57, 58], "pillowmaybetotensor": 57, "std": [57, 58, 59], "pillownorm": [57, 59], "456": [57, 58], "406": [57, 58], "229": [57, 58], "225": [57, 58], "48500001430511475": 57, "4560000002384186": 57, "4059999883174896": 57, "2290000021457672": 57, "2240000069141388": 57, "22499999403953552": 57, "framework": 58, "extend": 58, "centercrop": 58, "totensor": 58, "maybetotensor": 58, "4850": 58, "4560": 58, "4060": 58, "2290": 58, "2240": 58, "2250": 58, "timm": 58, "interpolationmod": 58, "processor": [59, 107, 108], "vitimageprocessor": 59, "5906": 59, "33": 59, "donutimageprocessor": 59, "1901": 59, "70": [59, 83], "detrimageprocessor": 59, "1575": 59, "86": [59, 73], "clipimageprocessor": 59, "1374": 59, "73": 59, "videomaeimageprocessor": 59, "1093": 59, "convnextimageprocessor": 59, "648": 59, "65": 59, "segformerimageprocessor": 59, "533": 59, "00": 59, "beitimageprocessor": 59, "468": 59, "63": 59, "siglipimageprocessor": 59, "440": 59, "48": 59, "layoutlmv3imageprocessor": 59, "403": 59, "layoutlmv2imageprocessor": 59, "332": 59, "87": 59, "mllamaimageprocessor": 59, "qwen2vlimageprocessor": 59, "314": 59, "77": 59, "blipimageprocessor": 59, "276": 59, "55": 59, "idefics2imageprocessor": 59, "226": 59, "llavanextimageprocessor": 59, "215": 59, "bitimageprocessor": 59, "210": 59, "pix2structimageprocessor": 59, "conditionaldetrimageprocessor": 59, "53": 59, "samimageprocessor": 59, "52": 59, "deitimageprocessor": 59, "mask2formerimageprocessor": 59, "89": 59, "50": 59, "vivitimageprocessor": 59, "88": 59, "yolosimageprocessor": 59, "84": 59, "47": 59, "viltimageprocessor": 59, "41": 59, "detaimageprocessor": 59, "68": 59, "38": 59, "pixtralimageprocessor": 59, "mobilenetv2imageprocessor": 59, "mobilevitimageprocessor": 59, "61": 59, "34": [59, 107, 108], "dptimageprocessor": 59, "maskformerimageprocessor": 59, "28": 59, "nougatimageprocessor": 59, "ideficsimageprocessor": 59, "rtdetrimageprocessor": 59, "efficientnetimageprocessor": 59, "40": [59, 67], "deformabledetrimageprocessor": 59, "idefics3imageprocessor": 59, "fuyuimageprocessor": 59, "videollavaimageprocessor": 59, "pvtimageprocessor": 59, "09": 59, "oneformerimageprocessor": 59, "mobilenetv1imageprocessor": 59, "07": [59, 98, 99, 100, 103], "owlv2imageprocessor": 59, "chineseclipimageprocessor": 59, "efficientformerimageprocessor": 59, "llavaonevisionimageprocessor": 59, "swin2srimageprocessor": 59, "vithybridimageprocessor": 59, "owlvitimageprocessor": 59, "04": 59, "groundingdinoimageprocessor": 59, "03": 59, "perceiverimageprocessor": 59, "chameleonimageprocessor": 59, "levitimageprocessor": 59, "vitmatteimageprocessor": 59, "extens": [59, 74], "tri": 59, "def": [59, 85], "hasattr": 59, "feature_extractor": 59, "encount": 59, "becaus": 59, "until": 59, "successfulli": 59, "imageprocessor": 59, "autoimageprocessor": 59, "from_pretrain": 59, "openai": 59, "vit": 59, "patch32": 59, "pillowconvertrgb": 59, "48145467": 59, "4578275": 59, "40821072": 59, "26862955": 59, "2613026": 59, "2757771": 59, "size_dict": 59, "shortest_edg": 59, "invalid_kei": 59, "default_to_squar": 59, "height_width_ord": 59, "constraint": 59, "els": [59, 67, 107, 108], "incompat": 59, "longest_edg": 59, "param_nam": 59, "entri": 59, "conform": 59, "messag": [59, 83], "do_res": 59, "do_center_crop": 59, "crop_siz": 59, "do_rescal": 59, "rescale_factor": 59, "00392156862745098": 59, "do_norm": 59, "image_mean": 59, "image_std": 59, "do_convert_rgb": 59, "rescal": 59, "deviat": 59, "clipprocessor": 59, "crop_pct": 59, "tailor": 59, "convnext": 59, "percentag": 59, "prepar": 59, "replic": 59, "build": [59, 74, 82], "blip": 59, "255": 59, "openai_clip_mean": 59, "openai_clip_std": 59, "accord": 59, "behavior": 59, "mobilenetv2": 59, "per": 59, "equival": 59, "bg": 60, "strict_level": 60, "min_select": 60, "min_width": 60, "min_height": 60, "min_resolut": 60, "strict": [60, 94, 100], "get_imag": 60, "get_image_fil": 60, "list_image_fil": 60, "random_imag": 60, "randomli": 60, "random_image_fil": 60, "8057": 60, "000000": 60, "000001": 60, "000002": 60, "000003": 60, "000004": 60, "home": 60, "dgh": [60, 68, 109], "2400x1600": 60, "0x7feb86ed5160": 60, "003258": 60, "400x400": 60, "0x7feb86a748b0": 60, "quickli": 61, "backgroundimageset": 61, "list_bg_image_fil": 61, "get_bg_image_fil": 61, "get_bg_imag": 61, "random_bg_image_fil": 61, "random_bg_imag": 61, "opencv": 62, "denois": [62, 67], "inspir": [62, 71, 75, 82, 102], "mf666": [62, 102], "mist": 62, "fucker": 62, "diameter_min": 62, "diameter_max": 62, "sigma_color_min": 62, "sigma_color_max": 62, "sigma_space_min": 62, "sigma_space_max": 62, "radius_min": 62, "radius_max": 62, "eps_min": 62, "eps_max": 62, "b_iter": 62, "g_iter": 62, "random": [62, 80], "bilater": 62, "guid": 62, "stage": 62, "preserv": 62, "diamet": 62, "sigma": 62, "space": [62, 71, 82], "window": [62, 67], "term": 62, "contrib": 62, "noisy_imag": 62, "cleaned_img": 62, "cleaned_imag": 62, "blurri": [63, 67], "noisi": 63, "nafnet": [63, 106], "scunet": [63, 64, 106], "adversari": [63, 106], "remove_adversarial_nois": 63, "restore_with_nafnet": 63, "restore_with_scunet": 63, "ve": 64, "gaussian": 64, "To": 64, "correctli": 64, "credibl": 64, "rgg": [64, 65], "red": [64, 73], "gopro": 64, "sidd": 64, "tile_s": [64, 65, 83], "tile_overlap": [64, 65, 83], "batch_siz": [64, 65, 83], "nafnetmodeltyp": 64, "tile": [64, 65, 83], "gan": 65, "128": 65, "scunetmodeltyp": 65, "automatic1111": 66, "stabl": [66, 67, 89, 109], "diffus": [66, 67, 89], "webui": [66, 67, 68], "novelai": 66, "sdwui": 66, "submodul": 66, "nai": [66, 106], "docstr": 66, "sdmetadata": 66, "parse_sdmeta_from_text": 66, "get_sdmeta_from_imag": 66, "save_image_with_sdmeta": 66, "read_metadata": 66, "save_with_metadata": 66, "naimetadata": 66, "get_naimeta_from_imag": 66, "add_naimeta_to_imag": 66, "save_image_with_naimeta": 66, "formatt": 67, "a1111": 67, "sd_metadata_simpl": 67, "sd_metadata_complex": 67, "prompt": 67, "neg_prompt": 67, "neg": 67, "__str__": 67, "sd1": 67, "extrem": 67, "delic": 67, "beauti": 67, "offici": 67, "global": [67, 105], "illumin": 67, "soft": 67, "shadow": 67, "super": 67, "light": 67, "novel": [67, 69], "4k": 67, "metal_textur": 67, "striped_background": 67, "rich": 67, "cg": 67, "uniti": 67, "8k": 67, "wallpap": 67, "unreal": 67, "sci": 67, "fi": 67, "fantasi": 67, "silver_skin": 67, "cut": [67, 73], "silver_impossible_bodysuit": 67, "gem_on_chest": 67, "cut_silver_mechanical_leotard": 67, "headgear": [67, 73], "1_girl": 67, "solo": [67, 72, 73, 74, 75, 79, 80, 81, 82], "slim_waist": 67, "hair": [67, 73], "long": 67, "lumin": 67, "medium_breast": [67, 81], "indistinct_camelto": 67, "flat_crotch": 67, "coquettish": 67, "squint": 67, "evil_smil": 67, "dark_persona": 67, "mouth": 67, "wet": 67, "slim_fac": 67, "tall_girl": 67, "matur": 67, "mature_fac": 67, "slim_figur": 67, "slim_leg": 67, "groin": 67, "bare_thigh": 67, "easyneg": 67, "sketch": 67, "ugli": 67, "huge": 67, "logo": 67, "monochrom": [67, 93, 96, 106], "bad": 67, "mutat": 67, "horror": 67, "geometri": 67, "bad_prompt": 67, "miss": 67, "finger": 67, "limb": 67, "anatomi": 67, "interlock": 67, "digit": 67, "arm": 67, "2girl": 67, "deform": 67, "artist": 67, "blush": [67, 74, 75, 79, 82], "lipstick": 67, "skindent": 67, "tie": 67, "big_breast": 67, "thighhigh": [67, 74], "pubic_hair": [67, 73], "3d": [67, 91], "realist": 67, "slip": [67, 76], "head_out_of_fram": 67, "curvi": 67, "sampler": 67, "ddim": 67, "cfg": 67, "seed": 67, "3827064803": 67, "512x848": 67, "hash": 67, "eb49192009": 67, "anidosmix": 67, "skip": 67, "new_imag": 67, "let": 67, "what": 67, "nslim_fac": 67, "848": 67, "_sdmeta_text": 67, "directli": 67, "starri": 67, "night": 67, "daylight": 67, "euler": 67, "sd2": 67, "1girl": [67, 72, 73, 74, 75, 76, 79, 80, 81, 82], "blue": 67, "footwear": 67, "shoe": 67, "bang": [67, 73, 74, 79, 82], "indoor": 67, "sleev": 67, "ahog": [67, 73, 74, 75, 79, 82], "dress": [67, 73], "pot": 67, "plant": 67, "bag": [67, 74, 75, 79, 82], "bun": [67, 73], "lora": 67, "bluearchive10": 67, "bluearchiv": 67, "neg1": 67, "dpm": 67, "2m": 67, "sde": 67, "karra": 67, "2647703743": 67, "768x768": 67, "72bd94132e": 67, "cutemix": 67, "strength": 67, "controlnet": 67, "control_v11p_sd15_openpos": 67, "cab727d4": 67, "weight": 67, "perfect": 67, "param": 67, "hire": 67, "upscal": [67, 106], "latent": 67, "ti": 67, "339cc9210f70": 67, "66a7279a88dd": 67, "info": 67, "underli": [67, 85], "sd_meta": 67, "scope": 67, "dst_file": [67, 69], "webp": 67, "systemerror": [67, 69], "input_imag": 67, "output_imag": 67, "a41": 68, "safetensor": 68, "torch": 68, "command": [68, 109], "pip": [68, 109], "_check_env": 68, "model_fil": 68, "key1": 68, "value1": 68, "key2": 68, "value2": 68, "src_model_fil": 68, "dst_model_fil": 68, "new_metadata": 68, "john": 68, "doe": [68, 72, 80, 94, 100], "input_model": 68, "output_model": 68, "softwar": 69, "generation_tim": 69, "dataclass": 69, "encapsul": 69, "taken": 69, "alia": 69, "success": [69, 109], "add_lsb_meta": 69, "save_metainfo": 69, "metainfo": 69, "prefer": 69, "isneti": [70, 106], "get_isnetis_mask": 70, "segment_with_isneti": 70, "segment_rgba_with_isneti": 70, "co": 71, "seg": 71, "1024": [71, 82], "app": 71, "l8": 71, "00ff00": 71, "mask_": 71, "image_": 71, "hutao_seg": 71, "skadi": [71, 74, 75, 79, 82], "skadi_seg": 71, "drop": [72, 73, 74, 79, 81, 82], "cosplai": 72, "no_eyewear": 72, "eyewear": [72, 73], "span": [72, 73], "matter": [72, 73], "red_hair": [72, 73, 80, 81], "use_preset": 72, "custom_blacklist": 72, "onlin": 72, "preset": 72, "ones": 72, "neither": [72, 73], "nor": [72, 73], "anal_hair": 73, "anal_tail": 73, "arm_behind_head": 73, "arm_hair": 73, "arm_under_breast": 73, "arms_behind_head": 73, "bird_on_head": 73, "blood_in_hair": 73, "breasts_on_glass": 73, "breasts_on_head": 73, "cat_on_head": 73, "closed_ey": 73, "clothed_female_nude_femal": 73, "clothed_female_nude_mal": 73, "clothed_male_nude_femal": 73, "clothes_between_breast": 73, "cream_on_fac": 73, "drying_hair": 73, "empty_ey": 73, "face_to_breast": 73, "food_on_fac": 73, "food_on_head": 73, "game_boi": 73, "grabbing_anoth": 73, "s_hair": 73, "grabbing_own_breast": 73, "gun_to_head": 73, "head_between_breast": 73, "heart_in_ey": 73, "multiple_boi": 73, "multiple_girl": 73, "object_on_breast": 73, "object_on_head": 73, "paint_splatter_on_fac": 73, "parted_lip": [73, 74, 75, 79, 82], "penis_on_fac": 73, "person_on_head": 73, "pokemon_on_head": 73, "rabbit_on_head": 73, "rice_on_fac": 73, "severed_head": 73, "star_in_ey": 73, "sticker_on_fac": 73, "tentacles_on_mal": 73, "tying_hair": 73, "built": [73, 85], "mutabl": 73, "constructor": 73, "empti": 73, "hold": [73, 74, 75, 79, 82], "futa": 73, "cum": 73, "rub": 73, "shade": 73, "plai": 73, "drill": 73, "skin": 73, "sidelock": 73, "twintail": [73, 74, 75, 79, 82], "braid": 73, "afro": 73, "bald": 73, "dreadlock": 73, "ponytail": 73, "updo": 73, "beard": 73, "mustach": 73, "pointi": 73, "horn": 73, "tail": 73, "ornament": 73, "hairband": 73, "pupil": 73, "bow": [73, 74, 75], "headwear": 73, "ribbon": [73, 75, 79], "crown": 73, "cap": 73, "hairclip": [73, 79], "mole": 73, "halo": 73, "fluff": 73, "flower": [73, 74, 75, 79, 82], "glass": [73, 76], "fang": 73, "boi": 73, "beret": 73, "heterochromia": 73, "headdress": 73, "eyepatch": 73, "headphon": 73, "eyebrow": 73, "eyelash": 73, "sunglass": 73, "intak": 73, "scrunchi": 73, "ear_pierc": 73, "headband": 73, "ring": 73, "under_mouth": 73, "freckl": 73, "lip": 73, "eyelin": 73, "eyeshadow": 73, "tassel": 73, "whitelist_suffix": 73, "whitelist_prefix": 73, "whitelist_word": 73, "suffix": [73, 78], "pool": 73, "whitelist": 73, "blacklist": [73, 77, 106], "singular": 73, "plural": 73, "chair": 73, "whole": 73, "word": 73, "hear": 73, "72": 73, "outdat": 74, "anymor": 74, "baselin": 74, "practic": 74, "use_real_nam": [74, 79], "general_threshold": [74, 75, 82], "character_threshold": [74, 75, 82], "drop_overlap": [74, 75, 79, 82], "real": [74, 79, 96, 106], "renam": [74, 79], "redirect": [74, 79], "mani": [74, 79], "websit": [74, 79], "rate": [74, 75, 82, 94, 96, 106], "char": [74, 75, 82], "9897817373275757": 74, "question": [74, 75, 82, 94], "010265946388244629": 74, "explicit": [74, 75, 82, 94], "2809715270996094e": 74, "9939777851104736": 74, "5032387375831604": 74, "black_bord": 74, "9943548440933228": 74, "black_glov": [74, 75, 79, 82], "5011609792709351": 74, "blue_ski": [74, 75, 79, 82], "6877802610397339": 74, "5543792843818665": 74, "8268730640411377": 74, "cloud": [74, 75, 79, 82], "8504303693771362": 74, "cowboy_shot": [74, 75, 79, 82], "6008237600326538": 74, "crop_top": [74, 75, 79, 82], "6635787487030029": 74, "dai": [74, 75, 79, 82], "8496965765953064": 74, "glove": [74, 75, 79, 82], "6107005476951599": 74, "hair_between_ey": [74, 75, 79, 82], "668294370174408": 74, "5619469285011292": 74, "holding_baseball_bat": [74, 75, 79, 82], "5141720771789551": 74, "letterbox": 74, "long_hair": [74, 75, 79, 81, 82], "9884189963340759": 74, "looking_at_view": [74, 75, 79, 82], "5673105120658875": 74, "midriff": [74, 75, 79, 82], "6290556192398071": 74, "navel": [74, 75, 79, 82], "9631235003471375": 74, "no_hat": [74, 75, 79], "7978747487068176": 74, "no_headwear": [74, 75, 79, 82], "7577926516532898": 74, "outdoor": [74, 75, 79, 82], "7118550539016724": 74, "5452839136123657": 74, "pillarbox": 74, "9841411709785461": 74, "red_ey": [74, 75, 79, 82], "958786129951477": 74, "shirt": [74, 75, 79, 82], "6720131039619446": 74, "short_sleev": [74, 75, 79, 82], "7077711820602417": 74, "silver_hair": [74, 75, 79], "6673924326896667": 74, "sky": [74, 75, 79, 82], "8709812760353088": 74, "9614333510398865": 74, "sportswear": [74, 75, 79, 82], "7786177396774292": 74, "6842771172523499": 74, "sweat": [74, 75, 79, 82], "9076308012008667": 74, "thigh": [74, 75, 79, 82], "580970823764801": 74, "skadi_": [74, 75, 82], "arknight": [74, 75, 82], "9633345007896423": 74, "9988503456115723": 74, "001651763916015625": 74, "00012505054473876953": 74, "9829280972480774": 74, "894218385219574": 74, "8733789920806885": 74, "backpack": [74, 75, 79, 82], "6322951316833496": 74, "9987058639526367": 74, "bag_charm": [74, 75], "9754379987716675": 74, "6810564994812012": 74, "9708781838417053": 74, "6356008052825928": 74, "5633733868598938": 74, "brick_wal": 74, "5315935611724854": 74, "brown_hair": [74, 75, 79, 82], "9397273659706116": 74, "9229896664619446": 74, "charm_": [74, 75], "9006357789039612": 74, "citi": 74, "9020784497261047": 74, "cityscap": 74, "9547432661056519": 74, "5296419262886047": 74, "8253412246704102": 74, "5619839429855347": 74, "hair_flow": [74, 75, 79, 82], "8277763724327087": 74, "hair_orna": [74, 75, 79, 82], "9356368780136108": 74, "hair_ribbon": [74, 75, 79], "5288072824478149": 74, "jacket": [74, 75, 79, 82], "6336134076118469": 74, "9703260064125061": 74, "8188960552215576": 74, "phone_screen": 74, "9579574465751648": 74, "9954615235328674": 74, "plaid": [74, 75, 79], "9725285172462463": 74, "plaid_skirt": [74, 75, 79], "9638455510139465": 74, "pleated_skirt": [74, 75, 79, 82], "7226815819740295": 74, "5321241021156311": 74, "red_nail": [74, 79], "5493080615997314": 74, "school_bag": [74, 75], "9863407611846924": 74, "school_uniform": [74, 75, 79, 82], "6794284582138062": 74, "5062428116798401": 74, "shoulder_bag": 74, "9325523972511292": 74, "skirt": [74, 75, 79, 82], "92237788438797": 74, "skyscrap": 74, "7728171348571777": 74, "sleeves_past_wrist": [74, 75, 79], "7257086038589478": 74, "smile": [74, 75, 79, 82], "5357837080955505": 74, "6939404010772705": 74, "7054293155670166": 74, "tongu": [74, 75, 79, 82], "9990814924240112": 74, "tongue_out": [74, 75, 79, 82], "9992498755455017": 74, "5012534260749817": 74, "very_long_hair": [74, 75, 79, 81, 82], "7461410164833069": 74, "lagpixellol": 75, "deepgelbooru_onnx": 75, "categori": [75, 90, 98], "dim": [75, 82], "9986732006072998": 75, "0013858973979949951": 75, "315376281738281e": 75, "9972434639930725": 75, "basebal": [75, 82], "5982598662376404": 75, "baseball_bat": [75, 79, 82], "6429562568664551": 75, "bike_short": 75, "36296138167381287": 75, "8308937549591064": 75, "black_shirt": [75, 79, 82], "7388008832931519": 75, "6039759516716003": 75, "30909663438796997": 75, "9694308042526245": 75, "6422968506813049": 75, "5898381471633911": 75, "8145260810852051": 75, "652222216129303": 75, "dolphin_short": 75, "466494083404541": 75, "7183809280395508": 75, "6753682494163513": 75, "7302790880203247": 75, "6649775505065918": 75, "large_breast": [75, 79, 82], "8446108102798462": 75, "98187655210495": 75, "8140730857849121": 75, "6360533833503723": 75, "9635934829711914": 75, "33370012044906616": 75, "44239571690559387": 75, "7891374826431274": 75, "6471294164657593": 75, "9958090782165527": 75, "8736815452575684": 75, "872096061706543": 75, "5640895366668701": 75, "5049663186073303": 75, "8832778930664062": 75, "9687467813491821": 75, "sports_bra": 75, "3659853935241699": 75, "9309735298156738": 75, "49939480423927307": 75, "stomach": [75, 79, 82], "446407288312912": 75, "809670090675354": 75, "6560589075088501": 75, "47956040501594543": 75, "9832853674888611": 75, "9994162321090698": 75, "0008397102355957031": 75, "00035390257835388184": 75, "9926226139068604": 75, "899387001991272": 75, "34215790033340454": 75, "5701972246170044": 75, "9512913227081299": 75, "6664570569992065": 75, "5614628791809082": 75, "33615976572036743": 75, "5770801305770874": 75, "987317681312561": 75, "37286585569381714": 75, "cardigan": [75, 79], "36409223079681396": 75, "7329680919647217": 75, "collared_shirt": [75, 79], "5924292206764221": 75, "4344901144504547": 75, "7465001344680786": 75, "5225946307182312": 75, "6976451873779297": 75, "9265321493148804": 75, "34527891874313354": 75, "6675043106079102": 75, "9096828699111938": 75, "long_sleev": [75, 79, 82], "41341525316238403": 75, "8418735265731812": 75, "miniskirt": [75, 79], "3675632178783417": 75, "nail_polish": [75, 79], "5284417867660522": 75, "open_cloth": [75, 79], "30296844244003296": 75, "48789578676223755": 75, "36596980690956116": 75, "7759367227554321": 75, "6535028219223022": 75, "8975257873535156": 75, "36911237239837646": 75, "4171145558357239": 75, "3942635953426361": 75, "6772940754890442": 75, "9397937655448914": 75, "5207280516624451": 75, "4673041105270386": 75, "9118321537971497": 75, "9967410564422607": 75, "9970728158950806": 75, "8419480323791504": 75, "6489560604095459": 75, "white_shirt": [75, 79], "6217572689056396": 75, "underscor": [76, 82], "convent": 76, "restor": [76, 106], "use_spac": 76, "use_escap": 76, "include_scor": 76, "score_descend": 76, "_": 76, "escap": 76, "unsaf": 76, "sort": [76, 80], "descend": 76, "panty_pul": 76, "6826801300048828": 76, "958938717842102": 76, "drinking_glass": 76, "9340789318084717": 76, "areola_slip": 76, "41196826100349426": 76, "9988248348236084": 76, "drink": 76, "pull": 76, "areola": 76, "999": 76, "959": 76, "934": 76, "683": 76, "412": 76, "mldanbooru": [77, 106], "get_mldanbooru_tag": 77, "wd14": [77, 79, 106], "get_wd14_tag": [77, 79], "convert_wd14_emb_to_predict": 77, "denormalize_wd14_emb": 77, "deepdanbooru": [77, 79, 106], "get_deepdanbooru_tag": [77, 79], "deepgelbooru": [77, 106], "get_deepgelbooru_tag": 77, "add_underlin": 77, "remove_underlin": 77, "tags_to_text": 77, "drop_overlap_tag": 77, "is_blacklist": 77, "drop_blacklisted_tag": 77, "char_whitelist_suffix": 77, "char_whitelist_prefix": 77, "char_whitelist_word": 77, "char_suffix": 77, "char_prefix": 77, "charactertagpool": 77, "is_basic_character_tag": 77, "drop_basic_character_tag": 77, "sort_tag": 77, "tag_match_suffix": 77, "tag_match_prefix": 77, "tag_match_ful": 77, "t1": 78, "t2": 78, "fulli": 78, "ml": 79, "448": 79, "keep_ratio": 79, "9999984502792358": [79, 101], "9999946355819702": 79, "9994951486587524": 79, "998144268989563": 79, "9978417158126831": 79, "9941409230232239": 79, "9799384474754333": 79, "979142427444458": 79, "961823582649231": 79, "961323618888855": 79, "9490893483161926": 79, "9450850486755371": 79, "9425153136253357": 79, "9409335255622864": 79, "9319437146186829": 79, "9265308976173401": 79, "9259042143821716": 79, "922250509262085": 79, "9199565052986145": 79, "9175475835800171": 79, "9102761745452881": 79, "9076938629150391": 79, "9052775502204895": 79, "8938589692115784": 79, "8894285559654236": 79, "8891903162002563": 79, "8845980763435364": 79, "8842408061027527": 79, "8659475445747375": 79, "862621009349823": 79, "8616052865982056": 79, "8562789559364319": 79, "short_short": [79, 82], "8555729389190674": 79, "8533340096473694": 79, "black_short": [79, 82], "8477485775947571": 79, "8430152535438538": 79, "tied_long_hair": [79, 82], "8340626955032349": 79, "crop_top_overhang": 79, "8266023397445679": 79, "8222048282623291": 79, "8202669620513916": 79, "8061150312423706": 79, "ass_visible_through_thigh": [79, 82], "7803354859352112": 79, "thigh_gap": [79, 82], "7789446711540222": 79, "arms_up": 79, "7052110433578491": 79, "9999866485595703": 79, "997043788433075": 79, "9969649910926819": 79, "9957101345062256": 79, "9928386807441711": 79, "9886980056762695": 79, "9864778518676758": 79, "ghost": [79, 82], "9769423007965088": 79, "9747489094734192": 79, "9736957550048828": 79, "9388670325279236": 79, "9356311559677124": 79, "91000896692276": 79, "8955123424530029": 79, "8910233378410339": 79, "8904104828834534": 79, "8881211280822754": 79, "8876776695251465": 79, "8864808678627014": 79, "8810517191886902": 79, "8798807263374329": 79, "8765745162963867": 79, "8737136125564575": 79, "8650439381599426": 79, "8613706827163696": 79, "blue_cardigan": 79, "8571277260780334": 79, "8333670496940613": 79, "8160212635993958": 79, "eyebrows_visible_through_hair": 79, "8122442364692688": 79, "8091571927070618": 79, "8082079887390137": 79, "8048468232154846": 79, "8042327165603638": 79, "7984272241592407": 79, "blazer": [79, 82], "794708251953125": 79, "78981614112854": 79, "7892146110534668": 79, "shaped_pupil": [79, 82], "7867060899734497": 79, "gradient_hair": 79, "786359965801239": 79, "7790888547897339": 79, "brown_skirt": 79, "7760675549507141": 79, "774523913860321": 79, "7721588015556335": 79, "7697228789329529": 79, "755959689617157": 79, "multicolored_hair": 79, "7477189898490906": 79, "7476690411567688": 79, "rail": 79, "7476617693901062": 79, "blue_jacket": 79, "7458406090736389": 79, "741143524646759": 79, "7364678978919983": 79, "7193643450737": 79, "red_neckwear": 79, "7108616828918457": 79, "7086325287818909": 79, "7055293321609497": 79, "7039415836334229": 79, "7018357515335083": 79, "shuffl": 80, "count": [80, 107, 108], "2boi": 80, "cat_ear": 80, "uniqu": 80, "8849405313291128": 81, "8548297594823425": 81, "03910296474461261": 81, "6615180440330748": 81, "21552028866308015": 81, "3165260620737027": 81, "47744464927382957": 81, "tagger": 82, "smilingwolf": 82, "wd": 82, "swinv2_v3": 82, "general_mcut_en": 82, "character_mcut_en": 82, "no_underlin": 82, "mcut": 82, "replac": 82, "index": [82, 109], "follw": 82, "valuabl": 82, "enabl": 82, "rapid": 82, "queri": 82, "0011444687843322754": 82, "8876402974128723": 82, "106781005859375": 82, "000277101993560791": 82, "997527003288269": 82, "9797663688659668": 82, "9905703663825989": 82, "9761719703674316": 82, "8981098532676697": 82, "8810765743255615": 82, "9498510360717773": 82, "8377365469932556": 82, "945058286190033": 82, "9457170367240906": 82, "969594419002533": 82, "7881088852882385": 82, "7687551379203796": 82, "9301245212554932": 82, "6703325510025024": 82, "white_hair": 82, "5292627811431885": 82, "8677047491073608": 82, "grey_hair": 82, "5859264731407166": 82, "9536856412887573": 82, "8056888580322266": 82, "8394746780395508": 82, "9473626613616943": 82, "8986269235610962": 82, "9385137557983398": 82, "8408567905426025": 82, "alternate_costum": 82, "4245271384716034": 82, "931140661239624": 82, "8830795884132385": 82, "7279844284057617": 82, "artist_nam": 82, "5333830714225769": 82, "64717698097229": 82, "9516432285308838": 82, "9655293226242065": 82, "9485014081001282": 82, "7366660833358765": 82, "7161656618118286": 82, "5858667492866516": 82, "6186309456825256": 82, "41193312406539917": 82, "467605859041214": 82, "36282333731651306": 82, "3756745457649231": 82, "motion_blur": 82, "5091936588287354": 82, "951993465423584": 82, "5634750723838806": 82, "8232709169387817": 82, "9869340658187866": 82, "49491602182388306": 82, "5193622708320618": 82, "003406703472137451": 82, "0007208287715911865": 82, "9798132181167603": 82, "8046203851699829": 82, "7596215009689331": 82, "7620116472244263": 82, "46084529161453247": 82, "48454540967941284": 82, "5152207016944885": 82, "8023070096969604": 82, "8653596639633179": 82, "7201820611953735": 82, "7816740870475769": 82, "697688639163971": 82, "8974947333335876": 82, "7491052746772766": 82, "5015512704849243": 82, "6401398181915283": 82, "43420469760894775": 82, "4528769850730896": 82, "5730487704277039": 82, "6739872694015503": 82, "5545973181724548": 82, "6946243047714233": 82, "5487751364707947": 82, "7439308166503906": 82, "4186026453971863": 82, "47378358244895935": 82, "4690653085708618": 82, "7565015554428101": 82, "hu_tao_": 82, "genshin_impact": 82, "9262397289276123": 82, "boo_tao_": 82, "942080020904541": 82, "denorm": 82, "denormalizer_nam": 82, "mnum2_al": 82, "understand": 82, "redund": 82, "structur": [82, 106], "b": 82, "r": [82, 94, 100], "c": 82, "linalg": 82, "norm": 82, "approx": [82, 83], "1e": 82, "cdc_anime_onnx": 83, "realli": 83, "As": [83, 94, 100], "1024x1024": 83, "2060": 83, "gpu": 83, "cost": 83, "cpu": [83, 88, 107, 108], "experi": 83, "hgsr": 83, "mhr": 83, "aug_x4_320": 83, "cute_waifu_aroma": 83, "pngimageplugin": 83, "pngimagefil": 83, "1168x1168": 83, "0x7f0e8ca06880": 83, "4672x4672": 83, "0x7f0e48edb640": 83, "cdc": [84, 106], "upscale_with_cdc": 84, "lru_cach": 85, "wrap": 85, "synchron": 85, "prevent": 85, "race": 85, "condit": 85, "maxsiz": 85, "expensive_funct": 85, "expens": 85, "lock": [85, 105], "safeti": [85, 102], "multithread": 85, "my_funct": 85, "introduc": 85, "acquisit": 85, "critic": 85, "mathemat": 86, "activ": 86, "deep": 86, "problem": [86, 94, 100], "input_valu": 86, "frac": 86, "26894142": 86, "73105858": 86, "ts_lru_cach": 87, "get_onnx_provid": 87, "open_onnx_model": 87, "cudaexecutionprovid": 88, "cpuexecutionprovid": 88, "ckpt": 88, "inferencesess": 88, "onnx_mod": 88, "decid": 88, "linux": [88, 107, 108], "execut": [88, 107, 108], "ignor": 88, "cuda": [88, 107, 108], "forc": 88, "anime_ai_check": 89, "mobilenetv3_sce_dist": [89, 100, 104], "mainli": 89, "caformer_s36_plus_sc": 89, "graph": 89, "9996960163116455": 89, "9999125003814697": 89, "997803270816803": 89, "9960069060325623": 89, "9887709021568298": 89, "9998629093170166": 89, "0013722758740186691": 89, "00020673229300882667": 89, "0001895089662866667": 89, "0008857478387653828": 89, "552320024231449e": 89, "001168627175502479": 89, "bangumi": [90, 91], "vision": 90, "imageri": 90, "bangumi_char_typ": 90, "definit": [90, 97], "video": 90, "secondari": 90, "often": 90, "lack": 90, "lead": 90, "under": [90, 109], "three": 90, "judg": 90, "anime_portrait": [90, 96], "mobilenetv3_v0_dist": [90, 99, 103, 104], "9998525381088257": 90, "00012103465269319713": 90, "6464786313008517e": 90, "906112609314732e": 90, "06": [90, 91, 93, 98, 99, 100, 101, 103], "9997243285179138": 90, "0002490800397936255": 90, "7215803381986916e": 90, "354368557978887e": 90, "9998849630355835": 90, "90006631379947e": 90, "3920385754317977e": 90, "2084233276254963e": 90, "9998877048492432": 90, "732793503440917e": 90, "4264976925915107e": 90, "0623419257171918e": 90, "07076334953308105": 90, "9290977716445923": 90, "0001044218079186976": 90, "4467317163944244e": 90, "2568268832401372e": 90, "9999498128890991": 90, "1810528778587468e": 90, "879474429093534e": 90, "260669109295122e": 90, "9999510049819946": 90, "2321036592766177e": 90, "025227553938748e": 90, "4251427273848094e": 90, "999957799911499": 90, "4273678718600422e": 90, "6884023302263813e": 90, "880981603288092e": 90, "0002326338435523212": 90, "9996368885040283": 90, "164971561403945e": 90, "00020793956355191767": 90, "13438372313976288": 90, "8652494549751282": 90, "000158855298650451": 90, "000238816806813702": 90, "3589179217815399": 90, "6406960487365723": 90, "0001471740542910993": 90, "002255884697660804": 90, "08208147436380386": 90, "9152728915214539": 90, "00038967153523117304": 90, "227699592884164e": 90, "0835404282261152e": 90, "1437502406770363e": 90, "9999284744262695": 90, "2125529792683665e": 90, "0218892384727951e": 90, "00011914174683624879": 90, "9998584985733032": 90, "2007669283775613e": 90, "6357082131435163e": 90, "3068713896209374e": 90, "9999185800552368": 90, "066640925273532e": 90, "529400813335087e": 90, "089402500540018e": 90, "9999388456344604": 90, "6406959295272827": 90, "not_paint": 91, "anime_classif": 91, "older": 91, "mobilenetv3_v1": [91, 101], "5_dist": 91, "3_dist": 91, "plot": [91, 94, 100, 104], "caformer_s36_v1": 91, "3_focal": 91, "8346158862113953": 91, "004201625939458609": 91, "0028638991061598063": 91, "15633030235767365": 91, "001988308737054467": 91, "9868855476379395": 91, "001178382197394967": 91, "00015886101755313575": 91, "0005986307514831424": 91, "011178601533174515": 91, "9933090209960938": 91, "0012440024875104427": 91, "00040085514774546027": 91, "004924307577311993": 91, "00012189441622467712": 91, "00031298911198973656": 91, "9968050718307495": 91, "182305903872475e": 91, "0027923565357923508": 91, "7805559259140864e": 91, "0004650334012694657": 91, "996709942817688": 91, "736721191671677e": 91, "0027629584074020386": 91, "4619508621981367e": 91, "0003803370927926153": 91, "998649537563324": 91, "190127922105603e": 91, "0008622839814051986": 91, "595230686594732e": 91, "0004573142796289176": 91, "00031435859273187816": 91, "8671838641166687": 91, "13199880719184875": 91, "563074617180973e": 91, "153919796110131e": 91, "290010737255216e": 91, "9727378487586975": 91, "027150526642799377": 91, "162296004826203e": 91, "4933258828241378e": 91, "0004275702522136271": 91, "995402455329895": 91, "002233930164948106": 91, "001911122351884842": 91, "1603819727897644": 91, "0007561995880678296": 91, "00017044576816260815": 91, "838487982749939": 91, "0002034590725088492": 91, "005001617129892111": 91, "000932251859921962": 91, "009352140128612518": 91, "9846979379653931": 91, "6018555470509455e": 91, "004064667969942093": 91, "464051254326478e": 91, "025772539898753166": 91, "9699516296386719": 91, "00011656546121230349": 91, "287263775244355e": 91, "370255853951676e": 91, "01098843663930893": 91, "0031668643932789564": 91, "9857884049415588": 91, "499273488065228e": 91, "8419872251106426e": 91, "0003471920208539814": 91, "029472889378666878": 91, "9700765609741211": 91, "0012387704337015748": 91, "001172148622572422": 91, "787473391043022e": 91, "003680602880194783": 91, "9938107132911682": 91, "8346157073974609": 91, "8671836853027344": 91, "8384883403778076": 91, "9846979975700378": 91, "9700766801834106": 91, "greyscal": 92, "jpeg_ful": [92, 105], "6125901": 92, "6125785": [92, 105], "6124220": 92, "rough": [93, 94, 100], "polish": 93, "mobilenetv3_v2": 93, "2_dist": [93, 101], "910087929805741e": 93, "1241951510310173": 93, "8757457137107849": 93, "00018937293498311192": 93, "030049214139580727": 93, "9697614312171936": 93, "008933082222938538": 93, "05096456781029701": 93, "9401022791862488": 93, "009832272306084633": 93, "9898634552955627": 93, "00030428936588577926": 93, "013919820077717304": 93, "9819902181625366": 93, "004089969675987959": 93, "04166747257113457": 93, "9582782983779907": 93, "4218515288084745e": 93, "8849249482154846": 93, "1149177998304367": 93, "0001573085755808279": 93, "9907882809638977": 93, "008958994410932064": 93, "0002527958422433585": 93, "9831690788269043": 93, "01682441122829914": 93, "613856385229155e": 93, "8757458329200745": 93, "8849248290061951": 93, "million": 94, "anime_r": [94, 96], "boundari": [94, 100], "challeng": [94, 100], "clean": [94, 100], "judgment": [94, 100], "intend": [94, 100], "quick": [94, 100, 106], "estim": [94, 100], "basi": [94, 100], "mobilenetv3_large_100_v0_ls0": 94, "caformer_s36_v0_ls0": 94, "7508869767189026": 94, "7034655809402466": 94, "728887677192688": 94, "7404400110244751": 94, "7446154952049255": 94, "7514738440513611": 94, "768704354763031": 94, "8219676613807678": 94, "7267540693283081": 94, "7645740509033203": 94, "7216582894325256": 94, "7615436315536499": 94, "815083920955658": 94, "8321858644485474": 94, "8204999566078186": 94, "820833146572113": 94, "chdir": 94, "doc": 94, "api_doc": 94, "7508870363235474": 94, "11212056130170822": 94, "06781744956970215": 94, "06917501986026764": 94, "7034654021263123": 94, "15903906524181366": 94, "06688199192285538": 94, "07061357796192169": 94, "7288877964019775": 94, "1476859599351883": 94, "060362350195646286": 94, "06306383013725281": 94, "7404399514198303": 94, "10337048768997192": 94, "08087948709726334": 94, "07530999928712845": 94, "055992450565099716": 94, "7446154356002808": 94, "13191790878772736": 94, "06747424602508545": 94, "06458679586648941": 94, "10566363483667374": 94, "07827574014663696": 94, "07079866528511047": 94, "7687042951583862": 94, "09974884241819382": 94, "06074819341301918": 94, "050435908138751984": 94, "8219675421714783": 94, "0593985915184021": 94, "06819795072078705": 94, "06569571048021317": 94, "1177448257803917": 94, "726753830909729": 94, "08980562537908554": 94, "06481882929801941": 94, "06922297924757004": 94, "10138414055109024": 94, "06351721286773682": 94, "07683827728033066": 94, "13798624277114868": 94, "05942752957344055": 94, "10584963858127594": 94, "7615437507629395": 94, "07317910343408585": 94, "060196295380592346": 94, "06751583516597748": 94, "0572039857506752": 94, "05398125201463699": 94, "06124086305499077": 94, "0525919646024704": 94, "8321859240531921": 94, "05922013148665428": 94, "06274889409542084": 94, "057530902326107025": 94, "8205001354217529": 94, "05683052912354469": 94, "06635929644107819": 94, "05597696080803871": 94, "8208332657814026": 94, "non_furri": 95, "mobilenetv3_v0": 95, "1_dist": 95, "9898804426193237": 95, "010119626298546791": 95, "9677742123603821": 95, "032225821167230606": 95, "959551215171814": 95, "040448784828186035": 95, "9535530209541321": 95, "04644693806767464": 95, "04358793422579765": 95, "9564120769500732": 95, "02767963521182537": 95, "9723203182220459": 95, "028900373727083206": 95, "9710996150970459": 95, "037573859095573425": 95, "9624261260032654": 95, "aicheck": [96, 106], "get_ai_created_scor": 96, "is_ai_cr": 96, "bangumi_char": [96, 106], "anime_bangumi_char_scor": 96, "anime_bangumi_char": 96, "anime_classify_scor": 96, "anime_classifi": 96, "is_greyscal": 96, "anime_completeness_scor": 96, "anime_complet": 96, "dbrate": [96, 106], "anime_dbrating_scor": 96, "anime_dbr": 96, "furri": [96, 106], "anime_furry_scor": 96, "anime_furri": 96, "get_monochrome_scor": 96, "is_monochrom": 96, "nsfw_pred_scor": 96, "nsfw_pred": 96, "portrait": [96, 106], "anime_portrait_scor": 96, "anime_rating_scor": 96, "anime_real_scor": 96, "safe_check_scor": 96, "safe_check": 96, "style_ag": [96, 106], "anime_style_age_scor": 96, "anime_style_ag": 96, "teen": [96, 106], "anime_teen_scor": 96, "anime_teen": 96, "is_truncated_fil": 96, "screen": 97, "row": 97, "bottom": 97, "grayscal": 97, "monochrome_detect": 97, "mobilenetv3_large_100_dist_safe2": 97, "mobilenetv3_dist": 97, "caformer_s36": 97, "mono": 97, "9614395499229431": 97, "9458909034729004": 97, "9559807777404785": 97, "9651952981948853": 97, "9379720687866211": 97, "8814834356307983": 97, "03941023349761963": 97, "07492382079362869": 97, "09546589106321335": 97, "016521310433745384": 97, "005693843588232994": 97, "0315730981528759": 97, "Not": 98, "five": 98, "hentai": 98, "neutral": 98, "porn": 98, "sexi": 98, "infinit": 98, "nsfwj": 98, "tfj": 98, "mobil": 98, "9970946311950684": 98, "00198739324696362": 98, "000894528697244823": 98, "4315058251668233e": 98, "099447197513655e": 98, "9282580614089966": 98, "061733175069093704": 98, "008979619480669498": 98, "0007789491210132837": 98, "0002501663693692535": 98, "7945129871368408": 98, "2044062316417694": 98, "0005603990866802633": 98, "0004847997915931046": 98, "564094367902726e": 98, "7977773547172546": 98, "01352313905954361": 98, "18791256844997406": 98, "0004888656549155712": 98, "00029804420773871243": 98, "04498734697699547": 98, "9509441256523132": 98, "4087972633424215e": 98, "003999904729425907": 98, "4542059185914695e": 98, "002892113756388426": 98, "982390284538269": 98, "02520776737947e": 98, "014633022248744965": 98, "858086610212922e": 98, "002532319398596883": 98, "9887337684631348": 98, "231979568838142e": 98, "008699454367160797": 98, "8187158022774383e": 98, "03564726561307907": 98, "954788088798523": 98, "343036850215867e": 98, "009289607405662537": 98, "00020158555707894266": 98, "006372362840920687": 98, "006019102409482002": 98, "9694945812225342": 98, "015214097686111927": 98, "002899901708588004": 98, "0004039364866912365": 98, "00012730166781693697": 98, "987038791179657": 98, "007135333959013224": 98, "005294707603752613": 98, "06964848190546036": 98, "0014777459437027574": 98, "9276643395423889": 98, "0003031621454283595": 98, "0009063396137207747": 98, "00028707628371194005": 98, "00010888021643040702": 98, "9992460012435913": 98, "00015473493840545416": 98, "0002033217460848391": 98, "563037691696081e": 98, "008058490231633186": 98, "00044566826545633376": 98, "937960684299469": 98, "05353058874607086": 98, "364063445587817e": 98, "00562260951846838": 98, "00012077406427124515": 98, "9897090792655945": 98, "004547217860817909": 98, "564737981942017e": 98, "016690678894519806": 98, "001258736359886825": 98, "9766013622283936": 98, "005440687295049429": 98, "4481674952548929e": 98, "01861923187971115": 98, "0008914825739338994": 98, "9674761295318604": 98, "012998746708035469": 98, "691116141155362e": 98, "0007601747056469321": 98, "0005019629606977105": 98, "039504989981651306": 98, "9591660499572754": 98, "0001652583305258304": 98, "0002614929690025747": 98, "020374108105897903": 98, "029394468292593956": 98, "9498046040534973": 98, "00016299057460855693": 98, "004782819654792547": 98, "002861740067601204": 98, "12280157208442688": 98, "8693908452987671": 98, "0001731760276015848": 98, "304211274255067e": 98, "03286275267601013": 98, "010648751631379128": 98, "9562522172927856": 98, "999900221824646": 99, "645313209854066e": 99, "3387104445428122e": 99, "9999704360961914": 99, "4465465685352683e": 99, "071506166132167e": 99, "9999785423278809": 99, "512719154561637e": 99, "292278612818336e": 99, "919455750496127e": 99, "9999444484710693": 99, "3647335082350764e": 99, "0555699191172607e": 99, "9999880790710449": 99, "3210242286731955e": 99, "7451418898417614e": 99, "9999822378158569": 99, "2084267331811134e": 99, "7460413321023225e": 99, "1532473820352607e": 99, "9999996423721313": 99, "0316136922483565e": 99, "840229633236049e": 99, "9999998807907104": [99, 100], "736660568800289e": 99, "199210472208506e": 99, "9999992847442627": 99, "r15": 100, "r18": 100, "sankaku": 100, "mobilenetv3_v1_pruned_ls0": 100, "caformer_s36_plu": [100, 104], "5863172936624323e": 100, "480062353375615e": 100, "9924363493919373": 100, "007255776319652796": 100, "0003077814180869609": 100, "996969997882843": 100, "0030054834205657244": 100, "4601260520284995e": 100, "9966891407966614": 100, "003293127752840519": 100, "770909148035571e": 100, "00025384966284036636": 100, "9996721744537354": 100, "399192691082135e": 100, "973351603141055e": 100, "9998563528060913": 100, "391309580067173e": 100, "0018681309884414077": 100, "9827859997749329": 100, "015345841646194458": 100, "013710384257137775": 100, "8339558839797974": 100, "15233369171619415": 100, "951323833462084e": 100, "00029566374723799527": 100, "9997004270553589": 100, "00018434497178532183": 100, "568440272123553e": 100, "9997699856758118": 100, "11225129129889e": 100, "051862899563275e": 100, "9999485015869141": 100, "902020231791539e": 100, "0005639699520543218": 100, "9994290471076965": 100, "anime_real_cl": 101, "4_dist": 101, "9999716281890869": 101, "8398366339388303e": 101, "9992202520370483": 101, "0007797438884153962": 101, "9999709129333496": 101, "905452492996119e": 101, "9999765157699585": 101, "3499671442550607e": 101, "9994087219238281": 101, "0005913018831051886": 101, "9999759197235107": 101, "4061362637439743e": 101, "9999052286148071": 101, "475799015490338e": 101, "403173675702419e": 101, "5848207794988411e": 101, "0010207017185166478": 101, "9989792704582214": 101, "2124368115328252e": 101, "9999977350234985": 101, "6512358342879452e": 101, "9999834299087524": 101, "359853614412714e": 101, "9999936819076538": 101, "600314317329321e": 101, "9999840259552002": 101, "5589323083986528e": 101, "9999843835830688": 101, "5513256585109048e": 101, "9999845027923584": 101, "pollut": 102, "shit": 102, "checker": 102, "mobilenet": 102, "v2": 102, "max_batch_s": 102, "1970": 103, "1980": 103, "1990": 103, "2000": 103, "2010": 103, "2015": 103, "2020": 103, "ag": 103, "9805465340614319": 103, "761269782553427e": 103, "0005044879508204758": 103, "01569165475666523": 103, "002850610064342618": 103, "00037849770160391927": 103, "9434612113400362e": 103, "053497342392802e": 103, "9992554783821106": 103, "0006490182713605464": 103, "8857468805654207e": 103, "317252262353577e": 103, "314484721769986e": 103, "0750001138148946e": 103, "706833609205205e": 103, "00034479793976061046": 103, "9995512366294861": 103, "391363472677767e": 103, "4607510820496827e": 103, "0679690351244062e": 103, "661913514311891e": 103, "757471131393686e": 103, "0744897230761126e": 103, "76177470368566e": 103, "9996387958526611": 103, "160279296338558e": 103, "00013228354509919882": 103, "1361367038916796e": 103, "464057489414699e": 103, "2412899599876255e": 103, "703883653040975e": 103, "127358498517424e": 103, "9973921775817871": 103, "0022309015039354563": 103, "00018872201326303184": 103, "780902943617548e": 103, "422096920578042e": 103, "638929097680375e": 103, "152203023797483e": 103, "00028818511054851115": 103, "9996094107627869": 103, "58777353237383e": 103, "9200742826797068e": 103, "00017117452807724476": 103, "518441947875544e": 103, "885544381570071e": 103, "4389253010449465e": 103, "1696006772108376e": 103, "9996393918991089": 103, "contenti": 104, "safe_teen": 104, "non_teen": 104, "caformer_s36_v0": 104, "9998493194580078": 104, "0378791052498855e": 104, "00012023092131130397": 104, "9790042638778687": 104, "0017522255657240748": 104, "01924353837966919": 104, "9998124241828918": 104, "19778298237361e": 104, "0001456339523429051": 104, "0008521362324245274": 104, "9989691972732544": 104, "00017870066221803427": 104, "0992944781901315e": 104, "9994398951530457": 104, "0004991036257706583": 104, "2035720727872103e": 104, "9994019269943237": 104, "0005460577667690814": 104, "0478151529678144e": 104, "524079147609882e": 104, "999934196472168": 104, "786742884898558e": 104, "653994154883549e": 104, "9998156428337097": 104, "0001218809193233028": 104, "00013706681784242392": 104, "9997410178184509": 104, "jpeg_trunc": 105, "2216614_truncat": 105, "imagefil": 105, "load_truncated_imag": 105, "ascii": 106, "metric": 106, "list_det_model": 106, "list_rec_model": 106, "sd": 106, "tag": 106, "platform": [107, 108], "shutil": [107, 108], "cpuinfo": [107, 108], "psutil": [107, 108], "hbutil": [107, 108], "size_to_bytes_str": [107, 108], "python_implement": [107, 108], "python_vers": [107, 108], "brand": [107, 108], "get_cpu_info": [107, 108], "brand_raw": [107, 108], "cpu_count": [107, 108], "freq": [107, 108], "cpu_freq": [107, 108], "mhz": [107, 108], "virtual_memori": [107, 108], "precis": [107, 108], "ye": [107, 108], "nvidia": [107, 108], "smi": [107, 108], "1021": [107, 108], "azur": [107, 108], "x86_64": [107, 108], "glibc2": [107, 108], "cpython": [107, 108], "amd": [107, 108], "epyc": [107, 108], "7763": [107, 108], "3246": 107, "7365": 107, "615": [107, 108], "gib": [107, 108], "deploi": [107, 108], "action": [107, 108], "3259": 108, "23075": 108, "imgutil": 109, "pypi": 109, "simpli": 109, "newest": 109, "git": 109, "script": 109, "__name__": 109, "__main__": 109, "narugo1992": 109, "still": 109, "out": 109, "io": 109, "html": 109, "faq": 110}, "objects": {"imgutils": [[1, 0, 0, "-", "ascii"], [2, 0, 0, "-", "config"], [9, 0, 0, "-", "data"], [19, 0, 0, "-", "detect"], [26, 0, 0, "-", "edge"], [32, 0, 0, "-", "generic"], [36, 0, 0, "-", "metadata"], [41, 0, 0, "-", "metrics"], [45, 0, 0, "-", "ocr"], [49, 0, 0, "-", "operate"], [53, 0, 0, "-", "pose"], [56, 0, 0, "-", "preprocess"], [61, 0, 0, "-", "resource"], [63, 0, 0, "-", "restore"], [66, 0, 0, "-", "sd"], [70, 0, 0, "-", "segment"], [77, 0, 0, "-", "tagging"], [84, 0, 0, "-", "upscale"], [87, 0, 0, "-", "utils"], [96, 0, 0, "-", "validate"]], "imgutils.ascii": [[0, 0, 0, "-", "drawing"]], "imgutils.ascii.drawing": [[0, 1, 1, "", "ascii_drawing"]], "imgutils.config": [[3, 0, 0, "-", "meta"]], "imgutils.config.meta": [[3, 2, 1, "", "__AUTHOR_EMAIL__"], [3, 2, 1, "", "__AUTHOR__"], [3, 2, 1, "", "__DESCRIPTION__"], [3, 2, 1, "", "__TITLE__"], [3, 2, 1, "", "__VERSION__"]], "imgutils.data": [[4, 0, 0, "-", "background"], [5, 0, 0, "-", "blob"], [6, 0, 0, "-", "decode"], [7, 0, 0, "-", "encode"], [8, 0, 0, "-", "image"], [10, 0, 0, "-", "layer"], [11, 0, 0, "-", "url"]], "imgutils.data.background": [[4, 1, 1, "", "grid_background"], [4, 1, 1, "", "grid_transparent"]], "imgutils.data.blob": [[5, 1, 1, "", "is_valid_image_blob_url"], [5, 1, 1, "", "load_image_from_blob_url"], [5, 1, 1, "", "to_blob_url"]], "imgutils.data.decode": [[6, 1, 1, "", "rgb_decode"]], "imgutils.data.encode": [[7, 1, 1, "", "rgb_encode"]], "imgutils.data.image": [[8, 1, 1, "", "has_alpha_channel"], [8, 1, 1, "", "load_image"], [8, 1, 1, "", "load_images"]], "imgutils.data.layer": [[10, 1, 1, "", "istack"]], "imgutils.data.url": [[11, 1, 1, "", "download_image_from_url"], [11, 1, 1, "", "is_http_url"]], "imgutils.detect": [[12, 0, 0, "-", "booru_yolo"], [13, 0, 0, "-", "censor"], [14, 0, 0, "-", "eye"], [15, 0, 0, "-", "face"], [16, 0, 0, "-", "halfbody"], [17, 0, 0, "-", "hand"], [18, 0, 0, "-", "head"], [20, 0, 0, "-", "nudenet"], [21, 0, 0, "-", "person"], [22, 0, 0, "-", "similarity"], [23, 0, 0, "-", "text"], [24, 0, 0, "-", "visual"]], "imgutils.detect.booru_yolo": [[12, 1, 1, "", "detect_with_booru_yolo"]], "imgutils.detect.censor": [[13, 1, 1, "", "detect_censors"]], "imgutils.detect.eye": [[14, 1, 1, "", "detect_eyes"]], "imgutils.detect.face": [[15, 1, 1, "", "detect_faces"]], "imgutils.detect.halfbody": [[16, 1, 1, "", "detect_halfbody"]], "imgutils.detect.hand": [[17, 1, 1, "", "detect_hands"]], "imgutils.detect.head": [[18, 1, 1, "", "detect_heads"]], "imgutils.detect.nudenet": [[20, 1, 1, "", "detect_with_nudenet"]], "imgutils.detect.person": [[21, 1, 1, "", "detect_person"]], "imgutils.detect.similarity": [[22, 1, 1, "", "bboxes_similarity"], [22, 1, 1, "", "calculate_iou"], [22, 1, 1, "", "detection_similarity"]], "imgutils.detect.text": [[23, 1, 1, "", "detect_text"]], "imgutils.detect.visual": [[24, 1, 1, "", "detection_visualize"]], "imgutils.edge": [[25, 0, 0, "-", "canny"], [27, 0, 0, "-", "lineart"], [28, 0, 0, "-", "lineart_anime"]], "imgutils.edge.canny": [[25, 1, 1, "", "edge_image_with_canny"], [25, 1, 1, "", "get_edge_by_canny"]], "imgutils.edge.lineart": [[27, 1, 1, "", "edge_image_with_lineart"], [27, 1, 1, "", "get_edge_by_lineart"]], "imgutils.edge.lineart_anime": [[28, 1, 1, "", "edge_image_with_lineart_anime"], [28, 1, 1, "", "get_edge_by_lineart_anime"]], "imgutils.generic": [[29, 0, 0, "-", "classify"], [30, 0, 0, "-", "clip"], [31, 0, 0, "-", "enhance"], [33, 0, 0, "-", "siglip"], [34, 0, 0, "-", "yolo"]], "imgutils.generic.classify": [[29, 3, 1, "", "ClassifyModel"], [29, 1, 1, "", "classify_predict"], [29, 1, 1, "", "classify_predict_fmt"], [29, 1, 1, "", "classify_predict_score"]], "imgutils.generic.classify.ClassifyModel": [[29, 4, 1, "", "__init__"], [29, 4, 1, "", "clear"], [29, 4, 1, "", "launch_demo"], [29, 4, 1, "", "make_ui"], [29, 4, 1, "", "predict"], [29, 4, 1, "", "predict_fmt"], [29, 4, 1, "", "predict_score"]], "imgutils.generic.clip": [[30, 3, 1, "", "CLIPModel"], [30, 1, 1, "", "clip_image_encode"], [30, 1, 1, "", "clip_predict"], [30, 1, 1, "", "clip_text_encode"]], "imgutils.generic.clip.CLIPModel": [[30, 4, 1, "", "__init__"], [30, 4, 1, "", "clear"], [30, 4, 1, "", "image_encode"], [30, 4, 1, "", "launch_demo"], [30, 4, 1, "", "make_ui"], [30, 4, 1, "", "predict"], [30, 4, 1, "", "text_encode"]], "imgutils.generic.enhance": [[31, 3, 1, "", "ImageEnhancer"]], "imgutils.generic.enhance.ImageEnhancer": [[31, 4, 1, "", "__init__"], [31, 4, 1, "", "process"]], "imgutils.generic.siglip": [[33, 3, 1, "", "SigLIPModel"], [33, 1, 1, "", "siglip_image_encode"], [33, 1, 1, "", "siglip_predict"], [33, 1, 1, "", "siglip_text_encode"]], "imgutils.generic.siglip.SigLIPModel": [[33, 4, 1, "", "__init__"], [33, 4, 1, "", "clear"], [33, 4, 1, "", "image_encode"], [33, 4, 1, "", "launch_demo"], [33, 4, 1, "", "make_ui"], [33, 4, 1, "", "predict"], [33, 4, 1, "", "text_encode"]], "imgutils.generic.yolo": [[34, 3, 1, "", "YOLOModel"], [34, 1, 1, "", "yolo_predict"]], "imgutils.generic.yolo.YOLOModel": [[34, 4, 1, "", "__init__"], [34, 4, 1, "", "clear"], [34, 4, 1, "", "launch_demo"], [34, 4, 1, "", "make_ui"], [34, 4, 1, "", "predict"]], "imgutils.metadata": [[35, 0, 0, "-", "geninfo"], [37, 0, 0, "-", "lsb"]], "imgutils.metadata.geninfo": [[35, 1, 1, "", "read_geninfo_exif"], [35, 1, 1, "", "read_geninfo_gif"], [35, 1, 1, "", "read_geninfo_parameters"], [35, 1, 1, "", "write_geninfo_exif"], [35, 1, 1, "", "write_geninfo_gif"], [35, 1, 1, "", "write_geninfo_parameters"]], "imgutils.metadata.lsb": [[37, 3, 1, "", "ImageLsbDataExtractor"], [37, 3, 1, "", "LSBExtractor"], [37, 3, 1, "", "LSBReadError"], [37, 1, 1, "", "inject_data"], [37, 1, 1, "", "read_lsb_metadata"], [37, 1, 1, "", "read_lsb_raw_bytes"], [37, 1, 1, "", "serialize_json"], [37, 1, 1, "", "serialize_pnginfo"], [37, 1, 1, "", "write_lsb_metadata"], [37, 1, 1, "", "write_lsb_raw_bytes"]], "imgutils.metadata.lsb.ImageLsbDataExtractor": [[37, 4, 1, "", "__init__"], [37, 4, 1, "", "extract_data"]], "imgutils.metadata.lsb.LSBExtractor": [[37, 4, 1, "", "__init__"], [37, 4, 1, "", "get_next_n_bytes"], [37, 4, 1, "", "get_one_byte"], [37, 4, 1, "", "read_32bit_integer"]], "imgutils.metrics": [[38, 0, 0, "-", "aesthetic"], [39, 0, 0, "-", "ccip"], [40, 0, 0, "-", "dbaesthetic"], [42, 0, 0, "-", "laplacian"], [43, 0, 0, "-", "lpips"], [44, 0, 0, "-", "psnr_"]], "imgutils.metrics.aesthetic": [[38, 1, 1, "", "get_aesthetic_score"]], "imgutils.metrics.ccip": [[39, 1, 1, "", "ccip_batch_differences"], [39, 1, 1, "", "ccip_batch_extract_features"], [39, 1, 1, "", "ccip_batch_same"], [39, 1, 1, "", "ccip_clustering"], [39, 1, 1, "", "ccip_default_clustering_params"], [39, 1, 1, "", "ccip_default_threshold"], [39, 1, 1, "", "ccip_difference"], [39, 1, 1, "", "ccip_extract_feature"], [39, 1, 1, "", "ccip_merge"], [39, 1, 1, "", "ccip_same"]], "imgutils.metrics.dbaesthetic": [[40, 1, 1, "", "anime_dbaesthetic"]], "imgutils.metrics.laplacian": [[42, 1, 1, "", "laplacian_score"]], "imgutils.metrics.lpips": [[43, 1, 1, "", "lpips_clustering"], [43, 1, 1, "", "lpips_difference"], [43, 1, 1, "", "lpips_extract_feature"]], "imgutils.metrics.psnr_": [[44, 1, 1, "", "psnr"]], "imgutils.ocr": [[45, 1, 1, "", "detect_text_with_ocr"], [45, 1, 1, "", "list_det_models"], [45, 1, 1, "", "list_rec_models"], [45, 1, 1, "", "ocr"]], "imgutils.operate": [[46, 0, 0, "-", "align"], [47, 0, 0, "-", "censor_"], [48, 0, 0, "-", "imgcensor"], [50, 0, 0, "-", "squeeze"]], "imgutils.operate.align": [[46, 1, 1, "", "align_maxsize"]], "imgutils.operate.censor_": [[47, 3, 1, "", "BaseCensor"], [47, 3, 1, "", "BlurCensor"], [47, 3, 1, "", "ColorCensor"], [47, 3, 1, "", "PixelateCensor"], [47, 1, 1, "", "censor_areas"], [47, 1, 1, "", "censor_nsfw"], [47, 1, 1, "", "register_censor_method"]], "imgutils.operate.censor_.BaseCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.BlurCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.ColorCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.PixelateCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor": [[48, 3, 1, "", "EmojiBasedCensor"], [48, 3, 1, "", "ImageBasedCensor"], [48, 3, 1, "", "SingleImage"]], "imgutils.operate.imgcensor.EmojiBasedCensor": [[48, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor.ImageBasedCensor": [[48, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor.SingleImage": [[48, 4, 1, "", "__init__"], [48, 4, 1, "", "find_for_area"], [48, 5, 1, "", "height"], [48, 5, 1, "", "width"]], "imgutils.operate.squeeze": [[50, 1, 1, "", "squeeze"], [50, 1, 1, "", "squeeze_with_transparency"]], "imgutils.pose": [[51, 0, 0, "-", "dwpose"], [52, 0, 0, "-", "format"], [54, 0, 0, "-", "visual"]], "imgutils.pose.dwpose": [[51, 1, 1, "", "dwpose_estimate"]], "imgutils.pose.format": [[52, 3, 1, "", "OP18KeyPointSet"], [52, 2, 1, "", "OP18_BODY_MAX"], [52, 2, 1, "", "OP18_BODY_MIN"], [52, 2, 1, "", "OP18_FACE_MAX"], [52, 2, 1, "", "OP18_FACE_MIN"], [52, 2, 1, "", "OP18_LEFT_FOOT_MAX"], [52, 2, 1, "", "OP18_LEFT_FOOT_MIN"], [52, 2, 1, "", "OP18_LEFT_HAND_MAX"], [52, 2, 1, "", "OP18_LEFT_HAND_MIN"], [52, 2, 1, "", "OP18_RIGHT_FOOT_MAX"], [52, 2, 1, "", "OP18_RIGHT_FOOT_MIN"], [52, 2, 1, "", "OP18_RIGHT_HAND_MAX"], [52, 2, 1, "", "OP18_RIGHT_HAND_MIN"], [52, 6, 1, "", "OpenPose18"]], "imgutils.pose.format.OP18KeyPointSet": [[52, 4, 1, "", "__init__"], [52, 4, 1, "", "__mul__"], [52, 4, 1, "", "__truediv__"], [52, 5, 1, "", "body"], [52, 5, 1, "", "face"], [52, 5, 1, "", "left_foot"], [52, 5, 1, "", "left_hand"], [52, 5, 1, "", "right_foot"], [52, 5, 1, "", "right_hand"]], "imgutils.pose.format.OpenPose18": [[52, 7, 1, "", "LEFT_ANKLE"], [52, 7, 1, "", "LEFT_BIG_TOE"], [52, 7, 1, "", "LEFT_EAR"], [52, 7, 1, "", "LEFT_ELBOW"], [52, 7, 1, "", "LEFT_EYE"], [52, 7, 1, "", "LEFT_HEEL"], [52, 7, 1, "", "LEFT_HIP"], [52, 7, 1, "", "LEFT_KNEE"], [52, 7, 1, "", "LEFT_SHOULDER"], [52, 7, 1, "", "LEFT_SMALL_TOE"], [52, 7, 1, "", "LEFT_WRIST"], [52, 7, 1, "", "NECK"], [52, 7, 1, "", "NOSE"], [52, 7, 1, "", "RIGHT_ANKLE"], [52, 7, 1, "", "RIGHT_BIG_TOE"], [52, 7, 1, "", "RIGHT_EAR"], [52, 7, 1, "", "RIGHT_ELBOW"], [52, 7, 1, "", "RIGHT_EYE"], [52, 7, 1, "", "RIGHT_HEEL"], [52, 7, 1, "", "RIGHT_HIP"], [52, 7, 1, "", "RIGHT_KNEE"], [52, 7, 1, "", "RIGHT_SHOULDER"], [52, 7, 1, "", "RIGHT_SMALL_TOE"], [52, 7, 1, "", "RIGHT_WRIST"]], "imgutils.pose.visual": [[54, 1, 1, "", "op18_visualize"]], "imgutils.preprocess": [[55, 0, 0, "-", "base"], [57, 0, 0, "-", "pillow"], [58, 0, 0, "-", "torchvision"], [59, 0, 0, "-", "transformers"]], "imgutils.preprocess.base": [[55, 3, 1, "", "NotParseTarget"]], "imgutils.preprocess.pillow": [[57, 1, 1, "", "create_pillow_transforms"], [57, 1, 1, "", "parse_pillow_transforms"], [57, 1, 1, "", "register_pillow_parse"], [57, 1, 1, "", "register_pillow_transform"]], "imgutils.preprocess.torchvision": [[58, 1, 1, "", "create_torchvision_transforms"], [58, 1, 1, "", "parse_torchvision_transforms"], [58, 1, 1, "", "register_torchvision_parse"], [58, 1, 1, "", "register_torchvision_transform"]], "imgutils.preprocess.transformers": [[59, 3, 1, "", "NotProcessorTypeError"], [59, 1, 1, "", "convert_to_size_dict"], [59, 1, 1, "", "create_bit_transforms"], [59, 1, 1, "", "create_blip_transforms"], [59, 1, 1, "", "create_clip_transforms"], [59, 1, 1, "", "create_convnext_transforms"], [59, 1, 1, "", "create_mobilenetv2_transforms"], [59, 1, 1, "", "create_siglip_transforms"], [59, 1, 1, "", "create_transforms_from_bit_processor"], [59, 1, 1, "", "create_transforms_from_blip_processor"], [59, 1, 1, "", "create_transforms_from_clip_processor"], [59, 1, 1, "", "create_transforms_from_convnext_processor"], [59, 1, 1, "", "create_transforms_from_mobilenetv2_processor"], [59, 1, 1, "", "create_transforms_from_siglip_processor"], [59, 1, 1, "", "create_transforms_from_transformers"], [59, 1, 1, "", "create_transforms_from_vit_processor"], [59, 1, 1, "", "create_vit_transforms"], [59, 1, 1, "", "get_size_dict"], [59, 1, 1, "", "is_valid_size_dict"], [59, 1, 1, "", "register_creators_for_transformers"]], "imgutils.resource": [[60, 0, 0, "-", "background"]], "imgutils.resource.background": [[60, 3, 1, "", "BackgroundImageSet"], [60, 1, 1, "", "get_bg_image"], [60, 1, 1, "", "get_bg_image_file"], [60, 1, 1, "", "list_bg_image_files"], [60, 1, 1, "", "random_bg_image"], [60, 1, 1, "", "random_bg_image_file"]], "imgutils.resource.background.BackgroundImageSet": [[60, 4, 1, "", "__init__"], [60, 4, 1, "", "get_image"], [60, 4, 1, "", "get_image_file"], [60, 4, 1, "", "list_image_files"], [60, 4, 1, "", "random_image"], [60, 4, 1, "", "random_image_file"]], "imgutils.restore": [[62, 0, 0, "-", "adversarial"], [64, 0, 0, "-", "nafnet"], [65, 0, 0, "-", "scunet"]], "imgutils.restore.adversarial": [[62, 1, 1, "", "remove_adversarial_noise"]], "imgutils.restore.nafnet": [[64, 1, 1, "", "restore_with_nafnet"]], "imgutils.restore.scunet": [[65, 1, 1, "", "restore_with_scunet"]], "imgutils.sd": [[67, 0, 0, "-", "metadata"], [68, 0, 0, "-", "model"], [69, 0, 0, "-", "nai"]], "imgutils.sd.metadata": [[67, 3, 1, "", "SDMetaData"], [67, 1, 1, "", "get_sdmeta_from_image"], [67, 1, 1, "", "parse_sdmeta_from_text"], [67, 1, 1, "", "save_image_with_sdmeta"]], "imgutils.sd.metadata.SDMetaData": [[67, 4, 1, "", "__str__"], [67, 5, 1, "", "pnginfo"], [67, 5, 1, "", "text"]], "imgutils.sd.model": [[68, 1, 1, "", "read_metadata"], [68, 1, 1, "", "save_with_metadata"]], "imgutils.sd.nai": [[69, 3, 1, "", "NAIMetaData"], [69, 3, 1, "", "NAIMetadata"], [69, 1, 1, "", "add_naimeta_to_image"], [69, 1, 1, "", "get_naimeta_from_image"], [69, 1, 1, "", "save_image_with_naimeta"]], "imgutils.sd.nai.NAIMetaData": [[69, 4, 1, "", "__init__"], [69, 5, 1, "", "pnginfo"]], "imgutils.segment": [[71, 0, 0, "-", "isnetis"]], "imgutils.segment.isnetis": [[71, 1, 1, "", "get_isnetis_mask"], [71, 1, 1, "", "segment_rgba_with_isnetis"], [71, 1, 1, "", "segment_with_isnetis"]], "imgutils.tagging": [[72, 0, 0, "-", "blacklist"], [73, 0, 0, "-", "character"], [74, 0, 0, "-", "deepdanbooru"], [75, 0, 0, "-", "deepgelbooru"], [76, 0, 0, "-", "format"], [78, 0, 0, "-", "match"], [79, 0, 0, "-", "mldanbooru"], [80, 0, 0, "-", "order"], [81, 0, 0, "-", "overlap"], [82, 0, 0, "-", "wd14"]], "imgutils.tagging.blacklist": [[72, 1, 1, "", "drop_blacklisted_tags"], [72, 1, 1, "", "is_blacklisted"]], "imgutils.tagging.character": [[73, 2, 1, "", "CHAR_PREFIXES"], [73, 2, 1, "", "CHAR_SUFFIXES"], [73, 2, 1, "", "CHAR_WHITELIST_PREFIX"], [73, 2, 1, "", "CHAR_WHITELIST_SUFFIX"], [73, 2, 1, "", "CHAR_WHITELIST_WORD"], [73, 3, 1, "", "CharacterTagPool"], [73, 1, 1, "", "drop_basic_character_tags"], [73, 1, 1, "", "is_basic_character_tag"]], "imgutils.tagging.character.CharacterTagPool": [[73, 4, 1, "", "__init__"], [73, 4, 1, "", "drop_basic_character_tags"], [73, 4, 1, "", "is_basic_character_tag"]], "imgutils.tagging.deepdanbooru": [[74, 1, 1, "", "get_deepdanbooru_tags"]], "imgutils.tagging.deepgelbooru": [[75, 1, 1, "", "get_deepgelbooru_tags"]], "imgutils.tagging.format": [[76, 1, 1, "", "add_underline"], [76, 1, 1, "", "remove_underline"], [76, 1, 1, "", "tags_to_text"]], "imgutils.tagging.match": [[78, 1, 1, "", "tag_match_full"], [78, 1, 1, "", "tag_match_prefix"], [78, 1, 1, "", "tag_match_suffix"]], "imgutils.tagging.mldanbooru": [[79, 1, 1, "", "get_mldanbooru_tags"]], "imgutils.tagging.order": [[80, 1, 1, "", "sort_tags"]], "imgutils.tagging.overlap": [[81, 1, 1, "", "drop_overlap_tags"]], "imgutils.tagging.wd14": [[82, 1, 1, "", "convert_wd14_emb_to_prediction"], [82, 1, 1, "", "denormalize_wd14_emb"], [82, 1, 1, "", "get_wd14_tags"]], "imgutils.upscale": [[83, 0, 0, "-", "cdc"]], "imgutils.upscale.cdc": [[83, 1, 1, "", "upscale_with_cdc"]], "imgutils.utils": [[85, 0, 0, "-", "cache"], [86, 0, 0, "-", "func"], [88, 0, 0, "-", "onnxruntime"]], "imgutils.utils.cache": [[85, 1, 1, "", "ts_lru_cache"]], "imgutils.utils.func": [[86, 1, 1, "", "sigmoid"]], "imgutils.utils.onnxruntime": [[88, 1, 1, "", "get_onnx_provider"], [88, 1, 1, "", "open_onnx_model"]], "imgutils.validate": [[89, 0, 0, "-", "aicheck"], [90, 0, 0, "-", "bangumi_char"], [91, 0, 0, "-", "classify"], [92, 0, 0, "-", "color"], [93, 0, 0, "-", "completeness"], [94, 0, 0, "-", "dbrating"], [95, 0, 0, "-", "furry"], [97, 0, 0, "-", "monochrome"], [98, 0, 0, "-", "nsfw"], [99, 0, 0, "-", "portrait"], [100, 0, 0, "-", "rating"], [101, 0, 0, "-", "real"], [102, 0, 0, "-", "safe"], [103, 0, 0, "-", "style_age"], [104, 0, 0, "-", "teen"], [105, 0, 0, "-", "truncate"]], "imgutils.validate.aicheck": [[89, 1, 1, "", "get_ai_created_score"], [89, 1, 1, "", "is_ai_created"]], "imgutils.validate.bangumi_char": [[90, 1, 1, "", "anime_bangumi_char"], [90, 1, 1, "", "anime_bangumi_char_score"]], "imgutils.validate.classify": [[91, 1, 1, "", "anime_classify"], [91, 1, 1, "", "anime_classify_score"]], "imgutils.validate.color": [[92, 1, 1, "", "is_greyscale"]], "imgutils.validate.completeness": [[93, 1, 1, "", "anime_completeness"], [93, 1, 1, "", "anime_completeness_score"]], "imgutils.validate.dbrating": [[94, 1, 1, "", "anime_dbrating"], [94, 1, 1, "", "anime_dbrating_score"]], "imgutils.validate.furry": [[95, 1, 1, "", "anime_furry"], [95, 1, 1, "", "anime_furry_score"]], "imgutils.validate.monochrome": [[97, 1, 1, "", "get_monochrome_score"], [97, 1, 1, "", "is_monochrome"]], "imgutils.validate.nsfw": [[98, 1, 1, "", "nsfw_pred"], [98, 1, 1, "", "nsfw_pred_score"]], "imgutils.validate.portrait": [[99, 1, 1, "", "anime_portrait"], [99, 1, 1, "", "anime_portrait_score"]], "imgutils.validate.rating": [[100, 1, 1, "", "anime_rating"], [100, 1, 1, "", "anime_rating_score"]], "imgutils.validate.real": [[101, 1, 1, "", "anime_real"], [101, 1, 1, "", "anime_real_score"]], "imgutils.validate.safe": [[102, 1, 1, "", "safe_check"], [102, 1, 1, "", "safe_check_score"]], "imgutils.validate.style_age": [[103, 1, 1, "", "anime_style_age"], [103, 1, 1, "", "anime_style_age_score"]], "imgutils.validate.teen": [[104, 1, 1, "", "anime_teen"], [104, 1, 1, "", "anime_teen_score"]], "imgutils.validate.truncate": [[105, 1, 1, "", "is_truncated_file"]]}, "objtypes": {"0": "py:module", "1": "py:function", "2": "py:data", "3": "py:class", "4": "py:method", "5": "py:property", "6": "py:enum", "7": "py:attribute"}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "function", "Python function"], "2": ["py", "data", "Python data"], "3": ["py", "class", "Python class"], "4": ["py", "method", "Python method"], "5": ["py", "property", "Python property"], "6": ["py", "enum", "Python enum"], "7": ["py", "attribute", "Python attribute"]}, "titleterms": {"imgutil": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106], "ascii": [0, 1], "draw": 0, "ascii_draw": 0, "config": [2, 3], "meta": 3, "__title__": 3, "__version__": 3, "__description__": 3, "__author__": 3, "__author_email__": 3, "data": [4, 5, 6, 7, 8, 9, 10, 11], "background": [4, 60], "grid_background": 4, "grid_transpar": 4, "blob": 5, "to_blob_url": 5, "load_image_from_blob_url": 5, "is_valid_image_blob_url": 5, "decod": 6, "rgb_decod": 6, "encod": 7, "rgb_encod": 7, "imag": 8, "load_imag": 8, "has_alpha_channel": 8, "layer": 10, "istack": 10, "url": 11, "download_image_from_url": 11, "is_http_url": 11, "detect": [12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24], "booru_yolo": 12, "model": [12, 68], "label": 12, "descript": 12, "avail": 12, "pp": 12, "seri": 12, "AS": 12, "aa": 12, "detect_with_booru_yolo": 12, "censor": 13, "detect_censor": 13, "ey": 14, "detect_ey": 14, "face": 15, "detect_fac": 15, "halfbodi": 16, "detect_halfbodi": 16, "hand": 17, "detect_hand": 17, "head": 18, "detect_head": 18, "nudenet": 20, "detect_with_nudenet": 20, "person": 21, "detect_person": 21, "similar": 22, "calculate_i": 22, "bboxes_similar": 22, "detection_similar": 22, "text": 23, "detect_text": 23, "visual": [24, 54], "detection_visu": 24, "edg": [25, 26, 27, 28], "canni": 25, "get_edge_by_canni": 25, "edge_image_with_canni": 25, "lineart": 27, "get_edge_by_lineart": 27, "edge_image_with_lineart": 27, "lineart_anim": 28, "get_edge_by_lineart_anim": 28, "edge_image_with_lineart_anim": 28, "gener": [29, 30, 31, 32, 33, 34], "classifi": [29, 91], "classifymodel": 29, "classify_predict_scor": 29, "classify_predict": 29, "classify_predict_fmt": 29, "clip": 30, "clipmodel": 30, "clip_image_encod": 30, "clip_text_encod": 30, "clip_predict": 30, "enhanc": 31, "imageenhanc": 31, "siglip": 33, "siglipmodel": 33, "siglip_image_encod": 33, "siglip_text_encod": 33, "siglip_predict": 33, "yolo": 34, "yolomodel": 34, "yolo_predict": 34, "metadata": [35, 36, 37, 67], "geninfo": 35, "read_geninfo_paramet": 35, "read_geninfo_exif": 35, "read_geninfo_gif": 35, "write_geninfo_paramet": 35, "write_geninfo_exif": 35, "write_geninfo_gif": 35, "lsb": 37, "read_lsb_raw_byt": 37, "read_lsb_metadata": 37, "write_lsb_raw_byt": 37, "write_lsb_metadata": 37, "lsbreaderror": 37, "lsbextractor": 37, "imagelsbdataextractor": 37, "serialize_pnginfo": 37, "serialize_json": 37, "inject_data": 37, "metric": [38, 39, 40, 41, 42, 43, 44], "aesthet": 38, "get_aesthetic_scor": 38, "ccip": 39, "ccip_extract_featur": 39, "ccip_batch_extract_featur": 39, "ccip_default_threshold": 39, "ccip_differ": 39, "ccip_sam": 39, "ccip_batch_differ": 39, "ccip_batch_sam": 39, "ccip_default_clustering_param": 39, "ccip_clust": 39, "ccip_merg": 39, "dbaesthet": 40, "anime_dbaesthet": 40, "laplacian": 42, "laplacian_scor": 42, "lpip": 43, "lpips_extract_featur": 43, "lpips_differ": 43, "lpips_clust": 43, "psnr_": 44, "psnr": 44, "ocr": 45, "detect_text_with_ocr": 45, "list_det_model": 45, "list_rec_model": 45, "oper": [46, 47, 48, 49, 50], "align": 46, "align_maxs": 46, "censor_": 47, "censor_area": 47, "censor_nsfw": 47, "basecensor": 47, "colorcensor": 47, "blurcensor": 47, "pixelatecensor": 47, "register_censor_method": 47, "imgcensor": 48, "imagebasedcensor": 48, "emojibasedcensor": 48, "singleimag": 48, "squeez": 50, "squeeze_with_transpar": 50, "pose": [51, 52, 53, 54], "dwpose": 51, "dwpose_estim": 51, "format": [52, 76], "op18keypointset": 52, "openpose18": 52, "op18_body_max": 52, "op18_body_min": 52, "op18_face_max": 52, "op18_face_min": 52, "op18_left_foot_max": 52, "op18_left_foot_min": 52, "op18_left_hand_max": 52, "op18_left_hand_min": 52, "op18_right_foot_max": 52, "op18_right_foot_min": 52, "op18_right_hand_max": 52, "op18_right_hand_min": 52, "op18_visu": 54, "preprocess": [55, 56, 57, 58, 59], "base": 55, "notparsetarget": 55, "pillow": 57, "register_pillow_transform": 57, "register_pillow_pars": 57, "create_pillow_transform": 57, "parse_pillow_transform": 57, "torchvis": 58, "register_torchvision_transform": 58, "register_torchvision_pars": 58, "create_torchvision_transform": 58, "parse_torchvision_transform": 58, "transform": 59, "register_creators_for_transform": 59, "notprocessortypeerror": 59, "create_transforms_from_transform": 59, "is_valid_size_dict": 59, "convert_to_size_dict": 59, "get_size_dict": 59, "create_clip_transform": 59, "create_transforms_from_clip_processor": 59, "create_convnext_transform": 59, "create_transforms_from_convnext_processor": 59, "create_vit_transform": 59, "create_transforms_from_vit_processor": 59, "create_siglip_transform": 59, "create_transforms_from_siglip_processor": 59, "create_bit_transform": 59, "create_transforms_from_bit_processor": 59, "create_blip_transform": 59, "create_transforms_from_blip_processor": 59, "create_mobilenetv2_transform": 59, "create_transforms_from_mobilenetv2_processor": 59, "resourc": [60, 61], "backgroundimageset": 60, "list_bg_image_fil": 60, "get_bg_image_fil": 60, "get_bg_imag": 60, "random_bg_image_fil": 60, "random_bg_imag": 60, "restor": [62, 63, 64, 65], "adversari": 62, "remove_adversarial_nois": 62, "nafnet": 64, "restore_with_nafnet": 64, "scunet": 65, "restore_with_scunet": 65, "sd": [66, 67, 68, 69], "sdmetadata": 67, "parse_sdmeta_from_text": 67, "get_sdmeta_from_imag": 67, "save_image_with_sdmeta": 67, "read_metadata": 68, "save_with_metadata": 68, "nai": 69, "naimetadata": 69, "get_naimeta_from_imag": 69, "add_naimeta_to_imag": 69, "save_image_with_naimeta": 69, "segment": [70, 71], "isneti": 71, "get_isnetis_mask": 71, "segment_with_isneti": 71, "segment_rgba_with_isneti": 71, "tag": [72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82], "blacklist": 72, "is_blacklist": 72, "drop_blacklisted_tag": 72, "charact": 73, "char_whitelist_suffix": 73, "char_whitelist_prefix": 73, "char_whitelist_word": 73, "char_suffix": 73, "char_prefix": 73, "charactertagpool": 73, "is_basic_character_tag": 73, "drop_basic_character_tag": 73, "deepdanbooru": 74, "get_deepdanbooru_tag": 74, "deepgelbooru": 75, "get_deepgelbooru_tag": 75, "add_underlin": 76, "remove_underlin": 76, "tags_to_text": 76, "match": 78, "tag_match_suffix": 78, "tag_match_prefix": 78, "tag_match_ful": 78, "mldanbooru": 79, "get_mldanbooru_tag": 79, "order": 80, "sort_tag": 80, "overlap": 81, "drop_overlap_tag": 81, "wd14": 82, "get_wd14_tag": 82, "convert_wd14_emb_to_predict": 82, "denormalize_wd14_emb": 82, "upscal": [83, 84], "cdc": 83, "upscale_with_cdc": 83, "util": [85, 86, 87, 88], "cach": 85, "ts_lru_cach": 85, "func": 86, "sigmoid": 86, "onnxruntim": 88, "get_onnx_provid": 88, "open_onnx_model": 88, "valid": [89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105], "aicheck": 89, "get_ai_created_scor": 89, "is_ai_cr": 89, "bangumi_char": 90, "anime_bangumi_char_scor": 90, "anime_bangumi_char": 90, "anime_classify_scor": 91, "anime_classifi": 91, "color": 92, "is_greyscal": 92, "complet": 93, "anime_completeness_scor": 93, "anime_complet": 93, "dbrate": 94, "anime_dbrating_scor": 94, "anime_dbr": 94, "furri": 95, "anime_furry_scor": 95, "anime_furri": 95, "monochrom": 97, "get_monochrome_scor": 97, "is_monochrom": 97, "nsfw": 98, "nsfw_pred_scor": 98, "nsfw_pred": 98, "portrait": 99, "anime_portrait_scor": 99, "anime_portrait": 99, "rate": 100, "anime_rating_scor": 100, "anime_r": [100, 101], "real": 101, "anime_real_scor": 101, "safe": 102, "safe_check_scor": 102, "safe_check": 102, "style_ag": 103, "anime_style_age_scor": 103, "anime_style_ag": 103, "teen": 104, "anime_teen_scor": 104, "anime_teen": 104, "truncat": 105, "is_truncated_fil": 105, "welcom": 106, "": 106, "document": 106, "overview": 106, "tutori": 106, "inform": [106, 107, 108], "api": 106, "run": [107, 108], "environ": [107, 108], "instal": 109, "quick": 110, "start": 110}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.viewcode": 1, "sphinx.ext.todo": 2, "nbsphinx": 4, "sphinx": 58}, "alltitles": {"imgutils.ascii.drawing": [[0, "module-imgutils.ascii.drawing"]], "ascii_drawing": [[0, "ascii-drawing"]], "imgutils.ascii": [[1, "module-imgutils.ascii"]], "imgutils.config": [[2, "module-imgutils.config"]], "imgutils.config.meta": [[3, "module-imgutils.config.meta"]], "__TITLE__": [[3, "title"]], "__VERSION__": [[3, "version"]], "__DESCRIPTION__": [[3, "description"]], "__AUTHOR__": [[3, "author"]], "__AUTHOR_EMAIL__": [[3, "author-email"]], "imgutils.data.background": [[4, "module-imgutils.data.background"]], "grid_background": [[4, "grid-background"]], "grid_transparent": [[4, "grid-transparent"]], "imgutils.data.blob": [[5, "module-imgutils.data.blob"]], "to_blob_url": [[5, "to-blob-url"]], "load_image_from_blob_url": [[5, "load-image-from-blob-url"]], "is_valid_image_blob_url": [[5, "is-valid-image-blob-url"]], "imgutils.data.decode": [[6, "module-imgutils.data.decode"]], "rgb_decode": [[6, "rgb-decode"]], "imgutils.data.encode": [[7, "module-imgutils.data.encode"]], "rgb_encode": [[7, "rgb-encode"]], "imgutils.data.image": [[8, "module-imgutils.data.image"]], "load_image": [[8, "load-image"]], "load_images": [[8, "load-images"]], "has_alpha_channel": [[8, "has-alpha-channel"]], "imgutils.data": [[9, "module-imgutils.data"]], "imgutils.data.layer": [[10, "module-imgutils.data.layer"]], "istack": [[10, "istack"]], "imgutils.data.url": [[11, "module-imgutils.data.url"]], "download_image_from_url": [[11, "download-image-from-url"]], "is_http_url": [[11, "is-http-url"]], "imgutils.detect.booru_yolo": [[12, "module-imgutils.detect.booru_yolo"]], "Model Labels and Descriptions": [[12, "id1"]], "Available Models (PP Series)": [[12, "id2"]], "Available Models (AS Series)": [[12, "id3"]], "Available Models (AA Series)": [[12, "id4"]], "detect_with_booru_yolo": [[12, "detect-with-booru-yolo"]], "imgutils.detect.censor": [[13, "module-imgutils.detect.censor"]], "detect_censors": [[13, "detect-censors"]], "imgutils.detect.eye": [[14, "module-imgutils.detect.eye"]], "detect_eyes": [[14, "detect-eyes"]], "imgutils.detect.face": [[15, "module-imgutils.detect.face"]], "detect_faces": [[15, "detect-faces"]], "imgutils.detect.halfbody": [[16, "module-imgutils.detect.halfbody"]], "detect_halfbody": [[16, "detect-halfbody"]], "imgutils.detect.hand": [[17, "module-imgutils.detect.hand"]], "detect_hands": [[17, "detect-hands"]], "imgutils.detect.head": [[18, "module-imgutils.detect.head"]], "detect_heads": [[18, "detect-heads"]], "imgutils.detect": [[19, "module-imgutils.detect"]], "imgutils.detect.nudenet": [[20, "module-imgutils.detect.nudenet"]], "detect_with_nudenet": [[20, "detect-with-nudenet"]], "imgutils.detect.person": [[21, "module-imgutils.detect.person"]], "detect_person": [[21, "detect-person"]], "imgutils.detect.similarity": [[22, "module-imgutils.detect.similarity"]], "calculate_iou": [[22, "calculate-iou"]], "bboxes_similarity": [[22, "bboxes-similarity"]], "detection_similarity": [[22, "detection-similarity"]], "imgutils.detect.text": [[23, "module-imgutils.detect.text"]], "detect_text": [[23, "detect-text"]], "imgutils.detect.visual": [[24, "module-imgutils.detect.visual"]], "detection_visualize": [[24, "detection-visualize"]], "imgutils.edge.canny": [[25, "module-imgutils.edge.canny"]], "get_edge_by_canny": [[25, "get-edge-by-canny"]], "edge_image_with_canny": [[25, "edge-image-with-canny"]], "imgutils.edge": [[26, "module-imgutils.edge"]], "imgutils.edge.lineart": [[27, "module-imgutils.edge.lineart"]], "get_edge_by_lineart": [[27, "get-edge-by-lineart"]], "edge_image_with_lineart": [[27, "edge-image-with-lineart"]], "imgutils.edge.lineart_anime": [[28, "module-imgutils.edge.lineart_anime"]], "get_edge_by_lineart_anime": [[28, "get-edge-by-lineart-anime"]], "edge_image_with_lineart_anime": [[28, "edge-image-with-lineart-anime"]], "imgutils.generic.classify": [[29, "module-imgutils.generic.classify"]], "ClassifyModel": [[29, "classifymodel"]], "classify_predict_score": [[29, "classify-predict-score"]], "classify_predict": [[29, "classify-predict"]], "classify_predict_fmt": [[29, "classify-predict-fmt"]], "imgutils.generic.clip": [[30, "module-imgutils.generic.clip"]], "CLIPModel": [[30, "clipmodel"]], "clip_image_encode": [[30, "clip-image-encode"]], "clip_text_encode": [[30, "clip-text-encode"]], "clip_predict": [[30, "clip-predict"]], "imgutils.generic.enhance": [[31, "module-imgutils.generic.enhance"]], "ImageEnhancer": [[31, "imageenhancer"]], "imgutils.generic": [[32, "module-imgutils.generic"]], "imgutils.generic.siglip": [[33, "module-imgutils.generic.siglip"]], "SigLIPModel": [[33, "siglipmodel"]], "siglip_image_encode": [[33, "siglip-image-encode"]], "siglip_text_encode": [[33, "siglip-text-encode"]], "siglip_predict": [[33, "siglip-predict"]], "imgutils.generic.yolo": [[34, "module-imgutils.generic.yolo"]], "YOLOModel": [[34, "yolomodel"]], "yolo_predict": [[34, "yolo-predict"]], "imgutils.metadata.geninfo": [[35, "module-imgutils.metadata.geninfo"]], "read_geninfo_parameters": [[35, "read-geninfo-parameters"]], "read_geninfo_exif": [[35, "read-geninfo-exif"]], "read_geninfo_gif": [[35, "read-geninfo-gif"]], "write_geninfo_parameters": [[35, "write-geninfo-parameters"]], "write_geninfo_exif": [[35, "write-geninfo-exif"]], "write_geninfo_gif": [[35, "write-geninfo-gif"]], "imgutils.metadata": [[36, "module-imgutils.metadata"]], "imgutils.metadata.lsb": [[37, "module-imgutils.metadata.lsb"]], "read_lsb_raw_bytes": [[37, "read-lsb-raw-bytes"]], "read_lsb_metadata": [[37, "read-lsb-metadata"]], "write_lsb_raw_bytes": [[37, "write-lsb-raw-bytes"]], "write_lsb_metadata": [[37, "write-lsb-metadata"]], "LSBReadError": [[37, "lsbreaderror"]], "LSBExtractor": [[37, "lsbextractor"]], "ImageLsbDataExtractor": [[37, "imagelsbdataextractor"]], "serialize_pnginfo": [[37, "serialize-pnginfo"]], "serialize_json": [[37, "serialize-json"]], "inject_data": [[37, "inject-data"]], "imgutils.metrics.aesthetic": [[38, "module-imgutils.metrics.aesthetic"]], "get_aesthetic_score": [[38, "get-aesthetic-score"]], "imgutils.metrics.ccip": [[39, "module-imgutils.metrics.ccip"]], "ccip_extract_feature": [[39, "ccip-extract-feature"]], "ccip_batch_extract_features": [[39, "ccip-batch-extract-features"]], "ccip_default_threshold": [[39, "ccip-default-threshold"]], "ccip_difference": [[39, "ccip-difference"]], "ccip_same": [[39, "ccip-same"]], "ccip_batch_differences": [[39, "ccip-batch-differences"]], "ccip_batch_same": [[39, "ccip-batch-same"]], "ccip_default_clustering_params": [[39, "ccip-default-clustering-params"]], "ccip_clustering": [[39, "ccip-clustering"]], "ccip_merge": [[39, "ccip-merge"]], "imgutils.metrics.dbaesthetic": [[40, "module-imgutils.metrics.dbaesthetic"]], "anime_dbaesthetic": [[40, "anime-dbaesthetic"]], "imgutils.metrics": [[41, "module-imgutils.metrics"]], "imgutils.metrics.laplacian": [[42, "module-imgutils.metrics.laplacian"]], "laplacian_score": [[42, "laplacian-score"]], "imgutils.metrics.lpips": [[43, "module-imgutils.metrics.lpips"]], "lpips_extract_feature": [[43, "lpips-extract-feature"]], "lpips_difference": [[43, "lpips-difference"]], "lpips_clustering": [[43, "lpips-clustering"]], "imgutils.metrics.psnr_": [[44, "module-imgutils.metrics.psnr_"]], "psnr": [[44, "id1"]], "imgutils.ocr": [[45, "module-imgutils.ocr"]], "detect_text_with_ocr": [[45, "detect-text-with-ocr"]], "ocr": [[45, "ocr"]], "list_det_models": [[45, "list-det-models"]], "list_rec_models": [[45, "list-rec-models"]], "imgutils.operate.align": [[46, "module-imgutils.operate.align"]], "align_maxsize": [[46, "align-maxsize"]], "imgutils.operate.censor_": [[47, "module-imgutils.operate.censor_"]], "censor_areas": [[47, "censor-areas"]], "censor_nsfw": [[47, "censor-nsfw"]], "BaseCensor": [[47, "basecensor"]], "ColorCensor": [[47, "colorcensor"]], "BlurCensor": [[47, "blurcensor"]], "PixelateCensor": [[47, "pixelatecensor"]], "register_censor_method": [[47, "register-censor-method"]], "imgutils.operate.imgcensor": [[48, "module-imgutils.operate.imgcensor"]], "ImageBasedCensor": [[48, "imagebasedcensor"]], "EmojiBasedCensor": [[48, "emojibasedcensor"]], "SingleImage": [[48, "singleimage"]], "imgutils.operate": [[49, "module-imgutils.operate"]], "imgutils.operate.squeeze": [[50, "module-imgutils.operate.squeeze"]], "squeeze": [[50, "squeeze"]], "squeeze_with_transparency": [[50, "squeeze-with-transparency"]], "imgutils.pose.dwpose": [[51, "module-imgutils.pose.dwpose"]], "dwpose_estimate": [[51, "dwpose-estimate"]], "imgutils.pose.format": [[52, "module-imgutils.pose.format"]], "OP18KeyPointSet": [[52, "op18keypointset"]], "OpenPose18": [[52, "openpose18"]], "OP18_BODY_MAX": [[52, "op18-body-max"]], "OP18_BODY_MIN": [[52, "op18-body-min"]], "OP18_FACE_MAX": [[52, "op18-face-max"]], "OP18_FACE_MIN": [[52, "op18-face-min"]], "OP18_LEFT_FOOT_MAX": [[52, "op18-left-foot-max"]], "OP18_LEFT_FOOT_MIN": [[52, "op18-left-foot-min"]], "OP18_LEFT_HAND_MAX": [[52, "op18-left-hand-max"]], "OP18_LEFT_HAND_MIN": [[52, "op18-left-hand-min"]], "OP18_RIGHT_FOOT_MAX": [[52, "op18-right-foot-max"]], "OP18_RIGHT_FOOT_MIN": [[52, "op18-right-foot-min"]], "OP18_RIGHT_HAND_MAX": [[52, "op18-right-hand-max"]], "OP18_RIGHT_HAND_MIN": [[52, "op18-right-hand-min"]], "imgutils.pose": [[53, "module-imgutils.pose"]], "imgutils.pose.visual": [[54, "module-imgutils.pose.visual"]], "op18_visualize": [[54, "op18-visualize"]], "imgutils.preprocess.base": [[55, "module-imgutils.preprocess.base"]], "NotParseTarget": [[55, "notparsetarget"]], "imgutils.preprocess": [[56, "module-imgutils.preprocess"]], "imgutils.preprocess.pillow": [[57, "module-imgutils.preprocess.pillow"]], "register_pillow_transform": [[57, "register-pillow-transform"]], "register_pillow_parse": [[57, "register-pillow-parse"]], "create_pillow_transforms": [[57, "create-pillow-transforms"]], "parse_pillow_transforms": [[57, "parse-pillow-transforms"]], "imgutils.preprocess.torchvision": [[58, "module-imgutils.preprocess.torchvision"]], "register_torchvision_transform": [[58, "register-torchvision-transform"]], "register_torchvision_parse": [[58, "register-torchvision-parse"]], "create_torchvision_transforms": [[58, "create-torchvision-transforms"]], "parse_torchvision_transforms": [[58, "parse-torchvision-transforms"]], "imgutils.preprocess.transformers": [[59, "module-imgutils.preprocess.transformers"]], "register_creators_for_transformers": [[59, "register-creators-for-transformers"]], "NotProcessorTypeError": [[59, "notprocessortypeerror"]], "create_transforms_from_transformers": [[59, "create-transforms-from-transformers"]], "is_valid_size_dict": [[59, "is-valid-size-dict"]], "convert_to_size_dict": [[59, "convert-to-size-dict"]], "get_size_dict": [[59, "get-size-dict"]], "create_clip_transforms": [[59, "create-clip-transforms"]], "create_transforms_from_clip_processor": [[59, "create-transforms-from-clip-processor"]], "create_convnext_transforms": [[59, "create-convnext-transforms"]], "create_transforms_from_convnext_processor": [[59, "create-transforms-from-convnext-processor"]], "create_vit_transforms": [[59, "create-vit-transforms"]], "create_transforms_from_vit_processor": [[59, "create-transforms-from-vit-processor"]], "create_siglip_transforms": [[59, "create-siglip-transforms"]], "create_transforms_from_siglip_processor": [[59, "create-transforms-from-siglip-processor"]], "create_bit_transforms": [[59, "create-bit-transforms"]], "create_transforms_from_bit_processor": [[59, "create-transforms-from-bit-processor"]], "create_blip_transforms": [[59, "create-blip-transforms"]], "create_transforms_from_blip_processor": [[59, "create-transforms-from-blip-processor"]], "create_mobilenetv2_transforms": [[59, "create-mobilenetv2-transforms"]], "create_transforms_from_mobilenetv2_processor": [[59, "create-transforms-from-mobilenetv2-processor"]], "imgutils.resource.background": [[60, "module-imgutils.resource.background"]], "BackgroundImageSet": [[60, "backgroundimageset"]], "list_bg_image_files": [[60, "list-bg-image-files"]], "get_bg_image_file": [[60, "get-bg-image-file"]], "get_bg_image": [[60, "get-bg-image"]], "random_bg_image_file": [[60, "random-bg-image-file"]], "random_bg_image": [[60, "random-bg-image"]], "imgutils.resource": [[61, "module-imgutils.resource"]], "imgutils.restore.adversarial": [[62, "module-imgutils.restore.adversarial"]], "remove_adversarial_noise": [[62, "remove-adversarial-noise"]], "imgutils.restore": [[63, "module-imgutils.restore"]], "imgutils.restore.nafnet": [[64, "module-imgutils.restore.nafnet"]], "restore_with_nafnet": [[64, "restore-with-nafnet"]], "imgutils.restore.scunet": [[65, "module-imgutils.restore.scunet"]], "restore_with_scunet": [[65, "restore-with-scunet"]], "imgutils.sd": [[66, "module-imgutils.sd"]], "imgutils.sd.metadata": [[67, "module-imgutils.sd.metadata"]], "SDMetaData": [[67, "sdmetadata"]], "parse_sdmeta_from_text": [[67, "parse-sdmeta-from-text"]], "get_sdmeta_from_image": [[67, "get-sdmeta-from-image"]], "save_image_with_sdmeta": [[67, "save-image-with-sdmeta"]], "imgutils.sd.model": [[68, "module-imgutils.sd.model"]], "read_metadata": [[68, "read-metadata"]], "save_with_metadata": [[68, "save-with-metadata"]], "imgutils.sd.nai": [[69, "module-imgutils.sd.nai"]], "NAIMetaData": [[69, "naimetadata"]], "NAIMetadata": [[69, "id1"]], "get_naimeta_from_image": [[69, "get-naimeta-from-image"]], "add_naimeta_to_image": [[69, "add-naimeta-to-image"]], "save_image_with_naimeta": [[69, "save-image-with-naimeta"]], "imgutils.segment": [[70, "module-imgutils.segment"]], "imgutils.segment.isnetis": [[71, "module-imgutils.segment.isnetis"]], "get_isnetis_mask": [[71, "get-isnetis-mask"]], "segment_with_isnetis": [[71, "segment-with-isnetis"]], "segment_rgba_with_isnetis": [[71, "segment-rgba-with-isnetis"]], "imgutils.tagging.blacklist": [[72, "module-imgutils.tagging.blacklist"]], "is_blacklisted": [[72, "is-blacklisted"]], "drop_blacklisted_tags": [[72, "drop-blacklisted-tags"]], "imgutils.tagging.character": [[73, "module-imgutils.tagging.character"]], "CHAR_WHITELIST_SUFFIX": [[73, "char-whitelist-suffix"]], "CHAR_WHITELIST_PREFIX": [[73, "char-whitelist-prefix"]], "CHAR_WHITELIST_WORD": [[73, "char-whitelist-word"]], "CHAR_SUFFIXES": [[73, "char-suffixes"]], "CHAR_PREFIXES": [[73, "char-prefixes"]], "CharacterTagPool": [[73, "charactertagpool"]], "is_basic_character_tag": [[73, "is-basic-character-tag"]], "drop_basic_character_tags": [[73, "drop-basic-character-tags"]], "imgutils.tagging.deepdanbooru": [[74, "module-imgutils.tagging.deepdanbooru"]], "get_deepdanbooru_tags": [[74, "get-deepdanbooru-tags"]], "imgutils.tagging.deepgelbooru": [[75, "module-imgutils.tagging.deepgelbooru"]], "get_deepgelbooru_tags": [[75, "get-deepgelbooru-tags"]], "imgutils.tagging.format": [[76, "module-imgutils.tagging.format"]], "add_underline": [[76, "add-underline"]], "remove_underline": [[76, "remove-underline"]], "tags_to_text": [[76, "tags-to-text"]], "imgutils.tagging": [[77, "module-imgutils.tagging"]], "imgutils.tagging.match": [[78, "module-imgutils.tagging.match"]], "tag_match_suffix": [[78, "tag-match-suffix"]], "tag_match_prefix": [[78, "tag-match-prefix"]], "tag_match_full": [[78, "tag-match-full"]], "imgutils.tagging.mldanbooru": [[79, "module-imgutils.tagging.mldanbooru"]], "get_mldanbooru_tags": [[79, "get-mldanbooru-tags"]], "imgutils.tagging.order": [[80, "module-imgutils.tagging.order"]], "sort_tags": [[80, "sort-tags"]], "imgutils.tagging.overlap": [[81, "module-imgutils.tagging.overlap"]], "drop_overlap_tags": [[81, "drop-overlap-tags"]], "imgutils.tagging.wd14": [[82, "module-imgutils.tagging.wd14"]], "get_wd14_tags": [[82, "get-wd14-tags"]], "convert_wd14_emb_to_prediction": [[82, "convert-wd14-emb-to-prediction"]], "denormalize_wd14_emb": [[82, "denormalize-wd14-emb"]], "imgutils.upscale.cdc": [[83, "module-imgutils.upscale.cdc"]], "upscale_with_cdc": [[83, "upscale-with-cdc"]], "imgutils.upscale": [[84, "module-imgutils.upscale"]], "imgutils.utils.cache": [[85, "module-imgutils.utils.cache"]], "ts_lru_cache": [[85, "ts-lru-cache"]], "imgutils.utils.func": [[86, "module-imgutils.utils.func"]], "sigmoid": [[86, "sigmoid"]], "imgutils.utils": [[87, "module-imgutils.utils"]], "imgutils.utils.onnxruntime": [[88, "module-imgutils.utils.onnxruntime"]], "get_onnx_provider": [[88, "get-onnx-provider"]], "open_onnx_model": [[88, "open-onnx-model"]], "imgutils.validate.aicheck": [[89, "module-imgutils.validate.aicheck"]], "get_ai_created_score": [[89, "get-ai-created-score"]], "is_ai_created": [[89, "is-ai-created"]], "imgutils.validate.bangumi_char": [[90, "module-imgutils.validate.bangumi_char"]], "anime_bangumi_char_score": [[90, "anime-bangumi-char-score"]], "anime_bangumi_char": [[90, "anime-bangumi-char"]], "imgutils.validate.classify": [[91, "module-imgutils.validate.classify"]], "anime_classify_score": [[91, "anime-classify-score"]], "anime_classify": [[91, "anime-classify"]], "imgutils.validate.color": [[92, "module-imgutils.validate.color"]], "is_greyscale": [[92, "is-greyscale"]], "imgutils.validate.completeness": [[93, "module-imgutils.validate.completeness"]], "anime_completeness_score": [[93, "anime-completeness-score"]], "anime_completeness": [[93, "anime-completeness"]], "imgutils.validate.dbrating": [[94, "module-imgutils.validate.dbrating"]], "anime_dbrating_score": [[94, "anime-dbrating-score"]], "anime_dbrating": [[94, "anime-dbrating"]], "imgutils.validate.furry": [[95, "module-imgutils.validate.furry"]], "anime_furry_score": [[95, "anime-furry-score"]], "anime_furry": [[95, "anime-furry"]], "imgutils.validate": [[96, "module-imgutils.validate"]], "imgutils.validate.monochrome": [[97, "module-imgutils.validate.monochrome"]], "get_monochrome_score": [[97, "get-monochrome-score"]], "is_monochrome": [[97, "is-monochrome"]], "imgutils.validate.nsfw": [[98, "module-imgutils.validate.nsfw"]], "nsfw_pred_score": [[98, "nsfw-pred-score"]], "nsfw_pred": [[98, "nsfw-pred"]], "imgutils.validate.portrait": [[99, "module-imgutils.validate.portrait"]], "anime_portrait_score": [[99, "anime-portrait-score"]], "anime_portrait": [[99, "anime-portrait"]], "imgutils.validate.rating": [[100, "module-imgutils.validate.rating"]], "anime_rating_score": [[100, "anime-rating-score"]], "anime_rating": [[100, "anime-rating"]], "imgutils.validate.real": [[101, "module-imgutils.validate.real"]], "anime_real_score": [[101, "anime-real-score"]], "anime_real": [[101, "anime-real"]], "imgutils.validate.safe": [[102, "module-imgutils.validate.safe"]], "safe_check_score": [[102, "safe-check-score"]], "safe_check": [[102, "safe-check"]], "imgutils.validate.style_age": [[103, "module-imgutils.validate.style_age"]], "anime_style_age_score": [[103, "anime-style-age-score"]], "anime_style_age": [[103, "anime-style-age"]], "imgutils.validate.teen": [[104, "module-imgutils.validate.teen"]], "anime_teen_score": [[104, "anime-teen-score"]], "anime_teen": [[104, "anime-teen"]], "imgutils.validate.truncate": [[105, "module-imgutils.validate.truncate"]], "is_truncated_file": [[105, "is-truncated-file"]], "Welcome to imgutils\u2019s Documentation": [[106, "welcome-to-imgutils-s-documentation"]], "Overview": [[106, "overview"]], "Tutorials": [[106, null]], "Information": [[106, null]], "API Documentation": [[106, null]], "Run Environment Information": [[107, "Run-Environment-Information"], [108, "Run-Environment-Information"]], "Installation": [[109, "installation"]], "Quick Start": [[110, "quick-start"]]}, "indexentries": {"ascii_drawing() (in module imgutils.ascii.drawing)": [[0, "imgutils.ascii.drawing.ascii_drawing"]], "imgutils.ascii.drawing": [[0, "module-imgutils.ascii.drawing"]], "module": [[0, "module-imgutils.ascii.drawing"], [1, "module-imgutils.ascii"], [2, "module-imgutils.config"], [3, "module-imgutils.config.meta"], [4, "module-imgutils.data.background"], [5, "module-imgutils.data.blob"], [6, "module-imgutils.data.decode"], [7, "module-imgutils.data.encode"], [8, "module-imgutils.data.image"], [9, "module-imgutils.data"], [10, "module-imgutils.data.layer"], [11, "module-imgutils.data.url"], [12, "module-imgutils.detect.booru_yolo"], [13, "module-imgutils.detect.censor"], [14, "module-imgutils.detect.eye"], [15, "module-imgutils.detect.face"], [16, "module-imgutils.detect.halfbody"], [17, "module-imgutils.detect.hand"], [18, "module-imgutils.detect.head"], [19, "module-imgutils.detect"], [20, "module-imgutils.detect.nudenet"], [21, "module-imgutils.detect.person"], [22, "module-imgutils.detect.similarity"], [23, "module-imgutils.detect.text"], [24, "module-imgutils.detect.visual"], [25, "module-imgutils.edge.canny"], [26, "module-imgutils.edge"], [27, "module-imgutils.edge.lineart"], [28, "module-imgutils.edge.lineart_anime"], [29, "module-imgutils.generic.classify"], [30, "module-imgutils.generic.clip"], [31, "module-imgutils.generic.enhance"], [32, "module-imgutils.generic"], [33, "module-imgutils.generic.siglip"], [34, "module-imgutils.generic.yolo"], [35, "module-imgutils.metadata.geninfo"], [36, "module-imgutils.metadata"], [37, "module-imgutils.metadata.lsb"], [38, "module-imgutils.metrics.aesthetic"], [39, "module-imgutils.metrics.ccip"], [40, "module-imgutils.metrics.dbaesthetic"], [41, "module-imgutils.metrics"], [42, "module-imgutils.metrics.laplacian"], [43, "module-imgutils.metrics.lpips"], [44, "module-imgutils.metrics.psnr_"], [45, "module-imgutils.ocr"], [46, "module-imgutils.operate.align"], [47, "module-imgutils.operate.censor_"], [48, "module-imgutils.operate.imgcensor"], [49, "module-imgutils.operate"], [50, "module-imgutils.operate.squeeze"], [51, "module-imgutils.pose.dwpose"], [52, "module-imgutils.pose.format"], [53, "module-imgutils.pose"], [54, "module-imgutils.pose.visual"], [55, "module-imgutils.preprocess.base"], [56, "module-imgutils.preprocess"], [57, "module-imgutils.preprocess.pillow"], [58, "module-imgutils.preprocess.torchvision"], [59, "module-imgutils.preprocess.transformers"], [60, "module-imgutils.resource.background"], [61, "module-imgutils.resource"], [62, "module-imgutils.restore.adversarial"], [63, "module-imgutils.restore"], [64, "module-imgutils.restore.nafnet"], [65, "module-imgutils.restore.scunet"], [66, "module-imgutils.sd"], [67, "module-imgutils.sd.metadata"], [68, "module-imgutils.sd.model"], [69, "module-imgutils.sd.nai"], [70, "module-imgutils.segment"], [71, "module-imgutils.segment.isnetis"], [72, "module-imgutils.tagging.blacklist"], [73, "module-imgutils.tagging.character"], [74, "module-imgutils.tagging.deepdanbooru"], [75, "module-imgutils.tagging.deepgelbooru"], [76, "module-imgutils.tagging.format"], [77, "module-imgutils.tagging"], [78, "module-imgutils.tagging.match"], [79, "module-imgutils.tagging.mldanbooru"], [80, "module-imgutils.tagging.order"], [81, "module-imgutils.tagging.overlap"], [82, "module-imgutils.tagging.wd14"], [83, "module-imgutils.upscale.cdc"], [84, "module-imgutils.upscale"], [85, "module-imgutils.utils.cache"], [86, "module-imgutils.utils.func"], [87, "module-imgutils.utils"], [88, "module-imgutils.utils.onnxruntime"], [89, "module-imgutils.validate.aicheck"], [90, "module-imgutils.validate.bangumi_char"], [91, "module-imgutils.validate.classify"], [92, "module-imgutils.validate.color"], [93, "module-imgutils.validate.completeness"], [94, "module-imgutils.validate.dbrating"], [95, "module-imgutils.validate.furry"], [96, "module-imgutils.validate"], [97, "module-imgutils.validate.monochrome"], [98, "module-imgutils.validate.nsfw"], [99, "module-imgutils.validate.portrait"], [100, "module-imgutils.validate.rating"], [101, "module-imgutils.validate.real"], [102, "module-imgutils.validate.safe"], [103, "module-imgutils.validate.style_age"], [104, "module-imgutils.validate.teen"], [105, "module-imgutils.validate.truncate"]], "imgutils.ascii": [[1, "module-imgutils.ascii"]], "imgutils.config": [[2, "module-imgutils.config"]], "__author_email__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__AUTHOR_EMAIL__"]], "__author__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__AUTHOR__"]], "__description__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__DESCRIPTION__"]], "__title__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__TITLE__"]], "__version__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__VERSION__"]], "imgutils.config.meta": [[3, "module-imgutils.config.meta"]], "grid_background() (in module imgutils.data.background)": [[4, "imgutils.data.background.grid_background"]], "grid_transparent() (in module imgutils.data.background)": [[4, "imgutils.data.background.grid_transparent"]], "imgutils.data.background": [[4, "module-imgutils.data.background"]], "imgutils.data.blob": [[5, "module-imgutils.data.blob"]], "is_valid_image_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.is_valid_image_blob_url"]], "load_image_from_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.load_image_from_blob_url"]], "to_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.to_blob_url"]], "imgutils.data.decode": [[6, "module-imgutils.data.decode"]], "rgb_decode() (in module imgutils.data.decode)": [[6, "imgutils.data.decode.rgb_decode"]], "imgutils.data.encode": [[7, "module-imgutils.data.encode"]], "rgb_encode() (in module imgutils.data.encode)": [[7, "imgutils.data.encode.rgb_encode"]], "has_alpha_channel() (in module imgutils.data.image)": [[8, "imgutils.data.image.has_alpha_channel"]], "imgutils.data.image": [[8, "module-imgutils.data.image"]], "load_image() (in module imgutils.data.image)": [[8, "imgutils.data.image.load_image"]], "load_images() (in module imgutils.data.image)": [[8, "imgutils.data.image.load_images"]], "imgutils.data": [[9, "module-imgutils.data"]], "imgutils.data.layer": [[10, "module-imgutils.data.layer"]], "istack() (in module imgutils.data.layer)": [[10, "imgutils.data.layer.istack"]], "download_image_from_url() (in module imgutils.data.url)": [[11, "imgutils.data.url.download_image_from_url"]], "imgutils.data.url": [[11, "module-imgutils.data.url"]], "is_http_url() (in module imgutils.data.url)": [[11, "imgutils.data.url.is_http_url"]], "detect_with_booru_yolo() (in module imgutils.detect.booru_yolo)": [[12, "imgutils.detect.booru_yolo.detect_with_booru_yolo"]], "imgutils.detect.booru_yolo": [[12, "module-imgutils.detect.booru_yolo"]], "detect_censors() (in module imgutils.detect.censor)": [[13, "imgutils.detect.censor.detect_censors"]], "imgutils.detect.censor": [[13, "module-imgutils.detect.censor"]], "detect_eyes() (in module imgutils.detect.eye)": [[14, "imgutils.detect.eye.detect_eyes"]], "imgutils.detect.eye": [[14, "module-imgutils.detect.eye"]], "detect_faces() (in module imgutils.detect.face)": [[15, "imgutils.detect.face.detect_faces"]], "imgutils.detect.face": [[15, "module-imgutils.detect.face"]], "detect_halfbody() (in module imgutils.detect.halfbody)": [[16, "imgutils.detect.halfbody.detect_halfbody"]], "imgutils.detect.halfbody": [[16, "module-imgutils.detect.halfbody"]], "detect_hands() (in module imgutils.detect.hand)": [[17, "imgutils.detect.hand.detect_hands"]], "imgutils.detect.hand": [[17, "module-imgutils.detect.hand"]], "detect_heads() (in module imgutils.detect.head)": [[18, "imgutils.detect.head.detect_heads"]], "imgutils.detect.head": [[18, "module-imgutils.detect.head"]], "imgutils.detect": [[19, "module-imgutils.detect"]], "detect_with_nudenet() (in module imgutils.detect.nudenet)": [[20, "imgutils.detect.nudenet.detect_with_nudenet"]], "imgutils.detect.nudenet": [[20, "module-imgutils.detect.nudenet"]], "detect_person() (in module imgutils.detect.person)": [[21, "imgutils.detect.person.detect_person"]], "imgutils.detect.person": [[21, "module-imgutils.detect.person"]], "bboxes_similarity() (in module imgutils.detect.similarity)": [[22, "imgutils.detect.similarity.bboxes_similarity"]], "calculate_iou() (in module imgutils.detect.similarity)": [[22, "imgutils.detect.similarity.calculate_iou"]], "detection_similarity() (in module imgutils.detect.similarity)": [[22, "imgutils.detect.similarity.detection_similarity"]], "imgutils.detect.similarity": [[22, "module-imgutils.detect.similarity"]], "detect_text() (in module imgutils.detect.text)": [[23, "imgutils.detect.text.detect_text"]], "imgutils.detect.text": [[23, "module-imgutils.detect.text"]], "detection_visualize() (in module imgutils.detect.visual)": [[24, "imgutils.detect.visual.detection_visualize"]], "imgutils.detect.visual": [[24, "module-imgutils.detect.visual"]], "edge_image_with_canny() (in module imgutils.edge.canny)": [[25, "imgutils.edge.canny.edge_image_with_canny"]], "get_edge_by_canny() (in module imgutils.edge.canny)": [[25, "imgutils.edge.canny.get_edge_by_canny"]], "imgutils.edge.canny": [[25, "module-imgutils.edge.canny"]], "imgutils.edge": [[26, "module-imgutils.edge"]], "edge_image_with_lineart() (in module imgutils.edge.lineart)": [[27, "imgutils.edge.lineart.edge_image_with_lineart"]], "get_edge_by_lineart() (in module imgutils.edge.lineart)": [[27, "imgutils.edge.lineart.get_edge_by_lineart"]], "imgutils.edge.lineart": [[27, "module-imgutils.edge.lineart"]], "edge_image_with_lineart_anime() (in module imgutils.edge.lineart_anime)": [[28, "imgutils.edge.lineart_anime.edge_image_with_lineart_anime"]], "get_edge_by_lineart_anime() (in module imgutils.edge.lineart_anime)": [[28, "imgutils.edge.lineart_anime.get_edge_by_lineart_anime"]], "imgutils.edge.lineart_anime": [[28, "module-imgutils.edge.lineart_anime"]], "classifymodel (class in imgutils.generic.classify)": [[29, "imgutils.generic.classify.ClassifyModel"]], "__init__() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.__init__"]], "classify_predict() (in module imgutils.generic.classify)": [[29, "imgutils.generic.classify.classify_predict"]], "classify_predict_fmt() (in module imgutils.generic.classify)": [[29, "imgutils.generic.classify.classify_predict_fmt"]], "classify_predict_score() (in module imgutils.generic.classify)": [[29, "imgutils.generic.classify.classify_predict_score"]], "clear() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.clear"]], "imgutils.generic.classify": [[29, "module-imgutils.generic.classify"]], "launch_demo() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.launch_demo"]], "make_ui() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.make_ui"]], "predict() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.predict"]], "predict_fmt() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.predict_fmt"]], "predict_score() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.predict_score"]], "clipmodel (class in imgutils.generic.clip)": [[30, "imgutils.generic.clip.CLIPModel"]], "__init__() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.__init__"]], "clear() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.clear"]], "clip_image_encode() (in module imgutils.generic.clip)": [[30, "imgutils.generic.clip.clip_image_encode"]], "clip_predict() (in module imgutils.generic.clip)": [[30, "imgutils.generic.clip.clip_predict"]], "clip_text_encode() (in module imgutils.generic.clip)": [[30, "imgutils.generic.clip.clip_text_encode"]], "image_encode() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.image_encode"]], "imgutils.generic.clip": [[30, "module-imgutils.generic.clip"]], "launch_demo() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.launch_demo"]], "make_ui() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.make_ui"]], "predict() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.predict"]], "text_encode() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.text_encode"]], "imageenhancer (class in imgutils.generic.enhance)": [[31, "imgutils.generic.enhance.ImageEnhancer"]], "__init__() (imgutils.generic.enhance.imageenhancer method)": [[31, "imgutils.generic.enhance.ImageEnhancer.__init__"]], "imgutils.generic.enhance": [[31, "module-imgutils.generic.enhance"]], "process() (imgutils.generic.enhance.imageenhancer method)": [[31, "imgutils.generic.enhance.ImageEnhancer.process"]], "imgutils.generic": [[32, "module-imgutils.generic"]], "siglipmodel (class in imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.SigLIPModel"]], "__init__() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.__init__"]], "clear() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.clear"]], "image_encode() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.image_encode"]], "imgutils.generic.siglip": [[33, "module-imgutils.generic.siglip"]], "launch_demo() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.launch_demo"]], "make_ui() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.make_ui"]], "predict() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.predict"]], "siglip_image_encode() (in module imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.siglip_image_encode"]], "siglip_predict() (in module imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.siglip_predict"]], "siglip_text_encode() (in module imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.siglip_text_encode"]], "text_encode() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.text_encode"]], "yolomodel (class in imgutils.generic.yolo)": [[34, "imgutils.generic.yolo.YOLOModel"]], "__init__() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.__init__"]], "clear() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.clear"]], "imgutils.generic.yolo": [[34, "module-imgutils.generic.yolo"]], "launch_demo() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.launch_demo"]], "make_ui() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.make_ui"]], "predict() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.predict"]], "yolo_predict() (in module imgutils.generic.yolo)": [[34, "imgutils.generic.yolo.yolo_predict"]], "imgutils.metadata.geninfo": [[35, "module-imgutils.metadata.geninfo"]], "read_geninfo_exif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.read_geninfo_exif"]], "read_geninfo_gif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.read_geninfo_gif"]], "read_geninfo_parameters() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.read_geninfo_parameters"]], "write_geninfo_exif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.write_geninfo_exif"]], "write_geninfo_gif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.write_geninfo_gif"]], "write_geninfo_parameters() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.write_geninfo_parameters"]], "imgutils.metadata": [[36, "module-imgutils.metadata"]], "imagelsbdataextractor (class in imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.ImageLsbDataExtractor"]], "lsbextractor (class in imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.LSBExtractor"]], "lsbreaderror (class in imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.LSBReadError"]], "__init__() (imgutils.metadata.lsb.imagelsbdataextractor method)": [[37, "imgutils.metadata.lsb.ImageLsbDataExtractor.__init__"]], "__init__() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.__init__"]], "extract_data() (imgutils.metadata.lsb.imagelsbdataextractor method)": [[37, "imgutils.metadata.lsb.ImageLsbDataExtractor.extract_data"]], "get_next_n_bytes() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.get_next_n_bytes"]], "get_one_byte() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.get_one_byte"]], "imgutils.metadata.lsb": [[37, "module-imgutils.metadata.lsb"]], "inject_data() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.inject_data"]], "read_32bit_integer() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.read_32bit_integer"]], "read_lsb_metadata() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.read_lsb_metadata"]], "read_lsb_raw_bytes() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.read_lsb_raw_bytes"]], "serialize_json() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.serialize_json"]], "serialize_pnginfo() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.serialize_pnginfo"]], "write_lsb_metadata() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.write_lsb_metadata"]], "write_lsb_raw_bytes() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.write_lsb_raw_bytes"]], "get_aesthetic_score() (in module imgutils.metrics.aesthetic)": [[38, "imgutils.metrics.aesthetic.get_aesthetic_score"]], "imgutils.metrics.aesthetic": [[38, "module-imgutils.metrics.aesthetic"]], "ccip_batch_differences() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_batch_differences"]], "ccip_batch_extract_features() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_batch_extract_features"]], "ccip_batch_same() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_batch_same"]], "ccip_clustering() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_clustering"]], "ccip_default_clustering_params() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_default_clustering_params"]], "ccip_default_threshold() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_default_threshold"]], "ccip_difference() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_difference"]], "ccip_extract_feature() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_extract_feature"]], "ccip_merge() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_merge"]], "ccip_same() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_same"]], "imgutils.metrics.ccip": [[39, "module-imgutils.metrics.ccip"]], "anime_dbaesthetic() (in module imgutils.metrics.dbaesthetic)": [[40, "imgutils.metrics.dbaesthetic.anime_dbaesthetic"]], "imgutils.metrics.dbaesthetic": [[40, "module-imgutils.metrics.dbaesthetic"]], "imgutils.metrics": [[41, "module-imgutils.metrics"]], "imgutils.metrics.laplacian": [[42, "module-imgutils.metrics.laplacian"]], "laplacian_score() (in module imgutils.metrics.laplacian)": [[42, "imgutils.metrics.laplacian.laplacian_score"]], "imgutils.metrics.lpips": [[43, "module-imgutils.metrics.lpips"]], "lpips_clustering() (in module imgutils.metrics.lpips)": [[43, "imgutils.metrics.lpips.lpips_clustering"]], "lpips_difference() (in module imgutils.metrics.lpips)": [[43, "imgutils.metrics.lpips.lpips_difference"]], "lpips_extract_feature() (in module imgutils.metrics.lpips)": [[43, "imgutils.metrics.lpips.lpips_extract_feature"]], "imgutils.metrics.psnr_": [[44, "module-imgutils.metrics.psnr_"]], "psnr() (in module imgutils.metrics.psnr_)": [[44, "imgutils.metrics.psnr_.psnr"]], "detect_text_with_ocr() (in module imgutils.ocr)": [[45, "imgutils.ocr.detect_text_with_ocr"]], "imgutils.ocr": [[45, "module-imgutils.ocr"]], "list_det_models() (in module imgutils.ocr)": [[45, "imgutils.ocr.list_det_models"]], "list_rec_models() (in module imgutils.ocr)": [[45, "imgutils.ocr.list_rec_models"]], "ocr() (in module imgutils.ocr)": [[45, "imgutils.ocr.ocr"]], "align_maxsize() (in module imgutils.operate.align)": [[46, "imgutils.operate.align.align_maxsize"]], "imgutils.operate.align": [[46, "module-imgutils.operate.align"]], "basecensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.BaseCensor"]], "blurcensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.BlurCensor"]], "colorcensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.ColorCensor"]], "pixelatecensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.PixelateCensor"]], "censor_area() (imgutils.operate.censor_.basecensor method)": [[47, "imgutils.operate.censor_.BaseCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.blurcensor method)": [[47, "imgutils.operate.censor_.BlurCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.colorcensor method)": [[47, "imgutils.operate.censor_.ColorCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.pixelatecensor method)": [[47, "imgutils.operate.censor_.PixelateCensor.censor_area"]], "censor_areas() (in module imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.censor_areas"]], "censor_nsfw() (in module imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.censor_nsfw"]], "imgutils.operate.censor_": [[47, "module-imgutils.operate.censor_"]], "register_censor_method() (in module imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.register_censor_method"]], "emojibasedcensor (class in imgutils.operate.imgcensor)": [[48, "imgutils.operate.imgcensor.EmojiBasedCensor"]], "imagebasedcensor (class in imgutils.operate.imgcensor)": [[48, "imgutils.operate.imgcensor.ImageBasedCensor"]], "singleimage (class in imgutils.operate.imgcensor)": [[48, "imgutils.operate.imgcensor.SingleImage"]], "__init__() (imgutils.operate.imgcensor.singleimage method)": [[48, "imgutils.operate.imgcensor.SingleImage.__init__"]], "censor_area() (imgutils.operate.imgcensor.emojibasedcensor method)": [[48, "imgutils.operate.imgcensor.EmojiBasedCensor.censor_area"]], "censor_area() (imgutils.operate.imgcensor.imagebasedcensor method)": [[48, "imgutils.operate.imgcensor.ImageBasedCensor.censor_area"]], "find_for_area() (imgutils.operate.imgcensor.singleimage method)": [[48, "imgutils.operate.imgcensor.SingleImage.find_for_area"]], "height (imgutils.operate.imgcensor.singleimage property)": [[48, "imgutils.operate.imgcensor.SingleImage.height"]], "imgutils.operate.imgcensor": [[48, "module-imgutils.operate.imgcensor"]], "width (imgutils.operate.imgcensor.singleimage property)": [[48, "imgutils.operate.imgcensor.SingleImage.width"]], "imgutils.operate": [[49, "module-imgutils.operate"]], "imgutils.operate.squeeze": [[50, "module-imgutils.operate.squeeze"]], "squeeze() (in module imgutils.operate.squeeze)": [[50, "imgutils.operate.squeeze.squeeze"]], "squeeze_with_transparency() (in module imgutils.operate.squeeze)": [[50, "imgutils.operate.squeeze.squeeze_with_transparency"]], "dwpose_estimate() (in module imgutils.pose.dwpose)": [[51, "imgutils.pose.dwpose.dwpose_estimate"]], "imgutils.pose.dwpose": [[51, "module-imgutils.pose.dwpose"]], "left_ankle (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_ANKLE"]], "left_big_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_BIG_TOE"]], "left_ear (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_EAR"]], "left_elbow (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_ELBOW"]], "left_eye (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_EYE"]], "left_heel (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_HEEL"]], "left_hip (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_HIP"]], "left_knee (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_KNEE"]], "left_shoulder (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_SHOULDER"]], "left_small_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_SMALL_TOE"]], "left_wrist (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_WRIST"]], "neck (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.NECK"]], "nose (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.NOSE"]], "op18keypointset (class in imgutils.pose.format)": [[52, "imgutils.pose.format.OP18KeyPointSet"]], "op18_body_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_BODY_MAX"]], "op18_body_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_BODY_MIN"]], "op18_face_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_FACE_MAX"]], "op18_face_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_FACE_MIN"]], "op18_left_foot_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_FOOT_MAX"]], "op18_left_foot_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_FOOT_MIN"]], "op18_left_hand_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_HAND_MAX"]], "op18_left_hand_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_HAND_MIN"]], "op18_right_foot_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_FOOT_MAX"]], "op18_right_foot_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_FOOT_MIN"]], "op18_right_hand_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_HAND_MAX"]], "op18_right_hand_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_HAND_MIN"]], "right_ankle (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_ANKLE"]], "right_big_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_BIG_TOE"]], "right_ear (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_EAR"]], "right_elbow (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_ELBOW"]], "right_eye (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_EYE"]], "right_heel (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_HEEL"]], "right_hip (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_HIP"]], "right_knee (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_KNEE"]], "right_shoulder (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_SHOULDER"]], "right_small_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_SMALL_TOE"]], "right_wrist (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_WRIST"]], "__init__() (imgutils.pose.format.op18keypointset method)": [[52, "imgutils.pose.format.OP18KeyPointSet.__init__"]], "__mul__() (imgutils.pose.format.op18keypointset method)": [[52, "imgutils.pose.format.OP18KeyPointSet.__mul__"]], "__truediv__() (imgutils.pose.format.op18keypointset method)": [[52, "imgutils.pose.format.OP18KeyPointSet.__truediv__"]], "body (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.body"]], "face (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.face"]], "imgutils.pose.format": [[52, "module-imgutils.pose.format"]], "left_foot (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.left_foot"]], "left_hand (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.left_hand"]], "right_foot (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.right_foot"]], "right_hand (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.right_hand"]], "imgutils.pose": [[53, "module-imgutils.pose"]], "imgutils.pose.visual": [[54, "module-imgutils.pose.visual"]], "op18_visualize() (in module imgutils.pose.visual)": [[54, "imgutils.pose.visual.op18_visualize"]], "notparsetarget (class in imgutils.preprocess.base)": [[55, "imgutils.preprocess.base.NotParseTarget"]], "imgutils.preprocess.base": [[55, "module-imgutils.preprocess.base"]], "imgutils.preprocess": [[56, "module-imgutils.preprocess"]], "create_pillow_transforms() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.create_pillow_transforms"]], "imgutils.preprocess.pillow": [[57, "module-imgutils.preprocess.pillow"]], "parse_pillow_transforms() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.parse_pillow_transforms"]], "register_pillow_parse() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.register_pillow_parse"]], "register_pillow_transform() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.register_pillow_transform"]], "create_torchvision_transforms() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.create_torchvision_transforms"]], "imgutils.preprocess.torchvision": [[58, "module-imgutils.preprocess.torchvision"]], "parse_torchvision_transforms() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.parse_torchvision_transforms"]], "register_torchvision_parse() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.register_torchvision_parse"]], "register_torchvision_transform() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.register_torchvision_transform"]], "notprocessortypeerror (class in imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.NotProcessorTypeError"]], "convert_to_size_dict() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.convert_to_size_dict"]], "create_bit_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_bit_transforms"]], "create_blip_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_blip_transforms"]], "create_clip_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_clip_transforms"]], "create_convnext_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_convnext_transforms"]], "create_mobilenetv2_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_mobilenetv2_transforms"]], "create_siglip_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_siglip_transforms"]], "create_transforms_from_bit_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_bit_processor"]], "create_transforms_from_blip_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_blip_processor"]], "create_transforms_from_clip_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_clip_processor"]], "create_transforms_from_convnext_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_convnext_processor"]], "create_transforms_from_mobilenetv2_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_mobilenetv2_processor"]], "create_transforms_from_siglip_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_siglip_processor"]], "create_transforms_from_transformers() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_transformers"]], "create_transforms_from_vit_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_vit_processor"]], "create_vit_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_vit_transforms"]], "get_size_dict() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.get_size_dict"]], "imgutils.preprocess.transformers": [[59, "module-imgutils.preprocess.transformers"]], "is_valid_size_dict() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.is_valid_size_dict"]], "register_creators_for_transformers() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.register_creators_for_transformers"]], "backgroundimageset (class in imgutils.resource.background)": [[60, "imgutils.resource.background.BackgroundImageSet"]], "__init__() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.__init__"]], "get_bg_image() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.get_bg_image"]], "get_bg_image_file() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.get_bg_image_file"]], "get_image() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.get_image"]], "get_image_file() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.get_image_file"]], "imgutils.resource.background": [[60, "module-imgutils.resource.background"]], "list_bg_image_files() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.list_bg_image_files"]], "list_image_files() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.list_image_files"]], "random_bg_image() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.random_bg_image"]], "random_bg_image_file() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.random_bg_image_file"]], "random_image() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.random_image"]], "random_image_file() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.random_image_file"]], "imgutils.resource": [[61, "module-imgutils.resource"]], "imgutils.restore.adversarial": [[62, "module-imgutils.restore.adversarial"]], "remove_adversarial_noise() (in module imgutils.restore.adversarial)": [[62, "imgutils.restore.adversarial.remove_adversarial_noise"]], "imgutils.restore": [[63, "module-imgutils.restore"]], "imgutils.restore.nafnet": [[64, "module-imgutils.restore.nafnet"]], "restore_with_nafnet() (in module imgutils.restore.nafnet)": [[64, "imgutils.restore.nafnet.restore_with_nafnet"]], "imgutils.restore.scunet": [[65, "module-imgutils.restore.scunet"]], "restore_with_scunet() (in module imgutils.restore.scunet)": [[65, "imgutils.restore.scunet.restore_with_scunet"]], "imgutils.sd": [[66, "module-imgutils.sd"]], "sdmetadata (class in imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.SDMetaData"]], "__str__() (imgutils.sd.metadata.sdmetadata method)": [[67, "imgutils.sd.metadata.SDMetaData.__str__"]], "get_sdmeta_from_image() (in module imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.get_sdmeta_from_image"]], "imgutils.sd.metadata": [[67, "module-imgutils.sd.metadata"]], "parse_sdmeta_from_text() (in module imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.parse_sdmeta_from_text"]], "pnginfo (imgutils.sd.metadata.sdmetadata property)": [[67, "imgutils.sd.metadata.SDMetaData.pnginfo"]], "save_image_with_sdmeta() (in module imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.save_image_with_sdmeta"]], "text (imgutils.sd.metadata.sdmetadata property)": [[67, "imgutils.sd.metadata.SDMetaData.text"]], "imgutils.sd.model": [[68, "module-imgutils.sd.model"]], "read_metadata() (in module imgutils.sd.model)": [[68, "imgutils.sd.model.read_metadata"]], "save_with_metadata() (in module imgutils.sd.model)": [[68, "imgutils.sd.model.save_with_metadata"]], "naimetadata (class in imgutils.sd.nai)": [[69, "imgutils.sd.nai.NAIMetaData"], [69, "imgutils.sd.nai.NAIMetadata"]], "__init__() (imgutils.sd.nai.naimetadata method)": [[69, "imgutils.sd.nai.NAIMetaData.__init__"]], "add_naimeta_to_image() (in module imgutils.sd.nai)": [[69, "imgutils.sd.nai.add_naimeta_to_image"]], "get_naimeta_from_image() (in module imgutils.sd.nai)": [[69, "imgutils.sd.nai.get_naimeta_from_image"]], "imgutils.sd.nai": [[69, "module-imgutils.sd.nai"]], "pnginfo (imgutils.sd.nai.naimetadata property)": [[69, "imgutils.sd.nai.NAIMetaData.pnginfo"]], "save_image_with_naimeta() (in module imgutils.sd.nai)": [[69, "imgutils.sd.nai.save_image_with_naimeta"]], "imgutils.segment": [[70, "module-imgutils.segment"]], "get_isnetis_mask() (in module imgutils.segment.isnetis)": [[71, "imgutils.segment.isnetis.get_isnetis_mask"]], "imgutils.segment.isnetis": [[71, "module-imgutils.segment.isnetis"]], "segment_rgba_with_isnetis() (in module imgutils.segment.isnetis)": [[71, "imgutils.segment.isnetis.segment_rgba_with_isnetis"]], "segment_with_isnetis() (in module imgutils.segment.isnetis)": [[71, "imgutils.segment.isnetis.segment_with_isnetis"]], "drop_blacklisted_tags() (in module imgutils.tagging.blacklist)": [[72, "imgutils.tagging.blacklist.drop_blacklisted_tags"]], "imgutils.tagging.blacklist": [[72, "module-imgutils.tagging.blacklist"]], "is_blacklisted() (in module imgutils.tagging.blacklist)": [[72, "imgutils.tagging.blacklist.is_blacklisted"]], "char_prefixes (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_PREFIXES"]], "char_suffixes (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_SUFFIXES"]], "char_whitelist_prefix (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_WHITELIST_PREFIX"]], "char_whitelist_suffix (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_WHITELIST_SUFFIX"]], "char_whitelist_word (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_WHITELIST_WORD"]], "charactertagpool (class in imgutils.tagging.character)": [[73, "imgutils.tagging.character.CharacterTagPool"]], "__init__() (imgutils.tagging.character.charactertagpool method)": [[73, "imgutils.tagging.character.CharacterTagPool.__init__"]], "drop_basic_character_tags() (imgutils.tagging.character.charactertagpool method)": [[73, "imgutils.tagging.character.CharacterTagPool.drop_basic_character_tags"]], "drop_basic_character_tags() (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.drop_basic_character_tags"]], "imgutils.tagging.character": [[73, "module-imgutils.tagging.character"]], "is_basic_character_tag() (imgutils.tagging.character.charactertagpool method)": [[73, "imgutils.tagging.character.CharacterTagPool.is_basic_character_tag"]], "is_basic_character_tag() (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.is_basic_character_tag"]], "get_deepdanbooru_tags() (in module imgutils.tagging.deepdanbooru)": [[74, "imgutils.tagging.deepdanbooru.get_deepdanbooru_tags"]], "imgutils.tagging.deepdanbooru": [[74, "module-imgutils.tagging.deepdanbooru"]], "get_deepgelbooru_tags() (in module imgutils.tagging.deepgelbooru)": [[75, "imgutils.tagging.deepgelbooru.get_deepgelbooru_tags"]], "imgutils.tagging.deepgelbooru": [[75, "module-imgutils.tagging.deepgelbooru"]], "add_underline() (in module imgutils.tagging.format)": [[76, "imgutils.tagging.format.add_underline"]], "imgutils.tagging.format": [[76, "module-imgutils.tagging.format"]], "remove_underline() (in module imgutils.tagging.format)": [[76, "imgutils.tagging.format.remove_underline"]], "tags_to_text() (in module imgutils.tagging.format)": [[76, "imgutils.tagging.format.tags_to_text"]], "imgutils.tagging": [[77, "module-imgutils.tagging"]], "imgutils.tagging.match": [[78, "module-imgutils.tagging.match"]], "tag_match_full() (in module imgutils.tagging.match)": [[78, "imgutils.tagging.match.tag_match_full"]], "tag_match_prefix() (in module imgutils.tagging.match)": [[78, "imgutils.tagging.match.tag_match_prefix"]], "tag_match_suffix() (in module imgutils.tagging.match)": [[78, "imgutils.tagging.match.tag_match_suffix"]], "get_mldanbooru_tags() (in module imgutils.tagging.mldanbooru)": [[79, "imgutils.tagging.mldanbooru.get_mldanbooru_tags"]], "imgutils.tagging.mldanbooru": [[79, "module-imgutils.tagging.mldanbooru"]], "imgutils.tagging.order": [[80, "module-imgutils.tagging.order"]], "sort_tags() (in module imgutils.tagging.order)": [[80, "imgutils.tagging.order.sort_tags"]], "drop_overlap_tags() (in module imgutils.tagging.overlap)": [[81, "imgutils.tagging.overlap.drop_overlap_tags"]], "imgutils.tagging.overlap": [[81, "module-imgutils.tagging.overlap"]], "convert_wd14_emb_to_prediction() (in module imgutils.tagging.wd14)": [[82, "imgutils.tagging.wd14.convert_wd14_emb_to_prediction"]], "denormalize_wd14_emb() (in module imgutils.tagging.wd14)": [[82, "imgutils.tagging.wd14.denormalize_wd14_emb"]], "get_wd14_tags() (in module imgutils.tagging.wd14)": [[82, "imgutils.tagging.wd14.get_wd14_tags"]], "imgutils.tagging.wd14": [[82, "module-imgutils.tagging.wd14"]], "imgutils.upscale.cdc": [[83, "module-imgutils.upscale.cdc"]], "upscale_with_cdc() (in module imgutils.upscale.cdc)": [[83, "imgutils.upscale.cdc.upscale_with_cdc"]], "imgutils.upscale": [[84, "module-imgutils.upscale"]], "imgutils.utils.cache": [[85, "module-imgutils.utils.cache"]], "ts_lru_cache() (in module imgutils.utils.cache)": [[85, "imgutils.utils.cache.ts_lru_cache"]], "imgutils.utils.func": [[86, "module-imgutils.utils.func"]], "sigmoid() (in module imgutils.utils.func)": [[86, "imgutils.utils.func.sigmoid"]], "imgutils.utils": [[87, "module-imgutils.utils"]], "get_onnx_provider() (in module imgutils.utils.onnxruntime)": [[88, "imgutils.utils.onnxruntime.get_onnx_provider"]], "imgutils.utils.onnxruntime": [[88, "module-imgutils.utils.onnxruntime"]], "open_onnx_model() (in module imgutils.utils.onnxruntime)": [[88, "imgutils.utils.onnxruntime.open_onnx_model"]], "get_ai_created_score() (in module imgutils.validate.aicheck)": [[89, "imgutils.validate.aicheck.get_ai_created_score"]], "imgutils.validate.aicheck": [[89, "module-imgutils.validate.aicheck"]], "is_ai_created() (in module imgutils.validate.aicheck)": [[89, "imgutils.validate.aicheck.is_ai_created"]], "anime_bangumi_char() (in module imgutils.validate.bangumi_char)": [[90, "imgutils.validate.bangumi_char.anime_bangumi_char"]], "anime_bangumi_char_score() (in module imgutils.validate.bangumi_char)": [[90, "imgutils.validate.bangumi_char.anime_bangumi_char_score"]], "imgutils.validate.bangumi_char": [[90, "module-imgutils.validate.bangumi_char"]], "anime_classify() (in module imgutils.validate.classify)": [[91, "imgutils.validate.classify.anime_classify"]], "anime_classify_score() (in module imgutils.validate.classify)": [[91, "imgutils.validate.classify.anime_classify_score"]], "imgutils.validate.classify": [[91, "module-imgutils.validate.classify"]], "imgutils.validate.color": [[92, "module-imgutils.validate.color"]], "is_greyscale() (in module imgutils.validate.color)": [[92, "imgutils.validate.color.is_greyscale"]], "anime_completeness() (in module imgutils.validate.completeness)": [[93, "imgutils.validate.completeness.anime_completeness"]], "anime_completeness_score() (in module imgutils.validate.completeness)": [[93, "imgutils.validate.completeness.anime_completeness_score"]], "imgutils.validate.completeness": [[93, "module-imgutils.validate.completeness"]], "anime_dbrating() (in module imgutils.validate.dbrating)": [[94, "imgutils.validate.dbrating.anime_dbrating"]], "anime_dbrating_score() (in module imgutils.validate.dbrating)": [[94, "imgutils.validate.dbrating.anime_dbrating_score"]], "imgutils.validate.dbrating": [[94, "module-imgutils.validate.dbrating"]], "anime_furry() (in module imgutils.validate.furry)": [[95, "imgutils.validate.furry.anime_furry"]], "anime_furry_score() (in module imgutils.validate.furry)": [[95, "imgutils.validate.furry.anime_furry_score"]], "imgutils.validate.furry": [[95, "module-imgutils.validate.furry"]], "imgutils.validate": [[96, "module-imgutils.validate"]], "get_monochrome_score() (in module imgutils.validate.monochrome)": [[97, "imgutils.validate.monochrome.get_monochrome_score"]], "imgutils.validate.monochrome": [[97, "module-imgutils.validate.monochrome"]], "is_monochrome() (in module imgutils.validate.monochrome)": [[97, "imgutils.validate.monochrome.is_monochrome"]], "imgutils.validate.nsfw": [[98, "module-imgutils.validate.nsfw"]], "nsfw_pred() (in module imgutils.validate.nsfw)": [[98, "imgutils.validate.nsfw.nsfw_pred"]], "nsfw_pred_score() (in module imgutils.validate.nsfw)": [[98, "imgutils.validate.nsfw.nsfw_pred_score"]], "anime_portrait() (in module imgutils.validate.portrait)": [[99, "imgutils.validate.portrait.anime_portrait"]], "anime_portrait_score() (in module imgutils.validate.portrait)": [[99, "imgutils.validate.portrait.anime_portrait_score"]], "imgutils.validate.portrait": [[99, "module-imgutils.validate.portrait"]], "anime_rating() (in module imgutils.validate.rating)": [[100, "imgutils.validate.rating.anime_rating"]], "anime_rating_score() (in module imgutils.validate.rating)": [[100, "imgutils.validate.rating.anime_rating_score"]], "imgutils.validate.rating": [[100, "module-imgutils.validate.rating"]], "anime_real() (in module imgutils.validate.real)": [[101, "imgutils.validate.real.anime_real"]], "anime_real_score() (in module imgutils.validate.real)": [[101, "imgutils.validate.real.anime_real_score"]], "imgutils.validate.real": [[101, "module-imgutils.validate.real"]], "imgutils.validate.safe": [[102, "module-imgutils.validate.safe"]], "safe_check() (in module imgutils.validate.safe)": [[102, "imgutils.validate.safe.safe_check"]], "safe_check_score() (in module imgutils.validate.safe)": [[102, "imgutils.validate.safe.safe_check_score"]], "anime_style_age() (in module imgutils.validate.style_age)": [[103, "imgutils.validate.style_age.anime_style_age"]], "anime_style_age_score() (in module imgutils.validate.style_age)": [[103, "imgutils.validate.style_age.anime_style_age_score"]], "imgutils.validate.style_age": [[103, "module-imgutils.validate.style_age"]], "anime_teen() (in module imgutils.validate.teen)": [[104, "imgutils.validate.teen.anime_teen"]], "anime_teen_score() (in module imgutils.validate.teen)": [[104, "imgutils.validate.teen.anime_teen_score"]], "imgutils.validate.teen": [[104, "module-imgutils.validate.teen"]], "imgutils.validate.truncate": [[105, "module-imgutils.validate.truncate"]], "is_truncated_file() (in module imgutils.validate.truncate)": [[105, "imgutils.validate.truncate.is_truncated_file"]]}}) \ No newline at end of file diff --git a/main/.buildinfo b/main/.buildinfo index d5bdb87a059e80f62470d98375a997bbe4bd2473..41eb74e841482abca82abc52f019238e91651820 100644 --- a/main/.buildinfo +++ b/main/.buildinfo @@ -1,4 +1,4 @@ # Sphinx build info version 1 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done. -config: 42f135d5bd4e5576df1d96fc0ab7cf2c +config: 6fdd9d5ea7a90780e6edeb4264458d47 tags: 645f666f9bcd5a90fca523b33c5a78b7 diff --git a/main/.doctrees/api_doc/ascii/drawing.doctree b/main/.doctrees/api_doc/ascii/drawing.doctree index c87abb63f7515c8693688bc1198f0689dd206ee2..a2b48ce9e7b8fb50e923fc084799d3abd87f5b42 100644 Binary files a/main/.doctrees/api_doc/ascii/drawing.doctree and b/main/.doctrees/api_doc/ascii/drawing.doctree differ diff --git a/main/.doctrees/api_doc/ascii/index.doctree b/main/.doctrees/api_doc/ascii/index.doctree index 8cd90a3037170ca98165467ffada4a164cf911b3..8025645012e2ddad00c11dab6d329727670f9937 100644 Binary files a/main/.doctrees/api_doc/ascii/index.doctree and b/main/.doctrees/api_doc/ascii/index.doctree differ diff --git a/main/.doctrees/api_doc/config/index.doctree b/main/.doctrees/api_doc/config/index.doctree index 9fb1c77864a117315470d91159f2478ac19da1fc..197027f100a11e264c89029aea9e71f3756dbed8 100644 Binary files a/main/.doctrees/api_doc/config/index.doctree and b/main/.doctrees/api_doc/config/index.doctree differ diff --git a/main/.doctrees/api_doc/config/meta.doctree b/main/.doctrees/api_doc/config/meta.doctree index b6b7fb176a423e4545459a2b1f0b50397e1a0bbd..b3d68062a7ee973800bf9fa1fec5fad1465cd2f7 100644 Binary files a/main/.doctrees/api_doc/config/meta.doctree and b/main/.doctrees/api_doc/config/meta.doctree differ diff --git a/main/.doctrees/api_doc/data/background.doctree b/main/.doctrees/api_doc/data/background.doctree index 1eb86ea3faf6ac84580f309a8f310d1254769b78..2d04a70c3e2f1007e5d02620ae778c5ea90f9e88 100644 Binary files a/main/.doctrees/api_doc/data/background.doctree and b/main/.doctrees/api_doc/data/background.doctree differ diff --git a/main/.doctrees/api_doc/data/blob.doctree b/main/.doctrees/api_doc/data/blob.doctree index 5974b01401d02bbf06d8eb194a3dae378a3e24ee..6018f2260341e1c4a2576bd2e2df0d9afb6a7fa0 100644 Binary files a/main/.doctrees/api_doc/data/blob.doctree and b/main/.doctrees/api_doc/data/blob.doctree differ diff --git a/main/.doctrees/api_doc/data/decode.doctree b/main/.doctrees/api_doc/data/decode.doctree index 709bc9da133cffab7c5dff541fe2a51ec05719f2..366f43af56d91b84d09b894d3931d52d24adb377 100644 Binary files a/main/.doctrees/api_doc/data/decode.doctree and b/main/.doctrees/api_doc/data/decode.doctree differ diff --git a/main/.doctrees/api_doc/data/encode.doctree b/main/.doctrees/api_doc/data/encode.doctree index 5f5b46ad4810e7fb2b7df27147c3d445f966aa04..8999ca5d0c44464a60989ca34394e09a053927c8 100644 Binary files a/main/.doctrees/api_doc/data/encode.doctree and b/main/.doctrees/api_doc/data/encode.doctree differ diff --git a/main/.doctrees/api_doc/data/image.doctree b/main/.doctrees/api_doc/data/image.doctree index d4425478c3f3590bd1474a33d5a9b175fed060e1..81c91e1d350012b5c92e9ce05baa7030950d4f66 100644 Binary files a/main/.doctrees/api_doc/data/image.doctree and b/main/.doctrees/api_doc/data/image.doctree differ diff --git a/main/.doctrees/api_doc/data/index.doctree b/main/.doctrees/api_doc/data/index.doctree index 735814d54966e3b57439b9080c432e30a83aa4e5..2b7462e7d48de6e26d1c4995b0259cccc7b9a491 100644 Binary files a/main/.doctrees/api_doc/data/index.doctree and b/main/.doctrees/api_doc/data/index.doctree differ diff --git a/main/.doctrees/api_doc/data/layer.doctree b/main/.doctrees/api_doc/data/layer.doctree index 9911033831f7096c83c513ff6c479f95c62af1f1..ce8f655545179e1f1f4846968da1a29e5ca1830d 100644 Binary files a/main/.doctrees/api_doc/data/layer.doctree and b/main/.doctrees/api_doc/data/layer.doctree differ diff --git a/main/.doctrees/api_doc/data/url.doctree b/main/.doctrees/api_doc/data/url.doctree index 519a8912a7c0af96d674daa2c23ffeeba8f65976..01e2d02c2b253b8e5e61d67aa3db06450764588f 100644 Binary files a/main/.doctrees/api_doc/data/url.doctree and b/main/.doctrees/api_doc/data/url.doctree differ diff --git a/main/.doctrees/api_doc/detect/booru_yolo.doctree b/main/.doctrees/api_doc/detect/booru_yolo.doctree index 2ad7e2e996278f329c9d633d27b6acdd29541e0c..23fd5ac302d2399610ae9155c859c56d8fafc4ac 100644 Binary files a/main/.doctrees/api_doc/detect/booru_yolo.doctree and b/main/.doctrees/api_doc/detect/booru_yolo.doctree differ diff --git a/main/.doctrees/api_doc/detect/censor.doctree b/main/.doctrees/api_doc/detect/censor.doctree index fa557317e6502bad4ac286d28f5a3ab4f0db8d5b..0353b3813a42ac59dc99a0e7ee84d562ec3e85d3 100644 Binary files a/main/.doctrees/api_doc/detect/censor.doctree and b/main/.doctrees/api_doc/detect/censor.doctree differ diff --git a/main/.doctrees/api_doc/detect/eye.doctree b/main/.doctrees/api_doc/detect/eye.doctree index bbecb42537fcbd92c0fdcba7850bea9c5d383f07..60b099715880fefda5fdcc499befc099df865659 100644 Binary files a/main/.doctrees/api_doc/detect/eye.doctree and b/main/.doctrees/api_doc/detect/eye.doctree differ diff --git a/main/.doctrees/api_doc/detect/face.doctree b/main/.doctrees/api_doc/detect/face.doctree index 344c5a7e2588330039f49755a7f004828b78f1c0..5c28b7cc17926de7068c72d486ee1acf33a29b07 100644 Binary files a/main/.doctrees/api_doc/detect/face.doctree and b/main/.doctrees/api_doc/detect/face.doctree differ diff --git a/main/.doctrees/api_doc/detect/halfbody.doctree b/main/.doctrees/api_doc/detect/halfbody.doctree index 8aa9cec4df86fb921b3de8eddfe325a09ed0e432..413e5cc61b98b158abaf3b9d9bb141304bdfbf81 100644 Binary files a/main/.doctrees/api_doc/detect/halfbody.doctree and b/main/.doctrees/api_doc/detect/halfbody.doctree differ diff --git a/main/.doctrees/api_doc/detect/hand.doctree b/main/.doctrees/api_doc/detect/hand.doctree index dacd6fb1718ba9bbe00a213f61421193abafd770..c05510ddc67f0dc380eb8d22d2179c492278f9c2 100644 Binary files a/main/.doctrees/api_doc/detect/hand.doctree and b/main/.doctrees/api_doc/detect/hand.doctree differ diff --git a/main/.doctrees/api_doc/detect/head.doctree b/main/.doctrees/api_doc/detect/head.doctree index b754b94972f61163a7b9be2a75287ff64017c8d9..b1e3177cb72df3edf3cb122311e6b8b822d5477b 100644 Binary files a/main/.doctrees/api_doc/detect/head.doctree and b/main/.doctrees/api_doc/detect/head.doctree differ diff --git a/main/.doctrees/api_doc/detect/index.doctree b/main/.doctrees/api_doc/detect/index.doctree index 56e4dde85d7636d2fa7eb285bdfc538423b30c39..62f05093dbcc9e8736d7bd7232f7248f5dedd054 100644 Binary files a/main/.doctrees/api_doc/detect/index.doctree and b/main/.doctrees/api_doc/detect/index.doctree differ diff --git a/main/.doctrees/api_doc/detect/nudenet.doctree b/main/.doctrees/api_doc/detect/nudenet.doctree index 06b95fd663f9488968cd3fd20ae31d78190d9c01..145ec15598050462c7ea639b038f2899d361f813 100644 Binary files a/main/.doctrees/api_doc/detect/nudenet.doctree and b/main/.doctrees/api_doc/detect/nudenet.doctree differ diff --git a/main/.doctrees/api_doc/detect/person.doctree b/main/.doctrees/api_doc/detect/person.doctree index 4b68b88a58a095c9e6b4db9d39c8d01b7c97a90e..cac68f3baa02474ac05b5c838373c0c278673d38 100644 Binary files a/main/.doctrees/api_doc/detect/person.doctree and b/main/.doctrees/api_doc/detect/person.doctree differ diff --git a/main/.doctrees/api_doc/detect/similarity.doctree b/main/.doctrees/api_doc/detect/similarity.doctree index 7bb765649d68518470e701e8f94b55f68f011116..93bfd5ecdcdeedbe07d814ef8c3333468d29e7a6 100644 Binary files a/main/.doctrees/api_doc/detect/similarity.doctree and b/main/.doctrees/api_doc/detect/similarity.doctree differ diff --git a/main/.doctrees/api_doc/detect/text.doctree b/main/.doctrees/api_doc/detect/text.doctree index d3d3c5a0210406b84b18dacc67bb5579931e29dd..8a77c0b796625710d5d9ed987fd9cc5e9c97c7b9 100644 Binary files a/main/.doctrees/api_doc/detect/text.doctree and b/main/.doctrees/api_doc/detect/text.doctree differ diff --git a/main/.doctrees/api_doc/detect/visual.doctree b/main/.doctrees/api_doc/detect/visual.doctree index 98de4bbca2e5d37f3d64b2554208312e582890ac..35278ee2c626ed0b6b12cd87a208688edcbe945f 100644 Binary files a/main/.doctrees/api_doc/detect/visual.doctree and b/main/.doctrees/api_doc/detect/visual.doctree differ diff --git a/main/.doctrees/api_doc/edge/canny.doctree b/main/.doctrees/api_doc/edge/canny.doctree index 4a188a0d805be6ef07be418b8582b7d512a3ead1..8a5d8d39ce8bf92fbd6f333434202cff3b1e59c2 100644 Binary files a/main/.doctrees/api_doc/edge/canny.doctree and b/main/.doctrees/api_doc/edge/canny.doctree differ diff --git a/main/.doctrees/api_doc/edge/index.doctree b/main/.doctrees/api_doc/edge/index.doctree index 5887418e9aa065be25437e9279665722e524f1f4..038cb3a7e5f8bb9be3227290b64c9a035601e9f8 100644 Binary files a/main/.doctrees/api_doc/edge/index.doctree and b/main/.doctrees/api_doc/edge/index.doctree differ diff --git a/main/.doctrees/api_doc/edge/lineart.doctree b/main/.doctrees/api_doc/edge/lineart.doctree index 825e785e7c9f9b964d1c270d11ffc79eb92ab408..7a9df3556243785331e8b8240914d0c65f7b4cc5 100644 Binary files a/main/.doctrees/api_doc/edge/lineart.doctree and b/main/.doctrees/api_doc/edge/lineart.doctree differ diff --git a/main/.doctrees/api_doc/edge/lineart_anime.doctree b/main/.doctrees/api_doc/edge/lineart_anime.doctree index e3c4d3171864b4c19970c83d8a99739acd8da6f6..56c32c4b18432ea0ae00c9dd3d315e742becc83e 100644 Binary files a/main/.doctrees/api_doc/edge/lineart_anime.doctree and b/main/.doctrees/api_doc/edge/lineart_anime.doctree differ diff --git a/main/.doctrees/api_doc/generic/classify.doctree b/main/.doctrees/api_doc/generic/classify.doctree index 4b3969e5dd897029fb811dd0b6c681592f5c4e55..9e400ccd54ace46148a814cb47718bf611fd51f3 100644 Binary files a/main/.doctrees/api_doc/generic/classify.doctree and b/main/.doctrees/api_doc/generic/classify.doctree differ diff --git a/main/.doctrees/api_doc/generic/clip.doctree b/main/.doctrees/api_doc/generic/clip.doctree index 7e5ca47ee926391731d4a0661943ac76539f376f..8580cee6c5432a1ea61b68d603ab7b3ab1a88012 100644 Binary files a/main/.doctrees/api_doc/generic/clip.doctree and b/main/.doctrees/api_doc/generic/clip.doctree differ diff --git a/main/.doctrees/api_doc/generic/enhance.doctree b/main/.doctrees/api_doc/generic/enhance.doctree index 0eac055dcc3a85ce6fbf37c52b028ec41b118586..15d09f8b51d07da1cd220a2c35527931c309d5c4 100644 Binary files a/main/.doctrees/api_doc/generic/enhance.doctree and b/main/.doctrees/api_doc/generic/enhance.doctree differ diff --git a/main/.doctrees/api_doc/generic/index.doctree b/main/.doctrees/api_doc/generic/index.doctree index 91789c4a0da7b3f07328201c343fb27cac9090ba..8e0078f6de730abddaff0fc5b680cf2c2f879f61 100644 Binary files a/main/.doctrees/api_doc/generic/index.doctree and b/main/.doctrees/api_doc/generic/index.doctree differ diff --git a/main/.doctrees/api_doc/generic/siglip.doctree b/main/.doctrees/api_doc/generic/siglip.doctree index 2ca03865bb8f18c2871c88e02896c0312a117929..266c229e03dc4ca2807c7ea79dad6f48526cf216 100644 Binary files a/main/.doctrees/api_doc/generic/siglip.doctree and b/main/.doctrees/api_doc/generic/siglip.doctree differ diff --git a/main/.doctrees/api_doc/generic/yolo.doctree b/main/.doctrees/api_doc/generic/yolo.doctree index e00446f78cfdfbd9f35aea77e6a69fbfedfccc89..240e1e617d38c619879bcf994c169a393ed2bb38 100644 Binary files a/main/.doctrees/api_doc/generic/yolo.doctree and b/main/.doctrees/api_doc/generic/yolo.doctree differ diff --git a/main/.doctrees/api_doc/metadata/geninfo.doctree b/main/.doctrees/api_doc/metadata/geninfo.doctree index 4906cdaab817b5c928ecf03b1fbe5631440069b5..e263ff2ce69949e206b0a849eb80176652b12092 100644 Binary files a/main/.doctrees/api_doc/metadata/geninfo.doctree and b/main/.doctrees/api_doc/metadata/geninfo.doctree differ diff --git a/main/.doctrees/api_doc/metadata/index.doctree b/main/.doctrees/api_doc/metadata/index.doctree index 1b60b365a48406646dc39b4a33d7cc59835abcc0..349839ed1a7ff3a9368f13a2181bc1d6d9d43c64 100644 Binary files a/main/.doctrees/api_doc/metadata/index.doctree and b/main/.doctrees/api_doc/metadata/index.doctree differ diff --git a/main/.doctrees/api_doc/metadata/lsb.doctree b/main/.doctrees/api_doc/metadata/lsb.doctree index 9c8f28e27eb731da91d3ebe54e5cf7d3f1ced5a9..5cf54506c7ea2b984117e0087bf0c7ae45886ae7 100644 Binary files a/main/.doctrees/api_doc/metadata/lsb.doctree and b/main/.doctrees/api_doc/metadata/lsb.doctree differ diff --git a/main/.doctrees/api_doc/metrics/aesthetic.doctree b/main/.doctrees/api_doc/metrics/aesthetic.doctree index 858cc042076adadc78ded1e8733e5bc5b637edba..b5063bb018882970fd053fe9267ffd63ee2f64cc 100644 Binary files a/main/.doctrees/api_doc/metrics/aesthetic.doctree and b/main/.doctrees/api_doc/metrics/aesthetic.doctree differ diff --git a/main/.doctrees/api_doc/metrics/ccip.doctree b/main/.doctrees/api_doc/metrics/ccip.doctree index 99ca855171d01211cad2668ea7fe6e3607a5eae5..1bf394068e27f4b5e64eeeff5a47a315b461aeef 100644 Binary files a/main/.doctrees/api_doc/metrics/ccip.doctree and b/main/.doctrees/api_doc/metrics/ccip.doctree differ diff --git a/main/.doctrees/api_doc/metrics/dbaesthetic.doctree b/main/.doctrees/api_doc/metrics/dbaesthetic.doctree index dec57982183d3a1e8600d08b111b9ca945451e9d..a74c57483a328ac0369ef07e327259cf2ae8579e 100644 Binary files a/main/.doctrees/api_doc/metrics/dbaesthetic.doctree and b/main/.doctrees/api_doc/metrics/dbaesthetic.doctree differ diff --git a/main/.doctrees/api_doc/metrics/index.doctree b/main/.doctrees/api_doc/metrics/index.doctree index cbffd3c4c81fd131ecdad3f6024867e27a58f509..602d731c8fd29401f5c99dc1d1f3a2ed30f34e61 100644 Binary files a/main/.doctrees/api_doc/metrics/index.doctree and b/main/.doctrees/api_doc/metrics/index.doctree differ diff --git a/main/.doctrees/api_doc/metrics/laplacian.doctree b/main/.doctrees/api_doc/metrics/laplacian.doctree index 5e78697eb2a04954c5809e373db19865ad9c283a..2960e0518e8272bbf1a7493cacbcf60164f5b8d5 100644 Binary files a/main/.doctrees/api_doc/metrics/laplacian.doctree and b/main/.doctrees/api_doc/metrics/laplacian.doctree differ diff --git a/main/.doctrees/api_doc/metrics/lpips.doctree b/main/.doctrees/api_doc/metrics/lpips.doctree index ef961c2d09afe5ad327ca4dd4c4016ee231f7be0..b34dfbbdc1dc2fd261baf82517a3b000741cb57a 100644 Binary files a/main/.doctrees/api_doc/metrics/lpips.doctree and b/main/.doctrees/api_doc/metrics/lpips.doctree differ diff --git a/main/.doctrees/api_doc/metrics/psnr_.doctree b/main/.doctrees/api_doc/metrics/psnr_.doctree index 5b48f69d7cde101d1102db345bb7c1ed04458343..2c50a151ee3ea457d4aad5a79c9dd1ecb6e46303 100644 Binary files a/main/.doctrees/api_doc/metrics/psnr_.doctree and b/main/.doctrees/api_doc/metrics/psnr_.doctree differ diff --git a/main/.doctrees/api_doc/ocr/index.doctree b/main/.doctrees/api_doc/ocr/index.doctree index 56c0ce00a7565f4a8a44f8263073837346d0256c..097a17ab837e055e5faca8f465ffefe768b00413 100644 Binary files a/main/.doctrees/api_doc/ocr/index.doctree and b/main/.doctrees/api_doc/ocr/index.doctree differ diff --git a/main/.doctrees/api_doc/operate/align.doctree b/main/.doctrees/api_doc/operate/align.doctree index b6a707eeb4b3c0f7dba581b6b31ce8f2ed14e300..40ebd3d3bb57296f71feaf41df9f7afb63003f47 100644 Binary files a/main/.doctrees/api_doc/operate/align.doctree and b/main/.doctrees/api_doc/operate/align.doctree differ diff --git a/main/.doctrees/api_doc/operate/censor.doctree b/main/.doctrees/api_doc/operate/censor.doctree index b9ded1ba8adf985ea8e988b636b5ada820113906..a73f850a2dd84fb29f19684889f7a585a270a3a8 100644 Binary files a/main/.doctrees/api_doc/operate/censor.doctree and b/main/.doctrees/api_doc/operate/censor.doctree differ diff --git a/main/.doctrees/api_doc/operate/imgcensor.doctree b/main/.doctrees/api_doc/operate/imgcensor.doctree index 7aea6f58c52fdb00afea0e40ef8cab01cbd04e28..a3e3ef62204d573b7a3ea48c84330797152cbe6b 100644 Binary files a/main/.doctrees/api_doc/operate/imgcensor.doctree and b/main/.doctrees/api_doc/operate/imgcensor.doctree differ diff --git a/main/.doctrees/api_doc/operate/index.doctree b/main/.doctrees/api_doc/operate/index.doctree index c2a66a8b026e5adc96a3fb905082b4c2085364b5..de2483ac5eb6153e9ba5d089f07fd9abc67ce5fc 100644 Binary files a/main/.doctrees/api_doc/operate/index.doctree and b/main/.doctrees/api_doc/operate/index.doctree differ diff --git a/main/.doctrees/api_doc/operate/squeeze.doctree b/main/.doctrees/api_doc/operate/squeeze.doctree index 7767a7637cc424c79db0e62d9195140bc90b66d0..b01ef7a7871b4abf70ddb8e70c2e9b2f10c48d0e 100644 Binary files a/main/.doctrees/api_doc/operate/squeeze.doctree and b/main/.doctrees/api_doc/operate/squeeze.doctree differ diff --git a/main/.doctrees/api_doc/pose/dwpose.doctree b/main/.doctrees/api_doc/pose/dwpose.doctree index 4ea987846e4e6fb1cbf203eddc5a79d2bf9fd473..d497ad39ed51434f0e434fef389a8bba1f438685 100644 Binary files a/main/.doctrees/api_doc/pose/dwpose.doctree and b/main/.doctrees/api_doc/pose/dwpose.doctree differ diff --git a/main/.doctrees/api_doc/pose/format.doctree b/main/.doctrees/api_doc/pose/format.doctree index b0d6228d5a6921900e662b13a59f1e708105f0b4..721a5d6a40764d51b5ea3bf18a7a14c7917393bd 100644 Binary files a/main/.doctrees/api_doc/pose/format.doctree and b/main/.doctrees/api_doc/pose/format.doctree differ diff --git a/main/.doctrees/api_doc/pose/index.doctree b/main/.doctrees/api_doc/pose/index.doctree index c73ae65bc69f61085bedead09e739a7560655450..24d00078b00b7d135e69deb95dc6b79ef35c6651 100644 Binary files a/main/.doctrees/api_doc/pose/index.doctree and b/main/.doctrees/api_doc/pose/index.doctree differ diff --git a/main/.doctrees/api_doc/pose/visual.doctree b/main/.doctrees/api_doc/pose/visual.doctree index 2275661058fc13fa84f08f6d0fc1afab0ef83666..04a371da5cf48f02ae3928d26fe63c84f3adb240 100644 Binary files a/main/.doctrees/api_doc/pose/visual.doctree and b/main/.doctrees/api_doc/pose/visual.doctree differ diff --git a/main/.doctrees/api_doc/preprocess/base.doctree b/main/.doctrees/api_doc/preprocess/base.doctree index 6fc2b329b4becfcbbad22fdb5b98195e4dd3f87c..4c439708e186eaedf3ad7c192fa4019870726f25 100644 Binary files a/main/.doctrees/api_doc/preprocess/base.doctree and b/main/.doctrees/api_doc/preprocess/base.doctree differ diff --git a/main/.doctrees/api_doc/preprocess/index.doctree b/main/.doctrees/api_doc/preprocess/index.doctree index 09556495468d019c0c82845213943a33df04b1dc..21919356608d57ac06ff0c61ded94f5bda061db0 100644 Binary files a/main/.doctrees/api_doc/preprocess/index.doctree and b/main/.doctrees/api_doc/preprocess/index.doctree differ diff --git a/main/.doctrees/api_doc/preprocess/pillow.doctree b/main/.doctrees/api_doc/preprocess/pillow.doctree index 0949cd85b4e5c9b32e206e68c93f1a10bdfd25b2..9de6050d93c3f91e002b515f48b435bc41827b52 100644 Binary files a/main/.doctrees/api_doc/preprocess/pillow.doctree and b/main/.doctrees/api_doc/preprocess/pillow.doctree differ diff --git a/main/.doctrees/api_doc/preprocess/torchvision.doctree b/main/.doctrees/api_doc/preprocess/torchvision.doctree index eabaec6eac6e80253247600879dfd6ee4b6d9cc3..0df7fdbabcae282d630732dbb25895db0dafb38c 100644 Binary files a/main/.doctrees/api_doc/preprocess/torchvision.doctree and b/main/.doctrees/api_doc/preprocess/torchvision.doctree differ diff --git a/main/.doctrees/api_doc/preprocess/transformers.doctree b/main/.doctrees/api_doc/preprocess/transformers.doctree index eec2964571e50ccf695bd89d3823df82d7b350f7..1453e0952efb8865f308827c941938da4e9a7134 100644 Binary files a/main/.doctrees/api_doc/preprocess/transformers.doctree and b/main/.doctrees/api_doc/preprocess/transformers.doctree differ diff --git a/main/.doctrees/api_doc/resource/background.doctree b/main/.doctrees/api_doc/resource/background.doctree index 3081b99c2c038de2575bdcd381d110375aef7002..4c4ca269146a5a0d1154bb88454296471e4fb395 100644 Binary files a/main/.doctrees/api_doc/resource/background.doctree and b/main/.doctrees/api_doc/resource/background.doctree differ diff --git a/main/.doctrees/api_doc/resource/index.doctree b/main/.doctrees/api_doc/resource/index.doctree index a3ce060d39fa3253e6cfebffa2556982e707f78a..8d77c2669b557b478cc9802e6e3af68a1977a8d4 100644 Binary files a/main/.doctrees/api_doc/resource/index.doctree and b/main/.doctrees/api_doc/resource/index.doctree differ diff --git a/main/.doctrees/api_doc/restore/adversarial.doctree b/main/.doctrees/api_doc/restore/adversarial.doctree index 608ecdca6e003d9ed8e0159a806a42923c9824fd..8d98bee55e3c388524b1a291f8755fda8e21f71a 100644 Binary files a/main/.doctrees/api_doc/restore/adversarial.doctree and b/main/.doctrees/api_doc/restore/adversarial.doctree differ diff --git a/main/.doctrees/api_doc/restore/index.doctree b/main/.doctrees/api_doc/restore/index.doctree index cf87fb0b40e7185a4c9cedf5a12ff11c790c5fa9..52a6bba7ac30f09aadcc3c4be8c729581e24498c 100644 Binary files a/main/.doctrees/api_doc/restore/index.doctree and b/main/.doctrees/api_doc/restore/index.doctree differ diff --git a/main/.doctrees/api_doc/restore/nafnet.doctree b/main/.doctrees/api_doc/restore/nafnet.doctree index 118cbf0f94b3d59eaeb7bbb0f7bee663d6c80d6e..5c39108da58ff2eaf5dbcfc305249771641a7624 100644 Binary files a/main/.doctrees/api_doc/restore/nafnet.doctree and b/main/.doctrees/api_doc/restore/nafnet.doctree differ diff --git a/main/.doctrees/api_doc/restore/scunet.doctree b/main/.doctrees/api_doc/restore/scunet.doctree index 90bfc95632236c7bd9f8cc29f526fe7ee5495c3f..44d3b6464fef66ed257912c81e42c5d6319a21d8 100644 Binary files a/main/.doctrees/api_doc/restore/scunet.doctree and b/main/.doctrees/api_doc/restore/scunet.doctree differ diff --git a/main/.doctrees/api_doc/sd/index.doctree b/main/.doctrees/api_doc/sd/index.doctree index 4099b9d9bd4c82b25fa330cb08ef7e09d9bcb62e..0b20ba20716d881fea06b922e4dc3a6e81be84cf 100644 Binary files a/main/.doctrees/api_doc/sd/index.doctree and b/main/.doctrees/api_doc/sd/index.doctree differ diff --git a/main/.doctrees/api_doc/sd/metadata.doctree b/main/.doctrees/api_doc/sd/metadata.doctree index 80768ba3eb890626b3ed3a5bef731e65d4c5daf2..3c07b45b91f955910ba929da2f3206f81402acf0 100644 Binary files a/main/.doctrees/api_doc/sd/metadata.doctree and b/main/.doctrees/api_doc/sd/metadata.doctree differ diff --git a/main/.doctrees/api_doc/sd/model.doctree b/main/.doctrees/api_doc/sd/model.doctree index 5ca379c7ba1992e0301516573acf01a10bb6bd6b..ce239bbd810700d6eafdbba6f9817af2e028a001 100644 Binary files a/main/.doctrees/api_doc/sd/model.doctree and b/main/.doctrees/api_doc/sd/model.doctree differ diff --git a/main/.doctrees/api_doc/sd/nai.doctree b/main/.doctrees/api_doc/sd/nai.doctree index 157a9f979fdb768b98a1ff36a0463ac239d23cbe..aa44b1a4f39c348f13064c33057c322d5deb1dc7 100644 Binary files a/main/.doctrees/api_doc/sd/nai.doctree and b/main/.doctrees/api_doc/sd/nai.doctree differ diff --git a/main/.doctrees/api_doc/segment/index.doctree b/main/.doctrees/api_doc/segment/index.doctree index 8c8ff278d2b019e73a65b1824e806e1140fd4fd9..b636a7235efdce7862ef9142b2f109c1c966e847 100644 Binary files a/main/.doctrees/api_doc/segment/index.doctree and b/main/.doctrees/api_doc/segment/index.doctree differ diff --git a/main/.doctrees/api_doc/segment/isnetis.doctree b/main/.doctrees/api_doc/segment/isnetis.doctree index b6611c1652e74c9ea80dc086a9a1e4ba9de12e7e..6a5a46dd6cd4dc575dbf357864ddc1b7acaf1f9a 100644 Binary files a/main/.doctrees/api_doc/segment/isnetis.doctree and b/main/.doctrees/api_doc/segment/isnetis.doctree differ diff --git a/main/.doctrees/api_doc/tagging/blacklist.doctree b/main/.doctrees/api_doc/tagging/blacklist.doctree index 7e8000b5ab89f079762a0914072a212fffd23148..d5c9b5415727f29794d2e4abd489e6ccccce3d98 100644 Binary files a/main/.doctrees/api_doc/tagging/blacklist.doctree and b/main/.doctrees/api_doc/tagging/blacklist.doctree differ diff --git a/main/.doctrees/api_doc/tagging/character.doctree b/main/.doctrees/api_doc/tagging/character.doctree index 1560cb31b172de7f6444cbc47b3fe9e95fca8731..b080cab34202d8dc5bb8a2b6d76584772c58fca5 100644 Binary files a/main/.doctrees/api_doc/tagging/character.doctree and b/main/.doctrees/api_doc/tagging/character.doctree differ diff --git a/main/.doctrees/api_doc/tagging/deepdanbooru.doctree b/main/.doctrees/api_doc/tagging/deepdanbooru.doctree index df235bc5ba0ad79938a344abeb1db123c03ebf24..45cf022388ae6b7db609843d72812332cec002ed 100644 Binary files a/main/.doctrees/api_doc/tagging/deepdanbooru.doctree and b/main/.doctrees/api_doc/tagging/deepdanbooru.doctree differ diff --git a/main/.doctrees/api_doc/tagging/deepgelbooru.doctree b/main/.doctrees/api_doc/tagging/deepgelbooru.doctree index 9508e87f70c28879070353bd28dac5a7fedb65d7..7c32b2bc09d13c66cd663d816930ebf76d87786e 100644 Binary files a/main/.doctrees/api_doc/tagging/deepgelbooru.doctree and b/main/.doctrees/api_doc/tagging/deepgelbooru.doctree differ diff --git a/main/.doctrees/api_doc/tagging/format.doctree b/main/.doctrees/api_doc/tagging/format.doctree index 3bec289c51ce8c8f4f210ec7e0abde28f5dd53f1..d13f911bdfa0c1134fc5c289ff94d95bdcdc3eaf 100644 Binary files a/main/.doctrees/api_doc/tagging/format.doctree and b/main/.doctrees/api_doc/tagging/format.doctree differ diff --git a/main/.doctrees/api_doc/tagging/index.doctree b/main/.doctrees/api_doc/tagging/index.doctree index 2cc8bef49d7bd74cb5da6a499d999bb1b4340a5c..7a8c5781d332e23c198d83c597cbe0959b8f6f72 100644 Binary files a/main/.doctrees/api_doc/tagging/index.doctree and b/main/.doctrees/api_doc/tagging/index.doctree differ diff --git a/main/.doctrees/api_doc/tagging/match.doctree b/main/.doctrees/api_doc/tagging/match.doctree index b06790c069732b7bc919a291795e61434aa29460..192c694fb3560accb6ce130aebe7e489edf52537 100644 Binary files a/main/.doctrees/api_doc/tagging/match.doctree and b/main/.doctrees/api_doc/tagging/match.doctree differ diff --git a/main/.doctrees/api_doc/tagging/mldanbooru.doctree b/main/.doctrees/api_doc/tagging/mldanbooru.doctree index d51c2cbceded913bbbec4b27b45d1fdcd7766423..eb1264538faf80eb914b2260f54b38c9dfbe9ea8 100644 Binary files a/main/.doctrees/api_doc/tagging/mldanbooru.doctree and b/main/.doctrees/api_doc/tagging/mldanbooru.doctree differ diff --git a/main/.doctrees/api_doc/tagging/order.doctree b/main/.doctrees/api_doc/tagging/order.doctree index a657982a2fbaa487cbb774f5f6d7dcd6132402a0..e8f637a40ea4066ebbadf4da50743d4ddef8dbb9 100644 Binary files a/main/.doctrees/api_doc/tagging/order.doctree and b/main/.doctrees/api_doc/tagging/order.doctree differ diff --git a/main/.doctrees/api_doc/tagging/overlap.doctree b/main/.doctrees/api_doc/tagging/overlap.doctree index 5d7297049371acbca002c7573b7f4c9f7213194d..18c9dc144318bb51c5be6bc1078e4385440dd464 100644 Binary files a/main/.doctrees/api_doc/tagging/overlap.doctree and b/main/.doctrees/api_doc/tagging/overlap.doctree differ diff --git a/main/.doctrees/api_doc/tagging/wd14.doctree b/main/.doctrees/api_doc/tagging/wd14.doctree index 3c88217309c0a1fc7765b844f30d84b7ac0a0b63..ec8b1fe268629e4ba15388bd4f67d7186800875a 100644 Binary files a/main/.doctrees/api_doc/tagging/wd14.doctree and b/main/.doctrees/api_doc/tagging/wd14.doctree differ diff --git a/main/.doctrees/api_doc/upscale/cdc.doctree b/main/.doctrees/api_doc/upscale/cdc.doctree index 9d9bfd863e4cd773d286eadcb68fb62ba3f7d2a6..ec2297ea2f869f80fc3bf13fd58c5ebf09663076 100644 Binary files a/main/.doctrees/api_doc/upscale/cdc.doctree and b/main/.doctrees/api_doc/upscale/cdc.doctree differ diff --git a/main/.doctrees/api_doc/upscale/index.doctree b/main/.doctrees/api_doc/upscale/index.doctree index 79d73409f2a5b79e0c596cbe0a67745cc31b9fe3..2651b22b7543c6e2641e73f2e3cb62a2ff55e0f6 100644 Binary files a/main/.doctrees/api_doc/upscale/index.doctree and b/main/.doctrees/api_doc/upscale/index.doctree differ diff --git a/main/.doctrees/api_doc/utils/cache.doctree b/main/.doctrees/api_doc/utils/cache.doctree index 230bd23f27bee66252ce3dad2544bb0b536cd292..5a4f00f6dc113da315fb99a0b14653fb4ceadfd4 100644 Binary files a/main/.doctrees/api_doc/utils/cache.doctree and b/main/.doctrees/api_doc/utils/cache.doctree differ diff --git a/main/.doctrees/api_doc/utils/func.doctree b/main/.doctrees/api_doc/utils/func.doctree index 3e7820bb88f39b0404808e07a0b372b27fe02ed5..c5bc85b944fcecc42c95549548aabe0c127914bf 100644 Binary files a/main/.doctrees/api_doc/utils/func.doctree and b/main/.doctrees/api_doc/utils/func.doctree differ diff --git a/main/.doctrees/api_doc/utils/index.doctree b/main/.doctrees/api_doc/utils/index.doctree index 5aef546b4c05708fd42c5137a0e4f10be3e3f853..b10b16aabc68eea24e59e79bbf0e426d99da0348 100644 Binary files a/main/.doctrees/api_doc/utils/index.doctree and b/main/.doctrees/api_doc/utils/index.doctree differ diff --git a/main/.doctrees/api_doc/utils/onnxruntime.doctree b/main/.doctrees/api_doc/utils/onnxruntime.doctree index c99d1586f7e19e9016e968d6b29b942f7c27fd71..4bf96e7292def8eb6544c2fa14e90725add86ec8 100644 Binary files a/main/.doctrees/api_doc/utils/onnxruntime.doctree and b/main/.doctrees/api_doc/utils/onnxruntime.doctree differ diff --git a/main/.doctrees/api_doc/validate/aicheck.doctree b/main/.doctrees/api_doc/validate/aicheck.doctree index 0dd175c7e98e5cbd1886b1ec8abf3727cf5cbbd0..7707b86b98ddc5dbcdffad22ba69196c0d41807c 100644 Binary files a/main/.doctrees/api_doc/validate/aicheck.doctree and b/main/.doctrees/api_doc/validate/aicheck.doctree differ diff --git a/main/.doctrees/api_doc/validate/bangumi_char.doctree b/main/.doctrees/api_doc/validate/bangumi_char.doctree index 46791e83e3be6b5130cd8fd801204a7e22e675da..68fe2b55d83bce378b11078dfaeb551dbc8aeb5d 100644 Binary files a/main/.doctrees/api_doc/validate/bangumi_char.doctree and b/main/.doctrees/api_doc/validate/bangumi_char.doctree differ diff --git a/main/.doctrees/api_doc/validate/classify.doctree b/main/.doctrees/api_doc/validate/classify.doctree index b66ce496d199500109213356eeb372ebbd122dac..db2f2aaa47e3e34e0cc7629c30eb847bb4137412 100644 Binary files a/main/.doctrees/api_doc/validate/classify.doctree and b/main/.doctrees/api_doc/validate/classify.doctree differ diff --git a/main/.doctrees/api_doc/validate/color.doctree b/main/.doctrees/api_doc/validate/color.doctree index 5e6250cd47841161005a93724e7f32347147be08..dc4d71211f71cc8dbcccae494cb44385a139382c 100644 Binary files a/main/.doctrees/api_doc/validate/color.doctree and b/main/.doctrees/api_doc/validate/color.doctree differ diff --git a/main/.doctrees/api_doc/validate/completeness.doctree b/main/.doctrees/api_doc/validate/completeness.doctree index d75f56fb72b3a0b8562c2ab3faf600c04df51855..bb3f047e4670f78ca6f12f9bad4e7f4222becb3a 100644 Binary files a/main/.doctrees/api_doc/validate/completeness.doctree and b/main/.doctrees/api_doc/validate/completeness.doctree differ diff --git a/main/.doctrees/api_doc/validate/dbrating.doctree b/main/.doctrees/api_doc/validate/dbrating.doctree index 96cabca4bc2ff4ae7f843a9466b3cbe40b71f169..49046ad8e2082c76989ed76b04de70ee65749fcd 100644 Binary files a/main/.doctrees/api_doc/validate/dbrating.doctree and b/main/.doctrees/api_doc/validate/dbrating.doctree differ diff --git a/main/.doctrees/api_doc/validate/furry.doctree b/main/.doctrees/api_doc/validate/furry.doctree index 66c787e1aaada305962d1fc216dc507f986dda68..8c623e3398b8afa6a04c3d08057bf164b590e229 100644 Binary files a/main/.doctrees/api_doc/validate/furry.doctree and b/main/.doctrees/api_doc/validate/furry.doctree differ diff --git a/main/.doctrees/api_doc/validate/index.doctree b/main/.doctrees/api_doc/validate/index.doctree index b5dc13a58bbff551debc5511596f536aeb972747..6b375037eec4ee25c2d04efc06adaaae30cc7918 100644 Binary files a/main/.doctrees/api_doc/validate/index.doctree and b/main/.doctrees/api_doc/validate/index.doctree differ diff --git a/main/.doctrees/api_doc/validate/monochrome.doctree b/main/.doctrees/api_doc/validate/monochrome.doctree index ede9d47564b43d0cb09b4d8d1f8384d21f711d4b..31f15b4297af980d2c11f3149c6f5730113f6129 100644 Binary files a/main/.doctrees/api_doc/validate/monochrome.doctree and b/main/.doctrees/api_doc/validate/monochrome.doctree differ diff --git a/main/.doctrees/api_doc/validate/nsfw.doctree b/main/.doctrees/api_doc/validate/nsfw.doctree index ef62a9c0a1fb22f709735c6e8a284aa58e3d54a6..408400e8093e1c9e46c11f48e5b1b1e17f2e2664 100644 Binary files a/main/.doctrees/api_doc/validate/nsfw.doctree and b/main/.doctrees/api_doc/validate/nsfw.doctree differ diff --git a/main/.doctrees/api_doc/validate/portrait.doctree b/main/.doctrees/api_doc/validate/portrait.doctree index 992e42e369778563e6d607cc9dde4bc42910c9b6..845942c2f7a2f18d406087927328e3ac8646bfa2 100644 Binary files a/main/.doctrees/api_doc/validate/portrait.doctree and b/main/.doctrees/api_doc/validate/portrait.doctree differ diff --git a/main/.doctrees/api_doc/validate/rating.doctree b/main/.doctrees/api_doc/validate/rating.doctree index 448dad780c4d350da165cf2ee1686cbb1f4fef4f..ae6fa28a6475f12ebc0c0852494a6fe69e1452ac 100644 Binary files a/main/.doctrees/api_doc/validate/rating.doctree and b/main/.doctrees/api_doc/validate/rating.doctree differ diff --git a/main/.doctrees/api_doc/validate/real.doctree b/main/.doctrees/api_doc/validate/real.doctree index f562a6ee7d14e3a692b166f6b4a581b3ec5866d7..c75fc2c3ee6d7843f479b40610d3566170fbdaf9 100644 Binary files a/main/.doctrees/api_doc/validate/real.doctree and b/main/.doctrees/api_doc/validate/real.doctree differ diff --git a/main/.doctrees/api_doc/validate/safe.doctree b/main/.doctrees/api_doc/validate/safe.doctree index cb81da3139f8745ef8534644afec0c0e4fd81b05..21ff92e8b2f813e878ed836ce0c489a25187ed67 100644 Binary files a/main/.doctrees/api_doc/validate/safe.doctree and b/main/.doctrees/api_doc/validate/safe.doctree differ diff --git a/main/.doctrees/api_doc/validate/style_age.doctree b/main/.doctrees/api_doc/validate/style_age.doctree index bdb6772f35c8aa492062ee3da78106326c8d0a90..e3b94874f8e853b324d505449bcd9f8de939552a 100644 Binary files a/main/.doctrees/api_doc/validate/style_age.doctree and b/main/.doctrees/api_doc/validate/style_age.doctree differ diff --git a/main/.doctrees/api_doc/validate/teen.doctree b/main/.doctrees/api_doc/validate/teen.doctree index d96661958b359545a7acb6181bcc8da33d3cc07e..d4969f629bbd1157bd979e21d871435716d8691e 100644 Binary files a/main/.doctrees/api_doc/validate/teen.doctree and b/main/.doctrees/api_doc/validate/teen.doctree differ diff --git a/main/.doctrees/api_doc/validate/truncate.doctree b/main/.doctrees/api_doc/validate/truncate.doctree index 63af177f62c52bf780856d53b8fc4be1e2da1ad3..5ffcd55025cbdaf7de40ca457d770c63c863929b 100644 Binary files a/main/.doctrees/api_doc/validate/truncate.doctree and b/main/.doctrees/api_doc/validate/truncate.doctree differ diff --git a/main/.doctrees/environment.pickle b/main/.doctrees/environment.pickle index ec03ddb9c3fe96f95b0dd5beb413965eabaf6db2..58fa985f487645cc084a72ade6172ceedd37782c 100644 Binary files a/main/.doctrees/environment.pickle and b/main/.doctrees/environment.pickle differ diff --git a/main/.doctrees/index.doctree b/main/.doctrees/index.doctree index fc08eceb7c9b52c2a0cdaa00db8c2ef1d45b790d..2e4bfa6d4ab779eff45bbd33374711893b2c8aa3 100644 Binary files a/main/.doctrees/index.doctree and b/main/.doctrees/index.doctree differ diff --git a/main/.doctrees/information/environment.doctree b/main/.doctrees/information/environment.doctree index b355ac90a7ac1714ebec15467e5af93c77cef44b..e789ec4fe79871a4b51485f7a0b487b7cd8446e6 100644 Binary files a/main/.doctrees/information/environment.doctree and b/main/.doctrees/information/environment.doctree differ diff --git a/main/.doctrees/information/environment.result.doctree b/main/.doctrees/information/environment.result.doctree index 7eb00274779647f30def38aa3ef0bb1a2fc9ff14..6d66bc126ec8e1713dcbc42babb536ee4c8c622f 100644 Binary files a/main/.doctrees/information/environment.result.doctree and b/main/.doctrees/information/environment.result.doctree differ diff --git a/main/.doctrees/nbsphinx/information/environment.ipynb b/main/.doctrees/nbsphinx/information/environment.ipynb index fc0b30bb8be0da404b18c409221bbba9d84817b4..576743dcfca459890ce6804544bf0ba381cd6470 100644 --- a/main/.doctrees/nbsphinx/information/environment.ipynb +++ b/main/.doctrees/nbsphinx/information/environment.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:14:31.919231Z", - "iopub.status.busy": "2025-03-26T11:14:31.919003Z", - "iopub.status.idle": "2025-03-26T11:14:33.081456Z", - "shell.execute_reply": "2025-03-26T11:14:33.080735Z" + "iopub.execute_input": "2025-03-26T12:59:43.679560Z", + "iopub.status.busy": "2025-03-26T12:59:43.678929Z", + "iopub.status.idle": "2025-03-26T12:59:44.842116Z", + "shell.execute_reply": "2025-03-26T12:59:44.841373Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3149.57825 MHz\n", + "CPU Freq: 3043.749 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/main/.doctrees/nbsphinx/information/environment.result.ipynb b/main/.doctrees/nbsphinx/information/environment.result.ipynb index e5e78a269ec0d241df9352b0b59126643eae3363..b0e5216011fad77e7ca848f994bb4c76840e763d 100644 --- a/main/.doctrees/nbsphinx/information/environment.result.ipynb +++ b/main/.doctrees/nbsphinx/information/environment.result.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:09:57.613217Z", - "iopub.status.busy": "2025-03-26T11:09:57.612505Z", - "iopub.status.idle": "2025-03-26T11:09:58.781510Z", - "shell.execute_reply": "2025-03-26T11:09:58.780699Z" + "iopub.execute_input": "2025-03-26T12:55:12.136521Z", + "iopub.status.busy": "2025-03-26T12:55:12.135933Z", + "iopub.status.idle": "2025-03-26T12:55:13.303538Z", + "shell.execute_reply": "2025-03-26T12:55:13.302763Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 2980.3205000000003 MHz\n", + "CPU Freq: 3229.0237500000003 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/main/.doctrees/tutorials/installation/index.doctree b/main/.doctrees/tutorials/installation/index.doctree index b2e0f3d36bbec6ea09e03bf0f19534f5f101b4e4..82419606cff3f46ad1e4568af6b3978e5d6daf2c 100644 Binary files a/main/.doctrees/tutorials/installation/index.doctree and b/main/.doctrees/tutorials/installation/index.doctree differ diff --git a/main/.doctrees/tutorials/quick_start/index.doctree b/main/.doctrees/tutorials/quick_start/index.doctree index d76ec9a301f1f2c9ba52ea17b238281a45fadb2b..1b560125f9843452b8cfb83431f56445e7698af0 100644 Binary files a/main/.doctrees/tutorials/quick_start/index.doctree and b/main/.doctrees/tutorials/quick_start/index.doctree differ diff --git a/main/_sources/information/environment.result.ipynb.txt b/main/_sources/information/environment.result.ipynb.txt index e5e78a269ec0d241df9352b0b59126643eae3363..b0e5216011fad77e7ca848f994bb4c76840e763d 100644 --- a/main/_sources/information/environment.result.ipynb.txt +++ b/main/_sources/information/environment.result.ipynb.txt @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:09:57.613217Z", - "iopub.status.busy": "2025-03-26T11:09:57.612505Z", - "iopub.status.idle": "2025-03-26T11:09:58.781510Z", - "shell.execute_reply": "2025-03-26T11:09:58.780699Z" + "iopub.execute_input": "2025-03-26T12:55:12.136521Z", + "iopub.status.busy": "2025-03-26T12:55:12.135933Z", + "iopub.status.idle": "2025-03-26T12:55:13.303538Z", + "shell.execute_reply": "2025-03-26T12:55:13.302763Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 2980.3205000000003 MHz\n", + "CPU Freq: 3229.0237500000003 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/main/information/environment.html b/main/information/environment.html index ab332f2097ff07b767c3b2071538d52b11f8c0fc..320556201d5db468ac0cbef94e14209bfaa5e6ba 100644 --- a/main/information/environment.html +++ b/main/information/environment.html @@ -139,7 +139,7 @@ OS: Linux-6.8.0-1021-azure-x86_64-with-glibc2.34 Python: CPython 3.8.18 CPU Brand: AMD EPYC 7763 64-Core Processor CPU Count: 4 -CPU Freq: 3149.57825 MHz +CPU Freq: 3043.749 MHz Memory Size: 15.615 GiB Has CUDA: No diff --git a/main/information/environment.ipynb b/main/information/environment.ipynb index fc0b30bb8be0da404b18c409221bbba9d84817b4..576743dcfca459890ce6804544bf0ba381cd6470 100644 --- a/main/information/environment.ipynb +++ b/main/information/environment.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:14:31.919231Z", - "iopub.status.busy": "2025-03-26T11:14:31.919003Z", - "iopub.status.idle": "2025-03-26T11:14:33.081456Z", - "shell.execute_reply": "2025-03-26T11:14:33.080735Z" + "iopub.execute_input": "2025-03-26T12:59:43.679560Z", + "iopub.status.busy": "2025-03-26T12:59:43.678929Z", + "iopub.status.idle": "2025-03-26T12:59:44.842116Z", + "shell.execute_reply": "2025-03-26T12:59:44.841373Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3149.57825 MHz\n", + "CPU Freq: 3043.749 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/main/information/environment.result.html b/main/information/environment.result.html index cda429f5a353ef6496fdd1eb7e6d146e25443f72..77471ac5b9566913a75461f021b45fda05fa48a2 100644 --- a/main/information/environment.result.html +++ b/main/information/environment.result.html @@ -141,7 +141,7 @@ OS: Linux-6.8.0-1021-azure-x86_64-with-glibc2.34 Python: CPython 3.8.18 CPU Brand: AMD EPYC 7763 64-Core Processor CPU Count: 4 -CPU Freq: 2980.3205000000003 MHz +CPU Freq: 3229.0237500000003 MHz Memory Size: 15.615 GiB Has CUDA: No diff --git a/main/information/environment.result.ipynb b/main/information/environment.result.ipynb index e5e78a269ec0d241df9352b0b59126643eae3363..b0e5216011fad77e7ca848f994bb4c76840e763d 100644 --- a/main/information/environment.result.ipynb +++ b/main/information/environment.result.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:09:57.613217Z", - "iopub.status.busy": "2025-03-26T11:09:57.612505Z", - "iopub.status.idle": "2025-03-26T11:09:58.781510Z", - "shell.execute_reply": "2025-03-26T11:09:58.780699Z" + "iopub.execute_input": "2025-03-26T12:55:12.136521Z", + "iopub.status.busy": "2025-03-26T12:55:12.135933Z", + "iopub.status.idle": "2025-03-26T12:55:13.303538Z", + "shell.execute_reply": "2025-03-26T12:55:13.302763Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 2980.3205000000003 MHz\n", + "CPU Freq: 3229.0237500000003 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/main/searchindex.js b/main/searchindex.js index 4c3d5304f5fe3d92d2397117d0f624016a87210e..c1980b655781794aa71edc719d9f8d87bbe298c6 100644 --- a/main/searchindex.js +++ b/main/searchindex.js @@ -1 +1 @@ -Search.setIndex({"docnames": ["api_doc/ascii/drawing", "api_doc/ascii/index", "api_doc/config/index", "api_doc/config/meta", "api_doc/data/background", "api_doc/data/blob", "api_doc/data/decode", "api_doc/data/encode", "api_doc/data/image", "api_doc/data/index", "api_doc/data/layer", "api_doc/data/url", "api_doc/detect/booru_yolo", "api_doc/detect/censor", "api_doc/detect/eye", "api_doc/detect/face", "api_doc/detect/halfbody", "api_doc/detect/hand", "api_doc/detect/head", "api_doc/detect/index", "api_doc/detect/nudenet", "api_doc/detect/person", "api_doc/detect/similarity", "api_doc/detect/text", "api_doc/detect/visual", "api_doc/edge/canny", "api_doc/edge/index", "api_doc/edge/lineart", "api_doc/edge/lineart_anime", "api_doc/generic/classify", "api_doc/generic/clip", "api_doc/generic/enhance", "api_doc/generic/index", "api_doc/generic/siglip", "api_doc/generic/yolo", "api_doc/metadata/geninfo", "api_doc/metadata/index", "api_doc/metadata/lsb", "api_doc/metrics/aesthetic", "api_doc/metrics/ccip", "api_doc/metrics/dbaesthetic", "api_doc/metrics/index", "api_doc/metrics/laplacian", "api_doc/metrics/lpips", "api_doc/metrics/psnr_", "api_doc/ocr/index", "api_doc/operate/align", "api_doc/operate/censor", "api_doc/operate/imgcensor", "api_doc/operate/index", "api_doc/operate/squeeze", "api_doc/pose/dwpose", "api_doc/pose/format", "api_doc/pose/index", "api_doc/pose/visual", "api_doc/preprocess/base", "api_doc/preprocess/index", "api_doc/preprocess/pillow", "api_doc/preprocess/torchvision", "api_doc/preprocess/transformers", "api_doc/resource/background", "api_doc/resource/index", "api_doc/restore/adversarial", "api_doc/restore/index", "api_doc/restore/nafnet", "api_doc/restore/scunet", "api_doc/sd/index", "api_doc/sd/metadata", "api_doc/sd/model", "api_doc/sd/nai", "api_doc/segment/index", "api_doc/segment/isnetis", "api_doc/tagging/blacklist", "api_doc/tagging/character", "api_doc/tagging/deepdanbooru", "api_doc/tagging/deepgelbooru", "api_doc/tagging/format", "api_doc/tagging/index", "api_doc/tagging/match", "api_doc/tagging/mldanbooru", "api_doc/tagging/order", "api_doc/tagging/overlap", "api_doc/tagging/wd14", "api_doc/upscale/cdc", "api_doc/upscale/index", "api_doc/utils/cache", "api_doc/utils/func", "api_doc/utils/index", "api_doc/utils/onnxruntime", "api_doc/validate/aicheck", "api_doc/validate/bangumi_char", "api_doc/validate/classify", "api_doc/validate/color", "api_doc/validate/completeness", "api_doc/validate/dbrating", "api_doc/validate/furry", "api_doc/validate/index", "api_doc/validate/monochrome", "api_doc/validate/nsfw", "api_doc/validate/portrait", "api_doc/validate/rating", "api_doc/validate/real", "api_doc/validate/safe", "api_doc/validate/style_age", "api_doc/validate/teen", "api_doc/validate/truncate", "index", "information/environment", "information/environment.result", "tutorials/installation/index", "tutorials/quick_start/index"], "filenames": ["api_doc/ascii/drawing.rst", "api_doc/ascii/index.rst", "api_doc/config/index.rst", "api_doc/config/meta.rst", "api_doc/data/background.rst", "api_doc/data/blob.rst", "api_doc/data/decode.rst", "api_doc/data/encode.rst", "api_doc/data/image.rst", "api_doc/data/index.rst", "api_doc/data/layer.rst", "api_doc/data/url.rst", "api_doc/detect/booru_yolo.rst", "api_doc/detect/censor.rst", "api_doc/detect/eye.rst", "api_doc/detect/face.rst", "api_doc/detect/halfbody.rst", "api_doc/detect/hand.rst", "api_doc/detect/head.rst", "api_doc/detect/index.rst", "api_doc/detect/nudenet.rst", "api_doc/detect/person.rst", "api_doc/detect/similarity.rst", "api_doc/detect/text.rst", "api_doc/detect/visual.rst", "api_doc/edge/canny.rst", "api_doc/edge/index.rst", "api_doc/edge/lineart.rst", "api_doc/edge/lineart_anime.rst", "api_doc/generic/classify.rst", "api_doc/generic/clip.rst", "api_doc/generic/enhance.rst", "api_doc/generic/index.rst", "api_doc/generic/siglip.rst", "api_doc/generic/yolo.rst", "api_doc/metadata/geninfo.rst", "api_doc/metadata/index.rst", "api_doc/metadata/lsb.rst", "api_doc/metrics/aesthetic.rst", "api_doc/metrics/ccip.rst", "api_doc/metrics/dbaesthetic.rst", "api_doc/metrics/index.rst", "api_doc/metrics/laplacian.rst", "api_doc/metrics/lpips.rst", "api_doc/metrics/psnr_.rst", "api_doc/ocr/index.rst", "api_doc/operate/align.rst", "api_doc/operate/censor.rst", "api_doc/operate/imgcensor.rst", "api_doc/operate/index.rst", "api_doc/operate/squeeze.rst", "api_doc/pose/dwpose.rst", "api_doc/pose/format.rst", "api_doc/pose/index.rst", "api_doc/pose/visual.rst", "api_doc/preprocess/base.rst", "api_doc/preprocess/index.rst", "api_doc/preprocess/pillow.rst", "api_doc/preprocess/torchvision.rst", "api_doc/preprocess/transformers.rst", "api_doc/resource/background.rst", "api_doc/resource/index.rst", "api_doc/restore/adversarial.rst", "api_doc/restore/index.rst", "api_doc/restore/nafnet.rst", "api_doc/restore/scunet.rst", "api_doc/sd/index.rst", "api_doc/sd/metadata.rst", "api_doc/sd/model.rst", "api_doc/sd/nai.rst", "api_doc/segment/index.rst", "api_doc/segment/isnetis.rst", "api_doc/tagging/blacklist.rst", "api_doc/tagging/character.rst", "api_doc/tagging/deepdanbooru.rst", "api_doc/tagging/deepgelbooru.rst", "api_doc/tagging/format.rst", "api_doc/tagging/index.rst", "api_doc/tagging/match.rst", "api_doc/tagging/mldanbooru.rst", "api_doc/tagging/order.rst", "api_doc/tagging/overlap.rst", "api_doc/tagging/wd14.rst", "api_doc/upscale/cdc.rst", "api_doc/upscale/index.rst", "api_doc/utils/cache.rst", "api_doc/utils/func.rst", "api_doc/utils/index.rst", "api_doc/utils/onnxruntime.rst", "api_doc/validate/aicheck.rst", "api_doc/validate/bangumi_char.rst", "api_doc/validate/classify.rst", "api_doc/validate/color.rst", "api_doc/validate/completeness.rst", "api_doc/validate/dbrating.rst", "api_doc/validate/furry.rst", "api_doc/validate/index.rst", "api_doc/validate/monochrome.rst", "api_doc/validate/nsfw.rst", "api_doc/validate/portrait.rst", "api_doc/validate/rating.rst", "api_doc/validate/real.rst", "api_doc/validate/safe.rst", "api_doc/validate/style_age.rst", "api_doc/validate/teen.rst", "api_doc/validate/truncate.rst", "index.rst", "information/environment.ipynb", "information/environment.result.ipynb", "tutorials/installation/index.rst", "tutorials/quick_start/index.rst"], "titles": ["imgutils.ascii.drawing", "imgutils.ascii", "imgutils.config", "imgutils.config.meta", "imgutils.data.background", "imgutils.data.blob", "imgutils.data.decode", "imgutils.data.encode", "imgutils.data.image", "imgutils.data", "imgutils.data.layer", "imgutils.data.url", "imgutils.detect.booru_yolo", "imgutils.detect.censor", "imgutils.detect.eye", "imgutils.detect.face", "imgutils.detect.halfbody", "imgutils.detect.hand", "imgutils.detect.head", "imgutils.detect", "imgutils.detect.nudenet", "imgutils.detect.person", "imgutils.detect.similarity", "imgutils.detect.text", "imgutils.detect.visual", "imgutils.edge.canny", "imgutils.edge", "imgutils.edge.lineart", "imgutils.edge.lineart_anime", "imgutils.generic.classify", "imgutils.generic.clip", "imgutils.generic.enhance", "imgutils.generic", "imgutils.generic.siglip", "imgutils.generic.yolo", "imgutils.metadata.geninfo", "imgutils.metadata", "imgutils.metadata.lsb", "imgutils.metrics.aesthetic", "imgutils.metrics.ccip", "imgutils.metrics.dbaesthetic", "imgutils.metrics", "imgutils.metrics.laplacian", "imgutils.metrics.lpips", "imgutils.metrics.psnr_", "imgutils.ocr", "imgutils.operate.align", "imgutils.operate.censor_", "imgutils.operate.imgcensor", "imgutils.operate", "imgutils.operate.squeeze", "imgutils.pose.dwpose", "imgutils.pose.format", "imgutils.pose", "imgutils.pose.visual", "imgutils.preprocess.base", "imgutils.preprocess", "imgutils.preprocess.pillow", "imgutils.preprocess.torchvision", "imgutils.preprocess.transformers", "imgutils.resource.background", "imgutils.resource", "imgutils.restore.adversarial", "imgutils.restore", "imgutils.restore.nafnet", "imgutils.restore.scunet", "imgutils.sd", "imgutils.sd.metadata", "imgutils.sd.model", "imgutils.sd.nai", "imgutils.segment", "imgutils.segment.isnetis", "imgutils.tagging.blacklist", "imgutils.tagging.character", "imgutils.tagging.deepdanbooru", "imgutils.tagging.deepgelbooru", "imgutils.tagging.format", "imgutils.tagging", "imgutils.tagging.match", "imgutils.tagging.mldanbooru", "imgutils.tagging.order", "imgutils.tagging.overlap", "imgutils.tagging.wd14", "imgutils.upscale.cdc", "imgutils.upscale", "imgutils.utils.cache", "imgutils.utils.func", "imgutils.utils", "imgutils.utils.onnxruntime", "imgutils.validate.aicheck", "imgutils.validate.bangumi_char", "imgutils.validate.classify", "imgutils.validate.color", "imgutils.validate.completeness", "imgutils.validate.dbrating", "imgutils.validate.furry", "imgutils.validate", "imgutils.validate.monochrome", "imgutils.validate.nsfw", "imgutils.validate.portrait", "imgutils.validate.rating", "imgutils.validate.real", "imgutils.validate.safe", "imgutils.validate.style_age", "imgutils.validate.teen", "imgutils.validate.truncate", "Welcome to imgutils\u2019s Documentation", "Run Environment Information", "Run Environment Information", "Installation", "Quick Start"], "terms": {"img": [0, 5, 8, 29, 62, 67], "str": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 54, 57, 58, 59, 60, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "pathlik": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "byte": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 52, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "bytearrai": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 52, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "binaryio": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "imag": [0, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 53, 54, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 69, 70, 71, 74, 75, 76, 77, 79, 82, 83, 84, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 109], "max_width": 0, "int": [0, 4, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 27, 28, 29, 30, 33, 34, 37, 39, 43, 45, 46, 47, 48, 50, 51, 52, 54, 59, 60, 62, 64, 65, 71, 79, 83, 102], "none": [0, 4, 8, 10, 11, 13, 14, 15, 16, 17, 18, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 39, 47, 50, 51, 54, 57, 58, 59, 60, 67, 69, 72, 73, 88], "ellipsi": 0, "max_height": 0, "resampl": [0, 59], "2": [0, 8, 12, 22, 23, 38, 39, 40, 43, 45, 52, 59, 62, 67, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "level": [0, 13, 14, 15, 16, 17, 18, 21, 33, 34, 38, 47, 60, 74, 94], "aspect": [0, 24, 34, 46], "float": [0, 7, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 34, 39, 40, 42, 43, 44, 45, 47, 48, 50, 52, 54, 59, 60, 62, 69, 72, 73, 74, 75, 76, 79, 80, 81, 82, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "1": [0, 10, 12, 20, 21, 22, 38, 39, 40, 43, 45, 52, 59, 60, 62, 67, 68, 72, 73, 74, 75, 80, 82, 83, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108, 109], "8": [0, 12, 22, 37, 39, 43, 47, 52, 59, 62, 67, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 107, 108, 109], "sourc": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 54, 55, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "gener": [0, 4, 12, 15, 21, 35, 36, 66, 67, 69, 75, 79, 82, 87, 94, 106], "art": [0, 67], "base": [0, 18, 21, 22, 29, 30, 33, 34, 39, 40, 42, 43, 46, 47, 48, 50, 52, 54, 56, 57, 59, 60, 69, 71, 74, 75, 79, 80, 81, 82, 90, 94, 98, 100, 106], "given": [0, 6, 7, 8, 10, 11, 14, 15, 17, 18, 19, 20, 23, 25, 27, 28, 29, 30, 33, 37, 39, 42, 46, 48, 52, 55, 59, 67, 69, 72, 73, 78, 81, 82, 89, 91, 94, 97, 98, 100, 104], "paramet": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "imagetyp": [0, 5, 12, 13, 14, 15, 16, 17, 18, 21, 23, 24, 29, 31, 34, 35, 37, 39, 40, 42, 45, 47, 50, 51, 54, 64, 65, 67, 69, 75, 82, 83, 90, 93, 95, 98, 99, 101, 102, 103], "The": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 29, 30, 31, 33, 34, 35, 36, 37, 39, 40, 42, 45, 46, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 63, 64, 65, 67, 68, 69, 71, 73, 74, 75, 76, 78, 79, 80, 82, 83, 85, 86, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 109], "input": [0, 5, 12, 13, 14, 15, 16, 18, 20, 21, 23, 24, 29, 30, 31, 33, 34, 35, 37, 39, 40, 42, 45, 46, 47, 48, 50, 51, 54, 57, 59, 62, 64, 65, 67, 69, 72, 73, 75, 76, 78, 80, 82, 83, 86, 90, 93, 95, 98, 99, 101, 103], "option": [0, 4, 11, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 24, 29, 30, 33, 34, 35, 39, 45, 47, 50, 51, 54, 59, 60, 62, 67, 68, 69, 72, 73, 80, 85], "maximum": [0, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 34, 39, 45, 46, 47, 59, 62, 85, 102], "width": [0, 4, 10, 48, 59, 60, 79], "If": [0, 5, 8, 10, 11, 13, 14, 15, 16, 17, 18, 21, 22, 24, 29, 30, 33, 34, 35, 37, 39, 45, 47, 50, 52, 54, 57, 58, 59, 62, 64, 65, 67, 68, 69, 72, 73, 80, 82, 88, 89, 90, 91, 94, 97, 100, 104], "set": [0, 12, 24, 29, 30, 34, 39, 50, 52, 54, 59, 82, 88, 91, 94, 100, 104, 105], "automat": [0, 4, 30, 33, 39, 50, 88, 107, 108], "determin": [0, 8, 39, 98], "termin": 0, "size": [0, 4, 6, 7, 10, 11, 23, 24, 25, 27, 28, 39, 46, 48, 50, 54, 57, 58, 59, 60, 62, 64, 65, 67, 71, 79, 83, 84, 102, 107, 108], "height": [0, 4, 10, 48, 59, 60, 79], "filter": [0, 34, 50, 59, 62, 72, 73, 94, 96, 100], "us": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 43, 45, 47, 48, 50, 51, 54, 55, 57, 59, 62, 63, 64, 65, 67, 68, 69, 72, 74, 75, 76, 79, 82, 83, 85, 86, 88, 89, 90, 91, 94, 96, 97, 98, 100, 104], "when": [0, 7, 10, 12, 23, 25, 27, 28, 29, 30, 37, 39, 43, 47, 48, 52, 55, 59, 64, 67, 69, 71, 79, 83, 85, 88, 89, 105], "resiz": [0, 23, 24, 34, 46, 54, 57, 58, 59, 67, 79], "charact": [0, 39, 45, 54, 70, 71, 74, 75, 76, 77, 82, 90, 106], "repres": [0, 7, 10, 12, 13, 14, 15, 22, 39, 43, 47, 50, 52, 69, 71, 80, 89, 98, 105], "differ": [0, 8, 14, 15, 16, 17, 18, 21, 22, 30, 35, 36, 37, 39, 43, 44, 51, 52, 58, 59, 90, 95, 99, 101, 103, 107, 108], "intens": 0, "proport": [0, 90], "correct": [0, 37], "output": [0, 24, 29, 30, 33, 40, 54, 67, 68, 75, 80, 82, 109], "which": [0, 4, 10, 22, 23, 25, 27, 28, 33, 35, 39, 43, 48, 57, 59, 60, 63, 67, 68, 69, 71, 72, 75, 79, 85, 86, 88, 89, 91, 96, 97, 98, 105, 106, 107, 108, 109], "should": [0, 3, 10, 24, 39, 43, 47, 48, 50, 59, 71, 82, 109], "approxim": 0, "ratio": [0, 24, 34, 45, 46, 48, 79], "your": [0, 50, 64, 105, 107, 108, 109], "thi": [0, 3, 4, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 45, 47, 48, 50, 51, 52, 54, 55, 57, 58, 59, 62, 64, 65, 66, 67, 68, 69, 70, 74, 77, 81, 82, 83, 85, 86, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 107, 108], "valu": [0, 4, 8, 10, 13, 17, 18, 21, 22, 37, 39, 43, 47, 50, 52, 57, 58, 59, 68, 74, 79, 86, 89, 97, 105], "ensur": [0, 30, 34, 39, 46, 59, 64, 67, 85], "i": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 45, 47, 48, 50, 51, 52, 54, 55, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 79, 80, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109], "close": [0, 48, 67], "possibl": [0, 23, 30, 39, 48], "origin": [0, 4, 6, 8, 20, 25, 27, 28, 37, 38, 44, 47, 48, 50, 54, 71, 74, 76, 79, 80, 98], "default": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 25, 27, 28, 29, 30, 33, 34, 39, 40, 42, 43, 45, 47, 48, 50, 52, 54, 59, 60, 64, 65, 68, 71, 72, 73, 74, 76, 79, 82, 83, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "return": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 98, 99, 100, 101, 102, 103, 104, 105], "represent": [0, 22, 39, 57, 58, 67], "type": [0, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 24, 29, 30, 31, 33, 34, 35, 37, 39, 40, 42, 45, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 72, 73, 76, 78, 80, 81, 82, 83, 85, 86, 90, 93, 94, 95, 98, 99, 100, 101, 102, 103], "exampl": [0, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 34, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 57, 58, 59, 60, 62, 67, 71, 72, 73, 74, 75, 76, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 105], "here": [0, 12, 20, 26, 39, 43, 44, 67, 72, 74, 75, 79, 82, 83, 90, 92, 105, 107, 108], "an": [0, 4, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 52, 54, 57, 59, 62, 64, 65, 67, 69, 70, 71, 73, 74, 75, 77, 80, 82, 83, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "jerri": 0, "from": [0, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 27, 28, 29, 33, 34, 35, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 57, 58, 59, 60, 62, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 79, 80, 81, 82, 83, 85, 86, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 107, 108, 109], "import": [0, 6, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 21, 24, 34, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 57, 58, 59, 60, 62, 67, 71, 72, 73, 74, 75, 76, 79, 80, 81, 82, 83, 85, 86, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 105, 107, 108, 109], "print": [0, 5, 12, 17, 18, 21, 22, 34, 67, 68, 107, 108, 109], "png": [0, 5, 8, 10, 13, 24, 35, 37, 42, 47, 48, 50, 62, 67, 69, 71, 82, 83, 92, 105], "draw": [1, 24, 26, 27, 54, 98, 106], "ascii_draw": 1, "meta": [2, 106, 109], "__title__": [2, 109], "__version__": [2, 109], "__description__": [2, 109], "__author__": [2, 109], "__author_email__": 2, "overview": [3, 4, 6, 7, 9, 10, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 26, 27, 28, 31, 32, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 50, 51, 53, 59, 60, 61, 62, 63, 64, 65, 66, 67, 70, 71, 72, 73, 74, 75, 76, 77, 79, 82, 83, 84, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105], "inform": [3, 30, 33, 34, 35, 36, 37, 54, 67, 69, 81], "packag": 3, "titl": [3, 69], "project": [3, 20, 74, 82, 105], "version": [3, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 34, 38, 47, 64, 65, 67, 68, 85, 91, 106, 109], "short": [3, 75, 79, 82], "descript": [3, 20, 29, 33, 69], "includ": [3, 5, 8, 11, 12, 13, 20, 21, 22, 24, 29, 30, 31, 33, 34, 35, 36, 51, 52, 58, 59, 66, 67, 68, 69, 75, 82, 86, 90, 98], "setup": 3, "py": [3, 71], "author": [3, 68], "email": 3, "step": [4, 48, 59, 67], "forecolor": [4, 25, 27, 28], "lightgrei": 4, "backcolor": [4, 25, 27, 28], "white": [4, 8, 25, 27, 28, 30, 59, 67, 71], "creat": [4, 29, 30, 33, 34, 35, 47, 57, 58, 59, 67, 69, 73, 89], "black": [4, 47, 67], "squar": [4, 59], "can": [4, 5, 8, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 24, 26, 30, 33, 35, 37, 39, 43, 47, 51, 52, 57, 59, 67, 68, 69, 75, 80, 82, 88, 90, 96, 97, 106, 109], "complement": 4, "transpar": [4, 8, 10, 25, 27, 28, 48, 50, 71, 83], "area": [4, 10, 12, 22, 23, 47, 48], "grid": 4, "pixel": [4, 24, 37, 47, 48, 50, 59, 62, 67, 71, 97], "mean": [4, 20, 22, 23, 25, 27, 28, 29, 39, 42, 43, 48, 52, 57, 58, 59, 88, 91, 109], "function": [4, 7, 8, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 35, 36, 37, 39, 42, 45, 47, 48, 50, 51, 54, 57, 58, 59, 62, 64, 66, 67, 68, 69, 81, 82, 83, 85, 86, 90, 94, 98, 100, 105], "suitabl": [4, 57, 59, 74, 98], "color": [4, 8, 10, 25, 27, 28, 47, 62, 67, 71, 96, 97, 106], "fore": [4, 25, 27, 28], "back": [4, 82], "A": [4, 5, 8, 13, 14, 15, 16, 17, 18, 20, 21, 25, 27, 28, 29, 34, 37, 38, 39, 40, 45, 46, 47, 48, 50, 57, 59, 60, 67, 68, 69, 73, 76, 81, 85, 88, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 102, 103, 104, 109], "rgba": [4, 8, 31, 37, 64, 65, 71, 83], "contain": [4, 5, 10, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 29, 30, 33, 34, 39, 40, 52, 54, 59, 64, 67, 68, 69, 75, 79, 82, 91, 94, 100, 102, 104], "add": [4, 35, 68, 69, 76], "rgb": [4, 6, 7, 8, 30, 31, 47, 59, 60, 67, 71, 83], "In": [4, 27, 39, 90, 91], "document": [4, 107, 108, 109], "accur": [4, 13, 21, 94, 100], "present": [4, 35, 69, 74], "state": [4, 33], "shown": [4, 70], "follow": [4, 29, 39, 52, 58, 59, 63, 68, 69, 75, 82, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104, 109], "figur": 4, "modul": [5, 8, 11, 12, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 35, 36, 37, 57, 58, 66, 68, 69, 70, 82, 85, 86, 94, 100, 106], "provid": [5, 8, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 31, 33, 34, 35, 36, 37, 39, 47, 50, 52, 54, 57, 58, 59, 66, 67, 68, 69, 79, 80, 82, 85, 86, 88, 94, 100], "util": [5, 8, 11, 20, 21, 29, 32, 34, 43, 46, 50, 53, 57, 58, 63, 66, 68, 74, 75, 79, 82, 106], "handl": [5, 8, 11, 29, 30, 33, 34, 36, 37, 55, 58, 59, 66, 69], "url": [5, 9, 13, 16, 18, 30, 37, 67, 106], "convers": [5, 8, 34, 58, 59], "between": [5, 14, 15, 21, 22, 29, 30, 33, 39, 43, 44, 48, 58, 64, 65, 73, 79, 83, 86], "valid": [5, 11, 47, 48, 52, 59, 106], "format": [5, 8, 10, 25, 27, 28, 29, 30, 33, 34, 35, 36, 37, 40, 47, 50, 51, 53, 57, 59, 67, 68, 69, 75, 77, 82, 98, 106], "support": [5, 6, 8, 11, 14, 15, 16, 18, 21, 29, 33, 34, 35, 48, 54, 57, 58, 59, 64, 65, 67, 68, 69, 82, 83], "convert": [5, 8, 30, 35, 37, 39, 52, 57, 58, 59, 69, 82, 98], "specifi": [5, 8, 22, 23, 24, 29, 30, 33, 34, 39, 47, 48, 50, 59, 67, 68, 69, 73, 75, 80, 82, 85], "load": [5, 8, 13, 14, 17, 18, 29, 30, 33, 34, 35, 37, 67, 82, 88], "variou": [5, 8, 14, 15, 17, 21, 22, 24, 29, 31, 33, 34, 36, 59, 67, 69, 86, 109], "mime": 5, "jpg": [5, 6, 7, 8, 11, 12, 14, 15, 16, 17, 18, 21, 24, 29, 34, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 51, 60, 71, 74, 75, 79, 82, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 105], "save_kwarg": 5, "string": [5, 13, 15, 16, 20, 37, 52, 67, 68, 76, 88, 105], "pil": [5, 6, 7, 8, 10, 11, 17, 24, 30, 34, 43, 46, 47, 48, 50, 57, 59, 60, 62, 67, 75, 83, 92, 97], "numpi": [5, 6, 10, 24, 30, 33, 37, 39, 50, 52, 82, 86], "arrai": [5, 10, 24, 30, 37, 39, 43, 50, 52, 82, 86], "file": [5, 8, 10, 11, 12, 13, 16, 18, 24, 35, 37, 43, 60, 66, 67, 68, 69, 88, 97, 105, 106], "path": [5, 8, 10, 12, 13, 16, 18, 24, 30, 34, 37, 60, 67, 68, 69, 75, 92, 97, 105], "desir": [5, 60], "addit": [5, 11, 29, 30, 33, 34, 35, 47, 48, 58, 67, 69], "keyword": [5, 11, 29, 30, 33, 34, 35, 47, 48, 67, 69, 85], "argument": [5, 11, 29, 30, 33, 34, 35, 47, 48, 51, 52, 67, 69, 73, 75, 82, 85], "pass": [5, 11, 27, 28, 29, 30, 33, 34, 35, 47, 48, 67, 71, 79, 83, 85], "save": [5, 10, 24, 35, 62, 67, 68, 69, 71], "encod": [5, 6, 9, 29, 30, 33, 37, 69, 106], "open": [5, 6, 7, 8, 10, 12, 17, 29, 34, 46, 47, 48, 50, 62, 67, 68, 83, 88], "test": [5, 43, 83, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104], "blob_url": 5, "qualiti": [5, 23, 40, 61, 67, 82, 83], "95": [5, 34, 59, 72, 73, 80], "base64": 5, "pre": [5, 13, 15, 18, 30, 33, 40], "object": [5, 6, 8, 10, 11, 12, 18, 22, 24, 34, 35, 37, 43, 47, 51, 54, 55, 58, 59, 60, 67, 69, 74, 75, 88, 91, 92, 94, 97, 100, 104], "rais": [5, 8, 11, 13, 14, 16, 17, 18, 21, 22, 29, 33, 34, 37, 47, 50, 52, 55, 57, 58, 59, 62, 67, 68, 69, 72, 73, 80], "valueerror": [5, 11, 13, 16, 18, 21, 22, 29, 33, 37, 50, 59, 69, 80], "unsupport": [5, 45, 58, 59, 80], "method": [5, 11, 29, 30, 31, 33, 34, 36, 37, 39, 47, 59, 94, 100], "warn": 5, "userwarn": 5, "doesn": [5, 37, 73], "t": [5, 37, 73], "match": [5, 22, 33, 37, 50, 59, 73, 77, 106], "actual": [5, 18, 21, 45], "invalid": [5, 13, 16, 18, 21, 29, 33, 35, 59], "show": [5, 11, 13, 14, 15, 16, 51], "bool": [5, 7, 8, 11, 24, 27, 34, 39, 45, 47, 50, 51, 54, 59, 64, 65, 68, 69, 72, 73, 74, 75, 76, 78, 79, 82, 83, 89, 97, 105], "effici": [5, 20, 23, 30, 68, 86], "without": [5, 34, 62, 67, 72, 73, 81], "content": [5, 11, 12, 27, 45, 70], "true": [5, 7, 8, 11, 24, 34, 39, 47, 48, 51, 54, 57, 58, 59, 64, 65, 68, 69, 72, 73, 76, 78, 82, 89, 92, 97, 105], "fals": [5, 6, 7, 8, 11, 24, 27, 34, 39, 45, 47, 59, 64, 65, 67, 68, 69, 72, 73, 74, 75, 76, 78, 79, 82, 83, 89, 92, 97, 105], "otherwis": [5, 8, 11, 35, 39, 59, 64, 65, 69, 72, 73, 78, 83, 88], "abc": 5, "svg": 5, "xml": 5, "jpeg": [5, 63, 67, 92, 105], "text": [5, 19, 24, 30, 33, 45, 67, 76, 78, 106], "plain": 5, "hello": 5, "order_": [6, 7], "chw": [6, 7], "both": [6, 13, 22, 30, 33, 45, 57, 68, 82], "np": [6, 7, 10, 29, 30, 33, 37, 39, 48, 50, 52, 82, 86], "uint8": [6, 7], "float32": [6, 7, 10, 25, 27, 28, 39], "ar": [6, 10, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 29, 30, 33, 34, 35, 39, 42, 43, 44, 45, 47, 52, 55, 58, 59, 60, 63, 67, 68, 69, 72, 73, 74, 75, 79, 80, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 99, 100, 101, 102, 103, 104, 105], "order": [6, 7, 59, 76, 77, 106], "rgb_encod": [6, 9], "custom_imag": [6, 7], "data_cwh": 6, "cwh": 6, "data_int": 6, "use_float": [6, 7], "mode": [6, 7, 8, 22, 34, 37, 58, 60, 67, 80, 83, 88], "1606x1870": [6, 7], "0x7fb9b89bbdc0": 6, "0x7fb9b89bbe50": 6, "0x7fb9b89bbdf0": 6, "invers": 6, "oper": [6, 30, 33, 38, 39, 40, 42, 43, 59, 68, 106], "ndarrai": [7, 10, 29, 30, 33, 37, 39, 43, 48, 50, 52, 82, 86], "channel": [7, 8, 31, 59, 64, 65, 83], "jpegimageplugin": [7, 60], "jpegimagefil": [7, 60], "0x7f9ec37389d0": 7, "shape": [7, 39, 43, 50, 71, 82], "dtype": [7, 39], "3": [7, 10, 12, 13, 14, 15, 21, 22, 39, 40, 43, 45, 47, 52, 54, 59, 62, 67, 75, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108, 109], "1870": 7, "1606": 7, "whc": 7, "": [7, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 29, 34, 35, 37, 45, 47, 57, 59, 67, 82, 85, 93], "result": [7, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 37, 40, 43, 45, 47, 48, 50, 51, 71, 74, 75, 82, 86, 93, 94, 100], "same": [7, 8, 39, 44, 82, 85], "torchvis": [7, 56, 106], "transform": [7, 8, 55, 56, 57, 58, 76, 106], "to_tensor": [7, 57, 58], "process": [8, 9, 11, 13, 14, 16, 17, 22, 31, 34, 36, 37, 39, 57, 59, 62, 64, 65, 66, 73, 82, 109], "manipul": [8, 66], "python": [8, 37, 62, 85, 107, 108, 109], "librari": [8, 34, 57, 59, 62, 109], "It": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 35, 36, 47, 48, 50, 54, 57, 58, 66, 68, 69, 82, 85, 86, 98, 109], "multipl": [8, 10, 16, 30, 33, 37, 39, 43, 67], "ad": [8, 12, 59, 68, 69, 76], "background": [8, 9, 25, 27, 28, 30, 61, 67, 71, 106], "check": [8, 11, 37, 42, 68, 72, 73, 78, 89, 92, 102, 105, 109], "alpha": [8, 31, 64, 65], "design": [8, 22, 29, 33, 35, 36], "simplifi": [8, 90], "common": [8, 58], "relat": [8, 12, 14, 17, 66, 73, 86], "task": [8, 21, 22, 33, 36, 47, 57], "applic": [8, 57, 74, 79, 98], "kei": [8, 18, 22, 30, 59, 68, 75, 82], "featur": [8, 13, 18, 30, 32, 33, 39, 43, 69, 71, 74, 75, 76, 82, 90], "binari": [8, 86], "like": [8, 12, 19, 24, 58, 59, 79, 85, 109], "onc": 8, "particularli": [8, 22, 29, 35, 36, 69, 85], "requir": [8, 10, 20, 21, 39, 48, 68, 69, 94, 100, 109], "preprocess": [8, 20, 29, 30, 34, 39, 64, 106], "befor": [8, 37, 39, 68, 82], "further": 8, "analysi": [8, 40], "force_background": [8, 59], "appli": [8, 15, 18, 20, 31, 39, 47, 48, 50, 57, 59, 62, 82, 86], "necessari": [8, 39, 74, 79], "ha": [8, 23, 45, 58, 83, 98, 107, 108], "4": [8, 12, 15, 17, 18, 22, 37, 38, 39, 40, 43, 47, 52, 62, 64, 65, 67, 75, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108], "avoid": [8, 74], "anomali": 8, "dure": [8, 29, 37, 76, 97, 105], "subsequ": [8, 30, 47], "union": [8, 13, 14, 15, 16, 17, 18, 21, 22, 30, 33, 37, 39, 47, 52, 57, 59, 67, 69, 72, 73, 80], "retain": 8, "typeerror": [8, 52, 57, 58, 59, 72, 73, 80], "isinst": 8, "list": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 39, 43, 45, 47, 48, 51, 54, 57, 58, 59, 60, 72, 73, 80, 81, 82, 89, 91, 94, 100, 104], "tupl": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 39, 40, 43, 45, 47, 48, 51, 59, 82, 90, 91, 93, 94, 95, 98, 99, 100, 101, 102, 103, 104], "take": [8, 54, 59], "singl": [8, 16, 33, 37, 39, 58, 59, 76, 82, 86], "call": [8, 26, 67], "each": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 29, 34, 39, 43, 50, 57, 66, 76, 78, 82, 83, 98], "item": [8, 10, 18], "batch": [8, 64, 65, 82, 83, 102], "multiimagestyp": [8, 30, 33, 39, 48], "iter": [8, 59, 62, 73], "img_path": 8, "image1": 8, "image2": 8, "loaded_imag": 8, "len": [8, 60], "all": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 26, 29, 30, 33, 34, 38, 39, 40, 42, 43, 45, 51, 52, 62, 64, 65, 68, 70, 71, 75, 77, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "pillow": [8, 56, 106], "boolean": [8, 39], "tool": [9, 16, 24, 29, 31, 38, 39, 40, 41, 47, 62, 70, 76, 96, 98], "basic": [9, 57, 61, 73], "grid_background": 9, "grid_transpar": 9, "blob": [9, 71, 106], "to_blob_url": 9, "load_image_from_blob_url": 9, "is_valid_image_blob_url": 9, "decod": [9, 37, 106], "rgb_decod": 9, "load_imag": [9, 24, 51, 67], "has_alpha_channel": 9, "layer": [9, 86, 106], "istack": 9, "download_image_from_url": 9, "is_http_url": 9, "mai": [10, 14, 17, 39, 63, 67, 74, 79, 85, 105, 107, 108], "block": [10, 29, 33, 34], "togeth": 10, "new": [10, 23, 29, 52, 64, 65, 67, 68, 73], "similar": [10, 12, 19, 30, 33, 39, 43, 59, 79, 82, 106], "techniqu": [10, 31, 37], "p": [10, 74, 75, 79, 82], "need": [10, 16, 34, 45, 48, 85, 89, 91, 94, 97, 100, 104], "stack": [10, 82], "addition": 10, "second": [10, 22, 39, 44, 78], "element": [10, 82], "rang": [10, 39, 43, 48], "left": [10, 47, 48, 52, 86], "0": [10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 29, 30, 34, 38, 39, 40, 43, 45, 47, 48, 50, 52, 54, 57, 58, 59, 62, 67, 68, 72, 73, 74, 75, 76, 79, 80, 81, 82, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108, 109], "right": [10, 47, 52, 86], "two": [10, 22, 39, 44, 62, 78, 97], "dimension": [10, 82], "h": [10, 25, 27, 28, 50, 71], "w": [10, 25, 27, 28, 50, 71, 82], "posit": [10, 39, 47, 48, 90], "target": [10, 19, 25, 27, 28, 30, 48, 59], "By": [10, 45], "first": [10, 12, 16, 22, 34, 39, 44, 78], "howev": [10, 39], "solid": [10, 47], "pure": [10, 71], "lime": [10, 71], "nian": 10, "nian_lim": 10, "yellow": [10, 67], "5": [10, 12, 16, 21, 22, 39, 40, 43, 45, 48, 50, 52, 57, 58, 59, 60, 67, 74, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "9": [10, 12, 22, 39, 43, 52, 59, 67, 80, 89, 90, 91, 93, 94, 97, 98, 99, 100, 101, 103, 104], "nian_tran": 10, "custom": [10, 13, 14, 15, 16, 17, 18, 21, 29, 33, 34, 37, 40, 47, 48, 50, 58, 59, 67, 68, 72], "mask": [10, 25, 27, 28, 48, 50, 71], "hs1": 10, "ab": 10, "linspac": 10, "ws1": 10, "nian_mask": 10, "hxw": [10, 25, 27, 28, 50], "download": 11, "special": [11, 12], "github": [11, 51, 107, 108, 109], "hug": [11, 18, 29, 30, 33, 34, 39, 59, 82], "face": [11, 18, 19, 20, 29, 30, 33, 34, 39, 52, 54, 59, 67, 73, 82, 90, 106], "progress": [11, 64, 65, 83], "track": 11, "host": [11, 12, 15, 20, 23, 30, 39, 45, 60, 75, 83, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104, 109], "main": [11, 17, 20, 21, 24, 29, 30, 33, 34, 39, 59, 67, 69, 71, 74, 85, 109], "compon": [11, 12, 22, 29, 30, 33, 34, 85], "http": [11, 51, 71, 109], "intern": [11, 33, 55, 68], "silent": [11, 64, 65, 83], "expected_s": 11, "kwarg": [11, 12, 13, 14, 15, 16, 17, 18, 21, 29, 30, 33, 34, 35, 47, 48, 67, 69], "suppress": [11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 24, 34, 47, 83], "bar": 11, "displai": [11, 30, 33, 64, 65], "expect": [11, 37, 59], "session": 11, "get": [11, 25, 27, 28, 30, 38, 40, 60, 61, 67, 71, 74, 77, 82, 88, 90, 95, 97, 99, 101, 103], "especi": 11, "hf": 11, "request": 11, "requestexcept": 11, "fail": [11, 13], "unidentifiedimageerror": 11, "com": [11, 51, 109], "ftp": 11, "booru": 12, "yolo": [12, 18, 20, 32, 106], "aperveyev": 12, "deepgh": [12, 13, 14, 15, 16, 17, 18, 20, 23, 39, 43, 45, 60, 75, 79, 83, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104, 109], "overal": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 26, 38, 39, 40, 42, 43, 45, 51, 62, 64, 65, 70, 77, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "benchmark": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 26, 38, 39, 40, 42, 43, 45, 51, 62, 64, 65, 70, 77, 83, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "explan": 12, "No": [12, 67, 107, 108], "head": [12, 19, 24, 51, 73, 90, 99, 106], "anim": [12, 13, 14, 15, 16, 17, 18, 19, 21, 26, 28, 38, 39, 40, 42, 51, 53, 54, 60, 67, 70, 71, 73, 74, 77, 83, 90, 91, 94, 95, 99, 100, 101, 103, 104, 109], "pretti": 12, "girl": [12, 45, 73], "onli": [12, 13, 14, 15, 16, 17, 18, 21, 24, 39, 68, 73, 74, 79, 82, 97], "bust": 12, "torso": 12, "part": [12, 50, 51, 52], "collarbon": 12, "center": [12, 48, 58, 59], "pair": [12, 22, 33], "cover": [12, 20, 48, 67, 73], "breast": [12, 20, 73, 74, 75, 79, 81, 82], "boob": 12, "bra": 12, "nippl": [12, 13, 47, 67], "mostli": [12, 16], "visibl": [12, 24], "nsfw": [12, 47, 96, 106], "shld": 12, "shoulder": [12, 52], "mayb": 12, "one": [12, 33, 37, 43, 45, 59, 73, 82], "view": [12, 45], "profil": 12, "exactli": 12, "rear": 12, "exclud": 12, "sideb": 12, "uncov": 12, "other": [12, 39, 45, 59, 78, 81, 90], "visual": [12, 13, 14, 15, 16, 18, 19, 21, 39, 41, 51, 53, 82, 106], "mark": 12, "belli": [12, 20], "button": [12, 29, 75], "hip": [12, 52], "half": [12, 16, 73], "stock": 12, "line": [12, 26, 27, 54], "knee": [12, 52], "below": [12, 54, 70, 109], "6": [12, 22, 24, 39, 43, 52, 59, 62, 72, 73, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108], "nopan": 12, "panti": [12, 76], "cloth": 12, "bikini": 12, "regardless": 12, "censor": [12, 19, 47, 48, 94, 100, 106], "evid": 12, "7": [12, 13, 15, 16, 17, 18, 34, 39, 43, 45, 47, 50, 52, 59, 67, 72, 73, 79, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "butt": 12, "buttock": [12, 20], "least": [12, 36, 37, 69], "partial": 12, "behind": 12, "more": [12, 13, 32, 33, 45, 52, 57, 67, 85, 88], "less": [12, 13, 15, 21, 89], "stand": [12, 67, 74, 75, 79, 82], "sit": [12, 73], "ass": 12, "split": [12, 79], "leg": [12, 67], "wide": [12, 67], "90": 12, "degre": [12, 48], "typic": [12, 13, 30, 59], "abov": [12, 13, 14, 15, 16, 17, 18, 21, 50, 91, 94, 100, 104], "10": [12, 23, 29, 39, 43, 48, 52, 59, 62, 89, 90, 91, 94, 97, 98, 100, 101], "sprd": 12, "strongli": [12, 83], "11": [12, 39, 52, 89, 90, 91, 94, 97, 98, 100, 101], "vsplt": 12, "pose": [12, 39, 106], "12": [12, 24, 39, 47, 52, 59, 89, 90, 91, 94, 97, 98, 100, 101], "vsprd": 12, "vsplit": 12, "13": [12, 39, 52, 90, 91, 94, 98, 101, 103], "full": [12, 67], "almost": 12, "side": [12, 46, 73, 105], "usual": [12, 43], "ly": 12, "14": [12, 52, 59, 90, 91, 94, 98, 101, 109], "wing": [12, 73], "dragon": 12, "poni": 12, "15": [12, 42, 44, 52, 59, 90, 91, 94, 98, 101, 107, 108], "feral": 12, "four": [12, 13, 90], "non": [12, 13, 14, 15, 16, 17, 18, 20, 21, 34, 47, 95], "human": [12, 13, 14, 15, 16, 17, 18, 21, 51, 53, 89], "16": [12, 52, 59, 62, 64, 65, 90, 94, 98, 101], "hdrago": 12, "style": [12, 16, 21, 48, 103, 109], "17": [12, 52, 59, 98, 103], "hponi": 12, "18": [12, 20, 52, 59, 94, 98, 100, 107, 108], "hfox": 12, "cartoon": 12, "fox": 12, "dog": 12, "zootopia": 12, "nick": 12, "wild": 12, "19": [12, 52, 98], "hrabb": 12, "rabbit": 12, "judi": 12, "hopp": 12, "bunnygirl": 12, "20": [12, 29, 52, 59, 67, 98], "hcat": 12, "cat": [12, 73, 80], "catgirl": 12, "sharp": 12, "muzzl": 12, "compar": [12, 22, 33], "21": [12, 16, 52, 59, 103], "hbear": 12, "bear": 12, "22": [12, 52, 59], "jacko": 12, "memet": 12, "jack": 12, "o": [12, 67, 69, 79, 82, 94, 97, 107, 108], "contest": 12, "toward": [12, 52], "viewer": [12, 67], "23": [12, 52, 59], "jackx": 12, "sometim": 12, "24": [12, 39, 43, 52, 59, 62], "hhors": 12, "hors": 12, "implement": [12, 30, 33, 44, 85], "aa09": 12, "25": [12, 15, 20, 34, 44, 59, 103], "hbird": 12, "bird": 12, "name": [12, 13, 14, 15, 16, 17, 18, 21, 23, 29, 30, 33, 34, 39, 40, 45, 47, 52, 57, 58, 59, 74, 79, 82, 83, 89, 90, 93, 95, 98, 99, 101, 102, 103], "releas": 12, "time": [12, 69, 83], "yolov8s_pp09": 12, "2023": 12, "focus": 12, "class": [12, 14, 17, 18, 29, 30, 31, 33, 34, 37, 47, 48, 52, 55, 57, 59, 60, 66, 67, 69, 73, 90, 91, 94, 95, 99, 100, 101, 103, 104], "advanc": [12, 109], "capabl": [12, 30, 37, 45], "specif": [12, 13, 18, 29, 30, 33, 35, 37, 47, 52, 55, 57, 59, 69, 70, 90, 94, 100], "scenario": [12, 74, 79, 85], "yolov8s_pp12": 12, "2024": 12, "final": 12, "patch": 12, "continu": 12, "focu": [12, 67], "enhanc": [12, 32, 106], "improv": [12, 23, 82], "previou": 12, "yolov8m_pp13": 12, "offer": [12, 15, 16, 17, 22, 57, 69, 97], "yolov8n_as01": 12, "spinoff": 12, "26": [12, 59], "train": [12, 13, 14, 15, 16, 17, 18, 21, 39, 40, 74, 75, 76, 79, 83, 94, 100], "80": 12, "epoch": 12, "sfw": 12, "subset": 12, "wa": 12, "eventu": 12, "abandon": 12, "due": [12, 38, 39, 74, 79, 85, 90, 105], "ineffect": 12, "yolov8m_as02": 12, "start": [12, 37, 48, 67, 106], "30": [12, 21, 48], "public": [12, 30], "friendli": [12, 109], "reduc": [12, 39, 50, 82], "yolov8m_as03": 12, "as02": 12, "60": 12, "aim": 12, "bottleneck": 12, "reproduc": 12, "yolov8s_aa06": 12, "initi": [12, 29, 30, 34, 37, 47, 60, 73], "current": [12, 58, 64, 67, 94, 100, 107, 108, 109], "reincarn": 12, "some": [12, 29, 32, 39, 43, 44, 48, 61, 72, 74, 75, 79, 82, 83, 85, 92, 105, 107, 108], "yolov8s_aa09": 12, "updat": [12, 29, 30, 33, 34, 68], "dataset": [12, 13, 14, 15, 16, 17, 18, 21, 40, 43, 82, 96], "closeup": 12, "adjust": [12, 34, 43, 73], "larg": [12, 27, 30, 39, 82], "hat": [12, 73], "aa06": 12, "yolov8s_aa10": 12, "major": 12, "fix": 12, "issu": [12, 18, 64], "wear": 12, "yolov8s_aa11": 12, "latest": [12, 34, 74, 79], "mainstream": 12, "aa10": 12, "outstand": 12, "map": [12, 29, 45, 51, 72, 73, 76, 80, 81, 86, 98, 102], "score": [12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 29, 30, 33, 38, 40, 42, 43, 45, 51, 52, 54, 76, 80, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "though": 12, "note": [12, 16, 39, 48, 67, 90, 94, 97, 100, 107, 108], "complet": [12, 34, 48, 90, 96, 106], "fair": 12, "bias": 12, "model_nam": [12, 13, 14, 15, 16, 17, 18, 21, 29, 30, 33, 34, 40, 47, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "conf_threshold": [12, 13, 14, 15, 16, 17, 18, 21, 34, 47], "iou_threshold": [12, 13, 14, 15, 16, 17, 18, 20, 21, 34, 47], "perform": [12, 16, 20, 21, 23, 30, 33, 34, 39, 45, 47, 48, 51, 59, 74, 85, 97, 98, 107, 108], "confid": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 34, 40, 45, 47, 52, 54, 75, 82], "threshold": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 25, 34, 39, 42, 43, 45, 47, 50, 54, 74, 75, 79, 82, 89, 97], "iou": [12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 34, 47], "bounding_box": 12, "x1": [12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 34, 47, 48], "y1": [12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 34, 47, 48], "x2": [12, 20, 22], "y2": [12, 20, 22], "box": [12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 45, 51], "f": [12, 17, 22, 39, 43, 67, 86], "2f": 12, "point": [13, 17, 39, 52, 59], "femal": [13, 20, 47, 73], "genit": 13, "male": [13, 20, 73], "anime_censor_detect": 13, "yolov8": [13, 14, 15, 16, 17, 18, 21], "model": [13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 26, 27, 28, 29, 30, 31, 33, 34, 38, 39, 40, 43, 45, 47, 51, 52, 54, 59, 62, 63, 64, 65, 66, 67, 70, 74, 75, 76, 77, 79, 82, 83, 86, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 106, 109], "v1": [13, 14, 15, 16, 17, 21, 47, 67, 82], "identifi": [13, 29, 37, 64], "locat": 13, "anatom": 13, "analyz": [13, 20, 40], "data": [13, 16, 18, 35, 37, 39, 51, 58, 66, 67, 74, 76, 94, 100, 106, 107, 108, 109], "either": [13, 14, 15, 16, 17, 33, 39, 59, 82, 86], "standard": [13, 15, 16, 17, 35, 59, 85], "n": [13, 14, 15, 16, 17, 18, 21, 37, 39, 47, 59, 67], "nano": [13, 15, 16, 17, 47], "faster": [13, 14, 15, 16, 17, 18, 47], "while": [13, 15, 16, 17, 24, 34, 46, 48, 62, 85], "slower": [13, 21], "construct": [13, 14, 16, 17, 47, 82], "intersect": [13, 14, 15, 16, 17, 18, 21, 22, 47], "over": [13, 14, 15, 16, 17, 18, 21, 22, 23, 47, 73], "merg": [13, 14, 15, 16, 17, 39], "integ": [13, 37, 43, 52, 59], "x0": [13, 14, 15, 16, 17, 18, 21, 24, 34, 47, 48], "y0": [13, 14, 15, 16, 17, 18, 21, 24, 34, 47, 48], "bound": [13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 51], "indic": [13, 39, 52, 55, 74, 79, 82], "nipple_f": [13, 47], "peni": [13, 47], "pussi": [13, 47, 67], "runtimeerror": [13, 29, 33], "detection_visu": [13, 14, 15, 16, 18, 19, 21], "nude_girl": [13, 47], "365": 13, "264": 13, "399": 13, "289": [13, 14], "7473511695861816": 13, "224": [13, 57, 58, 59], "260": 13, "252": 13, "285": 13, "6830288171768188": 13, "206": 13, "523": [13, 47, 48], "240": 13, "608": 13, "6799028515815735": 13, "matplotlib": [13, 14, 15, 16, 24, 51], "pyplot": [13, 14, 15, 16, 51], "plt": [13, 14, 15, 16, 51], "imshow": [13, 14, 15, 16, 51], "anime_eye_detect": 14, "allow": [14, 15, 17, 18, 21, 30, 34, 37, 55, 57, 59, 85], "trade": [14, 16], "off": [14, 16], "speed": [14, 15, 16, 17, 18, 21, 25, 83], "accuraci": [14, 15, 16, 17, 18, 21, 45, 89, 91, 94, 97, 100, 104], "higher": [14, 15, 16, 17, 18, 20, 23, 97], "consid": [14, 17, 22, 39, 45, 48, 50, 60, 73, 94, 100], "overlap": [14, 16, 17, 18, 22, 64, 65, 74, 75, 77, 79, 82, 83, 106], "coordin": [14, 15, 16, 17, 18, 24, 34, 48, 52, 62], "alwai": [14, 16, 17, 18, 45], "except": [14, 17, 37, 55, 59, 67], "predict": [14, 18, 21, 29, 30, 33, 34, 75, 82, 89, 91, 93, 94, 97, 98, 100, 102, 104], "yolo_predict": [14, 21, 32], "squat": [14, 16, 51], "297": 14, "239": [14, 45], "341": 14, "271": 14, "7760562896728516": 14, "230": 14, "263": 14, "308": 14, "7682342529296875": 14, "createml": 15, "huggingfac": [15, 17, 39, 45, 59, 62, 71, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104], "anime_face_detect": 15, "user": [15, 21, 29, 30, 33, 34, 37, 60, 69, 109], "balanc": [15, 17, 21, 67], "system": [15, 16, 25, 55, 59, 94, 100], "overhead": [15, 16, 25, 85], "avail": [15, 21, 24, 29, 30, 37, 39, 45, 48, 55, 59, 67, 80, 88, 89, 91, 94, 100, 104], "v0": [15, 21, 64, 65], "overrid": [15, 21], "auto": [15, 21, 51, 69, 88], "mostima_post": [15, 18], "29": [15, 18, 59], "441": [15, 18], "204": [15, 18], "584": [15, 18], "7874319553375244": [15, 18], "346": [15, 18], "59": [15, 18], "529": [15, 18], "275": [15, 18], "7510495185852051": [15, 18], "606": [15, 18], "51": [15, 18, 59], "895": [15, 18], "336": [15, 18], "6986488103866577": [15, 18], "upper": [16, 47], "bodi": [16, 21, 51, 52, 54, 67], "anime_halfbody_detect": 16, "pleas": [16, 23, 38, 39, 45, 64, 66, 68, 83, 90, 94, 97, 100, 107, 108], "primari": [16, 90, 93, 95, 99, 101, 103], "purpos": 16, "crop": [16, 50, 57, 58, 59, 67], "illustr": [16, 67, 91, 93], "therefor": [16, 39, 107, 108], "consist": [16, 39], "person": [16, 19, 22, 24, 34, 51, 99, 106], "peopl": [16, 80], "guarante": [16, 45], "you": [16, 18, 19, 21, 26, 45, 48, 64, 65, 82, 83, 85, 88, 89, 90, 91, 94, 97, 100, 104, 109], "inde": 16, "recommend": [16, 23, 39, 42, 43, 82, 83, 94, 100], "approach": 16, "detect_person": [16, 19, 24, 51], "individu": [16, 22, 37, 57, 66], "obtain": [16, 26, 38, 39], "local": [16, 60, 107, 108], "flexibl": [16, 57, 58], "lower": [16, 42, 43, 45, 47], "127": 16, "629": 16, "637": 16, "9040350914001465": 16, "anime_hand_detect": 17, "choos": [17, 21, 45], "35": [17, 59, 67, 74, 82], "configur": [17, 29, 39, 57, 58, 59, 106], "suit": 17, "case": [17, 23, 39, 42], "defin": [17, 21, 39, 67, 86], "being": 17, "label": [17, 18, 20, 22, 23, 24, 29, 30, 33, 34, 39, 40, 45, 76, 98, 102], "infer": [17, 20, 23, 30, 33, 34, 51, 64, 65, 88, 97], "anime_imag": 17, "bbox": 17, "conf": 17, "customiz": [18, 24], "integr": [18, 30, 74, 109], "repositori": [18, 29, 30, 33, 34, 39], "anime_head_detect": 18, "contribut": 18, "our": 18, "develop": [18, 83, 109], "yolo11": 18, "architectur": 18, "usag": [18, 29, 30, 66, 67, 68, 74, 85, 86, 105], "head_detect_v2": 18, "0_": 18, "equal": [18, 48], "deprec": [18, 23, 38], "remov": [18, 23, 29, 34, 38, 45, 62, 71, 73, 75, 76, 81, 82], "futur": [18, 23], "help": [18, 39, 50, 62], "For": [18, 19, 21, 22, 30, 39, 45, 52, 66, 82, 88], "instead": [18, 23, 76], "detect_head": [19, 24], "booru_yolo": [19, 106], "detect_with_booru_yolo": 19, "detect_censor": [19, 47, 94, 100], "ey": [19, 48, 52, 67, 73, 106], "detect_ey": 19, "detect_fac": 19, "halfbodi": [19, 90, 99, 106], "detect_halfbodi": 19, "hand": [19, 52, 54, 67, 73, 106], "detect_hand": 19, "nudenet": [19, 106], "detect_with_nudenet": 19, "calculate_i": 19, "bboxes_similar": 19, "detection_similar": 19, "detect_text": 19, "nuditi": 20, "run": [20, 25, 29, 30, 34, 83, 88, 105, 106], "nm": 20, "postprocess": 20, "onnx": [20, 29, 30, 33, 34, 75, 88, 98], "nudenet_onnx": 20, "notai": 20, "tech": 20, "detail": [20, 62, 66, 67, 88, 90], "respect": 20, "female_genitalia_cov": 20, "genitalia": 20, "face_femal": 20, "buttocks_expos": 20, "expos": 20, "female_breast_expos": 20, "female_genitalia_expos": 20, "male_breast_expos": 20, "anus_expos": 20, "anu": 20, "feet_expos": 20, "feet": [20, 52, 54], "belly_cov": 20, "feet_cov": 20, "armpits_cov": 20, "armpit": 20, "armpits_expos": 20, "face_mal": 20, "belly_expos": 20, "male_genitalia_expos": 20, "anus_cov": 20, "female_breast_cov": 20, "buttocks_cov": 20, "onnxruntim": [20, 87, 106], "topk": [20, 29], "100": [20, 25, 34, 42, 59, 85], "45": [20, 43, 59], "score_threshold": 20, "number": [20, 29, 30, 33, 37, 39, 45, 52, 60, 62, 86, 89], "keep": [20, 79], "entir": 21, "anidet3": 21, "roboflow": 21, "m": 21, "x": [21, 39, 48, 52, 67, 85, 86, 102], "fastest": [21, 25], "most": [21, 29, 30, 33, 34], "confidence_scor": [21, 24], "genshin_post": [21, 46, 47, 48], "371": 21, "232": 21, "564": 21, "690": 21, "7533698678016663": 21, "135": [21, 52], "451": 21, "716": [21, 45], "6788613796234131": 21, "614": 21, "393": 21, "830": 21, "686": 21, "5612757205963135": 21, "1275": 21, "654": 21, "4047100841999054": 21, "calcul": [22, 30, 39, 42, 43], "comput": [22, 27, 30, 33, 41, 59, 85, 86, 98], "work": [22, 29, 30, 33, 36, 42, 69, 98], "aggreg": 22, "involv": 22, "segment": [22, 60, 106], "evalu": [22, 38], "algorithm": [22, 39, 42], "box1": 22, "box2": 22, "bboxtyp": 22, "measur": [22, 38, 39, 42], "divid": [22, 52], "4f": 22, "1429": 22, "bboxes1": 22, "bboxes2": 22, "liter": [22, 39, 48, 52, 64, 65, 80], "max": [22, 23], "raw": [22, 29, 30, 33, 37], "depend": [22, 67, 68, 105], "unknown": [22, 80], "hungarian": 22, "find": [22, 48], "optim": [22, 30, 39], "assign": [22, 23, 29, 39], "among": [22, 39], "averag": 22, "detect1": 22, "detect2": 22, "bboxwithscoreandlabel": 22, "group": [22, 29, 43, 76], "correspond": [22, 39, 45, 50, 59, 82, 98, 102], "combin": [22, 37, 45], "against": [22, 83], "ground": [22, 94, 100], "truth": [22, 94, 100], "car": 22, "85": [22, 74, 82], "75": 22, "text_detect": 23, "been": [23, 98], "migrat": 23, "ocr": [23, 106], "detect_text_with_ocr": [23, 106], "soon": 23, "paddleocr": [23, 45], "dbnetpp_resnet50_fpnc_1200e_icdar2015": 23, "05": [23, 59, 74, 75, 89, 90, 91, 93, 98, 99, 100, 101, 103, 104], "max_area_s": 23, "640": 23, "region": [23, 47, 50, 94, 100], "dbnet": 23, "do": [23, 50, 91], "640x640": 23, "ani": [23, 30, 33, 37, 39, 47, 57, 59, 62, 67, 72, 86, 88], "sinc": [23, 38], "appear": [24, 27], "font": 24, "pad": [24, 71], "see": [24, 67, 88], "text_pad": 24, "fontsiz": 24, "max_short_edge_s": 24, "fp": 24, "no_label": 24, "normal": [24, 30, 40, 57, 58, 59, 82], "predefin": [24, 73], "extract": [24, 25, 27, 28, 37, 39, 43, 45, 50, 59, 66, 67, 68, 69, 75, 82], "around": [24, 29, 34, 37, 54], "shortest": 24, "edg": [24, 54, 106], "maintain": [24, 34, 46, 52, 85, 109], "font_manag": 24, "fontproperti": 24, "properti": [24, 48, 52, 67, 69], "cv2": 25, "have": [25, 27, 39, 80, 81, 94, 100, 105], "lowest": 25, "resourc": [25, 106], "low_threshold": 25, "high_threshold": 25, "200": [25, 34, 59], "assum": [25, 27, 28, 71], "its": [25, 27, 28, 29, 39, 45, 46, 59, 68, 71, 74, 76, 88, 90, 91, 93, 94, 95, 98, 99, 100, 101, 103, 104], "low": [25, 33, 38, 40, 67, 79, 82, 83], "high": [25, 33, 34, 61, 67, 83, 97, 98], "outlin": 26, "comparison": [26, 74], "canni": [26, 106], "get_edge_by_canni": 26, "edge_image_with_canni": 26, "lineart": [26, 28, 106], "get_edge_by_lineart": 26, "edge_image_with_lineart": 26, "lineart_anim": [26, 106], "get_edge_by_lineart_anim": 26, "edge_image_with_lineart_anim": 26, "best": [27, 40, 48, 67], "effect": [27, 38, 47, 105], "closest": 27, "consum": 27, "amount": 27, "memori": [27, 29, 30, 34, 107, 108], "power": 27, "runtim": [27, 30, 88, 97], "coars": 27, "detect_resolut": [27, 28], "512": [27, 28, 54, 67, 83], "deeper": 27, "richer": 27, "probabl": [27, 30, 98], "extra": [27, 67], "increas": [27, 39], "resolut": [27, 28, 60, 83], "neural": [27, 28, 71, 86], "network": [27, 28, 71, 86], "classif": [29, 33, 86, 90, 91, 93, 94, 95, 96, 99, 100, 101, 103, 104], "those": [29, 97], "store": [29, 30, 34, 35, 67, 68], "well": [29, 42], "manag": [29, 30, 33, 34, 88, 106], "interact": [29, 30, 33, 34], "also": [29, 57, 82, 109], "token": [29, 30, 33, 34], "authent": [29, 30, 33, 34], "access": [29, 30, 33, 52, 67, 85], "privat": [29, 30, 31, 33, 43], "repo_id": [29, 30, 33, 34], "fn_preprocess": 29, "callabl": [29, 59], "hf_token": [29, 30, 33, 34], "comprehens": [29, 30], "imagepreprocessfunc": 29, "variabl": [29, 48, 88], "_model_nam": 29, "cach": [29, 30, 33, 34, 60, 87, 106], "_model": 29, "dictionari": [29, 35, 40, 57, 59, 67, 68, 69, 72, 73, 75, 90, 93, 95, 99, 101, 103], "_label": 29, "_hf_token": 29, "org": 29, "repo": [29, 59], "__init__": [29, 30, 31, 33, 34, 37, 48, 52, 60, 69, 73], "instanc": [29, 30, 34, 39, 47, 52, 59, 60, 73], "clear": [29, 30, 33, 34, 39, 68, 90, 94, 100], "free": [29, 30, 34], "up": [29, 30, 34, 73], "launch_demo": [29, 30, 33, 34], "default_model_nam": [29, 30, 33, 34], "server_nam": [29, 30, 33, 34], "server_port": [29, 30, 33, 34], "launch": [29, 30, 33, 34], "gradio": [29, 30, 33, 34], "demo": [29, 30, 33, 34, 79], "interfac": [29, 30, 33, 34, 85], "ui": [29, 33, 34], "make_ui": [29, 30, 33, 34], "server": [29, 30, 33, 34], "select": [29, 30, 33, 34, 39, 47, 60], "dropdown": [29, 30], "port": [29, 30, 33, 34], "importerror": [29, 34], "instal": [29, 33, 34, 62, 68, 106], "properli": [29, 33, 67], "usernam": [29, 34], "repo_nam": [29, 34], "model_v1": 29, "7860": [29, 30, 34], "submit": 29, "recent": [29, 30, 33, 34], "label_group": 29, "highest": [29, 98], "through": [29, 30, 59, 109], "error": [29, 37, 59, 82], "predict_fmt": 29, "fmt": [29, 30, 33, 40, 75, 82], "top5": 29, "logit": [29, 30, 33], "embed": [29, 30, 33, 37, 82], "dict": [29, 30, 37, 40, 51, 57, 58, 59, 67, 68, 69, 75, 82, 85, 90, 91, 93, 94, 95, 99, 100, 101, 103, 104], "top": [29, 48, 97], "k": 29, "e": [29, 30, 39, 61, 64, 65, 80, 83, 86], "g": [29, 30, 39, 61, 64, 65, 80, 82, 83], "top10": 29, "predict_scor": 29, "ia": 29, "conveni": [29, 52, 67, 109], "wrapper": [29, 34, 37], "id": [29, 30, 33, 34], "multimod": 30, "hub": 30, "discoveri": 30, "variant": [30, 33], "pipelin": [30, 57, 59], "pattern": [30, 39, 73], "direct": 30, "api": [30, 33], "control": [30, 67], "via": 30, "web": [30, 33], "deploy": [30, 98], "reus": 30, "lru": 30, "thread": [30, 33, 85, 105], "safe": [30, 33, 68, 74, 75, 85, 96, 98, 100, 105, 106], "demand": 30, "switch": 30, "image_encod": [30, 33], "upload": [30, 34], "enter": 30, "link": 30, "address": 30, "bind": 30, "organ": 30, "precomput": [30, 81], "cosin": 30, "scale": [30, 33, 47, 48, 52, 67, 71, 82, 107, 108], "complex": 30, "image_embed": 30, "text_embed": 30, "etc": [30, 59], "thei": [30, 39, 55, 59], "l2": [30, 82], "text_encod": [30, 33], "accept": 30, "_process_rgb": 31, "_process_alpha_channel_with_model": 31, "_process_rgba": 31, "attribut": 31, "classifi": [32, 90, 95, 96, 97, 99, 101, 103, 104, 106], "classifymodel": 32, "classify_predict_scor": 32, "classify_predict": 32, "classify_predict_fmt": 32, "imageenhanc": 32, "clip": [32, 59, 67, 106], "clipmodel": 32, "clip_image_encod": 32, "clip_text_encod": 32, "clip_predict": 32, "siglip": [32, 59, 106], "siglipmodel": 32, "siglip_image_encod": 32, "siglip_text_encod": 32, "siglip_predict": 32, "yolomodel": 32, "sigmoid": [33, 87], "loss": 33, "creation": [33, 57, 58, 69], "preprocessor": [33, 67], "reset": 33, "about": [33, 35], "hostnam": 33, "gr": [33, 34], "One": [33, 43], "detect": [34, 42, 45, 47, 51, 52, 53, 54, 72, 73, 88, 89, 94, 100, 106], "post": [34, 45], "helper": 34, "easi": 34, "metadata": [34, 40, 66, 68, 69, 106], "cleanup": 34, "associ": [34, 69], "default_conf_threshold": 34, "default_iou_threshold": 34, "environmenterror": [34, 62, 68], "environ": [34, 83, 85, 88, 106], "offlin": 34, "yolov5": 34, "allow_dynam": 34, "dynam": [34, 57], "300": [34, 59], "400": 34, "simpl": 34, "explicitli": 34, "read": [35, 36, 37, 66, 67, 68], "write": [35, 36, 37, 66, 68], "exif": [35, 36, 67], "gif": [35, 36, 67], "comment": 35, "These": [35, 38, 60], "retriev": [35, 39], "context": [35, 36], "ai": [35, 36, 69, 89], "found": [35, 48, 67, 90], "attempt": [35, 48, 59, 67, 69, 88], "commonli": [35, 59, 76, 86], "where": [35, 39, 67, 68, 82, 85], "look": [35, 45, 67, 90], "usercom": 35, "field": [35, 69], "dst_filenam": 35, "destin": [35, 67, 68, 69], "filenam": [35, 60], "pnginfo": [35, 37, 67, 69], "wai": [35, 67, 68], "geninfo": [36, 106], "lsb": [36, 69, 106], "signific": [36, 37, 39, 64, 69], "bit": [36, 37, 59, 69], "read_geninfo_paramet": 36, "read_geninfo_exif": 36, "read_geninfo_gif": 36, "write_geninfo_paramet": 36, "write_geninfo_exif": 36, "write_geninfo_gif": 36, "read_lsb_raw_byt": 36, "read_lsb_metadata": 36, "write_lsb_raw_byt": 36, "write_lsb_metadata": 36, "lsbreaderror": 36, "lsbextractor": 36, "imagelsbdataextractor": 36, "serialize_pnginfo": 36, "serialize_json": 36, "inject_data": 36, "steganographi": 37, "serial": 37, "json": 37, "compat": [37, 76], "inject": 37, "emb": [37, 82], "seamlessli": 37, "hidden": 37, "decompress": 37, "them": [37, 47, 57, 64, 68, 82], "gzip": 37, "written": 37, "appropri": [37, 45, 59, 67], "serializ": [37, 57], "err": 37, "caus": [37, 105], "multi": [37, 85], "get_next_n_byt": 37, "next": [37, 55], "get_one_byt": 37, "form": [37, 76], "read_32bit_integ": 37, "32": [37, 59], "interpret": [37, 52], "big": 37, "endian": 37, "enough": 37, "magic": 37, "stealth_pngcomp": 37, "extract_data": 37, "length": [37, 39, 46], "compress": 37, "along": [37, 39, 71], "robust": [37, 39], "skytnt": [38, 60, 71], "poor": 38, "anime_dbaesthet": [38, 41], "better": [38, 42, 62, 82, 83, 89, 91, 94, 97, 100, 104], "2053756": 38, "09986039996147156": 38, "1663584": 38, "24299287796020508": 38, "4886411": 38, "38091593980789185": 38, "2066024": 38, "5131649971008301": 38, "3670169": 38, "6011670827865601": 38, "5930006": 38, "7067991495132446": 38, "3821265": 38, "8237218260765076": 38, "5512471": 38, "9187621474266052": 38, "limit": [39, 74], "smaller": 39, "7eu7d7": [39, 79, 83, 109], "ccip_onnx": 39, "cluster": [39, 43], "refer": [39, 42, 66, 97], "relev": 39, "aforement": 39, "manual": [39, 48], "384": [39, 43, 57, 58, 59], "caform": 39, "randaug": 39, "prune": 39, "vector": 39, "pruned_fp32": 39, "5_fp32": 39, "feat": 39, "768": [39, 45, 67], "17847511429108218": 39, "1951224011983088": 39, "18397327797685215": 39, "y": [39, 48, 85], "16583099961280823": 39, "42947039008140564": 39, "4037521779537201": 39, "4371533691883087": 39, "40748104453086853": 39, "392294704914093": 39, "whether": [39, 45, 47, 59, 69, 72, 75, 82, 83], "belong": 39, "pairwis": 39, "matrix": 39, "5350548e": 39, "08": [39, 59, 99, 100], "6583106e": 39, "01": 39, "2947042e": 39, "0375218e": 39, "8025822e": 39, "3715334e": 39, "0748104e": 39, "2675274e": 39, "9229470e": 39, "j": 39, "th": 39, "dbscan": 39, "dbscan_2": 39, "dbscan_fre": 39, "optic": [39, 45], "optics_best": 39, "epsilon": 39, "ep": 39, "min_sampl": 39, "ccipclustermethodtyp": 39, "12921094122454668": 39, "1291187648928262": 39, "1836453739562513": 39, "distanc": 39, "_featureorimag": 39, "sampl": [39, 43, 67, 89, 90, 91, 93, 94, 95, 99, 100, 101, 103, 104], "neighborhood": [39, 62], "core": [39, 107, 108], "few": 39, "too": 39, "sensit": [39, 47, 82, 94, 100], "tune": 39, "guidelin": 39, "deal": [39, 66], "solut": [39, 48], "small": [39, 47], "advis": [39, 74], "significantli": 39, "separ": 39, "slightli": 39, "exhibit": 39, "regular": [39, 62], "outfit": 39, "awar": 39, "highli": 39, "so": [39, 42, 79, 83], "care": 39, "diff": 39, "07437477": 39, "0356068": 39, "04396922": 39, "05131693": 39, "assess": 40, "aesthet": [40, 41, 106], "danbooru": [40, 74, 77, 79, 94, 97], "hakubooru": 40, "kohakublueleaf": 40, "swinv2pv3_v0_448_ls0": 40, "2_x": 40, "percentil": 40, "_default_model_nam": 40, "masterpiec": [40, 67], "9831666690063624": 40, "8810615667538594": 40, "great": 40, "8225559148288356": 40, "good": [40, 45], "591020403706702": 40, "2888798940585766": 40, "243279223969715": 40, "worst": [40, 67], "005268185993767627": 40, "275707557797432": 40, "7977807857096195": 40, "56098810210824": 40, "670568235218525": 40, "1677918508648872": 40, "9305131509900093": 40, "6085879728198051": 40, "6834832429885864": 40, "16141420602798462": 40, "05435194447636604": 40, "025083942338824272": 40, "024000568315386772": 40, "027076328173279762": 40, "024589713662862778": 40, "3757021427154541": 40, "3451208472251892": 40, "1511985808610916": 40, "04740551486611366": 40, "02172713913023472": 40, "027498546987771988": 40, "03134724497795105": 40, "39281174540519714": 40, "22457796335220337": 40, "15563568472862244": 40, "10796019434928894": 40, "047730278223752975": 40, "0393439345061779": 40, "031940147280693054": 40, "13832266628742218": 40, "20687267184257507": 40, "2509062886238098": 40, "1644320785999298": 40, "11332042515277863": 40, "08270663768053055": 40, "043439216911792755": 40, "033693961799144745": 40, "03375888615846634": 40, "050045162439346313": 40, "16734018921852112": 40, "4311050772666931": 40, "23242227733135223": 40, "05163438618183136": 40, "012833272106945515": 40, "01619996316730976": 40, "03074900433421135": 40, "1396280825138092": 40, "5038207173347473": 40, "22299200296401978": 40, "07377689331769943": 40, "02854202501475811": 40, "026677291840314865": 40, "02838410809636116": 40, "026617199182510376": 40, "02508518099784851": 40, "06039097160100937": 40, "8043031692504883": 40, "get_aesthetic_scor": 41, "ccip": [41, 106], "ccip_extract_featur": 41, "ccip_batch_extract_featur": 41, "ccip_default_threshold": 41, "ccip_differ": 41, "ccip_sam": 41, "ccip_batch_differ": 41, "ccip_batch_sam": 41, "ccip_default_clustering_param": 41, "ccip_clust": 41, "ccip_merg": 41, "dbaesthet": [41, 106], "laplacian": [41, 106], "laplacian_scor": 41, "lpip": [41, 106], "lpips_extract_featur": 41, "lpips_differ": 41, "lpips_clust": 41, "psnr_": [41, 106], "psnr": [41, 65], "blur": [42, 47], "than": [42, 43, 47, 85, 89, 97], "seem": 42, "just": [42, 62, 91, 94, 97, 100, 104], "we": [42, 64, 83], "explor": 42, "bluri": 42, "hutao": [42, 71, 74, 75, 79, 82], "156": 42, "68285005210006": 42, "text_blur": 42, "2276": 42, "66629157129": 42, "real2": 42, "908745781486806": 42, "mmd": 42, "1072": 42, "8372572065527": 42, "richzhang": 43, "perceptualsimilar": 43, "chafen_arknight": 43, "rand": 43, "reach": 43, "995": 43, "cnn": 43, "f1": 43, "f2": 43, "f3": 43, "f4": 43, "f5": 43, "64": [43, 59, 62, 67, 83, 107, 108], "99": 43, "192": 43, "49": [43, 59], "256": [43, 57, 58, 64, 67], "img1": [43, 44, 82], "img2": [43, 44, 82], "anoth": 43, "16922694444656372": 43, "22250649333000183": 43, "6897575259208679": 43, "10956494510173798": 43, "6823137998580933": 43, "6837796568870544": 43, "nois": [43, 50, 62, 64], "inf": 44, "gaussian_20": 44, "dat": 44, "058228614646987": 44, "gaussian_3": 44, "27": [44, 59], "65611098737784": 44, "lq": 44, "29589659377844": 44, "recogn": [45, 59], "export": [45, 88], "recognit": 45, "ch_pp": 45, "ocrv4_det": 45, "heat_threshold": 45, "box_threshold": 45, "max_candid": 45, "1000": 45, "unclip_ratio": 45, "heat": 45, "candid": 45, "unclip": 45, "comic": [45, 91], "742": 45, "485": [45, 57, 58], "809": 45, "511": 45, "9543377610144915": 45, "682": 45, "98": 45, "734": 45, "124": 45, "9309689495575223": 45, "136": 45, "836": 45, "164": 45, "9042856988923695": 45, "144": 45, "455": 45, "196": 45, "874083638387722": 45, "719": 45, "835": 45, "488": 45, "8628696346175078": 45, "478": 45, "214": 45, "508": 45, "848871771901487": 45, "1030": 45, "557": 45, "1184": 45, "578": 45, "8352495440618789": 45, "427": 45, "129": 45, "553": 45, "154": 45, "8249209443996619": 45, "detect_model": 45, "recognize_model": 45, "ocrv4_rec": 45, "rotation_threshold": 45, "is_remove_dupl": 45, "rotat": [45, 48], "duplic": [45, 67], "mob": 45, "9356705927336156": 45, "shishou": 45, "8933000384412466": 45, "BUT": 45, "8730931912907247": 45, "oh": 45, "8417627579351514": 45, "mirror": 45, "7366019454049503": 45, "el": 45, "gato": 45, "iberico": 45, "7271127306351021": 45, "THAt": 45, "701928390168364": 45, "6965972578194936": 45, "chines": 45, "english": 45, "cannot": [45, 55, 57, 59, 69], "languag": 45, "func": [45, 87, 106], "japanes": [45, 67], "post_text": 45, "319": 45, "847": 45, "561": 45, "899": 45, "kancol": 45, "9130667787597329": 45, "552": 45, "811": 45, "791": 45, "921": 45, "1944": 45, "8566762346615406": 45, "820": 45, "558": 45, "850": 45, "fleet": 45, "collect": [45, 66], "8100635458911772": 45, "235": 45, "904": 45, "855": 45, "1009": 45, "\u6d77": 45, "6716076803280185": 45, "858": 45, "808": 45, "tsu": 45, "ka": 45, "NO": 45, "u": [45, 109], "mi": 45, "de": 45, "654507230718228": 45, "209": 45, "507": 45, "2888084133529467": 45, "japan_pp": 45, "ocrv3_rec": 45, "9230690942939336": 45, "8564870717047623": 45, "\u3044\u3064\u304b\u3042\u306e\u6d77\u3067": 45, "8061289060358996": 45, "8045396777081609": 45, "7311649382696896": 45, "\u8266\u3068\u308c\u308c": 45, "6648729016512889": 45, "ocrv2_det": 45, "ocrv3_det": 45, "ocrv4_server_det": 45, "ch_ppocr_mobile_slim_v2": 45, "0_det": 45, "ch_ppocr_mobile_v2": 45, "ch_ppocr_server_v2": 45, "en_pp": 45, "arabic_pp": 45, "ocrv2_rec": 45, "ocrv4_server_rec": 45, "0_rec": 45, "chinese_cht_pp": 45, "cyrillic_pp": 45, "devanagari_pp": 45, "en_number_mobile_v2": 45, "ka_pp": 45, "korean_pp": 45, "latin_pp": 45, "ta_pp": 45, "te_pp": 45, "dimens": [46, 59], "max_siz": [46, 57, 58, 59], "longer": 46, "after": [46, 59, 74, 79, 82], "1280": 46, "720": 46, "new_img": 46, "600": 46, "337": 46, "obscur": 47, "regist": [47, 48, 57, 58, 59], "rectangular": 47, "967": [47, 48], "143": [47, 48], "1084": [47, 48], "261": [47, 48], "246": [47, 48], "208": [47, 48], "331": [47, 48], "287": [47, 48], "662": [47, 48], "466": [47, 48], "705": [47, 48], "514": [47, 48], "479": [47, 48], "283": [47, 48], "326": [47, 48], "color_black": 47, "radiu": 47, "emoji": [47, 48], "penis": 47, "vagina": 47, "serv": [47, 59, 74], "foundat": 47, "inherit": [47, 59], "within": [47, 67, 74, 82], "fill": 47, "color_default": 47, "green": 47, "color_green": 47, "ffff00": 47, "color_ffff00": 47, "blur_4": 47, "blur_8": 47, "blur_12": 47, "pixelate_4": 47, "pixelate_8": 47, "pixelate_12": 47, "cl": 47, "arg": 47, "subclass": 47, "keyerror": 47, "alreadi": 47, "exist": [47, 68, 88, 91], "angl": 48, "end": [48, 67], "censor_area": [48, 49], "ratio_threshold": 48, "minimum": [48, 54, 60, 62], "total": [48, 107, 108], "star": [48, 79], "register_censor_method": [48, 49], "smiling_face_with_heart": 48, "twitter": 48, "appl": 48, "googl": 48, "microsoft": 48, "samsung": 48, "whatsapp": 48, "facebook": 48, "messeng": 48, "joypixel": 48, "openmoji": 48, "emojidex": 48, "mozilla": 48, "express": 48, "code": [48, 64, 79, 82], "_emojistyletyp": 48, "emoji_default": 48, "cat_fac": 48, "emoji_green": 48, "grinning_face_with_sweat": 48, "emoji_liuhanhuangd": 48, "minim": 48, "abl": [48, 55], "prefix": [48, 73, 78], "sum": 48, "cx": 48, "mass": 48, "occlus": 48, "cy": 48, "find_for_area": 48, "rectangl": 48, "corner": 48, "factor": [48, 59], "align": [49, 106], "align_maxs": 49, "censor_": [49, 106], "censor_nsfw": 49, "basecensor": 49, "colorcensor": 49, "blurcensor": 49, "pixelatecensor": 49, "imgcensor": [49, 106], "imagebasedcensor": 49, "emojibasedcensor": 49, "singleimag": 49, "squeez": [49, 106], "squeeze_with_transpar": 49, "fit": 50, "tightli": 50, "interest": 50, "jerry_with_spac": 50, "median_filt": 50, "median": 50, "kernel": 50, "larger": [50, 54, 84], "disabl": 50, "keypoint": [51, 52, 53, 54], "idea": 51, "research": 51, "auto_detect": 51, "out_bbox": 51, "person_detect_cfg": 51, "op18keypointset": [51, 53, 54], "rtmpose": 51, "config": [51, 58, 106, 109], "foot": [51, 52], "hand1": 51, "hand2": 51, "op18_visu": [51, 53], "0x7f5ca933f3d0": 51, "axesimag": 51, "0x7f5c98069790": 51, "all_": 52, "openpos": [52, 67], "op18": [52, 54], "__mul__": 52, "multipli": 52, "scalar": 52, "__truediv__": 52, "divisor": 52, "left_foot": 52, "left_hand": 52, "right_foot": 52, "right_hand": 52, "enum": 52, "enumer": 52, "symbol": [52, 79, 82], "make": [52, 57, 76, 86, 94, 98, 100], "readabl": [52, 82], "categor": 52, "nose": 52, "neck": 52, "elbow": 52, "wrist": 52, "ankl": 52, "ear": [52, 73, 80], "member": 52, "right_should": 52, "right_elbow": 52, "right_wrist": 52, "left_should": 52, "left_elbow": 52, "left_wrist": 52, "right_hip": 52, "right_kne": 52, "right_ankl": 52, "left_hip": 52, "left_kne": 52, "left_ankl": 52, "right_ey": 52, "left_ey": 52, "right_ear": 52, "left_ear": 52, "left_big_to": 52, "left_small_to": 52, "left_heel": 52, "right_big_to": 52, "right_small_to": 52, "right_heel": 52, "__int__": 52, "truncat": [52, 96, 106], "zero": 52, "must": [52, 73, 105], "preced": 52, "surround": 52, "whitespac": [52, 76], "36": [52, 59], "0b100": 52, "91": [52, 59], "112": 52, "92": [52, 59, 80], "113": [52, 59], "dwpose": [53, 106], "dwpose_estim": 53, "openpose18": 53, "op18_body_max": 53, "op18_body_min": 53, "op18_face_max": 53, "op18_face_min": 53, "op18_left_foot_max": 53, "op18_left_foot_min": 53, "op18_left_hand_max": 53, "op18_left_hand_min": 53, "op18_right_foot_max": 53, "op18_right_foot_min": 53, "op18_right_hand_max": 53, "op18_right_hand_min": 53, "keypoints_list": 54, "min_edge_s": 54, "draw_bodi": 54, "draw_hand": 54, "draw_feet": 54, "draw_fac": 54, "drawn": 54, "shorter": 54, "connect": 54, "ellips": 54, "facial": [54, 73, 90], "pars": [55, 57, 58, 66, 67, 106], "parser": [55, 57, 58, 67], "try": 55, "notparsetarget": 56, "register_pillow_transform": 56, "register_pillow_pars": 56, "create_pillow_transform": 56, "parse_pillow_transform": 56, "register_torchvision_transform": 56, "register_torchvision_pars": 56, "create_torchvision_transform": 56, "parse_torchvision_transform": 56, "register_creators_for_transform": 56, "notprocessortypeerror": 56, "create_transforms_from_transform": 56, "is_valid_size_dict": 56, "convert_to_size_dict": 56, "get_size_dict": 56, "create_clip_transform": 56, "create_transforms_from_clip_processor": 56, "create_convnext_transform": 56, "create_transforms_from_convnext_processor": 56, "create_vit_transform": 56, "create_transforms_from_vit_processor": 56, "create_siglip_transform": 56, "create_transforms_from_siglip_processor": 56, "create_bit_transform": 56, "create_transforms_from_bit_processor": 56, "create_blip_transform": 56, "create_transforms_from_blip_processor": 56, "create_mobilenetv2_transform": 56, "create_transforms_from_mobilenetv2_processor": 56, "tensor": [57, 58, 59, 68], "composit": [57, 59], "machin": [57, 86], "learn": [57, 86], "compos": [57, 58, 59], "sequenc": [57, 59, 73], "pillowcompos": [57, 59], "sequenti": 57, "decor": [57, 58, 59, 85], "facilit": 57, "creator": [57, 59], "tvalu": [57, 58], "describ": 57, "interpol": [57, 58, 59], "bicub": [57, 58, 59], "pillowres": [57, 59], "antialia": [57, 58, 59], "bilinear": [57, 58], "center_crop": [57, 58], "pillowcentercrop": [57, 59], "pillowtotensor": [57, 59], "maybe_to_tensor": [57, 58], "pillowmaybetotensor": 57, "std": [57, 58, 59], "pillownorm": [57, 59], "456": [57, 58], "406": [57, 58], "229": [57, 58], "225": [57, 58], "48500001430511475": 57, "4560000002384186": 57, "4059999883174896": 57, "2290000021457672": 57, "2240000069141388": 57, "22499999403953552": 57, "framework": 58, "extend": 58, "centercrop": 58, "totensor": 58, "maybetotensor": 58, "4850": 58, "4560": 58, "4060": 58, "2290": 58, "2240": 58, "2250": 58, "timm": 58, "interpolationmod": 58, "processor": [59, 107, 108], "vitimageprocessor": 59, "5906": 59, "33": 59, "donutimageprocessor": 59, "1901": 59, "70": [59, 83], "detrimageprocessor": 59, "1575": 59, "86": [59, 73], "clipimageprocessor": 59, "1374": 59, "73": 59, "videomaeimageprocessor": 59, "1093": 59, "convnextimageprocessor": 59, "648": 59, "65": 59, "segformerimageprocessor": 59, "533": 59, "00": 59, "beitimageprocessor": 59, "468": 59, "63": 59, "siglipimageprocessor": 59, "440": 59, "48": 59, "layoutlmv3imageprocessor": 59, "403": 59, "layoutlmv2imageprocessor": 59, "332": 59, "87": 59, "mllamaimageprocessor": 59, "qwen2vlimageprocessor": 59, "314": 59, "77": 59, "blipimageprocessor": 59, "276": 59, "55": 59, "idefics2imageprocessor": 59, "226": 59, "llavanextimageprocessor": 59, "215": 59, "bitimageprocessor": 59, "210": 59, "pix2structimageprocessor": 59, "conditionaldetrimageprocessor": 59, "53": 59, "samimageprocessor": 59, "52": 59, "deitimageprocessor": 59, "mask2formerimageprocessor": 59, "89": 59, "50": 59, "vivitimageprocessor": 59, "88": 59, "yolosimageprocessor": 59, "84": 59, "47": 59, "viltimageprocessor": 59, "41": 59, "detaimageprocessor": 59, "68": 59, "38": 59, "pixtralimageprocessor": 59, "mobilenetv2imageprocessor": 59, "mobilevitimageprocessor": 59, "61": 59, "34": [59, 107, 108], "dptimageprocessor": 59, "maskformerimageprocessor": 59, "28": 59, "nougatimageprocessor": 59, "ideficsimageprocessor": 59, "rtdetrimageprocessor": 59, "efficientnetimageprocessor": 59, "40": [59, 67], "deformabledetrimageprocessor": 59, "idefics3imageprocessor": 59, "fuyuimageprocessor": 59, "videollavaimageprocessor": 59, "pvtimageprocessor": 59, "09": 59, "oneformerimageprocessor": 59, "mobilenetv1imageprocessor": 59, "07": [59, 98, 99, 100, 103], "owlv2imageprocessor": 59, "chineseclipimageprocessor": 59, "efficientformerimageprocessor": 59, "llavaonevisionimageprocessor": 59, "swin2srimageprocessor": 59, "vithybridimageprocessor": 59, "owlvitimageprocessor": 59, "04": 59, "groundingdinoimageprocessor": 59, "03": 59, "perceiverimageprocessor": 59, "chameleonimageprocessor": 59, "levitimageprocessor": 59, "vitmatteimageprocessor": 59, "extens": [59, 74], "tri": 59, "def": [59, 85], "hasattr": 59, "feature_extractor": 59, "encount": 59, "becaus": 59, "until": 59, "successfulli": 59, "imageprocessor": 59, "autoimageprocessor": 59, "from_pretrain": 59, "openai": 59, "vit": 59, "patch32": 59, "pillowconvertrgb": 59, "48145467": 59, "4578275": 59, "40821072": 59, "26862955": 59, "2613026": 59, "2757771": 59, "size_dict": 59, "shortest_edg": 59, "invalid_kei": 59, "default_to_squar": 59, "height_width_ord": 59, "constraint": 59, "els": [59, 67, 107, 108], "incompat": 59, "longest_edg": 59, "param_nam": 59, "entri": 59, "conform": 59, "messag": [59, 83], "do_res": 59, "do_center_crop": 59, "crop_siz": 59, "do_rescal": 59, "rescale_factor": 59, "00392156862745098": 59, "do_norm": 59, "image_mean": 59, "image_std": 59, "do_convert_rgb": 59, "rescal": 59, "deviat": 59, "clipprocessor": 59, "crop_pct": 59, "tailor": 59, "convnext": 59, "percentag": 59, "prepar": 59, "replic": 59, "build": [59, 74, 82], "blip": 59, "255": 59, "openai_clip_mean": 59, "openai_clip_std": 59, "accord": 59, "behavior": 59, "mobilenetv2": 59, "per": 59, "equival": 59, "bg": 60, "strict_level": 60, "min_select": 60, "min_width": 60, "min_height": 60, "min_resolut": 60, "strict": [60, 94, 100], "get_imag": 60, "get_image_fil": 60, "list_image_fil": 60, "random_imag": 60, "randomli": 60, "random_image_fil": 60, "8057": 60, "000000": 60, "000001": 60, "000002": 60, "000003": 60, "000004": 60, "home": 60, "dgh": [60, 68, 109], "2400x1600": 60, "0x7feb86ed5160": 60, "003258": 60, "400x400": 60, "0x7feb86a748b0": 60, "quickli": 61, "backgroundimageset": 61, "list_bg_image_fil": 61, "get_bg_image_fil": 61, "get_bg_imag": 61, "random_bg_image_fil": 61, "random_bg_imag": 61, "opencv": 62, "denois": [62, 67], "inspir": [62, 71, 75, 82, 102], "mf666": [62, 102], "mist": 62, "fucker": 62, "diameter_min": 62, "diameter_max": 62, "sigma_color_min": 62, "sigma_color_max": 62, "sigma_space_min": 62, "sigma_space_max": 62, "radius_min": 62, "radius_max": 62, "eps_min": 62, "eps_max": 62, "b_iter": 62, "g_iter": 62, "random": [62, 80], "bilater": 62, "guid": 62, "stage": 62, "preserv": 62, "diamet": 62, "sigma": 62, "space": [62, 71, 82], "window": [62, 67], "term": 62, "contrib": 62, "noisy_imag": 62, "cleaned_img": 62, "cleaned_imag": 62, "blurri": [63, 67], "noisi": 63, "nafnet": [63, 106], "scunet": [63, 64, 106], "adversari": [63, 106], "remove_adversarial_nois": 63, "restore_with_nafnet": 63, "restore_with_scunet": 63, "ve": 64, "gaussian": 64, "To": 64, "correctli": 64, "credibl": 64, "rgg": [64, 65], "red": [64, 73], "gopro": 64, "sidd": 64, "tile_s": [64, 65, 83], "tile_overlap": [64, 65, 83], "batch_siz": [64, 65, 83], "nafnetmodeltyp": 64, "tile": [64, 65, 83], "gan": 65, "128": 65, "scunetmodeltyp": 65, "automatic1111": 66, "stabl": [66, 67, 89, 109], "diffus": [66, 67, 89], "webui": [66, 67, 68], "novelai": 66, "sdwui": 66, "submodul": 66, "nai": [66, 106], "docstr": 66, "sdmetadata": 66, "parse_sdmeta_from_text": 66, "get_sdmeta_from_imag": 66, "save_image_with_sdmeta": 66, "read_metadata": 66, "save_with_metadata": 66, "naimetadata": 66, "get_naimeta_from_imag": 66, "add_naimeta_to_imag": 66, "save_image_with_naimeta": 66, "formatt": 67, "a1111": 67, "sd_metadata_simpl": 67, "sd_metadata_complex": 67, "prompt": 67, "neg_prompt": 67, "neg": 67, "__str__": 67, "sd1": 67, "extrem": 67, "delic": 67, "beauti": 67, "offici": 67, "global": [67, 105], "illumin": 67, "soft": 67, "shadow": 67, "super": 67, "light": 67, "novel": [67, 69], "4k": 67, "metal_textur": 67, "striped_background": 67, "rich": 67, "cg": 67, "uniti": 67, "8k": 67, "wallpap": 67, "unreal": 67, "sci": 67, "fi": 67, "fantasi": 67, "silver_skin": 67, "cut": [67, 73], "silver_impossible_bodysuit": 67, "gem_on_chest": 67, "cut_silver_mechanical_leotard": 67, "headgear": [67, 73], "1_girl": 67, "solo": [67, 72, 73, 74, 75, 79, 80, 81, 82], "slim_waist": 67, "hair": [67, 73], "long": 67, "lumin": 67, "medium_breast": [67, 81], "indistinct_camelto": 67, "flat_crotch": 67, "coquettish": 67, "squint": 67, "evil_smil": 67, "dark_persona": 67, "mouth": 67, "wet": 67, "slim_fac": 67, "tall_girl": 67, "matur": 67, "mature_fac": 67, "slim_figur": 67, "slim_leg": 67, "groin": 67, "bare_thigh": 67, "easyneg": 67, "sketch": 67, "ugli": 67, "huge": 67, "logo": 67, "monochrom": [67, 93, 96, 106], "bad": 67, "mutat": 67, "horror": 67, "geometri": 67, "bad_prompt": 67, "miss": 67, "finger": 67, "limb": 67, "anatomi": 67, "interlock": 67, "digit": 67, "arm": 67, "2girl": 67, "deform": 67, "artist": 67, "blush": [67, 74, 75, 79, 82], "lipstick": 67, "skindent": 67, "tie": 67, "big_breast": 67, "thighhigh": [67, 74], "pubic_hair": [67, 73], "3d": [67, 91], "realist": 67, "slip": [67, 76], "head_out_of_fram": 67, "curvi": 67, "sampler": 67, "ddim": 67, "cfg": 67, "seed": 67, "3827064803": 67, "512x848": 67, "hash": 67, "eb49192009": 67, "anidosmix": 67, "skip": 67, "new_imag": 67, "let": 67, "what": 67, "nslim_fac": 67, "848": 67, "_sdmeta_text": 67, "directli": 67, "starri": 67, "night": 67, "daylight": 67, "euler": 67, "sd2": 67, "1girl": [67, 72, 73, 74, 75, 76, 79, 80, 81, 82], "blue": 67, "footwear": 67, "shoe": 67, "bang": [67, 73, 74, 79, 82], "indoor": 67, "sleev": 67, "ahog": [67, 73, 74, 75, 79, 82], "dress": [67, 73], "pot": 67, "plant": 67, "bag": [67, 74, 75, 79, 82], "bun": [67, 73], "lora": 67, "bluearchive10": 67, "bluearchiv": 67, "neg1": 67, "dpm": 67, "2m": 67, "sde": 67, "karra": 67, "2647703743": 67, "768x768": 67, "72bd94132e": 67, "cutemix": 67, "strength": 67, "controlnet": 67, "control_v11p_sd15_openpos": 67, "cab727d4": 67, "weight": 67, "perfect": 67, "param": 67, "hire": 67, "upscal": [67, 106], "latent": 67, "ti": 67, "339cc9210f70": 67, "66a7279a88dd": 67, "info": 67, "underli": [67, 85], "sd_meta": 67, "scope": 67, "dst_file": [67, 69], "webp": 67, "systemerror": [67, 69], "input_imag": 67, "output_imag": 67, "a41": 68, "safetensor": 68, "torch": 68, "command": [68, 109], "pip": [68, 109], "_check_env": 68, "model_fil": 68, "key1": 68, "value1": 68, "key2": 68, "value2": 68, "src_model_fil": 68, "dst_model_fil": 68, "new_metadata": 68, "john": 68, "doe": [68, 72, 80, 94, 100], "input_model": 68, "output_model": 68, "softwar": 69, "generation_tim": 69, "dataclass": 69, "encapsul": 69, "taken": 69, "alia": 69, "success": [69, 109], "add_lsb_meta": 69, "save_metainfo": 69, "metainfo": 69, "prefer": 69, "isneti": [70, 106], "get_isnetis_mask": 70, "segment_with_isneti": 70, "segment_rgba_with_isneti": 70, "co": 71, "seg": 71, "1024": [71, 82], "app": 71, "l8": 71, "00ff00": 71, "mask_": 71, "image_": 71, "hutao_seg": 71, "skadi": [71, 74, 75, 79, 82], "skadi_seg": 71, "drop": [72, 73, 74, 79, 81, 82], "cosplai": 72, "no_eyewear": 72, "eyewear": [72, 73], "span": [72, 73], "matter": [72, 73], "red_hair": [72, 73, 80, 81], "use_preset": 72, "custom_blacklist": 72, "onlin": 72, "preset": 72, "ones": 72, "neither": [72, 73], "nor": [72, 73], "anal_hair": 73, "anal_tail": 73, "arm_behind_head": 73, "arm_hair": 73, "arm_under_breast": 73, "arms_behind_head": 73, "bird_on_head": 73, "blood_in_hair": 73, "breasts_on_glass": 73, "breasts_on_head": 73, "cat_on_head": 73, "closed_ey": 73, "clothed_female_nude_femal": 73, "clothed_female_nude_mal": 73, "clothed_male_nude_femal": 73, "clothes_between_breast": 73, "cream_on_fac": 73, "drying_hair": 73, "empty_ey": 73, "face_to_breast": 73, "food_on_fac": 73, "food_on_head": 73, "game_boi": 73, "grabbing_anoth": 73, "s_hair": 73, "grabbing_own_breast": 73, "gun_to_head": 73, "head_between_breast": 73, "heart_in_ey": 73, "multiple_boi": 73, "multiple_girl": 73, "object_on_breast": 73, "object_on_head": 73, "paint_splatter_on_fac": 73, "parted_lip": [73, 74, 75, 79, 82], "penis_on_fac": 73, "person_on_head": 73, "pokemon_on_head": 73, "rabbit_on_head": 73, "rice_on_fac": 73, "severed_head": 73, "star_in_ey": 73, "sticker_on_fac": 73, "tentacles_on_mal": 73, "tying_hair": 73, "built": [73, 85], "mutabl": 73, "constructor": 73, "empti": 73, "hold": [73, 74, 75, 79, 82], "futa": 73, "cum": 73, "rub": 73, "shade": 73, "plai": 73, "drill": 73, "skin": 73, "sidelock": 73, "twintail": [73, 74, 75, 79, 82], "braid": 73, "afro": 73, "bald": 73, "dreadlock": 73, "ponytail": 73, "updo": 73, "beard": 73, "mustach": 73, "pointi": 73, "horn": 73, "tail": 73, "ornament": 73, "hairband": 73, "pupil": 73, "bow": [73, 74, 75], "headwear": 73, "ribbon": [73, 75, 79], "crown": 73, "cap": 73, "hairclip": [73, 79], "mole": 73, "halo": 73, "fluff": 73, "flower": [73, 74, 75, 79, 82], "glass": [73, 76], "fang": 73, "boi": 73, "beret": 73, "heterochromia": 73, "headdress": 73, "eyepatch": 73, "headphon": 73, "eyebrow": 73, "eyelash": 73, "sunglass": 73, "intak": 73, "scrunchi": 73, "ear_pierc": 73, "headband": 73, "ring": 73, "under_mouth": 73, "freckl": 73, "lip": 73, "eyelin": 73, "eyeshadow": 73, "tassel": 73, "whitelist_suffix": 73, "whitelist_prefix": 73, "whitelist_word": 73, "suffix": [73, 78], "pool": 73, "whitelist": 73, "blacklist": [73, 77, 106], "singular": 73, "plural": 73, "chair": 73, "whole": 73, "word": 73, "hear": 73, "72": 73, "outdat": 74, "anymor": 74, "baselin": 74, "practic": 74, "use_real_nam": [74, 79], "general_threshold": [74, 75, 82], "character_threshold": [74, 75, 82], "drop_overlap": [74, 75, 79, 82], "real": [74, 79, 96, 106], "renam": [74, 79], "redirect": [74, 79], "mani": [74, 79], "websit": [74, 79], "rate": [74, 75, 82, 94, 96, 106], "char": [74, 75, 82], "9897817373275757": 74, "question": [74, 75, 82, 94], "010265946388244629": 74, "explicit": [74, 75, 82, 94], "2809715270996094e": 74, "9939777851104736": 74, "5032387375831604": 74, "black_bord": 74, "9943548440933228": 74, "black_glov": [74, 75, 79, 82], "5011609792709351": 74, "blue_ski": [74, 75, 79, 82], "6877802610397339": 74, "5543792843818665": 74, "8268730640411377": 74, "cloud": [74, 75, 79, 82], "8504303693771362": 74, "cowboy_shot": [74, 75, 79, 82], "6008237600326538": 74, "crop_top": [74, 75, 79, 82], "6635787487030029": 74, "dai": [74, 75, 79, 82], "8496965765953064": 74, "glove": [74, 75, 79, 82], "6107005476951599": 74, "hair_between_ey": [74, 75, 79, 82], "668294370174408": 74, "5619469285011292": 74, "holding_baseball_bat": [74, 75, 79, 82], "5141720771789551": 74, "letterbox": 74, "long_hair": [74, 75, 79, 81, 82], "9884189963340759": 74, "looking_at_view": [74, 75, 79, 82], "5673105120658875": 74, "midriff": [74, 75, 79, 82], "6290556192398071": 74, "navel": [74, 75, 79, 82], "9631235003471375": 74, "no_hat": [74, 75, 79], "7978747487068176": 74, "no_headwear": [74, 75, 79, 82], "7577926516532898": 74, "outdoor": [74, 75, 79, 82], "7118550539016724": 74, "5452839136123657": 74, "pillarbox": 74, "9841411709785461": 74, "red_ey": [74, 75, 79, 82], "958786129951477": 74, "shirt": [74, 75, 79, 82], "6720131039619446": 74, "short_sleev": [74, 75, 79, 82], "7077711820602417": 74, "silver_hair": [74, 75, 79], "6673924326896667": 74, "sky": [74, 75, 79, 82], "8709812760353088": 74, "9614333510398865": 74, "sportswear": [74, 75, 79, 82], "7786177396774292": 74, "6842771172523499": 74, "sweat": [74, 75, 79, 82], "9076308012008667": 74, "thigh": [74, 75, 79, 82], "580970823764801": 74, "skadi_": [74, 75, 82], "arknight": [74, 75, 82], "9633345007896423": 74, "9988503456115723": 74, "001651763916015625": 74, "00012505054473876953": 74, "9829280972480774": 74, "894218385219574": 74, "8733789920806885": 74, "backpack": [74, 75, 79, 82], "6322951316833496": 74, "9987058639526367": 74, "bag_charm": [74, 75], "9754379987716675": 74, "6810564994812012": 74, "9708781838417053": 74, "6356008052825928": 74, "5633733868598938": 74, "brick_wal": 74, "5315935611724854": 74, "brown_hair": [74, 75, 79, 82], "9397273659706116": 74, "9229896664619446": 74, "charm_": [74, 75], "9006357789039612": 74, "citi": 74, "9020784497261047": 74, "cityscap": 74, "9547432661056519": 74, "5296419262886047": 74, "8253412246704102": 74, "5619839429855347": 74, "hair_flow": [74, 75, 79, 82], "8277763724327087": 74, "hair_orna": [74, 75, 79, 82], "9356368780136108": 74, "hair_ribbon": [74, 75, 79], "5288072824478149": 74, "jacket": [74, 75, 79, 82], "6336134076118469": 74, "9703260064125061": 74, "8188960552215576": 74, "phone_screen": 74, "9579574465751648": 74, "9954615235328674": 74, "plaid": [74, 75, 79], "9725285172462463": 74, "plaid_skirt": [74, 75, 79], "9638455510139465": 74, "pleated_skirt": [74, 75, 79, 82], "7226815819740295": 74, "5321241021156311": 74, "red_nail": [74, 79], "5493080615997314": 74, "school_bag": [74, 75], "9863407611846924": 74, "school_uniform": [74, 75, 79, 82], "6794284582138062": 74, "5062428116798401": 74, "shoulder_bag": 74, "9325523972511292": 74, "skirt": [74, 75, 79, 82], "92237788438797": 74, "skyscrap": 74, "7728171348571777": 74, "sleeves_past_wrist": [74, 75, 79], "7257086038589478": 74, "smile": [74, 75, 79, 82], "5357837080955505": 74, "6939404010772705": 74, "7054293155670166": 74, "tongu": [74, 75, 79, 82], "9990814924240112": 74, "tongue_out": [74, 75, 79, 82], "9992498755455017": 74, "5012534260749817": 74, "very_long_hair": [74, 75, 79, 81, 82], "7461410164833069": 74, "lagpixellol": 75, "deepgelbooru_onnx": 75, "categori": [75, 90, 98], "dim": [75, 82], "9986732006072998": 75, "0013858973979949951": 75, "315376281738281e": 75, "9972434639930725": 75, "basebal": [75, 82], "5982598662376404": 75, "baseball_bat": [75, 79, 82], "6429562568664551": 75, "bike_short": 75, "36296138167381287": 75, "8308937549591064": 75, "black_shirt": [75, 79, 82], "7388008832931519": 75, "6039759516716003": 75, "30909663438796997": 75, "9694308042526245": 75, "6422968506813049": 75, "5898381471633911": 75, "8145260810852051": 75, "652222216129303": 75, "dolphin_short": 75, "466494083404541": 75, "7183809280395508": 75, "6753682494163513": 75, "7302790880203247": 75, "6649775505065918": 75, "large_breast": [75, 79, 82], "8446108102798462": 75, "98187655210495": 75, "8140730857849121": 75, "6360533833503723": 75, "9635934829711914": 75, "33370012044906616": 75, "44239571690559387": 75, "7891374826431274": 75, "6471294164657593": 75, "9958090782165527": 75, "8736815452575684": 75, "872096061706543": 75, "5640895366668701": 75, "5049663186073303": 75, "8832778930664062": 75, "9687467813491821": 75, "sports_bra": 75, "3659853935241699": 75, "9309735298156738": 75, "49939480423927307": 75, "stomach": [75, 79, 82], "446407288312912": 75, "809670090675354": 75, "6560589075088501": 75, "47956040501594543": 75, "9832853674888611": 75, "9994162321090698": 75, "0008397102355957031": 75, "00035390257835388184": 75, "9926226139068604": 75, "899387001991272": 75, "34215790033340454": 75, "5701972246170044": 75, "9512913227081299": 75, "6664570569992065": 75, "5614628791809082": 75, "33615976572036743": 75, "5770801305770874": 75, "987317681312561": 75, "37286585569381714": 75, "cardigan": [75, 79], "36409223079681396": 75, "7329680919647217": 75, "collared_shirt": [75, 79], "5924292206764221": 75, "4344901144504547": 75, "7465001344680786": 75, "5225946307182312": 75, "6976451873779297": 75, "9265321493148804": 75, "34527891874313354": 75, "6675043106079102": 75, "9096828699111938": 75, "long_sleev": [75, 79, 82], "41341525316238403": 75, "8418735265731812": 75, "miniskirt": [75, 79], "3675632178783417": 75, "nail_polish": [75, 79], "5284417867660522": 75, "open_cloth": [75, 79], "30296844244003296": 75, "48789578676223755": 75, "36596980690956116": 75, "7759367227554321": 75, "6535028219223022": 75, "8975257873535156": 75, "36911237239837646": 75, "4171145558357239": 75, "3942635953426361": 75, "6772940754890442": 75, "9397937655448914": 75, "5207280516624451": 75, "4673041105270386": 75, "9118321537971497": 75, "9967410564422607": 75, "9970728158950806": 75, "8419480323791504": 75, "6489560604095459": 75, "white_shirt": [75, 79], "6217572689056396": 75, "underscor": [76, 82], "convent": 76, "restor": [76, 106], "use_spac": 76, "use_escap": 76, "include_scor": 76, "score_descend": 76, "_": 76, "escap": 76, "unsaf": 76, "sort": [76, 80], "descend": 76, "panty_pul": 76, "6826801300048828": 76, "958938717842102": 76, "drinking_glass": 76, "9340789318084717": 76, "areola_slip": 76, "41196826100349426": 76, "9988248348236084": 76, "drink": 76, "pull": 76, "areola": 76, "999": 76, "959": 76, "934": 76, "683": 76, "412": 76, "mldanbooru": [77, 106], "get_mldanbooru_tag": 77, "wd14": [77, 79, 106], "get_wd14_tag": [77, 79], "convert_wd14_emb_to_predict": 77, "denormalize_wd14_emb": 77, "deepdanbooru": [77, 79, 106], "get_deepdanbooru_tag": [77, 79], "deepgelbooru": [77, 106], "get_deepgelbooru_tag": 77, "add_underlin": 77, "remove_underlin": 77, "tags_to_text": 77, "drop_overlap_tag": 77, "is_blacklist": 77, "drop_blacklisted_tag": 77, "char_whitelist_suffix": 77, "char_whitelist_prefix": 77, "char_whitelist_word": 77, "char_suffix": 77, "char_prefix": 77, "charactertagpool": 77, "is_basic_character_tag": 77, "drop_basic_character_tag": 77, "sort_tag": 77, "tag_match_suffix": 77, "tag_match_prefix": 77, "tag_match_ful": 77, "t1": 78, "t2": 78, "fulli": 78, "ml": 79, "448": 79, "keep_ratio": 79, "9999984502792358": [79, 101], "9999946355819702": 79, "9994951486587524": 79, "998144268989563": 79, "9978417158126831": 79, "9941409230232239": 79, "9799384474754333": 79, "979142427444458": 79, "961823582649231": 79, "961323618888855": 79, "9490893483161926": 79, "9450850486755371": 79, "9425153136253357": 79, "9409335255622864": 79, "9319437146186829": 79, "9265308976173401": 79, "9259042143821716": 79, "922250509262085": 79, "9199565052986145": 79, "9175475835800171": 79, "9102761745452881": 79, "9076938629150391": 79, "9052775502204895": 79, "8938589692115784": 79, "8894285559654236": 79, "8891903162002563": 79, "8845980763435364": 79, "8842408061027527": 79, "8659475445747375": 79, "862621009349823": 79, "8616052865982056": 79, "8562789559364319": 79, "short_short": [79, 82], "8555729389190674": 79, "8533340096473694": 79, "black_short": [79, 82], "8477485775947571": 79, "8430152535438538": 79, "tied_long_hair": [79, 82], "8340626955032349": 79, "crop_top_overhang": 79, "8266023397445679": 79, "8222048282623291": 79, "8202669620513916": 79, "8061150312423706": 79, "ass_visible_through_thigh": [79, 82], "7803354859352112": 79, "thigh_gap": [79, 82], "7789446711540222": 79, "arms_up": 79, "7052110433578491": 79, "9999866485595703": 79, "997043788433075": 79, "9969649910926819": 79, "9957101345062256": 79, "9928386807441711": 79, "9886980056762695": 79, "9864778518676758": 79, "ghost": [79, 82], "9769423007965088": 79, "9747489094734192": 79, "9736957550048828": 79, "9388670325279236": 79, "9356311559677124": 79, "91000896692276": 79, "8955123424530029": 79, "8910233378410339": 79, "8904104828834534": 79, "8881211280822754": 79, "8876776695251465": 79, "8864808678627014": 79, "8810517191886902": 79, "8798807263374329": 79, "8765745162963867": 79, "8737136125564575": 79, "8650439381599426": 79, "8613706827163696": 79, "blue_cardigan": 79, "8571277260780334": 79, "8333670496940613": 79, "8160212635993958": 79, "eyebrows_visible_through_hair": 79, "8122442364692688": 79, "8091571927070618": 79, "8082079887390137": 79, "8048468232154846": 79, "8042327165603638": 79, "7984272241592407": 79, "blazer": [79, 82], "794708251953125": 79, "78981614112854": 79, "7892146110534668": 79, "shaped_pupil": [79, 82], "7867060899734497": 79, "gradient_hair": 79, "786359965801239": 79, "7790888547897339": 79, "brown_skirt": 79, "7760675549507141": 79, "774523913860321": 79, "7721588015556335": 79, "7697228789329529": 79, "755959689617157": 79, "multicolored_hair": 79, "7477189898490906": 79, "7476690411567688": 79, "rail": 79, "7476617693901062": 79, "blue_jacket": 79, "7458406090736389": 79, "741143524646759": 79, "7364678978919983": 79, "7193643450737": 79, "red_neckwear": 79, "7108616828918457": 79, "7086325287818909": 79, "7055293321609497": 79, "7039415836334229": 79, "7018357515335083": 79, "shuffl": 80, "count": [80, 107, 108], "2boi": 80, "cat_ear": 80, "uniqu": 80, "8849405313291128": 81, "8548297594823425": 81, "03910296474461261": 81, "6615180440330748": 81, "21552028866308015": 81, "3165260620737027": 81, "47744464927382957": 81, "tagger": 82, "smilingwolf": 82, "wd": 82, "swinv2_v3": 82, "general_mcut_en": 82, "character_mcut_en": 82, "no_underlin": 82, "mcut": 82, "replac": 82, "index": [82, 109], "follw": 82, "valuabl": 82, "enabl": 82, "rapid": 82, "queri": 82, "0011444687843322754": 82, "8876402974128723": 82, "106781005859375": 82, "000277101993560791": 82, "997527003288269": 82, "9797663688659668": 82, "9905703663825989": 82, "9761719703674316": 82, "8981098532676697": 82, "8810765743255615": 82, "9498510360717773": 82, "8377365469932556": 82, "945058286190033": 82, "9457170367240906": 82, "969594419002533": 82, "7881088852882385": 82, "7687551379203796": 82, "9301245212554932": 82, "6703325510025024": 82, "white_hair": 82, "5292627811431885": 82, "8677047491073608": 82, "grey_hair": 82, "5859264731407166": 82, "9536856412887573": 82, "8056888580322266": 82, "8394746780395508": 82, "9473626613616943": 82, "8986269235610962": 82, "9385137557983398": 82, "8408567905426025": 82, "alternate_costum": 82, "4245271384716034": 82, "931140661239624": 82, "8830795884132385": 82, "7279844284057617": 82, "artist_nam": 82, "5333830714225769": 82, "64717698097229": 82, "9516432285308838": 82, "9655293226242065": 82, "9485014081001282": 82, "7366660833358765": 82, "7161656618118286": 82, "5858667492866516": 82, "6186309456825256": 82, "41193312406539917": 82, "467605859041214": 82, "36282333731651306": 82, "3756745457649231": 82, "motion_blur": 82, "5091936588287354": 82, "951993465423584": 82, "5634750723838806": 82, "8232709169387817": 82, "9869340658187866": 82, "49491602182388306": 82, "5193622708320618": 82, "003406703472137451": 82, "0007208287715911865": 82, "9798132181167603": 82, "8046203851699829": 82, "7596215009689331": 82, "7620116472244263": 82, "46084529161453247": 82, "48454540967941284": 82, "5152207016944885": 82, "8023070096969604": 82, "8653596639633179": 82, "7201820611953735": 82, "7816740870475769": 82, "697688639163971": 82, "8974947333335876": 82, "7491052746772766": 82, "5015512704849243": 82, "6401398181915283": 82, "43420469760894775": 82, "4528769850730896": 82, "5730487704277039": 82, "6739872694015503": 82, "5545973181724548": 82, "6946243047714233": 82, "5487751364707947": 82, "7439308166503906": 82, "4186026453971863": 82, "47378358244895935": 82, "4690653085708618": 82, "7565015554428101": 82, "hu_tao_": 82, "genshin_impact": 82, "9262397289276123": 82, "boo_tao_": 82, "942080020904541": 82, "denorm": 82, "denormalizer_nam": 82, "mnum2_al": 82, "understand": 82, "redund": 82, "structur": [82, 106], "b": 82, "r": [82, 94, 100], "c": 82, "linalg": 82, "norm": 82, "approx": [82, 83], "1e": 82, "cdc_anime_onnx": 83, "realli": 83, "As": [83, 94, 100], "1024x1024": 83, "2060": 83, "gpu": 83, "cost": 83, "cpu": [83, 88, 107, 108], "experi": 83, "hgsr": 83, "mhr": 83, "aug_x4_320": 83, "cute_waifu_aroma": 83, "pngimageplugin": 83, "pngimagefil": 83, "1168x1168": 83, "0x7f0e8ca06880": 83, "4672x4672": 83, "0x7f0e48edb640": 83, "cdc": [84, 106], "upscale_with_cdc": 84, "lru_cach": 85, "wrap": 85, "synchron": 85, "prevent": 85, "race": 85, "condit": 85, "maxsiz": 85, "expensive_funct": 85, "expens": 85, "lock": [85, 105], "safeti": [85, 102], "multithread": 85, "my_funct": 85, "introduc": 85, "acquisit": 85, "critic": 85, "mathemat": 86, "activ": 86, "deep": 86, "problem": [86, 94, 100], "input_valu": 86, "frac": 86, "26894142": 86, "73105858": 86, "ts_lru_cach": 87, "get_onnx_provid": 87, "open_onnx_model": 87, "cudaexecutionprovid": 88, "cpuexecutionprovid": 88, "ckpt": 88, "inferencesess": 88, "onnx_mod": 88, "decid": 88, "linux": [88, 107, 108], "execut": [88, 107, 108], "ignor": 88, "cuda": [88, 107, 108], "forc": 88, "anime_ai_check": 89, "mobilenetv3_sce_dist": [89, 100, 104], "mainli": 89, "caformer_s36_plus_sc": 89, "graph": 89, "9996960163116455": 89, "9999125003814697": 89, "997803270816803": 89, "9960069060325623": 89, "9887709021568298": 89, "9998629093170166": 89, "0013722758740186691": 89, "00020673229300882667": 89, "0001895089662866667": 89, "0008857478387653828": 89, "552320024231449e": 89, "001168627175502479": 89, "bangumi": [90, 91], "vision": 90, "imageri": 90, "bangumi_char_typ": 90, "definit": [90, 97], "video": 90, "secondari": 90, "often": 90, "lack": 90, "lead": 90, "under": [90, 109], "three": 90, "judg": 90, "anime_portrait": [90, 96], "mobilenetv3_v0_dist": [90, 99, 103, 104], "9998525381088257": 90, "00012103465269319713": 90, "6464786313008517e": 90, "906112609314732e": 90, "06": [90, 91, 93, 98, 99, 100, 101, 103], "9997243285179138": 90, "0002490800397936255": 90, "7215803381986916e": 90, "354368557978887e": 90, "9998849630355835": 90, "90006631379947e": 90, "3920385754317977e": 90, "2084233276254963e": 90, "9998877048492432": 90, "732793503440917e": 90, "4264976925915107e": 90, "0623419257171918e": 90, "07076334953308105": 90, "9290977716445923": 90, "0001044218079186976": 90, "4467317163944244e": 90, "2568268832401372e": 90, "9999498128890991": 90, "1810528778587468e": 90, "879474429093534e": 90, "260669109295122e": 90, "9999510049819946": 90, "2321036592766177e": 90, "025227553938748e": 90, "4251427273848094e": 90, "999957799911499": 90, "4273678718600422e": 90, "6884023302263813e": 90, "880981603288092e": 90, "0002326338435523212": 90, "9996368885040283": 90, "164971561403945e": 90, "00020793956355191767": 90, "13438372313976288": 90, "8652494549751282": 90, "000158855298650451": 90, "000238816806813702": 90, "3589179217815399": 90, "6406960487365723": 90, "0001471740542910993": 90, "002255884697660804": 90, "08208147436380386": 90, "9152728915214539": 90, "00038967153523117304": 90, "227699592884164e": 90, "0835404282261152e": 90, "1437502406770363e": 90, "9999284744262695": 90, "2125529792683665e": 90, "0218892384727951e": 90, "00011914174683624879": 90, "9998584985733032": 90, "2007669283775613e": 90, "6357082131435163e": 90, "3068713896209374e": 90, "9999185800552368": 90, "066640925273532e": 90, "529400813335087e": 90, "089402500540018e": 90, "9999388456344604": 90, "6406959295272827": 90, "not_paint": 91, "anime_classif": 91, "older": 91, "mobilenetv3_v1": [91, 101], "5_dist": 91, "3_dist": 91, "plot": [91, 94, 100, 104], "caformer_s36_v1": 91, "3_focal": 91, "8346158862113953": 91, "004201625939458609": 91, "0028638991061598063": 91, "15633030235767365": 91, "001988308737054467": 91, "9868855476379395": 91, "001178382197394967": 91, "00015886101755313575": 91, "0005986307514831424": 91, "011178601533174515": 91, "9933090209960938": 91, "0012440024875104427": 91, "00040085514774546027": 91, "004924307577311993": 91, "00012189441622467712": 91, "00031298911198973656": 91, "9968050718307495": 91, "182305903872475e": 91, "0027923565357923508": 91, "7805559259140864e": 91, "0004650334012694657": 91, "996709942817688": 91, "736721191671677e": 91, "0027629584074020386": 91, "4619508621981367e": 91, "0003803370927926153": 91, "998649537563324": 91, "190127922105603e": 91, "0008622839814051986": 91, "595230686594732e": 91, "0004573142796289176": 91, "00031435859273187816": 91, "8671838641166687": 91, "13199880719184875": 91, "563074617180973e": 91, "153919796110131e": 91, "290010737255216e": 91, "9727378487586975": 91, "027150526642799377": 91, "162296004826203e": 91, "4933258828241378e": 91, "0004275702522136271": 91, "995402455329895": 91, "002233930164948106": 91, "001911122351884842": 91, "1603819727897644": 91, "0007561995880678296": 91, "00017044576816260815": 91, "838487982749939": 91, "0002034590725088492": 91, "005001617129892111": 91, "000932251859921962": 91, "009352140128612518": 91, "9846979379653931": 91, "6018555470509455e": 91, "004064667969942093": 91, "464051254326478e": 91, "025772539898753166": 91, "9699516296386719": 91, "00011656546121230349": 91, "287263775244355e": 91, "370255853951676e": 91, "01098843663930893": 91, "0031668643932789564": 91, "9857884049415588": 91, "499273488065228e": 91, "8419872251106426e": 91, "0003471920208539814": 91, "029472889378666878": 91, "9700765609741211": 91, "0012387704337015748": 91, "001172148622572422": 91, "787473391043022e": 91, "003680602880194783": 91, "9938107132911682": 91, "8346157073974609": 91, "8671836853027344": 91, "8384883403778076": 91, "9846979975700378": 91, "9700766801834106": 91, "greyscal": 92, "jpeg_ful": [92, 105], "6125901": 92, "6125785": [92, 105], "6124220": 92, "rough": [93, 94, 100], "polish": 93, "mobilenetv3_v2": 93, "2_dist": [93, 101], "910087929805741e": 93, "1241951510310173": 93, "8757457137107849": 93, "00018937293498311192": 93, "030049214139580727": 93, "9697614312171936": 93, "008933082222938538": 93, "05096456781029701": 93, "9401022791862488": 93, "009832272306084633": 93, "9898634552955627": 93, "00030428936588577926": 93, "013919820077717304": 93, "9819902181625366": 93, "004089969675987959": 93, "04166747257113457": 93, "9582782983779907": 93, "4218515288084745e": 93, "8849249482154846": 93, "1149177998304367": 93, "0001573085755808279": 93, "9907882809638977": 93, "008958994410932064": 93, "0002527958422433585": 93, "9831690788269043": 93, "01682441122829914": 93, "613856385229155e": 93, "8757458329200745": 93, "8849248290061951": 93, "million": 94, "anime_r": [94, 96], "boundari": [94, 100], "challeng": [94, 100], "clean": [94, 100], "judgment": [94, 100], "intend": [94, 100], "quick": [94, 100, 106], "estim": [94, 100], "basi": [94, 100], "mobilenetv3_large_100_v0_ls0": 94, "caformer_s36_v0_ls0": 94, "7508869767189026": 94, "7034655809402466": 94, "728887677192688": 94, "7404400110244751": 94, "7446154952049255": 94, "7514738440513611": 94, "768704354763031": 94, "8219676613807678": 94, "7267540693283081": 94, "7645740509033203": 94, "7216582894325256": 94, "7615436315536499": 94, "815083920955658": 94, "8321858644485474": 94, "8204999566078186": 94, "820833146572113": 94, "chdir": 94, "doc": 94, "api_doc": 94, "7508870363235474": 94, "11212056130170822": 94, "06781744956970215": 94, "06917501986026764": 94, "7034654021263123": 94, "15903906524181366": 94, "06688199192285538": 94, "07061357796192169": 94, "7288877964019775": 94, "1476859599351883": 94, "060362350195646286": 94, "06306383013725281": 94, "7404399514198303": 94, "10337048768997192": 94, "08087948709726334": 94, "07530999928712845": 94, "055992450565099716": 94, "7446154356002808": 94, "13191790878772736": 94, "06747424602508545": 94, "06458679586648941": 94, "10566363483667374": 94, "07827574014663696": 94, "07079866528511047": 94, "7687042951583862": 94, "09974884241819382": 94, "06074819341301918": 94, "050435908138751984": 94, "8219675421714783": 94, "0593985915184021": 94, "06819795072078705": 94, "06569571048021317": 94, "1177448257803917": 94, "726753830909729": 94, "08980562537908554": 94, "06481882929801941": 94, "06922297924757004": 94, "10138414055109024": 94, "06351721286773682": 94, "07683827728033066": 94, "13798624277114868": 94, "05942752957344055": 94, "10584963858127594": 94, "7615437507629395": 94, "07317910343408585": 94, "060196295380592346": 94, "06751583516597748": 94, "0572039857506752": 94, "05398125201463699": 94, "06124086305499077": 94, "0525919646024704": 94, "8321859240531921": 94, "05922013148665428": 94, "06274889409542084": 94, "057530902326107025": 94, "8205001354217529": 94, "05683052912354469": 94, "06635929644107819": 94, "05597696080803871": 94, "8208332657814026": 94, "non_furri": 95, "mobilenetv3_v0": 95, "1_dist": 95, "9898804426193237": 95, "010119626298546791": 95, "9677742123603821": 95, "032225821167230606": 95, "959551215171814": 95, "040448784828186035": 95, "9535530209541321": 95, "04644693806767464": 95, "04358793422579765": 95, "9564120769500732": 95, "02767963521182537": 95, "9723203182220459": 95, "028900373727083206": 95, "9710996150970459": 95, "037573859095573425": 95, "9624261260032654": 95, "aicheck": [96, 106], "get_ai_created_scor": 96, "is_ai_cr": 96, "bangumi_char": [96, 106], "anime_bangumi_char_scor": 96, "anime_bangumi_char": 96, "anime_classify_scor": 96, "anime_classifi": 96, "is_greyscal": 96, "anime_completeness_scor": 96, "anime_complet": 96, "dbrate": [96, 106], "anime_dbrating_scor": 96, "anime_dbr": 96, "furri": [96, 106], "anime_furry_scor": 96, "anime_furri": 96, "get_monochrome_scor": 96, "is_monochrom": 96, "nsfw_pred_scor": 96, "nsfw_pred": 96, "portrait": [96, 106], "anime_portrait_scor": 96, "anime_rating_scor": 96, "anime_real_scor": 96, "safe_check_scor": 96, "safe_check": 96, "style_ag": [96, 106], "anime_style_age_scor": 96, "anime_style_ag": 96, "teen": [96, 106], "anime_teen_scor": 96, "anime_teen": 96, "is_truncated_fil": 96, "screen": 97, "row": 97, "bottom": 97, "grayscal": 97, "monochrome_detect": 97, "mobilenetv3_large_100_dist_safe2": 97, "mobilenetv3_dist": 97, "caformer_s36": 97, "mono": 97, "9614395499229431": 97, "9458909034729004": 97, "9559807777404785": 97, "9651952981948853": 97, "9379720687866211": 97, "8814834356307983": 97, "03941023349761963": 97, "07492382079362869": 97, "09546589106321335": 97, "016521310433745384": 97, "005693843588232994": 97, "0315730981528759": 97, "Not": 98, "five": 98, "hentai": 98, "neutral": 98, "porn": 98, "sexi": 98, "infinit": 98, "nsfwj": 98, "tfj": 98, "mobil": 98, "9970946311950684": 98, "00198739324696362": 98, "000894528697244823": 98, "4315058251668233e": 98, "099447197513655e": 98, "9282580614089966": 98, "061733175069093704": 98, "008979619480669498": 98, "0007789491210132837": 98, "0002501663693692535": 98, "7945129871368408": 98, "2044062316417694": 98, "0005603990866802633": 98, "0004847997915931046": 98, "564094367902726e": 98, "7977773547172546": 98, "01352313905954361": 98, "18791256844997406": 98, "0004888656549155712": 98, "00029804420773871243": 98, "04498734697699547": 98, "9509441256523132": 98, "4087972633424215e": 98, "003999904729425907": 98, "4542059185914695e": 98, "002892113756388426": 98, "982390284538269": 98, "02520776737947e": 98, "014633022248744965": 98, "858086610212922e": 98, "002532319398596883": 98, "9887337684631348": 98, "231979568838142e": 98, "008699454367160797": 98, "8187158022774383e": 98, "03564726561307907": 98, "954788088798523": 98, "343036850215867e": 98, "009289607405662537": 98, "00020158555707894266": 98, "006372362840920687": 98, "006019102409482002": 98, "9694945812225342": 98, "015214097686111927": 98, "002899901708588004": 98, "0004039364866912365": 98, "00012730166781693697": 98, "987038791179657": 98, "007135333959013224": 98, "005294707603752613": 98, "06964848190546036": 98, "0014777459437027574": 98, "9276643395423889": 98, "0003031621454283595": 98, "0009063396137207747": 98, "00028707628371194005": 98, "00010888021643040702": 98, "9992460012435913": 98, "00015473493840545416": 98, "0002033217460848391": 98, "563037691696081e": 98, "008058490231633186": 98, "00044566826545633376": 98, "937960684299469": 98, "05353058874607086": 98, "364063445587817e": 98, "00562260951846838": 98, "00012077406427124515": 98, "9897090792655945": 98, "004547217860817909": 98, "564737981942017e": 98, "016690678894519806": 98, "001258736359886825": 98, "9766013622283936": 98, "005440687295049429": 98, "4481674952548929e": 98, "01861923187971115": 98, "0008914825739338994": 98, "9674761295318604": 98, "012998746708035469": 98, "691116141155362e": 98, "0007601747056469321": 98, "0005019629606977105": 98, "039504989981651306": 98, "9591660499572754": 98, "0001652583305258304": 98, "0002614929690025747": 98, "020374108105897903": 98, "029394468292593956": 98, "9498046040534973": 98, "00016299057460855693": 98, "004782819654792547": 98, "002861740067601204": 98, "12280157208442688": 98, "8693908452987671": 98, "0001731760276015848": 98, "304211274255067e": 98, "03286275267601013": 98, "010648751631379128": 98, "9562522172927856": 98, "999900221824646": 99, "645313209854066e": 99, "3387104445428122e": 99, "9999704360961914": 99, "4465465685352683e": 99, "071506166132167e": 99, "9999785423278809": 99, "512719154561637e": 99, "292278612818336e": 99, "919455750496127e": 99, "9999444484710693": 99, "3647335082350764e": 99, "0555699191172607e": 99, "9999880790710449": 99, "3210242286731955e": 99, "7451418898417614e": 99, "9999822378158569": 99, "2084267331811134e": 99, "7460413321023225e": 99, "1532473820352607e": 99, "9999996423721313": 99, "0316136922483565e": 99, "840229633236049e": 99, "9999998807907104": [99, 100], "736660568800289e": 99, "199210472208506e": 99, "9999992847442627": 99, "r15": 100, "r18": 100, "sankaku": 100, "mobilenetv3_v1_pruned_ls0": 100, "caformer_s36_plu": [100, 104], "5863172936624323e": 100, "480062353375615e": 100, "9924363493919373": 100, "007255776319652796": 100, "0003077814180869609": 100, "996969997882843": 100, "0030054834205657244": 100, "4601260520284995e": 100, "9966891407966614": 100, "003293127752840519": 100, "770909148035571e": 100, "00025384966284036636": 100, "9996721744537354": 100, "399192691082135e": 100, "973351603141055e": 100, "9998563528060913": 100, "391309580067173e": 100, "0018681309884414077": 100, "9827859997749329": 100, "015345841646194458": 100, "013710384257137775": 100, "8339558839797974": 100, "15233369171619415": 100, "951323833462084e": 100, "00029566374723799527": 100, "9997004270553589": 100, "00018434497178532183": 100, "568440272123553e": 100, "9997699856758118": 100, "11225129129889e": 100, "051862899563275e": 100, "9999485015869141": 100, "902020231791539e": 100, "0005639699520543218": 100, "9994290471076965": 100, "anime_real_cl": 101, "4_dist": 101, "9999716281890869": 101, "8398366339388303e": 101, "9992202520370483": 101, "0007797438884153962": 101, "9999709129333496": 101, "905452492996119e": 101, "9999765157699585": 101, "3499671442550607e": 101, "9994087219238281": 101, "0005913018831051886": 101, "9999759197235107": 101, "4061362637439743e": 101, "9999052286148071": 101, "475799015490338e": 101, "403173675702419e": 101, "5848207794988411e": 101, "0010207017185166478": 101, "9989792704582214": 101, "2124368115328252e": 101, "9999977350234985": 101, "6512358342879452e": 101, "9999834299087524": 101, "359853614412714e": 101, "9999936819076538": 101, "600314317329321e": 101, "9999840259552002": 101, "5589323083986528e": 101, "9999843835830688": 101, "5513256585109048e": 101, "9999845027923584": 101, "pollut": 102, "shit": 102, "checker": 102, "mobilenet": 102, "v2": 102, "max_batch_s": 102, "1970": 103, "1980": 103, "1990": 103, "2000": 103, "2010": 103, "2015": 103, "2020": 103, "ag": 103, "9805465340614319": 103, "761269782553427e": 103, "0005044879508204758": 103, "01569165475666523": 103, "002850610064342618": 103, "00037849770160391927": 103, "9434612113400362e": 103, "053497342392802e": 103, "9992554783821106": 103, "0006490182713605464": 103, "8857468805654207e": 103, "317252262353577e": 103, "314484721769986e": 103, "0750001138148946e": 103, "706833609205205e": 103, "00034479793976061046": 103, "9995512366294861": 103, "391363472677767e": 103, "4607510820496827e": 103, "0679690351244062e": 103, "661913514311891e": 103, "757471131393686e": 103, "0744897230761126e": 103, "76177470368566e": 103, "9996387958526611": 103, "160279296338558e": 103, "00013228354509919882": 103, "1361367038916796e": 103, "464057489414699e": 103, "2412899599876255e": 103, "703883653040975e": 103, "127358498517424e": 103, "9973921775817871": 103, "0022309015039354563": 103, "00018872201326303184": 103, "780902943617548e": 103, "422096920578042e": 103, "638929097680375e": 103, "152203023797483e": 103, "00028818511054851115": 103, "9996094107627869": 103, "58777353237383e": 103, "9200742826797068e": 103, "00017117452807724476": 103, "518441947875544e": 103, "885544381570071e": 103, "4389253010449465e": 103, "1696006772108376e": 103, "9996393918991089": 103, "contenti": 104, "safe_teen": 104, "non_teen": 104, "caformer_s36_v0": 104, "9998493194580078": 104, "0378791052498855e": 104, "00012023092131130397": 104, "9790042638778687": 104, "0017522255657240748": 104, "01924353837966919": 104, "9998124241828918": 104, "19778298237361e": 104, "0001456339523429051": 104, "0008521362324245274": 104, "9989691972732544": 104, "00017870066221803427": 104, "0992944781901315e": 104, "9994398951530457": 104, "0004991036257706583": 104, "2035720727872103e": 104, "9994019269943237": 104, "0005460577667690814": 104, "0478151529678144e": 104, "524079147609882e": 104, "999934196472168": 104, "786742884898558e": 104, "653994154883549e": 104, "9998156428337097": 104, "0001218809193233028": 104, "00013706681784242392": 104, "9997410178184509": 104, "jpeg_trunc": 105, "2216614_truncat": 105, "imagefil": 105, "load_truncated_imag": 105, "ascii": 106, "metric": 106, "list_det_model": 106, "list_rec_model": 106, "sd": 106, "tag": 106, "platform": [107, 108], "shutil": [107, 108], "cpuinfo": [107, 108], "psutil": [107, 108], "hbutil": [107, 108], "size_to_bytes_str": [107, 108], "python_implement": [107, 108], "python_vers": [107, 108], "brand": [107, 108], "get_cpu_info": [107, 108], "brand_raw": [107, 108], "cpu_count": [107, 108], "freq": [107, 108], "cpu_freq": [107, 108], "mhz": [107, 108], "virtual_memori": [107, 108], "precis": [107, 108], "ye": [107, 108], "nvidia": [107, 108], "smi": [107, 108], "1021": [107, 108], "azur": [107, 108], "x86_64": [107, 108], "glibc2": [107, 108], "cpython": [107, 108], "amd": [107, 108], "epyc": [107, 108], "7763": [107, 108], "3149": 107, "57825": 107, "615": [107, 108], "gib": [107, 108], "deploi": [107, 108], "action": [107, 108], "2980": 108, "3205000000003": 108, "imgutil": 109, "pypi": 109, "simpli": 109, "newest": 109, "git": 109, "script": 109, "__name__": 109, "__main__": 109, "narugo1992": 109, "still": 109, "out": 109, "io": 109, "html": 109, "faq": 110}, "objects": {"imgutils": [[1, 0, 0, "-", "ascii"], [2, 0, 0, "-", "config"], [9, 0, 0, "-", "data"], [19, 0, 0, "-", "detect"], [26, 0, 0, "-", "edge"], [32, 0, 0, "-", "generic"], [36, 0, 0, "-", "metadata"], [41, 0, 0, "-", "metrics"], [45, 0, 0, "-", "ocr"], [49, 0, 0, "-", "operate"], [53, 0, 0, "-", "pose"], [56, 0, 0, "-", "preprocess"], [61, 0, 0, "-", "resource"], [63, 0, 0, "-", "restore"], [66, 0, 0, "-", "sd"], [70, 0, 0, "-", "segment"], [77, 0, 0, "-", "tagging"], [84, 0, 0, "-", "upscale"], [87, 0, 0, "-", "utils"], [96, 0, 0, "-", "validate"]], "imgutils.ascii": [[0, 0, 0, "-", "drawing"]], "imgutils.ascii.drawing": [[0, 1, 1, "", "ascii_drawing"]], "imgutils.config": [[3, 0, 0, "-", "meta"]], "imgutils.config.meta": [[3, 2, 1, "", "__AUTHOR_EMAIL__"], [3, 2, 1, "", "__AUTHOR__"], [3, 2, 1, "", "__DESCRIPTION__"], [3, 2, 1, "", "__TITLE__"], [3, 2, 1, "", "__VERSION__"]], "imgutils.data": [[4, 0, 0, "-", "background"], [5, 0, 0, "-", "blob"], [6, 0, 0, "-", "decode"], [7, 0, 0, "-", "encode"], [8, 0, 0, "-", "image"], [10, 0, 0, "-", "layer"], [11, 0, 0, "-", "url"]], "imgutils.data.background": [[4, 1, 1, "", "grid_background"], [4, 1, 1, "", "grid_transparent"]], "imgutils.data.blob": [[5, 1, 1, "", "is_valid_image_blob_url"], [5, 1, 1, "", "load_image_from_blob_url"], [5, 1, 1, "", "to_blob_url"]], "imgutils.data.decode": [[6, 1, 1, "", "rgb_decode"]], "imgutils.data.encode": [[7, 1, 1, "", "rgb_encode"]], "imgutils.data.image": [[8, 1, 1, "", "has_alpha_channel"], [8, 1, 1, "", "load_image"], [8, 1, 1, "", "load_images"]], "imgutils.data.layer": [[10, 1, 1, "", "istack"]], "imgutils.data.url": [[11, 1, 1, "", "download_image_from_url"], [11, 1, 1, "", "is_http_url"]], "imgutils.detect": [[12, 0, 0, "-", "booru_yolo"], [13, 0, 0, "-", "censor"], [14, 0, 0, "-", "eye"], [15, 0, 0, "-", "face"], [16, 0, 0, "-", "halfbody"], [17, 0, 0, "-", "hand"], [18, 0, 0, "-", "head"], [20, 0, 0, "-", "nudenet"], [21, 0, 0, "-", "person"], [22, 0, 0, "-", "similarity"], [23, 0, 0, "-", "text"], [24, 0, 0, "-", "visual"]], "imgutils.detect.booru_yolo": [[12, 1, 1, "", "detect_with_booru_yolo"]], "imgutils.detect.censor": [[13, 1, 1, "", "detect_censors"]], "imgutils.detect.eye": [[14, 1, 1, "", "detect_eyes"]], "imgutils.detect.face": [[15, 1, 1, "", "detect_faces"]], "imgutils.detect.halfbody": [[16, 1, 1, "", "detect_halfbody"]], "imgutils.detect.hand": [[17, 1, 1, "", "detect_hands"]], "imgutils.detect.head": [[18, 1, 1, "", "detect_heads"]], "imgutils.detect.nudenet": [[20, 1, 1, "", "detect_with_nudenet"]], "imgutils.detect.person": [[21, 1, 1, "", "detect_person"]], "imgutils.detect.similarity": [[22, 1, 1, "", "bboxes_similarity"], [22, 1, 1, "", "calculate_iou"], [22, 1, 1, "", "detection_similarity"]], "imgutils.detect.text": [[23, 1, 1, "", "detect_text"]], "imgutils.detect.visual": [[24, 1, 1, "", "detection_visualize"]], "imgutils.edge": [[25, 0, 0, "-", "canny"], [27, 0, 0, "-", "lineart"], [28, 0, 0, "-", "lineart_anime"]], "imgutils.edge.canny": [[25, 1, 1, "", "edge_image_with_canny"], [25, 1, 1, "", "get_edge_by_canny"]], "imgutils.edge.lineart": [[27, 1, 1, "", "edge_image_with_lineart"], [27, 1, 1, "", "get_edge_by_lineart"]], "imgutils.edge.lineart_anime": [[28, 1, 1, "", "edge_image_with_lineart_anime"], [28, 1, 1, "", "get_edge_by_lineart_anime"]], "imgutils.generic": [[29, 0, 0, "-", "classify"], [30, 0, 0, "-", "clip"], [31, 0, 0, "-", "enhance"], [33, 0, 0, "-", "siglip"], [34, 0, 0, "-", "yolo"]], "imgutils.generic.classify": [[29, 3, 1, "", "ClassifyModel"], [29, 1, 1, "", "classify_predict"], [29, 1, 1, "", "classify_predict_fmt"], [29, 1, 1, "", "classify_predict_score"]], "imgutils.generic.classify.ClassifyModel": [[29, 4, 1, "", "__init__"], [29, 4, 1, "", "clear"], [29, 4, 1, "", "launch_demo"], [29, 4, 1, "", "make_ui"], [29, 4, 1, "", "predict"], [29, 4, 1, "", "predict_fmt"], [29, 4, 1, "", "predict_score"]], "imgutils.generic.clip": [[30, 3, 1, "", "CLIPModel"], [30, 1, 1, "", "clip_image_encode"], [30, 1, 1, "", "clip_predict"], [30, 1, 1, "", "clip_text_encode"]], "imgutils.generic.clip.CLIPModel": [[30, 4, 1, "", "__init__"], [30, 4, 1, "", "clear"], [30, 4, 1, "", "image_encode"], [30, 4, 1, "", "launch_demo"], [30, 4, 1, "", "make_ui"], [30, 4, 1, "", "predict"], [30, 4, 1, "", "text_encode"]], "imgutils.generic.enhance": [[31, 3, 1, "", "ImageEnhancer"]], "imgutils.generic.enhance.ImageEnhancer": [[31, 4, 1, "", "__init__"], [31, 4, 1, "", "process"]], "imgutils.generic.siglip": [[33, 3, 1, "", "SigLIPModel"], [33, 1, 1, "", "siglip_image_encode"], [33, 1, 1, "", "siglip_predict"], [33, 1, 1, "", "siglip_text_encode"]], "imgutils.generic.siglip.SigLIPModel": [[33, 4, 1, "", "__init__"], [33, 4, 1, "", "clear"], [33, 4, 1, "", "image_encode"], [33, 4, 1, "", "launch_demo"], [33, 4, 1, "", "make_ui"], [33, 4, 1, "", "predict"], [33, 4, 1, "", "text_encode"]], "imgutils.generic.yolo": [[34, 3, 1, "", "YOLOModel"], [34, 1, 1, "", "yolo_predict"]], "imgutils.generic.yolo.YOLOModel": [[34, 4, 1, "", "__init__"], [34, 4, 1, "", "clear"], [34, 4, 1, "", "launch_demo"], [34, 4, 1, "", "make_ui"], [34, 4, 1, "", "predict"]], "imgutils.metadata": [[35, 0, 0, "-", "geninfo"], [37, 0, 0, "-", "lsb"]], "imgutils.metadata.geninfo": [[35, 1, 1, "", "read_geninfo_exif"], [35, 1, 1, "", "read_geninfo_gif"], [35, 1, 1, "", "read_geninfo_parameters"], [35, 1, 1, "", "write_geninfo_exif"], [35, 1, 1, "", "write_geninfo_gif"], [35, 1, 1, "", "write_geninfo_parameters"]], "imgutils.metadata.lsb": [[37, 3, 1, "", "ImageLsbDataExtractor"], [37, 3, 1, "", "LSBExtractor"], [37, 3, 1, "", "LSBReadError"], [37, 1, 1, "", "inject_data"], [37, 1, 1, "", "read_lsb_metadata"], [37, 1, 1, "", "read_lsb_raw_bytes"], [37, 1, 1, "", "serialize_json"], [37, 1, 1, "", "serialize_pnginfo"], [37, 1, 1, "", "write_lsb_metadata"], [37, 1, 1, "", "write_lsb_raw_bytes"]], "imgutils.metadata.lsb.ImageLsbDataExtractor": [[37, 4, 1, "", "__init__"], [37, 4, 1, "", "extract_data"]], "imgutils.metadata.lsb.LSBExtractor": [[37, 4, 1, "", "__init__"], [37, 4, 1, "", "get_next_n_bytes"], [37, 4, 1, "", "get_one_byte"], [37, 4, 1, "", "read_32bit_integer"]], "imgutils.metrics": [[38, 0, 0, "-", "aesthetic"], [39, 0, 0, "-", "ccip"], [40, 0, 0, "-", "dbaesthetic"], [42, 0, 0, "-", "laplacian"], [43, 0, 0, "-", "lpips"], [44, 0, 0, "-", "psnr_"]], "imgutils.metrics.aesthetic": [[38, 1, 1, "", "get_aesthetic_score"]], "imgutils.metrics.ccip": [[39, 1, 1, "", "ccip_batch_differences"], [39, 1, 1, "", "ccip_batch_extract_features"], [39, 1, 1, "", "ccip_batch_same"], [39, 1, 1, "", "ccip_clustering"], [39, 1, 1, "", "ccip_default_clustering_params"], [39, 1, 1, "", "ccip_default_threshold"], [39, 1, 1, "", "ccip_difference"], [39, 1, 1, "", "ccip_extract_feature"], [39, 1, 1, "", "ccip_merge"], [39, 1, 1, "", "ccip_same"]], "imgutils.metrics.dbaesthetic": [[40, 1, 1, "", "anime_dbaesthetic"]], "imgutils.metrics.laplacian": [[42, 1, 1, "", "laplacian_score"]], "imgutils.metrics.lpips": [[43, 1, 1, "", "lpips_clustering"], [43, 1, 1, "", "lpips_difference"], [43, 1, 1, "", "lpips_extract_feature"]], "imgutils.metrics.psnr_": [[44, 1, 1, "", "psnr"]], "imgutils.ocr": [[45, 1, 1, "", "detect_text_with_ocr"], [45, 1, 1, "", "list_det_models"], [45, 1, 1, "", "list_rec_models"], [45, 1, 1, "", "ocr"]], "imgutils.operate": [[46, 0, 0, "-", "align"], [47, 0, 0, "-", "censor_"], [48, 0, 0, "-", "imgcensor"], [50, 0, 0, "-", "squeeze"]], "imgutils.operate.align": [[46, 1, 1, "", "align_maxsize"]], "imgutils.operate.censor_": [[47, 3, 1, "", "BaseCensor"], [47, 3, 1, "", "BlurCensor"], [47, 3, 1, "", "ColorCensor"], [47, 3, 1, "", "PixelateCensor"], [47, 1, 1, "", "censor_areas"], [47, 1, 1, "", "censor_nsfw"], [47, 1, 1, "", "register_censor_method"]], "imgutils.operate.censor_.BaseCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.BlurCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.ColorCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.PixelateCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor": [[48, 3, 1, "", "EmojiBasedCensor"], [48, 3, 1, "", "ImageBasedCensor"], [48, 3, 1, "", "SingleImage"]], "imgutils.operate.imgcensor.EmojiBasedCensor": [[48, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor.ImageBasedCensor": [[48, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor.SingleImage": [[48, 4, 1, "", "__init__"], [48, 4, 1, "", "find_for_area"], [48, 5, 1, "", "height"], [48, 5, 1, "", "width"]], "imgutils.operate.squeeze": [[50, 1, 1, "", "squeeze"], [50, 1, 1, "", "squeeze_with_transparency"]], "imgutils.pose": [[51, 0, 0, "-", "dwpose"], [52, 0, 0, "-", "format"], [54, 0, 0, "-", "visual"]], "imgutils.pose.dwpose": [[51, 1, 1, "", "dwpose_estimate"]], "imgutils.pose.format": [[52, 3, 1, "", "OP18KeyPointSet"], [52, 2, 1, "", "OP18_BODY_MAX"], [52, 2, 1, "", "OP18_BODY_MIN"], [52, 2, 1, "", "OP18_FACE_MAX"], [52, 2, 1, "", "OP18_FACE_MIN"], [52, 2, 1, "", "OP18_LEFT_FOOT_MAX"], [52, 2, 1, "", "OP18_LEFT_FOOT_MIN"], [52, 2, 1, "", "OP18_LEFT_HAND_MAX"], [52, 2, 1, "", "OP18_LEFT_HAND_MIN"], [52, 2, 1, "", "OP18_RIGHT_FOOT_MAX"], [52, 2, 1, "", "OP18_RIGHT_FOOT_MIN"], [52, 2, 1, "", "OP18_RIGHT_HAND_MAX"], [52, 2, 1, "", "OP18_RIGHT_HAND_MIN"], [52, 6, 1, "", "OpenPose18"]], "imgutils.pose.format.OP18KeyPointSet": [[52, 4, 1, "", "__init__"], [52, 4, 1, "", "__mul__"], [52, 4, 1, "", "__truediv__"], [52, 5, 1, "", "body"], [52, 5, 1, "", "face"], [52, 5, 1, "", "left_foot"], [52, 5, 1, "", "left_hand"], [52, 5, 1, "", "right_foot"], [52, 5, 1, "", "right_hand"]], "imgutils.pose.format.OpenPose18": [[52, 7, 1, "", "LEFT_ANKLE"], [52, 7, 1, "", "LEFT_BIG_TOE"], [52, 7, 1, "", "LEFT_EAR"], [52, 7, 1, "", "LEFT_ELBOW"], [52, 7, 1, "", "LEFT_EYE"], [52, 7, 1, "", "LEFT_HEEL"], [52, 7, 1, "", "LEFT_HIP"], [52, 7, 1, "", "LEFT_KNEE"], [52, 7, 1, "", "LEFT_SHOULDER"], [52, 7, 1, "", "LEFT_SMALL_TOE"], [52, 7, 1, "", "LEFT_WRIST"], [52, 7, 1, "", "NECK"], [52, 7, 1, "", "NOSE"], [52, 7, 1, "", "RIGHT_ANKLE"], [52, 7, 1, "", "RIGHT_BIG_TOE"], [52, 7, 1, "", "RIGHT_EAR"], [52, 7, 1, "", "RIGHT_ELBOW"], [52, 7, 1, "", "RIGHT_EYE"], [52, 7, 1, "", "RIGHT_HEEL"], [52, 7, 1, "", "RIGHT_HIP"], [52, 7, 1, "", "RIGHT_KNEE"], [52, 7, 1, "", "RIGHT_SHOULDER"], [52, 7, 1, "", "RIGHT_SMALL_TOE"], [52, 7, 1, "", "RIGHT_WRIST"]], "imgutils.pose.visual": [[54, 1, 1, "", "op18_visualize"]], "imgutils.preprocess": [[55, 0, 0, "-", "base"], [57, 0, 0, "-", "pillow"], [58, 0, 0, "-", "torchvision"], [59, 0, 0, "-", "transformers"]], "imgutils.preprocess.base": [[55, 3, 1, "", "NotParseTarget"]], "imgutils.preprocess.pillow": [[57, 1, 1, "", "create_pillow_transforms"], [57, 1, 1, "", "parse_pillow_transforms"], [57, 1, 1, "", "register_pillow_parse"], [57, 1, 1, "", "register_pillow_transform"]], "imgutils.preprocess.torchvision": [[58, 1, 1, "", "create_torchvision_transforms"], [58, 1, 1, "", "parse_torchvision_transforms"], [58, 1, 1, "", "register_torchvision_parse"], [58, 1, 1, "", "register_torchvision_transform"]], "imgutils.preprocess.transformers": [[59, 3, 1, "", "NotProcessorTypeError"], [59, 1, 1, "", "convert_to_size_dict"], [59, 1, 1, "", "create_bit_transforms"], [59, 1, 1, "", "create_blip_transforms"], [59, 1, 1, "", "create_clip_transforms"], [59, 1, 1, "", "create_convnext_transforms"], [59, 1, 1, "", "create_mobilenetv2_transforms"], [59, 1, 1, "", "create_siglip_transforms"], [59, 1, 1, "", "create_transforms_from_bit_processor"], [59, 1, 1, "", "create_transforms_from_blip_processor"], [59, 1, 1, "", "create_transforms_from_clip_processor"], [59, 1, 1, "", "create_transforms_from_convnext_processor"], [59, 1, 1, "", "create_transforms_from_mobilenetv2_processor"], [59, 1, 1, "", "create_transforms_from_siglip_processor"], [59, 1, 1, "", "create_transforms_from_transformers"], [59, 1, 1, "", "create_transforms_from_vit_processor"], [59, 1, 1, "", "create_vit_transforms"], [59, 1, 1, "", "get_size_dict"], [59, 1, 1, "", "is_valid_size_dict"], [59, 1, 1, "", "register_creators_for_transformers"]], "imgutils.resource": [[60, 0, 0, "-", "background"]], "imgutils.resource.background": [[60, 3, 1, "", "BackgroundImageSet"], [60, 1, 1, "", "get_bg_image"], [60, 1, 1, "", "get_bg_image_file"], [60, 1, 1, "", "list_bg_image_files"], [60, 1, 1, "", "random_bg_image"], [60, 1, 1, "", "random_bg_image_file"]], "imgutils.resource.background.BackgroundImageSet": [[60, 4, 1, "", "__init__"], [60, 4, 1, "", "get_image"], [60, 4, 1, "", "get_image_file"], [60, 4, 1, "", "list_image_files"], [60, 4, 1, "", "random_image"], [60, 4, 1, "", "random_image_file"]], "imgutils.restore": [[62, 0, 0, "-", "adversarial"], [64, 0, 0, "-", "nafnet"], [65, 0, 0, "-", "scunet"]], "imgutils.restore.adversarial": [[62, 1, 1, "", "remove_adversarial_noise"]], "imgutils.restore.nafnet": [[64, 1, 1, "", "restore_with_nafnet"]], "imgutils.restore.scunet": [[65, 1, 1, "", "restore_with_scunet"]], "imgutils.sd": [[67, 0, 0, "-", "metadata"], [68, 0, 0, "-", "model"], [69, 0, 0, "-", "nai"]], "imgutils.sd.metadata": [[67, 3, 1, "", "SDMetaData"], [67, 1, 1, "", "get_sdmeta_from_image"], [67, 1, 1, "", "parse_sdmeta_from_text"], [67, 1, 1, "", "save_image_with_sdmeta"]], "imgutils.sd.metadata.SDMetaData": [[67, 4, 1, "", "__str__"], [67, 5, 1, "", "pnginfo"], [67, 5, 1, "", "text"]], "imgutils.sd.model": [[68, 1, 1, "", "read_metadata"], [68, 1, 1, "", "save_with_metadata"]], "imgutils.sd.nai": [[69, 3, 1, "", "NAIMetaData"], [69, 3, 1, "", "NAIMetadata"], [69, 1, 1, "", "add_naimeta_to_image"], [69, 1, 1, "", "get_naimeta_from_image"], [69, 1, 1, "", "save_image_with_naimeta"]], "imgutils.sd.nai.NAIMetaData": [[69, 4, 1, "", "__init__"], [69, 5, 1, "", "pnginfo"]], "imgutils.segment": [[71, 0, 0, "-", "isnetis"]], "imgutils.segment.isnetis": [[71, 1, 1, "", "get_isnetis_mask"], [71, 1, 1, "", "segment_rgba_with_isnetis"], [71, 1, 1, "", "segment_with_isnetis"]], "imgutils.tagging": [[72, 0, 0, "-", "blacklist"], [73, 0, 0, "-", "character"], [74, 0, 0, "-", "deepdanbooru"], [75, 0, 0, "-", "deepgelbooru"], [76, 0, 0, "-", "format"], [78, 0, 0, "-", "match"], [79, 0, 0, "-", "mldanbooru"], [80, 0, 0, "-", "order"], [81, 0, 0, "-", "overlap"], [82, 0, 0, "-", "wd14"]], "imgutils.tagging.blacklist": [[72, 1, 1, "", "drop_blacklisted_tags"], [72, 1, 1, "", "is_blacklisted"]], "imgutils.tagging.character": [[73, 2, 1, "", "CHAR_PREFIXES"], [73, 2, 1, "", "CHAR_SUFFIXES"], [73, 2, 1, "", "CHAR_WHITELIST_PREFIX"], [73, 2, 1, "", "CHAR_WHITELIST_SUFFIX"], [73, 2, 1, "", "CHAR_WHITELIST_WORD"], [73, 3, 1, "", "CharacterTagPool"], [73, 1, 1, "", "drop_basic_character_tags"], [73, 1, 1, "", "is_basic_character_tag"]], "imgutils.tagging.character.CharacterTagPool": [[73, 4, 1, "", "__init__"], [73, 4, 1, "", "drop_basic_character_tags"], [73, 4, 1, "", "is_basic_character_tag"]], "imgutils.tagging.deepdanbooru": [[74, 1, 1, "", "get_deepdanbooru_tags"]], "imgutils.tagging.deepgelbooru": [[75, 1, 1, "", "get_deepgelbooru_tags"]], "imgutils.tagging.format": [[76, 1, 1, "", "add_underline"], [76, 1, 1, "", "remove_underline"], [76, 1, 1, "", "tags_to_text"]], "imgutils.tagging.match": [[78, 1, 1, "", "tag_match_full"], [78, 1, 1, "", "tag_match_prefix"], [78, 1, 1, "", "tag_match_suffix"]], "imgutils.tagging.mldanbooru": [[79, 1, 1, "", "get_mldanbooru_tags"]], "imgutils.tagging.order": [[80, 1, 1, "", "sort_tags"]], "imgutils.tagging.overlap": [[81, 1, 1, "", "drop_overlap_tags"]], "imgutils.tagging.wd14": [[82, 1, 1, "", "convert_wd14_emb_to_prediction"], [82, 1, 1, "", "denormalize_wd14_emb"], [82, 1, 1, "", "get_wd14_tags"]], "imgutils.upscale": [[83, 0, 0, "-", "cdc"]], "imgutils.upscale.cdc": [[83, 1, 1, "", "upscale_with_cdc"]], "imgutils.utils": [[85, 0, 0, "-", "cache"], [86, 0, 0, "-", "func"], [88, 0, 0, "-", "onnxruntime"]], "imgutils.utils.cache": [[85, 1, 1, "", "ts_lru_cache"]], "imgutils.utils.func": [[86, 1, 1, "", "sigmoid"]], "imgutils.utils.onnxruntime": [[88, 1, 1, "", "get_onnx_provider"], [88, 1, 1, "", "open_onnx_model"]], "imgutils.validate": [[89, 0, 0, "-", "aicheck"], [90, 0, 0, "-", "bangumi_char"], [91, 0, 0, "-", "classify"], [92, 0, 0, "-", "color"], [93, 0, 0, "-", "completeness"], [94, 0, 0, "-", "dbrating"], [95, 0, 0, "-", "furry"], [97, 0, 0, "-", "monochrome"], [98, 0, 0, "-", "nsfw"], [99, 0, 0, "-", "portrait"], [100, 0, 0, "-", "rating"], [101, 0, 0, "-", "real"], [102, 0, 0, "-", "safe"], [103, 0, 0, "-", "style_age"], [104, 0, 0, "-", "teen"], [105, 0, 0, "-", "truncate"]], "imgutils.validate.aicheck": [[89, 1, 1, "", "get_ai_created_score"], [89, 1, 1, "", "is_ai_created"]], "imgutils.validate.bangumi_char": [[90, 1, 1, "", "anime_bangumi_char"], [90, 1, 1, "", "anime_bangumi_char_score"]], "imgutils.validate.classify": [[91, 1, 1, "", "anime_classify"], [91, 1, 1, "", "anime_classify_score"]], "imgutils.validate.color": [[92, 1, 1, "", "is_greyscale"]], "imgutils.validate.completeness": [[93, 1, 1, "", "anime_completeness"], [93, 1, 1, "", "anime_completeness_score"]], "imgutils.validate.dbrating": [[94, 1, 1, "", "anime_dbrating"], [94, 1, 1, "", "anime_dbrating_score"]], "imgutils.validate.furry": [[95, 1, 1, "", "anime_furry"], [95, 1, 1, "", "anime_furry_score"]], "imgutils.validate.monochrome": [[97, 1, 1, "", "get_monochrome_score"], [97, 1, 1, "", "is_monochrome"]], "imgutils.validate.nsfw": [[98, 1, 1, "", "nsfw_pred"], [98, 1, 1, "", "nsfw_pred_score"]], "imgutils.validate.portrait": [[99, 1, 1, "", "anime_portrait"], [99, 1, 1, "", "anime_portrait_score"]], "imgutils.validate.rating": [[100, 1, 1, "", "anime_rating"], [100, 1, 1, "", "anime_rating_score"]], "imgutils.validate.real": [[101, 1, 1, "", "anime_real"], [101, 1, 1, "", "anime_real_score"]], "imgutils.validate.safe": [[102, 1, 1, "", "safe_check"], [102, 1, 1, "", "safe_check_score"]], "imgutils.validate.style_age": [[103, 1, 1, "", "anime_style_age"], [103, 1, 1, "", "anime_style_age_score"]], "imgutils.validate.teen": [[104, 1, 1, "", "anime_teen"], [104, 1, 1, "", "anime_teen_score"]], "imgutils.validate.truncate": [[105, 1, 1, "", "is_truncated_file"]]}, "objtypes": {"0": "py:module", "1": "py:function", "2": "py:data", "3": "py:class", "4": "py:method", "5": "py:property", "6": "py:enum", "7": "py:attribute"}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "function", "Python function"], "2": ["py", "data", "Python data"], "3": ["py", "class", "Python class"], "4": ["py", "method", "Python method"], "5": ["py", "property", "Python property"], "6": ["py", "enum", "Python enum"], "7": ["py", "attribute", "Python attribute"]}, "titleterms": {"imgutil": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106], "ascii": [0, 1], "draw": 0, "ascii_draw": 0, "config": [2, 3], "meta": 3, "__title__": 3, "__version__": 3, "__description__": 3, "__author__": 3, "__author_email__": 3, "data": [4, 5, 6, 7, 8, 9, 10, 11], "background": [4, 60], "grid_background": 4, "grid_transpar": 4, "blob": 5, "to_blob_url": 5, "load_image_from_blob_url": 5, "is_valid_image_blob_url": 5, "decod": 6, "rgb_decod": 6, "encod": 7, "rgb_encod": 7, "imag": 8, "load_imag": 8, "has_alpha_channel": 8, "layer": 10, "istack": 10, "url": 11, "download_image_from_url": 11, "is_http_url": 11, "detect": [12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24], "booru_yolo": 12, "model": [12, 68], "label": 12, "descript": 12, "avail": 12, "pp": 12, "seri": 12, "AS": 12, "aa": 12, "detect_with_booru_yolo": 12, "censor": 13, "detect_censor": 13, "ey": 14, "detect_ey": 14, "face": 15, "detect_fac": 15, "halfbodi": 16, "detect_halfbodi": 16, "hand": 17, "detect_hand": 17, "head": 18, "detect_head": 18, "nudenet": 20, "detect_with_nudenet": 20, "person": 21, "detect_person": 21, "similar": 22, "calculate_i": 22, "bboxes_similar": 22, "detection_similar": 22, "text": 23, "detect_text": 23, "visual": [24, 54], "detection_visu": 24, "edg": [25, 26, 27, 28], "canni": 25, "get_edge_by_canni": 25, "edge_image_with_canni": 25, "lineart": 27, "get_edge_by_lineart": 27, "edge_image_with_lineart": 27, "lineart_anim": 28, "get_edge_by_lineart_anim": 28, "edge_image_with_lineart_anim": 28, "gener": [29, 30, 31, 32, 33, 34], "classifi": [29, 91], "classifymodel": 29, "classify_predict_scor": 29, "classify_predict": 29, "classify_predict_fmt": 29, "clip": 30, "clipmodel": 30, "clip_image_encod": 30, "clip_text_encod": 30, "clip_predict": 30, "enhanc": 31, "imageenhanc": 31, "siglip": 33, "siglipmodel": 33, "siglip_image_encod": 33, "siglip_text_encod": 33, "siglip_predict": 33, "yolo": 34, "yolomodel": 34, "yolo_predict": 34, "metadata": [35, 36, 37, 67], "geninfo": 35, "read_geninfo_paramet": 35, "read_geninfo_exif": 35, "read_geninfo_gif": 35, "write_geninfo_paramet": 35, "write_geninfo_exif": 35, "write_geninfo_gif": 35, "lsb": 37, "read_lsb_raw_byt": 37, "read_lsb_metadata": 37, "write_lsb_raw_byt": 37, "write_lsb_metadata": 37, "lsbreaderror": 37, "lsbextractor": 37, "imagelsbdataextractor": 37, "serialize_pnginfo": 37, "serialize_json": 37, "inject_data": 37, "metric": [38, 39, 40, 41, 42, 43, 44], "aesthet": 38, "get_aesthetic_scor": 38, "ccip": 39, "ccip_extract_featur": 39, "ccip_batch_extract_featur": 39, "ccip_default_threshold": 39, "ccip_differ": 39, "ccip_sam": 39, "ccip_batch_differ": 39, "ccip_batch_sam": 39, "ccip_default_clustering_param": 39, "ccip_clust": 39, "ccip_merg": 39, "dbaesthet": 40, "anime_dbaesthet": 40, "laplacian": 42, "laplacian_scor": 42, "lpip": 43, "lpips_extract_featur": 43, "lpips_differ": 43, "lpips_clust": 43, "psnr_": 44, "psnr": 44, "ocr": 45, "detect_text_with_ocr": 45, "list_det_model": 45, "list_rec_model": 45, "oper": [46, 47, 48, 49, 50], "align": 46, "align_maxs": 46, "censor_": 47, "censor_area": 47, "censor_nsfw": 47, "basecensor": 47, "colorcensor": 47, "blurcensor": 47, "pixelatecensor": 47, "register_censor_method": 47, "imgcensor": 48, "imagebasedcensor": 48, "emojibasedcensor": 48, "singleimag": 48, "squeez": 50, "squeeze_with_transpar": 50, "pose": [51, 52, 53, 54], "dwpose": 51, "dwpose_estim": 51, "format": [52, 76], "op18keypointset": 52, "openpose18": 52, "op18_body_max": 52, "op18_body_min": 52, "op18_face_max": 52, "op18_face_min": 52, "op18_left_foot_max": 52, "op18_left_foot_min": 52, "op18_left_hand_max": 52, "op18_left_hand_min": 52, "op18_right_foot_max": 52, "op18_right_foot_min": 52, "op18_right_hand_max": 52, "op18_right_hand_min": 52, "op18_visu": 54, "preprocess": [55, 56, 57, 58, 59], "base": 55, "notparsetarget": 55, "pillow": 57, "register_pillow_transform": 57, "register_pillow_pars": 57, "create_pillow_transform": 57, "parse_pillow_transform": 57, "torchvis": 58, "register_torchvision_transform": 58, "register_torchvision_pars": 58, "create_torchvision_transform": 58, "parse_torchvision_transform": 58, "transform": 59, "register_creators_for_transform": 59, "notprocessortypeerror": 59, "create_transforms_from_transform": 59, "is_valid_size_dict": 59, "convert_to_size_dict": 59, "get_size_dict": 59, "create_clip_transform": 59, "create_transforms_from_clip_processor": 59, "create_convnext_transform": 59, "create_transforms_from_convnext_processor": 59, "create_vit_transform": 59, "create_transforms_from_vit_processor": 59, "create_siglip_transform": 59, "create_transforms_from_siglip_processor": 59, "create_bit_transform": 59, "create_transforms_from_bit_processor": 59, "create_blip_transform": 59, "create_transforms_from_blip_processor": 59, "create_mobilenetv2_transform": 59, "create_transforms_from_mobilenetv2_processor": 59, "resourc": [60, 61], "backgroundimageset": 60, "list_bg_image_fil": 60, "get_bg_image_fil": 60, "get_bg_imag": 60, "random_bg_image_fil": 60, "random_bg_imag": 60, "restor": [62, 63, 64, 65], "adversari": 62, "remove_adversarial_nois": 62, "nafnet": 64, "restore_with_nafnet": 64, "scunet": 65, "restore_with_scunet": 65, "sd": [66, 67, 68, 69], "sdmetadata": 67, "parse_sdmeta_from_text": 67, "get_sdmeta_from_imag": 67, "save_image_with_sdmeta": 67, "read_metadata": 68, "save_with_metadata": 68, "nai": 69, "naimetadata": 69, "get_naimeta_from_imag": 69, "add_naimeta_to_imag": 69, "save_image_with_naimeta": 69, "segment": [70, 71], "isneti": 71, "get_isnetis_mask": 71, "segment_with_isneti": 71, "segment_rgba_with_isneti": 71, "tag": [72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82], "blacklist": 72, "is_blacklist": 72, "drop_blacklisted_tag": 72, "charact": 73, "char_whitelist_suffix": 73, "char_whitelist_prefix": 73, "char_whitelist_word": 73, "char_suffix": 73, "char_prefix": 73, "charactertagpool": 73, "is_basic_character_tag": 73, "drop_basic_character_tag": 73, "deepdanbooru": 74, "get_deepdanbooru_tag": 74, "deepgelbooru": 75, "get_deepgelbooru_tag": 75, "add_underlin": 76, "remove_underlin": 76, "tags_to_text": 76, "match": 78, "tag_match_suffix": 78, "tag_match_prefix": 78, "tag_match_ful": 78, "mldanbooru": 79, "get_mldanbooru_tag": 79, "order": 80, "sort_tag": 80, "overlap": 81, "drop_overlap_tag": 81, "wd14": 82, "get_wd14_tag": 82, "convert_wd14_emb_to_predict": 82, "denormalize_wd14_emb": 82, "upscal": [83, 84], "cdc": 83, "upscale_with_cdc": 83, "util": [85, 86, 87, 88], "cach": 85, "ts_lru_cach": 85, "func": 86, "sigmoid": 86, "onnxruntim": 88, "get_onnx_provid": 88, "open_onnx_model": 88, "valid": [89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105], "aicheck": 89, "get_ai_created_scor": 89, "is_ai_cr": 89, "bangumi_char": 90, "anime_bangumi_char_scor": 90, "anime_bangumi_char": 90, "anime_classify_scor": 91, "anime_classifi": 91, "color": 92, "is_greyscal": 92, "complet": 93, "anime_completeness_scor": 93, "anime_complet": 93, "dbrate": 94, "anime_dbrating_scor": 94, "anime_dbr": 94, "furri": 95, "anime_furry_scor": 95, "anime_furri": 95, "monochrom": 97, "get_monochrome_scor": 97, "is_monochrom": 97, "nsfw": 98, "nsfw_pred_scor": 98, "nsfw_pred": 98, "portrait": 99, "anime_portrait_scor": 99, "anime_portrait": 99, "rate": 100, "anime_rating_scor": 100, "anime_r": [100, 101], "real": 101, "anime_real_scor": 101, "safe": 102, "safe_check_scor": 102, "safe_check": 102, "style_ag": 103, "anime_style_age_scor": 103, "anime_style_ag": 103, "teen": 104, "anime_teen_scor": 104, "anime_teen": 104, "truncat": 105, "is_truncated_fil": 105, "welcom": 106, "": 106, "document": 106, "overview": 106, "tutori": 106, "inform": [106, 107, 108], "api": 106, "run": [107, 108], "environ": [107, 108], "instal": 109, "quick": 110, "start": 110}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.viewcode": 1, "sphinx.ext.todo": 2, "nbsphinx": 4, "sphinx": 58}, "alltitles": {"imgutils.ascii.drawing": [[0, "module-imgutils.ascii.drawing"]], "ascii_drawing": [[0, "ascii-drawing"]], "imgutils.ascii": [[1, "module-imgutils.ascii"]], "imgutils.config": [[2, "module-imgutils.config"]], "imgutils.config.meta": [[3, "module-imgutils.config.meta"]], "__TITLE__": [[3, "title"]], "__VERSION__": [[3, "version"]], "__DESCRIPTION__": [[3, "description"]], "__AUTHOR__": [[3, "author"]], "__AUTHOR_EMAIL__": [[3, "author-email"]], "imgutils.data.background": [[4, "module-imgutils.data.background"]], "grid_background": [[4, "grid-background"]], "grid_transparent": [[4, "grid-transparent"]], "imgutils.data.blob": [[5, "module-imgutils.data.blob"]], "to_blob_url": [[5, "to-blob-url"]], "load_image_from_blob_url": [[5, "load-image-from-blob-url"]], "is_valid_image_blob_url": [[5, "is-valid-image-blob-url"]], "imgutils.data.decode": [[6, "module-imgutils.data.decode"]], "rgb_decode": [[6, "rgb-decode"]], "imgutils.data.encode": [[7, "module-imgutils.data.encode"]], "rgb_encode": [[7, "rgb-encode"]], "imgutils.data.image": [[8, "module-imgutils.data.image"]], "load_image": [[8, "load-image"]], "load_images": [[8, "load-images"]], "has_alpha_channel": [[8, "has-alpha-channel"]], "imgutils.data": [[9, "module-imgutils.data"]], "imgutils.data.layer": [[10, "module-imgutils.data.layer"]], "istack": [[10, "istack"]], "imgutils.data.url": [[11, "module-imgutils.data.url"]], "download_image_from_url": [[11, "download-image-from-url"]], "is_http_url": [[11, "is-http-url"]], "imgutils.detect.booru_yolo": [[12, "module-imgutils.detect.booru_yolo"]], "Model Labels and Descriptions": [[12, "id1"]], "Available Models (PP Series)": [[12, "id2"]], "Available Models (AS Series)": [[12, "id3"]], "Available Models (AA Series)": [[12, "id4"]], "detect_with_booru_yolo": [[12, "detect-with-booru-yolo"]], "imgutils.detect.censor": [[13, "module-imgutils.detect.censor"]], "detect_censors": [[13, "detect-censors"]], "imgutils.detect.eye": [[14, "module-imgutils.detect.eye"]], "detect_eyes": [[14, "detect-eyes"]], "imgutils.detect.face": [[15, "module-imgutils.detect.face"]], "detect_faces": [[15, "detect-faces"]], "imgutils.detect.halfbody": [[16, "module-imgutils.detect.halfbody"]], "detect_halfbody": [[16, "detect-halfbody"]], "imgutils.detect.hand": [[17, "module-imgutils.detect.hand"]], "detect_hands": [[17, "detect-hands"]], "imgutils.detect.head": [[18, "module-imgutils.detect.head"]], "detect_heads": [[18, "detect-heads"]], "imgutils.detect": [[19, "module-imgutils.detect"]], "imgutils.detect.nudenet": [[20, "module-imgutils.detect.nudenet"]], "detect_with_nudenet": [[20, "detect-with-nudenet"]], "imgutils.detect.person": [[21, "module-imgutils.detect.person"]], "detect_person": [[21, "detect-person"]], "imgutils.detect.similarity": [[22, "module-imgutils.detect.similarity"]], "calculate_iou": [[22, "calculate-iou"]], "bboxes_similarity": [[22, "bboxes-similarity"]], "detection_similarity": [[22, "detection-similarity"]], "imgutils.detect.text": [[23, "module-imgutils.detect.text"]], "detect_text": [[23, "detect-text"]], "imgutils.detect.visual": [[24, "module-imgutils.detect.visual"]], "detection_visualize": [[24, "detection-visualize"]], "imgutils.edge.canny": [[25, "module-imgutils.edge.canny"]], "get_edge_by_canny": [[25, "get-edge-by-canny"]], "edge_image_with_canny": [[25, "edge-image-with-canny"]], "imgutils.edge": [[26, "module-imgutils.edge"]], "imgutils.edge.lineart": [[27, "module-imgutils.edge.lineart"]], "get_edge_by_lineart": [[27, "get-edge-by-lineart"]], "edge_image_with_lineart": [[27, "edge-image-with-lineart"]], "imgutils.edge.lineart_anime": [[28, "module-imgutils.edge.lineart_anime"]], "get_edge_by_lineart_anime": [[28, "get-edge-by-lineart-anime"]], "edge_image_with_lineart_anime": [[28, "edge-image-with-lineart-anime"]], "imgutils.generic.classify": [[29, "module-imgutils.generic.classify"]], "ClassifyModel": [[29, "classifymodel"]], "classify_predict_score": [[29, "classify-predict-score"]], "classify_predict": [[29, "classify-predict"]], "classify_predict_fmt": [[29, "classify-predict-fmt"]], "imgutils.generic.clip": [[30, "module-imgutils.generic.clip"]], "CLIPModel": [[30, "clipmodel"]], "clip_image_encode": [[30, "clip-image-encode"]], "clip_text_encode": [[30, "clip-text-encode"]], "clip_predict": [[30, "clip-predict"]], "imgutils.generic.enhance": [[31, "module-imgutils.generic.enhance"]], "ImageEnhancer": [[31, "imageenhancer"]], "imgutils.generic": [[32, "module-imgutils.generic"]], "imgutils.generic.siglip": [[33, "module-imgutils.generic.siglip"]], "SigLIPModel": [[33, "siglipmodel"]], "siglip_image_encode": [[33, "siglip-image-encode"]], "siglip_text_encode": [[33, "siglip-text-encode"]], "siglip_predict": [[33, "siglip-predict"]], "imgutils.generic.yolo": [[34, "module-imgutils.generic.yolo"]], "YOLOModel": [[34, "yolomodel"]], "yolo_predict": [[34, "yolo-predict"]], "imgutils.metadata.geninfo": [[35, "module-imgutils.metadata.geninfo"]], "read_geninfo_parameters": [[35, "read-geninfo-parameters"]], "read_geninfo_exif": [[35, "read-geninfo-exif"]], "read_geninfo_gif": [[35, "read-geninfo-gif"]], "write_geninfo_parameters": [[35, "write-geninfo-parameters"]], "write_geninfo_exif": [[35, "write-geninfo-exif"]], "write_geninfo_gif": [[35, "write-geninfo-gif"]], "imgutils.metadata": [[36, "module-imgutils.metadata"]], "imgutils.metadata.lsb": [[37, "module-imgutils.metadata.lsb"]], "read_lsb_raw_bytes": [[37, "read-lsb-raw-bytes"]], "read_lsb_metadata": [[37, "read-lsb-metadata"]], "write_lsb_raw_bytes": [[37, "write-lsb-raw-bytes"]], "write_lsb_metadata": [[37, "write-lsb-metadata"]], "LSBReadError": [[37, "lsbreaderror"]], "LSBExtractor": [[37, "lsbextractor"]], "ImageLsbDataExtractor": [[37, "imagelsbdataextractor"]], "serialize_pnginfo": [[37, "serialize-pnginfo"]], "serialize_json": [[37, "serialize-json"]], "inject_data": [[37, "inject-data"]], "imgutils.metrics.aesthetic": [[38, "module-imgutils.metrics.aesthetic"]], "get_aesthetic_score": [[38, "get-aesthetic-score"]], "imgutils.metrics.ccip": [[39, "module-imgutils.metrics.ccip"]], "ccip_extract_feature": [[39, "ccip-extract-feature"]], "ccip_batch_extract_features": [[39, "ccip-batch-extract-features"]], "ccip_default_threshold": [[39, "ccip-default-threshold"]], "ccip_difference": [[39, "ccip-difference"]], "ccip_same": [[39, "ccip-same"]], "ccip_batch_differences": [[39, "ccip-batch-differences"]], "ccip_batch_same": [[39, "ccip-batch-same"]], "ccip_default_clustering_params": [[39, "ccip-default-clustering-params"]], "ccip_clustering": [[39, "ccip-clustering"]], "ccip_merge": [[39, "ccip-merge"]], "imgutils.metrics.dbaesthetic": [[40, "module-imgutils.metrics.dbaesthetic"]], "anime_dbaesthetic": [[40, "anime-dbaesthetic"]], "imgutils.metrics": [[41, "module-imgutils.metrics"]], "imgutils.metrics.laplacian": [[42, "module-imgutils.metrics.laplacian"]], "laplacian_score": [[42, "laplacian-score"]], "imgutils.metrics.lpips": [[43, "module-imgutils.metrics.lpips"]], "lpips_extract_feature": [[43, "lpips-extract-feature"]], "lpips_difference": [[43, "lpips-difference"]], "lpips_clustering": [[43, "lpips-clustering"]], "imgutils.metrics.psnr_": [[44, "module-imgutils.metrics.psnr_"]], "psnr": [[44, "id1"]], "imgutils.ocr": [[45, "module-imgutils.ocr"]], "detect_text_with_ocr": [[45, "detect-text-with-ocr"]], "ocr": [[45, "ocr"]], "list_det_models": [[45, "list-det-models"]], "list_rec_models": [[45, "list-rec-models"]], "imgutils.operate.align": [[46, "module-imgutils.operate.align"]], "align_maxsize": [[46, "align-maxsize"]], "imgutils.operate.censor_": [[47, "module-imgutils.operate.censor_"]], "censor_areas": [[47, "censor-areas"]], "censor_nsfw": [[47, "censor-nsfw"]], "BaseCensor": [[47, "basecensor"]], "ColorCensor": [[47, "colorcensor"]], "BlurCensor": [[47, "blurcensor"]], "PixelateCensor": [[47, "pixelatecensor"]], "register_censor_method": [[47, "register-censor-method"]], "imgutils.operate.imgcensor": [[48, "module-imgutils.operate.imgcensor"]], "ImageBasedCensor": [[48, "imagebasedcensor"]], "EmojiBasedCensor": [[48, "emojibasedcensor"]], "SingleImage": [[48, "singleimage"]], "imgutils.operate": [[49, "module-imgutils.operate"]], "imgutils.operate.squeeze": [[50, "module-imgutils.operate.squeeze"]], "squeeze": [[50, "squeeze"]], "squeeze_with_transparency": [[50, "squeeze-with-transparency"]], "imgutils.pose.dwpose": [[51, "module-imgutils.pose.dwpose"]], "dwpose_estimate": [[51, "dwpose-estimate"]], "imgutils.pose.format": [[52, "module-imgutils.pose.format"]], "OP18KeyPointSet": [[52, "op18keypointset"]], "OpenPose18": [[52, "openpose18"]], "OP18_BODY_MAX": [[52, "op18-body-max"]], "OP18_BODY_MIN": [[52, "op18-body-min"]], "OP18_FACE_MAX": [[52, "op18-face-max"]], "OP18_FACE_MIN": [[52, "op18-face-min"]], "OP18_LEFT_FOOT_MAX": [[52, "op18-left-foot-max"]], "OP18_LEFT_FOOT_MIN": [[52, "op18-left-foot-min"]], "OP18_LEFT_HAND_MAX": [[52, "op18-left-hand-max"]], "OP18_LEFT_HAND_MIN": [[52, "op18-left-hand-min"]], "OP18_RIGHT_FOOT_MAX": [[52, "op18-right-foot-max"]], "OP18_RIGHT_FOOT_MIN": [[52, "op18-right-foot-min"]], "OP18_RIGHT_HAND_MAX": [[52, "op18-right-hand-max"]], "OP18_RIGHT_HAND_MIN": [[52, "op18-right-hand-min"]], "imgutils.pose": [[53, "module-imgutils.pose"]], "imgutils.pose.visual": [[54, "module-imgutils.pose.visual"]], "op18_visualize": [[54, "op18-visualize"]], "imgutils.preprocess.base": [[55, "module-imgutils.preprocess.base"]], "NotParseTarget": [[55, "notparsetarget"]], "imgutils.preprocess": [[56, "module-imgutils.preprocess"]], "imgutils.preprocess.pillow": [[57, "module-imgutils.preprocess.pillow"]], "register_pillow_transform": [[57, "register-pillow-transform"]], "register_pillow_parse": [[57, "register-pillow-parse"]], "create_pillow_transforms": [[57, "create-pillow-transforms"]], "parse_pillow_transforms": [[57, "parse-pillow-transforms"]], "imgutils.preprocess.torchvision": [[58, "module-imgutils.preprocess.torchvision"]], "register_torchvision_transform": [[58, "register-torchvision-transform"]], "register_torchvision_parse": [[58, "register-torchvision-parse"]], "create_torchvision_transforms": [[58, "create-torchvision-transforms"]], "parse_torchvision_transforms": [[58, "parse-torchvision-transforms"]], "imgutils.preprocess.transformers": [[59, "module-imgutils.preprocess.transformers"]], "register_creators_for_transformers": [[59, "register-creators-for-transformers"]], "NotProcessorTypeError": [[59, "notprocessortypeerror"]], "create_transforms_from_transformers": [[59, "create-transforms-from-transformers"]], "is_valid_size_dict": [[59, "is-valid-size-dict"]], "convert_to_size_dict": [[59, "convert-to-size-dict"]], "get_size_dict": [[59, "get-size-dict"]], "create_clip_transforms": [[59, "create-clip-transforms"]], "create_transforms_from_clip_processor": [[59, "create-transforms-from-clip-processor"]], "create_convnext_transforms": [[59, "create-convnext-transforms"]], "create_transforms_from_convnext_processor": [[59, "create-transforms-from-convnext-processor"]], "create_vit_transforms": [[59, "create-vit-transforms"]], "create_transforms_from_vit_processor": [[59, "create-transforms-from-vit-processor"]], "create_siglip_transforms": [[59, "create-siglip-transforms"]], "create_transforms_from_siglip_processor": [[59, "create-transforms-from-siglip-processor"]], "create_bit_transforms": [[59, "create-bit-transforms"]], "create_transforms_from_bit_processor": [[59, "create-transforms-from-bit-processor"]], "create_blip_transforms": [[59, "create-blip-transforms"]], "create_transforms_from_blip_processor": [[59, "create-transforms-from-blip-processor"]], "create_mobilenetv2_transforms": [[59, "create-mobilenetv2-transforms"]], "create_transforms_from_mobilenetv2_processor": [[59, "create-transforms-from-mobilenetv2-processor"]], "imgutils.resource.background": [[60, "module-imgutils.resource.background"]], "BackgroundImageSet": [[60, "backgroundimageset"]], "list_bg_image_files": [[60, "list-bg-image-files"]], "get_bg_image_file": [[60, "get-bg-image-file"]], "get_bg_image": [[60, "get-bg-image"]], "random_bg_image_file": [[60, "random-bg-image-file"]], "random_bg_image": [[60, "random-bg-image"]], "imgutils.resource": [[61, "module-imgutils.resource"]], "imgutils.restore.adversarial": [[62, "module-imgutils.restore.adversarial"]], "remove_adversarial_noise": [[62, "remove-adversarial-noise"]], "imgutils.restore": [[63, "module-imgutils.restore"]], "imgutils.restore.nafnet": [[64, "module-imgutils.restore.nafnet"]], "restore_with_nafnet": [[64, "restore-with-nafnet"]], "imgutils.restore.scunet": [[65, "module-imgutils.restore.scunet"]], "restore_with_scunet": [[65, "restore-with-scunet"]], "imgutils.sd": [[66, "module-imgutils.sd"]], "imgutils.sd.metadata": [[67, "module-imgutils.sd.metadata"]], "SDMetaData": [[67, "sdmetadata"]], "parse_sdmeta_from_text": [[67, "parse-sdmeta-from-text"]], "get_sdmeta_from_image": [[67, "get-sdmeta-from-image"]], "save_image_with_sdmeta": [[67, "save-image-with-sdmeta"]], "imgutils.sd.model": [[68, "module-imgutils.sd.model"]], "read_metadata": [[68, "read-metadata"]], "save_with_metadata": [[68, "save-with-metadata"]], "imgutils.sd.nai": [[69, "module-imgutils.sd.nai"]], "NAIMetaData": [[69, "naimetadata"]], "NAIMetadata": [[69, "id1"]], "get_naimeta_from_image": [[69, "get-naimeta-from-image"]], "add_naimeta_to_image": [[69, "add-naimeta-to-image"]], "save_image_with_naimeta": [[69, "save-image-with-naimeta"]], "imgutils.segment": [[70, "module-imgutils.segment"]], "imgutils.segment.isnetis": [[71, "module-imgutils.segment.isnetis"]], "get_isnetis_mask": [[71, "get-isnetis-mask"]], "segment_with_isnetis": [[71, "segment-with-isnetis"]], "segment_rgba_with_isnetis": [[71, "segment-rgba-with-isnetis"]], "imgutils.tagging.blacklist": [[72, "module-imgutils.tagging.blacklist"]], "is_blacklisted": [[72, "is-blacklisted"]], "drop_blacklisted_tags": [[72, "drop-blacklisted-tags"]], "imgutils.tagging.character": [[73, "module-imgutils.tagging.character"]], "CHAR_WHITELIST_SUFFIX": [[73, "char-whitelist-suffix"]], "CHAR_WHITELIST_PREFIX": [[73, "char-whitelist-prefix"]], "CHAR_WHITELIST_WORD": [[73, "char-whitelist-word"]], "CHAR_SUFFIXES": [[73, "char-suffixes"]], "CHAR_PREFIXES": [[73, "char-prefixes"]], "CharacterTagPool": [[73, "charactertagpool"]], "is_basic_character_tag": [[73, "is-basic-character-tag"]], "drop_basic_character_tags": [[73, "drop-basic-character-tags"]], "imgutils.tagging.deepdanbooru": [[74, "module-imgutils.tagging.deepdanbooru"]], "get_deepdanbooru_tags": [[74, "get-deepdanbooru-tags"]], "imgutils.tagging.deepgelbooru": [[75, "module-imgutils.tagging.deepgelbooru"]], "get_deepgelbooru_tags": [[75, "get-deepgelbooru-tags"]], "imgutils.tagging.format": [[76, "module-imgutils.tagging.format"]], "add_underline": [[76, "add-underline"]], "remove_underline": [[76, "remove-underline"]], "tags_to_text": [[76, "tags-to-text"]], "imgutils.tagging": [[77, "module-imgutils.tagging"]], "imgutils.tagging.match": [[78, "module-imgutils.tagging.match"]], "tag_match_suffix": [[78, "tag-match-suffix"]], "tag_match_prefix": [[78, "tag-match-prefix"]], "tag_match_full": [[78, "tag-match-full"]], "imgutils.tagging.mldanbooru": [[79, "module-imgutils.tagging.mldanbooru"]], "get_mldanbooru_tags": [[79, "get-mldanbooru-tags"]], "imgutils.tagging.order": [[80, "module-imgutils.tagging.order"]], "sort_tags": [[80, "sort-tags"]], "imgutils.tagging.overlap": [[81, "module-imgutils.tagging.overlap"]], "drop_overlap_tags": [[81, "drop-overlap-tags"]], "imgutils.tagging.wd14": [[82, "module-imgutils.tagging.wd14"]], "get_wd14_tags": [[82, "get-wd14-tags"]], "convert_wd14_emb_to_prediction": [[82, "convert-wd14-emb-to-prediction"]], "denormalize_wd14_emb": [[82, "denormalize-wd14-emb"]], "imgutils.upscale.cdc": [[83, "module-imgutils.upscale.cdc"]], "upscale_with_cdc": [[83, "upscale-with-cdc"]], "imgutils.upscale": [[84, "module-imgutils.upscale"]], "imgutils.utils.cache": [[85, "module-imgutils.utils.cache"]], "ts_lru_cache": [[85, "ts-lru-cache"]], "imgutils.utils.func": [[86, "module-imgutils.utils.func"]], "sigmoid": [[86, "sigmoid"]], "imgutils.utils": [[87, "module-imgutils.utils"]], "imgutils.utils.onnxruntime": [[88, "module-imgutils.utils.onnxruntime"]], "get_onnx_provider": [[88, "get-onnx-provider"]], "open_onnx_model": [[88, "open-onnx-model"]], "imgutils.validate.aicheck": [[89, "module-imgutils.validate.aicheck"]], "get_ai_created_score": [[89, "get-ai-created-score"]], "is_ai_created": [[89, "is-ai-created"]], "imgutils.validate.bangumi_char": [[90, "module-imgutils.validate.bangumi_char"]], "anime_bangumi_char_score": [[90, "anime-bangumi-char-score"]], "anime_bangumi_char": [[90, "anime-bangumi-char"]], "imgutils.validate.classify": [[91, "module-imgutils.validate.classify"]], "anime_classify_score": [[91, "anime-classify-score"]], "anime_classify": [[91, "anime-classify"]], "imgutils.validate.color": [[92, "module-imgutils.validate.color"]], "is_greyscale": [[92, "is-greyscale"]], "imgutils.validate.completeness": [[93, "module-imgutils.validate.completeness"]], "anime_completeness_score": [[93, "anime-completeness-score"]], "anime_completeness": [[93, "anime-completeness"]], "imgutils.validate.dbrating": [[94, "module-imgutils.validate.dbrating"]], "anime_dbrating_score": [[94, "anime-dbrating-score"]], "anime_dbrating": [[94, "anime-dbrating"]], "imgutils.validate.furry": [[95, "module-imgutils.validate.furry"]], "anime_furry_score": [[95, "anime-furry-score"]], "anime_furry": [[95, "anime-furry"]], "imgutils.validate": [[96, "module-imgutils.validate"]], "imgutils.validate.monochrome": [[97, "module-imgutils.validate.monochrome"]], "get_monochrome_score": [[97, "get-monochrome-score"]], "is_monochrome": [[97, "is-monochrome"]], "imgutils.validate.nsfw": [[98, "module-imgutils.validate.nsfw"]], "nsfw_pred_score": [[98, "nsfw-pred-score"]], "nsfw_pred": [[98, "nsfw-pred"]], "imgutils.validate.portrait": [[99, "module-imgutils.validate.portrait"]], "anime_portrait_score": [[99, "anime-portrait-score"]], "anime_portrait": [[99, "anime-portrait"]], "imgutils.validate.rating": [[100, "module-imgutils.validate.rating"]], "anime_rating_score": [[100, "anime-rating-score"]], "anime_rating": [[100, "anime-rating"]], "imgutils.validate.real": [[101, "module-imgutils.validate.real"]], "anime_real_score": [[101, "anime-real-score"]], "anime_real": [[101, "anime-real"]], "imgutils.validate.safe": [[102, "module-imgutils.validate.safe"]], "safe_check_score": [[102, "safe-check-score"]], "safe_check": [[102, "safe-check"]], "imgutils.validate.style_age": [[103, "module-imgutils.validate.style_age"]], "anime_style_age_score": [[103, "anime-style-age-score"]], "anime_style_age": [[103, "anime-style-age"]], "imgutils.validate.teen": [[104, "module-imgutils.validate.teen"]], "anime_teen_score": [[104, "anime-teen-score"]], "anime_teen": [[104, "anime-teen"]], "imgutils.validate.truncate": [[105, "module-imgutils.validate.truncate"]], "is_truncated_file": [[105, "is-truncated-file"]], "Welcome to imgutils\u2019s Documentation": [[106, "welcome-to-imgutils-s-documentation"]], "Overview": [[106, "overview"]], "Tutorials": [[106, null]], "Information": [[106, null]], "API Documentation": [[106, null]], "Run Environment Information": [[107, "Run-Environment-Information"], [108, "Run-Environment-Information"]], "Installation": [[109, "installation"]], "Quick Start": [[110, "quick-start"]]}, "indexentries": {"ascii_drawing() (in module imgutils.ascii.drawing)": [[0, "imgutils.ascii.drawing.ascii_drawing"]], "imgutils.ascii.drawing": [[0, "module-imgutils.ascii.drawing"]], "module": [[0, "module-imgutils.ascii.drawing"], [1, "module-imgutils.ascii"], [2, "module-imgutils.config"], [3, "module-imgutils.config.meta"], [4, "module-imgutils.data.background"], [5, "module-imgutils.data.blob"], [6, "module-imgutils.data.decode"], [7, "module-imgutils.data.encode"], [8, "module-imgutils.data.image"], [9, "module-imgutils.data"], [10, "module-imgutils.data.layer"], [11, "module-imgutils.data.url"], [12, "module-imgutils.detect.booru_yolo"], [13, "module-imgutils.detect.censor"], [14, "module-imgutils.detect.eye"], [15, "module-imgutils.detect.face"], [16, "module-imgutils.detect.halfbody"], [17, "module-imgutils.detect.hand"], [18, "module-imgutils.detect.head"], [19, "module-imgutils.detect"], [20, "module-imgutils.detect.nudenet"], [21, "module-imgutils.detect.person"], [22, "module-imgutils.detect.similarity"], [23, "module-imgutils.detect.text"], [24, "module-imgutils.detect.visual"], [25, "module-imgutils.edge.canny"], [26, "module-imgutils.edge"], [27, "module-imgutils.edge.lineart"], [28, "module-imgutils.edge.lineart_anime"], [29, "module-imgutils.generic.classify"], [30, "module-imgutils.generic.clip"], [31, "module-imgutils.generic.enhance"], [32, "module-imgutils.generic"], [33, "module-imgutils.generic.siglip"], [34, "module-imgutils.generic.yolo"], [35, "module-imgutils.metadata.geninfo"], [36, "module-imgutils.metadata"], [37, "module-imgutils.metadata.lsb"], [38, "module-imgutils.metrics.aesthetic"], [39, "module-imgutils.metrics.ccip"], [40, "module-imgutils.metrics.dbaesthetic"], [41, "module-imgutils.metrics"], [42, "module-imgutils.metrics.laplacian"], [43, "module-imgutils.metrics.lpips"], [44, "module-imgutils.metrics.psnr_"], [45, "module-imgutils.ocr"], [46, "module-imgutils.operate.align"], [47, "module-imgutils.operate.censor_"], [48, "module-imgutils.operate.imgcensor"], [49, "module-imgutils.operate"], [50, "module-imgutils.operate.squeeze"], [51, "module-imgutils.pose.dwpose"], [52, "module-imgutils.pose.format"], [53, "module-imgutils.pose"], [54, "module-imgutils.pose.visual"], [55, "module-imgutils.preprocess.base"], [56, "module-imgutils.preprocess"], [57, "module-imgutils.preprocess.pillow"], [58, "module-imgutils.preprocess.torchvision"], [59, "module-imgutils.preprocess.transformers"], [60, "module-imgutils.resource.background"], [61, "module-imgutils.resource"], [62, "module-imgutils.restore.adversarial"], [63, "module-imgutils.restore"], [64, "module-imgutils.restore.nafnet"], [65, "module-imgutils.restore.scunet"], [66, "module-imgutils.sd"], [67, "module-imgutils.sd.metadata"], [68, "module-imgutils.sd.model"], [69, "module-imgutils.sd.nai"], [70, "module-imgutils.segment"], [71, "module-imgutils.segment.isnetis"], [72, "module-imgutils.tagging.blacklist"], [73, "module-imgutils.tagging.character"], [74, "module-imgutils.tagging.deepdanbooru"], [75, "module-imgutils.tagging.deepgelbooru"], [76, "module-imgutils.tagging.format"], [77, "module-imgutils.tagging"], [78, "module-imgutils.tagging.match"], [79, "module-imgutils.tagging.mldanbooru"], [80, "module-imgutils.tagging.order"], [81, "module-imgutils.tagging.overlap"], [82, "module-imgutils.tagging.wd14"], [83, "module-imgutils.upscale.cdc"], [84, "module-imgutils.upscale"], [85, "module-imgutils.utils.cache"], [86, "module-imgutils.utils.func"], [87, "module-imgutils.utils"], [88, "module-imgutils.utils.onnxruntime"], [89, "module-imgutils.validate.aicheck"], [90, "module-imgutils.validate.bangumi_char"], [91, "module-imgutils.validate.classify"], [92, "module-imgutils.validate.color"], [93, "module-imgutils.validate.completeness"], [94, "module-imgutils.validate.dbrating"], [95, "module-imgutils.validate.furry"], [96, "module-imgutils.validate"], [97, "module-imgutils.validate.monochrome"], [98, "module-imgutils.validate.nsfw"], [99, "module-imgutils.validate.portrait"], [100, "module-imgutils.validate.rating"], [101, "module-imgutils.validate.real"], [102, "module-imgutils.validate.safe"], [103, "module-imgutils.validate.style_age"], [104, "module-imgutils.validate.teen"], [105, "module-imgutils.validate.truncate"]], "imgutils.ascii": [[1, "module-imgutils.ascii"]], "imgutils.config": [[2, "module-imgutils.config"]], "__author_email__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__AUTHOR_EMAIL__"]], "__author__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__AUTHOR__"]], "__description__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__DESCRIPTION__"]], "__title__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__TITLE__"]], "__version__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__VERSION__"]], "imgutils.config.meta": [[3, "module-imgutils.config.meta"]], "grid_background() (in module imgutils.data.background)": [[4, "imgutils.data.background.grid_background"]], "grid_transparent() (in module imgutils.data.background)": [[4, "imgutils.data.background.grid_transparent"]], "imgutils.data.background": [[4, "module-imgutils.data.background"]], "imgutils.data.blob": [[5, "module-imgutils.data.blob"]], "is_valid_image_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.is_valid_image_blob_url"]], "load_image_from_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.load_image_from_blob_url"]], "to_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.to_blob_url"]], "imgutils.data.decode": [[6, "module-imgutils.data.decode"]], "rgb_decode() (in module imgutils.data.decode)": [[6, "imgutils.data.decode.rgb_decode"]], "imgutils.data.encode": [[7, "module-imgutils.data.encode"]], "rgb_encode() (in module imgutils.data.encode)": [[7, "imgutils.data.encode.rgb_encode"]], "has_alpha_channel() (in module imgutils.data.image)": [[8, "imgutils.data.image.has_alpha_channel"]], "imgutils.data.image": [[8, "module-imgutils.data.image"]], "load_image() (in module imgutils.data.image)": [[8, "imgutils.data.image.load_image"]], "load_images() (in module imgutils.data.image)": [[8, "imgutils.data.image.load_images"]], "imgutils.data": [[9, "module-imgutils.data"]], "imgutils.data.layer": [[10, "module-imgutils.data.layer"]], "istack() (in module imgutils.data.layer)": [[10, "imgutils.data.layer.istack"]], "download_image_from_url() (in module imgutils.data.url)": [[11, "imgutils.data.url.download_image_from_url"]], "imgutils.data.url": [[11, "module-imgutils.data.url"]], "is_http_url() (in module imgutils.data.url)": [[11, "imgutils.data.url.is_http_url"]], "detect_with_booru_yolo() (in module imgutils.detect.booru_yolo)": [[12, "imgutils.detect.booru_yolo.detect_with_booru_yolo"]], "imgutils.detect.booru_yolo": [[12, "module-imgutils.detect.booru_yolo"]], "detect_censors() (in module imgutils.detect.censor)": [[13, "imgutils.detect.censor.detect_censors"]], "imgutils.detect.censor": [[13, "module-imgutils.detect.censor"]], "detect_eyes() (in module imgutils.detect.eye)": [[14, "imgutils.detect.eye.detect_eyes"]], "imgutils.detect.eye": [[14, "module-imgutils.detect.eye"]], "detect_faces() (in module imgutils.detect.face)": [[15, "imgutils.detect.face.detect_faces"]], "imgutils.detect.face": [[15, "module-imgutils.detect.face"]], "detect_halfbody() (in module imgutils.detect.halfbody)": [[16, "imgutils.detect.halfbody.detect_halfbody"]], "imgutils.detect.halfbody": [[16, "module-imgutils.detect.halfbody"]], "detect_hands() (in module imgutils.detect.hand)": [[17, "imgutils.detect.hand.detect_hands"]], "imgutils.detect.hand": [[17, "module-imgutils.detect.hand"]], "detect_heads() (in module imgutils.detect.head)": [[18, "imgutils.detect.head.detect_heads"]], "imgutils.detect.head": [[18, "module-imgutils.detect.head"]], "imgutils.detect": [[19, "module-imgutils.detect"]], "detect_with_nudenet() (in module imgutils.detect.nudenet)": [[20, "imgutils.detect.nudenet.detect_with_nudenet"]], "imgutils.detect.nudenet": [[20, "module-imgutils.detect.nudenet"]], "detect_person() (in module imgutils.detect.person)": [[21, "imgutils.detect.person.detect_person"]], "imgutils.detect.person": [[21, "module-imgutils.detect.person"]], "bboxes_similarity() (in module imgutils.detect.similarity)": [[22, "imgutils.detect.similarity.bboxes_similarity"]], "calculate_iou() (in module imgutils.detect.similarity)": [[22, "imgutils.detect.similarity.calculate_iou"]], "detection_similarity() (in module imgutils.detect.similarity)": [[22, "imgutils.detect.similarity.detection_similarity"]], "imgutils.detect.similarity": [[22, "module-imgutils.detect.similarity"]], "detect_text() (in module imgutils.detect.text)": [[23, "imgutils.detect.text.detect_text"]], "imgutils.detect.text": [[23, "module-imgutils.detect.text"]], "detection_visualize() (in module imgutils.detect.visual)": [[24, "imgutils.detect.visual.detection_visualize"]], "imgutils.detect.visual": [[24, "module-imgutils.detect.visual"]], "edge_image_with_canny() (in module imgutils.edge.canny)": [[25, "imgutils.edge.canny.edge_image_with_canny"]], "get_edge_by_canny() (in module imgutils.edge.canny)": [[25, "imgutils.edge.canny.get_edge_by_canny"]], "imgutils.edge.canny": [[25, "module-imgutils.edge.canny"]], "imgutils.edge": [[26, "module-imgutils.edge"]], "edge_image_with_lineart() (in module imgutils.edge.lineart)": [[27, "imgutils.edge.lineart.edge_image_with_lineart"]], "get_edge_by_lineart() (in module imgutils.edge.lineart)": [[27, "imgutils.edge.lineart.get_edge_by_lineart"]], "imgutils.edge.lineart": [[27, "module-imgutils.edge.lineart"]], "edge_image_with_lineart_anime() (in module imgutils.edge.lineart_anime)": [[28, "imgutils.edge.lineart_anime.edge_image_with_lineart_anime"]], "get_edge_by_lineart_anime() (in module imgutils.edge.lineart_anime)": [[28, "imgutils.edge.lineart_anime.get_edge_by_lineart_anime"]], "imgutils.edge.lineart_anime": [[28, "module-imgutils.edge.lineart_anime"]], "classifymodel (class in imgutils.generic.classify)": [[29, "imgutils.generic.classify.ClassifyModel"]], "__init__() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.__init__"]], "classify_predict() (in module imgutils.generic.classify)": [[29, "imgutils.generic.classify.classify_predict"]], "classify_predict_fmt() (in module imgutils.generic.classify)": [[29, "imgutils.generic.classify.classify_predict_fmt"]], "classify_predict_score() (in module imgutils.generic.classify)": [[29, "imgutils.generic.classify.classify_predict_score"]], "clear() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.clear"]], "imgutils.generic.classify": [[29, "module-imgutils.generic.classify"]], "launch_demo() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.launch_demo"]], "make_ui() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.make_ui"]], "predict() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.predict"]], "predict_fmt() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.predict_fmt"]], "predict_score() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.predict_score"]], "clipmodel (class in imgutils.generic.clip)": [[30, "imgutils.generic.clip.CLIPModel"]], "__init__() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.__init__"]], "clear() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.clear"]], "clip_image_encode() (in module imgutils.generic.clip)": [[30, "imgutils.generic.clip.clip_image_encode"]], "clip_predict() (in module imgutils.generic.clip)": [[30, "imgutils.generic.clip.clip_predict"]], "clip_text_encode() (in module imgutils.generic.clip)": [[30, "imgutils.generic.clip.clip_text_encode"]], "image_encode() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.image_encode"]], "imgutils.generic.clip": [[30, "module-imgutils.generic.clip"]], "launch_demo() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.launch_demo"]], "make_ui() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.make_ui"]], "predict() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.predict"]], "text_encode() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.text_encode"]], "imageenhancer (class in imgutils.generic.enhance)": [[31, "imgutils.generic.enhance.ImageEnhancer"]], "__init__() (imgutils.generic.enhance.imageenhancer method)": [[31, "imgutils.generic.enhance.ImageEnhancer.__init__"]], "imgutils.generic.enhance": [[31, "module-imgutils.generic.enhance"]], "process() (imgutils.generic.enhance.imageenhancer method)": [[31, "imgutils.generic.enhance.ImageEnhancer.process"]], "imgutils.generic": [[32, "module-imgutils.generic"]], "siglipmodel (class in imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.SigLIPModel"]], "__init__() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.__init__"]], "clear() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.clear"]], "image_encode() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.image_encode"]], "imgutils.generic.siglip": [[33, "module-imgutils.generic.siglip"]], "launch_demo() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.launch_demo"]], "make_ui() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.make_ui"]], "predict() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.predict"]], "siglip_image_encode() (in module imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.siglip_image_encode"]], "siglip_predict() (in module imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.siglip_predict"]], "siglip_text_encode() (in module imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.siglip_text_encode"]], "text_encode() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.text_encode"]], "yolomodel (class in imgutils.generic.yolo)": [[34, "imgutils.generic.yolo.YOLOModel"]], "__init__() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.__init__"]], "clear() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.clear"]], "imgutils.generic.yolo": [[34, "module-imgutils.generic.yolo"]], "launch_demo() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.launch_demo"]], "make_ui() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.make_ui"]], "predict() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.predict"]], "yolo_predict() (in module imgutils.generic.yolo)": [[34, "imgutils.generic.yolo.yolo_predict"]], "imgutils.metadata.geninfo": [[35, "module-imgutils.metadata.geninfo"]], "read_geninfo_exif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.read_geninfo_exif"]], "read_geninfo_gif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.read_geninfo_gif"]], "read_geninfo_parameters() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.read_geninfo_parameters"]], "write_geninfo_exif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.write_geninfo_exif"]], "write_geninfo_gif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.write_geninfo_gif"]], "write_geninfo_parameters() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.write_geninfo_parameters"]], "imgutils.metadata": [[36, "module-imgutils.metadata"]], "imagelsbdataextractor (class in imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.ImageLsbDataExtractor"]], "lsbextractor (class in imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.LSBExtractor"]], "lsbreaderror (class in imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.LSBReadError"]], "__init__() (imgutils.metadata.lsb.imagelsbdataextractor method)": [[37, "imgutils.metadata.lsb.ImageLsbDataExtractor.__init__"]], "__init__() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.__init__"]], "extract_data() (imgutils.metadata.lsb.imagelsbdataextractor method)": [[37, "imgutils.metadata.lsb.ImageLsbDataExtractor.extract_data"]], "get_next_n_bytes() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.get_next_n_bytes"]], "get_one_byte() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.get_one_byte"]], "imgutils.metadata.lsb": [[37, "module-imgutils.metadata.lsb"]], "inject_data() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.inject_data"]], "read_32bit_integer() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.read_32bit_integer"]], "read_lsb_metadata() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.read_lsb_metadata"]], "read_lsb_raw_bytes() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.read_lsb_raw_bytes"]], "serialize_json() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.serialize_json"]], "serialize_pnginfo() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.serialize_pnginfo"]], "write_lsb_metadata() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.write_lsb_metadata"]], "write_lsb_raw_bytes() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.write_lsb_raw_bytes"]], "get_aesthetic_score() (in module imgutils.metrics.aesthetic)": [[38, "imgutils.metrics.aesthetic.get_aesthetic_score"]], "imgutils.metrics.aesthetic": [[38, "module-imgutils.metrics.aesthetic"]], "ccip_batch_differences() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_batch_differences"]], "ccip_batch_extract_features() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_batch_extract_features"]], "ccip_batch_same() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_batch_same"]], "ccip_clustering() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_clustering"]], "ccip_default_clustering_params() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_default_clustering_params"]], "ccip_default_threshold() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_default_threshold"]], "ccip_difference() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_difference"]], "ccip_extract_feature() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_extract_feature"]], "ccip_merge() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_merge"]], "ccip_same() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_same"]], "imgutils.metrics.ccip": [[39, "module-imgutils.metrics.ccip"]], "anime_dbaesthetic() (in module imgutils.metrics.dbaesthetic)": [[40, "imgutils.metrics.dbaesthetic.anime_dbaesthetic"]], "imgutils.metrics.dbaesthetic": [[40, "module-imgutils.metrics.dbaesthetic"]], "imgutils.metrics": [[41, "module-imgutils.metrics"]], "imgutils.metrics.laplacian": [[42, "module-imgutils.metrics.laplacian"]], "laplacian_score() (in module imgutils.metrics.laplacian)": [[42, "imgutils.metrics.laplacian.laplacian_score"]], "imgutils.metrics.lpips": [[43, "module-imgutils.metrics.lpips"]], "lpips_clustering() (in module imgutils.metrics.lpips)": [[43, "imgutils.metrics.lpips.lpips_clustering"]], "lpips_difference() (in module imgutils.metrics.lpips)": [[43, "imgutils.metrics.lpips.lpips_difference"]], "lpips_extract_feature() (in module imgutils.metrics.lpips)": [[43, "imgutils.metrics.lpips.lpips_extract_feature"]], "imgutils.metrics.psnr_": [[44, "module-imgutils.metrics.psnr_"]], "psnr() (in module imgutils.metrics.psnr_)": [[44, "imgutils.metrics.psnr_.psnr"]], "detect_text_with_ocr() (in module imgutils.ocr)": [[45, "imgutils.ocr.detect_text_with_ocr"]], "imgutils.ocr": [[45, "module-imgutils.ocr"]], "list_det_models() (in module imgutils.ocr)": [[45, "imgutils.ocr.list_det_models"]], "list_rec_models() (in module imgutils.ocr)": [[45, "imgutils.ocr.list_rec_models"]], "ocr() (in module imgutils.ocr)": [[45, "imgutils.ocr.ocr"]], "align_maxsize() (in module imgutils.operate.align)": [[46, "imgutils.operate.align.align_maxsize"]], "imgutils.operate.align": [[46, "module-imgutils.operate.align"]], "basecensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.BaseCensor"]], "blurcensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.BlurCensor"]], "colorcensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.ColorCensor"]], "pixelatecensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.PixelateCensor"]], "censor_area() (imgutils.operate.censor_.basecensor method)": [[47, "imgutils.operate.censor_.BaseCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.blurcensor method)": [[47, "imgutils.operate.censor_.BlurCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.colorcensor method)": [[47, "imgutils.operate.censor_.ColorCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.pixelatecensor method)": [[47, "imgutils.operate.censor_.PixelateCensor.censor_area"]], "censor_areas() (in module imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.censor_areas"]], "censor_nsfw() (in module imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.censor_nsfw"]], "imgutils.operate.censor_": [[47, "module-imgutils.operate.censor_"]], "register_censor_method() (in module imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.register_censor_method"]], "emojibasedcensor (class in imgutils.operate.imgcensor)": [[48, "imgutils.operate.imgcensor.EmojiBasedCensor"]], "imagebasedcensor (class in imgutils.operate.imgcensor)": [[48, "imgutils.operate.imgcensor.ImageBasedCensor"]], "singleimage (class in imgutils.operate.imgcensor)": [[48, "imgutils.operate.imgcensor.SingleImage"]], "__init__() (imgutils.operate.imgcensor.singleimage method)": [[48, "imgutils.operate.imgcensor.SingleImage.__init__"]], "censor_area() (imgutils.operate.imgcensor.emojibasedcensor method)": [[48, "imgutils.operate.imgcensor.EmojiBasedCensor.censor_area"]], "censor_area() (imgutils.operate.imgcensor.imagebasedcensor method)": [[48, "imgutils.operate.imgcensor.ImageBasedCensor.censor_area"]], "find_for_area() (imgutils.operate.imgcensor.singleimage method)": [[48, "imgutils.operate.imgcensor.SingleImage.find_for_area"]], "height (imgutils.operate.imgcensor.singleimage property)": [[48, "imgutils.operate.imgcensor.SingleImage.height"]], "imgutils.operate.imgcensor": [[48, "module-imgutils.operate.imgcensor"]], "width (imgutils.operate.imgcensor.singleimage property)": [[48, "imgutils.operate.imgcensor.SingleImage.width"]], "imgutils.operate": [[49, "module-imgutils.operate"]], "imgutils.operate.squeeze": [[50, "module-imgutils.operate.squeeze"]], "squeeze() (in module imgutils.operate.squeeze)": [[50, "imgutils.operate.squeeze.squeeze"]], "squeeze_with_transparency() (in module imgutils.operate.squeeze)": [[50, "imgutils.operate.squeeze.squeeze_with_transparency"]], "dwpose_estimate() (in module imgutils.pose.dwpose)": [[51, "imgutils.pose.dwpose.dwpose_estimate"]], "imgutils.pose.dwpose": [[51, "module-imgutils.pose.dwpose"]], "left_ankle (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_ANKLE"]], "left_big_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_BIG_TOE"]], "left_ear (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_EAR"]], "left_elbow (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_ELBOW"]], "left_eye (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_EYE"]], "left_heel (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_HEEL"]], "left_hip (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_HIP"]], "left_knee (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_KNEE"]], "left_shoulder (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_SHOULDER"]], "left_small_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_SMALL_TOE"]], "left_wrist (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_WRIST"]], "neck (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.NECK"]], "nose (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.NOSE"]], "op18keypointset (class in imgutils.pose.format)": [[52, "imgutils.pose.format.OP18KeyPointSet"]], "op18_body_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_BODY_MAX"]], "op18_body_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_BODY_MIN"]], "op18_face_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_FACE_MAX"]], "op18_face_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_FACE_MIN"]], "op18_left_foot_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_FOOT_MAX"]], "op18_left_foot_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_FOOT_MIN"]], "op18_left_hand_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_HAND_MAX"]], "op18_left_hand_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_HAND_MIN"]], "op18_right_foot_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_FOOT_MAX"]], "op18_right_foot_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_FOOT_MIN"]], "op18_right_hand_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_HAND_MAX"]], "op18_right_hand_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_HAND_MIN"]], "right_ankle (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_ANKLE"]], "right_big_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_BIG_TOE"]], "right_ear (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_EAR"]], "right_elbow (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_ELBOW"]], "right_eye (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_EYE"]], "right_heel (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_HEEL"]], "right_hip (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_HIP"]], "right_knee (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_KNEE"]], "right_shoulder (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_SHOULDER"]], "right_small_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_SMALL_TOE"]], "right_wrist (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_WRIST"]], "__init__() (imgutils.pose.format.op18keypointset method)": [[52, "imgutils.pose.format.OP18KeyPointSet.__init__"]], "__mul__() (imgutils.pose.format.op18keypointset method)": [[52, "imgutils.pose.format.OP18KeyPointSet.__mul__"]], "__truediv__() (imgutils.pose.format.op18keypointset method)": [[52, "imgutils.pose.format.OP18KeyPointSet.__truediv__"]], "body (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.body"]], "face (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.face"]], "imgutils.pose.format": [[52, "module-imgutils.pose.format"]], "left_foot (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.left_foot"]], "left_hand (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.left_hand"]], "right_foot (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.right_foot"]], "right_hand (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.right_hand"]], "imgutils.pose": [[53, "module-imgutils.pose"]], "imgutils.pose.visual": [[54, "module-imgutils.pose.visual"]], "op18_visualize() (in module imgutils.pose.visual)": [[54, "imgutils.pose.visual.op18_visualize"]], "notparsetarget (class in imgutils.preprocess.base)": [[55, "imgutils.preprocess.base.NotParseTarget"]], "imgutils.preprocess.base": [[55, "module-imgutils.preprocess.base"]], "imgutils.preprocess": [[56, "module-imgutils.preprocess"]], "create_pillow_transforms() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.create_pillow_transforms"]], "imgutils.preprocess.pillow": [[57, "module-imgutils.preprocess.pillow"]], "parse_pillow_transforms() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.parse_pillow_transforms"]], "register_pillow_parse() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.register_pillow_parse"]], "register_pillow_transform() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.register_pillow_transform"]], "create_torchvision_transforms() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.create_torchvision_transforms"]], "imgutils.preprocess.torchvision": [[58, "module-imgutils.preprocess.torchvision"]], "parse_torchvision_transforms() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.parse_torchvision_transforms"]], "register_torchvision_parse() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.register_torchvision_parse"]], "register_torchvision_transform() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.register_torchvision_transform"]], "notprocessortypeerror (class in imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.NotProcessorTypeError"]], "convert_to_size_dict() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.convert_to_size_dict"]], "create_bit_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_bit_transforms"]], "create_blip_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_blip_transforms"]], "create_clip_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_clip_transforms"]], "create_convnext_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_convnext_transforms"]], "create_mobilenetv2_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_mobilenetv2_transforms"]], "create_siglip_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_siglip_transforms"]], "create_transforms_from_bit_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_bit_processor"]], "create_transforms_from_blip_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_blip_processor"]], "create_transforms_from_clip_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_clip_processor"]], "create_transforms_from_convnext_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_convnext_processor"]], "create_transforms_from_mobilenetv2_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_mobilenetv2_processor"]], "create_transforms_from_siglip_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_siglip_processor"]], "create_transforms_from_transformers() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_transformers"]], "create_transforms_from_vit_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_vit_processor"]], "create_vit_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_vit_transforms"]], "get_size_dict() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.get_size_dict"]], "imgutils.preprocess.transformers": [[59, "module-imgutils.preprocess.transformers"]], "is_valid_size_dict() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.is_valid_size_dict"]], "register_creators_for_transformers() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.register_creators_for_transformers"]], "backgroundimageset (class in imgutils.resource.background)": [[60, "imgutils.resource.background.BackgroundImageSet"]], "__init__() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.__init__"]], "get_bg_image() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.get_bg_image"]], "get_bg_image_file() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.get_bg_image_file"]], "get_image() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.get_image"]], "get_image_file() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.get_image_file"]], "imgutils.resource.background": [[60, "module-imgutils.resource.background"]], "list_bg_image_files() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.list_bg_image_files"]], "list_image_files() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.list_image_files"]], "random_bg_image() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.random_bg_image"]], "random_bg_image_file() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.random_bg_image_file"]], "random_image() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.random_image"]], "random_image_file() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.random_image_file"]], "imgutils.resource": [[61, "module-imgutils.resource"]], "imgutils.restore.adversarial": [[62, "module-imgutils.restore.adversarial"]], "remove_adversarial_noise() (in module imgutils.restore.adversarial)": [[62, "imgutils.restore.adversarial.remove_adversarial_noise"]], "imgutils.restore": [[63, "module-imgutils.restore"]], "imgutils.restore.nafnet": [[64, "module-imgutils.restore.nafnet"]], "restore_with_nafnet() (in module imgutils.restore.nafnet)": [[64, "imgutils.restore.nafnet.restore_with_nafnet"]], "imgutils.restore.scunet": [[65, "module-imgutils.restore.scunet"]], "restore_with_scunet() (in module imgutils.restore.scunet)": [[65, "imgutils.restore.scunet.restore_with_scunet"]], "imgutils.sd": [[66, "module-imgutils.sd"]], "sdmetadata (class in imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.SDMetaData"]], "__str__() (imgutils.sd.metadata.sdmetadata method)": [[67, "imgutils.sd.metadata.SDMetaData.__str__"]], "get_sdmeta_from_image() (in module imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.get_sdmeta_from_image"]], "imgutils.sd.metadata": [[67, "module-imgutils.sd.metadata"]], "parse_sdmeta_from_text() (in module imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.parse_sdmeta_from_text"]], "pnginfo (imgutils.sd.metadata.sdmetadata property)": [[67, "imgutils.sd.metadata.SDMetaData.pnginfo"]], "save_image_with_sdmeta() (in module imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.save_image_with_sdmeta"]], "text (imgutils.sd.metadata.sdmetadata property)": [[67, "imgutils.sd.metadata.SDMetaData.text"]], "imgutils.sd.model": [[68, "module-imgutils.sd.model"]], "read_metadata() (in module imgutils.sd.model)": [[68, "imgutils.sd.model.read_metadata"]], "save_with_metadata() (in module imgutils.sd.model)": [[68, "imgutils.sd.model.save_with_metadata"]], "naimetadata (class in imgutils.sd.nai)": [[69, "imgutils.sd.nai.NAIMetaData"], [69, "imgutils.sd.nai.NAIMetadata"]], "__init__() (imgutils.sd.nai.naimetadata method)": [[69, "imgutils.sd.nai.NAIMetaData.__init__"]], "add_naimeta_to_image() (in module imgutils.sd.nai)": [[69, "imgutils.sd.nai.add_naimeta_to_image"]], "get_naimeta_from_image() (in module imgutils.sd.nai)": [[69, "imgutils.sd.nai.get_naimeta_from_image"]], "imgutils.sd.nai": [[69, "module-imgutils.sd.nai"]], "pnginfo (imgutils.sd.nai.naimetadata property)": [[69, "imgutils.sd.nai.NAIMetaData.pnginfo"]], "save_image_with_naimeta() (in module imgutils.sd.nai)": [[69, "imgutils.sd.nai.save_image_with_naimeta"]], "imgutils.segment": [[70, "module-imgutils.segment"]], "get_isnetis_mask() (in module imgutils.segment.isnetis)": [[71, "imgutils.segment.isnetis.get_isnetis_mask"]], "imgutils.segment.isnetis": [[71, "module-imgutils.segment.isnetis"]], "segment_rgba_with_isnetis() (in module imgutils.segment.isnetis)": [[71, "imgutils.segment.isnetis.segment_rgba_with_isnetis"]], "segment_with_isnetis() (in module imgutils.segment.isnetis)": [[71, "imgutils.segment.isnetis.segment_with_isnetis"]], "drop_blacklisted_tags() (in module imgutils.tagging.blacklist)": [[72, "imgutils.tagging.blacklist.drop_blacklisted_tags"]], "imgutils.tagging.blacklist": [[72, "module-imgutils.tagging.blacklist"]], "is_blacklisted() (in module imgutils.tagging.blacklist)": [[72, "imgutils.tagging.blacklist.is_blacklisted"]], "char_prefixes (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_PREFIXES"]], "char_suffixes (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_SUFFIXES"]], "char_whitelist_prefix (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_WHITELIST_PREFIX"]], "char_whitelist_suffix (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_WHITELIST_SUFFIX"]], "char_whitelist_word (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_WHITELIST_WORD"]], "charactertagpool (class in imgutils.tagging.character)": [[73, "imgutils.tagging.character.CharacterTagPool"]], "__init__() (imgutils.tagging.character.charactertagpool method)": [[73, "imgutils.tagging.character.CharacterTagPool.__init__"]], "drop_basic_character_tags() (imgutils.tagging.character.charactertagpool method)": [[73, "imgutils.tagging.character.CharacterTagPool.drop_basic_character_tags"]], "drop_basic_character_tags() (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.drop_basic_character_tags"]], "imgutils.tagging.character": [[73, "module-imgutils.tagging.character"]], "is_basic_character_tag() (imgutils.tagging.character.charactertagpool method)": [[73, "imgutils.tagging.character.CharacterTagPool.is_basic_character_tag"]], "is_basic_character_tag() (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.is_basic_character_tag"]], "get_deepdanbooru_tags() (in module imgutils.tagging.deepdanbooru)": [[74, "imgutils.tagging.deepdanbooru.get_deepdanbooru_tags"]], "imgutils.tagging.deepdanbooru": [[74, "module-imgutils.tagging.deepdanbooru"]], "get_deepgelbooru_tags() (in module imgutils.tagging.deepgelbooru)": [[75, "imgutils.tagging.deepgelbooru.get_deepgelbooru_tags"]], "imgutils.tagging.deepgelbooru": [[75, "module-imgutils.tagging.deepgelbooru"]], "add_underline() (in module imgutils.tagging.format)": [[76, "imgutils.tagging.format.add_underline"]], "imgutils.tagging.format": [[76, "module-imgutils.tagging.format"]], "remove_underline() (in module imgutils.tagging.format)": [[76, "imgutils.tagging.format.remove_underline"]], "tags_to_text() (in module imgutils.tagging.format)": [[76, "imgutils.tagging.format.tags_to_text"]], "imgutils.tagging": [[77, "module-imgutils.tagging"]], "imgutils.tagging.match": [[78, "module-imgutils.tagging.match"]], "tag_match_full() (in module imgutils.tagging.match)": [[78, "imgutils.tagging.match.tag_match_full"]], "tag_match_prefix() (in module imgutils.tagging.match)": [[78, "imgutils.tagging.match.tag_match_prefix"]], "tag_match_suffix() (in module imgutils.tagging.match)": [[78, "imgutils.tagging.match.tag_match_suffix"]], "get_mldanbooru_tags() (in module imgutils.tagging.mldanbooru)": [[79, "imgutils.tagging.mldanbooru.get_mldanbooru_tags"]], "imgutils.tagging.mldanbooru": [[79, "module-imgutils.tagging.mldanbooru"]], "imgutils.tagging.order": [[80, "module-imgutils.tagging.order"]], "sort_tags() (in module imgutils.tagging.order)": [[80, "imgutils.tagging.order.sort_tags"]], "drop_overlap_tags() (in module imgutils.tagging.overlap)": [[81, "imgutils.tagging.overlap.drop_overlap_tags"]], "imgutils.tagging.overlap": [[81, "module-imgutils.tagging.overlap"]], "convert_wd14_emb_to_prediction() (in module imgutils.tagging.wd14)": [[82, "imgutils.tagging.wd14.convert_wd14_emb_to_prediction"]], "denormalize_wd14_emb() (in module imgutils.tagging.wd14)": [[82, "imgutils.tagging.wd14.denormalize_wd14_emb"]], "get_wd14_tags() (in module imgutils.tagging.wd14)": [[82, "imgutils.tagging.wd14.get_wd14_tags"]], "imgutils.tagging.wd14": [[82, "module-imgutils.tagging.wd14"]], "imgutils.upscale.cdc": [[83, "module-imgutils.upscale.cdc"]], "upscale_with_cdc() (in module imgutils.upscale.cdc)": [[83, "imgutils.upscale.cdc.upscale_with_cdc"]], "imgutils.upscale": [[84, "module-imgutils.upscale"]], "imgutils.utils.cache": [[85, "module-imgutils.utils.cache"]], "ts_lru_cache() (in module imgutils.utils.cache)": [[85, "imgutils.utils.cache.ts_lru_cache"]], "imgutils.utils.func": [[86, "module-imgutils.utils.func"]], "sigmoid() (in module imgutils.utils.func)": [[86, "imgutils.utils.func.sigmoid"]], "imgutils.utils": [[87, "module-imgutils.utils"]], "get_onnx_provider() (in module imgutils.utils.onnxruntime)": [[88, "imgutils.utils.onnxruntime.get_onnx_provider"]], "imgutils.utils.onnxruntime": [[88, "module-imgutils.utils.onnxruntime"]], "open_onnx_model() (in module imgutils.utils.onnxruntime)": [[88, "imgutils.utils.onnxruntime.open_onnx_model"]], "get_ai_created_score() (in module imgutils.validate.aicheck)": [[89, "imgutils.validate.aicheck.get_ai_created_score"]], "imgutils.validate.aicheck": [[89, "module-imgutils.validate.aicheck"]], "is_ai_created() (in module imgutils.validate.aicheck)": [[89, "imgutils.validate.aicheck.is_ai_created"]], "anime_bangumi_char() (in module imgutils.validate.bangumi_char)": [[90, "imgutils.validate.bangumi_char.anime_bangumi_char"]], "anime_bangumi_char_score() (in module imgutils.validate.bangumi_char)": [[90, "imgutils.validate.bangumi_char.anime_bangumi_char_score"]], "imgutils.validate.bangumi_char": [[90, "module-imgutils.validate.bangumi_char"]], "anime_classify() (in module imgutils.validate.classify)": [[91, "imgutils.validate.classify.anime_classify"]], "anime_classify_score() (in module imgutils.validate.classify)": [[91, "imgutils.validate.classify.anime_classify_score"]], "imgutils.validate.classify": [[91, "module-imgutils.validate.classify"]], "imgutils.validate.color": [[92, "module-imgutils.validate.color"]], "is_greyscale() (in module imgutils.validate.color)": [[92, "imgutils.validate.color.is_greyscale"]], "anime_completeness() (in module imgutils.validate.completeness)": [[93, "imgutils.validate.completeness.anime_completeness"]], "anime_completeness_score() (in module imgutils.validate.completeness)": [[93, "imgutils.validate.completeness.anime_completeness_score"]], "imgutils.validate.completeness": [[93, "module-imgutils.validate.completeness"]], "anime_dbrating() (in module imgutils.validate.dbrating)": [[94, "imgutils.validate.dbrating.anime_dbrating"]], "anime_dbrating_score() (in module imgutils.validate.dbrating)": [[94, "imgutils.validate.dbrating.anime_dbrating_score"]], "imgutils.validate.dbrating": [[94, "module-imgutils.validate.dbrating"]], "anime_furry() (in module imgutils.validate.furry)": [[95, "imgutils.validate.furry.anime_furry"]], "anime_furry_score() (in module imgutils.validate.furry)": [[95, "imgutils.validate.furry.anime_furry_score"]], "imgutils.validate.furry": [[95, "module-imgutils.validate.furry"]], "imgutils.validate": [[96, "module-imgutils.validate"]], "get_monochrome_score() (in module imgutils.validate.monochrome)": [[97, "imgutils.validate.monochrome.get_monochrome_score"]], "imgutils.validate.monochrome": [[97, "module-imgutils.validate.monochrome"]], "is_monochrome() (in module imgutils.validate.monochrome)": [[97, "imgutils.validate.monochrome.is_monochrome"]], "imgutils.validate.nsfw": [[98, "module-imgutils.validate.nsfw"]], "nsfw_pred() (in module imgutils.validate.nsfw)": [[98, "imgutils.validate.nsfw.nsfw_pred"]], "nsfw_pred_score() (in module imgutils.validate.nsfw)": [[98, "imgutils.validate.nsfw.nsfw_pred_score"]], "anime_portrait() (in module imgutils.validate.portrait)": [[99, "imgutils.validate.portrait.anime_portrait"]], "anime_portrait_score() (in module imgutils.validate.portrait)": [[99, "imgutils.validate.portrait.anime_portrait_score"]], "imgutils.validate.portrait": [[99, "module-imgutils.validate.portrait"]], "anime_rating() (in module imgutils.validate.rating)": [[100, "imgutils.validate.rating.anime_rating"]], "anime_rating_score() (in module imgutils.validate.rating)": [[100, "imgutils.validate.rating.anime_rating_score"]], "imgutils.validate.rating": [[100, "module-imgutils.validate.rating"]], "anime_real() (in module imgutils.validate.real)": [[101, "imgutils.validate.real.anime_real"]], "anime_real_score() (in module imgutils.validate.real)": [[101, "imgutils.validate.real.anime_real_score"]], "imgutils.validate.real": [[101, "module-imgutils.validate.real"]], "imgutils.validate.safe": [[102, "module-imgutils.validate.safe"]], "safe_check() (in module imgutils.validate.safe)": [[102, "imgutils.validate.safe.safe_check"]], "safe_check_score() (in module imgutils.validate.safe)": [[102, "imgutils.validate.safe.safe_check_score"]], "anime_style_age() (in module imgutils.validate.style_age)": [[103, "imgutils.validate.style_age.anime_style_age"]], "anime_style_age_score() (in module imgutils.validate.style_age)": [[103, "imgutils.validate.style_age.anime_style_age_score"]], "imgutils.validate.style_age": [[103, "module-imgutils.validate.style_age"]], "anime_teen() (in module imgutils.validate.teen)": [[104, "imgutils.validate.teen.anime_teen"]], "anime_teen_score() (in module imgutils.validate.teen)": [[104, "imgutils.validate.teen.anime_teen_score"]], "imgutils.validate.teen": [[104, "module-imgutils.validate.teen"]], "imgutils.validate.truncate": [[105, "module-imgutils.validate.truncate"]], "is_truncated_file() (in module imgutils.validate.truncate)": [[105, "imgutils.validate.truncate.is_truncated_file"]]}}) \ No newline at end of file +Search.setIndex({"docnames": ["api_doc/ascii/drawing", "api_doc/ascii/index", "api_doc/config/index", "api_doc/config/meta", "api_doc/data/background", "api_doc/data/blob", "api_doc/data/decode", "api_doc/data/encode", "api_doc/data/image", "api_doc/data/index", "api_doc/data/layer", "api_doc/data/url", "api_doc/detect/booru_yolo", "api_doc/detect/censor", "api_doc/detect/eye", "api_doc/detect/face", "api_doc/detect/halfbody", "api_doc/detect/hand", "api_doc/detect/head", "api_doc/detect/index", "api_doc/detect/nudenet", "api_doc/detect/person", "api_doc/detect/similarity", "api_doc/detect/text", "api_doc/detect/visual", "api_doc/edge/canny", "api_doc/edge/index", "api_doc/edge/lineart", "api_doc/edge/lineart_anime", "api_doc/generic/classify", "api_doc/generic/clip", "api_doc/generic/enhance", "api_doc/generic/index", "api_doc/generic/siglip", "api_doc/generic/yolo", "api_doc/metadata/geninfo", "api_doc/metadata/index", "api_doc/metadata/lsb", "api_doc/metrics/aesthetic", "api_doc/metrics/ccip", "api_doc/metrics/dbaesthetic", "api_doc/metrics/index", "api_doc/metrics/laplacian", "api_doc/metrics/lpips", "api_doc/metrics/psnr_", "api_doc/ocr/index", "api_doc/operate/align", "api_doc/operate/censor", "api_doc/operate/imgcensor", "api_doc/operate/index", "api_doc/operate/squeeze", "api_doc/pose/dwpose", "api_doc/pose/format", "api_doc/pose/index", "api_doc/pose/visual", "api_doc/preprocess/base", "api_doc/preprocess/index", "api_doc/preprocess/pillow", "api_doc/preprocess/torchvision", "api_doc/preprocess/transformers", "api_doc/resource/background", "api_doc/resource/index", "api_doc/restore/adversarial", "api_doc/restore/index", "api_doc/restore/nafnet", "api_doc/restore/scunet", "api_doc/sd/index", "api_doc/sd/metadata", "api_doc/sd/model", "api_doc/sd/nai", "api_doc/segment/index", "api_doc/segment/isnetis", "api_doc/tagging/blacklist", "api_doc/tagging/character", "api_doc/tagging/deepdanbooru", "api_doc/tagging/deepgelbooru", "api_doc/tagging/format", "api_doc/tagging/index", "api_doc/tagging/match", "api_doc/tagging/mldanbooru", "api_doc/tagging/order", "api_doc/tagging/overlap", "api_doc/tagging/wd14", "api_doc/upscale/cdc", "api_doc/upscale/index", "api_doc/utils/cache", "api_doc/utils/func", "api_doc/utils/index", "api_doc/utils/onnxruntime", "api_doc/validate/aicheck", "api_doc/validate/bangumi_char", "api_doc/validate/classify", "api_doc/validate/color", "api_doc/validate/completeness", "api_doc/validate/dbrating", "api_doc/validate/furry", "api_doc/validate/index", "api_doc/validate/monochrome", "api_doc/validate/nsfw", "api_doc/validate/portrait", "api_doc/validate/rating", "api_doc/validate/real", "api_doc/validate/safe", "api_doc/validate/style_age", "api_doc/validate/teen", "api_doc/validate/truncate", "index", "information/environment", "information/environment.result", "tutorials/installation/index", "tutorials/quick_start/index"], "filenames": ["api_doc/ascii/drawing.rst", "api_doc/ascii/index.rst", "api_doc/config/index.rst", "api_doc/config/meta.rst", "api_doc/data/background.rst", "api_doc/data/blob.rst", "api_doc/data/decode.rst", "api_doc/data/encode.rst", "api_doc/data/image.rst", "api_doc/data/index.rst", "api_doc/data/layer.rst", "api_doc/data/url.rst", "api_doc/detect/booru_yolo.rst", "api_doc/detect/censor.rst", "api_doc/detect/eye.rst", "api_doc/detect/face.rst", "api_doc/detect/halfbody.rst", "api_doc/detect/hand.rst", "api_doc/detect/head.rst", "api_doc/detect/index.rst", "api_doc/detect/nudenet.rst", "api_doc/detect/person.rst", "api_doc/detect/similarity.rst", "api_doc/detect/text.rst", "api_doc/detect/visual.rst", "api_doc/edge/canny.rst", "api_doc/edge/index.rst", "api_doc/edge/lineart.rst", "api_doc/edge/lineart_anime.rst", "api_doc/generic/classify.rst", "api_doc/generic/clip.rst", "api_doc/generic/enhance.rst", "api_doc/generic/index.rst", "api_doc/generic/siglip.rst", "api_doc/generic/yolo.rst", "api_doc/metadata/geninfo.rst", "api_doc/metadata/index.rst", "api_doc/metadata/lsb.rst", "api_doc/metrics/aesthetic.rst", "api_doc/metrics/ccip.rst", "api_doc/metrics/dbaesthetic.rst", "api_doc/metrics/index.rst", "api_doc/metrics/laplacian.rst", "api_doc/metrics/lpips.rst", "api_doc/metrics/psnr_.rst", "api_doc/ocr/index.rst", "api_doc/operate/align.rst", "api_doc/operate/censor.rst", "api_doc/operate/imgcensor.rst", "api_doc/operate/index.rst", "api_doc/operate/squeeze.rst", "api_doc/pose/dwpose.rst", "api_doc/pose/format.rst", "api_doc/pose/index.rst", "api_doc/pose/visual.rst", "api_doc/preprocess/base.rst", "api_doc/preprocess/index.rst", "api_doc/preprocess/pillow.rst", "api_doc/preprocess/torchvision.rst", "api_doc/preprocess/transformers.rst", "api_doc/resource/background.rst", "api_doc/resource/index.rst", "api_doc/restore/adversarial.rst", "api_doc/restore/index.rst", "api_doc/restore/nafnet.rst", "api_doc/restore/scunet.rst", "api_doc/sd/index.rst", "api_doc/sd/metadata.rst", "api_doc/sd/model.rst", "api_doc/sd/nai.rst", "api_doc/segment/index.rst", "api_doc/segment/isnetis.rst", "api_doc/tagging/blacklist.rst", "api_doc/tagging/character.rst", "api_doc/tagging/deepdanbooru.rst", "api_doc/tagging/deepgelbooru.rst", "api_doc/tagging/format.rst", "api_doc/tagging/index.rst", "api_doc/tagging/match.rst", "api_doc/tagging/mldanbooru.rst", "api_doc/tagging/order.rst", "api_doc/tagging/overlap.rst", "api_doc/tagging/wd14.rst", "api_doc/upscale/cdc.rst", "api_doc/upscale/index.rst", "api_doc/utils/cache.rst", "api_doc/utils/func.rst", "api_doc/utils/index.rst", "api_doc/utils/onnxruntime.rst", "api_doc/validate/aicheck.rst", "api_doc/validate/bangumi_char.rst", "api_doc/validate/classify.rst", "api_doc/validate/color.rst", "api_doc/validate/completeness.rst", "api_doc/validate/dbrating.rst", "api_doc/validate/furry.rst", "api_doc/validate/index.rst", "api_doc/validate/monochrome.rst", "api_doc/validate/nsfw.rst", "api_doc/validate/portrait.rst", "api_doc/validate/rating.rst", "api_doc/validate/real.rst", "api_doc/validate/safe.rst", "api_doc/validate/style_age.rst", "api_doc/validate/teen.rst", "api_doc/validate/truncate.rst", "index.rst", "information/environment.ipynb", "information/environment.result.ipynb", "tutorials/installation/index.rst", "tutorials/quick_start/index.rst"], "titles": ["imgutils.ascii.drawing", "imgutils.ascii", "imgutils.config", "imgutils.config.meta", "imgutils.data.background", "imgutils.data.blob", "imgutils.data.decode", "imgutils.data.encode", "imgutils.data.image", "imgutils.data", "imgutils.data.layer", "imgutils.data.url", "imgutils.detect.booru_yolo", "imgutils.detect.censor", "imgutils.detect.eye", "imgutils.detect.face", "imgutils.detect.halfbody", "imgutils.detect.hand", "imgutils.detect.head", "imgutils.detect", "imgutils.detect.nudenet", "imgutils.detect.person", "imgutils.detect.similarity", "imgutils.detect.text", "imgutils.detect.visual", "imgutils.edge.canny", "imgutils.edge", "imgutils.edge.lineart", "imgutils.edge.lineart_anime", "imgutils.generic.classify", "imgutils.generic.clip", "imgutils.generic.enhance", "imgutils.generic", "imgutils.generic.siglip", "imgutils.generic.yolo", "imgutils.metadata.geninfo", "imgutils.metadata", "imgutils.metadata.lsb", "imgutils.metrics.aesthetic", "imgutils.metrics.ccip", "imgutils.metrics.dbaesthetic", "imgutils.metrics", "imgutils.metrics.laplacian", "imgutils.metrics.lpips", "imgutils.metrics.psnr_", "imgutils.ocr", "imgutils.operate.align", "imgutils.operate.censor_", "imgutils.operate.imgcensor", "imgutils.operate", "imgutils.operate.squeeze", "imgutils.pose.dwpose", "imgutils.pose.format", "imgutils.pose", "imgutils.pose.visual", "imgutils.preprocess.base", "imgutils.preprocess", "imgutils.preprocess.pillow", "imgutils.preprocess.torchvision", "imgutils.preprocess.transformers", "imgutils.resource.background", "imgutils.resource", "imgutils.restore.adversarial", "imgutils.restore", "imgutils.restore.nafnet", "imgutils.restore.scunet", "imgutils.sd", "imgutils.sd.metadata", "imgutils.sd.model", "imgutils.sd.nai", "imgutils.segment", "imgutils.segment.isnetis", "imgutils.tagging.blacklist", "imgutils.tagging.character", "imgutils.tagging.deepdanbooru", "imgutils.tagging.deepgelbooru", "imgutils.tagging.format", "imgutils.tagging", "imgutils.tagging.match", "imgutils.tagging.mldanbooru", "imgutils.tagging.order", "imgutils.tagging.overlap", "imgutils.tagging.wd14", "imgutils.upscale.cdc", "imgutils.upscale", "imgutils.utils.cache", "imgutils.utils.func", "imgutils.utils", "imgutils.utils.onnxruntime", "imgutils.validate.aicheck", "imgutils.validate.bangumi_char", "imgutils.validate.classify", "imgutils.validate.color", "imgutils.validate.completeness", "imgutils.validate.dbrating", "imgutils.validate.furry", "imgutils.validate", "imgutils.validate.monochrome", "imgutils.validate.nsfw", "imgutils.validate.portrait", "imgutils.validate.rating", "imgutils.validate.real", "imgutils.validate.safe", "imgutils.validate.style_age", "imgutils.validate.teen", "imgutils.validate.truncate", "Welcome to imgutils\u2019s Documentation", "Run Environment Information", "Run Environment Information", "Installation", "Quick Start"], "terms": {"img": [0, 5, 8, 29, 62, 67], "str": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 54, 57, 58, 59, 60, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "pathlik": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "byte": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 52, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "bytearrai": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 52, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "binaryio": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "imag": [0, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 53, 54, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 69, 70, 71, 74, 75, 76, 77, 79, 82, 83, 84, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 109], "max_width": 0, "int": [0, 4, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 27, 28, 29, 30, 33, 34, 37, 39, 43, 45, 46, 47, 48, 50, 51, 52, 54, 59, 60, 62, 64, 65, 71, 79, 83, 102], "none": [0, 4, 8, 10, 11, 13, 14, 15, 16, 17, 18, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 39, 47, 50, 51, 54, 57, 58, 59, 60, 67, 69, 72, 73, 88], "ellipsi": 0, "max_height": 0, "resampl": [0, 59], "2": [0, 8, 12, 22, 23, 38, 39, 40, 43, 45, 52, 59, 62, 67, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "level": [0, 13, 14, 15, 16, 17, 18, 21, 33, 34, 38, 47, 60, 74, 94], "aspect": [0, 24, 34, 46], "float": [0, 7, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 34, 39, 40, 42, 43, 44, 45, 47, 48, 50, 52, 54, 59, 60, 62, 69, 72, 73, 74, 75, 76, 79, 80, 81, 82, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "1": [0, 10, 12, 20, 21, 22, 38, 39, 40, 43, 45, 52, 59, 60, 62, 67, 68, 72, 73, 74, 75, 80, 82, 83, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108, 109], "8": [0, 12, 22, 37, 39, 43, 47, 52, 59, 62, 67, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 107, 108, 109], "sourc": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 54, 55, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "gener": [0, 4, 12, 15, 21, 35, 36, 66, 67, 69, 75, 79, 82, 87, 94, 106], "art": [0, 67], "base": [0, 18, 21, 22, 29, 30, 33, 34, 39, 40, 42, 43, 46, 47, 48, 50, 52, 54, 56, 57, 59, 60, 69, 71, 74, 75, 79, 80, 81, 82, 90, 94, 98, 100, 106], "given": [0, 6, 7, 8, 10, 11, 14, 15, 17, 18, 19, 20, 23, 25, 27, 28, 29, 30, 33, 37, 39, 42, 46, 48, 52, 55, 59, 67, 69, 72, 73, 78, 81, 82, 89, 91, 94, 97, 98, 100, 104], "paramet": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "imagetyp": [0, 5, 12, 13, 14, 15, 16, 17, 18, 21, 23, 24, 29, 31, 34, 35, 37, 39, 40, 42, 45, 47, 50, 51, 54, 64, 65, 67, 69, 75, 82, 83, 90, 93, 95, 98, 99, 101, 102, 103], "The": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 29, 30, 31, 33, 34, 35, 36, 37, 39, 40, 42, 45, 46, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 63, 64, 65, 67, 68, 69, 71, 73, 74, 75, 76, 78, 79, 80, 82, 83, 85, 86, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 109], "input": [0, 5, 12, 13, 14, 15, 16, 18, 20, 21, 23, 24, 29, 30, 31, 33, 34, 35, 37, 39, 40, 42, 45, 46, 47, 48, 50, 51, 54, 57, 59, 62, 64, 65, 67, 69, 72, 73, 75, 76, 78, 80, 82, 83, 86, 90, 93, 95, 98, 99, 101, 103], "option": [0, 4, 11, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 24, 29, 30, 33, 34, 35, 39, 45, 47, 50, 51, 54, 59, 60, 62, 67, 68, 69, 72, 73, 80, 85], "maximum": [0, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 34, 39, 45, 46, 47, 59, 62, 85, 102], "width": [0, 4, 10, 48, 59, 60, 79], "If": [0, 5, 8, 10, 11, 13, 14, 15, 16, 17, 18, 21, 22, 24, 29, 30, 33, 34, 35, 37, 39, 45, 47, 50, 52, 54, 57, 58, 59, 62, 64, 65, 67, 68, 69, 72, 73, 80, 82, 88, 89, 90, 91, 94, 97, 100, 104], "set": [0, 12, 24, 29, 30, 34, 39, 50, 52, 54, 59, 82, 88, 91, 94, 100, 104, 105], "automat": [0, 4, 30, 33, 39, 50, 88, 107, 108], "determin": [0, 8, 39, 98], "termin": 0, "size": [0, 4, 6, 7, 10, 11, 23, 24, 25, 27, 28, 39, 46, 48, 50, 54, 57, 58, 59, 60, 62, 64, 65, 67, 71, 79, 83, 84, 102, 107, 108], "height": [0, 4, 10, 48, 59, 60, 79], "filter": [0, 34, 50, 59, 62, 72, 73, 94, 96, 100], "us": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 43, 45, 47, 48, 50, 51, 54, 55, 57, 59, 62, 63, 64, 65, 67, 68, 69, 72, 74, 75, 76, 79, 82, 83, 85, 86, 88, 89, 90, 91, 94, 96, 97, 98, 100, 104], "when": [0, 7, 10, 12, 23, 25, 27, 28, 29, 30, 37, 39, 43, 47, 48, 52, 55, 59, 64, 67, 69, 71, 79, 83, 85, 88, 89, 105], "resiz": [0, 23, 24, 34, 46, 54, 57, 58, 59, 67, 79], "charact": [0, 39, 45, 54, 70, 71, 74, 75, 76, 77, 82, 90, 106], "repres": [0, 7, 10, 12, 13, 14, 15, 22, 39, 43, 47, 50, 52, 69, 71, 80, 89, 98, 105], "differ": [0, 8, 14, 15, 16, 17, 18, 21, 22, 30, 35, 36, 37, 39, 43, 44, 51, 52, 58, 59, 90, 95, 99, 101, 103, 107, 108], "intens": 0, "proport": [0, 90], "correct": [0, 37], "output": [0, 24, 29, 30, 33, 40, 54, 67, 68, 75, 80, 82, 109], "which": [0, 4, 10, 22, 23, 25, 27, 28, 33, 35, 39, 43, 48, 57, 59, 60, 63, 67, 68, 69, 71, 72, 75, 79, 85, 86, 88, 89, 91, 96, 97, 98, 105, 106, 107, 108, 109], "should": [0, 3, 10, 24, 39, 43, 47, 48, 50, 59, 71, 82, 109], "approxim": 0, "ratio": [0, 24, 34, 45, 46, 48, 79], "your": [0, 50, 64, 105, 107, 108, 109], "thi": [0, 3, 4, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 45, 47, 48, 50, 51, 52, 54, 55, 57, 58, 59, 62, 64, 65, 66, 67, 68, 69, 70, 74, 77, 81, 82, 83, 85, 86, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 107, 108], "valu": [0, 4, 8, 10, 13, 17, 18, 21, 22, 37, 39, 43, 47, 50, 52, 57, 58, 59, 68, 74, 79, 86, 89, 97, 105], "ensur": [0, 30, 34, 39, 46, 59, 64, 67, 85], "i": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 45, 47, 48, 50, 51, 52, 54, 55, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 79, 80, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109], "close": [0, 48, 67], "possibl": [0, 23, 30, 39, 48], "origin": [0, 4, 6, 8, 20, 25, 27, 28, 37, 38, 44, 47, 48, 50, 54, 71, 74, 76, 79, 80, 98], "default": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 25, 27, 28, 29, 30, 33, 34, 39, 40, 42, 43, 45, 47, 48, 50, 52, 54, 59, 60, 64, 65, 68, 71, 72, 73, 74, 76, 79, 82, 83, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "return": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 98, 99, 100, 101, 102, 103, 104, 105], "represent": [0, 22, 39, 57, 58, 67], "type": [0, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 24, 29, 30, 31, 33, 34, 35, 37, 39, 40, 42, 45, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 72, 73, 76, 78, 80, 81, 82, 83, 85, 86, 90, 93, 94, 95, 98, 99, 100, 101, 102, 103], "exampl": [0, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 34, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 57, 58, 59, 60, 62, 67, 71, 72, 73, 74, 75, 76, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 105], "here": [0, 12, 20, 26, 39, 43, 44, 67, 72, 74, 75, 79, 82, 83, 90, 92, 105, 107, 108], "an": [0, 4, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 52, 54, 57, 59, 62, 64, 65, 67, 69, 70, 71, 73, 74, 75, 77, 80, 82, 83, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "jerri": 0, "from": [0, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 27, 28, 29, 33, 34, 35, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 57, 58, 59, 60, 62, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 79, 80, 81, 82, 83, 85, 86, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 107, 108, 109], "import": [0, 6, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 21, 24, 34, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 57, 58, 59, 60, 62, 67, 71, 72, 73, 74, 75, 76, 79, 80, 81, 82, 83, 85, 86, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 105, 107, 108, 109], "print": [0, 5, 12, 17, 18, 21, 22, 34, 67, 68, 107, 108, 109], "png": [0, 5, 8, 10, 13, 24, 35, 37, 42, 47, 48, 50, 62, 67, 69, 71, 82, 83, 92, 105], "draw": [1, 24, 26, 27, 54, 98, 106], "ascii_draw": 1, "meta": [2, 106, 109], "__title__": [2, 109], "__version__": [2, 109], "__description__": [2, 109], "__author__": [2, 109], "__author_email__": 2, "overview": [3, 4, 6, 7, 9, 10, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 26, 27, 28, 31, 32, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 50, 51, 53, 59, 60, 61, 62, 63, 64, 65, 66, 67, 70, 71, 72, 73, 74, 75, 76, 77, 79, 82, 83, 84, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105], "inform": [3, 30, 33, 34, 35, 36, 37, 54, 67, 69, 81], "packag": 3, "titl": [3, 69], "project": [3, 20, 74, 82, 105], "version": [3, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 34, 38, 47, 64, 65, 67, 68, 85, 91, 106, 109], "short": [3, 75, 79, 82], "descript": [3, 20, 29, 33, 69], "includ": [3, 5, 8, 11, 12, 13, 20, 21, 22, 24, 29, 30, 31, 33, 34, 35, 36, 51, 52, 58, 59, 66, 67, 68, 69, 75, 82, 86, 90, 98], "setup": 3, "py": [3, 71], "author": [3, 68], "email": 3, "step": [4, 48, 59, 67], "forecolor": [4, 25, 27, 28], "lightgrei": 4, "backcolor": [4, 25, 27, 28], "white": [4, 8, 25, 27, 28, 30, 59, 67, 71], "creat": [4, 29, 30, 33, 34, 35, 47, 57, 58, 59, 67, 69, 73, 89], "black": [4, 47, 67], "squar": [4, 59], "can": [4, 5, 8, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 24, 26, 30, 33, 35, 37, 39, 43, 47, 51, 52, 57, 59, 67, 68, 69, 75, 80, 82, 88, 90, 96, 97, 106, 109], "complement": 4, "transpar": [4, 8, 10, 25, 27, 28, 48, 50, 71, 83], "area": [4, 10, 12, 22, 23, 47, 48], "grid": 4, "pixel": [4, 24, 37, 47, 48, 50, 59, 62, 67, 71, 97], "mean": [4, 20, 22, 23, 25, 27, 28, 29, 39, 42, 43, 48, 52, 57, 58, 59, 88, 91, 109], "function": [4, 7, 8, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 35, 36, 37, 39, 42, 45, 47, 48, 50, 51, 54, 57, 58, 59, 62, 64, 66, 67, 68, 69, 81, 82, 83, 85, 86, 90, 94, 98, 100, 105], "suitabl": [4, 57, 59, 74, 98], "color": [4, 8, 10, 25, 27, 28, 47, 62, 67, 71, 96, 97, 106], "fore": [4, 25, 27, 28], "back": [4, 82], "A": [4, 5, 8, 13, 14, 15, 16, 17, 18, 20, 21, 25, 27, 28, 29, 34, 37, 38, 39, 40, 45, 46, 47, 48, 50, 57, 59, 60, 67, 68, 69, 73, 76, 81, 85, 88, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 102, 103, 104, 109], "rgba": [4, 8, 31, 37, 64, 65, 71, 83], "contain": [4, 5, 10, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 29, 30, 33, 34, 39, 40, 52, 54, 59, 64, 67, 68, 69, 75, 79, 82, 91, 94, 100, 102, 104], "add": [4, 35, 68, 69, 76], "rgb": [4, 6, 7, 8, 30, 31, 47, 59, 60, 67, 71, 83], "In": [4, 27, 39, 90, 91], "document": [4, 107, 108, 109], "accur": [4, 13, 21, 94, 100], "present": [4, 35, 69, 74], "state": [4, 33], "shown": [4, 70], "follow": [4, 29, 39, 52, 58, 59, 63, 68, 69, 75, 82, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104, 109], "figur": 4, "modul": [5, 8, 11, 12, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 35, 36, 37, 57, 58, 66, 68, 69, 70, 82, 85, 86, 94, 100, 106], "provid": [5, 8, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 31, 33, 34, 35, 36, 37, 39, 47, 50, 52, 54, 57, 58, 59, 66, 67, 68, 69, 79, 80, 82, 85, 86, 88, 94, 100], "util": [5, 8, 11, 20, 21, 29, 32, 34, 43, 46, 50, 53, 57, 58, 63, 66, 68, 74, 75, 79, 82, 106], "handl": [5, 8, 11, 29, 30, 33, 34, 36, 37, 55, 58, 59, 66, 69], "url": [5, 9, 13, 16, 18, 30, 37, 67, 106], "convers": [5, 8, 34, 58, 59], "between": [5, 14, 15, 21, 22, 29, 30, 33, 39, 43, 44, 48, 58, 64, 65, 73, 79, 83, 86], "valid": [5, 11, 47, 48, 52, 59, 106], "format": [5, 8, 10, 25, 27, 28, 29, 30, 33, 34, 35, 36, 37, 40, 47, 50, 51, 53, 57, 59, 67, 68, 69, 75, 77, 82, 98, 106], "support": [5, 6, 8, 11, 14, 15, 16, 18, 21, 29, 33, 34, 35, 48, 54, 57, 58, 59, 64, 65, 67, 68, 69, 82, 83], "convert": [5, 8, 30, 35, 37, 39, 52, 57, 58, 59, 69, 82, 98], "specifi": [5, 8, 22, 23, 24, 29, 30, 33, 34, 39, 47, 48, 50, 59, 67, 68, 69, 73, 75, 80, 82, 85], "load": [5, 8, 13, 14, 17, 18, 29, 30, 33, 34, 35, 37, 67, 82, 88], "variou": [5, 8, 14, 15, 17, 21, 22, 24, 29, 31, 33, 34, 36, 59, 67, 69, 86, 109], "mime": 5, "jpg": [5, 6, 7, 8, 11, 12, 14, 15, 16, 17, 18, 21, 24, 29, 34, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 51, 60, 71, 74, 75, 79, 82, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 105], "save_kwarg": 5, "string": [5, 13, 15, 16, 20, 37, 52, 67, 68, 76, 88, 105], "pil": [5, 6, 7, 8, 10, 11, 17, 24, 30, 34, 43, 46, 47, 48, 50, 57, 59, 60, 62, 67, 75, 83, 92, 97], "numpi": [5, 6, 10, 24, 30, 33, 37, 39, 50, 52, 82, 86], "arrai": [5, 10, 24, 30, 37, 39, 43, 50, 52, 82, 86], "file": [5, 8, 10, 11, 12, 13, 16, 18, 24, 35, 37, 43, 60, 66, 67, 68, 69, 88, 97, 105, 106], "path": [5, 8, 10, 12, 13, 16, 18, 24, 30, 34, 37, 60, 67, 68, 69, 75, 92, 97, 105], "desir": [5, 60], "addit": [5, 11, 29, 30, 33, 34, 35, 47, 48, 58, 67, 69], "keyword": [5, 11, 29, 30, 33, 34, 35, 47, 48, 67, 69, 85], "argument": [5, 11, 29, 30, 33, 34, 35, 47, 48, 51, 52, 67, 69, 73, 75, 82, 85], "pass": [5, 11, 27, 28, 29, 30, 33, 34, 35, 47, 48, 67, 71, 79, 83, 85], "save": [5, 10, 24, 35, 62, 67, 68, 69, 71], "encod": [5, 6, 9, 29, 30, 33, 37, 69, 106], "open": [5, 6, 7, 8, 10, 12, 17, 29, 34, 46, 47, 48, 50, 62, 67, 68, 83, 88], "test": [5, 43, 83, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104], "blob_url": 5, "qualiti": [5, 23, 40, 61, 67, 82, 83], "95": [5, 34, 59, 72, 73, 80], "base64": 5, "pre": [5, 13, 15, 18, 30, 33, 40], "object": [5, 6, 8, 10, 11, 12, 18, 22, 24, 34, 35, 37, 43, 47, 51, 54, 55, 58, 59, 60, 67, 69, 74, 75, 88, 91, 92, 94, 97, 100, 104], "rais": [5, 8, 11, 13, 14, 16, 17, 18, 21, 22, 29, 33, 34, 37, 47, 50, 52, 55, 57, 58, 59, 62, 67, 68, 69, 72, 73, 80], "valueerror": [5, 11, 13, 16, 18, 21, 22, 29, 33, 37, 50, 59, 69, 80], "unsupport": [5, 45, 58, 59, 80], "method": [5, 11, 29, 30, 31, 33, 34, 36, 37, 39, 47, 59, 94, 100], "warn": 5, "userwarn": 5, "doesn": [5, 37, 73], "t": [5, 37, 73], "match": [5, 22, 33, 37, 50, 59, 73, 77, 106], "actual": [5, 18, 21, 45], "invalid": [5, 13, 16, 18, 21, 29, 33, 35, 59], "show": [5, 11, 13, 14, 15, 16, 51], "bool": [5, 7, 8, 11, 24, 27, 34, 39, 45, 47, 50, 51, 54, 59, 64, 65, 68, 69, 72, 73, 74, 75, 76, 78, 79, 82, 83, 89, 97, 105], "effici": [5, 20, 23, 30, 68, 86], "without": [5, 34, 62, 67, 72, 73, 81], "content": [5, 11, 12, 27, 45, 70], "true": [5, 7, 8, 11, 24, 34, 39, 47, 48, 51, 54, 57, 58, 59, 64, 65, 68, 69, 72, 73, 76, 78, 82, 89, 92, 97, 105], "fals": [5, 6, 7, 8, 11, 24, 27, 34, 39, 45, 47, 59, 64, 65, 67, 68, 69, 72, 73, 74, 75, 76, 78, 79, 82, 83, 89, 92, 97, 105], "otherwis": [5, 8, 11, 35, 39, 59, 64, 65, 69, 72, 73, 78, 83, 88], "abc": 5, "svg": 5, "xml": 5, "jpeg": [5, 63, 67, 92, 105], "text": [5, 19, 24, 30, 33, 45, 67, 76, 78, 106], "plain": 5, "hello": 5, "order_": [6, 7], "chw": [6, 7], "both": [6, 13, 22, 30, 33, 45, 57, 68, 82], "np": [6, 7, 10, 29, 30, 33, 37, 39, 48, 50, 52, 82, 86], "uint8": [6, 7], "float32": [6, 7, 10, 25, 27, 28, 39], "ar": [6, 10, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 29, 30, 33, 34, 35, 39, 42, 43, 44, 45, 47, 52, 55, 58, 59, 60, 63, 67, 68, 69, 72, 73, 74, 75, 79, 80, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 99, 100, 101, 102, 103, 104, 105], "order": [6, 7, 59, 76, 77, 106], "rgb_encod": [6, 9], "custom_imag": [6, 7], "data_cwh": 6, "cwh": 6, "data_int": 6, "use_float": [6, 7], "mode": [6, 7, 8, 22, 34, 37, 58, 60, 67, 80, 83, 88], "1606x1870": [6, 7], "0x7fb9b89bbdc0": 6, "0x7fb9b89bbe50": 6, "0x7fb9b89bbdf0": 6, "invers": 6, "oper": [6, 30, 33, 38, 39, 40, 42, 43, 59, 68, 106], "ndarrai": [7, 10, 29, 30, 33, 37, 39, 43, 48, 50, 52, 82, 86], "channel": [7, 8, 31, 59, 64, 65, 83], "jpegimageplugin": [7, 60], "jpegimagefil": [7, 60], "0x7f9ec37389d0": 7, "shape": [7, 39, 43, 50, 71, 82], "dtype": [7, 39], "3": [7, 10, 12, 13, 14, 15, 21, 22, 39, 40, 43, 45, 47, 52, 54, 59, 62, 67, 75, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108, 109], "1870": 7, "1606": 7, "whc": 7, "": [7, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 29, 34, 35, 37, 45, 47, 57, 59, 67, 82, 85, 93], "result": [7, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 37, 40, 43, 45, 47, 48, 50, 51, 71, 74, 75, 82, 86, 93, 94, 100], "same": [7, 8, 39, 44, 82, 85], "torchvis": [7, 56, 106], "transform": [7, 8, 55, 56, 57, 58, 76, 106], "to_tensor": [7, 57, 58], "process": [8, 9, 11, 13, 14, 16, 17, 22, 31, 34, 36, 37, 39, 57, 59, 62, 64, 65, 66, 73, 82, 109], "manipul": [8, 66], "python": [8, 37, 62, 85, 107, 108, 109], "librari": [8, 34, 57, 59, 62, 109], "It": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 35, 36, 47, 48, 50, 54, 57, 58, 66, 68, 69, 82, 85, 86, 98, 109], "multipl": [8, 10, 16, 30, 33, 37, 39, 43, 67], "ad": [8, 12, 59, 68, 69, 76], "background": [8, 9, 25, 27, 28, 30, 61, 67, 71, 106], "check": [8, 11, 37, 42, 68, 72, 73, 78, 89, 92, 102, 105, 109], "alpha": [8, 31, 64, 65], "design": [8, 22, 29, 33, 35, 36], "simplifi": [8, 90], "common": [8, 58], "relat": [8, 12, 14, 17, 66, 73, 86], "task": [8, 21, 22, 33, 36, 47, 57], "applic": [8, 57, 74, 79, 98], "kei": [8, 18, 22, 30, 59, 68, 75, 82], "featur": [8, 13, 18, 30, 32, 33, 39, 43, 69, 71, 74, 75, 76, 82, 90], "binari": [8, 86], "like": [8, 12, 19, 24, 58, 59, 79, 85, 109], "onc": 8, "particularli": [8, 22, 29, 35, 36, 69, 85], "requir": [8, 10, 20, 21, 39, 48, 68, 69, 94, 100, 109], "preprocess": [8, 20, 29, 30, 34, 39, 64, 106], "befor": [8, 37, 39, 68, 82], "further": 8, "analysi": [8, 40], "force_background": [8, 59], "appli": [8, 15, 18, 20, 31, 39, 47, 48, 50, 57, 59, 62, 82, 86], "necessari": [8, 39, 74, 79], "ha": [8, 23, 45, 58, 83, 98, 107, 108], "4": [8, 12, 15, 17, 18, 22, 37, 38, 39, 40, 43, 47, 52, 62, 64, 65, 67, 75, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108], "avoid": [8, 74], "anomali": 8, "dure": [8, 29, 37, 76, 97, 105], "subsequ": [8, 30, 47], "union": [8, 13, 14, 15, 16, 17, 18, 21, 22, 30, 33, 37, 39, 47, 52, 57, 59, 67, 69, 72, 73, 80], "retain": 8, "typeerror": [8, 52, 57, 58, 59, 72, 73, 80], "isinst": 8, "list": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 39, 43, 45, 47, 48, 51, 54, 57, 58, 59, 60, 72, 73, 80, 81, 82, 89, 91, 94, 100, 104], "tupl": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 39, 40, 43, 45, 47, 48, 51, 59, 82, 90, 91, 93, 94, 95, 98, 99, 100, 101, 102, 103, 104], "take": [8, 54, 59], "singl": [8, 16, 33, 37, 39, 58, 59, 76, 82, 86], "call": [8, 26, 67], "each": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 29, 34, 39, 43, 50, 57, 66, 76, 78, 82, 83, 98], "item": [8, 10, 18], "batch": [8, 64, 65, 82, 83, 102], "multiimagestyp": [8, 30, 33, 39, 48], "iter": [8, 59, 62, 73], "img_path": 8, "image1": 8, "image2": 8, "loaded_imag": 8, "len": [8, 60], "all": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 26, 29, 30, 33, 34, 38, 39, 40, 42, 43, 45, 51, 52, 62, 64, 65, 68, 70, 71, 75, 77, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "pillow": [8, 56, 106], "boolean": [8, 39], "tool": [9, 16, 24, 29, 31, 38, 39, 40, 41, 47, 62, 70, 76, 96, 98], "basic": [9, 57, 61, 73], "grid_background": 9, "grid_transpar": 9, "blob": [9, 71, 106], "to_blob_url": 9, "load_image_from_blob_url": 9, "is_valid_image_blob_url": 9, "decod": [9, 37, 106], "rgb_decod": 9, "load_imag": [9, 24, 51, 67], "has_alpha_channel": 9, "layer": [9, 86, 106], "istack": 9, "download_image_from_url": 9, "is_http_url": 9, "mai": [10, 14, 17, 39, 63, 67, 74, 79, 85, 105, 107, 108], "block": [10, 29, 33, 34], "togeth": 10, "new": [10, 23, 29, 52, 64, 65, 67, 68, 73], "similar": [10, 12, 19, 30, 33, 39, 43, 59, 79, 82, 106], "techniqu": [10, 31, 37], "p": [10, 74, 75, 79, 82], "need": [10, 16, 34, 45, 48, 85, 89, 91, 94, 97, 100, 104], "stack": [10, 82], "addition": 10, "second": [10, 22, 39, 44, 78], "element": [10, 82], "rang": [10, 39, 43, 48], "left": [10, 47, 48, 52, 86], "0": [10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 29, 30, 34, 38, 39, 40, 43, 45, 47, 48, 50, 52, 54, 57, 58, 59, 62, 67, 68, 72, 73, 74, 75, 76, 79, 80, 81, 82, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108, 109], "right": [10, 47, 52, 86], "two": [10, 22, 39, 44, 62, 78, 97], "dimension": [10, 82], "h": [10, 25, 27, 28, 50, 71], "w": [10, 25, 27, 28, 50, 71, 82], "posit": [10, 39, 47, 48, 90], "target": [10, 19, 25, 27, 28, 30, 48, 59], "By": [10, 45], "first": [10, 12, 16, 22, 34, 39, 44, 78], "howev": [10, 39], "solid": [10, 47], "pure": [10, 71], "lime": [10, 71], "nian": 10, "nian_lim": 10, "yellow": [10, 67], "5": [10, 12, 16, 21, 22, 39, 40, 43, 45, 48, 50, 52, 57, 58, 59, 60, 67, 74, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "9": [10, 12, 22, 39, 43, 52, 59, 67, 80, 89, 90, 91, 93, 94, 97, 98, 99, 100, 101, 103, 104], "nian_tran": 10, "custom": [10, 13, 14, 15, 16, 17, 18, 21, 29, 33, 34, 37, 40, 47, 48, 50, 58, 59, 67, 68, 72], "mask": [10, 25, 27, 28, 48, 50, 71], "hs1": 10, "ab": 10, "linspac": 10, "ws1": 10, "nian_mask": 10, "hxw": [10, 25, 27, 28, 50], "download": 11, "special": [11, 12], "github": [11, 51, 107, 108, 109], "hug": [11, 18, 29, 30, 33, 34, 39, 59, 82], "face": [11, 18, 19, 20, 29, 30, 33, 34, 39, 52, 54, 59, 67, 73, 82, 90, 106], "progress": [11, 64, 65, 83], "track": 11, "host": [11, 12, 15, 20, 23, 30, 39, 45, 60, 75, 83, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104, 109], "main": [11, 17, 20, 21, 24, 29, 30, 33, 34, 39, 59, 67, 69, 71, 74, 85, 109], "compon": [11, 12, 22, 29, 30, 33, 34, 85], "http": [11, 51, 71, 109], "intern": [11, 33, 55, 68], "silent": [11, 64, 65, 83], "expected_s": 11, "kwarg": [11, 12, 13, 14, 15, 16, 17, 18, 21, 29, 30, 33, 34, 35, 47, 48, 67, 69], "suppress": [11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 24, 34, 47, 83], "bar": 11, "displai": [11, 30, 33, 64, 65], "expect": [11, 37, 59], "session": 11, "get": [11, 25, 27, 28, 30, 38, 40, 60, 61, 67, 71, 74, 77, 82, 88, 90, 95, 97, 99, 101, 103], "especi": 11, "hf": 11, "request": 11, "requestexcept": 11, "fail": [11, 13], "unidentifiedimageerror": 11, "com": [11, 51, 109], "ftp": 11, "booru": 12, "yolo": [12, 18, 20, 32, 106], "aperveyev": 12, "deepgh": [12, 13, 14, 15, 16, 17, 18, 20, 23, 39, 43, 45, 60, 75, 79, 83, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104, 109], "overal": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 26, 38, 39, 40, 42, 43, 45, 51, 62, 64, 65, 70, 77, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "benchmark": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 26, 38, 39, 40, 42, 43, 45, 51, 62, 64, 65, 70, 77, 83, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "explan": 12, "No": [12, 67, 107, 108], "head": [12, 19, 24, 51, 73, 90, 99, 106], "anim": [12, 13, 14, 15, 16, 17, 18, 19, 21, 26, 28, 38, 39, 40, 42, 51, 53, 54, 60, 67, 70, 71, 73, 74, 77, 83, 90, 91, 94, 95, 99, 100, 101, 103, 104, 109], "pretti": 12, "girl": [12, 45, 73], "onli": [12, 13, 14, 15, 16, 17, 18, 21, 24, 39, 68, 73, 74, 79, 82, 97], "bust": 12, "torso": 12, "part": [12, 50, 51, 52], "collarbon": 12, "center": [12, 48, 58, 59], "pair": [12, 22, 33], "cover": [12, 20, 48, 67, 73], "breast": [12, 20, 73, 74, 75, 79, 81, 82], "boob": 12, "bra": 12, "nippl": [12, 13, 47, 67], "mostli": [12, 16], "visibl": [12, 24], "nsfw": [12, 47, 96, 106], "shld": 12, "shoulder": [12, 52], "mayb": 12, "one": [12, 33, 37, 43, 45, 59, 73, 82], "view": [12, 45], "profil": 12, "exactli": 12, "rear": 12, "exclud": 12, "sideb": 12, "uncov": 12, "other": [12, 39, 45, 59, 78, 81, 90], "visual": [12, 13, 14, 15, 16, 18, 19, 21, 39, 41, 51, 53, 82, 106], "mark": 12, "belli": [12, 20], "button": [12, 29, 75], "hip": [12, 52], "half": [12, 16, 73], "stock": 12, "line": [12, 26, 27, 54], "knee": [12, 52], "below": [12, 54, 70, 109], "6": [12, 22, 24, 39, 43, 52, 59, 62, 72, 73, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108], "nopan": 12, "panti": [12, 76], "cloth": 12, "bikini": 12, "regardless": 12, "censor": [12, 19, 47, 48, 94, 100, 106], "evid": 12, "7": [12, 13, 15, 16, 17, 18, 34, 39, 43, 45, 47, 50, 52, 59, 67, 72, 73, 79, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "butt": 12, "buttock": [12, 20], "least": [12, 36, 37, 69], "partial": 12, "behind": 12, "more": [12, 13, 32, 33, 45, 52, 57, 67, 85, 88], "less": [12, 13, 15, 21, 89], "stand": [12, 67, 74, 75, 79, 82], "sit": [12, 73], "ass": 12, "split": [12, 79], "leg": [12, 67], "wide": [12, 67], "90": 12, "degre": [12, 48], "typic": [12, 13, 30, 59], "abov": [12, 13, 14, 15, 16, 17, 18, 21, 50, 91, 94, 100, 104], "10": [12, 23, 29, 39, 43, 48, 52, 59, 62, 89, 90, 91, 94, 97, 98, 100, 101], "sprd": 12, "strongli": [12, 83], "11": [12, 39, 52, 89, 90, 91, 94, 97, 98, 100, 101], "vsplt": 12, "pose": [12, 39, 106], "12": [12, 24, 39, 47, 52, 59, 89, 90, 91, 94, 97, 98, 100, 101], "vsprd": 12, "vsplit": 12, "13": [12, 39, 52, 90, 91, 94, 98, 101, 103], "full": [12, 67], "almost": 12, "side": [12, 46, 73, 105], "usual": [12, 43], "ly": 12, "14": [12, 52, 59, 90, 91, 94, 98, 101, 109], "wing": [12, 73], "dragon": 12, "poni": 12, "15": [12, 42, 44, 52, 59, 90, 91, 94, 98, 101, 107, 108], "feral": 12, "four": [12, 13, 90], "non": [12, 13, 14, 15, 16, 17, 18, 20, 21, 34, 47, 95], "human": [12, 13, 14, 15, 16, 17, 18, 21, 51, 53, 89], "16": [12, 52, 59, 62, 64, 65, 90, 94, 98, 101], "hdrago": 12, "style": [12, 16, 21, 48, 103, 109], "17": [12, 52, 59, 98, 103], "hponi": 12, "18": [12, 20, 52, 59, 94, 98, 100, 107, 108], "hfox": 12, "cartoon": 12, "fox": 12, "dog": 12, "zootopia": 12, "nick": 12, "wild": 12, "19": [12, 52, 98], "hrabb": 12, "rabbit": 12, "judi": 12, "hopp": 12, "bunnygirl": 12, "20": [12, 29, 52, 59, 67, 98], "hcat": 12, "cat": [12, 73, 80], "catgirl": 12, "sharp": 12, "muzzl": 12, "compar": [12, 22, 33], "21": [12, 16, 52, 59, 103], "hbear": 12, "bear": 12, "22": [12, 52, 59], "jacko": 12, "memet": 12, "jack": 12, "o": [12, 67, 69, 79, 82, 94, 97, 107, 108], "contest": 12, "toward": [12, 52], "viewer": [12, 67], "23": [12, 52, 59], "jackx": 12, "sometim": 12, "24": [12, 39, 43, 52, 59, 62], "hhors": 12, "hors": 12, "implement": [12, 30, 33, 44, 85], "aa09": 12, "25": [12, 15, 20, 34, 44, 59, 103], "hbird": 12, "bird": 12, "name": [12, 13, 14, 15, 16, 17, 18, 21, 23, 29, 30, 33, 34, 39, 40, 45, 47, 52, 57, 58, 59, 74, 79, 82, 83, 89, 90, 93, 95, 98, 99, 101, 102, 103], "releas": 12, "time": [12, 69, 83], "yolov8s_pp09": 12, "2023": 12, "focus": 12, "class": [12, 14, 17, 18, 29, 30, 31, 33, 34, 37, 47, 48, 52, 55, 57, 59, 60, 66, 67, 69, 73, 90, 91, 94, 95, 99, 100, 101, 103, 104], "advanc": [12, 109], "capabl": [12, 30, 37, 45], "specif": [12, 13, 18, 29, 30, 33, 35, 37, 47, 52, 55, 57, 59, 69, 70, 90, 94, 100], "scenario": [12, 74, 79, 85], "yolov8s_pp12": 12, "2024": 12, "final": 12, "patch": 12, "continu": 12, "focu": [12, 67], "enhanc": [12, 32, 106], "improv": [12, 23, 82], "previou": 12, "yolov8m_pp13": 12, "offer": [12, 15, 16, 17, 22, 57, 69, 97], "yolov8n_as01": 12, "spinoff": 12, "26": [12, 59], "train": [12, 13, 14, 15, 16, 17, 18, 21, 39, 40, 74, 75, 76, 79, 83, 94, 100], "80": 12, "epoch": 12, "sfw": 12, "subset": 12, "wa": 12, "eventu": 12, "abandon": 12, "due": [12, 38, 39, 74, 79, 85, 90, 105], "ineffect": 12, "yolov8m_as02": 12, "start": [12, 37, 48, 67, 106], "30": [12, 21, 48], "public": [12, 30], "friendli": [12, 109], "reduc": [12, 39, 50, 82], "yolov8m_as03": 12, "as02": 12, "60": 12, "aim": 12, "bottleneck": 12, "reproduc": 12, "yolov8s_aa06": 12, "initi": [12, 29, 30, 34, 37, 47, 60, 73], "current": [12, 58, 64, 67, 94, 100, 107, 108, 109], "reincarn": 12, "some": [12, 29, 32, 39, 43, 44, 48, 61, 72, 74, 75, 79, 82, 83, 85, 92, 105, 107, 108], "yolov8s_aa09": 12, "updat": [12, 29, 30, 33, 34, 68], "dataset": [12, 13, 14, 15, 16, 17, 18, 21, 40, 43, 82, 96], "closeup": 12, "adjust": [12, 34, 43, 73], "larg": [12, 27, 30, 39, 82], "hat": [12, 73], "aa06": 12, "yolov8s_aa10": 12, "major": 12, "fix": 12, "issu": [12, 18, 64], "wear": 12, "yolov8s_aa11": 12, "latest": [12, 34, 74, 79], "mainstream": 12, "aa10": 12, "outstand": 12, "map": [12, 29, 45, 51, 72, 73, 76, 80, 81, 86, 98, 102], "score": [12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 29, 30, 33, 38, 40, 42, 43, 45, 51, 52, 54, 76, 80, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "though": 12, "note": [12, 16, 39, 48, 67, 90, 94, 97, 100, 107, 108], "complet": [12, 34, 48, 90, 96, 106], "fair": 12, "bias": 12, "model_nam": [12, 13, 14, 15, 16, 17, 18, 21, 29, 30, 33, 34, 40, 47, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "conf_threshold": [12, 13, 14, 15, 16, 17, 18, 21, 34, 47], "iou_threshold": [12, 13, 14, 15, 16, 17, 18, 20, 21, 34, 47], "perform": [12, 16, 20, 21, 23, 30, 33, 34, 39, 45, 47, 48, 51, 59, 74, 85, 97, 98, 107, 108], "confid": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 34, 40, 45, 47, 52, 54, 75, 82], "threshold": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 25, 34, 39, 42, 43, 45, 47, 50, 54, 74, 75, 79, 82, 89, 97], "iou": [12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 34, 47], "bounding_box": 12, "x1": [12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 34, 47, 48], "y1": [12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 34, 47, 48], "x2": [12, 20, 22], "y2": [12, 20, 22], "box": [12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 45, 51], "f": [12, 17, 22, 39, 43, 67, 86], "2f": 12, "point": [13, 17, 39, 52, 59], "femal": [13, 20, 47, 73], "genit": 13, "male": [13, 20, 73], "anime_censor_detect": 13, "yolov8": [13, 14, 15, 16, 17, 18, 21], "model": [13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 26, 27, 28, 29, 30, 31, 33, 34, 38, 39, 40, 43, 45, 47, 51, 52, 54, 59, 62, 63, 64, 65, 66, 67, 70, 74, 75, 76, 77, 79, 82, 83, 86, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 106, 109], "v1": [13, 14, 15, 16, 17, 21, 47, 67, 82], "identifi": [13, 29, 37, 64], "locat": 13, "anatom": 13, "analyz": [13, 20, 40], "data": [13, 16, 18, 35, 37, 39, 51, 58, 66, 67, 74, 76, 94, 100, 106, 107, 108, 109], "either": [13, 14, 15, 16, 17, 33, 39, 59, 82, 86], "standard": [13, 15, 16, 17, 35, 59, 85], "n": [13, 14, 15, 16, 17, 18, 21, 37, 39, 47, 59, 67], "nano": [13, 15, 16, 17, 47], "faster": [13, 14, 15, 16, 17, 18, 47], "while": [13, 15, 16, 17, 24, 34, 46, 48, 62, 85], "slower": [13, 21], "construct": [13, 14, 16, 17, 47, 82], "intersect": [13, 14, 15, 16, 17, 18, 21, 22, 47], "over": [13, 14, 15, 16, 17, 18, 21, 22, 23, 47, 73], "merg": [13, 14, 15, 16, 17, 39], "integ": [13, 37, 43, 52, 59], "x0": [13, 14, 15, 16, 17, 18, 21, 24, 34, 47, 48], "y0": [13, 14, 15, 16, 17, 18, 21, 24, 34, 47, 48], "bound": [13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 51], "indic": [13, 39, 52, 55, 74, 79, 82], "nipple_f": [13, 47], "peni": [13, 47], "pussi": [13, 47, 67], "runtimeerror": [13, 29, 33], "detection_visu": [13, 14, 15, 16, 18, 19, 21], "nude_girl": [13, 47], "365": 13, "264": 13, "399": 13, "289": [13, 14], "7473511695861816": 13, "224": [13, 57, 58, 59], "260": 13, "252": 13, "285": 13, "6830288171768188": 13, "206": 13, "523": [13, 47, 48], "240": 13, "608": 13, "6799028515815735": 13, "matplotlib": [13, 14, 15, 16, 24, 51], "pyplot": [13, 14, 15, 16, 51], "plt": [13, 14, 15, 16, 51], "imshow": [13, 14, 15, 16, 51], "anime_eye_detect": 14, "allow": [14, 15, 17, 18, 21, 30, 34, 37, 55, 57, 59, 85], "trade": [14, 16], "off": [14, 16], "speed": [14, 15, 16, 17, 18, 21, 25, 83], "accuraci": [14, 15, 16, 17, 18, 21, 45, 89, 91, 94, 97, 100, 104], "higher": [14, 15, 16, 17, 18, 20, 23, 97], "consid": [14, 17, 22, 39, 45, 48, 50, 60, 73, 94, 100], "overlap": [14, 16, 17, 18, 22, 64, 65, 74, 75, 77, 79, 82, 83, 106], "coordin": [14, 15, 16, 17, 18, 24, 34, 48, 52, 62], "alwai": [14, 16, 17, 18, 45], "except": [14, 17, 37, 55, 59, 67], "predict": [14, 18, 21, 29, 30, 33, 34, 75, 82, 89, 91, 93, 94, 97, 98, 100, 102, 104], "yolo_predict": [14, 21, 32], "squat": [14, 16, 51], "297": 14, "239": [14, 45], "341": 14, "271": 14, "7760562896728516": 14, "230": 14, "263": 14, "308": 14, "7682342529296875": 14, "createml": 15, "huggingfac": [15, 17, 39, 45, 59, 62, 71, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104], "anime_face_detect": 15, "user": [15, 21, 29, 30, 33, 34, 37, 60, 69, 109], "balanc": [15, 17, 21, 67], "system": [15, 16, 25, 55, 59, 94, 100], "overhead": [15, 16, 25, 85], "avail": [15, 21, 24, 29, 30, 37, 39, 45, 48, 55, 59, 67, 80, 88, 89, 91, 94, 100, 104], "v0": [15, 21, 64, 65], "overrid": [15, 21], "auto": [15, 21, 51, 69, 88], "mostima_post": [15, 18], "29": [15, 18, 59], "441": [15, 18], "204": [15, 18], "584": [15, 18], "7874319553375244": [15, 18], "346": [15, 18], "59": [15, 18], "529": [15, 18], "275": [15, 18], "7510495185852051": [15, 18], "606": [15, 18], "51": [15, 18, 59], "895": [15, 18], "336": [15, 18], "6986488103866577": [15, 18], "upper": [16, 47], "bodi": [16, 21, 51, 52, 54, 67], "anime_halfbody_detect": 16, "pleas": [16, 23, 38, 39, 45, 64, 66, 68, 83, 90, 94, 97, 100, 107, 108], "primari": [16, 90, 93, 95, 99, 101, 103], "purpos": 16, "crop": [16, 50, 57, 58, 59, 67], "illustr": [16, 67, 91, 93], "therefor": [16, 39, 107, 108], "consist": [16, 39], "person": [16, 19, 22, 24, 34, 51, 99, 106], "peopl": [16, 80], "guarante": [16, 45], "you": [16, 18, 19, 21, 26, 45, 48, 64, 65, 82, 83, 85, 88, 89, 90, 91, 94, 97, 100, 104, 109], "inde": 16, "recommend": [16, 23, 39, 42, 43, 82, 83, 94, 100], "approach": 16, "detect_person": [16, 19, 24, 51], "individu": [16, 22, 37, 57, 66], "obtain": [16, 26, 38, 39], "local": [16, 60, 107, 108], "flexibl": [16, 57, 58], "lower": [16, 42, 43, 45, 47], "127": 16, "629": 16, "637": 16, "9040350914001465": 16, "anime_hand_detect": 17, "choos": [17, 21, 45], "35": [17, 59, 67, 74, 82], "configur": [17, 29, 39, 57, 58, 59, 106], "suit": 17, "case": [17, 23, 39, 42], "defin": [17, 21, 39, 67, 86], "being": 17, "label": [17, 18, 20, 22, 23, 24, 29, 30, 33, 34, 39, 40, 45, 76, 98, 102], "infer": [17, 20, 23, 30, 33, 34, 51, 64, 65, 88, 97], "anime_imag": 17, "bbox": 17, "conf": 17, "customiz": [18, 24], "integr": [18, 30, 74, 109], "repositori": [18, 29, 30, 33, 34, 39], "anime_head_detect": 18, "contribut": 18, "our": 18, "develop": [18, 83, 109], "yolo11": 18, "architectur": 18, "usag": [18, 29, 30, 66, 67, 68, 74, 85, 86, 105], "head_detect_v2": 18, "0_": 18, "equal": [18, 48], "deprec": [18, 23, 38], "remov": [18, 23, 29, 34, 38, 45, 62, 71, 73, 75, 76, 81, 82], "futur": [18, 23], "help": [18, 39, 50, 62], "For": [18, 19, 21, 22, 30, 39, 45, 52, 66, 82, 88], "instead": [18, 23, 76], "detect_head": [19, 24], "booru_yolo": [19, 106], "detect_with_booru_yolo": 19, "detect_censor": [19, 47, 94, 100], "ey": [19, 48, 52, 67, 73, 106], "detect_ey": 19, "detect_fac": 19, "halfbodi": [19, 90, 99, 106], "detect_halfbodi": 19, "hand": [19, 52, 54, 67, 73, 106], "detect_hand": 19, "nudenet": [19, 106], "detect_with_nudenet": 19, "calculate_i": 19, "bboxes_similar": 19, "detection_similar": 19, "detect_text": 19, "nuditi": 20, "run": [20, 25, 29, 30, 34, 83, 88, 105, 106], "nm": 20, "postprocess": 20, "onnx": [20, 29, 30, 33, 34, 75, 88, 98], "nudenet_onnx": 20, "notai": 20, "tech": 20, "detail": [20, 62, 66, 67, 88, 90], "respect": 20, "female_genitalia_cov": 20, "genitalia": 20, "face_femal": 20, "buttocks_expos": 20, "expos": 20, "female_breast_expos": 20, "female_genitalia_expos": 20, "male_breast_expos": 20, "anus_expos": 20, "anu": 20, "feet_expos": 20, "feet": [20, 52, 54], "belly_cov": 20, "feet_cov": 20, "armpits_cov": 20, "armpit": 20, "armpits_expos": 20, "face_mal": 20, "belly_expos": 20, "male_genitalia_expos": 20, "anus_cov": 20, "female_breast_cov": 20, "buttocks_cov": 20, "onnxruntim": [20, 87, 106], "topk": [20, 29], "100": [20, 25, 34, 42, 59, 85], "45": [20, 43, 59], "score_threshold": 20, "number": [20, 29, 30, 33, 37, 39, 45, 52, 60, 62, 86, 89], "keep": [20, 79], "entir": 21, "anidet3": 21, "roboflow": 21, "m": 21, "x": [21, 39, 48, 52, 67, 85, 86, 102], "fastest": [21, 25], "most": [21, 29, 30, 33, 34], "confidence_scor": [21, 24], "genshin_post": [21, 46, 47, 48], "371": 21, "232": 21, "564": 21, "690": 21, "7533698678016663": 21, "135": [21, 52], "451": 21, "716": [21, 45], "6788613796234131": 21, "614": 21, "393": 21, "830": 21, "686": 21, "5612757205963135": 21, "1275": 21, "654": 21, "4047100841999054": 21, "calcul": [22, 30, 39, 42, 43], "comput": [22, 27, 30, 33, 41, 59, 85, 86, 98], "work": [22, 29, 30, 33, 36, 42, 69, 98], "aggreg": 22, "involv": 22, "segment": [22, 60, 106], "evalu": [22, 38], "algorithm": [22, 39, 42], "box1": 22, "box2": 22, "bboxtyp": 22, "measur": [22, 38, 39, 42], "divid": [22, 52], "4f": 22, "1429": 22, "bboxes1": 22, "bboxes2": 22, "liter": [22, 39, 48, 52, 64, 65, 80], "max": [22, 23], "raw": [22, 29, 30, 33, 37], "depend": [22, 67, 68, 105], "unknown": [22, 80], "hungarian": 22, "find": [22, 48], "optim": [22, 30, 39], "assign": [22, 23, 29, 39], "among": [22, 39], "averag": 22, "detect1": 22, "detect2": 22, "bboxwithscoreandlabel": 22, "group": [22, 29, 43, 76], "correspond": [22, 39, 45, 50, 59, 82, 98, 102], "combin": [22, 37, 45], "against": [22, 83], "ground": [22, 94, 100], "truth": [22, 94, 100], "car": 22, "85": [22, 74, 82], "75": 22, "text_detect": 23, "been": [23, 98], "migrat": 23, "ocr": [23, 106], "detect_text_with_ocr": [23, 106], "soon": 23, "paddleocr": [23, 45], "dbnetpp_resnet50_fpnc_1200e_icdar2015": 23, "05": [23, 59, 74, 75, 89, 90, 91, 93, 98, 99, 100, 101, 103, 104], "max_area_s": 23, "640": 23, "region": [23, 47, 50, 94, 100], "dbnet": 23, "do": [23, 50, 91], "640x640": 23, "ani": [23, 30, 33, 37, 39, 47, 57, 59, 62, 67, 72, 86, 88], "sinc": [23, 38], "appear": [24, 27], "font": 24, "pad": [24, 71], "see": [24, 67, 88], "text_pad": 24, "fontsiz": 24, "max_short_edge_s": 24, "fp": 24, "no_label": 24, "normal": [24, 30, 40, 57, 58, 59, 82], "predefin": [24, 73], "extract": [24, 25, 27, 28, 37, 39, 43, 45, 50, 59, 66, 67, 68, 69, 75, 82], "around": [24, 29, 34, 37, 54], "shortest": 24, "edg": [24, 54, 106], "maintain": [24, 34, 46, 52, 85, 109], "font_manag": 24, "fontproperti": 24, "properti": [24, 48, 52, 67, 69], "cv2": 25, "have": [25, 27, 39, 80, 81, 94, 100, 105], "lowest": 25, "resourc": [25, 106], "low_threshold": 25, "high_threshold": 25, "200": [25, 34, 59], "assum": [25, 27, 28, 71], "its": [25, 27, 28, 29, 39, 45, 46, 59, 68, 71, 74, 76, 88, 90, 91, 93, 94, 95, 98, 99, 100, 101, 103, 104], "low": [25, 33, 38, 40, 67, 79, 82, 83], "high": [25, 33, 34, 61, 67, 83, 97, 98], "outlin": 26, "comparison": [26, 74], "canni": [26, 106], "get_edge_by_canni": 26, "edge_image_with_canni": 26, "lineart": [26, 28, 106], "get_edge_by_lineart": 26, "edge_image_with_lineart": 26, "lineart_anim": [26, 106], "get_edge_by_lineart_anim": 26, "edge_image_with_lineart_anim": 26, "best": [27, 40, 48, 67], "effect": [27, 38, 47, 105], "closest": 27, "consum": 27, "amount": 27, "memori": [27, 29, 30, 34, 107, 108], "power": 27, "runtim": [27, 30, 88, 97], "coars": 27, "detect_resolut": [27, 28], "512": [27, 28, 54, 67, 83], "deeper": 27, "richer": 27, "probabl": [27, 30, 98], "extra": [27, 67], "increas": [27, 39], "resolut": [27, 28, 60, 83], "neural": [27, 28, 71, 86], "network": [27, 28, 71, 86], "classif": [29, 33, 86, 90, 91, 93, 94, 95, 96, 99, 100, 101, 103, 104], "those": [29, 97], "store": [29, 30, 34, 35, 67, 68], "well": [29, 42], "manag": [29, 30, 33, 34, 88, 106], "interact": [29, 30, 33, 34], "also": [29, 57, 82, 109], "token": [29, 30, 33, 34], "authent": [29, 30, 33, 34], "access": [29, 30, 33, 52, 67, 85], "privat": [29, 30, 31, 33, 43], "repo_id": [29, 30, 33, 34], "fn_preprocess": 29, "callabl": [29, 59], "hf_token": [29, 30, 33, 34], "comprehens": [29, 30], "imagepreprocessfunc": 29, "variabl": [29, 48, 88], "_model_nam": 29, "cach": [29, 30, 33, 34, 60, 87, 106], "_model": 29, "dictionari": [29, 35, 40, 57, 59, 67, 68, 69, 72, 73, 75, 90, 93, 95, 99, 101, 103], "_label": 29, "_hf_token": 29, "org": 29, "repo": [29, 59], "__init__": [29, 30, 31, 33, 34, 37, 48, 52, 60, 69, 73], "instanc": [29, 30, 34, 39, 47, 52, 59, 60, 73], "clear": [29, 30, 33, 34, 39, 68, 90, 94, 100], "free": [29, 30, 34], "up": [29, 30, 34, 73], "launch_demo": [29, 30, 33, 34], "default_model_nam": [29, 30, 33, 34], "server_nam": [29, 30, 33, 34], "server_port": [29, 30, 33, 34], "launch": [29, 30, 33, 34], "gradio": [29, 30, 33, 34], "demo": [29, 30, 33, 34, 79], "interfac": [29, 30, 33, 34, 85], "ui": [29, 33, 34], "make_ui": [29, 30, 33, 34], "server": [29, 30, 33, 34], "select": [29, 30, 33, 34, 39, 47, 60], "dropdown": [29, 30], "port": [29, 30, 33, 34], "importerror": [29, 34], "instal": [29, 33, 34, 62, 68, 106], "properli": [29, 33, 67], "usernam": [29, 34], "repo_nam": [29, 34], "model_v1": 29, "7860": [29, 30, 34], "submit": 29, "recent": [29, 30, 33, 34], "label_group": 29, "highest": [29, 98], "through": [29, 30, 59, 109], "error": [29, 37, 59, 82], "predict_fmt": 29, "fmt": [29, 30, 33, 40, 75, 82], "top5": 29, "logit": [29, 30, 33], "embed": [29, 30, 33, 37, 82], "dict": [29, 30, 37, 40, 51, 57, 58, 59, 67, 68, 69, 75, 82, 85, 90, 91, 93, 94, 95, 99, 100, 101, 103, 104], "top": [29, 48, 97], "k": 29, "e": [29, 30, 39, 61, 64, 65, 80, 83, 86], "g": [29, 30, 39, 61, 64, 65, 80, 82, 83], "top10": 29, "predict_scor": 29, "ia": 29, "conveni": [29, 52, 67, 109], "wrapper": [29, 34, 37], "id": [29, 30, 33, 34], "multimod": 30, "hub": 30, "discoveri": 30, "variant": [30, 33], "pipelin": [30, 57, 59], "pattern": [30, 39, 73], "direct": 30, "api": [30, 33], "control": [30, 67], "via": 30, "web": [30, 33], "deploy": [30, 98], "reus": 30, "lru": 30, "thread": [30, 33, 85, 105], "safe": [30, 33, 68, 74, 75, 85, 96, 98, 100, 105, 106], "demand": 30, "switch": 30, "image_encod": [30, 33], "upload": [30, 34], "enter": 30, "link": 30, "address": 30, "bind": 30, "organ": 30, "precomput": [30, 81], "cosin": 30, "scale": [30, 33, 47, 48, 52, 67, 71, 82, 107, 108], "complex": 30, "image_embed": 30, "text_embed": 30, "etc": [30, 59], "thei": [30, 39, 55, 59], "l2": [30, 82], "text_encod": [30, 33], "accept": 30, "_process_rgb": 31, "_process_alpha_channel_with_model": 31, "_process_rgba": 31, "attribut": 31, "classifi": [32, 90, 95, 96, 97, 99, 101, 103, 104, 106], "classifymodel": 32, "classify_predict_scor": 32, "classify_predict": 32, "classify_predict_fmt": 32, "imageenhanc": 32, "clip": [32, 59, 67, 106], "clipmodel": 32, "clip_image_encod": 32, "clip_text_encod": 32, "clip_predict": 32, "siglip": [32, 59, 106], "siglipmodel": 32, "siglip_image_encod": 32, "siglip_text_encod": 32, "siglip_predict": 32, "yolomodel": 32, "sigmoid": [33, 87], "loss": 33, "creation": [33, 57, 58, 69], "preprocessor": [33, 67], "reset": 33, "about": [33, 35], "hostnam": 33, "gr": [33, 34], "One": [33, 43], "detect": [34, 42, 45, 47, 51, 52, 53, 54, 72, 73, 88, 89, 94, 100, 106], "post": [34, 45], "helper": 34, "easi": 34, "metadata": [34, 40, 66, 68, 69, 106], "cleanup": 34, "associ": [34, 69], "default_conf_threshold": 34, "default_iou_threshold": 34, "environmenterror": [34, 62, 68], "environ": [34, 83, 85, 88, 106], "offlin": 34, "yolov5": 34, "allow_dynam": 34, "dynam": [34, 57], "300": [34, 59], "400": 34, "simpl": 34, "explicitli": 34, "read": [35, 36, 37, 66, 67, 68], "write": [35, 36, 37, 66, 68], "exif": [35, 36, 67], "gif": [35, 36, 67], "comment": 35, "These": [35, 38, 60], "retriev": [35, 39], "context": [35, 36], "ai": [35, 36, 69, 89], "found": [35, 48, 67, 90], "attempt": [35, 48, 59, 67, 69, 88], "commonli": [35, 59, 76, 86], "where": [35, 39, 67, 68, 82, 85], "look": [35, 45, 67, 90], "usercom": 35, "field": [35, 69], "dst_filenam": 35, "destin": [35, 67, 68, 69], "filenam": [35, 60], "pnginfo": [35, 37, 67, 69], "wai": [35, 67, 68], "geninfo": [36, 106], "lsb": [36, 69, 106], "signific": [36, 37, 39, 64, 69], "bit": [36, 37, 59, 69], "read_geninfo_paramet": 36, "read_geninfo_exif": 36, "read_geninfo_gif": 36, "write_geninfo_paramet": 36, "write_geninfo_exif": 36, "write_geninfo_gif": 36, "read_lsb_raw_byt": 36, "read_lsb_metadata": 36, "write_lsb_raw_byt": 36, "write_lsb_metadata": 36, "lsbreaderror": 36, "lsbextractor": 36, "imagelsbdataextractor": 36, "serialize_pnginfo": 36, "serialize_json": 36, "inject_data": 36, "steganographi": 37, "serial": 37, "json": 37, "compat": [37, 76], "inject": 37, "emb": [37, 82], "seamlessli": 37, "hidden": 37, "decompress": 37, "them": [37, 47, 57, 64, 68, 82], "gzip": 37, "written": 37, "appropri": [37, 45, 59, 67], "serializ": [37, 57], "err": 37, "caus": [37, 105], "multi": [37, 85], "get_next_n_byt": 37, "next": [37, 55], "get_one_byt": 37, "form": [37, 76], "read_32bit_integ": 37, "32": [37, 59], "interpret": [37, 52], "big": 37, "endian": 37, "enough": 37, "magic": 37, "stealth_pngcomp": 37, "extract_data": 37, "length": [37, 39, 46], "compress": 37, "along": [37, 39, 71], "robust": [37, 39], "skytnt": [38, 60, 71], "poor": 38, "anime_dbaesthet": [38, 41], "better": [38, 42, 62, 82, 83, 89, 91, 94, 97, 100, 104], "2053756": 38, "09986039996147156": 38, "1663584": 38, "24299287796020508": 38, "4886411": 38, "38091593980789185": 38, "2066024": 38, "5131649971008301": 38, "3670169": 38, "6011670827865601": 38, "5930006": 38, "7067991495132446": 38, "3821265": 38, "8237218260765076": 38, "5512471": 38, "9187621474266052": 38, "limit": [39, 74], "smaller": 39, "7eu7d7": [39, 79, 83, 109], "ccip_onnx": 39, "cluster": [39, 43], "refer": [39, 42, 66, 97], "relev": 39, "aforement": 39, "manual": [39, 48], "384": [39, 43, 57, 58, 59], "caform": 39, "randaug": 39, "prune": 39, "vector": 39, "pruned_fp32": 39, "5_fp32": 39, "feat": 39, "768": [39, 45, 67], "17847511429108218": 39, "1951224011983088": 39, "18397327797685215": 39, "y": [39, 48, 85], "16583099961280823": 39, "42947039008140564": 39, "4037521779537201": 39, "4371533691883087": 39, "40748104453086853": 39, "392294704914093": 39, "whether": [39, 45, 47, 59, 69, 72, 75, 82, 83], "belong": 39, "pairwis": 39, "matrix": 39, "5350548e": 39, "08": [39, 59, 99, 100], "6583106e": 39, "01": 39, "2947042e": 39, "0375218e": 39, "8025822e": 39, "3715334e": 39, "0748104e": 39, "2675274e": 39, "9229470e": 39, "j": 39, "th": 39, "dbscan": 39, "dbscan_2": 39, "dbscan_fre": 39, "optic": [39, 45], "optics_best": 39, "epsilon": 39, "ep": 39, "min_sampl": 39, "ccipclustermethodtyp": 39, "12921094122454668": 39, "1291187648928262": 39, "1836453739562513": 39, "distanc": 39, "_featureorimag": 39, "sampl": [39, 43, 67, 89, 90, 91, 93, 94, 95, 99, 100, 101, 103, 104], "neighborhood": [39, 62], "core": [39, 107, 108], "few": 39, "too": 39, "sensit": [39, 47, 82, 94, 100], "tune": 39, "guidelin": 39, "deal": [39, 66], "solut": [39, 48], "small": [39, 47], "advis": [39, 74], "significantli": 39, "separ": 39, "slightli": 39, "exhibit": 39, "regular": [39, 62], "outfit": 39, "awar": 39, "highli": 39, "so": [39, 42, 79, 83], "care": 39, "diff": 39, "07437477": 39, "0356068": 39, "04396922": 39, "05131693": 39, "assess": 40, "aesthet": [40, 41, 106], "danbooru": [40, 74, 77, 79, 94, 97], "hakubooru": 40, "kohakublueleaf": 40, "swinv2pv3_v0_448_ls0": 40, "2_x": 40, "percentil": 40, "_default_model_nam": 40, "masterpiec": [40, 67], "9831666690063624": 40, "8810615667538594": 40, "great": 40, "8225559148288356": 40, "good": [40, 45], "591020403706702": 40, "2888798940585766": 40, "243279223969715": 40, "worst": [40, 67], "005268185993767627": 40, "275707557797432": 40, "7977807857096195": 40, "56098810210824": 40, "670568235218525": 40, "1677918508648872": 40, "9305131509900093": 40, "6085879728198051": 40, "6834832429885864": 40, "16141420602798462": 40, "05435194447636604": 40, "025083942338824272": 40, "024000568315386772": 40, "027076328173279762": 40, "024589713662862778": 40, "3757021427154541": 40, "3451208472251892": 40, "1511985808610916": 40, "04740551486611366": 40, "02172713913023472": 40, "027498546987771988": 40, "03134724497795105": 40, "39281174540519714": 40, "22457796335220337": 40, "15563568472862244": 40, "10796019434928894": 40, "047730278223752975": 40, "0393439345061779": 40, "031940147280693054": 40, "13832266628742218": 40, "20687267184257507": 40, "2509062886238098": 40, "1644320785999298": 40, "11332042515277863": 40, "08270663768053055": 40, "043439216911792755": 40, "033693961799144745": 40, "03375888615846634": 40, "050045162439346313": 40, "16734018921852112": 40, "4311050772666931": 40, "23242227733135223": 40, "05163438618183136": 40, "012833272106945515": 40, "01619996316730976": 40, "03074900433421135": 40, "1396280825138092": 40, "5038207173347473": 40, "22299200296401978": 40, "07377689331769943": 40, "02854202501475811": 40, "026677291840314865": 40, "02838410809636116": 40, "026617199182510376": 40, "02508518099784851": 40, "06039097160100937": 40, "8043031692504883": 40, "get_aesthetic_scor": 41, "ccip": [41, 106], "ccip_extract_featur": 41, "ccip_batch_extract_featur": 41, "ccip_default_threshold": 41, "ccip_differ": 41, "ccip_sam": 41, "ccip_batch_differ": 41, "ccip_batch_sam": 41, "ccip_default_clustering_param": 41, "ccip_clust": 41, "ccip_merg": 41, "dbaesthet": [41, 106], "laplacian": [41, 106], "laplacian_scor": 41, "lpip": [41, 106], "lpips_extract_featur": 41, "lpips_differ": 41, "lpips_clust": 41, "psnr_": [41, 106], "psnr": [41, 65], "blur": [42, 47], "than": [42, 43, 47, 85, 89, 97], "seem": 42, "just": [42, 62, 91, 94, 97, 100, 104], "we": [42, 64, 83], "explor": 42, "bluri": 42, "hutao": [42, 71, 74, 75, 79, 82], "156": 42, "68285005210006": 42, "text_blur": 42, "2276": 42, "66629157129": 42, "real2": 42, "908745781486806": 42, "mmd": 42, "1072": 42, "8372572065527": 42, "richzhang": 43, "perceptualsimilar": 43, "chafen_arknight": 43, "rand": 43, "reach": 43, "995": 43, "cnn": 43, "f1": 43, "f2": 43, "f3": 43, "f4": 43, "f5": 43, "64": [43, 59, 62, 67, 83, 107, 108], "99": 43, "192": 43, "49": [43, 59], "256": [43, 57, 58, 64, 67], "img1": [43, 44, 82], "img2": [43, 44, 82], "anoth": 43, "16922694444656372": 43, "22250649333000183": 43, "6897575259208679": 43, "10956494510173798": 43, "6823137998580933": 43, "6837796568870544": 43, "nois": [43, 50, 62, 64], "inf": 44, "gaussian_20": 44, "dat": 44, "058228614646987": 44, "gaussian_3": 44, "27": [44, 59], "65611098737784": 44, "lq": 44, "29589659377844": 44, "recogn": [45, 59], "export": [45, 88], "recognit": 45, "ch_pp": 45, "ocrv4_det": 45, "heat_threshold": 45, "box_threshold": 45, "max_candid": 45, "1000": 45, "unclip_ratio": 45, "heat": 45, "candid": 45, "unclip": 45, "comic": [45, 91], "742": 45, "485": [45, 57, 58], "809": 45, "511": 45, "9543377610144915": 45, "682": 45, "98": 45, "734": 45, "124": 45, "9309689495575223": 45, "136": 45, "836": 45, "164": 45, "9042856988923695": 45, "144": 45, "455": 45, "196": 45, "874083638387722": 45, "719": 45, "835": 45, "488": 45, "8628696346175078": 45, "478": 45, "214": 45, "508": 45, "848871771901487": 45, "1030": 45, "557": 45, "1184": 45, "578": 45, "8352495440618789": 45, "427": 45, "129": 45, "553": 45, "154": 45, "8249209443996619": 45, "detect_model": 45, "recognize_model": 45, "ocrv4_rec": 45, "rotation_threshold": 45, "is_remove_dupl": 45, "rotat": [45, 48], "duplic": [45, 67], "mob": 45, "9356705927336156": 45, "shishou": 45, "8933000384412466": 45, "BUT": 45, "8730931912907247": 45, "oh": 45, "8417627579351514": 45, "mirror": 45, "7366019454049503": 45, "el": 45, "gato": 45, "iberico": 45, "7271127306351021": 45, "THAt": 45, "701928390168364": 45, "6965972578194936": 45, "chines": 45, "english": 45, "cannot": [45, 55, 57, 59, 69], "languag": 45, "func": [45, 87, 106], "japanes": [45, 67], "post_text": 45, "319": 45, "847": 45, "561": 45, "899": 45, "kancol": 45, "9130667787597329": 45, "552": 45, "811": 45, "791": 45, "921": 45, "1944": 45, "8566762346615406": 45, "820": 45, "558": 45, "850": 45, "fleet": 45, "collect": [45, 66], "8100635458911772": 45, "235": 45, "904": 45, "855": 45, "1009": 45, "\u6d77": 45, "6716076803280185": 45, "858": 45, "808": 45, "tsu": 45, "ka": 45, "NO": 45, "u": [45, 109], "mi": 45, "de": 45, "654507230718228": 45, "209": 45, "507": 45, "2888084133529467": 45, "japan_pp": 45, "ocrv3_rec": 45, "9230690942939336": 45, "8564870717047623": 45, "\u3044\u3064\u304b\u3042\u306e\u6d77\u3067": 45, "8061289060358996": 45, "8045396777081609": 45, "7311649382696896": 45, "\u8266\u3068\u308c\u308c": 45, "6648729016512889": 45, "ocrv2_det": 45, "ocrv3_det": 45, "ocrv4_server_det": 45, "ch_ppocr_mobile_slim_v2": 45, "0_det": 45, "ch_ppocr_mobile_v2": 45, "ch_ppocr_server_v2": 45, "en_pp": 45, "arabic_pp": 45, "ocrv2_rec": 45, "ocrv4_server_rec": 45, "0_rec": 45, "chinese_cht_pp": 45, "cyrillic_pp": 45, "devanagari_pp": 45, "en_number_mobile_v2": 45, "ka_pp": 45, "korean_pp": 45, "latin_pp": 45, "ta_pp": 45, "te_pp": 45, "dimens": [46, 59], "max_siz": [46, 57, 58, 59], "longer": 46, "after": [46, 59, 74, 79, 82], "1280": 46, "720": 46, "new_img": 46, "600": 46, "337": 46, "obscur": 47, "regist": [47, 48, 57, 58, 59], "rectangular": 47, "967": [47, 48], "143": [47, 48], "1084": [47, 48], "261": [47, 48], "246": [47, 48], "208": [47, 48], "331": [47, 48], "287": [47, 48], "662": [47, 48], "466": [47, 48], "705": [47, 48], "514": [47, 48], "479": [47, 48], "283": [47, 48], "326": [47, 48], "color_black": 47, "radiu": 47, "emoji": [47, 48], "penis": 47, "vagina": 47, "serv": [47, 59, 74], "foundat": 47, "inherit": [47, 59], "within": [47, 67, 74, 82], "fill": 47, "color_default": 47, "green": 47, "color_green": 47, "ffff00": 47, "color_ffff00": 47, "blur_4": 47, "blur_8": 47, "blur_12": 47, "pixelate_4": 47, "pixelate_8": 47, "pixelate_12": 47, "cl": 47, "arg": 47, "subclass": 47, "keyerror": 47, "alreadi": 47, "exist": [47, 68, 88, 91], "angl": 48, "end": [48, 67], "censor_area": [48, 49], "ratio_threshold": 48, "minimum": [48, 54, 60, 62], "total": [48, 107, 108], "star": [48, 79], "register_censor_method": [48, 49], "smiling_face_with_heart": 48, "twitter": 48, "appl": 48, "googl": 48, "microsoft": 48, "samsung": 48, "whatsapp": 48, "facebook": 48, "messeng": 48, "joypixel": 48, "openmoji": 48, "emojidex": 48, "mozilla": 48, "express": 48, "code": [48, 64, 79, 82], "_emojistyletyp": 48, "emoji_default": 48, "cat_fac": 48, "emoji_green": 48, "grinning_face_with_sweat": 48, "emoji_liuhanhuangd": 48, "minim": 48, "abl": [48, 55], "prefix": [48, 73, 78], "sum": 48, "cx": 48, "mass": 48, "occlus": 48, "cy": 48, "find_for_area": 48, "rectangl": 48, "corner": 48, "factor": [48, 59], "align": [49, 106], "align_maxs": 49, "censor_": [49, 106], "censor_nsfw": 49, "basecensor": 49, "colorcensor": 49, "blurcensor": 49, "pixelatecensor": 49, "imgcensor": [49, 106], "imagebasedcensor": 49, "emojibasedcensor": 49, "singleimag": 49, "squeez": [49, 106], "squeeze_with_transpar": 49, "fit": 50, "tightli": 50, "interest": 50, "jerry_with_spac": 50, "median_filt": 50, "median": 50, "kernel": 50, "larger": [50, 54, 84], "disabl": 50, "keypoint": [51, 52, 53, 54], "idea": 51, "research": 51, "auto_detect": 51, "out_bbox": 51, "person_detect_cfg": 51, "op18keypointset": [51, 53, 54], "rtmpose": 51, "config": [51, 58, 106, 109], "foot": [51, 52], "hand1": 51, "hand2": 51, "op18_visu": [51, 53], "0x7f5ca933f3d0": 51, "axesimag": 51, "0x7f5c98069790": 51, "all_": 52, "openpos": [52, 67], "op18": [52, 54], "__mul__": 52, "multipli": 52, "scalar": 52, "__truediv__": 52, "divisor": 52, "left_foot": 52, "left_hand": 52, "right_foot": 52, "right_hand": 52, "enum": 52, "enumer": 52, "symbol": [52, 79, 82], "make": [52, 57, 76, 86, 94, 98, 100], "readabl": [52, 82], "categor": 52, "nose": 52, "neck": 52, "elbow": 52, "wrist": 52, "ankl": 52, "ear": [52, 73, 80], "member": 52, "right_should": 52, "right_elbow": 52, "right_wrist": 52, "left_should": 52, "left_elbow": 52, "left_wrist": 52, "right_hip": 52, "right_kne": 52, "right_ankl": 52, "left_hip": 52, "left_kne": 52, "left_ankl": 52, "right_ey": 52, "left_ey": 52, "right_ear": 52, "left_ear": 52, "left_big_to": 52, "left_small_to": 52, "left_heel": 52, "right_big_to": 52, "right_small_to": 52, "right_heel": 52, "__int__": 52, "truncat": [52, 96, 106], "zero": 52, "must": [52, 73, 105], "preced": 52, "surround": 52, "whitespac": [52, 76], "36": [52, 59], "0b100": 52, "91": [52, 59], "112": 52, "92": [52, 59, 80], "113": [52, 59], "dwpose": [53, 106], "dwpose_estim": 53, "openpose18": 53, "op18_body_max": 53, "op18_body_min": 53, "op18_face_max": 53, "op18_face_min": 53, "op18_left_foot_max": 53, "op18_left_foot_min": 53, "op18_left_hand_max": 53, "op18_left_hand_min": 53, "op18_right_foot_max": 53, "op18_right_foot_min": 53, "op18_right_hand_max": 53, "op18_right_hand_min": 53, "keypoints_list": 54, "min_edge_s": 54, "draw_bodi": 54, "draw_hand": 54, "draw_feet": 54, "draw_fac": 54, "drawn": 54, "shorter": 54, "connect": 54, "ellips": 54, "facial": [54, 73, 90], "pars": [55, 57, 58, 66, 67, 106], "parser": [55, 57, 58, 67], "try": 55, "notparsetarget": 56, "register_pillow_transform": 56, "register_pillow_pars": 56, "create_pillow_transform": 56, "parse_pillow_transform": 56, "register_torchvision_transform": 56, "register_torchvision_pars": 56, "create_torchvision_transform": 56, "parse_torchvision_transform": 56, "register_creators_for_transform": 56, "notprocessortypeerror": 56, "create_transforms_from_transform": 56, "is_valid_size_dict": 56, "convert_to_size_dict": 56, "get_size_dict": 56, "create_clip_transform": 56, "create_transforms_from_clip_processor": 56, "create_convnext_transform": 56, "create_transforms_from_convnext_processor": 56, "create_vit_transform": 56, "create_transforms_from_vit_processor": 56, "create_siglip_transform": 56, "create_transforms_from_siglip_processor": 56, "create_bit_transform": 56, "create_transforms_from_bit_processor": 56, "create_blip_transform": 56, "create_transforms_from_blip_processor": 56, "create_mobilenetv2_transform": 56, "create_transforms_from_mobilenetv2_processor": 56, "tensor": [57, 58, 59, 68], "composit": [57, 59], "machin": [57, 86], "learn": [57, 86], "compos": [57, 58, 59], "sequenc": [57, 59, 73], "pillowcompos": [57, 59], "sequenti": 57, "decor": [57, 58, 59, 85], "facilit": 57, "creator": [57, 59], "tvalu": [57, 58], "describ": 57, "interpol": [57, 58, 59], "bicub": [57, 58, 59], "pillowres": [57, 59], "antialia": [57, 58, 59], "bilinear": [57, 58], "center_crop": [57, 58], "pillowcentercrop": [57, 59], "pillowtotensor": [57, 59], "maybe_to_tensor": [57, 58], "pillowmaybetotensor": 57, "std": [57, 58, 59], "pillownorm": [57, 59], "456": [57, 58], "406": [57, 58], "229": [57, 58], "225": [57, 58], "48500001430511475": 57, "4560000002384186": 57, "4059999883174896": 57, "2290000021457672": 57, "2240000069141388": 57, "22499999403953552": 57, "framework": 58, "extend": 58, "centercrop": 58, "totensor": 58, "maybetotensor": 58, "4850": 58, "4560": 58, "4060": 58, "2290": 58, "2240": 58, "2250": 58, "timm": 58, "interpolationmod": 58, "processor": [59, 107, 108], "vitimageprocessor": 59, "5906": 59, "33": 59, "donutimageprocessor": 59, "1901": 59, "70": [59, 83], "detrimageprocessor": 59, "1575": 59, "86": [59, 73], "clipimageprocessor": 59, "1374": 59, "73": 59, "videomaeimageprocessor": 59, "1093": 59, "convnextimageprocessor": 59, "648": 59, "65": 59, "segformerimageprocessor": 59, "533": 59, "00": 59, "beitimageprocessor": 59, "468": 59, "63": 59, "siglipimageprocessor": 59, "440": 59, "48": 59, "layoutlmv3imageprocessor": 59, "403": 59, "layoutlmv2imageprocessor": 59, "332": 59, "87": 59, "mllamaimageprocessor": 59, "qwen2vlimageprocessor": 59, "314": 59, "77": 59, "blipimageprocessor": 59, "276": 59, "55": 59, "idefics2imageprocessor": 59, "226": 59, "llavanextimageprocessor": 59, "215": 59, "bitimageprocessor": 59, "210": 59, "pix2structimageprocessor": 59, "conditionaldetrimageprocessor": 59, "53": 59, "samimageprocessor": 59, "52": 59, "deitimageprocessor": 59, "mask2formerimageprocessor": 59, "89": 59, "50": 59, "vivitimageprocessor": 59, "88": 59, "yolosimageprocessor": 59, "84": 59, "47": 59, "viltimageprocessor": 59, "41": 59, "detaimageprocessor": 59, "68": 59, "38": 59, "pixtralimageprocessor": 59, "mobilenetv2imageprocessor": 59, "mobilevitimageprocessor": 59, "61": 59, "34": [59, 107, 108], "dptimageprocessor": 59, "maskformerimageprocessor": 59, "28": 59, "nougatimageprocessor": 59, "ideficsimageprocessor": 59, "rtdetrimageprocessor": 59, "efficientnetimageprocessor": 59, "40": [59, 67], "deformabledetrimageprocessor": 59, "idefics3imageprocessor": 59, "fuyuimageprocessor": 59, "videollavaimageprocessor": 59, "pvtimageprocessor": 59, "09": 59, "oneformerimageprocessor": 59, "mobilenetv1imageprocessor": 59, "07": [59, 98, 99, 100, 103], "owlv2imageprocessor": 59, "chineseclipimageprocessor": 59, "efficientformerimageprocessor": 59, "llavaonevisionimageprocessor": 59, "swin2srimageprocessor": 59, "vithybridimageprocessor": 59, "owlvitimageprocessor": 59, "04": 59, "groundingdinoimageprocessor": 59, "03": 59, "perceiverimageprocessor": 59, "chameleonimageprocessor": 59, "levitimageprocessor": 59, "vitmatteimageprocessor": 59, "extens": [59, 74], "tri": 59, "def": [59, 85], "hasattr": 59, "feature_extractor": 59, "encount": 59, "becaus": 59, "until": 59, "successfulli": 59, "imageprocessor": 59, "autoimageprocessor": 59, "from_pretrain": 59, "openai": 59, "vit": 59, "patch32": 59, "pillowconvertrgb": 59, "48145467": 59, "4578275": 59, "40821072": 59, "26862955": 59, "2613026": 59, "2757771": 59, "size_dict": 59, "shortest_edg": 59, "invalid_kei": 59, "default_to_squar": 59, "height_width_ord": 59, "constraint": 59, "els": [59, 67, 107, 108], "incompat": 59, "longest_edg": 59, "param_nam": 59, "entri": 59, "conform": 59, "messag": [59, 83], "do_res": 59, "do_center_crop": 59, "crop_siz": 59, "do_rescal": 59, "rescale_factor": 59, "00392156862745098": 59, "do_norm": 59, "image_mean": 59, "image_std": 59, "do_convert_rgb": 59, "rescal": 59, "deviat": 59, "clipprocessor": 59, "crop_pct": 59, "tailor": 59, "convnext": 59, "percentag": 59, "prepar": 59, "replic": 59, "build": [59, 74, 82], "blip": 59, "255": 59, "openai_clip_mean": 59, "openai_clip_std": 59, "accord": 59, "behavior": 59, "mobilenetv2": 59, "per": 59, "equival": 59, "bg": 60, "strict_level": 60, "min_select": 60, "min_width": 60, "min_height": 60, "min_resolut": 60, "strict": [60, 94, 100], "get_imag": 60, "get_image_fil": 60, "list_image_fil": 60, "random_imag": 60, "randomli": 60, "random_image_fil": 60, "8057": 60, "000000": 60, "000001": 60, "000002": 60, "000003": 60, "000004": 60, "home": 60, "dgh": [60, 68, 109], "2400x1600": 60, "0x7feb86ed5160": 60, "003258": 60, "400x400": 60, "0x7feb86a748b0": 60, "quickli": 61, "backgroundimageset": 61, "list_bg_image_fil": 61, "get_bg_image_fil": 61, "get_bg_imag": 61, "random_bg_image_fil": 61, "random_bg_imag": 61, "opencv": 62, "denois": [62, 67], "inspir": [62, 71, 75, 82, 102], "mf666": [62, 102], "mist": 62, "fucker": 62, "diameter_min": 62, "diameter_max": 62, "sigma_color_min": 62, "sigma_color_max": 62, "sigma_space_min": 62, "sigma_space_max": 62, "radius_min": 62, "radius_max": 62, "eps_min": 62, "eps_max": 62, "b_iter": 62, "g_iter": 62, "random": [62, 80], "bilater": 62, "guid": 62, "stage": 62, "preserv": 62, "diamet": 62, "sigma": 62, "space": [62, 71, 82], "window": [62, 67], "term": 62, "contrib": 62, "noisy_imag": 62, "cleaned_img": 62, "cleaned_imag": 62, "blurri": [63, 67], "noisi": 63, "nafnet": [63, 106], "scunet": [63, 64, 106], "adversari": [63, 106], "remove_adversarial_nois": 63, "restore_with_nafnet": 63, "restore_with_scunet": 63, "ve": 64, "gaussian": 64, "To": 64, "correctli": 64, "credibl": 64, "rgg": [64, 65], "red": [64, 73], "gopro": 64, "sidd": 64, "tile_s": [64, 65, 83], "tile_overlap": [64, 65, 83], "batch_siz": [64, 65, 83], "nafnetmodeltyp": 64, "tile": [64, 65, 83], "gan": 65, "128": 65, "scunetmodeltyp": 65, "automatic1111": 66, "stabl": [66, 67, 89, 109], "diffus": [66, 67, 89], "webui": [66, 67, 68], "novelai": 66, "sdwui": 66, "submodul": 66, "nai": [66, 106], "docstr": 66, "sdmetadata": 66, "parse_sdmeta_from_text": 66, "get_sdmeta_from_imag": 66, "save_image_with_sdmeta": 66, "read_metadata": 66, "save_with_metadata": 66, "naimetadata": 66, "get_naimeta_from_imag": 66, "add_naimeta_to_imag": 66, "save_image_with_naimeta": 66, "formatt": 67, "a1111": 67, "sd_metadata_simpl": 67, "sd_metadata_complex": 67, "prompt": 67, "neg_prompt": 67, "neg": 67, "__str__": 67, "sd1": 67, "extrem": 67, "delic": 67, "beauti": 67, "offici": 67, "global": [67, 105], "illumin": 67, "soft": 67, "shadow": 67, "super": 67, "light": 67, "novel": [67, 69], "4k": 67, "metal_textur": 67, "striped_background": 67, "rich": 67, "cg": 67, "uniti": 67, "8k": 67, "wallpap": 67, "unreal": 67, "sci": 67, "fi": 67, "fantasi": 67, "silver_skin": 67, "cut": [67, 73], "silver_impossible_bodysuit": 67, "gem_on_chest": 67, "cut_silver_mechanical_leotard": 67, "headgear": [67, 73], "1_girl": 67, "solo": [67, 72, 73, 74, 75, 79, 80, 81, 82], "slim_waist": 67, "hair": [67, 73], "long": 67, "lumin": 67, "medium_breast": [67, 81], "indistinct_camelto": 67, "flat_crotch": 67, "coquettish": 67, "squint": 67, "evil_smil": 67, "dark_persona": 67, "mouth": 67, "wet": 67, "slim_fac": 67, "tall_girl": 67, "matur": 67, "mature_fac": 67, "slim_figur": 67, "slim_leg": 67, "groin": 67, "bare_thigh": 67, "easyneg": 67, "sketch": 67, "ugli": 67, "huge": 67, "logo": 67, "monochrom": [67, 93, 96, 106], "bad": 67, "mutat": 67, "horror": 67, "geometri": 67, "bad_prompt": 67, "miss": 67, "finger": 67, "limb": 67, "anatomi": 67, "interlock": 67, "digit": 67, "arm": 67, "2girl": 67, "deform": 67, "artist": 67, "blush": [67, 74, 75, 79, 82], "lipstick": 67, "skindent": 67, "tie": 67, "big_breast": 67, "thighhigh": [67, 74], "pubic_hair": [67, 73], "3d": [67, 91], "realist": 67, "slip": [67, 76], "head_out_of_fram": 67, "curvi": 67, "sampler": 67, "ddim": 67, "cfg": 67, "seed": 67, "3827064803": 67, "512x848": 67, "hash": 67, "eb49192009": 67, "anidosmix": 67, "skip": 67, "new_imag": 67, "let": 67, "what": 67, "nslim_fac": 67, "848": 67, "_sdmeta_text": 67, "directli": 67, "starri": 67, "night": 67, "daylight": 67, "euler": 67, "sd2": 67, "1girl": [67, 72, 73, 74, 75, 76, 79, 80, 81, 82], "blue": 67, "footwear": 67, "shoe": 67, "bang": [67, 73, 74, 79, 82], "indoor": 67, "sleev": 67, "ahog": [67, 73, 74, 75, 79, 82], "dress": [67, 73], "pot": 67, "plant": 67, "bag": [67, 74, 75, 79, 82], "bun": [67, 73], "lora": 67, "bluearchive10": 67, "bluearchiv": 67, "neg1": 67, "dpm": 67, "2m": 67, "sde": 67, "karra": 67, "2647703743": 67, "768x768": 67, "72bd94132e": 67, "cutemix": 67, "strength": 67, "controlnet": 67, "control_v11p_sd15_openpos": 67, "cab727d4": 67, "weight": 67, "perfect": 67, "param": 67, "hire": 67, "upscal": [67, 106], "latent": 67, "ti": 67, "339cc9210f70": 67, "66a7279a88dd": 67, "info": 67, "underli": [67, 85], "sd_meta": 67, "scope": 67, "dst_file": [67, 69], "webp": 67, "systemerror": [67, 69], "input_imag": 67, "output_imag": 67, "a41": 68, "safetensor": 68, "torch": 68, "command": [68, 109], "pip": [68, 109], "_check_env": 68, "model_fil": 68, "key1": 68, "value1": 68, "key2": 68, "value2": 68, "src_model_fil": 68, "dst_model_fil": 68, "new_metadata": 68, "john": 68, "doe": [68, 72, 80, 94, 100], "input_model": 68, "output_model": 68, "softwar": 69, "generation_tim": 69, "dataclass": 69, "encapsul": 69, "taken": 69, "alia": 69, "success": [69, 109], "add_lsb_meta": 69, "save_metainfo": 69, "metainfo": 69, "prefer": 69, "isneti": [70, 106], "get_isnetis_mask": 70, "segment_with_isneti": 70, "segment_rgba_with_isneti": 70, "co": 71, "seg": 71, "1024": [71, 82], "app": 71, "l8": 71, "00ff00": 71, "mask_": 71, "image_": 71, "hutao_seg": 71, "skadi": [71, 74, 75, 79, 82], "skadi_seg": 71, "drop": [72, 73, 74, 79, 81, 82], "cosplai": 72, "no_eyewear": 72, "eyewear": [72, 73], "span": [72, 73], "matter": [72, 73], "red_hair": [72, 73, 80, 81], "use_preset": 72, "custom_blacklist": 72, "onlin": 72, "preset": 72, "ones": 72, "neither": [72, 73], "nor": [72, 73], "anal_hair": 73, "anal_tail": 73, "arm_behind_head": 73, "arm_hair": 73, "arm_under_breast": 73, "arms_behind_head": 73, "bird_on_head": 73, "blood_in_hair": 73, "breasts_on_glass": 73, "breasts_on_head": 73, "cat_on_head": 73, "closed_ey": 73, "clothed_female_nude_femal": 73, "clothed_female_nude_mal": 73, "clothed_male_nude_femal": 73, "clothes_between_breast": 73, "cream_on_fac": 73, "drying_hair": 73, "empty_ey": 73, "face_to_breast": 73, "food_on_fac": 73, "food_on_head": 73, "game_boi": 73, "grabbing_anoth": 73, "s_hair": 73, "grabbing_own_breast": 73, "gun_to_head": 73, "head_between_breast": 73, "heart_in_ey": 73, "multiple_boi": 73, "multiple_girl": 73, "object_on_breast": 73, "object_on_head": 73, "paint_splatter_on_fac": 73, "parted_lip": [73, 74, 75, 79, 82], "penis_on_fac": 73, "person_on_head": 73, "pokemon_on_head": 73, "rabbit_on_head": 73, "rice_on_fac": 73, "severed_head": 73, "star_in_ey": 73, "sticker_on_fac": 73, "tentacles_on_mal": 73, "tying_hair": 73, "built": [73, 85], "mutabl": 73, "constructor": 73, "empti": 73, "hold": [73, 74, 75, 79, 82], "futa": 73, "cum": 73, "rub": 73, "shade": 73, "plai": 73, "drill": 73, "skin": 73, "sidelock": 73, "twintail": [73, 74, 75, 79, 82], "braid": 73, "afro": 73, "bald": 73, "dreadlock": 73, "ponytail": 73, "updo": 73, "beard": 73, "mustach": 73, "pointi": 73, "horn": 73, "tail": 73, "ornament": 73, "hairband": 73, "pupil": 73, "bow": [73, 74, 75], "headwear": 73, "ribbon": [73, 75, 79], "crown": 73, "cap": 73, "hairclip": [73, 79], "mole": 73, "halo": 73, "fluff": 73, "flower": [73, 74, 75, 79, 82], "glass": [73, 76], "fang": 73, "boi": 73, "beret": 73, "heterochromia": 73, "headdress": 73, "eyepatch": 73, "headphon": 73, "eyebrow": 73, "eyelash": 73, "sunglass": 73, "intak": 73, "scrunchi": 73, "ear_pierc": 73, "headband": 73, "ring": 73, "under_mouth": 73, "freckl": 73, "lip": 73, "eyelin": 73, "eyeshadow": 73, "tassel": 73, "whitelist_suffix": 73, "whitelist_prefix": 73, "whitelist_word": 73, "suffix": [73, 78], "pool": 73, "whitelist": 73, "blacklist": [73, 77, 106], "singular": 73, "plural": 73, "chair": 73, "whole": 73, "word": 73, "hear": 73, "72": 73, "outdat": 74, "anymor": 74, "baselin": 74, "practic": 74, "use_real_nam": [74, 79], "general_threshold": [74, 75, 82], "character_threshold": [74, 75, 82], "drop_overlap": [74, 75, 79, 82], "real": [74, 79, 96, 106], "renam": [74, 79], "redirect": [74, 79], "mani": [74, 79], "websit": [74, 79], "rate": [74, 75, 82, 94, 96, 106], "char": [74, 75, 82], "9897817373275757": 74, "question": [74, 75, 82, 94], "010265946388244629": 74, "explicit": [74, 75, 82, 94], "2809715270996094e": 74, "9939777851104736": 74, "5032387375831604": 74, "black_bord": 74, "9943548440933228": 74, "black_glov": [74, 75, 79, 82], "5011609792709351": 74, "blue_ski": [74, 75, 79, 82], "6877802610397339": 74, "5543792843818665": 74, "8268730640411377": 74, "cloud": [74, 75, 79, 82], "8504303693771362": 74, "cowboy_shot": [74, 75, 79, 82], "6008237600326538": 74, "crop_top": [74, 75, 79, 82], "6635787487030029": 74, "dai": [74, 75, 79, 82], "8496965765953064": 74, "glove": [74, 75, 79, 82], "6107005476951599": 74, "hair_between_ey": [74, 75, 79, 82], "668294370174408": 74, "5619469285011292": 74, "holding_baseball_bat": [74, 75, 79, 82], "5141720771789551": 74, "letterbox": 74, "long_hair": [74, 75, 79, 81, 82], "9884189963340759": 74, "looking_at_view": [74, 75, 79, 82], "5673105120658875": 74, "midriff": [74, 75, 79, 82], "6290556192398071": 74, "navel": [74, 75, 79, 82], "9631235003471375": 74, "no_hat": [74, 75, 79], "7978747487068176": 74, "no_headwear": [74, 75, 79, 82], "7577926516532898": 74, "outdoor": [74, 75, 79, 82], "7118550539016724": 74, "5452839136123657": 74, "pillarbox": 74, "9841411709785461": 74, "red_ey": [74, 75, 79, 82], "958786129951477": 74, "shirt": [74, 75, 79, 82], "6720131039619446": 74, "short_sleev": [74, 75, 79, 82], "7077711820602417": 74, "silver_hair": [74, 75, 79], "6673924326896667": 74, "sky": [74, 75, 79, 82], "8709812760353088": 74, "9614333510398865": 74, "sportswear": [74, 75, 79, 82], "7786177396774292": 74, "6842771172523499": 74, "sweat": [74, 75, 79, 82], "9076308012008667": 74, "thigh": [74, 75, 79, 82], "580970823764801": 74, "skadi_": [74, 75, 82], "arknight": [74, 75, 82], "9633345007896423": 74, "9988503456115723": 74, "001651763916015625": 74, "00012505054473876953": 74, "9829280972480774": 74, "894218385219574": 74, "8733789920806885": 74, "backpack": [74, 75, 79, 82], "6322951316833496": 74, "9987058639526367": 74, "bag_charm": [74, 75], "9754379987716675": 74, "6810564994812012": 74, "9708781838417053": 74, "6356008052825928": 74, "5633733868598938": 74, "brick_wal": 74, "5315935611724854": 74, "brown_hair": [74, 75, 79, 82], "9397273659706116": 74, "9229896664619446": 74, "charm_": [74, 75], "9006357789039612": 74, "citi": 74, "9020784497261047": 74, "cityscap": 74, "9547432661056519": 74, "5296419262886047": 74, "8253412246704102": 74, "5619839429855347": 74, "hair_flow": [74, 75, 79, 82], "8277763724327087": 74, "hair_orna": [74, 75, 79, 82], "9356368780136108": 74, "hair_ribbon": [74, 75, 79], "5288072824478149": 74, "jacket": [74, 75, 79, 82], "6336134076118469": 74, "9703260064125061": 74, "8188960552215576": 74, "phone_screen": 74, "9579574465751648": 74, "9954615235328674": 74, "plaid": [74, 75, 79], "9725285172462463": 74, "plaid_skirt": [74, 75, 79], "9638455510139465": 74, "pleated_skirt": [74, 75, 79, 82], "7226815819740295": 74, "5321241021156311": 74, "red_nail": [74, 79], "5493080615997314": 74, "school_bag": [74, 75], "9863407611846924": 74, "school_uniform": [74, 75, 79, 82], "6794284582138062": 74, "5062428116798401": 74, "shoulder_bag": 74, "9325523972511292": 74, "skirt": [74, 75, 79, 82], "92237788438797": 74, "skyscrap": 74, "7728171348571777": 74, "sleeves_past_wrist": [74, 75, 79], "7257086038589478": 74, "smile": [74, 75, 79, 82], "5357837080955505": 74, "6939404010772705": 74, "7054293155670166": 74, "tongu": [74, 75, 79, 82], "9990814924240112": 74, "tongue_out": [74, 75, 79, 82], "9992498755455017": 74, "5012534260749817": 74, "very_long_hair": [74, 75, 79, 81, 82], "7461410164833069": 74, "lagpixellol": 75, "deepgelbooru_onnx": 75, "categori": [75, 90, 98], "dim": [75, 82], "9986732006072998": 75, "0013858973979949951": 75, "315376281738281e": 75, "9972434639930725": 75, "basebal": [75, 82], "5982598662376404": 75, "baseball_bat": [75, 79, 82], "6429562568664551": 75, "bike_short": 75, "36296138167381287": 75, "8308937549591064": 75, "black_shirt": [75, 79, 82], "7388008832931519": 75, "6039759516716003": 75, "30909663438796997": 75, "9694308042526245": 75, "6422968506813049": 75, "5898381471633911": 75, "8145260810852051": 75, "652222216129303": 75, "dolphin_short": 75, "466494083404541": 75, "7183809280395508": 75, "6753682494163513": 75, "7302790880203247": 75, "6649775505065918": 75, "large_breast": [75, 79, 82], "8446108102798462": 75, "98187655210495": 75, "8140730857849121": 75, "6360533833503723": 75, "9635934829711914": 75, "33370012044906616": 75, "44239571690559387": 75, "7891374826431274": 75, "6471294164657593": 75, "9958090782165527": 75, "8736815452575684": 75, "872096061706543": 75, "5640895366668701": 75, "5049663186073303": 75, "8832778930664062": 75, "9687467813491821": 75, "sports_bra": 75, "3659853935241699": 75, "9309735298156738": 75, "49939480423927307": 75, "stomach": [75, 79, 82], "446407288312912": 75, "809670090675354": 75, "6560589075088501": 75, "47956040501594543": 75, "9832853674888611": 75, "9994162321090698": 75, "0008397102355957031": 75, "00035390257835388184": 75, "9926226139068604": 75, "899387001991272": 75, "34215790033340454": 75, "5701972246170044": 75, "9512913227081299": 75, "6664570569992065": 75, "5614628791809082": 75, "33615976572036743": 75, "5770801305770874": 75, "987317681312561": 75, "37286585569381714": 75, "cardigan": [75, 79], "36409223079681396": 75, "7329680919647217": 75, "collared_shirt": [75, 79], "5924292206764221": 75, "4344901144504547": 75, "7465001344680786": 75, "5225946307182312": 75, "6976451873779297": 75, "9265321493148804": 75, "34527891874313354": 75, "6675043106079102": 75, "9096828699111938": 75, "long_sleev": [75, 79, 82], "41341525316238403": 75, "8418735265731812": 75, "miniskirt": [75, 79], "3675632178783417": 75, "nail_polish": [75, 79], "5284417867660522": 75, "open_cloth": [75, 79], "30296844244003296": 75, "48789578676223755": 75, "36596980690956116": 75, "7759367227554321": 75, "6535028219223022": 75, "8975257873535156": 75, "36911237239837646": 75, "4171145558357239": 75, "3942635953426361": 75, "6772940754890442": 75, "9397937655448914": 75, "5207280516624451": 75, "4673041105270386": 75, "9118321537971497": 75, "9967410564422607": 75, "9970728158950806": 75, "8419480323791504": 75, "6489560604095459": 75, "white_shirt": [75, 79], "6217572689056396": 75, "underscor": [76, 82], "convent": 76, "restor": [76, 106], "use_spac": 76, "use_escap": 76, "include_scor": 76, "score_descend": 76, "_": 76, "escap": 76, "unsaf": 76, "sort": [76, 80], "descend": 76, "panty_pul": 76, "6826801300048828": 76, "958938717842102": 76, "drinking_glass": 76, "9340789318084717": 76, "areola_slip": 76, "41196826100349426": 76, "9988248348236084": 76, "drink": 76, "pull": 76, "areola": 76, "999": 76, "959": 76, "934": 76, "683": 76, "412": 76, "mldanbooru": [77, 106], "get_mldanbooru_tag": 77, "wd14": [77, 79, 106], "get_wd14_tag": [77, 79], "convert_wd14_emb_to_predict": 77, "denormalize_wd14_emb": 77, "deepdanbooru": [77, 79, 106], "get_deepdanbooru_tag": [77, 79], "deepgelbooru": [77, 106], "get_deepgelbooru_tag": 77, "add_underlin": 77, "remove_underlin": 77, "tags_to_text": 77, "drop_overlap_tag": 77, "is_blacklist": 77, "drop_blacklisted_tag": 77, "char_whitelist_suffix": 77, "char_whitelist_prefix": 77, "char_whitelist_word": 77, "char_suffix": 77, "char_prefix": 77, "charactertagpool": 77, "is_basic_character_tag": 77, "drop_basic_character_tag": 77, "sort_tag": 77, "tag_match_suffix": 77, "tag_match_prefix": 77, "tag_match_ful": 77, "t1": 78, "t2": 78, "fulli": 78, "ml": 79, "448": 79, "keep_ratio": 79, "9999984502792358": [79, 101], "9999946355819702": 79, "9994951486587524": 79, "998144268989563": 79, "9978417158126831": 79, "9941409230232239": 79, "9799384474754333": 79, "979142427444458": 79, "961823582649231": 79, "961323618888855": 79, "9490893483161926": 79, "9450850486755371": 79, "9425153136253357": 79, "9409335255622864": 79, "9319437146186829": 79, "9265308976173401": 79, "9259042143821716": 79, "922250509262085": 79, "9199565052986145": 79, "9175475835800171": 79, "9102761745452881": 79, "9076938629150391": 79, "9052775502204895": 79, "8938589692115784": 79, "8894285559654236": 79, "8891903162002563": 79, "8845980763435364": 79, "8842408061027527": 79, "8659475445747375": 79, "862621009349823": 79, "8616052865982056": 79, "8562789559364319": 79, "short_short": [79, 82], "8555729389190674": 79, "8533340096473694": 79, "black_short": [79, 82], "8477485775947571": 79, "8430152535438538": 79, "tied_long_hair": [79, 82], "8340626955032349": 79, "crop_top_overhang": 79, "8266023397445679": 79, "8222048282623291": 79, "8202669620513916": 79, "8061150312423706": 79, "ass_visible_through_thigh": [79, 82], "7803354859352112": 79, "thigh_gap": [79, 82], "7789446711540222": 79, "arms_up": 79, "7052110433578491": 79, "9999866485595703": 79, "997043788433075": 79, "9969649910926819": 79, "9957101345062256": 79, "9928386807441711": 79, "9886980056762695": 79, "9864778518676758": 79, "ghost": [79, 82], "9769423007965088": 79, "9747489094734192": 79, "9736957550048828": 79, "9388670325279236": 79, "9356311559677124": 79, "91000896692276": 79, "8955123424530029": 79, "8910233378410339": 79, "8904104828834534": 79, "8881211280822754": 79, "8876776695251465": 79, "8864808678627014": 79, "8810517191886902": 79, "8798807263374329": 79, "8765745162963867": 79, "8737136125564575": 79, "8650439381599426": 79, "8613706827163696": 79, "blue_cardigan": 79, "8571277260780334": 79, "8333670496940613": 79, "8160212635993958": 79, "eyebrows_visible_through_hair": 79, "8122442364692688": 79, "8091571927070618": 79, "8082079887390137": 79, "8048468232154846": 79, "8042327165603638": 79, "7984272241592407": 79, "blazer": [79, 82], "794708251953125": 79, "78981614112854": 79, "7892146110534668": 79, "shaped_pupil": [79, 82], "7867060899734497": 79, "gradient_hair": 79, "786359965801239": 79, "7790888547897339": 79, "brown_skirt": 79, "7760675549507141": 79, "774523913860321": 79, "7721588015556335": 79, "7697228789329529": 79, "755959689617157": 79, "multicolored_hair": 79, "7477189898490906": 79, "7476690411567688": 79, "rail": 79, "7476617693901062": 79, "blue_jacket": 79, "7458406090736389": 79, "741143524646759": 79, "7364678978919983": 79, "7193643450737": 79, "red_neckwear": 79, "7108616828918457": 79, "7086325287818909": 79, "7055293321609497": 79, "7039415836334229": 79, "7018357515335083": 79, "shuffl": 80, "count": [80, 107, 108], "2boi": 80, "cat_ear": 80, "uniqu": 80, "8849405313291128": 81, "8548297594823425": 81, "03910296474461261": 81, "6615180440330748": 81, "21552028866308015": 81, "3165260620737027": 81, "47744464927382957": 81, "tagger": 82, "smilingwolf": 82, "wd": 82, "swinv2_v3": 82, "general_mcut_en": 82, "character_mcut_en": 82, "no_underlin": 82, "mcut": 82, "replac": 82, "index": [82, 109], "follw": 82, "valuabl": 82, "enabl": 82, "rapid": 82, "queri": 82, "0011444687843322754": 82, "8876402974128723": 82, "106781005859375": 82, "000277101993560791": 82, "997527003288269": 82, "9797663688659668": 82, "9905703663825989": 82, "9761719703674316": 82, "8981098532676697": 82, "8810765743255615": 82, "9498510360717773": 82, "8377365469932556": 82, "945058286190033": 82, "9457170367240906": 82, "969594419002533": 82, "7881088852882385": 82, "7687551379203796": 82, "9301245212554932": 82, "6703325510025024": 82, "white_hair": 82, "5292627811431885": 82, "8677047491073608": 82, "grey_hair": 82, "5859264731407166": 82, "9536856412887573": 82, "8056888580322266": 82, "8394746780395508": 82, "9473626613616943": 82, "8986269235610962": 82, "9385137557983398": 82, "8408567905426025": 82, "alternate_costum": 82, "4245271384716034": 82, "931140661239624": 82, "8830795884132385": 82, "7279844284057617": 82, "artist_nam": 82, "5333830714225769": 82, "64717698097229": 82, "9516432285308838": 82, "9655293226242065": 82, "9485014081001282": 82, "7366660833358765": 82, "7161656618118286": 82, "5858667492866516": 82, "6186309456825256": 82, "41193312406539917": 82, "467605859041214": 82, "36282333731651306": 82, "3756745457649231": 82, "motion_blur": 82, "5091936588287354": 82, "951993465423584": 82, "5634750723838806": 82, "8232709169387817": 82, "9869340658187866": 82, "49491602182388306": 82, "5193622708320618": 82, "003406703472137451": 82, "0007208287715911865": 82, "9798132181167603": 82, "8046203851699829": 82, "7596215009689331": 82, "7620116472244263": 82, "46084529161453247": 82, "48454540967941284": 82, "5152207016944885": 82, "8023070096969604": 82, "8653596639633179": 82, "7201820611953735": 82, "7816740870475769": 82, "697688639163971": 82, "8974947333335876": 82, "7491052746772766": 82, "5015512704849243": 82, "6401398181915283": 82, "43420469760894775": 82, "4528769850730896": 82, "5730487704277039": 82, "6739872694015503": 82, "5545973181724548": 82, "6946243047714233": 82, "5487751364707947": 82, "7439308166503906": 82, "4186026453971863": 82, "47378358244895935": 82, "4690653085708618": 82, "7565015554428101": 82, "hu_tao_": 82, "genshin_impact": 82, "9262397289276123": 82, "boo_tao_": 82, "942080020904541": 82, "denorm": 82, "denormalizer_nam": 82, "mnum2_al": 82, "understand": 82, "redund": 82, "structur": [82, 106], "b": 82, "r": [82, 94, 100], "c": 82, "linalg": 82, "norm": 82, "approx": [82, 83], "1e": 82, "cdc_anime_onnx": 83, "realli": 83, "As": [83, 94, 100], "1024x1024": 83, "2060": 83, "gpu": 83, "cost": 83, "cpu": [83, 88, 107, 108], "experi": 83, "hgsr": 83, "mhr": 83, "aug_x4_320": 83, "cute_waifu_aroma": 83, "pngimageplugin": 83, "pngimagefil": 83, "1168x1168": 83, "0x7f0e8ca06880": 83, "4672x4672": 83, "0x7f0e48edb640": 83, "cdc": [84, 106], "upscale_with_cdc": 84, "lru_cach": 85, "wrap": 85, "synchron": 85, "prevent": 85, "race": 85, "condit": 85, "maxsiz": 85, "expensive_funct": 85, "expens": 85, "lock": [85, 105], "safeti": [85, 102], "multithread": 85, "my_funct": 85, "introduc": 85, "acquisit": 85, "critic": 85, "mathemat": 86, "activ": 86, "deep": 86, "problem": [86, 94, 100], "input_valu": 86, "frac": 86, "26894142": 86, "73105858": 86, "ts_lru_cach": 87, "get_onnx_provid": 87, "open_onnx_model": 87, "cudaexecutionprovid": 88, "cpuexecutionprovid": 88, "ckpt": 88, "inferencesess": 88, "onnx_mod": 88, "decid": 88, "linux": [88, 107, 108], "execut": [88, 107, 108], "ignor": 88, "cuda": [88, 107, 108], "forc": 88, "anime_ai_check": 89, "mobilenetv3_sce_dist": [89, 100, 104], "mainli": 89, "caformer_s36_plus_sc": 89, "graph": 89, "9996960163116455": 89, "9999125003814697": 89, "997803270816803": 89, "9960069060325623": 89, "9887709021568298": 89, "9998629093170166": 89, "0013722758740186691": 89, "00020673229300882667": 89, "0001895089662866667": 89, "0008857478387653828": 89, "552320024231449e": 89, "001168627175502479": 89, "bangumi": [90, 91], "vision": 90, "imageri": 90, "bangumi_char_typ": 90, "definit": [90, 97], "video": 90, "secondari": 90, "often": 90, "lack": 90, "lead": 90, "under": [90, 109], "three": 90, "judg": 90, "anime_portrait": [90, 96], "mobilenetv3_v0_dist": [90, 99, 103, 104], "9998525381088257": 90, "00012103465269319713": 90, "6464786313008517e": 90, "906112609314732e": 90, "06": [90, 91, 93, 98, 99, 100, 101, 103], "9997243285179138": 90, "0002490800397936255": 90, "7215803381986916e": 90, "354368557978887e": 90, "9998849630355835": 90, "90006631379947e": 90, "3920385754317977e": 90, "2084233276254963e": 90, "9998877048492432": 90, "732793503440917e": 90, "4264976925915107e": 90, "0623419257171918e": 90, "07076334953308105": 90, "9290977716445923": 90, "0001044218079186976": 90, "4467317163944244e": 90, "2568268832401372e": 90, "9999498128890991": 90, "1810528778587468e": 90, "879474429093534e": 90, "260669109295122e": 90, "9999510049819946": 90, "2321036592766177e": 90, "025227553938748e": 90, "4251427273848094e": 90, "999957799911499": 90, "4273678718600422e": 90, "6884023302263813e": 90, "880981603288092e": 90, "0002326338435523212": 90, "9996368885040283": 90, "164971561403945e": 90, "00020793956355191767": 90, "13438372313976288": 90, "8652494549751282": 90, "000158855298650451": 90, "000238816806813702": 90, "3589179217815399": 90, "6406960487365723": 90, "0001471740542910993": 90, "002255884697660804": 90, "08208147436380386": 90, "9152728915214539": 90, "00038967153523117304": 90, "227699592884164e": 90, "0835404282261152e": 90, "1437502406770363e": 90, "9999284744262695": 90, "2125529792683665e": 90, "0218892384727951e": 90, "00011914174683624879": 90, "9998584985733032": 90, "2007669283775613e": 90, "6357082131435163e": 90, "3068713896209374e": 90, "9999185800552368": 90, "066640925273532e": 90, "529400813335087e": 90, "089402500540018e": 90, "9999388456344604": 90, "6406959295272827": 90, "not_paint": 91, "anime_classif": 91, "older": 91, "mobilenetv3_v1": [91, 101], "5_dist": 91, "3_dist": 91, "plot": [91, 94, 100, 104], "caformer_s36_v1": 91, "3_focal": 91, "8346158862113953": 91, "004201625939458609": 91, "0028638991061598063": 91, "15633030235767365": 91, "001988308737054467": 91, "9868855476379395": 91, "001178382197394967": 91, "00015886101755313575": 91, "0005986307514831424": 91, "011178601533174515": 91, "9933090209960938": 91, "0012440024875104427": 91, "00040085514774546027": 91, "004924307577311993": 91, "00012189441622467712": 91, "00031298911198973656": 91, "9968050718307495": 91, "182305903872475e": 91, "0027923565357923508": 91, "7805559259140864e": 91, "0004650334012694657": 91, "996709942817688": 91, "736721191671677e": 91, "0027629584074020386": 91, "4619508621981367e": 91, "0003803370927926153": 91, "998649537563324": 91, "190127922105603e": 91, "0008622839814051986": 91, "595230686594732e": 91, "0004573142796289176": 91, "00031435859273187816": 91, "8671838641166687": 91, "13199880719184875": 91, "563074617180973e": 91, "153919796110131e": 91, "290010737255216e": 91, "9727378487586975": 91, "027150526642799377": 91, "162296004826203e": 91, "4933258828241378e": 91, "0004275702522136271": 91, "995402455329895": 91, "002233930164948106": 91, "001911122351884842": 91, "1603819727897644": 91, "0007561995880678296": 91, "00017044576816260815": 91, "838487982749939": 91, "0002034590725088492": 91, "005001617129892111": 91, "000932251859921962": 91, "009352140128612518": 91, "9846979379653931": 91, "6018555470509455e": 91, "004064667969942093": 91, "464051254326478e": 91, "025772539898753166": 91, "9699516296386719": 91, "00011656546121230349": 91, "287263775244355e": 91, "370255853951676e": 91, "01098843663930893": 91, "0031668643932789564": 91, "9857884049415588": 91, "499273488065228e": 91, "8419872251106426e": 91, "0003471920208539814": 91, "029472889378666878": 91, "9700765609741211": 91, "0012387704337015748": 91, "001172148622572422": 91, "787473391043022e": 91, "003680602880194783": 91, "9938107132911682": 91, "8346157073974609": 91, "8671836853027344": 91, "8384883403778076": 91, "9846979975700378": 91, "9700766801834106": 91, "greyscal": 92, "jpeg_ful": [92, 105], "6125901": 92, "6125785": [92, 105], "6124220": 92, "rough": [93, 94, 100], "polish": 93, "mobilenetv3_v2": 93, "2_dist": [93, 101], "910087929805741e": 93, "1241951510310173": 93, "8757457137107849": 93, "00018937293498311192": 93, "030049214139580727": 93, "9697614312171936": 93, "008933082222938538": 93, "05096456781029701": 93, "9401022791862488": 93, "009832272306084633": 93, "9898634552955627": 93, "00030428936588577926": 93, "013919820077717304": 93, "9819902181625366": 93, "004089969675987959": 93, "04166747257113457": 93, "9582782983779907": 93, "4218515288084745e": 93, "8849249482154846": 93, "1149177998304367": 93, "0001573085755808279": 93, "9907882809638977": 93, "008958994410932064": 93, "0002527958422433585": 93, "9831690788269043": 93, "01682441122829914": 93, "613856385229155e": 93, "8757458329200745": 93, "8849248290061951": 93, "million": 94, "anime_r": [94, 96], "boundari": [94, 100], "challeng": [94, 100], "clean": [94, 100], "judgment": [94, 100], "intend": [94, 100], "quick": [94, 100, 106], "estim": [94, 100], "basi": [94, 100], "mobilenetv3_large_100_v0_ls0": 94, "caformer_s36_v0_ls0": 94, "7508869767189026": 94, "7034655809402466": 94, "728887677192688": 94, "7404400110244751": 94, "7446154952049255": 94, "7514738440513611": 94, "768704354763031": 94, "8219676613807678": 94, "7267540693283081": 94, "7645740509033203": 94, "7216582894325256": 94, "7615436315536499": 94, "815083920955658": 94, "8321858644485474": 94, "8204999566078186": 94, "820833146572113": 94, "chdir": 94, "doc": 94, "api_doc": 94, "7508870363235474": 94, "11212056130170822": 94, "06781744956970215": 94, "06917501986026764": 94, "7034654021263123": 94, "15903906524181366": 94, "06688199192285538": 94, "07061357796192169": 94, "7288877964019775": 94, "1476859599351883": 94, "060362350195646286": 94, "06306383013725281": 94, "7404399514198303": 94, "10337048768997192": 94, "08087948709726334": 94, "07530999928712845": 94, "055992450565099716": 94, "7446154356002808": 94, "13191790878772736": 94, "06747424602508545": 94, "06458679586648941": 94, "10566363483667374": 94, "07827574014663696": 94, "07079866528511047": 94, "7687042951583862": 94, "09974884241819382": 94, "06074819341301918": 94, "050435908138751984": 94, "8219675421714783": 94, "0593985915184021": 94, "06819795072078705": 94, "06569571048021317": 94, "1177448257803917": 94, "726753830909729": 94, "08980562537908554": 94, "06481882929801941": 94, "06922297924757004": 94, "10138414055109024": 94, "06351721286773682": 94, "07683827728033066": 94, "13798624277114868": 94, "05942752957344055": 94, "10584963858127594": 94, "7615437507629395": 94, "07317910343408585": 94, "060196295380592346": 94, "06751583516597748": 94, "0572039857506752": 94, "05398125201463699": 94, "06124086305499077": 94, "0525919646024704": 94, "8321859240531921": 94, "05922013148665428": 94, "06274889409542084": 94, "057530902326107025": 94, "8205001354217529": 94, "05683052912354469": 94, "06635929644107819": 94, "05597696080803871": 94, "8208332657814026": 94, "non_furri": 95, "mobilenetv3_v0": 95, "1_dist": 95, "9898804426193237": 95, "010119626298546791": 95, "9677742123603821": 95, "032225821167230606": 95, "959551215171814": 95, "040448784828186035": 95, "9535530209541321": 95, "04644693806767464": 95, "04358793422579765": 95, "9564120769500732": 95, "02767963521182537": 95, "9723203182220459": 95, "028900373727083206": 95, "9710996150970459": 95, "037573859095573425": 95, "9624261260032654": 95, "aicheck": [96, 106], "get_ai_created_scor": 96, "is_ai_cr": 96, "bangumi_char": [96, 106], "anime_bangumi_char_scor": 96, "anime_bangumi_char": 96, "anime_classify_scor": 96, "anime_classifi": 96, "is_greyscal": 96, "anime_completeness_scor": 96, "anime_complet": 96, "dbrate": [96, 106], "anime_dbrating_scor": 96, "anime_dbr": 96, "furri": [96, 106], "anime_furry_scor": 96, "anime_furri": 96, "get_monochrome_scor": 96, "is_monochrom": 96, "nsfw_pred_scor": 96, "nsfw_pred": 96, "portrait": [96, 106], "anime_portrait_scor": 96, "anime_rating_scor": 96, "anime_real_scor": 96, "safe_check_scor": 96, "safe_check": 96, "style_ag": [96, 106], "anime_style_age_scor": 96, "anime_style_ag": 96, "teen": [96, 106], "anime_teen_scor": 96, "anime_teen": 96, "is_truncated_fil": 96, "screen": 97, "row": 97, "bottom": 97, "grayscal": 97, "monochrome_detect": 97, "mobilenetv3_large_100_dist_safe2": 97, "mobilenetv3_dist": 97, "caformer_s36": 97, "mono": 97, "9614395499229431": 97, "9458909034729004": 97, "9559807777404785": 97, "9651952981948853": 97, "9379720687866211": 97, "8814834356307983": 97, "03941023349761963": 97, "07492382079362869": 97, "09546589106321335": 97, "016521310433745384": 97, "005693843588232994": 97, "0315730981528759": 97, "Not": 98, "five": 98, "hentai": 98, "neutral": 98, "porn": 98, "sexi": 98, "infinit": 98, "nsfwj": 98, "tfj": 98, "mobil": 98, "9970946311950684": 98, "00198739324696362": 98, "000894528697244823": 98, "4315058251668233e": 98, "099447197513655e": 98, "9282580614089966": 98, "061733175069093704": 98, "008979619480669498": 98, "0007789491210132837": 98, "0002501663693692535": 98, "7945129871368408": 98, "2044062316417694": 98, "0005603990866802633": 98, "0004847997915931046": 98, "564094367902726e": 98, "7977773547172546": 98, "01352313905954361": 98, "18791256844997406": 98, "0004888656549155712": 98, "00029804420773871243": 98, "04498734697699547": 98, "9509441256523132": 98, "4087972633424215e": 98, "003999904729425907": 98, "4542059185914695e": 98, "002892113756388426": 98, "982390284538269": 98, "02520776737947e": 98, "014633022248744965": 98, "858086610212922e": 98, "002532319398596883": 98, "9887337684631348": 98, "231979568838142e": 98, "008699454367160797": 98, "8187158022774383e": 98, "03564726561307907": 98, "954788088798523": 98, "343036850215867e": 98, "009289607405662537": 98, "00020158555707894266": 98, "006372362840920687": 98, "006019102409482002": 98, "9694945812225342": 98, "015214097686111927": 98, "002899901708588004": 98, "0004039364866912365": 98, "00012730166781693697": 98, "987038791179657": 98, "007135333959013224": 98, "005294707603752613": 98, "06964848190546036": 98, "0014777459437027574": 98, "9276643395423889": 98, "0003031621454283595": 98, "0009063396137207747": 98, "00028707628371194005": 98, "00010888021643040702": 98, "9992460012435913": 98, "00015473493840545416": 98, "0002033217460848391": 98, "563037691696081e": 98, "008058490231633186": 98, "00044566826545633376": 98, "937960684299469": 98, "05353058874607086": 98, "364063445587817e": 98, "00562260951846838": 98, "00012077406427124515": 98, "9897090792655945": 98, "004547217860817909": 98, "564737981942017e": 98, "016690678894519806": 98, "001258736359886825": 98, "9766013622283936": 98, "005440687295049429": 98, "4481674952548929e": 98, "01861923187971115": 98, "0008914825739338994": 98, "9674761295318604": 98, "012998746708035469": 98, "691116141155362e": 98, "0007601747056469321": 98, "0005019629606977105": 98, "039504989981651306": 98, "9591660499572754": 98, "0001652583305258304": 98, "0002614929690025747": 98, "020374108105897903": 98, "029394468292593956": 98, "9498046040534973": 98, "00016299057460855693": 98, "004782819654792547": 98, "002861740067601204": 98, "12280157208442688": 98, "8693908452987671": 98, "0001731760276015848": 98, "304211274255067e": 98, "03286275267601013": 98, "010648751631379128": 98, "9562522172927856": 98, "999900221824646": 99, "645313209854066e": 99, "3387104445428122e": 99, "9999704360961914": 99, "4465465685352683e": 99, "071506166132167e": 99, "9999785423278809": 99, "512719154561637e": 99, "292278612818336e": 99, "919455750496127e": 99, "9999444484710693": 99, "3647335082350764e": 99, "0555699191172607e": 99, "9999880790710449": 99, "3210242286731955e": 99, "7451418898417614e": 99, "9999822378158569": 99, "2084267331811134e": 99, "7460413321023225e": 99, "1532473820352607e": 99, "9999996423721313": 99, "0316136922483565e": 99, "840229633236049e": 99, "9999998807907104": [99, 100], "736660568800289e": 99, "199210472208506e": 99, "9999992847442627": 99, "r15": 100, "r18": 100, "sankaku": 100, "mobilenetv3_v1_pruned_ls0": 100, "caformer_s36_plu": [100, 104], "5863172936624323e": 100, "480062353375615e": 100, "9924363493919373": 100, "007255776319652796": 100, "0003077814180869609": 100, "996969997882843": 100, "0030054834205657244": 100, "4601260520284995e": 100, "9966891407966614": 100, "003293127752840519": 100, "770909148035571e": 100, "00025384966284036636": 100, "9996721744537354": 100, "399192691082135e": 100, "973351603141055e": 100, "9998563528060913": 100, "391309580067173e": 100, "0018681309884414077": 100, "9827859997749329": 100, "015345841646194458": 100, "013710384257137775": 100, "8339558839797974": 100, "15233369171619415": 100, "951323833462084e": 100, "00029566374723799527": 100, "9997004270553589": 100, "00018434497178532183": 100, "568440272123553e": 100, "9997699856758118": 100, "11225129129889e": 100, "051862899563275e": 100, "9999485015869141": 100, "902020231791539e": 100, "0005639699520543218": 100, "9994290471076965": 100, "anime_real_cl": 101, "4_dist": 101, "9999716281890869": 101, "8398366339388303e": 101, "9992202520370483": 101, "0007797438884153962": 101, "9999709129333496": 101, "905452492996119e": 101, "9999765157699585": 101, "3499671442550607e": 101, "9994087219238281": 101, "0005913018831051886": 101, "9999759197235107": 101, "4061362637439743e": 101, "9999052286148071": 101, "475799015490338e": 101, "403173675702419e": 101, "5848207794988411e": 101, "0010207017185166478": 101, "9989792704582214": 101, "2124368115328252e": 101, "9999977350234985": 101, "6512358342879452e": 101, "9999834299087524": 101, "359853614412714e": 101, "9999936819076538": 101, "600314317329321e": 101, "9999840259552002": 101, "5589323083986528e": 101, "9999843835830688": 101, "5513256585109048e": 101, "9999845027923584": 101, "pollut": 102, "shit": 102, "checker": 102, "mobilenet": 102, "v2": 102, "max_batch_s": 102, "1970": 103, "1980": 103, "1990": 103, "2000": 103, "2010": 103, "2015": 103, "2020": 103, "ag": 103, "9805465340614319": 103, "761269782553427e": 103, "0005044879508204758": 103, "01569165475666523": 103, "002850610064342618": 103, "00037849770160391927": 103, "9434612113400362e": 103, "053497342392802e": 103, "9992554783821106": 103, "0006490182713605464": 103, "8857468805654207e": 103, "317252262353577e": 103, "314484721769986e": 103, "0750001138148946e": 103, "706833609205205e": 103, "00034479793976061046": 103, "9995512366294861": 103, "391363472677767e": 103, "4607510820496827e": 103, "0679690351244062e": 103, "661913514311891e": 103, "757471131393686e": 103, "0744897230761126e": 103, "76177470368566e": 103, "9996387958526611": 103, "160279296338558e": 103, "00013228354509919882": 103, "1361367038916796e": 103, "464057489414699e": 103, "2412899599876255e": 103, "703883653040975e": 103, "127358498517424e": 103, "9973921775817871": 103, "0022309015039354563": 103, "00018872201326303184": 103, "780902943617548e": 103, "422096920578042e": 103, "638929097680375e": 103, "152203023797483e": 103, "00028818511054851115": 103, "9996094107627869": 103, "58777353237383e": 103, "9200742826797068e": 103, "00017117452807724476": 103, "518441947875544e": 103, "885544381570071e": 103, "4389253010449465e": 103, "1696006772108376e": 103, "9996393918991089": 103, "contenti": 104, "safe_teen": 104, "non_teen": 104, "caformer_s36_v0": 104, "9998493194580078": 104, "0378791052498855e": 104, "00012023092131130397": 104, "9790042638778687": 104, "0017522255657240748": 104, "01924353837966919": 104, "9998124241828918": 104, "19778298237361e": 104, "0001456339523429051": 104, "0008521362324245274": 104, "9989691972732544": 104, "00017870066221803427": 104, "0992944781901315e": 104, "9994398951530457": 104, "0004991036257706583": 104, "2035720727872103e": 104, "9994019269943237": 104, "0005460577667690814": 104, "0478151529678144e": 104, "524079147609882e": 104, "999934196472168": 104, "786742884898558e": 104, "653994154883549e": 104, "9998156428337097": 104, "0001218809193233028": 104, "00013706681784242392": 104, "9997410178184509": 104, "jpeg_trunc": 105, "2216614_truncat": 105, "imagefil": 105, "load_truncated_imag": 105, "ascii": 106, "metric": 106, "list_det_model": 106, "list_rec_model": 106, "sd": 106, "tag": 106, "platform": [107, 108], "shutil": [107, 108], "cpuinfo": [107, 108], "psutil": [107, 108], "hbutil": [107, 108], "size_to_bytes_str": [107, 108], "python_implement": [107, 108], "python_vers": [107, 108], "brand": [107, 108], "get_cpu_info": [107, 108], "brand_raw": [107, 108], "cpu_count": [107, 108], "freq": [107, 108], "cpu_freq": [107, 108], "mhz": [107, 108], "virtual_memori": [107, 108], "precis": [107, 108], "ye": [107, 108], "nvidia": [107, 108], "smi": [107, 108], "1021": [107, 108], "azur": [107, 108], "x86_64": [107, 108], "glibc2": [107, 108], "cpython": [107, 108], "amd": [107, 108], "epyc": [107, 108], "7763": [107, 108], "3043": 107, "749": 107, "615": [107, 108], "gib": [107, 108], "deploi": [107, 108], "action": [107, 108], "3229": 108, "0237500000003": 108, "imgutil": 109, "pypi": 109, "simpli": 109, "newest": 109, "git": 109, "script": 109, "__name__": 109, "__main__": 109, "narugo1992": 109, "still": 109, "out": 109, "io": 109, "html": 109, "faq": 110}, "objects": {"imgutils": [[1, 0, 0, "-", "ascii"], [2, 0, 0, "-", "config"], [9, 0, 0, "-", "data"], [19, 0, 0, "-", "detect"], [26, 0, 0, "-", "edge"], [32, 0, 0, "-", "generic"], [36, 0, 0, "-", "metadata"], [41, 0, 0, "-", "metrics"], [45, 0, 0, "-", "ocr"], [49, 0, 0, "-", "operate"], [53, 0, 0, "-", "pose"], [56, 0, 0, "-", "preprocess"], [61, 0, 0, "-", "resource"], [63, 0, 0, "-", "restore"], [66, 0, 0, "-", "sd"], [70, 0, 0, "-", "segment"], [77, 0, 0, "-", "tagging"], [84, 0, 0, "-", "upscale"], [87, 0, 0, "-", "utils"], [96, 0, 0, "-", "validate"]], "imgutils.ascii": [[0, 0, 0, "-", "drawing"]], "imgutils.ascii.drawing": [[0, 1, 1, "", "ascii_drawing"]], "imgutils.config": [[3, 0, 0, "-", "meta"]], "imgutils.config.meta": [[3, 2, 1, "", "__AUTHOR_EMAIL__"], [3, 2, 1, "", "__AUTHOR__"], [3, 2, 1, "", "__DESCRIPTION__"], [3, 2, 1, "", "__TITLE__"], [3, 2, 1, "", "__VERSION__"]], "imgutils.data": [[4, 0, 0, "-", "background"], [5, 0, 0, "-", "blob"], [6, 0, 0, "-", "decode"], [7, 0, 0, "-", "encode"], [8, 0, 0, "-", "image"], [10, 0, 0, "-", "layer"], [11, 0, 0, "-", "url"]], "imgutils.data.background": [[4, 1, 1, "", "grid_background"], [4, 1, 1, "", "grid_transparent"]], "imgutils.data.blob": [[5, 1, 1, "", "is_valid_image_blob_url"], [5, 1, 1, "", "load_image_from_blob_url"], [5, 1, 1, "", "to_blob_url"]], "imgutils.data.decode": [[6, 1, 1, "", "rgb_decode"]], "imgutils.data.encode": [[7, 1, 1, "", "rgb_encode"]], "imgutils.data.image": [[8, 1, 1, "", "has_alpha_channel"], [8, 1, 1, "", "load_image"], [8, 1, 1, "", "load_images"]], "imgutils.data.layer": [[10, 1, 1, "", "istack"]], "imgutils.data.url": [[11, 1, 1, "", "download_image_from_url"], [11, 1, 1, "", "is_http_url"]], "imgutils.detect": [[12, 0, 0, "-", "booru_yolo"], [13, 0, 0, "-", "censor"], [14, 0, 0, "-", "eye"], [15, 0, 0, "-", "face"], [16, 0, 0, "-", "halfbody"], [17, 0, 0, "-", "hand"], [18, 0, 0, "-", "head"], [20, 0, 0, "-", "nudenet"], [21, 0, 0, "-", "person"], [22, 0, 0, "-", "similarity"], [23, 0, 0, "-", "text"], [24, 0, 0, "-", "visual"]], "imgutils.detect.booru_yolo": [[12, 1, 1, "", "detect_with_booru_yolo"]], "imgutils.detect.censor": [[13, 1, 1, "", "detect_censors"]], "imgutils.detect.eye": [[14, 1, 1, "", "detect_eyes"]], "imgutils.detect.face": [[15, 1, 1, "", "detect_faces"]], "imgutils.detect.halfbody": [[16, 1, 1, "", "detect_halfbody"]], "imgutils.detect.hand": [[17, 1, 1, "", "detect_hands"]], "imgutils.detect.head": [[18, 1, 1, "", "detect_heads"]], "imgutils.detect.nudenet": [[20, 1, 1, "", "detect_with_nudenet"]], "imgutils.detect.person": [[21, 1, 1, "", "detect_person"]], "imgutils.detect.similarity": [[22, 1, 1, "", "bboxes_similarity"], [22, 1, 1, "", "calculate_iou"], [22, 1, 1, "", "detection_similarity"]], "imgutils.detect.text": [[23, 1, 1, "", "detect_text"]], "imgutils.detect.visual": [[24, 1, 1, "", "detection_visualize"]], "imgutils.edge": [[25, 0, 0, "-", "canny"], [27, 0, 0, "-", "lineart"], [28, 0, 0, "-", "lineart_anime"]], "imgutils.edge.canny": [[25, 1, 1, "", "edge_image_with_canny"], [25, 1, 1, "", "get_edge_by_canny"]], "imgutils.edge.lineart": [[27, 1, 1, "", "edge_image_with_lineart"], [27, 1, 1, "", "get_edge_by_lineart"]], "imgutils.edge.lineart_anime": [[28, 1, 1, "", "edge_image_with_lineart_anime"], [28, 1, 1, "", "get_edge_by_lineart_anime"]], "imgutils.generic": [[29, 0, 0, "-", "classify"], [30, 0, 0, "-", "clip"], [31, 0, 0, "-", "enhance"], [33, 0, 0, "-", "siglip"], [34, 0, 0, "-", "yolo"]], "imgutils.generic.classify": [[29, 3, 1, "", "ClassifyModel"], [29, 1, 1, "", "classify_predict"], [29, 1, 1, "", "classify_predict_fmt"], [29, 1, 1, "", "classify_predict_score"]], "imgutils.generic.classify.ClassifyModel": [[29, 4, 1, "", "__init__"], [29, 4, 1, "", "clear"], [29, 4, 1, "", "launch_demo"], [29, 4, 1, "", "make_ui"], [29, 4, 1, "", "predict"], [29, 4, 1, "", "predict_fmt"], [29, 4, 1, "", "predict_score"]], "imgutils.generic.clip": [[30, 3, 1, "", "CLIPModel"], [30, 1, 1, "", "clip_image_encode"], [30, 1, 1, "", "clip_predict"], [30, 1, 1, "", "clip_text_encode"]], "imgutils.generic.clip.CLIPModel": [[30, 4, 1, "", "__init__"], [30, 4, 1, "", "clear"], [30, 4, 1, "", "image_encode"], [30, 4, 1, "", "launch_demo"], [30, 4, 1, "", "make_ui"], [30, 4, 1, "", "predict"], [30, 4, 1, "", "text_encode"]], "imgutils.generic.enhance": [[31, 3, 1, "", "ImageEnhancer"]], "imgutils.generic.enhance.ImageEnhancer": [[31, 4, 1, "", "__init__"], [31, 4, 1, "", "process"]], "imgutils.generic.siglip": [[33, 3, 1, "", "SigLIPModel"], [33, 1, 1, "", "siglip_image_encode"], [33, 1, 1, "", "siglip_predict"], [33, 1, 1, "", "siglip_text_encode"]], "imgutils.generic.siglip.SigLIPModel": [[33, 4, 1, "", "__init__"], [33, 4, 1, "", "clear"], [33, 4, 1, "", "image_encode"], [33, 4, 1, "", "launch_demo"], [33, 4, 1, "", "make_ui"], [33, 4, 1, "", "predict"], [33, 4, 1, "", "text_encode"]], "imgutils.generic.yolo": [[34, 3, 1, "", "YOLOModel"], [34, 1, 1, "", "yolo_predict"]], "imgutils.generic.yolo.YOLOModel": [[34, 4, 1, "", "__init__"], [34, 4, 1, "", "clear"], [34, 4, 1, "", "launch_demo"], [34, 4, 1, "", "make_ui"], [34, 4, 1, "", "predict"]], "imgutils.metadata": [[35, 0, 0, "-", "geninfo"], [37, 0, 0, "-", "lsb"]], "imgutils.metadata.geninfo": [[35, 1, 1, "", "read_geninfo_exif"], [35, 1, 1, "", "read_geninfo_gif"], [35, 1, 1, "", "read_geninfo_parameters"], [35, 1, 1, "", "write_geninfo_exif"], [35, 1, 1, "", "write_geninfo_gif"], [35, 1, 1, "", "write_geninfo_parameters"]], "imgutils.metadata.lsb": [[37, 3, 1, "", "ImageLsbDataExtractor"], [37, 3, 1, "", "LSBExtractor"], [37, 3, 1, "", "LSBReadError"], [37, 1, 1, "", "inject_data"], [37, 1, 1, "", "read_lsb_metadata"], [37, 1, 1, "", "read_lsb_raw_bytes"], [37, 1, 1, "", "serialize_json"], [37, 1, 1, "", "serialize_pnginfo"], [37, 1, 1, "", "write_lsb_metadata"], [37, 1, 1, "", "write_lsb_raw_bytes"]], "imgutils.metadata.lsb.ImageLsbDataExtractor": [[37, 4, 1, "", "__init__"], [37, 4, 1, "", "extract_data"]], "imgutils.metadata.lsb.LSBExtractor": [[37, 4, 1, "", "__init__"], [37, 4, 1, "", "get_next_n_bytes"], [37, 4, 1, "", "get_one_byte"], [37, 4, 1, "", "read_32bit_integer"]], "imgutils.metrics": [[38, 0, 0, "-", "aesthetic"], [39, 0, 0, "-", "ccip"], [40, 0, 0, "-", "dbaesthetic"], [42, 0, 0, "-", "laplacian"], [43, 0, 0, "-", "lpips"], [44, 0, 0, "-", "psnr_"]], "imgutils.metrics.aesthetic": [[38, 1, 1, "", "get_aesthetic_score"]], "imgutils.metrics.ccip": [[39, 1, 1, "", "ccip_batch_differences"], [39, 1, 1, "", "ccip_batch_extract_features"], [39, 1, 1, "", "ccip_batch_same"], [39, 1, 1, "", "ccip_clustering"], [39, 1, 1, "", "ccip_default_clustering_params"], [39, 1, 1, "", "ccip_default_threshold"], [39, 1, 1, "", "ccip_difference"], [39, 1, 1, "", "ccip_extract_feature"], [39, 1, 1, "", "ccip_merge"], [39, 1, 1, "", "ccip_same"]], "imgutils.metrics.dbaesthetic": [[40, 1, 1, "", "anime_dbaesthetic"]], "imgutils.metrics.laplacian": [[42, 1, 1, "", "laplacian_score"]], "imgutils.metrics.lpips": [[43, 1, 1, "", "lpips_clustering"], [43, 1, 1, "", "lpips_difference"], [43, 1, 1, "", "lpips_extract_feature"]], "imgutils.metrics.psnr_": [[44, 1, 1, "", "psnr"]], "imgutils.ocr": [[45, 1, 1, "", "detect_text_with_ocr"], [45, 1, 1, "", "list_det_models"], [45, 1, 1, "", "list_rec_models"], [45, 1, 1, "", "ocr"]], "imgutils.operate": [[46, 0, 0, "-", "align"], [47, 0, 0, "-", "censor_"], [48, 0, 0, "-", "imgcensor"], [50, 0, 0, "-", "squeeze"]], "imgutils.operate.align": [[46, 1, 1, "", "align_maxsize"]], "imgutils.operate.censor_": [[47, 3, 1, "", "BaseCensor"], [47, 3, 1, "", "BlurCensor"], [47, 3, 1, "", "ColorCensor"], [47, 3, 1, "", "PixelateCensor"], [47, 1, 1, "", "censor_areas"], [47, 1, 1, "", "censor_nsfw"], [47, 1, 1, "", "register_censor_method"]], "imgutils.operate.censor_.BaseCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.BlurCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.ColorCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.PixelateCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor": [[48, 3, 1, "", "EmojiBasedCensor"], [48, 3, 1, "", "ImageBasedCensor"], [48, 3, 1, "", "SingleImage"]], "imgutils.operate.imgcensor.EmojiBasedCensor": [[48, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor.ImageBasedCensor": [[48, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor.SingleImage": [[48, 4, 1, "", "__init__"], [48, 4, 1, "", "find_for_area"], [48, 5, 1, "", "height"], [48, 5, 1, "", "width"]], "imgutils.operate.squeeze": [[50, 1, 1, "", "squeeze"], [50, 1, 1, "", "squeeze_with_transparency"]], "imgutils.pose": [[51, 0, 0, "-", "dwpose"], [52, 0, 0, "-", "format"], [54, 0, 0, "-", "visual"]], "imgutils.pose.dwpose": [[51, 1, 1, "", "dwpose_estimate"]], "imgutils.pose.format": [[52, 3, 1, "", "OP18KeyPointSet"], [52, 2, 1, "", "OP18_BODY_MAX"], [52, 2, 1, "", "OP18_BODY_MIN"], [52, 2, 1, "", "OP18_FACE_MAX"], [52, 2, 1, "", "OP18_FACE_MIN"], [52, 2, 1, "", "OP18_LEFT_FOOT_MAX"], [52, 2, 1, "", "OP18_LEFT_FOOT_MIN"], [52, 2, 1, "", "OP18_LEFT_HAND_MAX"], [52, 2, 1, "", "OP18_LEFT_HAND_MIN"], [52, 2, 1, "", "OP18_RIGHT_FOOT_MAX"], [52, 2, 1, "", "OP18_RIGHT_FOOT_MIN"], [52, 2, 1, "", "OP18_RIGHT_HAND_MAX"], [52, 2, 1, "", "OP18_RIGHT_HAND_MIN"], [52, 6, 1, "", "OpenPose18"]], "imgutils.pose.format.OP18KeyPointSet": [[52, 4, 1, "", "__init__"], [52, 4, 1, "", "__mul__"], [52, 4, 1, "", "__truediv__"], [52, 5, 1, "", "body"], [52, 5, 1, "", "face"], [52, 5, 1, "", "left_foot"], [52, 5, 1, "", "left_hand"], [52, 5, 1, "", "right_foot"], [52, 5, 1, "", "right_hand"]], "imgutils.pose.format.OpenPose18": [[52, 7, 1, "", "LEFT_ANKLE"], [52, 7, 1, "", "LEFT_BIG_TOE"], [52, 7, 1, "", "LEFT_EAR"], [52, 7, 1, "", "LEFT_ELBOW"], [52, 7, 1, "", "LEFT_EYE"], [52, 7, 1, "", "LEFT_HEEL"], [52, 7, 1, "", "LEFT_HIP"], [52, 7, 1, "", "LEFT_KNEE"], [52, 7, 1, "", "LEFT_SHOULDER"], [52, 7, 1, "", "LEFT_SMALL_TOE"], [52, 7, 1, "", "LEFT_WRIST"], [52, 7, 1, "", "NECK"], [52, 7, 1, "", "NOSE"], [52, 7, 1, "", "RIGHT_ANKLE"], [52, 7, 1, "", "RIGHT_BIG_TOE"], [52, 7, 1, "", "RIGHT_EAR"], [52, 7, 1, "", "RIGHT_ELBOW"], [52, 7, 1, "", "RIGHT_EYE"], [52, 7, 1, "", "RIGHT_HEEL"], [52, 7, 1, "", "RIGHT_HIP"], [52, 7, 1, "", "RIGHT_KNEE"], [52, 7, 1, "", "RIGHT_SHOULDER"], [52, 7, 1, "", "RIGHT_SMALL_TOE"], [52, 7, 1, "", "RIGHT_WRIST"]], "imgutils.pose.visual": [[54, 1, 1, "", "op18_visualize"]], "imgutils.preprocess": [[55, 0, 0, "-", "base"], [57, 0, 0, "-", "pillow"], [58, 0, 0, "-", "torchvision"], [59, 0, 0, "-", "transformers"]], "imgutils.preprocess.base": [[55, 3, 1, "", "NotParseTarget"]], "imgutils.preprocess.pillow": [[57, 1, 1, "", "create_pillow_transforms"], [57, 1, 1, "", "parse_pillow_transforms"], [57, 1, 1, "", "register_pillow_parse"], [57, 1, 1, "", "register_pillow_transform"]], "imgutils.preprocess.torchvision": [[58, 1, 1, "", "create_torchvision_transforms"], [58, 1, 1, "", "parse_torchvision_transforms"], [58, 1, 1, "", "register_torchvision_parse"], [58, 1, 1, "", "register_torchvision_transform"]], "imgutils.preprocess.transformers": [[59, 3, 1, "", "NotProcessorTypeError"], [59, 1, 1, "", "convert_to_size_dict"], [59, 1, 1, "", "create_bit_transforms"], [59, 1, 1, "", "create_blip_transforms"], [59, 1, 1, "", "create_clip_transforms"], [59, 1, 1, "", "create_convnext_transforms"], [59, 1, 1, "", "create_mobilenetv2_transforms"], [59, 1, 1, "", "create_siglip_transforms"], [59, 1, 1, "", "create_transforms_from_bit_processor"], [59, 1, 1, "", "create_transforms_from_blip_processor"], [59, 1, 1, "", "create_transforms_from_clip_processor"], [59, 1, 1, "", "create_transforms_from_convnext_processor"], [59, 1, 1, "", "create_transforms_from_mobilenetv2_processor"], [59, 1, 1, "", "create_transforms_from_siglip_processor"], [59, 1, 1, "", "create_transforms_from_transformers"], [59, 1, 1, "", "create_transforms_from_vit_processor"], [59, 1, 1, "", "create_vit_transforms"], [59, 1, 1, "", "get_size_dict"], [59, 1, 1, "", "is_valid_size_dict"], [59, 1, 1, "", "register_creators_for_transformers"]], "imgutils.resource": [[60, 0, 0, "-", "background"]], "imgutils.resource.background": [[60, 3, 1, "", "BackgroundImageSet"], [60, 1, 1, "", "get_bg_image"], [60, 1, 1, "", "get_bg_image_file"], [60, 1, 1, "", "list_bg_image_files"], [60, 1, 1, "", "random_bg_image"], [60, 1, 1, "", "random_bg_image_file"]], "imgutils.resource.background.BackgroundImageSet": [[60, 4, 1, "", "__init__"], [60, 4, 1, "", "get_image"], [60, 4, 1, "", "get_image_file"], [60, 4, 1, "", "list_image_files"], [60, 4, 1, "", "random_image"], [60, 4, 1, "", "random_image_file"]], "imgutils.restore": [[62, 0, 0, "-", "adversarial"], [64, 0, 0, "-", "nafnet"], [65, 0, 0, "-", "scunet"]], "imgutils.restore.adversarial": [[62, 1, 1, "", "remove_adversarial_noise"]], "imgutils.restore.nafnet": [[64, 1, 1, "", "restore_with_nafnet"]], "imgutils.restore.scunet": [[65, 1, 1, "", "restore_with_scunet"]], "imgutils.sd": [[67, 0, 0, "-", "metadata"], [68, 0, 0, "-", "model"], [69, 0, 0, "-", "nai"]], "imgutils.sd.metadata": [[67, 3, 1, "", "SDMetaData"], [67, 1, 1, "", "get_sdmeta_from_image"], [67, 1, 1, "", "parse_sdmeta_from_text"], [67, 1, 1, "", "save_image_with_sdmeta"]], "imgutils.sd.metadata.SDMetaData": [[67, 4, 1, "", "__str__"], [67, 5, 1, "", "pnginfo"], [67, 5, 1, "", "text"]], "imgutils.sd.model": [[68, 1, 1, "", "read_metadata"], [68, 1, 1, "", "save_with_metadata"]], "imgutils.sd.nai": [[69, 3, 1, "", "NAIMetaData"], [69, 3, 1, "", "NAIMetadata"], [69, 1, 1, "", "add_naimeta_to_image"], [69, 1, 1, "", "get_naimeta_from_image"], [69, 1, 1, "", "save_image_with_naimeta"]], "imgutils.sd.nai.NAIMetaData": [[69, 4, 1, "", "__init__"], [69, 5, 1, "", "pnginfo"]], "imgutils.segment": [[71, 0, 0, "-", "isnetis"]], "imgutils.segment.isnetis": [[71, 1, 1, "", "get_isnetis_mask"], [71, 1, 1, "", "segment_rgba_with_isnetis"], [71, 1, 1, "", "segment_with_isnetis"]], "imgutils.tagging": [[72, 0, 0, "-", "blacklist"], [73, 0, 0, "-", "character"], [74, 0, 0, "-", "deepdanbooru"], [75, 0, 0, "-", "deepgelbooru"], [76, 0, 0, "-", "format"], [78, 0, 0, "-", "match"], [79, 0, 0, "-", "mldanbooru"], [80, 0, 0, "-", "order"], [81, 0, 0, "-", "overlap"], [82, 0, 0, "-", "wd14"]], "imgutils.tagging.blacklist": [[72, 1, 1, "", "drop_blacklisted_tags"], [72, 1, 1, "", "is_blacklisted"]], "imgutils.tagging.character": [[73, 2, 1, "", "CHAR_PREFIXES"], [73, 2, 1, "", "CHAR_SUFFIXES"], [73, 2, 1, "", "CHAR_WHITELIST_PREFIX"], [73, 2, 1, "", "CHAR_WHITELIST_SUFFIX"], [73, 2, 1, "", "CHAR_WHITELIST_WORD"], [73, 3, 1, "", "CharacterTagPool"], [73, 1, 1, "", "drop_basic_character_tags"], [73, 1, 1, "", "is_basic_character_tag"]], "imgutils.tagging.character.CharacterTagPool": [[73, 4, 1, "", "__init__"], [73, 4, 1, "", "drop_basic_character_tags"], [73, 4, 1, "", "is_basic_character_tag"]], "imgutils.tagging.deepdanbooru": [[74, 1, 1, "", "get_deepdanbooru_tags"]], "imgutils.tagging.deepgelbooru": [[75, 1, 1, "", "get_deepgelbooru_tags"]], "imgutils.tagging.format": [[76, 1, 1, "", "add_underline"], [76, 1, 1, "", "remove_underline"], [76, 1, 1, "", "tags_to_text"]], "imgutils.tagging.match": [[78, 1, 1, "", "tag_match_full"], [78, 1, 1, "", "tag_match_prefix"], [78, 1, 1, "", "tag_match_suffix"]], "imgutils.tagging.mldanbooru": [[79, 1, 1, "", "get_mldanbooru_tags"]], "imgutils.tagging.order": [[80, 1, 1, "", "sort_tags"]], "imgutils.tagging.overlap": [[81, 1, 1, "", "drop_overlap_tags"]], "imgutils.tagging.wd14": [[82, 1, 1, "", "convert_wd14_emb_to_prediction"], [82, 1, 1, "", "denormalize_wd14_emb"], [82, 1, 1, "", "get_wd14_tags"]], "imgutils.upscale": [[83, 0, 0, "-", "cdc"]], "imgutils.upscale.cdc": [[83, 1, 1, "", "upscale_with_cdc"]], "imgutils.utils": [[85, 0, 0, "-", "cache"], [86, 0, 0, "-", "func"], [88, 0, 0, "-", "onnxruntime"]], "imgutils.utils.cache": [[85, 1, 1, "", "ts_lru_cache"]], "imgutils.utils.func": [[86, 1, 1, "", "sigmoid"]], "imgutils.utils.onnxruntime": [[88, 1, 1, "", "get_onnx_provider"], [88, 1, 1, "", "open_onnx_model"]], "imgutils.validate": [[89, 0, 0, "-", "aicheck"], [90, 0, 0, "-", "bangumi_char"], [91, 0, 0, "-", "classify"], [92, 0, 0, "-", "color"], [93, 0, 0, "-", "completeness"], [94, 0, 0, "-", "dbrating"], [95, 0, 0, "-", "furry"], [97, 0, 0, "-", "monochrome"], [98, 0, 0, "-", "nsfw"], [99, 0, 0, "-", "portrait"], [100, 0, 0, "-", "rating"], [101, 0, 0, "-", "real"], [102, 0, 0, "-", "safe"], [103, 0, 0, "-", "style_age"], [104, 0, 0, "-", "teen"], [105, 0, 0, "-", "truncate"]], "imgutils.validate.aicheck": [[89, 1, 1, "", "get_ai_created_score"], [89, 1, 1, "", "is_ai_created"]], "imgutils.validate.bangumi_char": [[90, 1, 1, "", "anime_bangumi_char"], [90, 1, 1, "", "anime_bangumi_char_score"]], "imgutils.validate.classify": [[91, 1, 1, "", "anime_classify"], [91, 1, 1, "", "anime_classify_score"]], "imgutils.validate.color": [[92, 1, 1, "", "is_greyscale"]], "imgutils.validate.completeness": [[93, 1, 1, "", "anime_completeness"], [93, 1, 1, "", "anime_completeness_score"]], "imgutils.validate.dbrating": [[94, 1, 1, "", "anime_dbrating"], [94, 1, 1, "", "anime_dbrating_score"]], "imgutils.validate.furry": [[95, 1, 1, "", "anime_furry"], [95, 1, 1, "", "anime_furry_score"]], "imgutils.validate.monochrome": [[97, 1, 1, "", "get_monochrome_score"], [97, 1, 1, "", "is_monochrome"]], "imgutils.validate.nsfw": [[98, 1, 1, "", "nsfw_pred"], [98, 1, 1, "", "nsfw_pred_score"]], "imgutils.validate.portrait": [[99, 1, 1, "", "anime_portrait"], [99, 1, 1, "", "anime_portrait_score"]], "imgutils.validate.rating": [[100, 1, 1, "", "anime_rating"], [100, 1, 1, "", "anime_rating_score"]], "imgutils.validate.real": [[101, 1, 1, "", "anime_real"], [101, 1, 1, "", "anime_real_score"]], "imgutils.validate.safe": [[102, 1, 1, "", "safe_check"], [102, 1, 1, "", "safe_check_score"]], "imgutils.validate.style_age": [[103, 1, 1, "", "anime_style_age"], [103, 1, 1, "", "anime_style_age_score"]], "imgutils.validate.teen": [[104, 1, 1, "", "anime_teen"], [104, 1, 1, "", "anime_teen_score"]], "imgutils.validate.truncate": [[105, 1, 1, "", "is_truncated_file"]]}, "objtypes": {"0": "py:module", "1": "py:function", "2": "py:data", "3": "py:class", "4": "py:method", "5": "py:property", "6": "py:enum", "7": "py:attribute"}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "function", "Python function"], "2": ["py", "data", "Python data"], "3": ["py", "class", "Python class"], "4": ["py", "method", "Python method"], "5": ["py", "property", "Python property"], "6": ["py", "enum", "Python enum"], "7": ["py", "attribute", "Python attribute"]}, "titleterms": {"imgutil": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106], "ascii": [0, 1], "draw": 0, "ascii_draw": 0, "config": [2, 3], "meta": 3, "__title__": 3, "__version__": 3, "__description__": 3, "__author__": 3, "__author_email__": 3, "data": [4, 5, 6, 7, 8, 9, 10, 11], "background": [4, 60], "grid_background": 4, "grid_transpar": 4, "blob": 5, "to_blob_url": 5, "load_image_from_blob_url": 5, "is_valid_image_blob_url": 5, "decod": 6, "rgb_decod": 6, "encod": 7, "rgb_encod": 7, "imag": 8, "load_imag": 8, "has_alpha_channel": 8, "layer": 10, "istack": 10, "url": 11, "download_image_from_url": 11, "is_http_url": 11, "detect": [12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24], "booru_yolo": 12, "model": [12, 68], "label": 12, "descript": 12, "avail": 12, "pp": 12, "seri": 12, "AS": 12, "aa": 12, "detect_with_booru_yolo": 12, "censor": 13, "detect_censor": 13, "ey": 14, "detect_ey": 14, "face": 15, "detect_fac": 15, "halfbodi": 16, "detect_halfbodi": 16, "hand": 17, "detect_hand": 17, "head": 18, "detect_head": 18, "nudenet": 20, "detect_with_nudenet": 20, "person": 21, "detect_person": 21, "similar": 22, "calculate_i": 22, "bboxes_similar": 22, "detection_similar": 22, "text": 23, "detect_text": 23, "visual": [24, 54], "detection_visu": 24, "edg": [25, 26, 27, 28], "canni": 25, "get_edge_by_canni": 25, "edge_image_with_canni": 25, "lineart": 27, "get_edge_by_lineart": 27, "edge_image_with_lineart": 27, "lineart_anim": 28, "get_edge_by_lineart_anim": 28, "edge_image_with_lineart_anim": 28, "gener": [29, 30, 31, 32, 33, 34], "classifi": [29, 91], "classifymodel": 29, "classify_predict_scor": 29, "classify_predict": 29, "classify_predict_fmt": 29, "clip": 30, "clipmodel": 30, "clip_image_encod": 30, "clip_text_encod": 30, "clip_predict": 30, "enhanc": 31, "imageenhanc": 31, "siglip": 33, "siglipmodel": 33, "siglip_image_encod": 33, "siglip_text_encod": 33, "siglip_predict": 33, "yolo": 34, "yolomodel": 34, "yolo_predict": 34, "metadata": [35, 36, 37, 67], "geninfo": 35, "read_geninfo_paramet": 35, "read_geninfo_exif": 35, "read_geninfo_gif": 35, "write_geninfo_paramet": 35, "write_geninfo_exif": 35, "write_geninfo_gif": 35, "lsb": 37, "read_lsb_raw_byt": 37, "read_lsb_metadata": 37, "write_lsb_raw_byt": 37, "write_lsb_metadata": 37, "lsbreaderror": 37, "lsbextractor": 37, "imagelsbdataextractor": 37, "serialize_pnginfo": 37, "serialize_json": 37, "inject_data": 37, "metric": [38, 39, 40, 41, 42, 43, 44], "aesthet": 38, "get_aesthetic_scor": 38, "ccip": 39, "ccip_extract_featur": 39, "ccip_batch_extract_featur": 39, "ccip_default_threshold": 39, "ccip_differ": 39, "ccip_sam": 39, "ccip_batch_differ": 39, "ccip_batch_sam": 39, "ccip_default_clustering_param": 39, "ccip_clust": 39, "ccip_merg": 39, "dbaesthet": 40, "anime_dbaesthet": 40, "laplacian": 42, "laplacian_scor": 42, "lpip": 43, "lpips_extract_featur": 43, "lpips_differ": 43, "lpips_clust": 43, "psnr_": 44, "psnr": 44, "ocr": 45, "detect_text_with_ocr": 45, "list_det_model": 45, "list_rec_model": 45, "oper": [46, 47, 48, 49, 50], "align": 46, "align_maxs": 46, "censor_": 47, "censor_area": 47, "censor_nsfw": 47, "basecensor": 47, "colorcensor": 47, "blurcensor": 47, "pixelatecensor": 47, "register_censor_method": 47, "imgcensor": 48, "imagebasedcensor": 48, "emojibasedcensor": 48, "singleimag": 48, "squeez": 50, "squeeze_with_transpar": 50, "pose": [51, 52, 53, 54], "dwpose": 51, "dwpose_estim": 51, "format": [52, 76], "op18keypointset": 52, "openpose18": 52, "op18_body_max": 52, "op18_body_min": 52, "op18_face_max": 52, "op18_face_min": 52, "op18_left_foot_max": 52, "op18_left_foot_min": 52, "op18_left_hand_max": 52, "op18_left_hand_min": 52, "op18_right_foot_max": 52, "op18_right_foot_min": 52, "op18_right_hand_max": 52, "op18_right_hand_min": 52, "op18_visu": 54, "preprocess": [55, 56, 57, 58, 59], "base": 55, "notparsetarget": 55, "pillow": 57, "register_pillow_transform": 57, "register_pillow_pars": 57, "create_pillow_transform": 57, "parse_pillow_transform": 57, "torchvis": 58, "register_torchvision_transform": 58, "register_torchvision_pars": 58, "create_torchvision_transform": 58, "parse_torchvision_transform": 58, "transform": 59, "register_creators_for_transform": 59, "notprocessortypeerror": 59, "create_transforms_from_transform": 59, "is_valid_size_dict": 59, "convert_to_size_dict": 59, "get_size_dict": 59, "create_clip_transform": 59, "create_transforms_from_clip_processor": 59, "create_convnext_transform": 59, "create_transforms_from_convnext_processor": 59, "create_vit_transform": 59, "create_transforms_from_vit_processor": 59, "create_siglip_transform": 59, "create_transforms_from_siglip_processor": 59, "create_bit_transform": 59, "create_transforms_from_bit_processor": 59, "create_blip_transform": 59, "create_transforms_from_blip_processor": 59, "create_mobilenetv2_transform": 59, "create_transforms_from_mobilenetv2_processor": 59, "resourc": [60, 61], "backgroundimageset": 60, "list_bg_image_fil": 60, "get_bg_image_fil": 60, "get_bg_imag": 60, "random_bg_image_fil": 60, "random_bg_imag": 60, "restor": [62, 63, 64, 65], "adversari": 62, "remove_adversarial_nois": 62, "nafnet": 64, "restore_with_nafnet": 64, "scunet": 65, "restore_with_scunet": 65, "sd": [66, 67, 68, 69], "sdmetadata": 67, "parse_sdmeta_from_text": 67, "get_sdmeta_from_imag": 67, "save_image_with_sdmeta": 67, "read_metadata": 68, "save_with_metadata": 68, "nai": 69, "naimetadata": 69, "get_naimeta_from_imag": 69, "add_naimeta_to_imag": 69, "save_image_with_naimeta": 69, "segment": [70, 71], "isneti": 71, "get_isnetis_mask": 71, "segment_with_isneti": 71, "segment_rgba_with_isneti": 71, "tag": [72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82], "blacklist": 72, "is_blacklist": 72, "drop_blacklisted_tag": 72, "charact": 73, "char_whitelist_suffix": 73, "char_whitelist_prefix": 73, "char_whitelist_word": 73, "char_suffix": 73, "char_prefix": 73, "charactertagpool": 73, "is_basic_character_tag": 73, "drop_basic_character_tag": 73, "deepdanbooru": 74, "get_deepdanbooru_tag": 74, "deepgelbooru": 75, "get_deepgelbooru_tag": 75, "add_underlin": 76, "remove_underlin": 76, "tags_to_text": 76, "match": 78, "tag_match_suffix": 78, "tag_match_prefix": 78, "tag_match_ful": 78, "mldanbooru": 79, "get_mldanbooru_tag": 79, "order": 80, "sort_tag": 80, "overlap": 81, "drop_overlap_tag": 81, "wd14": 82, "get_wd14_tag": 82, "convert_wd14_emb_to_predict": 82, "denormalize_wd14_emb": 82, "upscal": [83, 84], "cdc": 83, "upscale_with_cdc": 83, "util": [85, 86, 87, 88], "cach": 85, "ts_lru_cach": 85, "func": 86, "sigmoid": 86, "onnxruntim": 88, "get_onnx_provid": 88, "open_onnx_model": 88, "valid": [89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105], "aicheck": 89, "get_ai_created_scor": 89, "is_ai_cr": 89, "bangumi_char": 90, "anime_bangumi_char_scor": 90, "anime_bangumi_char": 90, "anime_classify_scor": 91, "anime_classifi": 91, "color": 92, "is_greyscal": 92, "complet": 93, "anime_completeness_scor": 93, "anime_complet": 93, "dbrate": 94, "anime_dbrating_scor": 94, "anime_dbr": 94, "furri": 95, "anime_furry_scor": 95, "anime_furri": 95, "monochrom": 97, "get_monochrome_scor": 97, "is_monochrom": 97, "nsfw": 98, "nsfw_pred_scor": 98, "nsfw_pred": 98, "portrait": 99, "anime_portrait_scor": 99, "anime_portrait": 99, "rate": 100, "anime_rating_scor": 100, "anime_r": [100, 101], "real": 101, "anime_real_scor": 101, "safe": 102, "safe_check_scor": 102, "safe_check": 102, "style_ag": 103, "anime_style_age_scor": 103, "anime_style_ag": 103, "teen": 104, "anime_teen_scor": 104, "anime_teen": 104, "truncat": 105, "is_truncated_fil": 105, "welcom": 106, "": 106, "document": 106, "overview": 106, "tutori": 106, "inform": [106, 107, 108], "api": 106, "run": [107, 108], "environ": [107, 108], "instal": 109, "quick": 110, "start": 110}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.viewcode": 1, "sphinx.ext.todo": 2, "nbsphinx": 4, "sphinx": 58}, "alltitles": {"imgutils.ascii.drawing": [[0, "module-imgutils.ascii.drawing"]], "ascii_drawing": [[0, "ascii-drawing"]], "imgutils.ascii": [[1, "module-imgutils.ascii"]], "imgutils.config": [[2, "module-imgutils.config"]], "imgutils.config.meta": [[3, "module-imgutils.config.meta"]], "__TITLE__": [[3, "title"]], "__VERSION__": [[3, "version"]], "__DESCRIPTION__": [[3, "description"]], "__AUTHOR__": [[3, "author"]], "__AUTHOR_EMAIL__": [[3, "author-email"]], "imgutils.data.background": [[4, "module-imgutils.data.background"]], "grid_background": [[4, "grid-background"]], "grid_transparent": [[4, "grid-transparent"]], "imgutils.data.blob": [[5, "module-imgutils.data.blob"]], "to_blob_url": [[5, "to-blob-url"]], "load_image_from_blob_url": [[5, "load-image-from-blob-url"]], "is_valid_image_blob_url": [[5, "is-valid-image-blob-url"]], "imgutils.data.decode": [[6, "module-imgutils.data.decode"]], "rgb_decode": [[6, "rgb-decode"]], "imgutils.data.encode": [[7, "module-imgutils.data.encode"]], "rgb_encode": [[7, "rgb-encode"]], "imgutils.data.image": [[8, "module-imgutils.data.image"]], "load_image": [[8, "load-image"]], "load_images": [[8, "load-images"]], "has_alpha_channel": [[8, "has-alpha-channel"]], "imgutils.data": [[9, "module-imgutils.data"]], "imgutils.data.layer": [[10, "module-imgutils.data.layer"]], "istack": [[10, "istack"]], "imgutils.data.url": [[11, "module-imgutils.data.url"]], "download_image_from_url": [[11, "download-image-from-url"]], "is_http_url": [[11, "is-http-url"]], "imgutils.detect.booru_yolo": [[12, "module-imgutils.detect.booru_yolo"]], "Model Labels and Descriptions": [[12, "id1"]], "Available Models (PP Series)": [[12, "id2"]], "Available Models (AS Series)": [[12, "id3"]], "Available Models (AA Series)": [[12, "id4"]], "detect_with_booru_yolo": [[12, "detect-with-booru-yolo"]], "imgutils.detect.censor": [[13, "module-imgutils.detect.censor"]], "detect_censors": [[13, "detect-censors"]], "imgutils.detect.eye": [[14, "module-imgutils.detect.eye"]], "detect_eyes": [[14, "detect-eyes"]], "imgutils.detect.face": [[15, "module-imgutils.detect.face"]], "detect_faces": [[15, "detect-faces"]], "imgutils.detect.halfbody": [[16, "module-imgutils.detect.halfbody"]], "detect_halfbody": [[16, "detect-halfbody"]], "imgutils.detect.hand": [[17, "module-imgutils.detect.hand"]], "detect_hands": [[17, "detect-hands"]], "imgutils.detect.head": [[18, "module-imgutils.detect.head"]], "detect_heads": [[18, "detect-heads"]], "imgutils.detect": [[19, "module-imgutils.detect"]], "imgutils.detect.nudenet": [[20, "module-imgutils.detect.nudenet"]], "detect_with_nudenet": [[20, "detect-with-nudenet"]], "imgutils.detect.person": [[21, "module-imgutils.detect.person"]], "detect_person": [[21, "detect-person"]], "imgutils.detect.similarity": [[22, "module-imgutils.detect.similarity"]], "calculate_iou": [[22, "calculate-iou"]], "bboxes_similarity": [[22, "bboxes-similarity"]], "detection_similarity": [[22, "detection-similarity"]], "imgutils.detect.text": [[23, "module-imgutils.detect.text"]], "detect_text": [[23, "detect-text"]], "imgutils.detect.visual": [[24, "module-imgutils.detect.visual"]], "detection_visualize": [[24, "detection-visualize"]], "imgutils.edge.canny": [[25, "module-imgutils.edge.canny"]], "get_edge_by_canny": [[25, "get-edge-by-canny"]], "edge_image_with_canny": [[25, "edge-image-with-canny"]], "imgutils.edge": [[26, "module-imgutils.edge"]], "imgutils.edge.lineart": [[27, "module-imgutils.edge.lineart"]], "get_edge_by_lineart": [[27, "get-edge-by-lineart"]], "edge_image_with_lineart": [[27, "edge-image-with-lineart"]], "imgutils.edge.lineart_anime": [[28, "module-imgutils.edge.lineart_anime"]], "get_edge_by_lineart_anime": [[28, "get-edge-by-lineart-anime"]], "edge_image_with_lineart_anime": [[28, "edge-image-with-lineart-anime"]], "imgutils.generic.classify": [[29, "module-imgutils.generic.classify"]], "ClassifyModel": [[29, "classifymodel"]], "classify_predict_score": [[29, "classify-predict-score"]], "classify_predict": [[29, "classify-predict"]], "classify_predict_fmt": [[29, "classify-predict-fmt"]], "imgutils.generic.clip": [[30, "module-imgutils.generic.clip"]], "CLIPModel": [[30, "clipmodel"]], "clip_image_encode": [[30, "clip-image-encode"]], "clip_text_encode": [[30, "clip-text-encode"]], "clip_predict": [[30, "clip-predict"]], "imgutils.generic.enhance": [[31, "module-imgutils.generic.enhance"]], "ImageEnhancer": [[31, "imageenhancer"]], "imgutils.generic": [[32, "module-imgutils.generic"]], "imgutils.generic.siglip": [[33, "module-imgutils.generic.siglip"]], "SigLIPModel": [[33, "siglipmodel"]], "siglip_image_encode": [[33, "siglip-image-encode"]], "siglip_text_encode": [[33, "siglip-text-encode"]], "siglip_predict": [[33, "siglip-predict"]], "imgutils.generic.yolo": [[34, "module-imgutils.generic.yolo"]], "YOLOModel": [[34, "yolomodel"]], "yolo_predict": [[34, "yolo-predict"]], "imgutils.metadata.geninfo": [[35, "module-imgutils.metadata.geninfo"]], "read_geninfo_parameters": [[35, "read-geninfo-parameters"]], "read_geninfo_exif": [[35, "read-geninfo-exif"]], "read_geninfo_gif": [[35, "read-geninfo-gif"]], "write_geninfo_parameters": [[35, "write-geninfo-parameters"]], "write_geninfo_exif": [[35, "write-geninfo-exif"]], "write_geninfo_gif": [[35, "write-geninfo-gif"]], "imgutils.metadata": [[36, "module-imgutils.metadata"]], "imgutils.metadata.lsb": [[37, "module-imgutils.metadata.lsb"]], "read_lsb_raw_bytes": [[37, "read-lsb-raw-bytes"]], "read_lsb_metadata": [[37, "read-lsb-metadata"]], "write_lsb_raw_bytes": [[37, "write-lsb-raw-bytes"]], "write_lsb_metadata": [[37, "write-lsb-metadata"]], "LSBReadError": [[37, "lsbreaderror"]], "LSBExtractor": [[37, "lsbextractor"]], "ImageLsbDataExtractor": [[37, "imagelsbdataextractor"]], "serialize_pnginfo": [[37, "serialize-pnginfo"]], "serialize_json": [[37, "serialize-json"]], "inject_data": [[37, "inject-data"]], "imgutils.metrics.aesthetic": [[38, "module-imgutils.metrics.aesthetic"]], "get_aesthetic_score": [[38, "get-aesthetic-score"]], "imgutils.metrics.ccip": [[39, "module-imgutils.metrics.ccip"]], "ccip_extract_feature": [[39, "ccip-extract-feature"]], "ccip_batch_extract_features": [[39, "ccip-batch-extract-features"]], "ccip_default_threshold": [[39, "ccip-default-threshold"]], "ccip_difference": [[39, "ccip-difference"]], "ccip_same": [[39, "ccip-same"]], "ccip_batch_differences": [[39, "ccip-batch-differences"]], "ccip_batch_same": [[39, "ccip-batch-same"]], "ccip_default_clustering_params": [[39, "ccip-default-clustering-params"]], "ccip_clustering": [[39, "ccip-clustering"]], "ccip_merge": [[39, "ccip-merge"]], "imgutils.metrics.dbaesthetic": [[40, "module-imgutils.metrics.dbaesthetic"]], "anime_dbaesthetic": [[40, "anime-dbaesthetic"]], "imgutils.metrics": [[41, "module-imgutils.metrics"]], "imgutils.metrics.laplacian": [[42, "module-imgutils.metrics.laplacian"]], "laplacian_score": [[42, "laplacian-score"]], "imgutils.metrics.lpips": [[43, "module-imgutils.metrics.lpips"]], "lpips_extract_feature": [[43, "lpips-extract-feature"]], "lpips_difference": [[43, "lpips-difference"]], "lpips_clustering": [[43, "lpips-clustering"]], "imgutils.metrics.psnr_": [[44, "module-imgutils.metrics.psnr_"]], "psnr": [[44, "id1"]], "imgutils.ocr": [[45, "module-imgutils.ocr"]], "detect_text_with_ocr": [[45, "detect-text-with-ocr"]], "ocr": [[45, "ocr"]], "list_det_models": [[45, "list-det-models"]], "list_rec_models": [[45, "list-rec-models"]], "imgutils.operate.align": [[46, "module-imgutils.operate.align"]], "align_maxsize": [[46, "align-maxsize"]], "imgutils.operate.censor_": [[47, "module-imgutils.operate.censor_"]], "censor_areas": [[47, "censor-areas"]], "censor_nsfw": [[47, "censor-nsfw"]], "BaseCensor": [[47, "basecensor"]], "ColorCensor": [[47, "colorcensor"]], "BlurCensor": [[47, "blurcensor"]], "PixelateCensor": [[47, "pixelatecensor"]], "register_censor_method": [[47, "register-censor-method"]], "imgutils.operate.imgcensor": [[48, "module-imgutils.operate.imgcensor"]], "ImageBasedCensor": [[48, "imagebasedcensor"]], "EmojiBasedCensor": [[48, "emojibasedcensor"]], "SingleImage": [[48, "singleimage"]], "imgutils.operate": [[49, "module-imgutils.operate"]], "imgutils.operate.squeeze": [[50, "module-imgutils.operate.squeeze"]], "squeeze": [[50, "squeeze"]], "squeeze_with_transparency": [[50, "squeeze-with-transparency"]], "imgutils.pose.dwpose": [[51, "module-imgutils.pose.dwpose"]], "dwpose_estimate": [[51, "dwpose-estimate"]], "imgutils.pose.format": [[52, "module-imgutils.pose.format"]], "OP18KeyPointSet": [[52, "op18keypointset"]], "OpenPose18": [[52, "openpose18"]], "OP18_BODY_MAX": [[52, "op18-body-max"]], "OP18_BODY_MIN": [[52, "op18-body-min"]], "OP18_FACE_MAX": [[52, "op18-face-max"]], "OP18_FACE_MIN": [[52, "op18-face-min"]], "OP18_LEFT_FOOT_MAX": [[52, "op18-left-foot-max"]], "OP18_LEFT_FOOT_MIN": [[52, "op18-left-foot-min"]], "OP18_LEFT_HAND_MAX": [[52, "op18-left-hand-max"]], "OP18_LEFT_HAND_MIN": [[52, "op18-left-hand-min"]], "OP18_RIGHT_FOOT_MAX": [[52, "op18-right-foot-max"]], "OP18_RIGHT_FOOT_MIN": [[52, "op18-right-foot-min"]], "OP18_RIGHT_HAND_MAX": [[52, "op18-right-hand-max"]], "OP18_RIGHT_HAND_MIN": [[52, "op18-right-hand-min"]], "imgutils.pose": [[53, "module-imgutils.pose"]], "imgutils.pose.visual": [[54, "module-imgutils.pose.visual"]], "op18_visualize": [[54, "op18-visualize"]], "imgutils.preprocess.base": [[55, "module-imgutils.preprocess.base"]], "NotParseTarget": [[55, "notparsetarget"]], "imgutils.preprocess": [[56, "module-imgutils.preprocess"]], "imgutils.preprocess.pillow": [[57, "module-imgutils.preprocess.pillow"]], "register_pillow_transform": [[57, "register-pillow-transform"]], "register_pillow_parse": [[57, "register-pillow-parse"]], "create_pillow_transforms": [[57, "create-pillow-transforms"]], "parse_pillow_transforms": [[57, "parse-pillow-transforms"]], "imgutils.preprocess.torchvision": [[58, "module-imgutils.preprocess.torchvision"]], "register_torchvision_transform": [[58, "register-torchvision-transform"]], "register_torchvision_parse": [[58, "register-torchvision-parse"]], "create_torchvision_transforms": [[58, "create-torchvision-transforms"]], "parse_torchvision_transforms": [[58, "parse-torchvision-transforms"]], "imgutils.preprocess.transformers": [[59, "module-imgutils.preprocess.transformers"]], "register_creators_for_transformers": [[59, "register-creators-for-transformers"]], "NotProcessorTypeError": [[59, "notprocessortypeerror"]], "create_transforms_from_transformers": [[59, "create-transforms-from-transformers"]], "is_valid_size_dict": [[59, "is-valid-size-dict"]], "convert_to_size_dict": [[59, "convert-to-size-dict"]], "get_size_dict": [[59, "get-size-dict"]], "create_clip_transforms": [[59, "create-clip-transforms"]], "create_transforms_from_clip_processor": [[59, "create-transforms-from-clip-processor"]], "create_convnext_transforms": [[59, "create-convnext-transforms"]], "create_transforms_from_convnext_processor": [[59, "create-transforms-from-convnext-processor"]], "create_vit_transforms": [[59, "create-vit-transforms"]], "create_transforms_from_vit_processor": [[59, "create-transforms-from-vit-processor"]], "create_siglip_transforms": [[59, "create-siglip-transforms"]], "create_transforms_from_siglip_processor": [[59, "create-transforms-from-siglip-processor"]], "create_bit_transforms": [[59, "create-bit-transforms"]], "create_transforms_from_bit_processor": [[59, "create-transforms-from-bit-processor"]], "create_blip_transforms": [[59, "create-blip-transforms"]], "create_transforms_from_blip_processor": [[59, "create-transforms-from-blip-processor"]], "create_mobilenetv2_transforms": [[59, "create-mobilenetv2-transforms"]], "create_transforms_from_mobilenetv2_processor": [[59, "create-transforms-from-mobilenetv2-processor"]], "imgutils.resource.background": [[60, "module-imgutils.resource.background"]], "BackgroundImageSet": [[60, "backgroundimageset"]], "list_bg_image_files": [[60, "list-bg-image-files"]], "get_bg_image_file": [[60, "get-bg-image-file"]], "get_bg_image": [[60, "get-bg-image"]], "random_bg_image_file": [[60, "random-bg-image-file"]], "random_bg_image": [[60, "random-bg-image"]], "imgutils.resource": [[61, "module-imgutils.resource"]], "imgutils.restore.adversarial": [[62, "module-imgutils.restore.adversarial"]], "remove_adversarial_noise": [[62, "remove-adversarial-noise"]], "imgutils.restore": [[63, "module-imgutils.restore"]], "imgutils.restore.nafnet": [[64, "module-imgutils.restore.nafnet"]], "restore_with_nafnet": [[64, "restore-with-nafnet"]], "imgutils.restore.scunet": [[65, "module-imgutils.restore.scunet"]], "restore_with_scunet": [[65, "restore-with-scunet"]], "imgutils.sd": [[66, "module-imgutils.sd"]], "imgutils.sd.metadata": [[67, "module-imgutils.sd.metadata"]], "SDMetaData": [[67, "sdmetadata"]], "parse_sdmeta_from_text": [[67, "parse-sdmeta-from-text"]], "get_sdmeta_from_image": [[67, "get-sdmeta-from-image"]], "save_image_with_sdmeta": [[67, "save-image-with-sdmeta"]], "imgutils.sd.model": [[68, "module-imgutils.sd.model"]], "read_metadata": [[68, "read-metadata"]], "save_with_metadata": [[68, "save-with-metadata"]], "imgutils.sd.nai": [[69, "module-imgutils.sd.nai"]], "NAIMetaData": [[69, "naimetadata"]], "NAIMetadata": [[69, "id1"]], "get_naimeta_from_image": [[69, "get-naimeta-from-image"]], "add_naimeta_to_image": [[69, "add-naimeta-to-image"]], "save_image_with_naimeta": [[69, "save-image-with-naimeta"]], "imgutils.segment": [[70, "module-imgutils.segment"]], "imgutils.segment.isnetis": [[71, "module-imgutils.segment.isnetis"]], "get_isnetis_mask": [[71, "get-isnetis-mask"]], "segment_with_isnetis": [[71, "segment-with-isnetis"]], "segment_rgba_with_isnetis": [[71, "segment-rgba-with-isnetis"]], "imgutils.tagging.blacklist": [[72, "module-imgutils.tagging.blacklist"]], "is_blacklisted": [[72, "is-blacklisted"]], "drop_blacklisted_tags": [[72, "drop-blacklisted-tags"]], "imgutils.tagging.character": [[73, "module-imgutils.tagging.character"]], "CHAR_WHITELIST_SUFFIX": [[73, "char-whitelist-suffix"]], "CHAR_WHITELIST_PREFIX": [[73, "char-whitelist-prefix"]], "CHAR_WHITELIST_WORD": [[73, "char-whitelist-word"]], "CHAR_SUFFIXES": [[73, "char-suffixes"]], "CHAR_PREFIXES": [[73, "char-prefixes"]], "CharacterTagPool": [[73, "charactertagpool"]], "is_basic_character_tag": [[73, "is-basic-character-tag"]], "drop_basic_character_tags": [[73, "drop-basic-character-tags"]], "imgutils.tagging.deepdanbooru": [[74, "module-imgutils.tagging.deepdanbooru"]], "get_deepdanbooru_tags": [[74, "get-deepdanbooru-tags"]], "imgutils.tagging.deepgelbooru": [[75, "module-imgutils.tagging.deepgelbooru"]], "get_deepgelbooru_tags": [[75, "get-deepgelbooru-tags"]], "imgutils.tagging.format": [[76, "module-imgutils.tagging.format"]], "add_underline": [[76, "add-underline"]], "remove_underline": [[76, "remove-underline"]], "tags_to_text": [[76, "tags-to-text"]], "imgutils.tagging": [[77, "module-imgutils.tagging"]], "imgutils.tagging.match": [[78, "module-imgutils.tagging.match"]], "tag_match_suffix": [[78, "tag-match-suffix"]], "tag_match_prefix": [[78, "tag-match-prefix"]], "tag_match_full": [[78, "tag-match-full"]], "imgutils.tagging.mldanbooru": [[79, "module-imgutils.tagging.mldanbooru"]], "get_mldanbooru_tags": [[79, "get-mldanbooru-tags"]], "imgutils.tagging.order": [[80, "module-imgutils.tagging.order"]], "sort_tags": [[80, "sort-tags"]], "imgutils.tagging.overlap": [[81, "module-imgutils.tagging.overlap"]], "drop_overlap_tags": [[81, "drop-overlap-tags"]], "imgutils.tagging.wd14": [[82, "module-imgutils.tagging.wd14"]], "get_wd14_tags": [[82, "get-wd14-tags"]], "convert_wd14_emb_to_prediction": [[82, "convert-wd14-emb-to-prediction"]], "denormalize_wd14_emb": [[82, "denormalize-wd14-emb"]], "imgutils.upscale.cdc": [[83, "module-imgutils.upscale.cdc"]], "upscale_with_cdc": [[83, "upscale-with-cdc"]], "imgutils.upscale": [[84, "module-imgutils.upscale"]], "imgutils.utils.cache": [[85, "module-imgutils.utils.cache"]], "ts_lru_cache": [[85, "ts-lru-cache"]], "imgutils.utils.func": [[86, "module-imgutils.utils.func"]], "sigmoid": [[86, "sigmoid"]], "imgutils.utils": [[87, "module-imgutils.utils"]], "imgutils.utils.onnxruntime": [[88, "module-imgutils.utils.onnxruntime"]], "get_onnx_provider": [[88, "get-onnx-provider"]], "open_onnx_model": [[88, "open-onnx-model"]], "imgutils.validate.aicheck": [[89, "module-imgutils.validate.aicheck"]], "get_ai_created_score": [[89, "get-ai-created-score"]], "is_ai_created": [[89, "is-ai-created"]], "imgutils.validate.bangumi_char": [[90, "module-imgutils.validate.bangumi_char"]], "anime_bangumi_char_score": [[90, "anime-bangumi-char-score"]], "anime_bangumi_char": [[90, "anime-bangumi-char"]], "imgutils.validate.classify": [[91, "module-imgutils.validate.classify"]], "anime_classify_score": [[91, "anime-classify-score"]], "anime_classify": [[91, "anime-classify"]], "imgutils.validate.color": [[92, "module-imgutils.validate.color"]], "is_greyscale": [[92, "is-greyscale"]], "imgutils.validate.completeness": [[93, "module-imgutils.validate.completeness"]], "anime_completeness_score": [[93, "anime-completeness-score"]], "anime_completeness": [[93, "anime-completeness"]], "imgutils.validate.dbrating": [[94, "module-imgutils.validate.dbrating"]], "anime_dbrating_score": [[94, "anime-dbrating-score"]], "anime_dbrating": [[94, "anime-dbrating"]], "imgutils.validate.furry": [[95, "module-imgutils.validate.furry"]], "anime_furry_score": [[95, "anime-furry-score"]], "anime_furry": [[95, "anime-furry"]], "imgutils.validate": [[96, "module-imgutils.validate"]], "imgutils.validate.monochrome": [[97, "module-imgutils.validate.monochrome"]], "get_monochrome_score": [[97, "get-monochrome-score"]], "is_monochrome": [[97, "is-monochrome"]], "imgutils.validate.nsfw": [[98, "module-imgutils.validate.nsfw"]], "nsfw_pred_score": [[98, "nsfw-pred-score"]], "nsfw_pred": [[98, "nsfw-pred"]], "imgutils.validate.portrait": [[99, "module-imgutils.validate.portrait"]], "anime_portrait_score": [[99, "anime-portrait-score"]], "anime_portrait": [[99, "anime-portrait"]], "imgutils.validate.rating": [[100, "module-imgutils.validate.rating"]], "anime_rating_score": [[100, "anime-rating-score"]], "anime_rating": [[100, "anime-rating"]], "imgutils.validate.real": [[101, "module-imgutils.validate.real"]], "anime_real_score": [[101, "anime-real-score"]], "anime_real": [[101, "anime-real"]], "imgutils.validate.safe": [[102, "module-imgutils.validate.safe"]], "safe_check_score": [[102, "safe-check-score"]], "safe_check": [[102, "safe-check"]], "imgutils.validate.style_age": [[103, "module-imgutils.validate.style_age"]], "anime_style_age_score": [[103, "anime-style-age-score"]], "anime_style_age": [[103, "anime-style-age"]], "imgutils.validate.teen": [[104, "module-imgutils.validate.teen"]], "anime_teen_score": [[104, "anime-teen-score"]], "anime_teen": [[104, "anime-teen"]], "imgutils.validate.truncate": [[105, "module-imgutils.validate.truncate"]], "is_truncated_file": [[105, "is-truncated-file"]], "Welcome to imgutils\u2019s Documentation": [[106, "welcome-to-imgutils-s-documentation"]], "Overview": [[106, "overview"]], "Tutorials": [[106, null]], "Information": [[106, null]], "API Documentation": [[106, null]], "Run Environment Information": [[107, "Run-Environment-Information"], [108, "Run-Environment-Information"]], "Installation": [[109, "installation"]], "Quick Start": [[110, "quick-start"]]}, "indexentries": {"ascii_drawing() (in module imgutils.ascii.drawing)": [[0, "imgutils.ascii.drawing.ascii_drawing"]], "imgutils.ascii.drawing": [[0, "module-imgutils.ascii.drawing"]], "module": [[0, "module-imgutils.ascii.drawing"], [1, "module-imgutils.ascii"], [2, "module-imgutils.config"], [3, "module-imgutils.config.meta"], [4, "module-imgutils.data.background"], [5, "module-imgutils.data.blob"], [6, "module-imgutils.data.decode"], [7, "module-imgutils.data.encode"], [8, "module-imgutils.data.image"], [9, "module-imgutils.data"], [10, "module-imgutils.data.layer"], [11, "module-imgutils.data.url"], [12, "module-imgutils.detect.booru_yolo"], [13, "module-imgutils.detect.censor"], [14, "module-imgutils.detect.eye"], [15, "module-imgutils.detect.face"], [16, "module-imgutils.detect.halfbody"], [17, "module-imgutils.detect.hand"], [18, "module-imgutils.detect.head"], [19, "module-imgutils.detect"], [20, "module-imgutils.detect.nudenet"], [21, "module-imgutils.detect.person"], [22, "module-imgutils.detect.similarity"], [23, "module-imgutils.detect.text"], [24, "module-imgutils.detect.visual"], [25, "module-imgutils.edge.canny"], [26, "module-imgutils.edge"], [27, "module-imgutils.edge.lineart"], [28, "module-imgutils.edge.lineart_anime"], [29, "module-imgutils.generic.classify"], [30, "module-imgutils.generic.clip"], [31, "module-imgutils.generic.enhance"], [32, "module-imgutils.generic"], [33, "module-imgutils.generic.siglip"], [34, "module-imgutils.generic.yolo"], [35, "module-imgutils.metadata.geninfo"], [36, "module-imgutils.metadata"], [37, "module-imgutils.metadata.lsb"], [38, "module-imgutils.metrics.aesthetic"], [39, "module-imgutils.metrics.ccip"], [40, "module-imgutils.metrics.dbaesthetic"], [41, "module-imgutils.metrics"], [42, "module-imgutils.metrics.laplacian"], [43, "module-imgutils.metrics.lpips"], [44, "module-imgutils.metrics.psnr_"], [45, "module-imgutils.ocr"], [46, "module-imgutils.operate.align"], [47, "module-imgutils.operate.censor_"], [48, "module-imgutils.operate.imgcensor"], [49, "module-imgutils.operate"], [50, "module-imgutils.operate.squeeze"], [51, "module-imgutils.pose.dwpose"], [52, "module-imgutils.pose.format"], [53, "module-imgutils.pose"], [54, "module-imgutils.pose.visual"], [55, "module-imgutils.preprocess.base"], [56, "module-imgutils.preprocess"], [57, "module-imgutils.preprocess.pillow"], [58, "module-imgutils.preprocess.torchvision"], [59, "module-imgutils.preprocess.transformers"], [60, "module-imgutils.resource.background"], [61, "module-imgutils.resource"], [62, "module-imgutils.restore.adversarial"], [63, "module-imgutils.restore"], [64, "module-imgutils.restore.nafnet"], [65, "module-imgutils.restore.scunet"], [66, "module-imgutils.sd"], [67, "module-imgutils.sd.metadata"], [68, "module-imgutils.sd.model"], [69, "module-imgutils.sd.nai"], [70, "module-imgutils.segment"], [71, "module-imgutils.segment.isnetis"], [72, "module-imgutils.tagging.blacklist"], [73, "module-imgutils.tagging.character"], [74, "module-imgutils.tagging.deepdanbooru"], [75, "module-imgutils.tagging.deepgelbooru"], [76, "module-imgutils.tagging.format"], [77, "module-imgutils.tagging"], [78, "module-imgutils.tagging.match"], [79, "module-imgutils.tagging.mldanbooru"], [80, "module-imgutils.tagging.order"], [81, "module-imgutils.tagging.overlap"], [82, "module-imgutils.tagging.wd14"], [83, "module-imgutils.upscale.cdc"], [84, "module-imgutils.upscale"], [85, "module-imgutils.utils.cache"], [86, "module-imgutils.utils.func"], [87, "module-imgutils.utils"], [88, "module-imgutils.utils.onnxruntime"], [89, "module-imgutils.validate.aicheck"], [90, "module-imgutils.validate.bangumi_char"], [91, "module-imgutils.validate.classify"], [92, "module-imgutils.validate.color"], [93, "module-imgutils.validate.completeness"], [94, "module-imgutils.validate.dbrating"], [95, "module-imgutils.validate.furry"], [96, "module-imgutils.validate"], [97, "module-imgutils.validate.monochrome"], [98, "module-imgutils.validate.nsfw"], [99, "module-imgutils.validate.portrait"], [100, "module-imgutils.validate.rating"], [101, "module-imgutils.validate.real"], [102, "module-imgutils.validate.safe"], [103, "module-imgutils.validate.style_age"], [104, "module-imgutils.validate.teen"], [105, "module-imgutils.validate.truncate"]], "imgutils.ascii": [[1, "module-imgutils.ascii"]], "imgutils.config": [[2, "module-imgutils.config"]], "__author_email__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__AUTHOR_EMAIL__"]], "__author__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__AUTHOR__"]], "__description__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__DESCRIPTION__"]], "__title__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__TITLE__"]], "__version__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__VERSION__"]], "imgutils.config.meta": [[3, "module-imgutils.config.meta"]], "grid_background() (in module imgutils.data.background)": [[4, "imgutils.data.background.grid_background"]], "grid_transparent() (in module imgutils.data.background)": [[4, "imgutils.data.background.grid_transparent"]], "imgutils.data.background": [[4, "module-imgutils.data.background"]], "imgutils.data.blob": [[5, "module-imgutils.data.blob"]], "is_valid_image_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.is_valid_image_blob_url"]], "load_image_from_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.load_image_from_blob_url"]], "to_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.to_blob_url"]], "imgutils.data.decode": [[6, "module-imgutils.data.decode"]], "rgb_decode() (in module imgutils.data.decode)": [[6, "imgutils.data.decode.rgb_decode"]], "imgutils.data.encode": [[7, "module-imgutils.data.encode"]], "rgb_encode() (in module imgutils.data.encode)": [[7, "imgutils.data.encode.rgb_encode"]], "has_alpha_channel() (in module imgutils.data.image)": [[8, "imgutils.data.image.has_alpha_channel"]], "imgutils.data.image": [[8, "module-imgutils.data.image"]], "load_image() (in module imgutils.data.image)": [[8, "imgutils.data.image.load_image"]], "load_images() (in module imgutils.data.image)": [[8, "imgutils.data.image.load_images"]], "imgutils.data": [[9, "module-imgutils.data"]], "imgutils.data.layer": [[10, "module-imgutils.data.layer"]], "istack() (in module imgutils.data.layer)": [[10, "imgutils.data.layer.istack"]], "download_image_from_url() (in module imgutils.data.url)": [[11, "imgutils.data.url.download_image_from_url"]], "imgutils.data.url": [[11, "module-imgutils.data.url"]], "is_http_url() (in module imgutils.data.url)": [[11, "imgutils.data.url.is_http_url"]], "detect_with_booru_yolo() (in module imgutils.detect.booru_yolo)": [[12, "imgutils.detect.booru_yolo.detect_with_booru_yolo"]], "imgutils.detect.booru_yolo": [[12, "module-imgutils.detect.booru_yolo"]], "detect_censors() (in module imgutils.detect.censor)": [[13, "imgutils.detect.censor.detect_censors"]], "imgutils.detect.censor": [[13, "module-imgutils.detect.censor"]], "detect_eyes() (in module imgutils.detect.eye)": [[14, "imgutils.detect.eye.detect_eyes"]], "imgutils.detect.eye": [[14, "module-imgutils.detect.eye"]], "detect_faces() (in module imgutils.detect.face)": [[15, "imgutils.detect.face.detect_faces"]], "imgutils.detect.face": [[15, "module-imgutils.detect.face"]], "detect_halfbody() (in module imgutils.detect.halfbody)": [[16, "imgutils.detect.halfbody.detect_halfbody"]], "imgutils.detect.halfbody": [[16, "module-imgutils.detect.halfbody"]], "detect_hands() (in module imgutils.detect.hand)": [[17, "imgutils.detect.hand.detect_hands"]], "imgutils.detect.hand": [[17, "module-imgutils.detect.hand"]], "detect_heads() (in module imgutils.detect.head)": [[18, "imgutils.detect.head.detect_heads"]], "imgutils.detect.head": [[18, "module-imgutils.detect.head"]], "imgutils.detect": [[19, "module-imgutils.detect"]], "detect_with_nudenet() (in module imgutils.detect.nudenet)": [[20, "imgutils.detect.nudenet.detect_with_nudenet"]], "imgutils.detect.nudenet": [[20, "module-imgutils.detect.nudenet"]], "detect_person() (in module imgutils.detect.person)": [[21, "imgutils.detect.person.detect_person"]], "imgutils.detect.person": [[21, "module-imgutils.detect.person"]], "bboxes_similarity() (in module imgutils.detect.similarity)": [[22, "imgutils.detect.similarity.bboxes_similarity"]], "calculate_iou() (in module imgutils.detect.similarity)": [[22, "imgutils.detect.similarity.calculate_iou"]], "detection_similarity() (in module imgutils.detect.similarity)": [[22, "imgutils.detect.similarity.detection_similarity"]], "imgutils.detect.similarity": [[22, "module-imgutils.detect.similarity"]], "detect_text() (in module imgutils.detect.text)": [[23, "imgutils.detect.text.detect_text"]], "imgutils.detect.text": [[23, "module-imgutils.detect.text"]], "detection_visualize() (in module imgutils.detect.visual)": [[24, "imgutils.detect.visual.detection_visualize"]], "imgutils.detect.visual": [[24, "module-imgutils.detect.visual"]], "edge_image_with_canny() (in module imgutils.edge.canny)": [[25, "imgutils.edge.canny.edge_image_with_canny"]], "get_edge_by_canny() (in module imgutils.edge.canny)": [[25, "imgutils.edge.canny.get_edge_by_canny"]], "imgutils.edge.canny": [[25, "module-imgutils.edge.canny"]], "imgutils.edge": [[26, "module-imgutils.edge"]], "edge_image_with_lineart() (in module imgutils.edge.lineart)": [[27, "imgutils.edge.lineart.edge_image_with_lineart"]], "get_edge_by_lineart() (in module imgutils.edge.lineart)": [[27, "imgutils.edge.lineart.get_edge_by_lineart"]], "imgutils.edge.lineart": [[27, "module-imgutils.edge.lineart"]], "edge_image_with_lineart_anime() (in module imgutils.edge.lineart_anime)": [[28, "imgutils.edge.lineart_anime.edge_image_with_lineart_anime"]], "get_edge_by_lineart_anime() (in module imgutils.edge.lineart_anime)": [[28, "imgutils.edge.lineart_anime.get_edge_by_lineart_anime"]], "imgutils.edge.lineart_anime": [[28, "module-imgutils.edge.lineart_anime"]], "classifymodel (class in imgutils.generic.classify)": [[29, "imgutils.generic.classify.ClassifyModel"]], "__init__() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.__init__"]], "classify_predict() (in module imgutils.generic.classify)": [[29, "imgutils.generic.classify.classify_predict"]], "classify_predict_fmt() (in module imgutils.generic.classify)": [[29, "imgutils.generic.classify.classify_predict_fmt"]], "classify_predict_score() (in module imgutils.generic.classify)": [[29, "imgutils.generic.classify.classify_predict_score"]], "clear() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.clear"]], "imgutils.generic.classify": [[29, "module-imgutils.generic.classify"]], "launch_demo() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.launch_demo"]], "make_ui() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.make_ui"]], "predict() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.predict"]], "predict_fmt() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.predict_fmt"]], "predict_score() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.predict_score"]], "clipmodel (class in imgutils.generic.clip)": [[30, "imgutils.generic.clip.CLIPModel"]], "__init__() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.__init__"]], "clear() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.clear"]], "clip_image_encode() (in module imgutils.generic.clip)": [[30, "imgutils.generic.clip.clip_image_encode"]], "clip_predict() (in module imgutils.generic.clip)": [[30, "imgutils.generic.clip.clip_predict"]], "clip_text_encode() (in module imgutils.generic.clip)": [[30, "imgutils.generic.clip.clip_text_encode"]], "image_encode() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.image_encode"]], "imgutils.generic.clip": [[30, "module-imgutils.generic.clip"]], "launch_demo() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.launch_demo"]], "make_ui() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.make_ui"]], "predict() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.predict"]], "text_encode() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.text_encode"]], "imageenhancer (class in imgutils.generic.enhance)": [[31, "imgutils.generic.enhance.ImageEnhancer"]], "__init__() (imgutils.generic.enhance.imageenhancer method)": [[31, "imgutils.generic.enhance.ImageEnhancer.__init__"]], "imgutils.generic.enhance": [[31, "module-imgutils.generic.enhance"]], "process() (imgutils.generic.enhance.imageenhancer method)": [[31, "imgutils.generic.enhance.ImageEnhancer.process"]], "imgutils.generic": [[32, "module-imgutils.generic"]], "siglipmodel (class in imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.SigLIPModel"]], "__init__() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.__init__"]], "clear() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.clear"]], "image_encode() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.image_encode"]], "imgutils.generic.siglip": [[33, "module-imgutils.generic.siglip"]], "launch_demo() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.launch_demo"]], "make_ui() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.make_ui"]], "predict() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.predict"]], "siglip_image_encode() (in module imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.siglip_image_encode"]], "siglip_predict() (in module imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.siglip_predict"]], "siglip_text_encode() (in module imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.siglip_text_encode"]], "text_encode() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.text_encode"]], "yolomodel (class in imgutils.generic.yolo)": [[34, "imgutils.generic.yolo.YOLOModel"]], "__init__() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.__init__"]], "clear() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.clear"]], "imgutils.generic.yolo": [[34, "module-imgutils.generic.yolo"]], "launch_demo() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.launch_demo"]], "make_ui() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.make_ui"]], "predict() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.predict"]], "yolo_predict() (in module imgutils.generic.yolo)": [[34, "imgutils.generic.yolo.yolo_predict"]], "imgutils.metadata.geninfo": [[35, "module-imgutils.metadata.geninfo"]], "read_geninfo_exif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.read_geninfo_exif"]], "read_geninfo_gif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.read_geninfo_gif"]], "read_geninfo_parameters() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.read_geninfo_parameters"]], "write_geninfo_exif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.write_geninfo_exif"]], "write_geninfo_gif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.write_geninfo_gif"]], "write_geninfo_parameters() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.write_geninfo_parameters"]], "imgutils.metadata": [[36, "module-imgutils.metadata"]], "imagelsbdataextractor (class in imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.ImageLsbDataExtractor"]], "lsbextractor (class in imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.LSBExtractor"]], "lsbreaderror (class in imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.LSBReadError"]], "__init__() (imgutils.metadata.lsb.imagelsbdataextractor method)": [[37, "imgutils.metadata.lsb.ImageLsbDataExtractor.__init__"]], "__init__() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.__init__"]], "extract_data() (imgutils.metadata.lsb.imagelsbdataextractor method)": [[37, "imgutils.metadata.lsb.ImageLsbDataExtractor.extract_data"]], "get_next_n_bytes() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.get_next_n_bytes"]], "get_one_byte() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.get_one_byte"]], "imgutils.metadata.lsb": [[37, "module-imgutils.metadata.lsb"]], "inject_data() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.inject_data"]], "read_32bit_integer() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.read_32bit_integer"]], "read_lsb_metadata() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.read_lsb_metadata"]], "read_lsb_raw_bytes() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.read_lsb_raw_bytes"]], "serialize_json() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.serialize_json"]], "serialize_pnginfo() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.serialize_pnginfo"]], "write_lsb_metadata() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.write_lsb_metadata"]], "write_lsb_raw_bytes() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.write_lsb_raw_bytes"]], "get_aesthetic_score() (in module imgutils.metrics.aesthetic)": [[38, "imgutils.metrics.aesthetic.get_aesthetic_score"]], "imgutils.metrics.aesthetic": [[38, "module-imgutils.metrics.aesthetic"]], "ccip_batch_differences() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_batch_differences"]], "ccip_batch_extract_features() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_batch_extract_features"]], "ccip_batch_same() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_batch_same"]], "ccip_clustering() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_clustering"]], "ccip_default_clustering_params() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_default_clustering_params"]], "ccip_default_threshold() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_default_threshold"]], "ccip_difference() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_difference"]], "ccip_extract_feature() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_extract_feature"]], "ccip_merge() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_merge"]], "ccip_same() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_same"]], "imgutils.metrics.ccip": [[39, "module-imgutils.metrics.ccip"]], "anime_dbaesthetic() (in module imgutils.metrics.dbaesthetic)": [[40, "imgutils.metrics.dbaesthetic.anime_dbaesthetic"]], "imgutils.metrics.dbaesthetic": [[40, "module-imgutils.metrics.dbaesthetic"]], "imgutils.metrics": [[41, "module-imgutils.metrics"]], "imgutils.metrics.laplacian": [[42, "module-imgutils.metrics.laplacian"]], "laplacian_score() (in module imgutils.metrics.laplacian)": [[42, "imgutils.metrics.laplacian.laplacian_score"]], "imgutils.metrics.lpips": [[43, "module-imgutils.metrics.lpips"]], "lpips_clustering() (in module imgutils.metrics.lpips)": [[43, "imgutils.metrics.lpips.lpips_clustering"]], "lpips_difference() (in module imgutils.metrics.lpips)": [[43, "imgutils.metrics.lpips.lpips_difference"]], "lpips_extract_feature() (in module imgutils.metrics.lpips)": [[43, "imgutils.metrics.lpips.lpips_extract_feature"]], "imgutils.metrics.psnr_": [[44, "module-imgutils.metrics.psnr_"]], "psnr() (in module imgutils.metrics.psnr_)": [[44, "imgutils.metrics.psnr_.psnr"]], "detect_text_with_ocr() (in module imgutils.ocr)": [[45, "imgutils.ocr.detect_text_with_ocr"]], "imgutils.ocr": [[45, "module-imgutils.ocr"]], "list_det_models() (in module imgutils.ocr)": [[45, "imgutils.ocr.list_det_models"]], "list_rec_models() (in module imgutils.ocr)": [[45, "imgutils.ocr.list_rec_models"]], "ocr() (in module imgutils.ocr)": [[45, "imgutils.ocr.ocr"]], "align_maxsize() (in module imgutils.operate.align)": [[46, "imgutils.operate.align.align_maxsize"]], "imgutils.operate.align": [[46, "module-imgutils.operate.align"]], "basecensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.BaseCensor"]], "blurcensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.BlurCensor"]], "colorcensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.ColorCensor"]], "pixelatecensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.PixelateCensor"]], "censor_area() (imgutils.operate.censor_.basecensor method)": [[47, "imgutils.operate.censor_.BaseCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.blurcensor method)": [[47, "imgutils.operate.censor_.BlurCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.colorcensor method)": [[47, "imgutils.operate.censor_.ColorCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.pixelatecensor method)": [[47, "imgutils.operate.censor_.PixelateCensor.censor_area"]], "censor_areas() (in module imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.censor_areas"]], "censor_nsfw() (in module imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.censor_nsfw"]], "imgutils.operate.censor_": [[47, "module-imgutils.operate.censor_"]], "register_censor_method() (in module imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.register_censor_method"]], "emojibasedcensor (class in imgutils.operate.imgcensor)": [[48, "imgutils.operate.imgcensor.EmojiBasedCensor"]], "imagebasedcensor (class in imgutils.operate.imgcensor)": [[48, "imgutils.operate.imgcensor.ImageBasedCensor"]], "singleimage (class in imgutils.operate.imgcensor)": [[48, "imgutils.operate.imgcensor.SingleImage"]], "__init__() (imgutils.operate.imgcensor.singleimage method)": [[48, "imgutils.operate.imgcensor.SingleImage.__init__"]], "censor_area() (imgutils.operate.imgcensor.emojibasedcensor method)": [[48, "imgutils.operate.imgcensor.EmojiBasedCensor.censor_area"]], "censor_area() (imgutils.operate.imgcensor.imagebasedcensor method)": [[48, "imgutils.operate.imgcensor.ImageBasedCensor.censor_area"]], "find_for_area() (imgutils.operate.imgcensor.singleimage method)": [[48, "imgutils.operate.imgcensor.SingleImage.find_for_area"]], "height (imgutils.operate.imgcensor.singleimage property)": [[48, "imgutils.operate.imgcensor.SingleImage.height"]], "imgutils.operate.imgcensor": [[48, "module-imgutils.operate.imgcensor"]], "width (imgutils.operate.imgcensor.singleimage property)": [[48, "imgutils.operate.imgcensor.SingleImage.width"]], "imgutils.operate": [[49, "module-imgutils.operate"]], "imgutils.operate.squeeze": [[50, "module-imgutils.operate.squeeze"]], "squeeze() (in module imgutils.operate.squeeze)": [[50, "imgutils.operate.squeeze.squeeze"]], "squeeze_with_transparency() (in module imgutils.operate.squeeze)": [[50, "imgutils.operate.squeeze.squeeze_with_transparency"]], "dwpose_estimate() (in module imgutils.pose.dwpose)": [[51, "imgutils.pose.dwpose.dwpose_estimate"]], "imgutils.pose.dwpose": [[51, "module-imgutils.pose.dwpose"]], "left_ankle (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_ANKLE"]], "left_big_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_BIG_TOE"]], "left_ear (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_EAR"]], "left_elbow (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_ELBOW"]], "left_eye (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_EYE"]], "left_heel (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_HEEL"]], "left_hip (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_HIP"]], "left_knee (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_KNEE"]], "left_shoulder (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_SHOULDER"]], "left_small_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_SMALL_TOE"]], "left_wrist (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_WRIST"]], "neck (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.NECK"]], "nose (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.NOSE"]], "op18keypointset (class in imgutils.pose.format)": [[52, "imgutils.pose.format.OP18KeyPointSet"]], "op18_body_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_BODY_MAX"]], "op18_body_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_BODY_MIN"]], "op18_face_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_FACE_MAX"]], "op18_face_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_FACE_MIN"]], "op18_left_foot_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_FOOT_MAX"]], "op18_left_foot_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_FOOT_MIN"]], "op18_left_hand_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_HAND_MAX"]], "op18_left_hand_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_HAND_MIN"]], "op18_right_foot_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_FOOT_MAX"]], "op18_right_foot_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_FOOT_MIN"]], "op18_right_hand_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_HAND_MAX"]], "op18_right_hand_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_HAND_MIN"]], "right_ankle (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_ANKLE"]], "right_big_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_BIG_TOE"]], "right_ear (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_EAR"]], "right_elbow (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_ELBOW"]], "right_eye (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_EYE"]], "right_heel (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_HEEL"]], "right_hip (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_HIP"]], "right_knee (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_KNEE"]], "right_shoulder (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_SHOULDER"]], "right_small_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_SMALL_TOE"]], "right_wrist (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_WRIST"]], "__init__() (imgutils.pose.format.op18keypointset method)": [[52, "imgutils.pose.format.OP18KeyPointSet.__init__"]], "__mul__() (imgutils.pose.format.op18keypointset method)": [[52, "imgutils.pose.format.OP18KeyPointSet.__mul__"]], "__truediv__() (imgutils.pose.format.op18keypointset method)": [[52, "imgutils.pose.format.OP18KeyPointSet.__truediv__"]], "body (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.body"]], "face (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.face"]], "imgutils.pose.format": [[52, "module-imgutils.pose.format"]], "left_foot (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.left_foot"]], "left_hand (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.left_hand"]], "right_foot (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.right_foot"]], "right_hand (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.right_hand"]], "imgutils.pose": [[53, "module-imgutils.pose"]], "imgutils.pose.visual": [[54, "module-imgutils.pose.visual"]], "op18_visualize() (in module imgutils.pose.visual)": [[54, "imgutils.pose.visual.op18_visualize"]], "notparsetarget (class in imgutils.preprocess.base)": [[55, "imgutils.preprocess.base.NotParseTarget"]], "imgutils.preprocess.base": [[55, "module-imgutils.preprocess.base"]], "imgutils.preprocess": [[56, "module-imgutils.preprocess"]], "create_pillow_transforms() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.create_pillow_transforms"]], "imgutils.preprocess.pillow": [[57, "module-imgutils.preprocess.pillow"]], "parse_pillow_transforms() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.parse_pillow_transforms"]], "register_pillow_parse() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.register_pillow_parse"]], "register_pillow_transform() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.register_pillow_transform"]], "create_torchvision_transforms() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.create_torchvision_transforms"]], "imgutils.preprocess.torchvision": [[58, "module-imgutils.preprocess.torchvision"]], "parse_torchvision_transforms() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.parse_torchvision_transforms"]], "register_torchvision_parse() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.register_torchvision_parse"]], "register_torchvision_transform() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.register_torchvision_transform"]], "notprocessortypeerror (class in imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.NotProcessorTypeError"]], "convert_to_size_dict() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.convert_to_size_dict"]], "create_bit_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_bit_transforms"]], "create_blip_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_blip_transforms"]], "create_clip_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_clip_transforms"]], "create_convnext_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_convnext_transforms"]], "create_mobilenetv2_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_mobilenetv2_transforms"]], "create_siglip_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_siglip_transforms"]], "create_transforms_from_bit_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_bit_processor"]], "create_transforms_from_blip_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_blip_processor"]], "create_transforms_from_clip_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_clip_processor"]], "create_transforms_from_convnext_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_convnext_processor"]], "create_transforms_from_mobilenetv2_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_mobilenetv2_processor"]], "create_transforms_from_siglip_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_siglip_processor"]], "create_transforms_from_transformers() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_transformers"]], "create_transforms_from_vit_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_vit_processor"]], "create_vit_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_vit_transforms"]], "get_size_dict() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.get_size_dict"]], "imgutils.preprocess.transformers": [[59, "module-imgutils.preprocess.transformers"]], "is_valid_size_dict() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.is_valid_size_dict"]], "register_creators_for_transformers() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.register_creators_for_transformers"]], "backgroundimageset (class in imgutils.resource.background)": [[60, "imgutils.resource.background.BackgroundImageSet"]], "__init__() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.__init__"]], "get_bg_image() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.get_bg_image"]], "get_bg_image_file() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.get_bg_image_file"]], "get_image() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.get_image"]], "get_image_file() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.get_image_file"]], "imgutils.resource.background": [[60, "module-imgutils.resource.background"]], "list_bg_image_files() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.list_bg_image_files"]], "list_image_files() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.list_image_files"]], "random_bg_image() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.random_bg_image"]], "random_bg_image_file() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.random_bg_image_file"]], "random_image() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.random_image"]], "random_image_file() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.random_image_file"]], "imgutils.resource": [[61, "module-imgutils.resource"]], "imgutils.restore.adversarial": [[62, "module-imgutils.restore.adversarial"]], "remove_adversarial_noise() (in module imgutils.restore.adversarial)": [[62, "imgutils.restore.adversarial.remove_adversarial_noise"]], "imgutils.restore": [[63, "module-imgutils.restore"]], "imgutils.restore.nafnet": [[64, "module-imgutils.restore.nafnet"]], "restore_with_nafnet() (in module imgutils.restore.nafnet)": [[64, "imgutils.restore.nafnet.restore_with_nafnet"]], "imgutils.restore.scunet": [[65, "module-imgutils.restore.scunet"]], "restore_with_scunet() (in module imgutils.restore.scunet)": [[65, "imgutils.restore.scunet.restore_with_scunet"]], "imgutils.sd": [[66, "module-imgutils.sd"]], "sdmetadata (class in imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.SDMetaData"]], "__str__() (imgutils.sd.metadata.sdmetadata method)": [[67, "imgutils.sd.metadata.SDMetaData.__str__"]], "get_sdmeta_from_image() (in module imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.get_sdmeta_from_image"]], "imgutils.sd.metadata": [[67, "module-imgutils.sd.metadata"]], "parse_sdmeta_from_text() (in module imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.parse_sdmeta_from_text"]], "pnginfo (imgutils.sd.metadata.sdmetadata property)": [[67, "imgutils.sd.metadata.SDMetaData.pnginfo"]], "save_image_with_sdmeta() (in module imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.save_image_with_sdmeta"]], "text (imgutils.sd.metadata.sdmetadata property)": [[67, "imgutils.sd.metadata.SDMetaData.text"]], "imgutils.sd.model": [[68, "module-imgutils.sd.model"]], "read_metadata() (in module imgutils.sd.model)": [[68, "imgutils.sd.model.read_metadata"]], "save_with_metadata() (in module imgutils.sd.model)": [[68, "imgutils.sd.model.save_with_metadata"]], "naimetadata (class in imgutils.sd.nai)": [[69, "imgutils.sd.nai.NAIMetaData"], [69, "imgutils.sd.nai.NAIMetadata"]], "__init__() (imgutils.sd.nai.naimetadata method)": [[69, "imgutils.sd.nai.NAIMetaData.__init__"]], "add_naimeta_to_image() (in module imgutils.sd.nai)": [[69, "imgutils.sd.nai.add_naimeta_to_image"]], "get_naimeta_from_image() (in module imgutils.sd.nai)": [[69, "imgutils.sd.nai.get_naimeta_from_image"]], "imgutils.sd.nai": [[69, "module-imgutils.sd.nai"]], "pnginfo (imgutils.sd.nai.naimetadata property)": [[69, "imgutils.sd.nai.NAIMetaData.pnginfo"]], "save_image_with_naimeta() (in module imgutils.sd.nai)": [[69, "imgutils.sd.nai.save_image_with_naimeta"]], "imgutils.segment": [[70, "module-imgutils.segment"]], "get_isnetis_mask() (in module imgutils.segment.isnetis)": [[71, "imgutils.segment.isnetis.get_isnetis_mask"]], "imgutils.segment.isnetis": [[71, "module-imgutils.segment.isnetis"]], "segment_rgba_with_isnetis() (in module imgutils.segment.isnetis)": [[71, "imgutils.segment.isnetis.segment_rgba_with_isnetis"]], "segment_with_isnetis() (in module imgutils.segment.isnetis)": [[71, "imgutils.segment.isnetis.segment_with_isnetis"]], "drop_blacklisted_tags() (in module imgutils.tagging.blacklist)": [[72, "imgutils.tagging.blacklist.drop_blacklisted_tags"]], "imgutils.tagging.blacklist": [[72, "module-imgutils.tagging.blacklist"]], "is_blacklisted() (in module imgutils.tagging.blacklist)": [[72, "imgutils.tagging.blacklist.is_blacklisted"]], "char_prefixes (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_PREFIXES"]], "char_suffixes (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_SUFFIXES"]], "char_whitelist_prefix (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_WHITELIST_PREFIX"]], "char_whitelist_suffix (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_WHITELIST_SUFFIX"]], "char_whitelist_word (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_WHITELIST_WORD"]], "charactertagpool (class in imgutils.tagging.character)": [[73, "imgutils.tagging.character.CharacterTagPool"]], "__init__() (imgutils.tagging.character.charactertagpool method)": [[73, "imgutils.tagging.character.CharacterTagPool.__init__"]], "drop_basic_character_tags() (imgutils.tagging.character.charactertagpool method)": [[73, "imgutils.tagging.character.CharacterTagPool.drop_basic_character_tags"]], "drop_basic_character_tags() (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.drop_basic_character_tags"]], "imgutils.tagging.character": [[73, "module-imgutils.tagging.character"]], "is_basic_character_tag() (imgutils.tagging.character.charactertagpool method)": [[73, "imgutils.tagging.character.CharacterTagPool.is_basic_character_tag"]], "is_basic_character_tag() (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.is_basic_character_tag"]], "get_deepdanbooru_tags() (in module imgutils.tagging.deepdanbooru)": [[74, "imgutils.tagging.deepdanbooru.get_deepdanbooru_tags"]], "imgutils.tagging.deepdanbooru": [[74, "module-imgutils.tagging.deepdanbooru"]], "get_deepgelbooru_tags() (in module imgutils.tagging.deepgelbooru)": [[75, "imgutils.tagging.deepgelbooru.get_deepgelbooru_tags"]], "imgutils.tagging.deepgelbooru": [[75, "module-imgutils.tagging.deepgelbooru"]], "add_underline() (in module imgutils.tagging.format)": [[76, "imgutils.tagging.format.add_underline"]], "imgutils.tagging.format": [[76, "module-imgutils.tagging.format"]], "remove_underline() (in module imgutils.tagging.format)": [[76, "imgutils.tagging.format.remove_underline"]], "tags_to_text() (in module imgutils.tagging.format)": [[76, "imgutils.tagging.format.tags_to_text"]], "imgutils.tagging": [[77, "module-imgutils.tagging"]], "imgutils.tagging.match": [[78, "module-imgutils.tagging.match"]], "tag_match_full() (in module imgutils.tagging.match)": [[78, "imgutils.tagging.match.tag_match_full"]], "tag_match_prefix() (in module imgutils.tagging.match)": [[78, "imgutils.tagging.match.tag_match_prefix"]], "tag_match_suffix() (in module imgutils.tagging.match)": [[78, "imgutils.tagging.match.tag_match_suffix"]], "get_mldanbooru_tags() (in module imgutils.tagging.mldanbooru)": [[79, "imgutils.tagging.mldanbooru.get_mldanbooru_tags"]], "imgutils.tagging.mldanbooru": [[79, "module-imgutils.tagging.mldanbooru"]], "imgutils.tagging.order": [[80, "module-imgutils.tagging.order"]], "sort_tags() (in module imgutils.tagging.order)": [[80, "imgutils.tagging.order.sort_tags"]], "drop_overlap_tags() (in module imgutils.tagging.overlap)": [[81, "imgutils.tagging.overlap.drop_overlap_tags"]], "imgutils.tagging.overlap": [[81, "module-imgutils.tagging.overlap"]], "convert_wd14_emb_to_prediction() (in module imgutils.tagging.wd14)": [[82, "imgutils.tagging.wd14.convert_wd14_emb_to_prediction"]], "denormalize_wd14_emb() (in module imgutils.tagging.wd14)": [[82, "imgutils.tagging.wd14.denormalize_wd14_emb"]], "get_wd14_tags() (in module imgutils.tagging.wd14)": [[82, "imgutils.tagging.wd14.get_wd14_tags"]], "imgutils.tagging.wd14": [[82, "module-imgutils.tagging.wd14"]], "imgutils.upscale.cdc": [[83, "module-imgutils.upscale.cdc"]], "upscale_with_cdc() (in module imgutils.upscale.cdc)": [[83, "imgutils.upscale.cdc.upscale_with_cdc"]], "imgutils.upscale": [[84, "module-imgutils.upscale"]], "imgutils.utils.cache": [[85, "module-imgutils.utils.cache"]], "ts_lru_cache() (in module imgutils.utils.cache)": [[85, "imgutils.utils.cache.ts_lru_cache"]], "imgutils.utils.func": [[86, "module-imgutils.utils.func"]], "sigmoid() (in module imgutils.utils.func)": [[86, "imgutils.utils.func.sigmoid"]], "imgutils.utils": [[87, "module-imgutils.utils"]], "get_onnx_provider() (in module imgutils.utils.onnxruntime)": [[88, "imgutils.utils.onnxruntime.get_onnx_provider"]], "imgutils.utils.onnxruntime": [[88, "module-imgutils.utils.onnxruntime"]], "open_onnx_model() (in module imgutils.utils.onnxruntime)": [[88, "imgutils.utils.onnxruntime.open_onnx_model"]], "get_ai_created_score() (in module imgutils.validate.aicheck)": [[89, "imgutils.validate.aicheck.get_ai_created_score"]], "imgutils.validate.aicheck": [[89, "module-imgutils.validate.aicheck"]], "is_ai_created() (in module imgutils.validate.aicheck)": [[89, "imgutils.validate.aicheck.is_ai_created"]], "anime_bangumi_char() (in module imgutils.validate.bangumi_char)": [[90, "imgutils.validate.bangumi_char.anime_bangumi_char"]], "anime_bangumi_char_score() (in module imgutils.validate.bangumi_char)": [[90, "imgutils.validate.bangumi_char.anime_bangumi_char_score"]], "imgutils.validate.bangumi_char": [[90, "module-imgutils.validate.bangumi_char"]], "anime_classify() (in module imgutils.validate.classify)": [[91, "imgutils.validate.classify.anime_classify"]], "anime_classify_score() (in module imgutils.validate.classify)": [[91, "imgutils.validate.classify.anime_classify_score"]], "imgutils.validate.classify": [[91, "module-imgutils.validate.classify"]], "imgutils.validate.color": [[92, "module-imgutils.validate.color"]], "is_greyscale() (in module imgutils.validate.color)": [[92, "imgutils.validate.color.is_greyscale"]], "anime_completeness() (in module imgutils.validate.completeness)": [[93, "imgutils.validate.completeness.anime_completeness"]], "anime_completeness_score() (in module imgutils.validate.completeness)": [[93, "imgutils.validate.completeness.anime_completeness_score"]], "imgutils.validate.completeness": [[93, "module-imgutils.validate.completeness"]], "anime_dbrating() (in module imgutils.validate.dbrating)": [[94, "imgutils.validate.dbrating.anime_dbrating"]], "anime_dbrating_score() (in module imgutils.validate.dbrating)": [[94, "imgutils.validate.dbrating.anime_dbrating_score"]], "imgutils.validate.dbrating": [[94, "module-imgutils.validate.dbrating"]], "anime_furry() (in module imgutils.validate.furry)": [[95, "imgutils.validate.furry.anime_furry"]], "anime_furry_score() (in module imgutils.validate.furry)": [[95, "imgutils.validate.furry.anime_furry_score"]], "imgutils.validate.furry": [[95, "module-imgutils.validate.furry"]], "imgutils.validate": [[96, "module-imgutils.validate"]], "get_monochrome_score() (in module imgutils.validate.monochrome)": [[97, "imgutils.validate.monochrome.get_monochrome_score"]], "imgutils.validate.monochrome": [[97, "module-imgutils.validate.monochrome"]], "is_monochrome() (in module imgutils.validate.monochrome)": [[97, "imgutils.validate.monochrome.is_monochrome"]], "imgutils.validate.nsfw": [[98, "module-imgutils.validate.nsfw"]], "nsfw_pred() (in module imgutils.validate.nsfw)": [[98, "imgutils.validate.nsfw.nsfw_pred"]], "nsfw_pred_score() (in module imgutils.validate.nsfw)": [[98, "imgutils.validate.nsfw.nsfw_pred_score"]], "anime_portrait() (in module imgutils.validate.portrait)": [[99, "imgutils.validate.portrait.anime_portrait"]], "anime_portrait_score() (in module imgutils.validate.portrait)": [[99, "imgutils.validate.portrait.anime_portrait_score"]], "imgutils.validate.portrait": [[99, "module-imgutils.validate.portrait"]], "anime_rating() (in module imgutils.validate.rating)": [[100, "imgutils.validate.rating.anime_rating"]], "anime_rating_score() (in module imgutils.validate.rating)": [[100, "imgutils.validate.rating.anime_rating_score"]], "imgutils.validate.rating": [[100, "module-imgutils.validate.rating"]], "anime_real() (in module imgutils.validate.real)": [[101, "imgutils.validate.real.anime_real"]], "anime_real_score() (in module imgutils.validate.real)": [[101, "imgutils.validate.real.anime_real_score"]], "imgutils.validate.real": [[101, "module-imgutils.validate.real"]], "imgutils.validate.safe": [[102, "module-imgutils.validate.safe"]], "safe_check() (in module imgutils.validate.safe)": [[102, "imgutils.validate.safe.safe_check"]], "safe_check_score() (in module imgutils.validate.safe)": [[102, "imgutils.validate.safe.safe_check_score"]], "anime_style_age() (in module imgutils.validate.style_age)": [[103, "imgutils.validate.style_age.anime_style_age"]], "anime_style_age_score() (in module imgutils.validate.style_age)": [[103, "imgutils.validate.style_age.anime_style_age_score"]], "imgutils.validate.style_age": [[103, "module-imgutils.validate.style_age"]], "anime_teen() (in module imgutils.validate.teen)": [[104, "imgutils.validate.teen.anime_teen"]], "anime_teen_score() (in module imgutils.validate.teen)": [[104, "imgutils.validate.teen.anime_teen_score"]], "imgutils.validate.teen": [[104, "module-imgutils.validate.teen"]], "imgutils.validate.truncate": [[105, "module-imgutils.validate.truncate"]], "is_truncated_file() (in module imgutils.validate.truncate)": [[105, "imgutils.validate.truncate.is_truncated_file"]]}}) \ No newline at end of file diff --git a/v0.12.0/.buildinfo b/v0.12.0/.buildinfo index d573ff397ddab2f678dea86af790ffcdc3e71a0e..8bef9b49ed60f2007340c457faac2f385b9418f5 100644 --- a/v0.12.0/.buildinfo +++ b/v0.12.0/.buildinfo @@ -1,4 +1,4 @@ # Sphinx build info version 1 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done. -config: 350c1a9e54803c90bae279dd756744c6 +config: aea4908253322defab63cf6c403c99c6 tags: 645f666f9bcd5a90fca523b33c5a78b7 diff --git a/v0.12.0/.doctrees/api_doc/ascii/drawing.doctree b/v0.12.0/.doctrees/api_doc/ascii/drawing.doctree index d03823b2261ca24fd84974e883f1341d9cfc5019..e0df0e7c57f7f36889b1f6046b7cdf5fbb5c79bd 100644 Binary files a/v0.12.0/.doctrees/api_doc/ascii/drawing.doctree and b/v0.12.0/.doctrees/api_doc/ascii/drawing.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/ascii/index.doctree b/v0.12.0/.doctrees/api_doc/ascii/index.doctree index 75ac20871019a2f80aba8869d1eea0acda0a7f1f..f8c280155d0a3d8575802f83c1471cf56bb56418 100644 Binary files a/v0.12.0/.doctrees/api_doc/ascii/index.doctree and b/v0.12.0/.doctrees/api_doc/ascii/index.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/config/index.doctree b/v0.12.0/.doctrees/api_doc/config/index.doctree index 2b52e1f92257bb8583c2bc666bc4cbf261476439..1a7bf60589db79c939f0365a753a0a67b6acc654 100644 Binary files a/v0.12.0/.doctrees/api_doc/config/index.doctree and b/v0.12.0/.doctrees/api_doc/config/index.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/config/meta.doctree b/v0.12.0/.doctrees/api_doc/config/meta.doctree index 80a29ad1170c525a0d450f719874b27313add546..4c6ee167fc478692c40fad6650fc151028f8e552 100644 Binary files a/v0.12.0/.doctrees/api_doc/config/meta.doctree and b/v0.12.0/.doctrees/api_doc/config/meta.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/data/background.doctree b/v0.12.0/.doctrees/api_doc/data/background.doctree index 36601062b238a2070e1700a53a06eef8b2e29a51..5144359bbe347602158bb4fe1a0950e3af94b88d 100644 Binary files a/v0.12.0/.doctrees/api_doc/data/background.doctree and b/v0.12.0/.doctrees/api_doc/data/background.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/data/decode.doctree b/v0.12.0/.doctrees/api_doc/data/decode.doctree index 8e42bebdd040842993e18df1837032089bd82ec5..a0eea6a09d8be7672a91a818f0dec7503bda11e1 100644 Binary files a/v0.12.0/.doctrees/api_doc/data/decode.doctree and b/v0.12.0/.doctrees/api_doc/data/decode.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/data/encode.doctree b/v0.12.0/.doctrees/api_doc/data/encode.doctree index 53daf75bdd103a6a4a083a8b80ada6861a105c25..4895b0468390e691a7bd4186f5f78571695de59f 100644 Binary files a/v0.12.0/.doctrees/api_doc/data/encode.doctree and b/v0.12.0/.doctrees/api_doc/data/encode.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/data/image.doctree b/v0.12.0/.doctrees/api_doc/data/image.doctree index cf67256d64e8b2b1348910ecf350a4906229a9ef..c714ecd5b1579ecd11ea26f0102a4e37f98aa2f9 100644 Binary files a/v0.12.0/.doctrees/api_doc/data/image.doctree and b/v0.12.0/.doctrees/api_doc/data/image.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/data/index.doctree b/v0.12.0/.doctrees/api_doc/data/index.doctree index 6d103d99d6336d4ecad079746e8da0a816305693..9d35ec1534cb4f7123eee2199b854485b674a350 100644 Binary files a/v0.12.0/.doctrees/api_doc/data/index.doctree and b/v0.12.0/.doctrees/api_doc/data/index.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/data/layer.doctree b/v0.12.0/.doctrees/api_doc/data/layer.doctree index d5c3e3cc91fc660df8ee19ffc43ba5aeab1f7118..bf6a14e5ddc63b9ff9302af248bf73f2b991a7b0 100644 Binary files a/v0.12.0/.doctrees/api_doc/data/layer.doctree and b/v0.12.0/.doctrees/api_doc/data/layer.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/detect/booru_yolo.doctree b/v0.12.0/.doctrees/api_doc/detect/booru_yolo.doctree index ddd2947df6c6a1f684549b2b87f717092cc40060..924f5ef0ce4b373405bdfe9302a396a9fafb1b41 100644 Binary files a/v0.12.0/.doctrees/api_doc/detect/booru_yolo.doctree and b/v0.12.0/.doctrees/api_doc/detect/booru_yolo.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/detect/censor.doctree b/v0.12.0/.doctrees/api_doc/detect/censor.doctree index 64bc2f4d26e7c7eefc2a92be5a7792fc0f6c93a2..fef03a2f4b9287d54005564457332e62ce64d720 100644 Binary files a/v0.12.0/.doctrees/api_doc/detect/censor.doctree and b/v0.12.0/.doctrees/api_doc/detect/censor.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/detect/eye.doctree b/v0.12.0/.doctrees/api_doc/detect/eye.doctree index 111557b0d2cb4034039ff646750cbad3fc616bad..67c10e46a046c10370e9957db1545641ff029f78 100644 Binary files a/v0.12.0/.doctrees/api_doc/detect/eye.doctree and b/v0.12.0/.doctrees/api_doc/detect/eye.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/detect/face.doctree b/v0.12.0/.doctrees/api_doc/detect/face.doctree index 41df1213a746bb8cea10e46aafbfb69f054addc8..17b5e122cfccbf8248de66acb2049c7f5c8e355f 100644 Binary files a/v0.12.0/.doctrees/api_doc/detect/face.doctree and b/v0.12.0/.doctrees/api_doc/detect/face.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/detect/halfbody.doctree b/v0.12.0/.doctrees/api_doc/detect/halfbody.doctree index 1ee34deb815bc1b7cb6f7a053f0f56159f97288f..a9338955f02c1287738863d1f663e713b1c34cde 100644 Binary files a/v0.12.0/.doctrees/api_doc/detect/halfbody.doctree and b/v0.12.0/.doctrees/api_doc/detect/halfbody.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/detect/hand.doctree b/v0.12.0/.doctrees/api_doc/detect/hand.doctree index 93b8d0a9de493b0d0bb4fd1d14719f58600b1992..3d498129059421bfdecdc365b1365e26ab5b8e4d 100644 Binary files a/v0.12.0/.doctrees/api_doc/detect/hand.doctree and b/v0.12.0/.doctrees/api_doc/detect/hand.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/detect/head.doctree b/v0.12.0/.doctrees/api_doc/detect/head.doctree index 3c52eec11a1e7f4f41fe5f134acff6dd98a0872b..8b02f6b0846749ada7e209d6ec2227b01f9e56f8 100644 Binary files a/v0.12.0/.doctrees/api_doc/detect/head.doctree and b/v0.12.0/.doctrees/api_doc/detect/head.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/detect/index.doctree b/v0.12.0/.doctrees/api_doc/detect/index.doctree index 5aa490a19ffac93d0abd193bcb4658bc65c34391..3cf39cd5befa0c094ca15e0df53426bacacab97b 100644 Binary files a/v0.12.0/.doctrees/api_doc/detect/index.doctree and b/v0.12.0/.doctrees/api_doc/detect/index.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/detect/nudenet.doctree b/v0.12.0/.doctrees/api_doc/detect/nudenet.doctree index 3326d44936e6acc4688617f861525479064dbcc6..d325d005afbf6a3d48f583bdce800814a23b35c7 100644 Binary files a/v0.12.0/.doctrees/api_doc/detect/nudenet.doctree and b/v0.12.0/.doctrees/api_doc/detect/nudenet.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/detect/person.doctree b/v0.12.0/.doctrees/api_doc/detect/person.doctree index 4b82932576a61a9edd999a142d543e0e8f1a5e75..d7a2c66d1d16b3df67f0c478c42a47ff4983bd9a 100644 Binary files a/v0.12.0/.doctrees/api_doc/detect/person.doctree and b/v0.12.0/.doctrees/api_doc/detect/person.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/detect/similarity.doctree b/v0.12.0/.doctrees/api_doc/detect/similarity.doctree index 52f15a0c5381e6f32651ffb7e7bb1476ee060c3e..958502e6e78c5f264edffd4ee05844830f953841 100644 Binary files a/v0.12.0/.doctrees/api_doc/detect/similarity.doctree and b/v0.12.0/.doctrees/api_doc/detect/similarity.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/detect/text.doctree b/v0.12.0/.doctrees/api_doc/detect/text.doctree index 14533ce32b530ed67121b1eae65db727defd2cdd..1b0a4c31c182b6e642ffd224e3d6a8ec8ec3931f 100644 Binary files a/v0.12.0/.doctrees/api_doc/detect/text.doctree and b/v0.12.0/.doctrees/api_doc/detect/text.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/detect/visual.doctree b/v0.12.0/.doctrees/api_doc/detect/visual.doctree index 0c2ed81f8bbcb60e4cd8b568afeb9e43c99c0172..2d37633bb6da313347e96e492616b9e9ec0dd1a1 100644 Binary files a/v0.12.0/.doctrees/api_doc/detect/visual.doctree and b/v0.12.0/.doctrees/api_doc/detect/visual.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/edge/canny.doctree b/v0.12.0/.doctrees/api_doc/edge/canny.doctree index f9129b0af6ce90ec6785e953d610de6c08fa7062..8abf4aace6096f37efc53eef65dbedbc0e9a557c 100644 Binary files a/v0.12.0/.doctrees/api_doc/edge/canny.doctree and b/v0.12.0/.doctrees/api_doc/edge/canny.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/edge/index.doctree b/v0.12.0/.doctrees/api_doc/edge/index.doctree index a89dfc17fa921410cbee4c1641c5d978fbb89de8..78bbffbf4eb4bae0cabde8d6f133a230405b3b15 100644 Binary files a/v0.12.0/.doctrees/api_doc/edge/index.doctree and b/v0.12.0/.doctrees/api_doc/edge/index.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/edge/lineart.doctree b/v0.12.0/.doctrees/api_doc/edge/lineart.doctree index e72973c1c61d18a72f5988ff2d3b64b29014a150..e29a3422e59b4af46c518d3fbda112ffce3bc1c8 100644 Binary files a/v0.12.0/.doctrees/api_doc/edge/lineart.doctree and b/v0.12.0/.doctrees/api_doc/edge/lineart.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/edge/lineart_anime.doctree b/v0.12.0/.doctrees/api_doc/edge/lineart_anime.doctree index 609e966b4a01f062f5da6c805695ebaea2674582..e7050ee8a1052d382527a3f7b4d5b44395cfbe76 100644 Binary files a/v0.12.0/.doctrees/api_doc/edge/lineart_anime.doctree and b/v0.12.0/.doctrees/api_doc/edge/lineart_anime.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/generic/classify.doctree b/v0.12.0/.doctrees/api_doc/generic/classify.doctree index 787a70e3317cd82a4169d84ec813e33ff769bd3c..b439eb952780757a254ecee75a85fd5226d9a23e 100644 Binary files a/v0.12.0/.doctrees/api_doc/generic/classify.doctree and b/v0.12.0/.doctrees/api_doc/generic/classify.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/generic/clip.doctree b/v0.12.0/.doctrees/api_doc/generic/clip.doctree index d6a719d5d27286f660ab8a18d27fd0dbf4d95e71..27d783c1a90b97f4dc9425c1353d3fd400c11cab 100644 Binary files a/v0.12.0/.doctrees/api_doc/generic/clip.doctree and b/v0.12.0/.doctrees/api_doc/generic/clip.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/generic/enhance.doctree b/v0.12.0/.doctrees/api_doc/generic/enhance.doctree index 8771605a628f1c7ca0bf708eb6bbb309bd7990ee..057d7849c8749713444ea6829b43af677b527f13 100644 Binary files a/v0.12.0/.doctrees/api_doc/generic/enhance.doctree and b/v0.12.0/.doctrees/api_doc/generic/enhance.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/generic/index.doctree b/v0.12.0/.doctrees/api_doc/generic/index.doctree index a9c5cd7a8870a550531336071d637dc55a60ce57..26d3f013b0cd6883ebc23e3a4f8da2ea99ad511c 100644 Binary files a/v0.12.0/.doctrees/api_doc/generic/index.doctree and b/v0.12.0/.doctrees/api_doc/generic/index.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/generic/siglip.doctree b/v0.12.0/.doctrees/api_doc/generic/siglip.doctree index 0528b418441f00d18b5a7722712a94ff401c462f..17b3079d1f7be63ff81b619607be5b8052f4a98f 100644 Binary files a/v0.12.0/.doctrees/api_doc/generic/siglip.doctree and b/v0.12.0/.doctrees/api_doc/generic/siglip.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/generic/yolo.doctree b/v0.12.0/.doctrees/api_doc/generic/yolo.doctree index e6888f175ba831028213deb8cf9b357cafa9f556..ffd2ec5fab7f9def37c7516e0e8fcc9ea055aed3 100644 Binary files a/v0.12.0/.doctrees/api_doc/generic/yolo.doctree and b/v0.12.0/.doctrees/api_doc/generic/yolo.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/metadata/geninfo.doctree b/v0.12.0/.doctrees/api_doc/metadata/geninfo.doctree index b89d647e981f216f0bea625a84b775eb63237e2a..59e89b35abe4fc3ed10c34a45ec289891d711793 100644 Binary files a/v0.12.0/.doctrees/api_doc/metadata/geninfo.doctree and b/v0.12.0/.doctrees/api_doc/metadata/geninfo.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/metadata/index.doctree b/v0.12.0/.doctrees/api_doc/metadata/index.doctree index 663ad8fa2bbfb1f324016e74b6722f7dd377abb2..e7c469e8214139bb7c50e5f5d42c2ef770eb97dc 100644 Binary files a/v0.12.0/.doctrees/api_doc/metadata/index.doctree and b/v0.12.0/.doctrees/api_doc/metadata/index.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/metadata/lsb.doctree b/v0.12.0/.doctrees/api_doc/metadata/lsb.doctree index b0cbc0f3528775cd41a5453a9dcb61b5fa06a9a8..faf165cfcd137b3ba3a0d28d7ded534a59372223 100644 Binary files a/v0.12.0/.doctrees/api_doc/metadata/lsb.doctree and b/v0.12.0/.doctrees/api_doc/metadata/lsb.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/metrics/aesthetic.doctree b/v0.12.0/.doctrees/api_doc/metrics/aesthetic.doctree index 136b7ec4b61698605dedf6a67bc387072d8a6cf4..322db52d6840b75a72aa620b929c3452400df091 100644 Binary files a/v0.12.0/.doctrees/api_doc/metrics/aesthetic.doctree and b/v0.12.0/.doctrees/api_doc/metrics/aesthetic.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/metrics/ccip.doctree b/v0.12.0/.doctrees/api_doc/metrics/ccip.doctree index 8b0f9d7bb2a9c39b020df3249763ce9eb6afb71e..ae794f8fe1a0739cbd239810a9e71dcad3c3dda1 100644 Binary files a/v0.12.0/.doctrees/api_doc/metrics/ccip.doctree and b/v0.12.0/.doctrees/api_doc/metrics/ccip.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/metrics/dbaesthetic.doctree b/v0.12.0/.doctrees/api_doc/metrics/dbaesthetic.doctree index 005b0a4b25f1d6336a025ae081319880214851ea..ad4dd7a8a591461009d418c2516658797fcef0d3 100644 Binary files a/v0.12.0/.doctrees/api_doc/metrics/dbaesthetic.doctree and b/v0.12.0/.doctrees/api_doc/metrics/dbaesthetic.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/metrics/index.doctree b/v0.12.0/.doctrees/api_doc/metrics/index.doctree index 0c78ef7df5012f1103c02afadf32eb373c59b321..ca768347c10c6b65d786ff099ec6c5fd4ec2fb6f 100644 Binary files a/v0.12.0/.doctrees/api_doc/metrics/index.doctree and b/v0.12.0/.doctrees/api_doc/metrics/index.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/metrics/laplacian.doctree b/v0.12.0/.doctrees/api_doc/metrics/laplacian.doctree index 9ffa5ccc66d94d9d583df034da986db515ae33be..1173e734b7c3a3aacd94a31ac0dadfdba9b3c756 100644 Binary files a/v0.12.0/.doctrees/api_doc/metrics/laplacian.doctree and b/v0.12.0/.doctrees/api_doc/metrics/laplacian.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/metrics/lpips.doctree b/v0.12.0/.doctrees/api_doc/metrics/lpips.doctree index 8fa1f7d833c383ca3db7bc3968370aa441535acc..c482d2d838a72ef2a11a011a2eb05e0add3eb95b 100644 Binary files a/v0.12.0/.doctrees/api_doc/metrics/lpips.doctree and b/v0.12.0/.doctrees/api_doc/metrics/lpips.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/metrics/psnr_.doctree b/v0.12.0/.doctrees/api_doc/metrics/psnr_.doctree index 2ccbf5c2de396ada9eb50e8d809ecf398f8ede83..a4b8a27664eeba837e4be46bbf749e4dbbba055b 100644 Binary files a/v0.12.0/.doctrees/api_doc/metrics/psnr_.doctree and b/v0.12.0/.doctrees/api_doc/metrics/psnr_.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/ocr/index.doctree b/v0.12.0/.doctrees/api_doc/ocr/index.doctree index aa0fa9112b0e06d506e6478f538c83aa3933f33b..a6503a9273fa84785f5138a45185ffcbb68e7882 100644 Binary files a/v0.12.0/.doctrees/api_doc/ocr/index.doctree and b/v0.12.0/.doctrees/api_doc/ocr/index.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/operate/align.doctree b/v0.12.0/.doctrees/api_doc/operate/align.doctree index a9e4d47c0a70f4053a023434515592b589c8b202..66bbc6ead502abc4778dbfb59a6fecab6c9f1526 100644 Binary files a/v0.12.0/.doctrees/api_doc/operate/align.doctree and b/v0.12.0/.doctrees/api_doc/operate/align.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/operate/censor.doctree b/v0.12.0/.doctrees/api_doc/operate/censor.doctree index 829842459453202b4d577d4088864d8bad991af7..84f1a1f2518da24bf89cb4901886bde8b86a43f8 100644 Binary files a/v0.12.0/.doctrees/api_doc/operate/censor.doctree and b/v0.12.0/.doctrees/api_doc/operate/censor.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/operate/imgcensor.doctree b/v0.12.0/.doctrees/api_doc/operate/imgcensor.doctree index 7454f976838502c26dfc11412a073259d5e881d3..30dcc3cb467b77afaf21122c2748b20e35e6fe2b 100644 Binary files a/v0.12.0/.doctrees/api_doc/operate/imgcensor.doctree and b/v0.12.0/.doctrees/api_doc/operate/imgcensor.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/operate/index.doctree b/v0.12.0/.doctrees/api_doc/operate/index.doctree index 39163d03f78333a504ffcdd120c8247de4691825..7cc264304ebc4bac6bc9effcf93fbc55fab3c78c 100644 Binary files a/v0.12.0/.doctrees/api_doc/operate/index.doctree and b/v0.12.0/.doctrees/api_doc/operate/index.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/operate/squeeze.doctree b/v0.12.0/.doctrees/api_doc/operate/squeeze.doctree index 58646ecc267594db07d57835e2eb86ebdcb661fc..12e711f2ce5ea1b7f8bdcca53c4ae0c8c1486524 100644 Binary files a/v0.12.0/.doctrees/api_doc/operate/squeeze.doctree and b/v0.12.0/.doctrees/api_doc/operate/squeeze.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/pose/dwpose.doctree b/v0.12.0/.doctrees/api_doc/pose/dwpose.doctree index 2228d7d1b8427a9dfe651c07b172cc9fc72c149b..1a312925b9aacfff664b369e33c6a368fe558ff9 100644 Binary files a/v0.12.0/.doctrees/api_doc/pose/dwpose.doctree and b/v0.12.0/.doctrees/api_doc/pose/dwpose.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/pose/format.doctree b/v0.12.0/.doctrees/api_doc/pose/format.doctree index 9687dc4927d08241b330ba5d7e8a49c9fa76ccc8..3a67822baf2fa94eb6ac2212a50814bce518dd7e 100644 Binary files a/v0.12.0/.doctrees/api_doc/pose/format.doctree and b/v0.12.0/.doctrees/api_doc/pose/format.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/pose/index.doctree b/v0.12.0/.doctrees/api_doc/pose/index.doctree index 35856c75dc982addeb04793bb78f3b2659d4c4bf..f95cb18a16802b89af9bfcee7405f1c5314fae53 100644 Binary files a/v0.12.0/.doctrees/api_doc/pose/index.doctree and b/v0.12.0/.doctrees/api_doc/pose/index.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/pose/visual.doctree b/v0.12.0/.doctrees/api_doc/pose/visual.doctree index fed93091d49284d8bfe35247acc8e04512272718..e8403e6b7316951cb54cf8a2c31e34a4bfa0e76f 100644 Binary files a/v0.12.0/.doctrees/api_doc/pose/visual.doctree and b/v0.12.0/.doctrees/api_doc/pose/visual.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/preprocess/base.doctree b/v0.12.0/.doctrees/api_doc/preprocess/base.doctree index 61310373592650373021b9b1572a0fc6a30f4c6e..6da4d5816b081f9cb6dec3b0000c43adfe4a3b27 100644 Binary files a/v0.12.0/.doctrees/api_doc/preprocess/base.doctree and b/v0.12.0/.doctrees/api_doc/preprocess/base.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/preprocess/index.doctree b/v0.12.0/.doctrees/api_doc/preprocess/index.doctree index 79d5083f94bcec75b5804aa51df952de41cffa07..c4f15b36359ac5d225691a7ae16950ad4e70b232 100644 Binary files a/v0.12.0/.doctrees/api_doc/preprocess/index.doctree and b/v0.12.0/.doctrees/api_doc/preprocess/index.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/preprocess/pillow.doctree b/v0.12.0/.doctrees/api_doc/preprocess/pillow.doctree index 88c4b5f69dc9dfe08bdb478c1515f854938d12c7..a360bd5f338467489b7533b7aaa8077d1bff289a 100644 Binary files a/v0.12.0/.doctrees/api_doc/preprocess/pillow.doctree and b/v0.12.0/.doctrees/api_doc/preprocess/pillow.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/preprocess/torchvision.doctree b/v0.12.0/.doctrees/api_doc/preprocess/torchvision.doctree index 307017571f4b3ff51aab9ce811911c2a348aa13f..65ade0ec10ec2bbf453c540bbe09740d4261567d 100644 Binary files a/v0.12.0/.doctrees/api_doc/preprocess/torchvision.doctree and b/v0.12.0/.doctrees/api_doc/preprocess/torchvision.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/preprocess/transformers.doctree b/v0.12.0/.doctrees/api_doc/preprocess/transformers.doctree index a03446e517ee2a97ca7dbeee602a517cfb63cc9b..8233344aa4156995bfafec8b0c14258cd5cce043 100644 Binary files a/v0.12.0/.doctrees/api_doc/preprocess/transformers.doctree and b/v0.12.0/.doctrees/api_doc/preprocess/transformers.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/resource/background.doctree b/v0.12.0/.doctrees/api_doc/resource/background.doctree index cce6efd7409fe7a2b7cb6e8a21f30bd0a78ba347..74f38be40d88649a9e44cb7763a6c9eca750a6a3 100644 Binary files a/v0.12.0/.doctrees/api_doc/resource/background.doctree and b/v0.12.0/.doctrees/api_doc/resource/background.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/resource/index.doctree b/v0.12.0/.doctrees/api_doc/resource/index.doctree index 40bfe9a027e8804e93aa0edec24e8f09aff5e24a..cb166a9d495be48392b0c041de0913c7848251b5 100644 Binary files a/v0.12.0/.doctrees/api_doc/resource/index.doctree and b/v0.12.0/.doctrees/api_doc/resource/index.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/restore/adversarial.doctree b/v0.12.0/.doctrees/api_doc/restore/adversarial.doctree index 801604c089694e150eebbeb152185c0e8a239b31..ac204b7d22a5ae64251644eb24108aeb0af7211b 100644 Binary files a/v0.12.0/.doctrees/api_doc/restore/adversarial.doctree and b/v0.12.0/.doctrees/api_doc/restore/adversarial.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/restore/index.doctree b/v0.12.0/.doctrees/api_doc/restore/index.doctree index 05a62be599dca240e39d635fabf580a6362ed81d..ff4b5282e3ed4a8e92d4cc190ce56943c13dfba8 100644 Binary files a/v0.12.0/.doctrees/api_doc/restore/index.doctree and b/v0.12.0/.doctrees/api_doc/restore/index.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/restore/nafnet.doctree b/v0.12.0/.doctrees/api_doc/restore/nafnet.doctree index 4c2a9d499b79d23d04d4a38ad1c569811d789d44..52eca6f95133544a9e44d6cb554cf1f8d262f197 100644 Binary files a/v0.12.0/.doctrees/api_doc/restore/nafnet.doctree and b/v0.12.0/.doctrees/api_doc/restore/nafnet.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/restore/scunet.doctree b/v0.12.0/.doctrees/api_doc/restore/scunet.doctree index 5f73db6c02642a5f318d46f89ee45b7f5ea395f4..d630221033d1b89912ce4990eb0ee5ced000eb43 100644 Binary files a/v0.12.0/.doctrees/api_doc/restore/scunet.doctree and b/v0.12.0/.doctrees/api_doc/restore/scunet.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/sd/index.doctree b/v0.12.0/.doctrees/api_doc/sd/index.doctree index 1979504d9f2415a9856d9c08b894d4376bdde280..c4d1c744dad45471ea997ae5e1bac1789529c7ca 100644 Binary files a/v0.12.0/.doctrees/api_doc/sd/index.doctree and b/v0.12.0/.doctrees/api_doc/sd/index.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/sd/metadata.doctree b/v0.12.0/.doctrees/api_doc/sd/metadata.doctree index 10a86c53d1e056b7f293e815a3477bf47a1b9068..9aa6db459a8abb36e5a0c09e3de51bdcaa36ab40 100644 Binary files a/v0.12.0/.doctrees/api_doc/sd/metadata.doctree and b/v0.12.0/.doctrees/api_doc/sd/metadata.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/sd/model.doctree b/v0.12.0/.doctrees/api_doc/sd/model.doctree index ef434fbb6d135e172800757f4c0f76ff2ebe7e05..51fd3acade60a1576de0c3df2582405b36a8c3ff 100644 Binary files a/v0.12.0/.doctrees/api_doc/sd/model.doctree and b/v0.12.0/.doctrees/api_doc/sd/model.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/sd/nai.doctree b/v0.12.0/.doctrees/api_doc/sd/nai.doctree index d1809362c444c243dc45db8bafb998a9cdfbd06c..e291aa58881dfc848ebb9446c66363ced31ad7c7 100644 Binary files a/v0.12.0/.doctrees/api_doc/sd/nai.doctree and b/v0.12.0/.doctrees/api_doc/sd/nai.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/segment/index.doctree b/v0.12.0/.doctrees/api_doc/segment/index.doctree index b584709c697910d537bb1e0ccdd49a437e8dbcc2..4b6f4fac8fa6f00b55f8ff99c92474003e78ae14 100644 Binary files a/v0.12.0/.doctrees/api_doc/segment/index.doctree and b/v0.12.0/.doctrees/api_doc/segment/index.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/segment/isnetis.doctree b/v0.12.0/.doctrees/api_doc/segment/isnetis.doctree index 60aac7a03606a524c337341994f47a0911878e88..ca492a9cd55535802c516fe22c43fd5db5998b47 100644 Binary files a/v0.12.0/.doctrees/api_doc/segment/isnetis.doctree and b/v0.12.0/.doctrees/api_doc/segment/isnetis.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/tagging/blacklist.doctree b/v0.12.0/.doctrees/api_doc/tagging/blacklist.doctree index 243e1b93ab717e146852e5364917abe8e60a2990..84ad775bb5252b8ae6630a5b2f3108a2747466f5 100644 Binary files a/v0.12.0/.doctrees/api_doc/tagging/blacklist.doctree and b/v0.12.0/.doctrees/api_doc/tagging/blacklist.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/tagging/character.doctree b/v0.12.0/.doctrees/api_doc/tagging/character.doctree index 749c7d24cab677f7b6422aeba36e9373f70ef766..5303ff3c099358fa0c1c841a2841495719656469 100644 Binary files a/v0.12.0/.doctrees/api_doc/tagging/character.doctree and b/v0.12.0/.doctrees/api_doc/tagging/character.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/tagging/deepdanbooru.doctree b/v0.12.0/.doctrees/api_doc/tagging/deepdanbooru.doctree index c77f24d084049ed8d707e3ef7601cc0c79aeac8f..c07dec587446d1322b75a669ffee314f9430df9a 100644 Binary files a/v0.12.0/.doctrees/api_doc/tagging/deepdanbooru.doctree and b/v0.12.0/.doctrees/api_doc/tagging/deepdanbooru.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/tagging/deepgelbooru.doctree b/v0.12.0/.doctrees/api_doc/tagging/deepgelbooru.doctree index 2cb13db00aae3cb35263bfddc6836eaeeffbc081..0cb81e5c2772f64ad5e87063b996ceb2d863a749 100644 Binary files a/v0.12.0/.doctrees/api_doc/tagging/deepgelbooru.doctree and b/v0.12.0/.doctrees/api_doc/tagging/deepgelbooru.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/tagging/format.doctree b/v0.12.0/.doctrees/api_doc/tagging/format.doctree index e4032b843382a636134ac4f582367907534fbbf7..8af5ecc496b8c010190f52caebe185d6313e9de2 100644 Binary files a/v0.12.0/.doctrees/api_doc/tagging/format.doctree and b/v0.12.0/.doctrees/api_doc/tagging/format.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/tagging/index.doctree b/v0.12.0/.doctrees/api_doc/tagging/index.doctree index eeb34b77406bb6260bc5eaf8925e82558617dee9..df25f67bb09f674f46759e00f9283cf29cab13cb 100644 Binary files a/v0.12.0/.doctrees/api_doc/tagging/index.doctree and b/v0.12.0/.doctrees/api_doc/tagging/index.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/tagging/match.doctree b/v0.12.0/.doctrees/api_doc/tagging/match.doctree index 6c191f558d6fa0be1f1ea5e3bf0835dc2b2ec061..3792892859df97c6a825722a69cd422bdb5a05fa 100644 Binary files a/v0.12.0/.doctrees/api_doc/tagging/match.doctree and b/v0.12.0/.doctrees/api_doc/tagging/match.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/tagging/mldanbooru.doctree b/v0.12.0/.doctrees/api_doc/tagging/mldanbooru.doctree index ab698d2cb67818e19f576b0c5c90600f615e3fb9..1df2e4cf463c39486d50854d636fc7b436cc53c0 100644 Binary files a/v0.12.0/.doctrees/api_doc/tagging/mldanbooru.doctree and b/v0.12.0/.doctrees/api_doc/tagging/mldanbooru.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/tagging/order.doctree b/v0.12.0/.doctrees/api_doc/tagging/order.doctree index cb20840885fd06727ecf132ff30d7b94c6edf897..65ad54db1f12c9056422c415e6723157444c0bf6 100644 Binary files a/v0.12.0/.doctrees/api_doc/tagging/order.doctree and b/v0.12.0/.doctrees/api_doc/tagging/order.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/tagging/overlap.doctree b/v0.12.0/.doctrees/api_doc/tagging/overlap.doctree index fa5696bdba406c54b10325a50096998119d5d0b6..0b963a30bb46f578b0c945402cf7d954d5bad8e1 100644 Binary files a/v0.12.0/.doctrees/api_doc/tagging/overlap.doctree and b/v0.12.0/.doctrees/api_doc/tagging/overlap.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/tagging/wd14.doctree b/v0.12.0/.doctrees/api_doc/tagging/wd14.doctree index e8dc9d5e39662532e015b32dd7f82d5b77281b95..3c9dc7e2dc4d4832a64274ab8dbf53c30dd9b97d 100644 Binary files a/v0.12.0/.doctrees/api_doc/tagging/wd14.doctree and b/v0.12.0/.doctrees/api_doc/tagging/wd14.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/upscale/cdc.doctree b/v0.12.0/.doctrees/api_doc/upscale/cdc.doctree index 381d94a3acfbdabbf59889660849ae7cab2c35ae..b06140efe4bb36214c2154e4376bd7dd0ff72319 100644 Binary files a/v0.12.0/.doctrees/api_doc/upscale/cdc.doctree and b/v0.12.0/.doctrees/api_doc/upscale/cdc.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/upscale/index.doctree b/v0.12.0/.doctrees/api_doc/upscale/index.doctree index b08e65e692497efac403cb18a7887821cfdabf2e..919700813e15eea3e0f6e2a21e39265fc90fc625 100644 Binary files a/v0.12.0/.doctrees/api_doc/upscale/index.doctree and b/v0.12.0/.doctrees/api_doc/upscale/index.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/utils/cache.doctree b/v0.12.0/.doctrees/api_doc/utils/cache.doctree index b46411cf09ba00a07733542b9c0b24b2110a4ea5..0179131b08db7b06d49a41fb17570926f75f7c6d 100644 Binary files a/v0.12.0/.doctrees/api_doc/utils/cache.doctree and b/v0.12.0/.doctrees/api_doc/utils/cache.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/utils/func.doctree b/v0.12.0/.doctrees/api_doc/utils/func.doctree index c8e811a42d24328770bd9160a51a6359f0315f54..f7f8a85e0b882911bb3442453f702b5ac4e5a7ee 100644 Binary files a/v0.12.0/.doctrees/api_doc/utils/func.doctree and b/v0.12.0/.doctrees/api_doc/utils/func.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/utils/index.doctree b/v0.12.0/.doctrees/api_doc/utils/index.doctree index 1b5c30424a02c6c1c9d53c7b172fa0b54e99913b..ed5422a34c24083046f0b3b9ecfde4eb950ee35e 100644 Binary files a/v0.12.0/.doctrees/api_doc/utils/index.doctree and b/v0.12.0/.doctrees/api_doc/utils/index.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/utils/onnxruntime.doctree b/v0.12.0/.doctrees/api_doc/utils/onnxruntime.doctree index fc0005a986027f591f3a73886e02ba7bcb7f4d38..3b6ad5fa28b36dc4c7d4f1a0ce5fd2ccb78d3cdf 100644 Binary files a/v0.12.0/.doctrees/api_doc/utils/onnxruntime.doctree and b/v0.12.0/.doctrees/api_doc/utils/onnxruntime.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/validate/aicheck.doctree b/v0.12.0/.doctrees/api_doc/validate/aicheck.doctree index cfa8768bce06aedc895613b14c6d8f994d3da572..4351f078f18254f467cc8785fbaa21d13fdbad0e 100644 Binary files a/v0.12.0/.doctrees/api_doc/validate/aicheck.doctree and b/v0.12.0/.doctrees/api_doc/validate/aicheck.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/validate/bangumi_char.doctree b/v0.12.0/.doctrees/api_doc/validate/bangumi_char.doctree index 2a81060d3ec6c2c93ca36f564f49dbf96e9f2e63..0c1b9548bbc06aca47d1f9acab8d0a94c2b879af 100644 Binary files a/v0.12.0/.doctrees/api_doc/validate/bangumi_char.doctree and b/v0.12.0/.doctrees/api_doc/validate/bangumi_char.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/validate/classify.doctree b/v0.12.0/.doctrees/api_doc/validate/classify.doctree index 1d7c06025413b7b261c5dc7bfa1e6a6771df492d..309d73ae8b3f1d40769378b33da2c82615babfe7 100644 Binary files a/v0.12.0/.doctrees/api_doc/validate/classify.doctree and b/v0.12.0/.doctrees/api_doc/validate/classify.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/validate/color.doctree b/v0.12.0/.doctrees/api_doc/validate/color.doctree index 2de5f87e16685c3b0812413c85fa8a0c93ab113e..5154a5fa53b8f0bf8cd160bfdeca85a22e8be78e 100644 Binary files a/v0.12.0/.doctrees/api_doc/validate/color.doctree and b/v0.12.0/.doctrees/api_doc/validate/color.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/validate/completeness.doctree b/v0.12.0/.doctrees/api_doc/validate/completeness.doctree index d0ffb365f5fe0bb86e05132e6257993055be6e94..af691b8611dfdb5711f42725019daff37c7df9f2 100644 Binary files a/v0.12.0/.doctrees/api_doc/validate/completeness.doctree and b/v0.12.0/.doctrees/api_doc/validate/completeness.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/validate/dbrating.doctree b/v0.12.0/.doctrees/api_doc/validate/dbrating.doctree index 27a41b6c729c7cea7ce5e8a1610cb885e7edcb48..2a8ec11189b02eb9753077457e58b40a5183b3e8 100644 Binary files a/v0.12.0/.doctrees/api_doc/validate/dbrating.doctree and b/v0.12.0/.doctrees/api_doc/validate/dbrating.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/validate/furry.doctree b/v0.12.0/.doctrees/api_doc/validate/furry.doctree index 82b7cca7a48b39be83f359284ab944d28187ea83..20e4c0b5eff77a524fff88f26bc18bed8a375f36 100644 Binary files a/v0.12.0/.doctrees/api_doc/validate/furry.doctree and b/v0.12.0/.doctrees/api_doc/validate/furry.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/validate/index.doctree b/v0.12.0/.doctrees/api_doc/validate/index.doctree index 873b9074519a37585f14b4fdea63d4427f55baaf..115296eba36e87e4b3b3967eeda67cc99b16a4e1 100644 Binary files a/v0.12.0/.doctrees/api_doc/validate/index.doctree and b/v0.12.0/.doctrees/api_doc/validate/index.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/validate/monochrome.doctree b/v0.12.0/.doctrees/api_doc/validate/monochrome.doctree index 42b1c92bcf2a298deaef96f3b7942a415d8c4c1d..441d40ea61df49e768a0d0bc89a5b2fd021cae5f 100644 Binary files a/v0.12.0/.doctrees/api_doc/validate/monochrome.doctree and b/v0.12.0/.doctrees/api_doc/validate/monochrome.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/validate/nsfw.doctree b/v0.12.0/.doctrees/api_doc/validate/nsfw.doctree index e8e13fc769a689cf8e54cc3e8336a5caa0bdd208..79cddbff4a35bc4fe01b88fb63e6d1c840cfb51e 100644 Binary files a/v0.12.0/.doctrees/api_doc/validate/nsfw.doctree and b/v0.12.0/.doctrees/api_doc/validate/nsfw.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/validate/portrait.doctree b/v0.12.0/.doctrees/api_doc/validate/portrait.doctree index e738d7fd3ada06bb684d45ebf089d1dd8c3b5496..0a2aaeb9467a94739518201910c83194d3dd85c5 100644 Binary files a/v0.12.0/.doctrees/api_doc/validate/portrait.doctree and b/v0.12.0/.doctrees/api_doc/validate/portrait.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/validate/rating.doctree b/v0.12.0/.doctrees/api_doc/validate/rating.doctree index 34df58897f1a22543d0ee875f6273e948b440e19..f280e127c7de8f0c8cd68383d16c9eb021132df0 100644 Binary files a/v0.12.0/.doctrees/api_doc/validate/rating.doctree and b/v0.12.0/.doctrees/api_doc/validate/rating.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/validate/real.doctree b/v0.12.0/.doctrees/api_doc/validate/real.doctree index bdeb497ac0953e9b3dd611957c017a263c01f99d..1b7307cf17f45bc59d5bf2cc9d6c7f05df96d44a 100644 Binary files a/v0.12.0/.doctrees/api_doc/validate/real.doctree and b/v0.12.0/.doctrees/api_doc/validate/real.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/validate/safe.doctree b/v0.12.0/.doctrees/api_doc/validate/safe.doctree index b8da7a443d3c6f673803c2cc3af4a46934d655da..053cd40d42bf1972822078eb9bde1b7a59affab2 100644 Binary files a/v0.12.0/.doctrees/api_doc/validate/safe.doctree and b/v0.12.0/.doctrees/api_doc/validate/safe.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/validate/style_age.doctree b/v0.12.0/.doctrees/api_doc/validate/style_age.doctree index bd30e30d922631c7ff0c3025e703d8ee3500b43b..4bc9b3a9d123bc4dc6d92d7270b58d775ea9dbb9 100644 Binary files a/v0.12.0/.doctrees/api_doc/validate/style_age.doctree and b/v0.12.0/.doctrees/api_doc/validate/style_age.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/validate/teen.doctree b/v0.12.0/.doctrees/api_doc/validate/teen.doctree index 8f0b545b17a81933758eaa394a3e9c4b3b94b631..201a66cff07b844c0d81a33572dc6da42a01ecec 100644 Binary files a/v0.12.0/.doctrees/api_doc/validate/teen.doctree and b/v0.12.0/.doctrees/api_doc/validate/teen.doctree differ diff --git a/v0.12.0/.doctrees/api_doc/validate/truncate.doctree b/v0.12.0/.doctrees/api_doc/validate/truncate.doctree index ecba4f52a93a0fb9d47c1b8ff620f19603b97026..e981eac975b3842edb2c1f925ccb8552d278435a 100644 Binary files a/v0.12.0/.doctrees/api_doc/validate/truncate.doctree and b/v0.12.0/.doctrees/api_doc/validate/truncate.doctree differ diff --git a/v0.12.0/.doctrees/environment.pickle b/v0.12.0/.doctrees/environment.pickle index 9a38ca8547acc61f671bce6c4c5b0db61377050d..7cab1fb2e25efab6e2fb4a86a3a372a8da9dbe93 100644 Binary files a/v0.12.0/.doctrees/environment.pickle and b/v0.12.0/.doctrees/environment.pickle differ diff --git a/v0.12.0/.doctrees/index.doctree b/v0.12.0/.doctrees/index.doctree index ec5284ced1d670bc5bbaa2c6a2627e1bc393e490..2f9a0696d3970fbf6a906918686eccf2b9422b90 100644 Binary files a/v0.12.0/.doctrees/index.doctree and b/v0.12.0/.doctrees/index.doctree differ diff --git a/v0.12.0/.doctrees/information/environment.doctree b/v0.12.0/.doctrees/information/environment.doctree index 6ef4a7aa60299f3bc19522b4b215429ab01f43d2..645a48f3fde8e1997626fb5cda0a87fe23dbff5e 100644 Binary files a/v0.12.0/.doctrees/information/environment.doctree and b/v0.12.0/.doctrees/information/environment.doctree differ diff --git a/v0.12.0/.doctrees/information/environment.result.doctree b/v0.12.0/.doctrees/information/environment.result.doctree index 39ffaed65b6abd670e9fefa9b60d9b2cc65d9a65..8065aba5f5e6041a0adab06d7750513565b50d4e 100644 Binary files a/v0.12.0/.doctrees/information/environment.result.doctree and b/v0.12.0/.doctrees/information/environment.result.doctree differ diff --git a/v0.12.0/.doctrees/nbsphinx/information/environment.ipynb b/v0.12.0/.doctrees/nbsphinx/information/environment.ipynb index 5a0be518c9a0c5d00b0e6cf1f7515a7726f559c8..9b48004dfb0d02b90499d39448059b9736800b51 100644 --- a/v0.12.0/.doctrees/nbsphinx/information/environment.ipynb +++ b/v0.12.0/.doctrees/nbsphinx/information/environment.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:11:31.311436Z", - "iopub.status.busy": "2025-03-26T11:11:31.311228Z", - "iopub.status.idle": "2025-03-26T11:11:32.473875Z", - "shell.execute_reply": "2025-03-26T11:11:32.473210Z" + "iopub.execute_input": "2025-03-26T12:56:46.272562Z", + "iopub.status.busy": "2025-03-26T12:56:46.272342Z", + "iopub.status.idle": "2025-03-26T12:56:47.431962Z", + "shell.execute_reply": "2025-03-26T12:56:47.431190Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3220.4015000000004 MHz\n", + "CPU Freq: 3221.28275 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/v0.12.0/.doctrees/nbsphinx/information/environment.result.ipynb b/v0.12.0/.doctrees/nbsphinx/information/environment.result.ipynb index 08f8b8b6dc2cfbc0c8d8ac06cbd8983b0719c25f..36bf15804b0bd1d0364d2c5fd227a98150c9ae6e 100644 --- a/v0.12.0/.doctrees/nbsphinx/information/environment.result.ipynb +++ b/v0.12.0/.doctrees/nbsphinx/information/environment.result.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:09:19.608414Z", - "iopub.status.busy": "2025-03-26T11:09:19.607880Z", - "iopub.status.idle": "2025-03-26T11:09:20.781507Z", - "shell.execute_reply": "2025-03-26T11:09:20.780697Z" + "iopub.execute_input": "2025-03-26T12:54:34.320150Z", + "iopub.status.busy": "2025-03-26T12:54:34.319944Z", + "iopub.status.idle": "2025-03-26T12:54:35.485744Z", + "shell.execute_reply": "2025-03-26T12:54:35.484991Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3148.1705 MHz\n", + "CPU Freq: 3240.0337500000005 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/v0.12.0/.doctrees/tutorials/installation/index.doctree b/v0.12.0/.doctrees/tutorials/installation/index.doctree index 548cd7a737e398a7d8a43b1808256ed0cee7148e..4e82278b825c93fb234d0e4a160cad45b4afd78d 100644 Binary files a/v0.12.0/.doctrees/tutorials/installation/index.doctree and b/v0.12.0/.doctrees/tutorials/installation/index.doctree differ diff --git a/v0.12.0/.doctrees/tutorials/quick_start/index.doctree b/v0.12.0/.doctrees/tutorials/quick_start/index.doctree index 6c1906bc0acd6cc0e9e4d2ca19842aeae8228990..77db1c332d7f692395557b8fd8f3b56dd5742dd9 100644 Binary files a/v0.12.0/.doctrees/tutorials/quick_start/index.doctree and b/v0.12.0/.doctrees/tutorials/quick_start/index.doctree differ diff --git a/v0.12.0/_sources/information/environment.result.ipynb.txt b/v0.12.0/_sources/information/environment.result.ipynb.txt index 08f8b8b6dc2cfbc0c8d8ac06cbd8983b0719c25f..36bf15804b0bd1d0364d2c5fd227a98150c9ae6e 100644 --- a/v0.12.0/_sources/information/environment.result.ipynb.txt +++ b/v0.12.0/_sources/information/environment.result.ipynb.txt @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:09:19.608414Z", - "iopub.status.busy": "2025-03-26T11:09:19.607880Z", - "iopub.status.idle": "2025-03-26T11:09:20.781507Z", - "shell.execute_reply": "2025-03-26T11:09:20.780697Z" + "iopub.execute_input": "2025-03-26T12:54:34.320150Z", + "iopub.status.busy": "2025-03-26T12:54:34.319944Z", + "iopub.status.idle": "2025-03-26T12:54:35.485744Z", + "shell.execute_reply": "2025-03-26T12:54:35.484991Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3148.1705 MHz\n", + "CPU Freq: 3240.0337500000005 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/v0.12.0/information/environment.html b/v0.12.0/information/environment.html index 26fece7b869256ebe5e3dd360c75a70f2197c823..d57fdd02c786dafbc33dfa14c878c608568dc886 100644 --- a/v0.12.0/information/environment.html +++ b/v0.12.0/information/environment.html @@ -139,7 +139,7 @@ OS: Linux-6.8.0-1021-azure-x86_64-with-glibc2.34 Python: CPython 3.8.18 CPU Brand: AMD EPYC 7763 64-Core Processor CPU Count: 4 -CPU Freq: 3220.4015000000004 MHz +CPU Freq: 3221.28275 MHz Memory Size: 15.615 GiB Has CUDA: No diff --git a/v0.12.0/information/environment.ipynb b/v0.12.0/information/environment.ipynb index 5a0be518c9a0c5d00b0e6cf1f7515a7726f559c8..9b48004dfb0d02b90499d39448059b9736800b51 100644 --- a/v0.12.0/information/environment.ipynb +++ b/v0.12.0/information/environment.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:11:31.311436Z", - "iopub.status.busy": "2025-03-26T11:11:31.311228Z", - "iopub.status.idle": "2025-03-26T11:11:32.473875Z", - "shell.execute_reply": "2025-03-26T11:11:32.473210Z" + "iopub.execute_input": "2025-03-26T12:56:46.272562Z", + "iopub.status.busy": "2025-03-26T12:56:46.272342Z", + "iopub.status.idle": "2025-03-26T12:56:47.431962Z", + "shell.execute_reply": "2025-03-26T12:56:47.431190Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3220.4015000000004 MHz\n", + "CPU Freq: 3221.28275 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/v0.12.0/information/environment.result.html b/v0.12.0/information/environment.result.html index 2029de826ab6906c4b03b61c830ca1321aa55838..b6b73521efcb0b5ed8d9166e0b5785bc26b1a03f 100644 --- a/v0.12.0/information/environment.result.html +++ b/v0.12.0/information/environment.result.html @@ -141,7 +141,7 @@ OS: Linux-6.8.0-1021-azure-x86_64-with-glibc2.34 Python: CPython 3.8.18 CPU Brand: AMD EPYC 7763 64-Core Processor CPU Count: 4 -CPU Freq: 3148.1705 MHz +CPU Freq: 3240.0337500000005 MHz Memory Size: 15.615 GiB Has CUDA: No diff --git a/v0.12.0/information/environment.result.ipynb b/v0.12.0/information/environment.result.ipynb index 08f8b8b6dc2cfbc0c8d8ac06cbd8983b0719c25f..36bf15804b0bd1d0364d2c5fd227a98150c9ae6e 100644 --- a/v0.12.0/information/environment.result.ipynb +++ b/v0.12.0/information/environment.result.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:09:19.608414Z", - "iopub.status.busy": "2025-03-26T11:09:19.607880Z", - "iopub.status.idle": "2025-03-26T11:09:20.781507Z", - "shell.execute_reply": "2025-03-26T11:09:20.780697Z" + "iopub.execute_input": "2025-03-26T12:54:34.320150Z", + "iopub.status.busy": "2025-03-26T12:54:34.319944Z", + "iopub.status.idle": "2025-03-26T12:54:35.485744Z", + "shell.execute_reply": "2025-03-26T12:54:35.484991Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3148.1705 MHz\n", + "CPU Freq: 3240.0337500000005 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/v0.12.0/searchindex.js b/v0.12.0/searchindex.js index 0ba92c50fd1fba8eae1b8413d1fd0797b7cc2564..7a3eac1176994af80cfed51efe081dae332a1f51 100644 --- a/v0.12.0/searchindex.js +++ b/v0.12.0/searchindex.js @@ -1 +1 @@ -Search.setIndex({"docnames": ["api_doc/ascii/drawing", "api_doc/ascii/index", "api_doc/config/index", "api_doc/config/meta", "api_doc/data/background", "api_doc/data/decode", "api_doc/data/encode", "api_doc/data/image", "api_doc/data/index", "api_doc/data/layer", "api_doc/detect/booru_yolo", "api_doc/detect/censor", "api_doc/detect/eye", "api_doc/detect/face", "api_doc/detect/halfbody", "api_doc/detect/hand", "api_doc/detect/head", "api_doc/detect/index", "api_doc/detect/nudenet", "api_doc/detect/person", "api_doc/detect/similarity", "api_doc/detect/text", "api_doc/detect/visual", "api_doc/edge/canny", "api_doc/edge/index", "api_doc/edge/lineart", "api_doc/edge/lineart_anime", "api_doc/generic/classify", "api_doc/generic/clip", "api_doc/generic/enhance", "api_doc/generic/index", "api_doc/generic/siglip", "api_doc/generic/yolo", "api_doc/metadata/geninfo", "api_doc/metadata/index", "api_doc/metadata/lsb", "api_doc/metrics/aesthetic", "api_doc/metrics/ccip", "api_doc/metrics/dbaesthetic", "api_doc/metrics/index", "api_doc/metrics/laplacian", "api_doc/metrics/lpips", "api_doc/metrics/psnr_", "api_doc/ocr/index", "api_doc/operate/align", "api_doc/operate/censor", "api_doc/operate/imgcensor", "api_doc/operate/index", "api_doc/operate/squeeze", "api_doc/pose/dwpose", "api_doc/pose/format", "api_doc/pose/index", "api_doc/pose/visual", "api_doc/preprocess/base", "api_doc/preprocess/index", "api_doc/preprocess/pillow", "api_doc/preprocess/torchvision", "api_doc/preprocess/transformers", "api_doc/resource/background", "api_doc/resource/index", "api_doc/restore/adversarial", "api_doc/restore/index", "api_doc/restore/nafnet", "api_doc/restore/scunet", "api_doc/sd/index", "api_doc/sd/metadata", "api_doc/sd/model", "api_doc/sd/nai", "api_doc/segment/index", "api_doc/segment/isnetis", "api_doc/tagging/blacklist", "api_doc/tagging/character", "api_doc/tagging/deepdanbooru", "api_doc/tagging/deepgelbooru", "api_doc/tagging/format", "api_doc/tagging/index", "api_doc/tagging/match", "api_doc/tagging/mldanbooru", "api_doc/tagging/order", "api_doc/tagging/overlap", "api_doc/tagging/wd14", "api_doc/upscale/cdc", "api_doc/upscale/index", "api_doc/utils/cache", "api_doc/utils/func", "api_doc/utils/index", "api_doc/utils/onnxruntime", "api_doc/validate/aicheck", "api_doc/validate/bangumi_char", "api_doc/validate/classify", "api_doc/validate/color", "api_doc/validate/completeness", "api_doc/validate/dbrating", "api_doc/validate/furry", "api_doc/validate/index", "api_doc/validate/monochrome", "api_doc/validate/nsfw", "api_doc/validate/portrait", "api_doc/validate/rating", "api_doc/validate/real", "api_doc/validate/safe", "api_doc/validate/style_age", "api_doc/validate/teen", "api_doc/validate/truncate", "index", "information/environment", "information/environment.result", "tutorials/installation/index", "tutorials/quick_start/index"], "filenames": ["api_doc/ascii/drawing.rst", "api_doc/ascii/index.rst", "api_doc/config/index.rst", "api_doc/config/meta.rst", "api_doc/data/background.rst", "api_doc/data/decode.rst", "api_doc/data/encode.rst", "api_doc/data/image.rst", "api_doc/data/index.rst", "api_doc/data/layer.rst", "api_doc/detect/booru_yolo.rst", "api_doc/detect/censor.rst", "api_doc/detect/eye.rst", "api_doc/detect/face.rst", "api_doc/detect/halfbody.rst", "api_doc/detect/hand.rst", "api_doc/detect/head.rst", "api_doc/detect/index.rst", "api_doc/detect/nudenet.rst", "api_doc/detect/person.rst", "api_doc/detect/similarity.rst", "api_doc/detect/text.rst", "api_doc/detect/visual.rst", "api_doc/edge/canny.rst", "api_doc/edge/index.rst", "api_doc/edge/lineart.rst", "api_doc/edge/lineart_anime.rst", "api_doc/generic/classify.rst", "api_doc/generic/clip.rst", "api_doc/generic/enhance.rst", "api_doc/generic/index.rst", "api_doc/generic/siglip.rst", "api_doc/generic/yolo.rst", "api_doc/metadata/geninfo.rst", "api_doc/metadata/index.rst", "api_doc/metadata/lsb.rst", "api_doc/metrics/aesthetic.rst", "api_doc/metrics/ccip.rst", "api_doc/metrics/dbaesthetic.rst", "api_doc/metrics/index.rst", "api_doc/metrics/laplacian.rst", "api_doc/metrics/lpips.rst", "api_doc/metrics/psnr_.rst", "api_doc/ocr/index.rst", "api_doc/operate/align.rst", "api_doc/operate/censor.rst", "api_doc/operate/imgcensor.rst", "api_doc/operate/index.rst", "api_doc/operate/squeeze.rst", "api_doc/pose/dwpose.rst", "api_doc/pose/format.rst", "api_doc/pose/index.rst", "api_doc/pose/visual.rst", "api_doc/preprocess/base.rst", "api_doc/preprocess/index.rst", "api_doc/preprocess/pillow.rst", "api_doc/preprocess/torchvision.rst", "api_doc/preprocess/transformers.rst", "api_doc/resource/background.rst", "api_doc/resource/index.rst", "api_doc/restore/adversarial.rst", "api_doc/restore/index.rst", "api_doc/restore/nafnet.rst", "api_doc/restore/scunet.rst", "api_doc/sd/index.rst", "api_doc/sd/metadata.rst", "api_doc/sd/model.rst", "api_doc/sd/nai.rst", "api_doc/segment/index.rst", "api_doc/segment/isnetis.rst", "api_doc/tagging/blacklist.rst", "api_doc/tagging/character.rst", "api_doc/tagging/deepdanbooru.rst", "api_doc/tagging/deepgelbooru.rst", "api_doc/tagging/format.rst", "api_doc/tagging/index.rst", "api_doc/tagging/match.rst", "api_doc/tagging/mldanbooru.rst", "api_doc/tagging/order.rst", "api_doc/tagging/overlap.rst", "api_doc/tagging/wd14.rst", "api_doc/upscale/cdc.rst", "api_doc/upscale/index.rst", "api_doc/utils/cache.rst", "api_doc/utils/func.rst", "api_doc/utils/index.rst", "api_doc/utils/onnxruntime.rst", "api_doc/validate/aicheck.rst", "api_doc/validate/bangumi_char.rst", "api_doc/validate/classify.rst", "api_doc/validate/color.rst", "api_doc/validate/completeness.rst", "api_doc/validate/dbrating.rst", "api_doc/validate/furry.rst", "api_doc/validate/index.rst", "api_doc/validate/monochrome.rst", "api_doc/validate/nsfw.rst", "api_doc/validate/portrait.rst", "api_doc/validate/rating.rst", "api_doc/validate/real.rst", "api_doc/validate/safe.rst", "api_doc/validate/style_age.rst", "api_doc/validate/teen.rst", "api_doc/validate/truncate.rst", "index.rst", "information/environment.ipynb", "information/environment.result.ipynb", "tutorials/installation/index.rst", "tutorials/quick_start/index.rst"], "titles": ["imgutils.ascii.drawing", "imgutils.ascii", "imgutils.config", "imgutils.config.meta", "imgutils.data.background", "imgutils.data.decode", "imgutils.data.encode", "imgutils.data.image", "imgutils.data", "imgutils.data.layer", "imgutils.detect.booru_yolo", "imgutils.detect.censor", "imgutils.detect.eye", "imgutils.detect.face", "imgutils.detect.halfbody", "imgutils.detect.hand", "imgutils.detect.head", "imgutils.detect", "imgutils.detect.nudenet", "imgutils.detect.person", "imgutils.detect.similarity", "imgutils.detect.text", "imgutils.detect.visual", "imgutils.edge.canny", "imgutils.edge", "imgutils.edge.lineart", "imgutils.edge.lineart_anime", "imgutils.generic.classify", "imgutils.generic.clip", "imgutils.generic.enhance", "imgutils.generic", "imgutils.generic.siglip", "imgutils.generic.yolo", "imgutils.metadata.geninfo", "imgutils.metadata", "imgutils.metadata.lsb", "imgutils.metrics.aesthetic", "imgutils.metrics.ccip", "imgutils.metrics.dbaesthetic", "imgutils.metrics", "imgutils.metrics.laplacian", "imgutils.metrics.lpips", "imgutils.metrics.psnr_", "imgutils.ocr", "imgutils.operate.align", "imgutils.operate.censor_", "imgutils.operate.imgcensor", "imgutils.operate", "imgutils.operate.squeeze", "imgutils.pose.dwpose", "imgutils.pose.format", "imgutils.pose", "imgutils.pose.visual", "imgutils.preprocess.base", "imgutils.preprocess", "imgutils.preprocess.pillow", "imgutils.preprocess.torchvision", "imgutils.preprocess.transformers", "imgutils.resource.background", "imgutils.resource", "imgutils.restore.adversarial", "imgutils.restore", "imgutils.restore.nafnet", "imgutils.restore.scunet", "imgutils.sd", "imgutils.sd.metadata", "imgutils.sd.model", "imgutils.sd.nai", "imgutils.segment", "imgutils.segment.isnetis", "imgutils.tagging.blacklist", "imgutils.tagging.character", "imgutils.tagging.deepdanbooru", "imgutils.tagging.deepgelbooru", "imgutils.tagging.format", "imgutils.tagging", "imgutils.tagging.match", "imgutils.tagging.mldanbooru", "imgutils.tagging.order", "imgutils.tagging.overlap", "imgutils.tagging.wd14", "imgutils.upscale.cdc", "imgutils.upscale", "imgutils.utils.cache", "imgutils.utils.func", "imgutils.utils", "imgutils.utils.onnxruntime", "imgutils.validate.aicheck", "imgutils.validate.bangumi_char", "imgutils.validate.classify", "imgutils.validate.color", "imgutils.validate.completeness", "imgutils.validate.dbrating", "imgutils.validate.furry", "imgutils.validate", "imgutils.validate.monochrome", "imgutils.validate.nsfw", "imgutils.validate.portrait", "imgutils.validate.rating", "imgutils.validate.real", "imgutils.validate.safe", "imgutils.validate.style_age", "imgutils.validate.teen", "imgutils.validate.truncate", "Welcome to imgutils\u2019s Documentation", "Run Environment Information", "Run Environment Information", "Installation", "Quick Start"], "terms": {"img": [0, 7, 27, 60, 65], "str": [0, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 23, 25, 26, 27, 28, 29, 31, 32, 33, 35, 36, 37, 38, 40, 41, 43, 44, 45, 46, 48, 49, 52, 55, 56, 57, 58, 62, 63, 65, 66, 67, 69, 70, 71, 72, 73, 74, 76, 77, 78, 79, 80, 81, 86, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102, 103], "pathlik": [0, 4, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 21, 22, 23, 25, 26, 27, 28, 29, 31, 32, 33, 35, 36, 37, 38, 40, 41, 43, 44, 45, 46, 48, 49, 52, 62, 63, 65, 67, 69, 72, 73, 77, 80, 81, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102], "byte": [0, 4, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 21, 22, 23, 25, 26, 27, 28, 29, 31, 32, 33, 35, 36, 37, 38, 40, 41, 43, 44, 45, 46, 48, 49, 50, 52, 62, 63, 65, 67, 69, 72, 73, 77, 80, 81, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102], "bytearrai": [0, 4, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 21, 22, 23, 25, 26, 27, 28, 29, 31, 32, 33, 35, 36, 37, 38, 40, 41, 43, 44, 45, 46, 48, 49, 50, 52, 62, 63, 65, 67, 69, 72, 73, 77, 80, 81, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102], "binaryio": [0, 4, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 21, 22, 23, 25, 26, 27, 28, 29, 31, 32, 33, 35, 36, 37, 38, 40, 41, 43, 44, 45, 46, 48, 49, 52, 62, 63, 65, 67, 69, 72, 73, 77, 80, 81, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102], "imag": [0, 4, 5, 6, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 31, 32, 33, 34, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 48, 49, 51, 52, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 67, 68, 69, 72, 73, 74, 75, 77, 80, 81, 82, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 107], "max_width": 0, "int": [0, 4, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 21, 22, 25, 26, 27, 28, 31, 32, 35, 37, 41, 43, 44, 45, 46, 48, 49, 50, 52, 57, 58, 60, 62, 63, 69, 77, 81, 100], "none": [0, 4, 7, 9, 11, 12, 13, 14, 15, 16, 19, 21, 22, 23, 25, 26, 27, 28, 29, 31, 32, 33, 35, 37, 45, 48, 49, 52, 55, 56, 57, 58, 65, 67, 70, 71, 86], "ellipsi": 0, "max_height": 0, "resampl": [0, 57], "2": [0, 7, 10, 20, 21, 36, 37, 38, 41, 43, 50, 57, 60, 65, 80, 87, 88, 89, 91, 92, 93, 95, 96, 97, 98, 99, 101, 102], "level": [0, 11, 12, 13, 14, 15, 16, 19, 31, 32, 36, 45, 58, 72, 92], "aspect": [0, 22, 32, 44], "float": [0, 6, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 27, 32, 37, 38, 40, 41, 42, 43, 45, 46, 48, 50, 52, 57, 58, 60, 67, 70, 71, 72, 73, 74, 77, 78, 79, 80, 84, 87, 88, 89, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102], "1": [0, 9, 10, 18, 19, 20, 36, 37, 38, 41, 43, 50, 57, 58, 60, 65, 66, 70, 71, 72, 73, 78, 80, 81, 84, 87, 88, 89, 91, 92, 93, 95, 96, 97, 98, 99, 101, 102, 105, 106], "8": [0, 10, 20, 35, 37, 41, 45, 50, 57, 60, 65, 87, 88, 89, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102, 105, 106, 107], "sourc": [0, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 23, 25, 26, 27, 28, 29, 31, 32, 33, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 48, 49, 50, 52, 53, 55, 56, 57, 58, 60, 62, 63, 65, 66, 67, 69, 70, 71, 72, 73, 74, 76, 77, 78, 79, 80, 81, 83, 84, 86, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102, 103], "gener": [0, 4, 10, 13, 19, 33, 34, 64, 65, 67, 73, 77, 80, 85, 92, 104], "art": [0, 65], "base": [0, 16, 19, 20, 27, 28, 31, 32, 37, 38, 40, 41, 44, 45, 46, 48, 50, 52, 54, 55, 57, 58, 67, 69, 72, 73, 77, 78, 79, 80, 88, 92, 96, 98, 104], "given": [0, 5, 6, 7, 9, 12, 13, 15, 16, 17, 18, 21, 23, 25, 26, 27, 28, 31, 35, 37, 40, 44, 46, 50, 53, 57, 65, 67, 70, 71, 76, 79, 80, 87, 89, 92, 95, 96, 98, 102], "paramet": [0, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 23, 25, 26, 27, 28, 29, 31, 32, 33, 34, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 48, 49, 50, 52, 55, 56, 57, 58, 60, 62, 63, 65, 66, 67, 69, 70, 71, 72, 73, 74, 76, 77, 78, 79, 80, 81, 83, 84, 86, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102, 103], "imagetyp": [0, 10, 11, 12, 13, 14, 15, 16, 19, 21, 22, 27, 29, 32, 33, 35, 37, 38, 40, 43, 45, 48, 49, 52, 62, 63, 65, 67, 73, 80, 81, 88, 91, 93, 96, 97, 99, 100, 101], "The": [0, 4, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 22, 27, 28, 29, 31, 32, 33, 34, 35, 37, 38, 40, 43, 44, 45, 46, 48, 49, 50, 52, 55, 56, 57, 58, 60, 61, 62, 63, 65, 66, 67, 69, 71, 72, 73, 74, 76, 77, 78, 80, 81, 83, 84, 86, 87, 88, 89, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102, 103, 107], "input": [0, 10, 11, 12, 13, 14, 16, 18, 19, 21, 22, 27, 28, 29, 31, 32, 33, 35, 37, 38, 40, 43, 44, 45, 46, 48, 49, 52, 55, 57, 60, 62, 63, 65, 67, 70, 71, 73, 74, 76, 78, 80, 81, 84, 88, 91, 93, 96, 97, 99, 101], "option": [0, 4, 10, 11, 12, 13, 14, 15, 16, 19, 20, 21, 22, 27, 28, 31, 32, 33, 37, 43, 45, 48, 49, 52, 57, 58, 60, 65, 66, 67, 70, 71, 78, 83], "maximum": [0, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 22, 32, 37, 43, 44, 45, 57, 60, 83, 100], "width": [0, 4, 9, 46, 57, 58, 77], "If": [0, 7, 9, 11, 12, 13, 14, 15, 16, 19, 20, 22, 27, 28, 31, 32, 33, 35, 37, 43, 45, 48, 50, 52, 55, 56, 57, 60, 62, 63, 65, 66, 67, 70, 71, 78, 80, 86, 87, 88, 89, 92, 95, 98, 102], "set": [0, 10, 22, 27, 28, 32, 37, 48, 50, 52, 57, 80, 86, 89, 92, 98, 102, 103], "automat": [0, 4, 28, 31, 37, 48, 86, 105, 106], "determin": [0, 7, 37, 96], "termin": 0, "size": [0, 4, 5, 6, 9, 21, 22, 23, 25, 26, 37, 44, 46, 48, 52, 55, 56, 57, 58, 60, 62, 63, 65, 69, 77, 81, 82, 100, 105, 106], "height": [0, 4, 9, 46, 57, 58, 77], "filter": [0, 32, 48, 57, 60, 70, 71, 92, 94, 98], "us": [0, 4, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 23, 25, 26, 27, 28, 29, 31, 32, 33, 34, 35, 36, 37, 38, 41, 43, 45, 46, 48, 49, 52, 53, 55, 57, 60, 61, 62, 63, 65, 66, 67, 70, 72, 73, 74, 77, 80, 81, 83, 84, 86, 87, 88, 89, 92, 94, 95, 96, 98, 102], "when": [0, 6, 9, 10, 21, 23, 25, 26, 27, 28, 35, 37, 41, 45, 46, 50, 53, 57, 62, 65, 67, 69, 77, 81, 83, 86, 87, 103], "resiz": [0, 21, 22, 32, 44, 52, 55, 56, 57, 65, 77], "charact": [0, 37, 43, 52, 68, 69, 72, 73, 74, 75, 80, 88, 104], "repres": [0, 6, 9, 10, 11, 12, 13, 20, 37, 41, 45, 48, 50, 67, 69, 78, 87, 96, 103], "differ": [0, 7, 12, 13, 14, 15, 16, 19, 20, 28, 33, 34, 35, 37, 41, 42, 49, 50, 56, 57, 88, 93, 97, 99, 101, 105, 106], "intens": 0, "proport": [0, 88], "correct": [0, 35], "output": [0, 22, 27, 28, 31, 38, 52, 65, 66, 73, 78, 80, 107], "which": [0, 4, 9, 20, 21, 23, 25, 26, 31, 33, 37, 41, 46, 55, 57, 58, 61, 65, 66, 67, 69, 70, 73, 77, 83, 84, 86, 87, 89, 94, 95, 96, 103, 104, 105, 106, 107], "should": [0, 3, 9, 22, 37, 41, 45, 46, 48, 57, 69, 80, 107], "approxim": 0, "ratio": [0, 22, 32, 43, 44, 46, 77], "your": [0, 48, 62, 103, 105, 106, 107], "thi": [0, 3, 4, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 24, 27, 28, 29, 31, 32, 33, 34, 35, 36, 37, 38, 40, 41, 43, 45, 46, 48, 49, 50, 52, 53, 55, 56, 57, 60, 62, 63, 64, 65, 66, 67, 68, 72, 75, 79, 80, 81, 83, 84, 86, 87, 88, 89, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102, 103, 105, 106], "valu": [0, 4, 7, 9, 11, 15, 16, 19, 20, 35, 37, 41, 45, 48, 50, 55, 56, 57, 66, 72, 77, 84, 87, 95, 103], "ensur": [0, 28, 32, 37, 44, 57, 62, 65, 83], "i": [0, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 31, 32, 33, 34, 35, 36, 37, 38, 40, 41, 43, 45, 46, 48, 49, 50, 52, 53, 55, 56, 57, 58, 60, 62, 63, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 77, 78, 80, 81, 83, 84, 86, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107], "close": [0, 46, 65], "possibl": [0, 21, 28, 37, 46], "origin": [0, 4, 5, 7, 18, 23, 25, 26, 35, 36, 42, 45, 46, 48, 52, 69, 72, 74, 77, 78, 96], "default": [0, 4, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 18, 20, 21, 23, 25, 26, 27, 28, 31, 32, 37, 38, 40, 41, 43, 45, 46, 48, 50, 52, 57, 58, 62, 63, 66, 69, 70, 71, 72, 74, 77, 80, 81, 86, 87, 88, 89, 91, 92, 93, 95, 96, 97, 98, 99, 101, 102], "return": [0, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 23, 25, 26, 27, 28, 29, 31, 32, 33, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 48, 49, 50, 52, 55, 56, 57, 58, 60, 62, 63, 65, 66, 67, 69, 70, 71, 72, 73, 74, 76, 77, 78, 79, 80, 81, 83, 84, 86, 87, 88, 89, 90, 91, 92, 93, 96, 97, 98, 99, 100, 101, 102, 103], "represent": [0, 20, 37, 55, 56, 65], "type": [0, 7, 9, 10, 11, 12, 13, 14, 15, 16, 19, 20, 21, 22, 27, 28, 29, 31, 32, 33, 35, 37, 38, 40, 43, 45, 46, 48, 49, 50, 52, 55, 56, 57, 58, 60, 62, 63, 65, 66, 67, 70, 71, 74, 76, 78, 79, 80, 81, 83, 84, 88, 91, 92, 93, 96, 97, 98, 99, 100, 101], "exampl": [0, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 22, 23, 24, 25, 26, 27, 32, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 48, 49, 55, 56, 57, 58, 60, 65, 69, 70, 71, 72, 73, 74, 77, 78, 79, 80, 81, 83, 84, 86, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 98, 99, 101, 102, 103], "here": [0, 10, 18, 24, 37, 41, 42, 65, 70, 72, 73, 77, 80, 81, 88, 90, 103, 105, 106], "an": [0, 4, 7, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 31, 32, 33, 35, 36, 37, 38, 40, 41, 43, 44, 45, 46, 48, 49, 50, 52, 55, 57, 60, 62, 63, 65, 67, 68, 69, 71, 72, 73, 75, 78, 80, 81, 84, 86, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102, 103], "jerri": 0, "from": [0, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 25, 26, 27, 31, 32, 33, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 48, 49, 50, 55, 56, 57, 58, 60, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 77, 78, 79, 80, 81, 83, 84, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102, 103, 105, 106, 107], "import": [0, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 19, 22, 32, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 48, 49, 55, 56, 57, 58, 60, 65, 69, 70, 71, 72, 73, 74, 77, 78, 79, 80, 81, 83, 84, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 98, 99, 101, 102, 103, 105, 106, 107], "print": [0, 10, 15, 16, 19, 20, 32, 65, 66, 105, 106, 107], "png": [0, 7, 9, 11, 22, 33, 35, 40, 45, 46, 48, 60, 65, 67, 69, 80, 81, 90, 103], "draw": [1, 22, 24, 25, 52, 96, 104], "ascii_draw": 1, "meta": [2, 104, 107], "__title__": [2, 107], "__version__": [2, 107], "__description__": [2, 107], "__author__": [2, 107], "__author_email__": 2, "overview": [3, 4, 5, 6, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 26, 29, 30, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 48, 49, 51, 57, 58, 59, 60, 61, 62, 63, 64, 65, 68, 69, 70, 71, 72, 73, 74, 75, 77, 80, 81, 82, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103], "inform": [3, 28, 31, 32, 33, 34, 35, 52, 65, 67, 79], "packag": 3, "titl": [3, 67], "project": [3, 18, 72, 80, 103], "version": [3, 10, 11, 12, 13, 14, 15, 16, 18, 19, 21, 32, 36, 45, 62, 63, 65, 66, 83, 89, 104, 107], "short": [3, 73, 77, 80], "descript": [3, 18, 27, 31, 67], "includ": [3, 7, 10, 11, 18, 19, 20, 22, 27, 28, 29, 31, 32, 33, 34, 49, 50, 56, 57, 64, 65, 66, 67, 73, 80, 84, 88, 96], "setup": 3, "py": [3, 69], "author": [3, 66], "email": 3, "step": [4, 46, 57, 65], "forecolor": [4, 23, 25, 26], "lightgrei": 4, "backcolor": [4, 23, 25, 26], "white": [4, 7, 23, 25, 26, 28, 57, 65, 69], "creat": [4, 27, 28, 31, 32, 33, 45, 55, 56, 57, 65, 67, 71, 87], "black": [4, 45, 65], "squar": [4, 57], "can": [4, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 22, 24, 28, 31, 33, 35, 37, 41, 45, 49, 50, 55, 57, 65, 66, 67, 73, 78, 80, 86, 88, 94, 95, 104, 107], "complement": 4, "transpar": [4, 7, 9, 23, 25, 26, 46, 48, 69, 81], "area": [4, 9, 10, 20, 21, 45, 46], "grid": 4, "pixel": [4, 22, 35, 45, 46, 48, 57, 60, 65, 69, 95], "mean": [4, 18, 20, 21, 23, 25, 26, 27, 37, 40, 41, 46, 50, 55, 56, 57, 86, 89, 107], "function": [4, 6, 7, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 27, 28, 31, 32, 33, 34, 35, 37, 40, 43, 45, 46, 48, 49, 52, 55, 56, 57, 60, 62, 64, 65, 66, 67, 79, 80, 81, 83, 84, 88, 92, 96, 98, 103], "suitabl": [4, 55, 57, 72, 96], "color": [4, 7, 9, 23, 25, 26, 45, 60, 65, 69, 94, 95, 104], "fore": [4, 23, 25, 26], "back": [4, 80], "A": [4, 7, 11, 12, 13, 14, 15, 16, 18, 19, 23, 25, 26, 27, 32, 35, 36, 37, 38, 43, 44, 45, 46, 48, 55, 57, 58, 65, 66, 67, 71, 74, 79, 83, 86, 87, 88, 89, 91, 92, 93, 95, 97, 98, 99, 100, 101, 102, 107], "rgba": [4, 7, 29, 35, 62, 63, 69, 81], "contain": [4, 9, 11, 12, 13, 14, 15, 16, 18, 19, 20, 22, 27, 28, 31, 32, 37, 38, 50, 52, 57, 62, 65, 66, 67, 73, 77, 80, 89, 92, 98, 100, 102], "add": [4, 33, 66, 67, 74], "rgb": [4, 5, 6, 7, 28, 29, 45, 57, 58, 65, 69, 81], "In": [4, 25, 37, 88, 89], "document": [4, 105, 106, 107], "accur": [4, 11, 19, 92, 98], "present": [4, 33, 67, 72], "state": [4, 31], "shown": [4, 68], "follow": [4, 27, 37, 50, 56, 57, 61, 66, 67, 73, 80, 87, 88, 89, 91, 92, 93, 95, 97, 98, 99, 101, 102, 107], "figur": 4, "order_": [5, 6], "chw": [5, 6], "numpi": [5, 9, 22, 28, 31, 35, 37, 48, 50, 80, 84], "pil": [5, 6, 7, 9, 15, 22, 28, 32, 41, 44, 45, 46, 48, 55, 57, 58, 60, 65, 73, 81, 90, 95], "both": [5, 11, 20, 28, 31, 43, 55, 66, 80], "np": [5, 6, 9, 27, 28, 31, 35, 37, 46, 48, 50, 80, 84], "uint8": [5, 6], "float32": [5, 6, 9, 23, 25, 26, 37], "ar": [5, 7, 9, 10, 11, 12, 13, 14, 15, 16, 19, 20, 21, 27, 28, 31, 32, 33, 37, 40, 41, 42, 43, 45, 50, 53, 56, 57, 58, 61, 65, 66, 67, 70, 71, 72, 73, 77, 78, 80, 81, 87, 88, 89, 90, 91, 92, 93, 95, 97, 98, 99, 100, 101, 102, 103], "support": [5, 7, 12, 13, 14, 16, 19, 27, 31, 32, 33, 46, 52, 55, 56, 57, 62, 63, 65, 66, 67, 80, 81], "order": [5, 6, 57, 74, 75, 104], "object": [5, 7, 9, 10, 16, 20, 22, 32, 33, 35, 41, 45, 49, 52, 53, 56, 57, 58, 65, 67, 72, 73, 86, 89, 90, 92, 95, 98, 102], "rgb_encod": [5, 8], "open": [5, 6, 7, 9, 10, 15, 27, 32, 44, 45, 46, 48, 60, 65, 66, 81, 86], "custom_imag": [5, 6], "jpg": [5, 6, 7, 10, 12, 13, 14, 15, 16, 19, 22, 27, 32, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 49, 58, 69, 72, 73, 77, 80, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 98, 99, 101, 102, 103], "data_cwh": 5, "cwh": 5, "data_int": 5, "use_float": [5, 6], "fals": [5, 6, 7, 22, 25, 32, 37, 43, 45, 57, 62, 63, 65, 66, 67, 70, 71, 72, 73, 74, 76, 77, 80, 81, 87, 90, 95, 103], "mode": [5, 6, 7, 20, 32, 35, 56, 58, 65, 78, 81, 86], "1606x1870": [5, 6], "0x7fb9b89bbdc0": 5, "0x7fb9b89bbe50": 5, "0x7fb9b89bbdf0": 5, "invers": 5, "oper": [5, 28, 31, 36, 37, 38, 40, 41, 57, 66, 104], "encod": [5, 8, 27, 28, 31, 35, 67, 104], "bool": [6, 7, 22, 25, 32, 37, 43, 45, 48, 49, 52, 57, 62, 63, 66, 67, 70, 71, 72, 73, 74, 76, 77, 80, 81, 87, 95, 103], "true": [6, 7, 22, 32, 37, 45, 46, 49, 52, 55, 56, 57, 62, 63, 66, 67, 70, 71, 74, 76, 80, 87, 90, 95, 103], "ndarrai": [6, 9, 27, 28, 31, 35, 37, 41, 46, 48, 50, 80, 84], "channel": [6, 7, 29, 57, 62, 63, 81], "jpegimageplugin": [6, 58], "jpegimagefil": [6, 58], "0x7f9ec37389d0": 6, "shape": [6, 37, 41, 48, 69, 80], "dtype": [6, 37], "3": [6, 9, 10, 11, 12, 13, 19, 20, 37, 38, 41, 43, 45, 50, 52, 57, 60, 65, 73, 80, 87, 88, 89, 91, 92, 93, 95, 96, 97, 98, 99, 101, 102, 105, 106, 107], "1870": 6, "1606": 6, "whc": 6, "": [6, 10, 11, 12, 13, 14, 15, 16, 19, 20, 21, 27, 32, 33, 35, 43, 45, 55, 57, 65, 80, 83, 91], "result": [6, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 27, 28, 31, 32, 35, 38, 41, 43, 45, 46, 48, 49, 69, 72, 73, 80, 84, 91, 92, 98], "same": [6, 37, 42, 80, 83], "torchvis": [6, 54, 104], "transform": [6, 7, 53, 54, 55, 56, 74, 104], "to_tensor": [6, 55, 56], "modul": [7, 10, 15, 16, 18, 19, 20, 21, 22, 27, 28, 31, 32, 33, 34, 35, 55, 56, 64, 66, 67, 68, 80, 83, 84, 92, 98, 104], "provid": [7, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 27, 28, 29, 31, 32, 33, 34, 35, 37, 45, 48, 50, 52, 55, 56, 57, 64, 65, 66, 67, 77, 78, 80, 83, 84, 86, 92, 98], "util": [7, 18, 19, 27, 30, 32, 41, 44, 48, 51, 55, 56, 61, 64, 66, 72, 73, 77, 80, 104], "process": [7, 8, 11, 12, 14, 15, 20, 29, 32, 34, 35, 37, 55, 57, 60, 62, 63, 64, 71, 80, 107], "manipul": [7, 64], "python": [7, 35, 60, 83, 105, 106, 107], "librari": [7, 32, 55, 57, 60, 107], "It": [7, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 27, 28, 31, 32, 33, 34, 45, 46, 48, 52, 55, 56, 64, 66, 67, 80, 83, 84, 96, 107], "load": [7, 11, 12, 15, 16, 27, 28, 31, 32, 33, 35, 65, 80, 86], "variou": [7, 12, 13, 15, 19, 20, 22, 27, 29, 31, 32, 34, 57, 65, 67, 84, 107], "handl": [7, 27, 28, 31, 32, 34, 35, 53, 56, 57, 64, 67], "multipl": [7, 9, 14, 28, 31, 35, 37, 41, 65], "ad": [7, 10, 57, 66, 67, 74], "background": [7, 8, 23, 25, 26, 28, 59, 65, 69, 104], "check": [7, 35, 40, 66, 70, 71, 76, 87, 90, 100, 103, 107], "alpha": [7, 29, 62, 63], "design": [7, 20, 27, 31, 33, 34], "simplifi": [7, 88], "common": [7, 56], "relat": [7, 10, 12, 15, 64, 71, 84], "task": [7, 19, 20, 31, 34, 45, 55], "applic": [7, 55, 72, 77, 96], "kei": [7, 16, 20, 28, 57, 66, 73, 80], "featur": [7, 11, 16, 28, 30, 31, 37, 41, 67, 69, 72, 73, 74, 80, 88], "file": [7, 9, 10, 11, 14, 16, 22, 33, 35, 41, 58, 64, 65, 66, 67, 86, 95, 103, 104], "path": [7, 9, 10, 11, 14, 16, 22, 28, 32, 35, 58, 65, 66, 67, 73, 90, 95, 103], "binari": [7, 84], "like": [7, 10, 17, 22, 56, 57, 77, 83, 107], "onc": 7, "particularli": [7, 20, 27, 33, 34, 67, 83], "requir": [7, 9, 18, 19, 37, 46, 66, 67, 92, 98, 107], "preprocess": [7, 18, 27, 28, 32, 37, 62, 104], "befor": [7, 35, 37, 66, 80], "further": 7, "analysi": [7, 38], "force_background": [7, 57], "appli": [7, 13, 16, 18, 29, 37, 45, 46, 48, 55, 57, 60, 80, 84], "necessari": [7, 37, 72, 77], "convert": [7, 28, 33, 35, 37, 50, 55, 56, 57, 67, 80, 96], "specifi": [7, 20, 21, 22, 27, 28, 31, 32, 37, 45, 46, 48, 57, 65, 66, 67, 71, 73, 78, 80, 83], "ha": [7, 21, 43, 56, 81, 96, 105, 106], "4": [7, 10, 13, 15, 16, 20, 35, 36, 37, 38, 41, 45, 50, 60, 62, 63, 65, 73, 80, 87, 88, 89, 91, 92, 93, 95, 96, 97, 98, 99, 101, 102, 105, 106], "format": [7, 9, 23, 25, 26, 27, 28, 31, 32, 33, 34, 35, 38, 45, 48, 49, 51, 55, 57, 65, 66, 67, 73, 75, 80, 96, 104], "avoid": [7, 72], "anomali": 7, "dure": [7, 27, 35, 74, 95, 103], "subsequ": [7, 28, 45], "convers": [7, 32, 56, 57], "union": [7, 11, 12, 13, 14, 15, 16, 19, 20, 28, 31, 35, 37, 45, 50, 55, 57, 65, 67, 70, 71, 78], "retain": 7, "rais": [7, 11, 12, 14, 15, 16, 19, 20, 27, 31, 32, 35, 45, 48, 50, 53, 55, 56, 57, 60, 65, 66, 67, 70, 71, 78], "typeerror": [7, 50, 55, 56, 57, 70, 71, 78], "isinst": 7, "list": [7, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 27, 28, 31, 32, 37, 41, 43, 45, 46, 49, 52, 55, 56, 57, 58, 70, 71, 78, 79, 80, 87, 89, 92, 98, 102], "tupl": [7, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 27, 28, 31, 32, 37, 38, 41, 43, 45, 46, 49, 57, 80, 88, 89, 91, 92, 93, 96, 97, 98, 99, 100, 101, 102], "take": [7, 52, 57], "singl": [7, 14, 31, 35, 37, 56, 57, 74, 80, 84], "call": [7, 24, 65], "each": [7, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 22, 27, 32, 37, 41, 48, 55, 64, 74, 76, 80, 81, 96], "item": [7, 9, 16], "multiimagestyp": [7, 28, 31, 37, 46], "img_path": 7, "image1": 7, "image2": 7, "loaded_imag": 7, "len": [7, 58], "all": [7, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 24, 27, 28, 31, 32, 36, 37, 38, 40, 41, 43, 49, 50, 60, 62, 63, 66, 68, 69, 73, 75, 80, 87, 88, 89, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102], "pillow": [7, 54, 104], "boolean": [7, 37], "otherwis": [7, 33, 37, 57, 62, 63, 67, 70, 71, 76, 81, 86], "tool": [8, 14, 22, 27, 29, 36, 37, 38, 39, 45, 60, 68, 74, 94, 96], "basic": [8, 55, 59, 71], "grid_background": 8, "grid_transpar": 8, "decod": [8, 35, 104], "rgb_decod": 8, "load_imag": [8, 22, 49, 65], "has_alpha_channel": 8, "layer": [8, 84, 104], "istack": 8, "mai": [9, 12, 15, 37, 61, 65, 72, 77, 83, 103, 105, 106], "block": [9, 27, 31, 32], "togeth": 9, "new": [9, 21, 27, 50, 62, 63, 65, 66, 71], "similar": [9, 10, 17, 28, 31, 37, 41, 57, 77, 80, 104], "techniqu": [9, 29, 35], "p": [9, 72, 73, 77, 80], "need": [9, 14, 32, 43, 46, 83, 87, 89, 92, 95, 98, 102], "stack": [9, 80], "addition": 9, "second": [9, 20, 37, 42, 76], "element": [9, 80], "rang": [9, 37, 41, 46], "left": [9, 45, 46, 50, 84], "0": [9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 27, 28, 32, 36, 37, 38, 41, 43, 45, 46, 48, 50, 52, 55, 56, 57, 60, 65, 66, 70, 71, 72, 73, 74, 77, 78, 79, 80, 84, 87, 88, 89, 91, 92, 93, 95, 96, 97, 98, 99, 101, 102, 105, 106, 107], "right": [9, 45, 50, 84], "two": [9, 20, 37, 42, 60, 76, 95], "dimension": [9, 80], "arrai": [9, 22, 28, 35, 37, 41, 48, 50, 80, 84], "h": [9, 23, 25, 26, 48, 69], "w": [9, 23, 25, 26, 48, 69, 80], "posit": [9, 37, 45, 46, 88], "target": [9, 17, 23, 25, 26, 28, 46, 57], "By": [9, 43], "first": [9, 10, 14, 20, 32, 37, 42, 76], "howev": [9, 37], "solid": [9, 45], "pure": [9, 69], "lime": [9, 69], "nian": 9, "save": [9, 22, 33, 60, 65, 66, 67, 69], "nian_lim": 9, "yellow": [9, 65], "5": [9, 10, 14, 19, 20, 37, 38, 41, 43, 46, 48, 50, 55, 56, 57, 58, 65, 72, 84, 87, 88, 89, 91, 92, 93, 95, 96, 97, 98, 99, 101, 102], "9": [9, 10, 20, 37, 41, 50, 57, 65, 78, 87, 88, 89, 91, 92, 95, 96, 97, 98, 99, 101, 102], "nian_tran": 9, "custom": [9, 11, 12, 13, 14, 15, 16, 19, 27, 31, 32, 35, 38, 45, 46, 48, 56, 57, 65, 66, 70], "mask": [9, 23, 25, 26, 46, 48, 69], "hs1": 9, "ab": 9, "linspac": 9, "ws1": 9, "nian_mask": 9, "hxw": [9, 23, 25, 26, 48], "booru": 10, "yolo": [10, 16, 18, 30, 104], "aperveyev": 10, "host": [10, 13, 18, 21, 28, 37, 43, 58, 73, 81, 87, 88, 89, 91, 92, 93, 95, 97, 98, 99, 101, 102, 107], "deepgh": [10, 11, 12, 13, 14, 15, 16, 18, 21, 37, 41, 43, 58, 73, 77, 81, 87, 88, 89, 91, 92, 93, 95, 97, 98, 99, 101, 102, 107], "overal": [10, 11, 12, 13, 14, 15, 16, 18, 19, 21, 24, 36, 37, 38, 40, 41, 43, 49, 60, 62, 63, 68, 75, 87, 88, 89, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102], "benchmark": [10, 11, 12, 13, 14, 15, 16, 18, 19, 21, 24, 36, 37, 38, 40, 41, 43, 49, 60, 62, 63, 68, 75, 81, 87, 88, 89, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102], "explan": 10, "No": [10, 65, 105, 106], "head": [10, 17, 22, 49, 71, 88, 97, 104], "anim": [10, 11, 12, 13, 14, 15, 16, 17, 19, 24, 26, 36, 37, 38, 40, 49, 51, 52, 58, 65, 68, 69, 71, 72, 75, 81, 88, 89, 92, 93, 97, 98, 99, 101, 102, 107], "pretti": 10, "girl": [10, 43, 71], "onli": [10, 11, 12, 13, 14, 15, 16, 19, 22, 37, 66, 71, 72, 77, 80, 95], "bust": 10, "torso": 10, "part": [10, 48, 49, 50], "collarbon": 10, "center": [10, 46, 56, 57], "pair": [10, 20, 31], "cover": [10, 18, 46, 65, 71], "breast": [10, 18, 71, 72, 73, 77, 79, 80], "boob": 10, "bra": 10, "nippl": [10, 11, 45, 65], "mostli": [10, 14], "visibl": [10, 22], "nsfw": [10, 45, 94, 104], "shld": 10, "shoulder": [10, 50], "mayb": 10, "one": [10, 31, 35, 41, 43, 57, 71, 80], "view": [10, 43], "profil": 10, "exactli": 10, "rear": 10, "exclud": 10, "sideb": 10, "uncov": 10, "other": [10, 37, 43, 57, 76, 79, 88], "visual": [10, 11, 12, 13, 14, 16, 17, 19, 37, 39, 49, 51, 80, 104], "mark": 10, "belli": [10, 18], "button": [10, 27, 73], "hip": [10, 50], "half": [10, 14, 71], "stock": 10, "line": [10, 24, 25, 52], "knee": [10, 50], "below": [10, 52, 68, 107], "6": [10, 20, 22, 37, 41, 50, 57, 60, 70, 71, 87, 88, 89, 91, 92, 93, 95, 96, 97, 98, 99, 101, 102, 105, 106], "nopan": 10, "panti": [10, 74], "cloth": 10, "bikini": 10, "regardless": 10, "censor": [10, 17, 45, 46, 92, 98, 104], "evid": 10, "7": [10, 11, 13, 14, 15, 16, 32, 37, 41, 43, 45, 48, 50, 57, 65, 70, 71, 77, 87, 88, 89, 91, 92, 93, 95, 96, 97, 98, 99, 101, 102], "butt": 10, "buttock": [10, 18], "least": [10, 34, 35, 67], "partial": 10, "behind": 10, "more": [10, 11, 30, 31, 43, 50, 55, 65, 83, 86], "less": [10, 11, 13, 19, 87], "stand": [10, 65, 72, 73, 77, 80], "sit": [10, 71], "ass": 10, "split": [10, 77], "leg": [10, 65], "wide": [10, 65], "90": 10, "degre": [10, 46], "typic": [10, 11, 28, 57], "abov": [10, 11, 12, 13, 14, 15, 16, 19, 48, 89, 92, 98, 102], "10": [10, 21, 27, 37, 41, 46, 50, 57, 60, 87, 88, 89, 92, 95, 96, 98, 99], "sprd": 10, "strongli": [10, 81], "11": [10, 37, 50, 87, 88, 89, 92, 95, 96, 98, 99], "vsplt": 10, "pose": [10, 37, 104], "12": [10, 22, 37, 45, 50, 57, 87, 88, 89, 92, 95, 96, 98, 99, 107], "vsprd": 10, "vsplit": 10, "13": [10, 37, 50, 88, 89, 92, 96, 99, 101], "full": [10, 65], "almost": 10, "side": [10, 44, 71, 103], "usual": [10, 41], "ly": 10, "14": [10, 50, 57, 88, 89, 92, 96, 99], "wing": [10, 71], "dragon": 10, "poni": 10, "15": [10, 40, 42, 50, 57, 88, 89, 92, 96, 99, 105, 106], "feral": 10, "four": [10, 11, 88], "non": [10, 11, 12, 13, 14, 15, 16, 18, 19, 32, 45, 93], "human": [10, 11, 12, 13, 14, 15, 16, 19, 49, 51, 87], "16": [10, 50, 57, 60, 62, 63, 88, 92, 96, 99], "hdrago": 10, "style": [10, 14, 19, 46, 101, 107], "17": [10, 50, 57, 96, 101], "hponi": 10, "18": [10, 18, 50, 57, 92, 96, 98, 105, 106], "hfox": 10, "cartoon": 10, "fox": 10, "dog": 10, "zootopia": 10, "nick": 10, "wild": 10, "19": [10, 50, 96], "hrabb": 10, "rabbit": 10, "judi": 10, "hopp": 10, "bunnygirl": 10, "20": [10, 27, 50, 57, 65, 96], "hcat": 10, "cat": [10, 71, 78], "catgirl": 10, "sharp": 10, "muzzl": 10, "compar": [10, 20, 31], "21": [10, 14, 50, 57, 101], "hbear": 10, "bear": 10, "22": [10, 50, 57], "jacko": 10, "memet": 10, "jack": 10, "o": [10, 65, 67, 77, 80, 92, 95, 105, 106], "contest": 10, "toward": [10, 50], "viewer": [10, 65], "23": [10, 50, 57], "jackx": 10, "sometim": 10, "24": [10, 37, 41, 50, 57, 60], "hhors": 10, "hors": 10, "implement": [10, 28, 31, 42, 83], "aa09": 10, "25": [10, 13, 18, 32, 42, 57, 101], "hbird": 10, "bird": 10, "name": [10, 11, 12, 13, 14, 15, 16, 19, 21, 27, 28, 31, 32, 37, 38, 43, 45, 50, 55, 56, 57, 72, 77, 80, 81, 87, 88, 91, 93, 96, 97, 99, 100, 101], "releas": 10, "time": [10, 67, 81], "yolov8s_pp09": 10, "2023": 10, "focus": 10, "content": [10, 25, 43, 68], "special": 10, "class": [10, 12, 15, 16, 27, 28, 29, 31, 32, 35, 45, 46, 50, 53, 55, 57, 58, 64, 65, 67, 71, 88, 89, 92, 93, 97, 98, 99, 101, 102], "advanc": [10, 107], "capabl": [10, 28, 35, 43], "specif": [10, 11, 16, 27, 28, 31, 33, 35, 45, 50, 53, 55, 57, 67, 68, 88, 92, 98], "scenario": [10, 72, 77, 83], "yolov8s_pp12": 10, "2024": 10, "final": 10, "patch": 10, "continu": 10, "focu": [10, 65], "enhanc": [10, 30, 104], "improv": [10, 21, 80], "previou": 10, "yolov8m_pp13": 10, "offer": [10, 13, 14, 15, 20, 55, 67, 95], "yolov8n_as01": 10, "spinoff": 10, "26": [10, 57], "train": [10, 11, 12, 13, 14, 15, 16, 19, 37, 38, 72, 73, 74, 77, 81, 92, 98], "80": 10, "epoch": 10, "sfw": 10, "subset": 10, "wa": 10, "eventu": 10, "abandon": 10, "due": [10, 36, 37, 72, 77, 83, 88, 103], "ineffect": 10, "yolov8m_as02": 10, "start": [10, 35, 46, 65, 104], "30": [10, 19, 46], "public": [10, 28], "friendli": [10, 107], "reduc": [10, 37, 48, 80], "yolov8m_as03": 10, "as02": 10, "60": 10, "aim": 10, "bottleneck": 10, "reproduc": 10, "yolov8s_aa06": 10, "initi": [10, 27, 28, 32, 35, 45, 58, 71], "current": [10, 56, 62, 65, 92, 98, 105, 106, 107], "reincarn": 10, "compon": [10, 20, 27, 28, 31, 32, 83], "some": [10, 27, 30, 37, 41, 42, 46, 59, 70, 72, 73, 77, 80, 81, 83, 90, 103, 105, 106], "yolov8s_aa09": 10, "updat": [10, 27, 28, 31, 32, 66], "dataset": [10, 11, 12, 13, 14, 15, 16, 19, 38, 41, 80, 94], "closeup": 10, "adjust": [10, 32, 41, 71], "larg": [10, 25, 28, 37, 80], "hat": [10, 71], "aa06": 10, "yolov8s_aa10": 10, "major": 10, "fix": 10, "issu": [10, 16, 62], "wear": 10, "yolov8s_aa11": 10, "latest": [10, 32, 72, 77], "mainstream": 10, "aa10": 10, "outstand": 10, "map": [10, 27, 43, 49, 70, 71, 74, 78, 79, 84, 96, 100], "score": [10, 11, 12, 13, 14, 15, 16, 18, 20, 21, 22, 27, 28, 31, 36, 38, 40, 41, 43, 49, 50, 52, 74, 78, 87, 88, 89, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102], "though": 10, "note": [10, 14, 37, 46, 65, 88, 92, 95, 98, 105, 106], "complet": [10, 32, 46, 88, 94, 104], "fair": 10, "bias": 10, "model_nam": [10, 11, 12, 13, 14, 15, 16, 19, 27, 28, 31, 32, 38, 45, 80, 87, 88, 89, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102], "conf_threshold": [10, 11, 12, 13, 14, 15, 16, 19, 32, 45], "iou_threshold": [10, 11, 12, 13, 14, 15, 16, 18, 19, 32, 45], "kwarg": [10, 11, 12, 13, 14, 15, 16, 19, 27, 28, 31, 32, 33, 45, 46, 65, 67], "perform": [10, 14, 18, 19, 21, 28, 31, 32, 37, 43, 45, 46, 49, 57, 72, 83, 95, 96, 105, 106], "confid": [10, 11, 12, 13, 14, 15, 16, 18, 19, 21, 22, 32, 38, 43, 45, 50, 52, 73, 80], "threshold": [10, 11, 12, 13, 14, 15, 16, 18, 19, 21, 23, 32, 37, 40, 41, 43, 45, 48, 52, 72, 73, 77, 80, 87, 95], "iou": [10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 32, 45], "suppress": [10, 11, 12, 13, 14, 15, 16, 18, 19, 22, 32, 45, 81], "bounding_box": 10, "x1": [10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 22, 32, 45, 46], "y1": [10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 22, 32, 45, 46], "x2": [10, 18, 20], "y2": [10, 18, 20], "box": [10, 11, 12, 13, 14, 15, 16, 18, 20, 21, 22, 43, 49], "f": [10, 15, 20, 37, 41, 65, 84], "2f": 10, "point": [11, 15, 37, 50, 57], "femal": [11, 18, 45, 71], "genit": 11, "male": [11, 18, 71], "anime_censor_detect": 11, "yolov8": [11, 12, 13, 14, 15, 16, 19], "model": [11, 12, 13, 14, 15, 16, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 31, 32, 36, 37, 38, 41, 43, 45, 49, 50, 52, 57, 60, 61, 62, 63, 64, 65, 68, 72, 73, 74, 75, 77, 80, 81, 84, 86, 87, 88, 89, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102, 104, 107], "v1": [11, 12, 13, 14, 15, 19, 45, 65, 80], "pre": [11, 13, 16, 28, 31, 38], "identifi": [11, 27, 35, 62], "locat": 11, "anatom": 11, "analyz": [11, 18, 38], "url": [11, 14, 16, 28, 35, 65], "data": [11, 14, 16, 33, 35, 37, 49, 56, 64, 65, 72, 74, 92, 98, 104, 105, 106, 107], "either": [11, 12, 13, 14, 15, 31, 37, 57, 80, 84], "standard": [11, 13, 14, 15, 33, 57, 83], "n": [11, 12, 13, 14, 15, 16, 19, 35, 37, 45, 57, 65], "nano": [11, 13, 14, 15, 45], "faster": [11, 12, 13, 14, 15, 16, 45], "while": [11, 13, 14, 15, 22, 32, 44, 46, 60, 83], "slower": [11, 19], "construct": [11, 12, 14, 15, 45, 80], "intersect": [11, 12, 13, 14, 15, 16, 19, 20, 45], "over": [11, 12, 13, 14, 15, 16, 19, 20, 21, 45, 71], "merg": [11, 12, 13, 14, 15, 37], "integ": [11, 35, 41, 50, 57], "x0": [11, 12, 13, 14, 15, 16, 19, 22, 32, 45, 46], "y0": [11, 12, 13, 14, 15, 16, 19, 22, 32, 45, 46], "bound": [11, 12, 13, 14, 15, 16, 18, 20, 21, 22, 49], "string": [11, 13, 14, 18, 35, 50, 65, 66, 74, 86, 103], "indic": [11, 37, 50, 53, 72, 77, 80], "nipple_f": [11, 45], "peni": [11, 45], "pussi": [11, 45, 65], "valueerror": [11, 14, 16, 19, 20, 27, 31, 35, 48, 57, 67, 78], "invalid": [11, 14, 16, 19, 27, 31, 33, 57], "runtimeerror": [11, 27, 31], "fail": 11, "detection_visu": [11, 12, 13, 14, 16, 17, 19], "nude_girl": [11, 45], "365": 11, "264": 11, "399": 11, "289": [11, 12], "7473511695861816": 11, "224": [11, 55, 56, 57], "260": 11, "252": 11, "285": 11, "6830288171768188": 11, "206": 11, "523": [11, 45, 46], "240": 11, "608": 11, "6799028515815735": 11, "matplotlib": [11, 12, 13, 14, 22, 49], "pyplot": [11, 12, 13, 14, 49], "plt": [11, 12, 13, 14, 49], "imshow": [11, 12, 13, 14, 49], "show": [11, 12, 13, 14, 49], "anime_eye_detect": 12, "allow": [12, 13, 15, 16, 19, 28, 32, 35, 53, 55, 57, 83], "trade": [12, 14], "off": [12, 14], "between": [12, 13, 19, 20, 27, 28, 31, 37, 41, 42, 46, 56, 62, 63, 71, 77, 81, 84], "speed": [12, 13, 14, 15, 16, 19, 23, 81], "accuraci": [12, 13, 14, 15, 16, 19, 43, 87, 89, 92, 95, 98, 102], "higher": [12, 13, 14, 15, 16, 18, 21, 95], "consid": [12, 15, 20, 37, 43, 46, 48, 58, 71, 92, 98], "overlap": [12, 14, 15, 16, 20, 62, 63, 72, 73, 75, 77, 80, 81, 104], "coordin": [12, 13, 14, 15, 16, 22, 32, 46, 50, 60], "alwai": [12, 14, 15, 16, 43], "except": [12, 15, 35, 53, 57, 65], "predict": [12, 16, 19, 27, 28, 31, 32, 73, 80, 87, 89, 91, 92, 95, 96, 98, 100, 102], "yolo_predict": [12, 19, 30], "squat": [12, 14, 49], "297": 12, "239": [12, 43], "341": 12, "271": 12, "7760562896728516": 12, "230": 12, "263": 12, "308": 12, "7682342529296875": 12, "createml": 13, "huggingfac": [13, 15, 37, 43, 57, 60, 69, 87, 88, 89, 91, 92, 93, 95, 97, 98, 99, 101, 102], "anime_face_detect": 13, "user": [13, 19, 27, 28, 31, 32, 35, 58, 67, 107], "balanc": [13, 15, 19, 65], "system": [13, 14, 23, 53, 57, 92, 98], "overhead": [13, 14, 23, 83], "avail": [13, 19, 22, 27, 28, 35, 37, 43, 46, 53, 57, 65, 78, 86, 87, 89, 92, 98, 102], "v0": [13, 19, 62, 63], "overrid": [13, 19], "auto": [13, 19, 49, 67, 86], "mostima_post": [13, 16], "29": [13, 16, 57], "441": [13, 16], "204": [13, 16], "584": [13, 16], "7874319553375244": [13, 16], "346": [13, 16], "59": [13, 16], "529": [13, 16], "275": [13, 16], "7510495185852051": [13, 16], "606": [13, 16], "51": [13, 16, 57], "895": [13, 16], "336": [13, 16], "6986488103866577": [13, 16], "upper": [14, 45], "bodi": [14, 19, 49, 50, 52, 65], "anime_halfbody_detect": 14, "pleas": [14, 21, 36, 37, 43, 62, 64, 66, 81, 88, 92, 95, 98, 105, 106], "primari": [14, 88, 91, 93, 97, 99, 101], "purpos": 14, "crop": [14, 48, 55, 56, 57, 65], "illustr": [14, 65, 89, 91], "therefor": [14, 37, 105, 106], "consist": [14, 37], "person": [14, 17, 20, 22, 32, 49, 97, 104], "peopl": [14, 78], "guarante": [14, 43], "you": [14, 16, 17, 19, 24, 43, 46, 62, 63, 80, 81, 83, 86, 87, 88, 89, 92, 95, 98, 102, 107], "inde": 14, "recommend": [14, 21, 37, 40, 41, 80, 81, 92, 98], "approach": 14, "detect_person": [14, 17, 22, 49], "individu": [14, 20, 35, 55, 64], "obtain": [14, 24, 36, 37], "local": [14, 58, 105, 106], "flexibl": [14, 55, 56], "lower": [14, 40, 41, 43, 45], "127": 14, "629": 14, "637": 14, "9040350914001465": 14, "anime_hand_detect": 15, "main": [15, 18, 19, 22, 27, 28, 31, 32, 37, 57, 65, 67, 69, 72, 83, 107], "choos": [15, 19, 43], "35": [15, 57, 65, 72, 80], "configur": [15, 27, 37, 55, 56, 57, 104], "suit": 15, "case": [15, 21, 37, 40], "defin": [15, 19, 37, 65, 84], "being": 15, "label": [15, 16, 18, 20, 21, 22, 27, 28, 31, 32, 37, 38, 43, 74, 96, 100], "infer": [15, 18, 21, 28, 31, 32, 49, 62, 63, 86, 95], "anime_imag": 15, "bbox": 15, "conf": 15, "customiz": [16, 22], "integr": [16, 28, 72, 107], "hug": [16, 27, 28, 31, 32, 37, 57, 80], "face": [16, 17, 18, 27, 28, 31, 32, 37, 50, 52, 57, 65, 71, 80, 88, 104], "repositori": [16, 27, 28, 31, 32, 37], "anime_head_detect": 16, "contribut": 16, "our": 16, "develop": [16, 81, 107], "yolo11": 16, "architectur": 16, "usag": [16, 27, 28, 64, 65, 66, 72, 83, 84, 103], "head_detect_v2": 16, "0_": 16, "actual": [16, 19, 43], "equal": [16, 46], "deprec": [16, 21, 36], "remov": [16, 21, 27, 32, 36, 43, 60, 69, 71, 73, 74, 79, 80], "futur": [16, 21], "help": [16, 37, 48, 60], "For": [16, 17, 19, 20, 28, 37, 43, 50, 64, 80, 86], "instead": [16, 21, 74], "detect_head": [17, 22], "booru_yolo": [17, 104], "detect_with_booru_yolo": 17, "detect_censor": [17, 45, 92, 98], "ey": [17, 46, 50, 65, 71, 104], "detect_ey": 17, "detect_fac": 17, "halfbodi": [17, 88, 97, 104], "detect_halfbodi": 17, "hand": [17, 50, 52, 65, 71, 104], "detect_hand": 17, "nudenet": [17, 104], "detect_with_nudenet": 17, "calculate_i": 17, "bboxes_similar": 17, "detection_similar": 17, "text": [17, 22, 28, 31, 43, 65, 74, 76, 104], "detect_text": 17, "nuditi": 18, "run": [18, 23, 27, 28, 32, 81, 86, 103, 104], "nm": 18, "postprocess": 18, "onnx": [18, 27, 28, 31, 32, 73, 86, 96], "nudenet_onnx": 18, "effici": [18, 21, 28, 66, 84], "notai": 18, "tech": 18, "detail": [18, 60, 64, 65, 86, 88], "respect": 18, "female_genitalia_cov": 18, "genitalia": 18, "face_femal": 18, "buttocks_expos": 18, "expos": 18, "female_breast_expos": 18, "female_genitalia_expos": 18, "male_breast_expos": 18, "anus_expos": 18, "anu": 18, "feet_expos": 18, "feet": [18, 50, 52], "belly_cov": 18, "feet_cov": 18, "armpits_cov": 18, "armpit": 18, "armpits_expos": 18, "face_mal": 18, "belly_expos": 18, "male_genitalia_expos": 18, "anus_cov": 18, "female_breast_cov": 18, "buttocks_cov": 18, "onnxruntim": [18, 85, 104], "topk": [18, 27], "100": [18, 23, 32, 40, 57, 83], "45": [18, 41, 57], "score_threshold": 18, "number": [18, 27, 28, 31, 35, 37, 43, 50, 58, 60, 84, 87], "keep": [18, 77], "entir": 19, "anidet3": 19, "roboflow": 19, "m": 19, "x": [19, 37, 46, 50, 65, 83, 84, 100], "fastest": [19, 23], "most": [19, 27, 28, 31, 32], "confidence_scor": [19, 22], "genshin_post": [19, 44, 45, 46], "371": 19, "232": 19, "564": 19, "690": 19, "7533698678016663": 19, "135": [19, 50], "451": 19, "716": [19, 43], "6788613796234131": 19, "614": 19, "393": 19, "830": 19, "686": 19, "5612757205963135": 19, "1275": 19, "654": 19, "4047100841999054": 19, "calcul": [20, 28, 37, 40, 41], "comput": [20, 25, 28, 31, 39, 57, 83, 84, 96], "work": [20, 27, 28, 31, 34, 40, 67, 96], "aggreg": 20, "involv": 20, "segment": [20, 58, 104], "evalu": [20, 36], "algorithm": [20, 37, 40], "box1": 20, "box2": 20, "bboxtyp": 20, "measur": [20, 36, 37, 40], "divid": [20, 50], "4f": 20, "1429": 20, "bboxes1": 20, "bboxes2": 20, "liter": [20, 37, 46, 50, 62, 63, 78], "max": [20, 21], "raw": [20, 27, 28, 31, 35], "depend": [20, 65, 66, 103], "unknown": [20, 78], "hungarian": 20, "find": [20, 46], "optim": [20, 28, 37], "assign": [20, 21, 27, 37], "among": [20, 37], "match": [20, 31, 35, 48, 57, 71, 75, 104], "averag": 20, "detect1": 20, "detect2": 20, "bboxwithscoreandlabel": 20, "group": [20, 27, 41, 74], "correspond": [20, 37, 43, 48, 57, 80, 96, 100], "combin": [20, 35, 43], "against": [20, 81], "ground": [20, 92, 98], "truth": [20, 92, 98], "car": 20, "85": [20, 72, 80], "75": 20, "text_detect": 21, "been": [21, 96], "migrat": 21, "ocr": [21, 104], "detect_text_with_ocr": [21, 104], "soon": 21, "qualiti": [21, 38, 59, 65, 80, 81], "paddleocr": [21, 43], "dbnetpp_resnet50_fpnc_1200e_icdar2015": 21, "05": [21, 57, 72, 73, 87, 88, 89, 91, 96, 97, 98, 99, 101, 102], "max_area_s": 21, "640": 21, "region": [21, 45, 48, 92, 98], "dbnet": 21, "do": [21, 48, 89], "640x640": 21, "ani": [21, 28, 31, 35, 37, 45, 55, 57, 60, 65, 70, 84, 86], "sinc": [21, 36], "appear": [22, 25], "font": 22, "pad": [22, 69], "see": [22, 65, 86], "text_pad": 22, "fontsiz": 22, "max_short_edge_s": 22, "fp": 22, "no_label": 22, "normal": [22, 28, 38, 55, 56, 57, 80], "predefin": [22, 71], "extract": [22, 23, 25, 26, 35, 37, 41, 43, 48, 57, 64, 65, 66, 67, 73, 80], "around": [22, 27, 32, 35, 52], "shortest": 22, "edg": [22, 52, 104], "maintain": [22, 32, 44, 50, 83, 107], "font_manag": 22, "fontproperti": 22, "properti": [22, 46, 50, 65, 67], "get": [23, 25, 26, 28, 36, 38, 58, 59, 65, 69, 72, 75, 80, 86, 88, 93, 95, 97, 99, 101], "cv2": 23, "have": [23, 25, 37, 78, 79, 92, 98, 103], "lowest": 23, "resourc": [23, 104], "low_threshold": 23, "high_threshold": 23, "200": [23, 32, 57], "assum": [23, 25, 26, 69], "its": [23, 25, 26, 27, 37, 43, 44, 57, 66, 69, 72, 74, 86, 88, 89, 91, 92, 93, 96, 97, 98, 99, 101, 102], "low": [23, 31, 36, 38, 65, 77, 80, 81], "high": [23, 31, 32, 59, 65, 81, 95, 96], "outlin": 24, "comparison": [24, 72], "canni": [24, 104], "get_edge_by_canni": 24, "edge_image_with_canni": 24, "lineart": [24, 26, 104], "get_edge_by_lineart": 24, "edge_image_with_lineart": 24, "lineart_anim": [24, 104], "get_edge_by_lineart_anim": 24, "edge_image_with_lineart_anim": 24, "best": [25, 38, 46, 65], "effect": [25, 36, 45, 103], "closest": 25, "consum": 25, "amount": 25, "memori": [25, 27, 28, 32, 105, 106], "power": 25, "runtim": [25, 28, 86, 95], "coars": 25, "detect_resolut": [25, 26], "512": [25, 26, 52, 65, 81], "deeper": 25, "richer": 25, "probabl": [25, 28, 96], "extra": [25, 65], "increas": [25, 37], "resolut": [25, 26, 58, 81], "pass": [25, 26, 27, 28, 31, 32, 33, 45, 46, 65, 69, 77, 81, 83], "neural": [25, 26, 69, 84], "network": [25, 26, 69, 84], "classif": [27, 31, 84, 88, 89, 91, 92, 93, 94, 97, 98, 99, 101, 102], "those": [27, 95], "store": [27, 28, 32, 33, 65, 66], "well": [27, 40], "manag": [27, 28, 31, 32, 86, 104], "interact": [27, 28, 31, 32], "also": [27, 55, 80, 107], "token": [27, 28, 31, 32], "authent": [27, 28, 31, 32], "access": [27, 28, 31, 50, 65, 83], "privat": [27, 28, 29, 31, 41], "repo_id": [27, 28, 31, 32], "fn_preprocess": 27, "callabl": [27, 57], "hf_token": [27, 28, 31, 32], "comprehens": [27, 28], "imagepreprocessfunc": 27, "variabl": [27, 46, 86], "_model_nam": 27, "cach": [27, 28, 31, 32, 58, 85, 104], "_model": 27, "dictionari": [27, 33, 38, 55, 57, 65, 66, 67, 70, 71, 73, 88, 91, 93, 97, 99, 101], "_label": 27, "_hf_token": 27, "org": 27, "repo": [27, 57], "__init__": [27, 28, 29, 31, 32, 35, 46, 50, 58, 67, 71], "instanc": [27, 28, 32, 37, 45, 50, 57, 58, 71], "clear": [27, 28, 31, 32, 37, 66, 88, 92, 98], "method": [27, 28, 29, 31, 32, 34, 35, 37, 45, 57, 92, 98], "free": [27, 28, 32], "up": [27, 28, 32, 71], "launch_demo": [27, 28, 31, 32], "default_model_nam": [27, 28, 31, 32], "server_nam": [27, 28, 31, 32], "server_port": [27, 28, 31, 32], "launch": [27, 28, 31, 32], "gradio": [27, 28, 31, 32], "demo": [27, 28, 31, 32, 77], "interfac": [27, 28, 31, 32, 83], "ui": [27, 31, 32], "make_ui": [27, 28, 31, 32], "server": [27, 28, 31, 32], "select": [27, 28, 31, 32, 37, 45, 58], "dropdown": [27, 28], "port": [27, 28, 31, 32], "addit": [27, 28, 31, 32, 33, 45, 46, 56, 65, 67], "keyword": [27, 28, 31, 32, 33, 45, 46, 65, 67, 83], "argument": [27, 28, 31, 32, 33, 45, 46, 49, 50, 65, 67, 71, 73, 80, 83], "importerror": [27, 32], "instal": [27, 31, 32, 60, 66, 104], "properli": [27, 31, 65], "usernam": [27, 32], "repo_nam": [27, 32], "model_v1": 27, "7860": [27, 28, 32], "submit": 27, "recent": [27, 28, 31, 32], "label_group": 27, "highest": [27, 96], "through": [27, 28, 57, 107], "error": [27, 35, 57, 80], "predict_fmt": 27, "fmt": [27, 28, 31, 38, 73, 80], "top5": 27, "logit": [27, 28, 31], "embed": [27, 28, 31, 35, 80], "dict": [27, 28, 35, 38, 49, 55, 56, 57, 65, 66, 67, 73, 80, 83, 88, 89, 91, 92, 93, 97, 98, 99, 101, 102], "top": [27, 46, 95], "k": 27, "e": [27, 28, 37, 59, 62, 63, 78, 81, 84], "g": [27, 28, 37, 59, 62, 63, 78, 80, 81], "top10": 27, "predict_scor": 27, "ia": 27, "conveni": [27, 50, 65, 107], "wrapper": [27, 32, 35], "id": [27, 28, 31, 32], "multimod": 28, "hub": 28, "discoveri": 28, "variant": [28, 31], "pipelin": [28, 55, 57], "pattern": [28, 37, 71], "direct": 28, "api": [28, 31], "control": [28, 65], "via": 28, "web": [28, 31], "deploy": [28, 96], "reus": 28, "lru": 28, "thread": [28, 31, 83, 103], "safe": [28, 31, 66, 72, 73, 83, 94, 96, 98, 103, 104], "demand": 28, "switch": 28, "image_encod": [28, 31], "upload": [28, 32], "enter": 28, "link": 28, "address": 28, "bind": 28, "organ": 28, "displai": [28, 31, 62, 63], "precomput": [28, 79], "cosin": 28, "scale": [28, 31, 45, 46, 50, 65, 69, 80, 105, 106], "complex": 28, "image_embed": 28, "text_embed": 28, "etc": [28, 57], "thei": [28, 37, 53, 57], "l2": [28, 80], "text_encod": [28, 31], "accept": 28, "_process_rgb": 29, "_process_alpha_channel_with_model": 29, "_process_rgba": 29, "attribut": 29, "classifi": [30, 88, 93, 94, 95, 97, 99, 101, 102, 104], "classifymodel": 30, "classify_predict_scor": 30, "classify_predict": 30, "classify_predict_fmt": 30, "imageenhanc": 30, "clip": [30, 57, 65, 104], "clipmodel": 30, "clip_image_encod": 30, "clip_text_encod": 30, "clip_predict": 30, "siglip": [30, 57, 104], "siglipmodel": 30, "siglip_image_encod": 30, "siglip_text_encod": 30, "siglip_predict": 30, "yolomodel": 30, "sigmoid": [31, 85], "loss": 31, "creation": [31, 55, 56, 67], "preprocessor": [31, 65], "reset": 31, "intern": [31, 53, 66], "about": [31, 33], "hostnam": 31, "gr": [31, 32], "One": [31, 41], "detect": [32, 40, 43, 45, 49, 50, 51, 52, 70, 71, 86, 87, 92, 98, 104], "post": [32, 43], "helper": 32, "easi": 32, "metadata": [32, 38, 64, 66, 67, 104], "cleanup": 32, "associ": [32, 67], "default_conf_threshold": 32, "default_iou_threshold": 32, "environmenterror": [32, 60, 66], "environ": [32, 81, 83, 86, 104], "offlin": 32, "yolov5": 32, "allow_dynam": 32, "dynam": [32, 55], "300": [32, 57], "400": 32, "95": [32, 57, 70, 71, 78], "simpl": 32, "without": [32, 60, 65, 70, 71, 79], "explicitli": 32, "read": [33, 34, 35, 64, 65, 66], "write": [33, 34, 35, 64, 66], "exif": [33, 34, 65], "gif": [33, 34, 65], "comment": 33, "These": [33, 36, 58], "retriev": [33, 37], "context": [33, 34], "ai": [33, 34, 67, 87], "found": [33, 46, 65, 88], "attempt": [33, 46, 57, 65, 67, 86], "commonli": [33, 57, 74, 84], "where": [33, 37, 65, 66, 80, 83], "look": [33, 43, 65, 88], "usercom": 33, "field": [33, 67], "dst_filenam": 33, "destin": [33, 65, 66, 67], "filenam": [33, 58], "pnginfo": [33, 35, 65, 67], "wai": [33, 65, 66], "geninfo": [34, 104], "lsb": [34, 67, 104], "signific": [34, 35, 37, 62, 67], "bit": [34, 35, 57, 67], "read_geninfo_paramet": 34, "read_geninfo_exif": 34, "read_geninfo_gif": 34, "write_geninfo_paramet": 34, "write_geninfo_exif": 34, "write_geninfo_gif": 34, "read_lsb_raw_byt": 34, "read_lsb_metadata": 34, "write_lsb_raw_byt": 34, "write_lsb_metadata": 34, "lsbreaderror": 34, "lsbextractor": 34, "imagelsbdataextractor": 34, "serialize_pnginfo": 34, "serialize_json": 34, "inject_data": 34, "steganographi": 35, "serial": 35, "json": 35, "compat": [35, 74], "inject": 35, "emb": [35, 80], "seamlessli": 35, "hidden": 35, "decompress": 35, "them": [35, 45, 55, 62, 66, 80], "gzip": 35, "written": 35, "appropri": [35, 43, 57, 65], "serializ": [35, 55], "err": 35, "caus": [35, 103], "multi": [35, 83], "get_next_n_byt": 35, "next": [35, 53], "get_one_byt": 35, "form": [35, 74], "read_32bit_integ": 35, "32": [35, 57], "interpret": [35, 50], "big": 35, "endian": 35, "enough": 35, "magic": 35, "stealth_pngcomp": 35, "expect": [35, 57], "extract_data": 35, "length": [35, 37, 44], "doesn": [35, 71], "t": [35, 71], "compress": 35, "along": [35, 37, 69], "robust": [35, 37], "skytnt": [36, 58, 69], "poor": 36, "anime_dbaesthet": [36, 39], "better": [36, 40, 60, 80, 81, 87, 89, 92, 95, 98, 102], "2053756": 36, "09986039996147156": 36, "1663584": 36, "24299287796020508": 36, "4886411": 36, "38091593980789185": 36, "2066024": 36, "5131649971008301": 36, "3670169": 36, "6011670827865601": 36, "5930006": 36, "7067991495132446": 36, "3821265": 36, "8237218260765076": 36, "5512471": 36, "9187621474266052": 36, "limit": [37, 72], "smaller": 37, "7eu7d7": [37, 77, 81, 107], "ccip_onnx": 37, "cluster": [37, 41], "refer": [37, 40, 64, 95], "relev": 37, "aforement": 37, "manual": [37, 46], "384": [37, 41, 55, 56, 57], "caform": 37, "randaug": 37, "prune": 37, "vector": 37, "pruned_fp32": 37, "5_fp32": 37, "feat": 37, "768": [37, 43, 65], "17847511429108218": 37, "1951224011983088": 37, "18397327797685215": 37, "y": [37, 46, 83], "16583099961280823": 37, "42947039008140564": 37, "4037521779537201": 37, "4371533691883087": 37, "40748104453086853": 37, "392294704914093": 37, "whether": [37, 43, 45, 57, 67, 70, 73, 80, 81], "belong": 37, "pairwis": 37, "matrix": 37, "5350548e": 37, "08": [37, 57, 97, 98], "6583106e": 37, "01": 37, "2947042e": 37, "0375218e": 37, "8025822e": 37, "3715334e": 37, "0748104e": 37, "2675274e": 37, "9229470e": 37, "j": 37, "th": 37, "dbscan": 37, "dbscan_2": 37, "dbscan_fre": 37, "optic": [37, 43], "optics_best": 37, "epsilon": 37, "ep": 37, "min_sampl": 37, "ccipclustermethodtyp": 37, "12921094122454668": 37, "1291187648928262": 37, "1836453739562513": 37, "distanc": 37, "_featureorimag": 37, "sampl": [37, 41, 65, 87, 88, 89, 91, 92, 93, 97, 98, 99, 101, 102], "neighborhood": [37, 60], "core": [37, 105, 106], "few": 37, "too": 37, "sensit": [37, 45, 80, 92, 98], "tune": 37, "guidelin": 37, "deal": [37, 64], "solut": [37, 46], "small": [37, 45], "advis": [37, 72], "significantli": 37, "separ": 37, "slightli": 37, "exhibit": 37, "regular": [37, 60], "outfit": 37, "awar": 37, "highli": 37, "so": [37, 40, 77, 81], "care": 37, "diff": 37, "07437477": 37, "0356068": 37, "04396922": 37, "05131693": 37, "assess": 38, "aesthet": [38, 39, 104], "danbooru": [38, 72, 75, 77, 92, 95], "hakubooru": 38, "kohakublueleaf": 38, "swinv2pv3_v0_448_ls0": 38, "2_x": 38, "percentil": 38, "_default_model_nam": 38, "masterpiec": [38, 65], "9831666690063624": 38, "8810615667538594": 38, "great": 38, "8225559148288356": 38, "good": [38, 43], "591020403706702": 38, "2888798940585766": 38, "243279223969715": 38, "worst": [38, 65], "005268185993767627": 38, "275707557797432": 38, "7977807857096195": 38, "56098810210824": 38, "670568235218525": 38, "1677918508648872": 38, "9305131509900093": 38, "6085879728198051": 38, "6834832429885864": 38, "16141420602798462": 38, "05435194447636604": 38, "025083942338824272": 38, "024000568315386772": 38, "027076328173279762": 38, "024589713662862778": 38, "3757021427154541": 38, "3451208472251892": 38, "1511985808610916": 38, "04740551486611366": 38, "02172713913023472": 38, "027498546987771988": 38, "03134724497795105": 38, "39281174540519714": 38, "22457796335220337": 38, "15563568472862244": 38, "10796019434928894": 38, "047730278223752975": 38, "0393439345061779": 38, "031940147280693054": 38, "13832266628742218": 38, "20687267184257507": 38, "2509062886238098": 38, "1644320785999298": 38, "11332042515277863": 38, "08270663768053055": 38, "043439216911792755": 38, "033693961799144745": 38, "03375888615846634": 38, "050045162439346313": 38, "16734018921852112": 38, "4311050772666931": 38, "23242227733135223": 38, "05163438618183136": 38, "012833272106945515": 38, "01619996316730976": 38, "03074900433421135": 38, "1396280825138092": 38, "5038207173347473": 38, "22299200296401978": 38, "07377689331769943": 38, "02854202501475811": 38, "026677291840314865": 38, "02838410809636116": 38, "026617199182510376": 38, "02508518099784851": 38, "06039097160100937": 38, "8043031692504883": 38, "get_aesthetic_scor": 39, "ccip": [39, 104], "ccip_extract_featur": 39, "ccip_batch_extract_featur": 39, "ccip_default_threshold": 39, "ccip_differ": 39, "ccip_sam": 39, "ccip_batch_differ": 39, "ccip_batch_sam": 39, "ccip_default_clustering_param": 39, "ccip_clust": 39, "ccip_merg": 39, "dbaesthet": [39, 104], "laplacian": [39, 104], "laplacian_scor": 39, "lpip": [39, 104], "lpips_extract_featur": 39, "lpips_differ": 39, "lpips_clust": 39, "psnr_": [39, 104], "psnr": [39, 63], "blur": [40, 45], "than": [40, 41, 45, 83, 87, 95], "seem": 40, "just": [40, 60, 89, 92, 95, 98, 102], "we": [40, 62, 81], "explor": 40, "bluri": 40, "hutao": [40, 69, 72, 73, 77, 80], "156": 40, "68285005210006": 40, "text_blur": 40, "2276": 40, "66629157129": 40, "real2": 40, "908745781486806": 40, "mmd": 40, "1072": 40, "8372572065527": 40, "richzhang": 41, "perceptualsimilar": 41, "test": [41, 81, 87, 88, 89, 91, 92, 93, 95, 97, 98, 99, 101, 102], "chafen_arknight": 41, "rand": 41, "reach": 41, "995": 41, "cnn": 41, "f1": 41, "f2": 41, "f3": 41, "f4": 41, "f5": 41, "64": [41, 57, 60, 65, 81, 105, 106], "99": 41, "192": 41, "49": [41, 57], "256": [41, 55, 56, 62, 65], "img1": [41, 42, 80], "img2": [41, 42, 80], "anoth": 41, "16922694444656372": 41, "22250649333000183": 41, "6897575259208679": 41, "10956494510173798": 41, "6823137998580933": 41, "6837796568870544": 41, "nois": [41, 48, 60, 62], "inf": 42, "gaussian_20": 42, "dat": 42, "058228614646987": 42, "gaussian_3": 42, "27": [42, 57], "65611098737784": 42, "lq": 42, "29589659377844": 42, "recogn": [43, 57], "export": [43, 86], "recognit": 43, "ch_pp": 43, "ocrv4_det": 43, "heat_threshold": 43, "box_threshold": 43, "max_candid": 43, "1000": 43, "unclip_ratio": 43, "heat": 43, "candid": 43, "unclip": 43, "comic": [43, 89], "742": 43, "485": [43, 55, 56], "809": 43, "511": 43, "9543377610144915": 43, "682": 43, "98": 43, "734": 43, "124": 43, "9309689495575223": 43, "136": 43, "836": 43, "164": 43, "9042856988923695": 43, "144": 43, "455": 43, "196": 43, "874083638387722": 43, "719": 43, "835": 43, "488": 43, "8628696346175078": 43, "478": 43, "214": 43, "508": 43, "848871771901487": 43, "1030": 43, "557": 43, "1184": 43, "578": 43, "8352495440618789": 43, "427": 43, "129": 43, "553": 43, "154": 43, "8249209443996619": 43, "detect_model": 43, "recognize_model": 43, "ocrv4_rec": 43, "rotation_threshold": 43, "is_remove_dupl": 43, "rotat": [43, 46], "duplic": [43, 65], "mob": 43, "9356705927336156": 43, "shishou": 43, "8933000384412466": 43, "BUT": 43, "8730931912907247": 43, "oh": 43, "8417627579351514": 43, "mirror": 43, "7366019454049503": 43, "el": 43, "gato": 43, "iberico": 43, "7271127306351021": 43, "THAt": 43, "701928390168364": 43, "6965972578194936": 43, "chines": 43, "english": 43, "unsupport": [43, 56, 57, 78], "cannot": [43, 53, 55, 57, 67], "languag": 43, "func": [43, 85, 104], "japanes": [43, 65], "post_text": 43, "319": 43, "847": 43, "561": 43, "899": 43, "kancol": 43, "9130667787597329": 43, "552": 43, "811": 43, "791": 43, "921": 43, "1944": 43, "8566762346615406": 43, "820": 43, "558": 43, "850": 43, "fleet": 43, "collect": [43, 64], "8100635458911772": 43, "235": 43, "904": 43, "855": 43, "1009": 43, "\u6d77": 43, "6716076803280185": 43, "858": 43, "808": 43, "tsu": 43, "ka": 43, "NO": 43, "u": [43, 107], "mi": 43, "de": 43, "654507230718228": 43, "209": 43, "507": 43, "2888084133529467": 43, "japan_pp": 43, "ocrv3_rec": 43, "9230690942939336": 43, "8564870717047623": 43, "\u3044\u3064\u304b\u3042\u306e\u6d77\u3067": 43, "8061289060358996": 43, "8045396777081609": 43, "7311649382696896": 43, "\u8266\u3068\u308c\u308c": 43, "6648729016512889": 43, "ocrv2_det": 43, "ocrv3_det": 43, "ocrv4_server_det": 43, "ch_ppocr_mobile_slim_v2": 43, "0_det": 43, "ch_ppocr_mobile_v2": 43, "ch_ppocr_server_v2": 43, "en_pp": 43, "arabic_pp": 43, "ocrv2_rec": 43, "ocrv4_server_rec": 43, "0_rec": 43, "chinese_cht_pp": 43, "cyrillic_pp": 43, "devanagari_pp": 43, "en_number_mobile_v2": 43, "ka_pp": 43, "korean_pp": 43, "latin_pp": 43, "ta_pp": 43, "te_pp": 43, "dimens": [44, 57], "max_siz": [44, 55, 56, 57], "longer": 44, "after": [44, 57, 72, 77, 80], "1280": 44, "720": 44, "new_img": 44, "600": 44, "337": 44, "obscur": 45, "regist": [45, 46, 55, 56, 57], "rectangular": 45, "967": [45, 46], "143": [45, 46], "1084": [45, 46], "261": [45, 46], "246": [45, 46], "208": [45, 46], "331": [45, 46], "287": [45, 46], "662": [45, 46], "466": [45, 46], "705": [45, 46], "514": [45, 46], "479": [45, 46], "283": [45, 46], "326": [45, 46], "color_black": 45, "radiu": 45, "emoji": [45, 46], "penis": 45, "vagina": 45, "serv": [45, 57, 72], "foundat": 45, "inherit": [45, 57], "within": [45, 65, 72, 80], "fill": 45, "valid": [45, 46, 50, 57, 104], "color_default": 45, "green": 45, "color_green": 45, "ffff00": 45, "color_ffff00": 45, "blur_4": 45, "blur_8": 45, "blur_12": 45, "pixelate_4": 45, "pixelate_8": 45, "pixelate_12": 45, "cl": 45, "arg": 45, "subclass": 45, "keyerror": 45, "alreadi": 45, "exist": [45, 66, 86, 89], "angl": 46, "end": [46, 65], "censor_area": [46, 47], "ratio_threshold": 46, "minimum": [46, 52, 58, 60], "total": [46, 105, 106], "star": [46, 77], "register_censor_method": [46, 47], "smiling_face_with_heart": 46, "twitter": 46, "appl": 46, "googl": 46, "microsoft": 46, "samsung": 46, "whatsapp": 46, "facebook": 46, "messeng": 46, "joypixel": 46, "openmoji": 46, "emojidex": 46, "mozilla": 46, "express": 46, "code": [46, 62, 77, 80], "_emojistyletyp": 46, "emoji_default": 46, "cat_fac": 46, "emoji_green": 46, "grinning_face_with_sweat": 46, "emoji_liuhanhuangd": 46, "minim": 46, "abl": [46, 53], "prefix": [46, 71, 76], "sum": 46, "cx": 46, "mass": 46, "occlus": 46, "cy": 46, "find_for_area": 46, "rectangl": 46, "corner": 46, "factor": [46, 57], "align": [47, 104], "align_maxs": 47, "censor_": [47, 104], "censor_nsfw": 47, "basecensor": 47, "colorcensor": 47, "blurcensor": 47, "pixelatecensor": 47, "imgcensor": [47, 104], "imagebasedcensor": 47, "emojibasedcensor": 47, "singleimag": 47, "squeez": [47, 104], "squeeze_with_transpar": 47, "fit": 48, "tightli": 48, "interest": 48, "jerry_with_spac": 48, "median_filt": 48, "median": 48, "kernel": 48, "larger": [48, 52, 82], "disabl": 48, "keypoint": [49, 50, 51, 52], "http": [49, 69, 107], "github": [49, 105, 106, 107], "com": [49, 107], "idea": 49, "research": 49, "auto_detect": 49, "out_bbox": 49, "person_detect_cfg": 49, "op18keypointset": [49, 51, 52], "rtmpose": 49, "config": [49, 56, 104, 107], "foot": [49, 50], "hand1": 49, "hand2": 49, "op18_visu": [49, 51], "0x7f5ca933f3d0": 49, "axesimag": 49, "0x7f5c98069790": 49, "all_": 50, "openpos": [50, 65], "op18": [50, 52], "__mul__": 50, "multipli": 50, "scalar": 50, "__truediv__": 50, "divisor": 50, "left_foot": 50, "left_hand": 50, "right_foot": 50, "right_hand": 50, "enum": 50, "enumer": 50, "symbol": [50, 77, 80], "make": [50, 55, 74, 84, 92, 96, 98], "readabl": [50, 80], "categor": 50, "nose": 50, "neck": 50, "elbow": 50, "wrist": 50, "ankl": 50, "ear": [50, 71, 78], "member": 50, "right_should": 50, "right_elbow": 50, "right_wrist": 50, "left_should": 50, "left_elbow": 50, "left_wrist": 50, "right_hip": 50, "right_kne": 50, "right_ankl": 50, "left_hip": 50, "left_kne": 50, "left_ankl": 50, "right_ey": 50, "left_ey": 50, "right_ear": 50, "left_ear": 50, "left_big_to": 50, "left_small_to": 50, "left_heel": 50, "right_big_to": 50, "right_small_to": 50, "right_heel": 50, "__int__": 50, "truncat": [50, 94, 104], "zero": 50, "must": [50, 71, 103], "preced": 50, "surround": 50, "whitespac": [50, 74], "36": [50, 57], "0b100": 50, "91": [50, 57], "112": 50, "92": [50, 57, 78], "113": [50, 57], "dwpose": [51, 104], "dwpose_estim": 51, "openpose18": 51, "op18_body_max": 51, "op18_body_min": 51, "op18_face_max": 51, "op18_face_min": 51, "op18_left_foot_max": 51, "op18_left_foot_min": 51, "op18_left_hand_max": 51, "op18_left_hand_min": 51, "op18_right_foot_max": 51, "op18_right_foot_min": 51, "op18_right_hand_max": 51, "op18_right_hand_min": 51, "keypoints_list": 52, "min_edge_s": 52, "draw_bodi": 52, "draw_hand": 52, "draw_feet": 52, "draw_fac": 52, "drawn": 52, "shorter": 52, "connect": 52, "ellips": 52, "facial": [52, 71, 88], "pars": [53, 55, 56, 64, 65, 104], "parser": [53, 55, 56, 65], "try": 53, "notparsetarget": 54, "register_pillow_transform": 54, "register_pillow_pars": 54, "create_pillow_transform": 54, "parse_pillow_transform": 54, "register_torchvision_transform": 54, "register_torchvision_pars": 54, "create_torchvision_transform": 54, "parse_torchvision_transform": 54, "register_creators_for_transform": 54, "notprocessortypeerror": 54, "create_transforms_from_transform": 54, "is_valid_size_dict": 54, "convert_to_size_dict": 54, "get_size_dict": 54, "create_clip_transform": 54, "create_transforms_from_clip_processor": 54, "create_convnext_transform": 54, "create_transforms_from_convnext_processor": 54, "create_vit_transform": 54, "create_transforms_from_vit_processor": 54, "create_siglip_transform": 54, "create_transforms_from_siglip_processor": 54, "create_bit_transform": 54, "create_transforms_from_bit_processor": 54, "create_blip_transform": 54, "create_transforms_from_blip_processor": 54, "create_mobilenetv2_transform": 54, "create_transforms_from_mobilenetv2_processor": 54, "tensor": [55, 56, 57, 66], "composit": [55, 57], "machin": [55, 84], "learn": [55, 84], "compos": [55, 56, 57], "sequenc": [55, 57, 71], "pillowcompos": [55, 57], "sequenti": 55, "decor": [55, 56, 57, 83], "facilit": 55, "creator": [55, 57], "tvalu": [55, 56], "describ": 55, "interpol": [55, 56, 57], "bicub": [55, 56, 57], "pillowres": [55, 57], "antialia": [55, 56, 57], "bilinear": [55, 56], "center_crop": [55, 56], "pillowcentercrop": [55, 57], "pillowtotensor": [55, 57], "maybe_to_tensor": [55, 56], "pillowmaybetotensor": 55, "std": [55, 56, 57], "pillownorm": [55, 57], "456": [55, 56], "406": [55, 56], "229": [55, 56], "225": [55, 56], "48500001430511475": 55, "4560000002384186": 55, "4059999883174896": 55, "2290000021457672": 55, "2240000069141388": 55, "22499999403953552": 55, "framework": 56, "extend": 56, "centercrop": 56, "totensor": 56, "maybetotensor": 56, "4850": 56, "4560": 56, "4060": 56, "2290": 56, "2240": 56, "2250": 56, "timm": 56, "interpolationmod": 56, "processor": [57, 105, 106], "vitimageprocessor": 57, "5906": 57, "33": 57, "donutimageprocessor": 57, "1901": 57, "70": [57, 81], "detrimageprocessor": 57, "1575": 57, "86": [57, 71], "clipimageprocessor": 57, "1374": 57, "73": 57, "videomaeimageprocessor": 57, "1093": 57, "convnextimageprocessor": 57, "648": 57, "65": 57, "segformerimageprocessor": 57, "533": 57, "00": 57, "beitimageprocessor": 57, "468": 57, "63": 57, "siglipimageprocessor": 57, "440": 57, "48": 57, "layoutlmv3imageprocessor": 57, "403": 57, "layoutlmv2imageprocessor": 57, "332": 57, "87": 57, "mllamaimageprocessor": 57, "qwen2vlimageprocessor": 57, "314": 57, "77": 57, "blipimageprocessor": 57, "276": 57, "55": 57, "idefics2imageprocessor": 57, "226": 57, "llavanextimageprocessor": 57, "215": 57, "bitimageprocessor": 57, "210": 57, "pix2structimageprocessor": 57, "conditionaldetrimageprocessor": 57, "53": 57, "samimageprocessor": 57, "52": 57, "deitimageprocessor": 57, "mask2formerimageprocessor": 57, "89": 57, "50": 57, "vivitimageprocessor": 57, "88": 57, "yolosimageprocessor": 57, "84": 57, "47": 57, "viltimageprocessor": 57, "41": 57, "detaimageprocessor": 57, "68": 57, "38": 57, "pixtralimageprocessor": 57, "mobilenetv2imageprocessor": 57, "mobilevitimageprocessor": 57, "61": 57, "34": [57, 105, 106], "dptimageprocessor": 57, "maskformerimageprocessor": 57, "28": 57, "nougatimageprocessor": 57, "ideficsimageprocessor": 57, "rtdetrimageprocessor": 57, "efficientnetimageprocessor": 57, "40": [57, 65], "deformabledetrimageprocessor": 57, "idefics3imageprocessor": 57, "fuyuimageprocessor": 57, "videollavaimageprocessor": 57, "pvtimageprocessor": 57, "09": 57, "oneformerimageprocessor": 57, "mobilenetv1imageprocessor": 57, "07": [57, 96, 97, 98, 101], "owlv2imageprocessor": 57, "chineseclipimageprocessor": 57, "efficientformerimageprocessor": 57, "llavaonevisionimageprocessor": 57, "swin2srimageprocessor": 57, "vithybridimageprocessor": 57, "owlvitimageprocessor": 57, "04": 57, "groundingdinoimageprocessor": 57, "03": 57, "perceiverimageprocessor": 57, "chameleonimageprocessor": 57, "levitimageprocessor": 57, "vitmatteimageprocessor": 57, "extens": [57, 72], "tri": 57, "def": [57, 83], "hasattr": 57, "feature_extractor": 57, "encount": 57, "becaus": 57, "iter": [57, 60, 71], "until": 57, "successfulli": 57, "imageprocessor": 57, "autoimageprocessor": 57, "from_pretrain": 57, "openai": 57, "vit": 57, "patch32": 57, "pillowconvertrgb": 57, "48145467": 57, "4578275": 57, "40821072": 57, "26862955": 57, "2613026": 57, "2757771": 57, "size_dict": 57, "shortest_edg": 57, "invalid_kei": 57, "default_to_squar": 57, "height_width_ord": 57, "constraint": 57, "els": [57, 65, 105, 106], "incompat": 57, "longest_edg": 57, "param_nam": 57, "entri": 57, "conform": 57, "messag": [57, 81], "do_res": 57, "do_center_crop": 57, "crop_siz": 57, "do_rescal": 57, "rescale_factor": 57, "00392156862745098": 57, "do_norm": 57, "image_mean": 57, "image_std": 57, "do_convert_rgb": 57, "rescal": 57, "deviat": 57, "clipprocessor": 57, "crop_pct": 57, "tailor": 57, "convnext": 57, "percentag": 57, "prepar": 57, "replic": 57, "build": [57, 72, 80], "blip": 57, "255": 57, "openai_clip_mean": 57, "openai_clip_std": 57, "accord": 57, "behavior": 57, "mobilenetv2": 57, "per": 57, "equival": 57, "bg": 58, "strict_level": 58, "min_select": 58, "min_width": 58, "min_height": 58, "min_resolut": 58, "desir": 58, "strict": [58, 92, 98], "get_imag": 58, "get_image_fil": 58, "list_image_fil": 58, "random_imag": 58, "randomli": 58, "random_image_fil": 58, "8057": 58, "000000": 58, "000001": 58, "000002": 58, "000003": 58, "000004": 58, "home": 58, "dgh": [58, 66, 107], "2400x1600": 58, "0x7feb86ed5160": 58, "003258": 58, "400x400": 58, "0x7feb86a748b0": 58, "quickli": 59, "backgroundimageset": 59, "list_bg_image_fil": 59, "get_bg_image_fil": 59, "get_bg_imag": 59, "random_bg_image_fil": 59, "random_bg_imag": 59, "opencv": 60, "denois": [60, 65], "inspir": [60, 69, 73, 80, 100], "mf666": [60, 100], "mist": 60, "fucker": 60, "diameter_min": 60, "diameter_max": 60, "sigma_color_min": 60, "sigma_color_max": 60, "sigma_space_min": 60, "sigma_space_max": 60, "radius_min": 60, "radius_max": 60, "eps_min": 60, "eps_max": 60, "b_iter": 60, "g_iter": 60, "random": [60, 78], "bilater": 60, "guid": 60, "stage": 60, "preserv": 60, "diamet": 60, "sigma": 60, "space": [60, 69, 80], "window": [60, 65], "term": 60, "contrib": 60, "noisy_imag": 60, "cleaned_img": 60, "cleaned_imag": 60, "jpeg": [61, 65, 90, 103], "blurri": [61, 65], "noisi": 61, "nafnet": [61, 104], "scunet": [61, 62, 104], "adversari": [61, 104], "remove_adversarial_nois": 61, "restore_with_nafnet": 61, "restore_with_scunet": 61, "ve": 62, "gaussian": 62, "To": 62, "correctli": 62, "credibl": 62, "rgg": [62, 63], "red": [62, 71], "gopro": 62, "sidd": 62, "tile_s": [62, 63, 81], "tile_overlap": [62, 63, 81], "batch_siz": [62, 63, 81], "silent": [62, 63, 81], "nafnetmodeltyp": 62, "tile": [62, 63, 81], "batch": [62, 63, 80, 81, 100], "progress": [62, 63, 81], "gan": 63, "128": 63, "scunetmodeltyp": 63, "automatic1111": 64, "stabl": [64, 65, 87, 107], "diffus": [64, 65, 87], "webui": [64, 65, 66], "novelai": 64, "sdwui": 64, "submodul": 64, "nai": [64, 104], "docstr": 64, "sdmetadata": 64, "parse_sdmeta_from_text": 64, "get_sdmeta_from_imag": 64, "save_image_with_sdmeta": 64, "read_metadata": 64, "save_with_metadata": 64, "naimetadata": 64, "get_naimeta_from_imag": 64, "add_naimeta_to_imag": 64, "save_image_with_naimeta": 64, "formatt": 65, "a1111": 65, "sd_metadata_simpl": 65, "sd_metadata_complex": 65, "prompt": 65, "neg_prompt": 65, "neg": 65, "__str__": 65, "sd1": 65, "extrem": 65, "delic": 65, "beauti": 65, "offici": 65, "global": [65, 103], "illumin": 65, "soft": 65, "shadow": 65, "super": 65, "light": 65, "novel": [65, 67], "4k": 65, "metal_textur": 65, "striped_background": 65, "rich": 65, "cg": 65, "uniti": 65, "8k": 65, "wallpap": 65, "unreal": 65, "sci": 65, "fi": 65, "fantasi": 65, "silver_skin": 65, "cut": [65, 71], "silver_impossible_bodysuit": 65, "gem_on_chest": 65, "cut_silver_mechanical_leotard": 65, "headgear": [65, 71], "1_girl": 65, "solo": [65, 70, 71, 72, 73, 77, 78, 79, 80], "slim_waist": 65, "hair": [65, 71], "long": 65, "lumin": 65, "medium_breast": [65, 79], "indistinct_camelto": 65, "flat_crotch": 65, "coquettish": 65, "squint": 65, "evil_smil": 65, "dark_persona": 65, "mouth": 65, "wet": 65, "slim_fac": 65, "tall_girl": 65, "matur": 65, "mature_fac": 65, "slim_figur": 65, "slim_leg": 65, "groin": 65, "bare_thigh": 65, "easyneg": 65, "sketch": 65, "ugli": 65, "huge": 65, "logo": 65, "monochrom": [65, 91, 94, 104], "bad": 65, "mutat": 65, "horror": 65, "geometri": 65, "bad_prompt": 65, "miss": 65, "finger": 65, "limb": 65, "anatomi": 65, "interlock": 65, "digit": 65, "arm": 65, "2girl": 65, "deform": 65, "artist": 65, "blush": [65, 72, 73, 77, 80], "lipstick": 65, "skindent": 65, "tie": 65, "big_breast": 65, "thighhigh": [65, 72], "pubic_hair": [65, 71], "3d": [65, 89], "realist": 65, "slip": [65, 74], "head_out_of_fram": 65, "curvi": 65, "sampler": 65, "ddim": 65, "cfg": 65, "seed": 65, "3827064803": 65, "512x848": 65, "hash": 65, "eb49192009": 65, "anidosmix": 65, "skip": 65, "new_imag": 65, "let": 65, "what": 65, "nslim_fac": 65, "848": 65, "_sdmeta_text": 65, "directli": 65, "starri": 65, "night": 65, "daylight": 65, "euler": 65, "sd2": 65, "1girl": [65, 70, 71, 72, 73, 74, 77, 78, 79, 80], "blue": 65, "footwear": 65, "shoe": 65, "bang": [65, 71, 72, 77, 80], "indoor": 65, "sleev": 65, "ahog": [65, 71, 72, 73, 77, 80], "dress": [65, 71], "pot": 65, "plant": 65, "bag": [65, 72, 73, 77, 80], "bun": [65, 71], "lora": 65, "bluearchive10": 65, "bluearchiv": 65, "neg1": 65, "dpm": 65, "2m": 65, "sde": 65, "karra": 65, "2647703743": 65, "768x768": 65, "72bd94132e": 65, "cutemix": 65, "strength": 65, "controlnet": 65, "control_v11p_sd15_openpos": 65, "cab727d4": 65, "weight": 65, "perfect": 65, "param": 65, "hire": 65, "upscal": [65, 104], "latent": 65, "ti": 65, "339cc9210f70": 65, "66a7279a88dd": 65, "info": 65, "underli": [65, 83], "sd_meta": 65, "scope": 65, "dst_file": [65, 67], "webp": 65, "systemerror": [65, 67], "input_imag": 65, "output_imag": 65, "a41": 66, "safetensor": 66, "torch": 66, "command": [66, 107], "pip": [66, 107], "_check_env": 66, "model_fil": 66, "key1": 66, "value1": 66, "key2": 66, "value2": 66, "src_model_fil": 66, "dst_model_fil": 66, "new_metadata": 66, "john": 66, "doe": [66, 70, 78, 92, 98], "input_model": 66, "output_model": 66, "softwar": 67, "generation_tim": 67, "dataclass": 67, "encapsul": 67, "taken": 67, "alia": 67, "success": [67, 107], "add_lsb_meta": 67, "save_metainfo": 67, "metainfo": 67, "prefer": 67, "isneti": [68, 104], "get_isnetis_mask": 68, "segment_with_isneti": 68, "segment_rgba_with_isneti": 68, "co": 69, "seg": 69, "1024": [69, 80], "blob": 69, "app": 69, "l8": 69, "00ff00": 69, "mask_": 69, "image_": 69, "hutao_seg": 69, "skadi": [69, 72, 73, 77, 80], "skadi_seg": 69, "drop": [70, 71, 72, 77, 79, 80], "cosplai": 70, "no_eyewear": 70, "eyewear": [70, 71], "span": [70, 71], "matter": [70, 71], "red_hair": [70, 71, 78, 79], "use_preset": 70, "custom_blacklist": 70, "onlin": 70, "preset": 70, "ones": 70, "neither": [70, 71], "nor": [70, 71], "anal_hair": 71, "anal_tail": 71, "arm_behind_head": 71, "arm_hair": 71, "arm_under_breast": 71, "arms_behind_head": 71, "bird_on_head": 71, "blood_in_hair": 71, "breasts_on_glass": 71, "breasts_on_head": 71, "cat_on_head": 71, "closed_ey": 71, "clothed_female_nude_femal": 71, "clothed_female_nude_mal": 71, "clothed_male_nude_femal": 71, "clothes_between_breast": 71, "cream_on_fac": 71, "drying_hair": 71, "empty_ey": 71, "face_to_breast": 71, "food_on_fac": 71, "food_on_head": 71, "game_boi": 71, "grabbing_anoth": 71, "s_hair": 71, "grabbing_own_breast": 71, "gun_to_head": 71, "head_between_breast": 71, "heart_in_ey": 71, "multiple_boi": 71, "multiple_girl": 71, "object_on_breast": 71, "object_on_head": 71, "paint_splatter_on_fac": 71, "parted_lip": [71, 72, 73, 77, 80], "penis_on_fac": 71, "person_on_head": 71, "pokemon_on_head": 71, "rabbit_on_head": 71, "rice_on_fac": 71, "severed_head": 71, "star_in_ey": 71, "sticker_on_fac": 71, "tentacles_on_mal": 71, "tying_hair": 71, "built": [71, 83], "mutabl": 71, "constructor": 71, "empti": 71, "hold": [71, 72, 73, 77, 80], "futa": 71, "cum": 71, "rub": 71, "shade": 71, "plai": 71, "drill": 71, "skin": 71, "sidelock": 71, "twintail": [71, 72, 73, 77, 80], "braid": 71, "afro": 71, "bald": 71, "dreadlock": 71, "ponytail": 71, "updo": 71, "beard": 71, "mustach": 71, "pointi": 71, "horn": 71, "tail": 71, "ornament": 71, "hairband": 71, "pupil": 71, "bow": [71, 72, 73], "headwear": 71, "ribbon": [71, 73, 77], "crown": 71, "cap": 71, "hairclip": [71, 77], "mole": 71, "halo": 71, "fluff": 71, "flower": [71, 72, 73, 77, 80], "glass": [71, 74], "fang": 71, "boi": 71, "beret": 71, "heterochromia": 71, "headdress": 71, "eyepatch": 71, "headphon": 71, "eyebrow": 71, "eyelash": 71, "sunglass": 71, "intak": 71, "scrunchi": 71, "ear_pierc": 71, "headband": 71, "ring": 71, "under_mouth": 71, "freckl": 71, "lip": 71, "eyelin": 71, "eyeshadow": 71, "tassel": 71, "whitelist_suffix": 71, "whitelist_prefix": 71, "whitelist_word": 71, "suffix": [71, 76], "pool": 71, "whitelist": 71, "blacklist": [71, 75, 104], "singular": 71, "plural": 71, "chair": 71, "whole": 71, "word": 71, "hear": 71, "72": 71, "outdat": 72, "anymor": 72, "baselin": 72, "practic": 72, "use_real_nam": [72, 77], "general_threshold": [72, 73, 80], "character_threshold": [72, 73, 80], "drop_overlap": [72, 73, 77, 80], "real": [72, 77, 94, 104], "renam": [72, 77], "redirect": [72, 77], "mani": [72, 77], "websit": [72, 77], "rate": [72, 73, 80, 92, 94, 104], "char": [72, 73, 80], "9897817373275757": 72, "question": [72, 73, 80, 92], "010265946388244629": 72, "explicit": [72, 73, 80, 92], "2809715270996094e": 72, "9939777851104736": 72, "5032387375831604": 72, "black_bord": 72, "9943548440933228": 72, "black_glov": [72, 73, 77, 80], "5011609792709351": 72, "blue_ski": [72, 73, 77, 80], "6877802610397339": 72, "5543792843818665": 72, "8268730640411377": 72, "cloud": [72, 73, 77, 80], "8504303693771362": 72, "cowboy_shot": [72, 73, 77, 80], "6008237600326538": 72, "crop_top": [72, 73, 77, 80], "6635787487030029": 72, "dai": [72, 73, 77, 80], "8496965765953064": 72, "glove": [72, 73, 77, 80], "6107005476951599": 72, "hair_between_ey": [72, 73, 77, 80], "668294370174408": 72, "5619469285011292": 72, "holding_baseball_bat": [72, 73, 77, 80], "5141720771789551": 72, "letterbox": 72, "long_hair": [72, 73, 77, 79, 80], "9884189963340759": 72, "looking_at_view": [72, 73, 77, 80], "5673105120658875": 72, "midriff": [72, 73, 77, 80], "6290556192398071": 72, "navel": [72, 73, 77, 80], "9631235003471375": 72, "no_hat": [72, 73, 77], "7978747487068176": 72, "no_headwear": [72, 73, 77, 80], "7577926516532898": 72, "outdoor": [72, 73, 77, 80], "7118550539016724": 72, "5452839136123657": 72, "pillarbox": 72, "9841411709785461": 72, "red_ey": [72, 73, 77, 80], "958786129951477": 72, "shirt": [72, 73, 77, 80], "6720131039619446": 72, "short_sleev": [72, 73, 77, 80], "7077711820602417": 72, "silver_hair": [72, 73, 77], "6673924326896667": 72, "sky": [72, 73, 77, 80], "8709812760353088": 72, "9614333510398865": 72, "sportswear": [72, 73, 77, 80], "7786177396774292": 72, "6842771172523499": 72, "sweat": [72, 73, 77, 80], "9076308012008667": 72, "thigh": [72, 73, 77, 80], "580970823764801": 72, "skadi_": [72, 73, 80], "arknight": [72, 73, 80], "9633345007896423": 72, "9988503456115723": 72, "001651763916015625": 72, "00012505054473876953": 72, "9829280972480774": 72, "894218385219574": 72, "8733789920806885": 72, "backpack": [72, 73, 77, 80], "6322951316833496": 72, "9987058639526367": 72, "bag_charm": [72, 73], "9754379987716675": 72, "6810564994812012": 72, "9708781838417053": 72, "6356008052825928": 72, "5633733868598938": 72, "brick_wal": 72, "5315935611724854": 72, "brown_hair": [72, 73, 77, 80], "9397273659706116": 72, "9229896664619446": 72, "charm_": [72, 73], "9006357789039612": 72, "citi": 72, "9020784497261047": 72, "cityscap": 72, "9547432661056519": 72, "5296419262886047": 72, "8253412246704102": 72, "5619839429855347": 72, "hair_flow": [72, 73, 77, 80], "8277763724327087": 72, "hair_orna": [72, 73, 77, 80], "9356368780136108": 72, "hair_ribbon": [72, 73, 77], "5288072824478149": 72, "jacket": [72, 73, 77, 80], "6336134076118469": 72, "9703260064125061": 72, "8188960552215576": 72, "phone_screen": 72, "9579574465751648": 72, "9954615235328674": 72, "plaid": [72, 73, 77], "9725285172462463": 72, "plaid_skirt": [72, 73, 77], "9638455510139465": 72, "pleated_skirt": [72, 73, 77, 80], "7226815819740295": 72, "5321241021156311": 72, "red_nail": [72, 77], "5493080615997314": 72, "school_bag": [72, 73], "9863407611846924": 72, "school_uniform": [72, 73, 77, 80], "6794284582138062": 72, "5062428116798401": 72, "shoulder_bag": 72, "9325523972511292": 72, "skirt": [72, 73, 77, 80], "92237788438797": 72, "skyscrap": 72, "7728171348571777": 72, "sleeves_past_wrist": [72, 73, 77], "7257086038589478": 72, "smile": [72, 73, 77, 80], "5357837080955505": 72, "6939404010772705": 72, "7054293155670166": 72, "tongu": [72, 73, 77, 80], "9990814924240112": 72, "tongue_out": [72, 73, 77, 80], "9992498755455017": 72, "5012534260749817": 72, "very_long_hair": [72, 73, 77, 79, 80], "7461410164833069": 72, "lagpixellol": 73, "deepgelbooru_onnx": 73, "categori": [73, 88, 96], "dim": [73, 80], "9986732006072998": 73, "0013858973979949951": 73, "315376281738281e": 73, "9972434639930725": 73, "basebal": [73, 80], "5982598662376404": 73, "baseball_bat": [73, 77, 80], "6429562568664551": 73, "bike_short": 73, "36296138167381287": 73, "8308937549591064": 73, "black_shirt": [73, 77, 80], "7388008832931519": 73, "6039759516716003": 73, "30909663438796997": 73, "9694308042526245": 73, "6422968506813049": 73, "5898381471633911": 73, "8145260810852051": 73, "652222216129303": 73, "dolphin_short": 73, "466494083404541": 73, "7183809280395508": 73, "6753682494163513": 73, "7302790880203247": 73, "6649775505065918": 73, "large_breast": [73, 77, 80], "8446108102798462": 73, "98187655210495": 73, "8140730857849121": 73, "6360533833503723": 73, "9635934829711914": 73, "33370012044906616": 73, "44239571690559387": 73, "7891374826431274": 73, "6471294164657593": 73, "9958090782165527": 73, "8736815452575684": 73, "872096061706543": 73, "5640895366668701": 73, "5049663186073303": 73, "8832778930664062": 73, "9687467813491821": 73, "sports_bra": 73, "3659853935241699": 73, "9309735298156738": 73, "49939480423927307": 73, "stomach": [73, 77, 80], "446407288312912": 73, "809670090675354": 73, "6560589075088501": 73, "47956040501594543": 73, "9832853674888611": 73, "9994162321090698": 73, "0008397102355957031": 73, "00035390257835388184": 73, "9926226139068604": 73, "899387001991272": 73, "34215790033340454": 73, "5701972246170044": 73, "9512913227081299": 73, "6664570569992065": 73, "5614628791809082": 73, "33615976572036743": 73, "5770801305770874": 73, "987317681312561": 73, "37286585569381714": 73, "cardigan": [73, 77], "36409223079681396": 73, "7329680919647217": 73, "collared_shirt": [73, 77], "5924292206764221": 73, "4344901144504547": 73, "7465001344680786": 73, "5225946307182312": 73, "6976451873779297": 73, "9265321493148804": 73, "34527891874313354": 73, "6675043106079102": 73, "9096828699111938": 73, "long_sleev": [73, 77, 80], "41341525316238403": 73, "8418735265731812": 73, "miniskirt": [73, 77], "3675632178783417": 73, "nail_polish": [73, 77], "5284417867660522": 73, "open_cloth": [73, 77], "30296844244003296": 73, "48789578676223755": 73, "36596980690956116": 73, "7759367227554321": 73, "6535028219223022": 73, "8975257873535156": 73, "36911237239837646": 73, "4171145558357239": 73, "3942635953426361": 73, "6772940754890442": 73, "9397937655448914": 73, "5207280516624451": 73, "4673041105270386": 73, "9118321537971497": 73, "9967410564422607": 73, "9970728158950806": 73, "8419480323791504": 73, "6489560604095459": 73, "white_shirt": [73, 77], "6217572689056396": 73, "underscor": [74, 80], "convent": 74, "restor": [74, 104], "use_spac": 74, "use_escap": 74, "include_scor": 74, "score_descend": 74, "_": 74, "escap": 74, "unsaf": 74, "sort": [74, 78], "descend": 74, "panty_pul": 74, "6826801300048828": 74, "958938717842102": 74, "drinking_glass": 74, "9340789318084717": 74, "areola_slip": 74, "41196826100349426": 74, "9988248348236084": 74, "drink": 74, "pull": 74, "areola": 74, "999": 74, "959": 74, "934": 74, "683": 74, "412": 74, "mldanbooru": [75, 104], "get_mldanbooru_tag": 75, "wd14": [75, 77, 104], "get_wd14_tag": [75, 77], "convert_wd14_emb_to_predict": 75, "denormalize_wd14_emb": 75, "deepdanbooru": [75, 77, 104], "get_deepdanbooru_tag": [75, 77], "deepgelbooru": [75, 104], "get_deepgelbooru_tag": 75, "add_underlin": 75, "remove_underlin": 75, "tags_to_text": 75, "drop_overlap_tag": 75, "is_blacklist": 75, "drop_blacklisted_tag": 75, "char_whitelist_suffix": 75, "char_whitelist_prefix": 75, "char_whitelist_word": 75, "char_suffix": 75, "char_prefix": 75, "charactertagpool": 75, "is_basic_character_tag": 75, "drop_basic_character_tag": 75, "sort_tag": 75, "tag_match_suffix": 75, "tag_match_prefix": 75, "tag_match_ful": 75, "t1": 76, "t2": 76, "fulli": 76, "ml": 77, "448": 77, "keep_ratio": 77, "9999984502792358": [77, 99], "9999946355819702": 77, "9994951486587524": 77, "998144268989563": 77, "9978417158126831": 77, "9941409230232239": 77, "9799384474754333": 77, "979142427444458": 77, "961823582649231": 77, "961323618888855": 77, "9490893483161926": 77, "9450850486755371": 77, "9425153136253357": 77, "9409335255622864": 77, "9319437146186829": 77, "9265308976173401": 77, "9259042143821716": 77, "922250509262085": 77, "9199565052986145": 77, "9175475835800171": 77, "9102761745452881": 77, "9076938629150391": 77, "9052775502204895": 77, "8938589692115784": 77, "8894285559654236": 77, "8891903162002563": 77, "8845980763435364": 77, "8842408061027527": 77, "8659475445747375": 77, "862621009349823": 77, "8616052865982056": 77, "8562789559364319": 77, "short_short": [77, 80], "8555729389190674": 77, "8533340096473694": 77, "black_short": [77, 80], "8477485775947571": 77, "8430152535438538": 77, "tied_long_hair": [77, 80], "8340626955032349": 77, "crop_top_overhang": 77, "8266023397445679": 77, "8222048282623291": 77, "8202669620513916": 77, "8061150312423706": 77, "ass_visible_through_thigh": [77, 80], "7803354859352112": 77, "thigh_gap": [77, 80], "7789446711540222": 77, "arms_up": 77, "7052110433578491": 77, "9999866485595703": 77, "997043788433075": 77, "9969649910926819": 77, "9957101345062256": 77, "9928386807441711": 77, "9886980056762695": 77, "9864778518676758": 77, "ghost": [77, 80], "9769423007965088": 77, "9747489094734192": 77, "9736957550048828": 77, "9388670325279236": 77, "9356311559677124": 77, "91000896692276": 77, "8955123424530029": 77, "8910233378410339": 77, "8904104828834534": 77, "8881211280822754": 77, "8876776695251465": 77, "8864808678627014": 77, "8810517191886902": 77, "8798807263374329": 77, "8765745162963867": 77, "8737136125564575": 77, "8650439381599426": 77, "8613706827163696": 77, "blue_cardigan": 77, "8571277260780334": 77, "8333670496940613": 77, "8160212635993958": 77, "eyebrows_visible_through_hair": 77, "8122442364692688": 77, "8091571927070618": 77, "8082079887390137": 77, "8048468232154846": 77, "8042327165603638": 77, "7984272241592407": 77, "blazer": [77, 80], "794708251953125": 77, "78981614112854": 77, "7892146110534668": 77, "shaped_pupil": [77, 80], "7867060899734497": 77, "gradient_hair": 77, "786359965801239": 77, "7790888547897339": 77, "brown_skirt": 77, "7760675549507141": 77, "774523913860321": 77, "7721588015556335": 77, "7697228789329529": 77, "755959689617157": 77, "multicolored_hair": 77, "7477189898490906": 77, "7476690411567688": 77, "rail": 77, "7476617693901062": 77, "blue_jacket": 77, "7458406090736389": 77, "741143524646759": 77, "7364678978919983": 77, "7193643450737": 77, "red_neckwear": 77, "7108616828918457": 77, "7086325287818909": 77, "7055293321609497": 77, "7039415836334229": 77, "7018357515335083": 77, "shuffl": 78, "count": [78, 105, 106], "2boi": 78, "cat_ear": 78, "uniqu": 78, "8849405313291128": 79, "8548297594823425": 79, "03910296474461261": 79, "6615180440330748": 79, "21552028866308015": 79, "3165260620737027": 79, "47744464927382957": 79, "tagger": 80, "smilingwolf": 80, "wd": 80, "swinv2_v3": 80, "general_mcut_en": 80, "character_mcut_en": 80, "no_underlin": 80, "mcut": 80, "replac": 80, "index": [80, 107], "follw": 80, "valuabl": 80, "enabl": 80, "rapid": 80, "queri": 80, "0011444687843322754": 80, "8876402974128723": 80, "106781005859375": 80, "000277101993560791": 80, "997527003288269": 80, "9797663688659668": 80, "9905703663825989": 80, "9761719703674316": 80, "8981098532676697": 80, "8810765743255615": 80, "9498510360717773": 80, "8377365469932556": 80, "945058286190033": 80, "9457170367240906": 80, "969594419002533": 80, "7881088852882385": 80, "7687551379203796": 80, "9301245212554932": 80, "6703325510025024": 80, "white_hair": 80, "5292627811431885": 80, "8677047491073608": 80, "grey_hair": 80, "5859264731407166": 80, "9536856412887573": 80, "8056888580322266": 80, "8394746780395508": 80, "9473626613616943": 80, "8986269235610962": 80, "9385137557983398": 80, "8408567905426025": 80, "alternate_costum": 80, "4245271384716034": 80, "931140661239624": 80, "8830795884132385": 80, "7279844284057617": 80, "artist_nam": 80, "5333830714225769": 80, "64717698097229": 80, "9516432285308838": 80, "9655293226242065": 80, "9485014081001282": 80, "7366660833358765": 80, "7161656618118286": 80, "5858667492866516": 80, "6186309456825256": 80, "41193312406539917": 80, "467605859041214": 80, "36282333731651306": 80, "3756745457649231": 80, "motion_blur": 80, "5091936588287354": 80, "951993465423584": 80, "5634750723838806": 80, "8232709169387817": 80, "9869340658187866": 80, "49491602182388306": 80, "5193622708320618": 80, "003406703472137451": 80, "0007208287715911865": 80, "9798132181167603": 80, "8046203851699829": 80, "7596215009689331": 80, "7620116472244263": 80, "46084529161453247": 80, "48454540967941284": 80, "5152207016944885": 80, "8023070096969604": 80, "8653596639633179": 80, "7201820611953735": 80, "7816740870475769": 80, "697688639163971": 80, "8974947333335876": 80, "7491052746772766": 80, "5015512704849243": 80, "6401398181915283": 80, "43420469760894775": 80, "4528769850730896": 80, "5730487704277039": 80, "6739872694015503": 80, "5545973181724548": 80, "6946243047714233": 80, "5487751364707947": 80, "7439308166503906": 80, "4186026453971863": 80, "47378358244895935": 80, "4690653085708618": 80, "7565015554428101": 80, "hu_tao_": 80, "genshin_impact": 80, "9262397289276123": 80, "boo_tao_": 80, "942080020904541": 80, "denorm": 80, "denormalizer_nam": 80, "mnum2_al": 80, "understand": 80, "redund": 80, "structur": [80, 104], "b": 80, "r": [80, 92, 98], "c": 80, "linalg": 80, "norm": 80, "approx": [80, 81], "1e": 80, "cdc_anime_onnx": 81, "realli": 81, "As": [81, 92, 98], "1024x1024": 81, "2060": 81, "gpu": 81, "cost": 81, "cpu": [81, 86, 105, 106], "experi": 81, "hgsr": 81, "mhr": 81, "aug_x4_320": 81, "cute_waifu_aroma": 81, "pngimageplugin": 81, "pngimagefil": 81, "1168x1168": 81, "0x7f0e8ca06880": 81, "4672x4672": 81, "0x7f0e48edb640": 81, "cdc": [82, 104], "upscale_with_cdc": 82, "lru_cach": 83, "wrap": 83, "synchron": 83, "prevent": 83, "race": 83, "condit": 83, "maxsiz": 83, "expensive_funct": 83, "expens": 83, "lock": [83, 103], "safeti": [83, 100], "multithread": 83, "my_funct": 83, "introduc": 83, "acquisit": 83, "critic": 83, "mathemat": 84, "activ": 84, "deep": 84, "problem": [84, 92, 98], "input_valu": 84, "frac": 84, "26894142": 84, "73105858": 84, "ts_lru_cach": 85, "get_onnx_provid": 85, "open_onnx_model": 85, "cudaexecutionprovid": 86, "cpuexecutionprovid": 86, "ckpt": 86, "inferencesess": 86, "onnx_mod": 86, "decid": 86, "linux": [86, 105, 106], "execut": [86, 105, 106], "ignor": 86, "cuda": [86, 105, 106], "forc": 86, "anime_ai_check": 87, "mobilenetv3_sce_dist": [87, 98, 102], "mainli": 87, "caformer_s36_plus_sc": 87, "graph": 87, "9996960163116455": 87, "9999125003814697": 87, "997803270816803": 87, "9960069060325623": 87, "9887709021568298": 87, "9998629093170166": 87, "0013722758740186691": 87, "00020673229300882667": 87, "0001895089662866667": 87, "0008857478387653828": 87, "552320024231449e": 87, "001168627175502479": 87, "bangumi": [88, 89], "vision": 88, "imageri": 88, "bangumi_char_typ": 88, "definit": [88, 95], "video": 88, "secondari": 88, "often": 88, "lack": 88, "lead": 88, "under": [88, 107], "three": 88, "judg": 88, "anime_portrait": [88, 94], "mobilenetv3_v0_dist": [88, 97, 101, 102], "9998525381088257": 88, "00012103465269319713": 88, "6464786313008517e": 88, "906112609314732e": 88, "06": [88, 89, 91, 96, 97, 98, 99, 101], "9997243285179138": 88, "0002490800397936255": 88, "7215803381986916e": 88, "354368557978887e": 88, "9998849630355835": 88, "90006631379947e": 88, "3920385754317977e": 88, "2084233276254963e": 88, "9998877048492432": 88, "732793503440917e": 88, "4264976925915107e": 88, "0623419257171918e": 88, "07076334953308105": 88, "9290977716445923": 88, "0001044218079186976": 88, "4467317163944244e": 88, "2568268832401372e": 88, "9999498128890991": 88, "1810528778587468e": 88, "879474429093534e": 88, "260669109295122e": 88, "9999510049819946": 88, "2321036592766177e": 88, "025227553938748e": 88, "4251427273848094e": 88, "999957799911499": 88, "4273678718600422e": 88, "6884023302263813e": 88, "880981603288092e": 88, "0002326338435523212": 88, "9996368885040283": 88, "164971561403945e": 88, "00020793956355191767": 88, "13438372313976288": 88, "8652494549751282": 88, "000158855298650451": 88, "000238816806813702": 88, "3589179217815399": 88, "6406960487365723": 88, "0001471740542910993": 88, "002255884697660804": 88, "08208147436380386": 88, "9152728915214539": 88, "00038967153523117304": 88, "227699592884164e": 88, "0835404282261152e": 88, "1437502406770363e": 88, "9999284744262695": 88, "2125529792683665e": 88, "0218892384727951e": 88, "00011914174683624879": 88, "9998584985733032": 88, "2007669283775613e": 88, "6357082131435163e": 88, "3068713896209374e": 88, "9999185800552368": 88, "066640925273532e": 88, "529400813335087e": 88, "089402500540018e": 88, "9999388456344604": 88, "6406959295272827": 88, "not_paint": 89, "anime_classif": 89, "older": 89, "mobilenetv3_v1": [89, 99], "5_dist": 89, "3_dist": 89, "plot": [89, 92, 98, 102], "caformer_s36_v1": 89, "3_focal": 89, "8346158862113953": 89, "004201625939458609": 89, "0028638991061598063": 89, "15633030235767365": 89, "001988308737054467": 89, "9868855476379395": 89, "001178382197394967": 89, "00015886101755313575": 89, "0005986307514831424": 89, "011178601533174515": 89, "9933090209960938": 89, "0012440024875104427": 89, "00040085514774546027": 89, "004924307577311993": 89, "00012189441622467712": 89, "00031298911198973656": 89, "9968050718307495": 89, "182305903872475e": 89, "0027923565357923508": 89, "7805559259140864e": 89, "0004650334012694657": 89, "996709942817688": 89, "736721191671677e": 89, "0027629584074020386": 89, "4619508621981367e": 89, "0003803370927926153": 89, "998649537563324": 89, "190127922105603e": 89, "0008622839814051986": 89, "595230686594732e": 89, "0004573142796289176": 89, "00031435859273187816": 89, "8671838641166687": 89, "13199880719184875": 89, "563074617180973e": 89, "153919796110131e": 89, "290010737255216e": 89, "9727378487586975": 89, "027150526642799377": 89, "162296004826203e": 89, "4933258828241378e": 89, "0004275702522136271": 89, "995402455329895": 89, "002233930164948106": 89, "001911122351884842": 89, "1603819727897644": 89, "0007561995880678296": 89, "00017044576816260815": 89, "838487982749939": 89, "0002034590725088492": 89, "005001617129892111": 89, "000932251859921962": 89, "009352140128612518": 89, "9846979379653931": 89, "6018555470509455e": 89, "004064667969942093": 89, "464051254326478e": 89, "025772539898753166": 89, "9699516296386719": 89, "00011656546121230349": 89, "287263775244355e": 89, "370255853951676e": 89, "01098843663930893": 89, "0031668643932789564": 89, "9857884049415588": 89, "499273488065228e": 89, "8419872251106426e": 89, "0003471920208539814": 89, "029472889378666878": 89, "9700765609741211": 89, "0012387704337015748": 89, "001172148622572422": 89, "787473391043022e": 89, "003680602880194783": 89, "9938107132911682": 89, "8346157073974609": 89, "8671836853027344": 89, "8384883403778076": 89, "9846979975700378": 89, "9700766801834106": 89, "greyscal": 90, "jpeg_ful": [90, 103], "6125901": 90, "6125785": [90, 103], "6124220": 90, "rough": [91, 92, 98], "polish": 91, "mobilenetv3_v2": 91, "2_dist": [91, 99], "910087929805741e": 91, "1241951510310173": 91, "8757457137107849": 91, "00018937293498311192": 91, "030049214139580727": 91, "9697614312171936": 91, "008933082222938538": 91, "05096456781029701": 91, "9401022791862488": 91, "009832272306084633": 91, "9898634552955627": 91, "00030428936588577926": 91, "013919820077717304": 91, "9819902181625366": 91, "004089969675987959": 91, "04166747257113457": 91, "9582782983779907": 91, "4218515288084745e": 91, "8849249482154846": 91, "1149177998304367": 91, "0001573085755808279": 91, "9907882809638977": 91, "008958994410932064": 91, "0002527958422433585": 91, "9831690788269043": 91, "01682441122829914": 91, "613856385229155e": 91, "8757458329200745": 91, "8849248290061951": 91, "million": 92, "anime_r": [92, 94], "boundari": [92, 98], "challeng": [92, 98], "clean": [92, 98], "judgment": [92, 98], "intend": [92, 98], "quick": [92, 98, 104], "estim": [92, 98], "basi": [92, 98], "mobilenetv3_large_100_v0_ls0": 92, "caformer_s36_v0_ls0": 92, "7508869767189026": 92, "7034655809402466": 92, "728887677192688": 92, "7404400110244751": 92, "7446154952049255": 92, "7514738440513611": 92, "768704354763031": 92, "8219676613807678": 92, "7267540693283081": 92, "7645740509033203": 92, "7216582894325256": 92, "7615436315536499": 92, "815083920955658": 92, "8321858644485474": 92, "8204999566078186": 92, "820833146572113": 92, "chdir": 92, "doc": 92, "api_doc": 92, "7508870363235474": 92, "11212056130170822": 92, "06781744956970215": 92, "06917501986026764": 92, "7034654021263123": 92, "15903906524181366": 92, "06688199192285538": 92, "07061357796192169": 92, "7288877964019775": 92, "1476859599351883": 92, "060362350195646286": 92, "06306383013725281": 92, "7404399514198303": 92, "10337048768997192": 92, "08087948709726334": 92, "07530999928712845": 92, "055992450565099716": 92, "7446154356002808": 92, "13191790878772736": 92, "06747424602508545": 92, "06458679586648941": 92, "10566363483667374": 92, "07827574014663696": 92, "07079866528511047": 92, "7687042951583862": 92, "09974884241819382": 92, "06074819341301918": 92, "050435908138751984": 92, "8219675421714783": 92, "0593985915184021": 92, "06819795072078705": 92, "06569571048021317": 92, "1177448257803917": 92, "726753830909729": 92, "08980562537908554": 92, "06481882929801941": 92, "06922297924757004": 92, "10138414055109024": 92, "06351721286773682": 92, "07683827728033066": 92, "13798624277114868": 92, "05942752957344055": 92, "10584963858127594": 92, "7615437507629395": 92, "07317910343408585": 92, "060196295380592346": 92, "06751583516597748": 92, "0572039857506752": 92, "05398125201463699": 92, "06124086305499077": 92, "0525919646024704": 92, "8321859240531921": 92, "05922013148665428": 92, "06274889409542084": 92, "057530902326107025": 92, "8205001354217529": 92, "05683052912354469": 92, "06635929644107819": 92, "05597696080803871": 92, "8208332657814026": 92, "non_furri": 93, "mobilenetv3_v0": 93, "1_dist": 93, "9898804426193237": 93, "010119626298546791": 93, "9677742123603821": 93, "032225821167230606": 93, "959551215171814": 93, "040448784828186035": 93, "9535530209541321": 93, "04644693806767464": 93, "04358793422579765": 93, "9564120769500732": 93, "02767963521182537": 93, "9723203182220459": 93, "028900373727083206": 93, "9710996150970459": 93, "037573859095573425": 93, "9624261260032654": 93, "aicheck": [94, 104], "get_ai_created_scor": 94, "is_ai_cr": 94, "bangumi_char": [94, 104], "anime_bangumi_char_scor": 94, "anime_bangumi_char": 94, "anime_classify_scor": 94, "anime_classifi": 94, "is_greyscal": 94, "anime_completeness_scor": 94, "anime_complet": 94, "dbrate": [94, 104], "anime_dbrating_scor": 94, "anime_dbr": 94, "furri": [94, 104], "anime_furry_scor": 94, "anime_furri": 94, "get_monochrome_scor": 94, "is_monochrom": 94, "nsfw_pred_scor": 94, "nsfw_pred": 94, "portrait": [94, 104], "anime_portrait_scor": 94, "anime_rating_scor": 94, "anime_real_scor": 94, "safe_check_scor": 94, "safe_check": 94, "style_ag": [94, 104], "anime_style_age_scor": 94, "anime_style_ag": 94, "teen": [94, 104], "anime_teen_scor": 94, "anime_teen": 94, "is_truncated_fil": 94, "screen": 95, "row": 95, "bottom": 95, "grayscal": 95, "monochrome_detect": 95, "mobilenetv3_large_100_dist_safe2": 95, "mobilenetv3_dist": 95, "caformer_s36": 95, "mono": 95, "9614395499229431": 95, "9458909034729004": 95, "9559807777404785": 95, "9651952981948853": 95, "9379720687866211": 95, "8814834356307983": 95, "03941023349761963": 95, "07492382079362869": 95, "09546589106321335": 95, "016521310433745384": 95, "005693843588232994": 95, "0315730981528759": 95, "Not": 96, "five": 96, "hentai": 96, "neutral": 96, "porn": 96, "sexi": 96, "infinit": 96, "nsfwj": 96, "tfj": 96, "mobil": 96, "9970946311950684": 96, "00198739324696362": 96, "000894528697244823": 96, "4315058251668233e": 96, "099447197513655e": 96, "9282580614089966": 96, "061733175069093704": 96, "008979619480669498": 96, "0007789491210132837": 96, "0002501663693692535": 96, "7945129871368408": 96, "2044062316417694": 96, "0005603990866802633": 96, "0004847997915931046": 96, "564094367902726e": 96, "7977773547172546": 96, "01352313905954361": 96, "18791256844997406": 96, "0004888656549155712": 96, "00029804420773871243": 96, "04498734697699547": 96, "9509441256523132": 96, "4087972633424215e": 96, "003999904729425907": 96, "4542059185914695e": 96, "002892113756388426": 96, "982390284538269": 96, "02520776737947e": 96, "014633022248744965": 96, "858086610212922e": 96, "002532319398596883": 96, "9887337684631348": 96, "231979568838142e": 96, "008699454367160797": 96, "8187158022774383e": 96, "03564726561307907": 96, "954788088798523": 96, "343036850215867e": 96, "009289607405662537": 96, "00020158555707894266": 96, "006372362840920687": 96, "006019102409482002": 96, "9694945812225342": 96, "015214097686111927": 96, "002899901708588004": 96, "0004039364866912365": 96, "00012730166781693697": 96, "987038791179657": 96, "007135333959013224": 96, "005294707603752613": 96, "06964848190546036": 96, "0014777459437027574": 96, "9276643395423889": 96, "0003031621454283595": 96, "0009063396137207747": 96, "00028707628371194005": 96, "00010888021643040702": 96, "9992460012435913": 96, "00015473493840545416": 96, "0002033217460848391": 96, "563037691696081e": 96, "008058490231633186": 96, "00044566826545633376": 96, "937960684299469": 96, "05353058874607086": 96, "364063445587817e": 96, "00562260951846838": 96, "00012077406427124515": 96, "9897090792655945": 96, "004547217860817909": 96, "564737981942017e": 96, "016690678894519806": 96, "001258736359886825": 96, "9766013622283936": 96, "005440687295049429": 96, "4481674952548929e": 96, "01861923187971115": 96, "0008914825739338994": 96, "9674761295318604": 96, "012998746708035469": 96, "691116141155362e": 96, "0007601747056469321": 96, "0005019629606977105": 96, "039504989981651306": 96, "9591660499572754": 96, "0001652583305258304": 96, "0002614929690025747": 96, "020374108105897903": 96, "029394468292593956": 96, "9498046040534973": 96, "00016299057460855693": 96, "004782819654792547": 96, "002861740067601204": 96, "12280157208442688": 96, "8693908452987671": 96, "0001731760276015848": 96, "304211274255067e": 96, "03286275267601013": 96, "010648751631379128": 96, "9562522172927856": 96, "999900221824646": 97, "645313209854066e": 97, "3387104445428122e": 97, "9999704360961914": 97, "4465465685352683e": 97, "071506166132167e": 97, "9999785423278809": 97, "512719154561637e": 97, "292278612818336e": 97, "919455750496127e": 97, "9999444484710693": 97, "3647335082350764e": 97, "0555699191172607e": 97, "9999880790710449": 97, "3210242286731955e": 97, "7451418898417614e": 97, "9999822378158569": 97, "2084267331811134e": 97, "7460413321023225e": 97, "1532473820352607e": 97, "9999996423721313": 97, "0316136922483565e": 97, "840229633236049e": 97, "9999998807907104": [97, 98], "736660568800289e": 97, "199210472208506e": 97, "9999992847442627": 97, "r15": 98, "r18": 98, "sankaku": 98, "mobilenetv3_v1_pruned_ls0": 98, "caformer_s36_plu": [98, 102], "5863172936624323e": 98, "480062353375615e": 98, "9924363493919373": 98, "007255776319652796": 98, "0003077814180869609": 98, "996969997882843": 98, "0030054834205657244": 98, "4601260520284995e": 98, "9966891407966614": 98, "003293127752840519": 98, "770909148035571e": 98, "00025384966284036636": 98, "9996721744537354": 98, "399192691082135e": 98, "973351603141055e": 98, "9998563528060913": 98, "391309580067173e": 98, "0018681309884414077": 98, "9827859997749329": 98, "015345841646194458": 98, "013710384257137775": 98, "8339558839797974": 98, "15233369171619415": 98, "951323833462084e": 98, "00029566374723799527": 98, "9997004270553589": 98, "00018434497178532183": 98, "568440272123553e": 98, "9997699856758118": 98, "11225129129889e": 98, "051862899563275e": 98, "9999485015869141": 98, "902020231791539e": 98, "0005639699520543218": 98, "9994290471076965": 98, "anime_real_cl": 99, "4_dist": 99, "9999716281890869": 99, "8398366339388303e": 99, "9992202520370483": 99, "0007797438884153962": 99, "9999709129333496": 99, "905452492996119e": 99, "9999765157699585": 99, "3499671442550607e": 99, "9994087219238281": 99, "0005913018831051886": 99, "9999759197235107": 99, "4061362637439743e": 99, "9999052286148071": 99, "475799015490338e": 99, "403173675702419e": 99, "5848207794988411e": 99, "0010207017185166478": 99, "9989792704582214": 99, "2124368115328252e": 99, "9999977350234985": 99, "6512358342879452e": 99, "9999834299087524": 99, "359853614412714e": 99, "9999936819076538": 99, "600314317329321e": 99, "9999840259552002": 99, "5589323083986528e": 99, "9999843835830688": 99, "5513256585109048e": 99, "9999845027923584": 99, "pollut": 100, "shit": 100, "checker": 100, "mobilenet": 100, "v2": 100, "max_batch_s": 100, "1970": 101, "1980": 101, "1990": 101, "2000": 101, "2010": 101, "2015": 101, "2020": 101, "ag": 101, "9805465340614319": 101, "761269782553427e": 101, "0005044879508204758": 101, "01569165475666523": 101, "002850610064342618": 101, "00037849770160391927": 101, "9434612113400362e": 101, "053497342392802e": 101, "9992554783821106": 101, "0006490182713605464": 101, "8857468805654207e": 101, "317252262353577e": 101, "314484721769986e": 101, "0750001138148946e": 101, "706833609205205e": 101, "00034479793976061046": 101, "9995512366294861": 101, "391363472677767e": 101, "4607510820496827e": 101, "0679690351244062e": 101, "661913514311891e": 101, "757471131393686e": 101, "0744897230761126e": 101, "76177470368566e": 101, "9996387958526611": 101, "160279296338558e": 101, "00013228354509919882": 101, "1361367038916796e": 101, "464057489414699e": 101, "2412899599876255e": 101, "703883653040975e": 101, "127358498517424e": 101, "9973921775817871": 101, "0022309015039354563": 101, "00018872201326303184": 101, "780902943617548e": 101, "422096920578042e": 101, "638929097680375e": 101, "152203023797483e": 101, "00028818511054851115": 101, "9996094107627869": 101, "58777353237383e": 101, "9200742826797068e": 101, "00017117452807724476": 101, "518441947875544e": 101, "885544381570071e": 101, "4389253010449465e": 101, "1696006772108376e": 101, "9996393918991089": 101, "contenti": 102, "safe_teen": 102, "non_teen": 102, "caformer_s36_v0": 102, "9998493194580078": 102, "0378791052498855e": 102, "00012023092131130397": 102, "9790042638778687": 102, "0017522255657240748": 102, "01924353837966919": 102, "9998124241828918": 102, "19778298237361e": 102, "0001456339523429051": 102, "0008521362324245274": 102, "9989691972732544": 102, "00017870066221803427": 102, "0992944781901315e": 102, "9994398951530457": 102, "0004991036257706583": 102, "2035720727872103e": 102, "9994019269943237": 102, "0005460577667690814": 102, "0478151529678144e": 102, "524079147609882e": 102, "999934196472168": 102, "786742884898558e": 102, "653994154883549e": 102, "9998156428337097": 102, "0001218809193233028": 102, "00013706681784242392": 102, "9997410178184509": 102, "jpeg_trunc": 103, "2216614_truncat": 103, "imagefil": 103, "load_truncated_imag": 103, "ascii": 104, "metric": 104, "list_det_model": 104, "list_rec_model": 104, "sd": 104, "tag": 104, "platform": [105, 106], "shutil": [105, 106], "cpuinfo": [105, 106], "psutil": [105, 106], "hbutil": [105, 106], "size_to_bytes_str": [105, 106], "python_implement": [105, 106], "python_vers": [105, 106], "brand": [105, 106], "get_cpu_info": [105, 106], "brand_raw": [105, 106], "cpu_count": [105, 106], "freq": [105, 106], "cpu_freq": [105, 106], "mhz": [105, 106], "virtual_memori": [105, 106], "precis": [105, 106], "ye": [105, 106], "nvidia": [105, 106], "smi": [105, 106], "1021": [105, 106], "azur": [105, 106], "x86_64": [105, 106], "glibc2": [105, 106], "cpython": [105, 106], "amd": [105, 106], "epyc": [105, 106], "7763": [105, 106], "3220": 105, "4015000000004": 105, "615": [105, 106], "gib": [105, 106], "deploi": [105, 106], "action": [105, 106], "3148": 106, "1705": 106, "imgutil": 107, "pypi": 107, "simpli": 107, "newest": 107, "git": 107, "script": 107, "__name__": 107, "__main__": 107, "narugo1992": 107, "still": 107, "out": 107, "io": 107, "html": 107, "faq": 108}, "objects": {"imgutils": [[1, 0, 0, "-", "ascii"], [2, 0, 0, "-", "config"], [8, 0, 0, "-", "data"], [17, 0, 0, "-", "detect"], [24, 0, 0, "-", "edge"], [30, 0, 0, "-", "generic"], [34, 0, 0, "-", "metadata"], [39, 0, 0, "-", "metrics"], [43, 0, 0, "-", "ocr"], [47, 0, 0, "-", "operate"], [51, 0, 0, "-", "pose"], [54, 0, 0, "-", "preprocess"], [59, 0, 0, "-", "resource"], [61, 0, 0, "-", "restore"], [64, 0, 0, "-", "sd"], [68, 0, 0, "-", "segment"], [75, 0, 0, "-", "tagging"], [82, 0, 0, "-", "upscale"], [85, 0, 0, "-", "utils"], [94, 0, 0, "-", "validate"]], "imgutils.ascii": [[0, 0, 0, "-", "drawing"]], "imgutils.ascii.drawing": [[0, 1, 1, "", "ascii_drawing"]], "imgutils.config": [[3, 0, 0, "-", "meta"]], "imgutils.config.meta": [[3, 2, 1, "", "__AUTHOR_EMAIL__"], [3, 2, 1, "", "__AUTHOR__"], [3, 2, 1, "", "__DESCRIPTION__"], [3, 2, 1, "", "__TITLE__"], [3, 2, 1, "", "__VERSION__"]], "imgutils.data": [[4, 0, 0, "-", "background"], [5, 0, 0, "-", "decode"], [6, 0, 0, "-", "encode"], [7, 0, 0, "-", "image"], [9, 0, 0, "-", "layer"]], "imgutils.data.background": [[4, 1, 1, "", "grid_background"], [4, 1, 1, "", "grid_transparent"]], "imgutils.data.decode": [[5, 1, 1, "", "rgb_decode"]], "imgutils.data.encode": [[6, 1, 1, "", "rgb_encode"]], "imgutils.data.image": [[7, 1, 1, "", "has_alpha_channel"], [7, 1, 1, "", "load_image"], [7, 1, 1, "", "load_images"]], "imgutils.data.layer": [[9, 1, 1, "", "istack"]], "imgutils.detect": [[10, 0, 0, "-", "booru_yolo"], [11, 0, 0, "-", "censor"], [12, 0, 0, "-", "eye"], [13, 0, 0, "-", "face"], [14, 0, 0, "-", "halfbody"], [15, 0, 0, "-", "hand"], [16, 0, 0, "-", "head"], [18, 0, 0, "-", "nudenet"], [19, 0, 0, "-", "person"], [20, 0, 0, "-", "similarity"], [21, 0, 0, "-", "text"], [22, 0, 0, "-", "visual"]], "imgutils.detect.booru_yolo": [[10, 1, 1, "", "detect_with_booru_yolo"]], "imgutils.detect.censor": [[11, 1, 1, "", "detect_censors"]], "imgutils.detect.eye": [[12, 1, 1, "", "detect_eyes"]], "imgutils.detect.face": [[13, 1, 1, "", "detect_faces"]], "imgutils.detect.halfbody": [[14, 1, 1, "", "detect_halfbody"]], "imgutils.detect.hand": [[15, 1, 1, "", "detect_hands"]], "imgutils.detect.head": [[16, 1, 1, "", "detect_heads"]], "imgutils.detect.nudenet": [[18, 1, 1, "", "detect_with_nudenet"]], "imgutils.detect.person": [[19, 1, 1, "", "detect_person"]], "imgutils.detect.similarity": [[20, 1, 1, "", "bboxes_similarity"], [20, 1, 1, "", "calculate_iou"], [20, 1, 1, "", "detection_similarity"]], "imgutils.detect.text": [[21, 1, 1, "", "detect_text"]], "imgutils.detect.visual": [[22, 1, 1, "", "detection_visualize"]], "imgutils.edge": [[23, 0, 0, "-", "canny"], [25, 0, 0, "-", "lineart"], [26, 0, 0, "-", "lineart_anime"]], "imgutils.edge.canny": [[23, 1, 1, "", "edge_image_with_canny"], [23, 1, 1, "", "get_edge_by_canny"]], "imgutils.edge.lineart": [[25, 1, 1, "", "edge_image_with_lineart"], [25, 1, 1, "", "get_edge_by_lineart"]], "imgutils.edge.lineart_anime": [[26, 1, 1, "", "edge_image_with_lineart_anime"], [26, 1, 1, "", "get_edge_by_lineart_anime"]], "imgutils.generic": [[27, 0, 0, "-", "classify"], [28, 0, 0, "-", "clip"], [29, 0, 0, "-", "enhance"], [31, 0, 0, "-", "siglip"], [32, 0, 0, "-", "yolo"]], "imgutils.generic.classify": [[27, 3, 1, "", "ClassifyModel"], [27, 1, 1, "", "classify_predict"], [27, 1, 1, "", "classify_predict_fmt"], [27, 1, 1, "", "classify_predict_score"]], "imgutils.generic.classify.ClassifyModel": [[27, 4, 1, "", "__init__"], [27, 4, 1, "", "clear"], [27, 4, 1, "", "launch_demo"], [27, 4, 1, "", "make_ui"], [27, 4, 1, "", "predict"], [27, 4, 1, "", "predict_fmt"], [27, 4, 1, "", "predict_score"]], "imgutils.generic.clip": [[28, 3, 1, "", "CLIPModel"], [28, 1, 1, "", "clip_image_encode"], [28, 1, 1, "", "clip_predict"], [28, 1, 1, "", "clip_text_encode"]], "imgutils.generic.clip.CLIPModel": [[28, 4, 1, "", "__init__"], [28, 4, 1, "", "clear"], [28, 4, 1, "", "image_encode"], [28, 4, 1, "", "launch_demo"], [28, 4, 1, "", "make_ui"], [28, 4, 1, "", "predict"], [28, 4, 1, "", "text_encode"]], "imgutils.generic.enhance": [[29, 3, 1, "", "ImageEnhancer"]], "imgutils.generic.enhance.ImageEnhancer": [[29, 4, 1, "", "__init__"], [29, 4, 1, "", "process"]], "imgutils.generic.siglip": [[31, 3, 1, "", "SigLIPModel"], [31, 1, 1, "", "siglip_image_encode"], [31, 1, 1, "", "siglip_predict"], [31, 1, 1, "", "siglip_text_encode"]], "imgutils.generic.siglip.SigLIPModel": [[31, 4, 1, "", "__init__"], [31, 4, 1, "", "clear"], [31, 4, 1, "", "image_encode"], [31, 4, 1, "", "launch_demo"], [31, 4, 1, "", "make_ui"], [31, 4, 1, "", "predict"], [31, 4, 1, "", "text_encode"]], "imgutils.generic.yolo": [[32, 3, 1, "", "YOLOModel"], [32, 1, 1, "", "yolo_predict"]], "imgutils.generic.yolo.YOLOModel": [[32, 4, 1, "", "__init__"], [32, 4, 1, "", "clear"], [32, 4, 1, "", "launch_demo"], [32, 4, 1, "", "make_ui"], [32, 4, 1, "", "predict"]], "imgutils.metadata": [[33, 0, 0, "-", "geninfo"], [35, 0, 0, "-", "lsb"]], "imgutils.metadata.geninfo": [[33, 1, 1, "", "read_geninfo_exif"], [33, 1, 1, "", "read_geninfo_gif"], [33, 1, 1, "", "read_geninfo_parameters"], [33, 1, 1, "", "write_geninfo_exif"], [33, 1, 1, "", "write_geninfo_gif"], [33, 1, 1, "", "write_geninfo_parameters"]], "imgutils.metadata.lsb": [[35, 3, 1, "", "ImageLsbDataExtractor"], [35, 3, 1, "", "LSBExtractor"], [35, 3, 1, "", "LSBReadError"], [35, 1, 1, "", "inject_data"], [35, 1, 1, "", "read_lsb_metadata"], [35, 1, 1, "", "read_lsb_raw_bytes"], [35, 1, 1, "", "serialize_json"], [35, 1, 1, "", "serialize_pnginfo"], [35, 1, 1, "", "write_lsb_metadata"], [35, 1, 1, "", "write_lsb_raw_bytes"]], "imgutils.metadata.lsb.ImageLsbDataExtractor": [[35, 4, 1, "", "__init__"], [35, 4, 1, "", "extract_data"]], "imgutils.metadata.lsb.LSBExtractor": [[35, 4, 1, "", "__init__"], [35, 4, 1, "", "get_next_n_bytes"], [35, 4, 1, "", "get_one_byte"], [35, 4, 1, "", "read_32bit_integer"]], "imgutils.metrics": [[36, 0, 0, "-", "aesthetic"], [37, 0, 0, "-", "ccip"], [38, 0, 0, "-", "dbaesthetic"], [40, 0, 0, "-", "laplacian"], [41, 0, 0, "-", "lpips"], [42, 0, 0, "-", "psnr_"]], "imgutils.metrics.aesthetic": [[36, 1, 1, "", "get_aesthetic_score"]], "imgutils.metrics.ccip": [[37, 1, 1, "", "ccip_batch_differences"], [37, 1, 1, "", "ccip_batch_extract_features"], [37, 1, 1, "", "ccip_batch_same"], [37, 1, 1, "", "ccip_clustering"], [37, 1, 1, "", "ccip_default_clustering_params"], [37, 1, 1, "", "ccip_default_threshold"], [37, 1, 1, "", "ccip_difference"], [37, 1, 1, "", "ccip_extract_feature"], [37, 1, 1, "", "ccip_merge"], [37, 1, 1, "", "ccip_same"]], "imgutils.metrics.dbaesthetic": [[38, 1, 1, "", "anime_dbaesthetic"]], "imgutils.metrics.laplacian": [[40, 1, 1, "", "laplacian_score"]], "imgutils.metrics.lpips": [[41, 1, 1, "", "lpips_clustering"], [41, 1, 1, "", "lpips_difference"], [41, 1, 1, "", "lpips_extract_feature"]], "imgutils.metrics.psnr_": [[42, 1, 1, "", "psnr"]], "imgutils.ocr": [[43, 1, 1, "", "detect_text_with_ocr"], [43, 1, 1, "", "list_det_models"], [43, 1, 1, "", "list_rec_models"], [43, 1, 1, "", "ocr"]], "imgutils.operate": [[44, 0, 0, "-", "align"], [45, 0, 0, "-", "censor_"], [46, 0, 0, "-", "imgcensor"], [48, 0, 0, "-", "squeeze"]], "imgutils.operate.align": [[44, 1, 1, "", "align_maxsize"]], "imgutils.operate.censor_": [[45, 3, 1, "", "BaseCensor"], [45, 3, 1, "", "BlurCensor"], [45, 3, 1, "", "ColorCensor"], [45, 3, 1, "", "PixelateCensor"], [45, 1, 1, "", "censor_areas"], [45, 1, 1, "", "censor_nsfw"], [45, 1, 1, "", "register_censor_method"]], "imgutils.operate.censor_.BaseCensor": [[45, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.BlurCensor": [[45, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.ColorCensor": [[45, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.PixelateCensor": [[45, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor": [[46, 3, 1, "", "EmojiBasedCensor"], [46, 3, 1, "", "ImageBasedCensor"], [46, 3, 1, "", "SingleImage"]], "imgutils.operate.imgcensor.EmojiBasedCensor": [[46, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor.ImageBasedCensor": [[46, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor.SingleImage": [[46, 4, 1, "", "__init__"], [46, 4, 1, "", "find_for_area"], [46, 5, 1, "", "height"], [46, 5, 1, "", "width"]], "imgutils.operate.squeeze": [[48, 1, 1, "", "squeeze"], [48, 1, 1, "", "squeeze_with_transparency"]], "imgutils.pose": [[49, 0, 0, "-", "dwpose"], [50, 0, 0, "-", "format"], [52, 0, 0, "-", "visual"]], "imgutils.pose.dwpose": [[49, 1, 1, "", "dwpose_estimate"]], "imgutils.pose.format": [[50, 3, 1, "", "OP18KeyPointSet"], [50, 2, 1, "", "OP18_BODY_MAX"], [50, 2, 1, "", "OP18_BODY_MIN"], [50, 2, 1, "", "OP18_FACE_MAX"], [50, 2, 1, "", "OP18_FACE_MIN"], [50, 2, 1, "", "OP18_LEFT_FOOT_MAX"], [50, 2, 1, "", "OP18_LEFT_FOOT_MIN"], [50, 2, 1, "", "OP18_LEFT_HAND_MAX"], [50, 2, 1, "", "OP18_LEFT_HAND_MIN"], [50, 2, 1, "", "OP18_RIGHT_FOOT_MAX"], [50, 2, 1, "", "OP18_RIGHT_FOOT_MIN"], [50, 2, 1, "", "OP18_RIGHT_HAND_MAX"], [50, 2, 1, "", "OP18_RIGHT_HAND_MIN"], [50, 6, 1, "", "OpenPose18"]], "imgutils.pose.format.OP18KeyPointSet": [[50, 4, 1, "", "__init__"], [50, 4, 1, "", "__mul__"], [50, 4, 1, "", "__truediv__"], [50, 5, 1, "", "body"], [50, 5, 1, "", "face"], [50, 5, 1, "", "left_foot"], [50, 5, 1, "", "left_hand"], [50, 5, 1, "", "right_foot"], [50, 5, 1, "", "right_hand"]], "imgutils.pose.format.OpenPose18": [[50, 7, 1, "", "LEFT_ANKLE"], [50, 7, 1, "", "LEFT_BIG_TOE"], [50, 7, 1, "", "LEFT_EAR"], [50, 7, 1, "", "LEFT_ELBOW"], [50, 7, 1, "", "LEFT_EYE"], [50, 7, 1, "", "LEFT_HEEL"], [50, 7, 1, "", "LEFT_HIP"], [50, 7, 1, "", "LEFT_KNEE"], [50, 7, 1, "", "LEFT_SHOULDER"], [50, 7, 1, "", "LEFT_SMALL_TOE"], [50, 7, 1, "", "LEFT_WRIST"], [50, 7, 1, "", "NECK"], [50, 7, 1, "", "NOSE"], [50, 7, 1, "", "RIGHT_ANKLE"], [50, 7, 1, "", "RIGHT_BIG_TOE"], [50, 7, 1, "", "RIGHT_EAR"], [50, 7, 1, "", "RIGHT_ELBOW"], [50, 7, 1, "", "RIGHT_EYE"], [50, 7, 1, "", "RIGHT_HEEL"], [50, 7, 1, "", "RIGHT_HIP"], [50, 7, 1, "", "RIGHT_KNEE"], [50, 7, 1, "", "RIGHT_SHOULDER"], [50, 7, 1, "", "RIGHT_SMALL_TOE"], [50, 7, 1, "", "RIGHT_WRIST"]], "imgutils.pose.visual": [[52, 1, 1, "", "op18_visualize"]], "imgutils.preprocess": [[53, 0, 0, "-", "base"], [55, 0, 0, "-", "pillow"], [56, 0, 0, "-", "torchvision"], [57, 0, 0, "-", "transformers"]], "imgutils.preprocess.base": [[53, 3, 1, "", "NotParseTarget"]], "imgutils.preprocess.pillow": [[55, 1, 1, "", "create_pillow_transforms"], [55, 1, 1, "", "parse_pillow_transforms"], [55, 1, 1, "", "register_pillow_parse"], [55, 1, 1, "", "register_pillow_transform"]], "imgutils.preprocess.torchvision": [[56, 1, 1, "", "create_torchvision_transforms"], [56, 1, 1, "", "parse_torchvision_transforms"], [56, 1, 1, "", "register_torchvision_parse"], [56, 1, 1, "", "register_torchvision_transform"]], "imgutils.preprocess.transformers": [[57, 3, 1, "", "NotProcessorTypeError"], [57, 1, 1, "", "convert_to_size_dict"], [57, 1, 1, "", "create_bit_transforms"], [57, 1, 1, "", "create_blip_transforms"], [57, 1, 1, "", "create_clip_transforms"], [57, 1, 1, "", "create_convnext_transforms"], [57, 1, 1, "", "create_mobilenetv2_transforms"], [57, 1, 1, "", "create_siglip_transforms"], [57, 1, 1, "", "create_transforms_from_bit_processor"], [57, 1, 1, "", "create_transforms_from_blip_processor"], [57, 1, 1, "", "create_transforms_from_clip_processor"], [57, 1, 1, "", "create_transforms_from_convnext_processor"], [57, 1, 1, "", "create_transforms_from_mobilenetv2_processor"], [57, 1, 1, "", "create_transforms_from_siglip_processor"], [57, 1, 1, "", "create_transforms_from_transformers"], [57, 1, 1, "", "create_transforms_from_vit_processor"], [57, 1, 1, "", "create_vit_transforms"], [57, 1, 1, "", "get_size_dict"], [57, 1, 1, "", "is_valid_size_dict"], [57, 1, 1, "", "register_creators_for_transformers"]], "imgutils.resource": [[58, 0, 0, "-", "background"]], "imgutils.resource.background": [[58, 3, 1, "", "BackgroundImageSet"], [58, 1, 1, "", "get_bg_image"], [58, 1, 1, "", "get_bg_image_file"], [58, 1, 1, "", "list_bg_image_files"], [58, 1, 1, "", "random_bg_image"], [58, 1, 1, "", "random_bg_image_file"]], "imgutils.resource.background.BackgroundImageSet": [[58, 4, 1, "", "__init__"], [58, 4, 1, "", "get_image"], [58, 4, 1, "", "get_image_file"], [58, 4, 1, "", "list_image_files"], [58, 4, 1, "", "random_image"], [58, 4, 1, "", "random_image_file"]], "imgutils.restore": [[60, 0, 0, "-", "adversarial"], [62, 0, 0, "-", "nafnet"], [63, 0, 0, "-", "scunet"]], "imgutils.restore.adversarial": [[60, 1, 1, "", "remove_adversarial_noise"]], "imgutils.restore.nafnet": [[62, 1, 1, "", "restore_with_nafnet"]], "imgutils.restore.scunet": [[63, 1, 1, "", "restore_with_scunet"]], "imgutils.sd": [[65, 0, 0, "-", "metadata"], [66, 0, 0, "-", "model"], [67, 0, 0, "-", "nai"]], "imgutils.sd.metadata": [[65, 3, 1, "", "SDMetaData"], [65, 1, 1, "", "get_sdmeta_from_image"], [65, 1, 1, "", "parse_sdmeta_from_text"], [65, 1, 1, "", "save_image_with_sdmeta"]], "imgutils.sd.metadata.SDMetaData": [[65, 4, 1, "", "__str__"], [65, 5, 1, "", "pnginfo"], [65, 5, 1, "", "text"]], "imgutils.sd.model": [[66, 1, 1, "", "read_metadata"], [66, 1, 1, "", "save_with_metadata"]], "imgutils.sd.nai": [[67, 3, 1, "", "NAIMetaData"], [67, 3, 1, "", "NAIMetadata"], [67, 1, 1, "", "add_naimeta_to_image"], [67, 1, 1, "", "get_naimeta_from_image"], [67, 1, 1, "", "save_image_with_naimeta"]], "imgutils.sd.nai.NAIMetaData": [[67, 4, 1, "", "__init__"], [67, 5, 1, "", "pnginfo"]], "imgutils.segment": [[69, 0, 0, "-", "isnetis"]], "imgutils.segment.isnetis": [[69, 1, 1, "", "get_isnetis_mask"], [69, 1, 1, "", "segment_rgba_with_isnetis"], [69, 1, 1, "", "segment_with_isnetis"]], "imgutils.tagging": [[70, 0, 0, "-", "blacklist"], [71, 0, 0, "-", "character"], [72, 0, 0, "-", "deepdanbooru"], [73, 0, 0, "-", "deepgelbooru"], [74, 0, 0, "-", "format"], [76, 0, 0, "-", "match"], [77, 0, 0, "-", "mldanbooru"], [78, 0, 0, "-", "order"], [79, 0, 0, "-", "overlap"], [80, 0, 0, "-", "wd14"]], "imgutils.tagging.blacklist": [[70, 1, 1, "", "drop_blacklisted_tags"], [70, 1, 1, "", "is_blacklisted"]], "imgutils.tagging.character": [[71, 2, 1, "", "CHAR_PREFIXES"], [71, 2, 1, "", "CHAR_SUFFIXES"], [71, 2, 1, "", "CHAR_WHITELIST_PREFIX"], [71, 2, 1, "", "CHAR_WHITELIST_SUFFIX"], [71, 2, 1, "", "CHAR_WHITELIST_WORD"], [71, 3, 1, "", "CharacterTagPool"], [71, 1, 1, "", "drop_basic_character_tags"], [71, 1, 1, "", "is_basic_character_tag"]], "imgutils.tagging.character.CharacterTagPool": [[71, 4, 1, "", "__init__"], [71, 4, 1, "", "drop_basic_character_tags"], [71, 4, 1, "", "is_basic_character_tag"]], "imgutils.tagging.deepdanbooru": [[72, 1, 1, "", "get_deepdanbooru_tags"]], "imgutils.tagging.deepgelbooru": [[73, 1, 1, "", "get_deepgelbooru_tags"]], "imgutils.tagging.format": [[74, 1, 1, "", "add_underline"], [74, 1, 1, "", "remove_underline"], [74, 1, 1, "", "tags_to_text"]], "imgutils.tagging.match": [[76, 1, 1, "", "tag_match_full"], [76, 1, 1, "", "tag_match_prefix"], [76, 1, 1, "", "tag_match_suffix"]], "imgutils.tagging.mldanbooru": [[77, 1, 1, "", "get_mldanbooru_tags"]], "imgutils.tagging.order": [[78, 1, 1, "", "sort_tags"]], "imgutils.tagging.overlap": [[79, 1, 1, "", "drop_overlap_tags"]], "imgutils.tagging.wd14": [[80, 1, 1, "", "convert_wd14_emb_to_prediction"], [80, 1, 1, "", "denormalize_wd14_emb"], [80, 1, 1, "", "get_wd14_tags"]], "imgutils.upscale": [[81, 0, 0, "-", "cdc"]], "imgutils.upscale.cdc": [[81, 1, 1, "", "upscale_with_cdc"]], "imgutils.utils": [[83, 0, 0, "-", "cache"], [84, 0, 0, "-", "func"], [86, 0, 0, "-", "onnxruntime"]], "imgutils.utils.cache": [[83, 1, 1, "", "ts_lru_cache"]], "imgutils.utils.func": [[84, 1, 1, "", "sigmoid"]], "imgutils.utils.onnxruntime": [[86, 1, 1, "", "get_onnx_provider"], [86, 1, 1, "", "open_onnx_model"]], "imgutils.validate": [[87, 0, 0, "-", "aicheck"], [88, 0, 0, "-", "bangumi_char"], [89, 0, 0, "-", "classify"], [90, 0, 0, "-", "color"], [91, 0, 0, "-", "completeness"], [92, 0, 0, "-", "dbrating"], [93, 0, 0, "-", "furry"], [95, 0, 0, "-", "monochrome"], [96, 0, 0, "-", "nsfw"], [97, 0, 0, "-", "portrait"], [98, 0, 0, "-", "rating"], [99, 0, 0, "-", "real"], [100, 0, 0, "-", "safe"], [101, 0, 0, "-", "style_age"], [102, 0, 0, "-", "teen"], [103, 0, 0, "-", "truncate"]], "imgutils.validate.aicheck": [[87, 1, 1, "", "get_ai_created_score"], [87, 1, 1, "", "is_ai_created"]], "imgutils.validate.bangumi_char": [[88, 1, 1, "", "anime_bangumi_char"], [88, 1, 1, "", "anime_bangumi_char_score"]], "imgutils.validate.classify": [[89, 1, 1, "", "anime_classify"], [89, 1, 1, "", "anime_classify_score"]], "imgutils.validate.color": [[90, 1, 1, "", "is_greyscale"]], "imgutils.validate.completeness": [[91, 1, 1, "", "anime_completeness"], [91, 1, 1, "", "anime_completeness_score"]], "imgutils.validate.dbrating": [[92, 1, 1, "", "anime_dbrating"], [92, 1, 1, "", "anime_dbrating_score"]], "imgutils.validate.furry": [[93, 1, 1, "", "anime_furry"], [93, 1, 1, "", "anime_furry_score"]], "imgutils.validate.monochrome": [[95, 1, 1, "", "get_monochrome_score"], [95, 1, 1, "", "is_monochrome"]], "imgutils.validate.nsfw": [[96, 1, 1, "", "nsfw_pred"], [96, 1, 1, "", "nsfw_pred_score"]], "imgutils.validate.portrait": [[97, 1, 1, "", "anime_portrait"], [97, 1, 1, "", "anime_portrait_score"]], "imgutils.validate.rating": [[98, 1, 1, "", "anime_rating"], [98, 1, 1, "", "anime_rating_score"]], "imgutils.validate.real": [[99, 1, 1, "", "anime_real"], [99, 1, 1, "", "anime_real_score"]], "imgutils.validate.safe": [[100, 1, 1, "", "safe_check"], [100, 1, 1, "", "safe_check_score"]], "imgutils.validate.style_age": [[101, 1, 1, "", "anime_style_age"], [101, 1, 1, "", "anime_style_age_score"]], "imgutils.validate.teen": [[102, 1, 1, "", "anime_teen"], [102, 1, 1, "", "anime_teen_score"]], "imgutils.validate.truncate": [[103, 1, 1, "", "is_truncated_file"]]}, "objtypes": {"0": "py:module", "1": "py:function", "2": "py:data", "3": "py:class", "4": "py:method", "5": "py:property", "6": "py:enum", "7": "py:attribute"}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "function", "Python function"], "2": ["py", "data", "Python data"], "3": ["py", "class", "Python class"], "4": ["py", "method", "Python method"], "5": ["py", "property", "Python property"], "6": ["py", "enum", "Python enum"], "7": ["py", "attribute", "Python attribute"]}, "titleterms": {"imgutil": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104], "ascii": [0, 1], "draw": 0, "ascii_draw": 0, "config": [2, 3], "meta": 3, "__title__": 3, "__version__": 3, "__description__": 3, "__author__": 3, "__author_email__": 3, "data": [4, 5, 6, 7, 8, 9], "background": [4, 58], "grid_background": 4, "grid_transpar": 4, "decod": 5, "rgb_decod": 5, "encod": 6, "rgb_encod": 6, "imag": 7, "load_imag": 7, "has_alpha_channel": 7, "layer": 9, "istack": 9, "detect": [10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22], "booru_yolo": 10, "model": [10, 66], "label": 10, "descript": 10, "avail": 10, "pp": 10, "seri": 10, "AS": 10, "aa": 10, "detect_with_booru_yolo": 10, "censor": 11, "detect_censor": 11, "ey": 12, "detect_ey": 12, "face": 13, "detect_fac": 13, "halfbodi": 14, "detect_halfbodi": 14, "hand": 15, "detect_hand": 15, "head": 16, "detect_head": 16, "nudenet": 18, "detect_with_nudenet": 18, "person": 19, "detect_person": 19, "similar": 20, "calculate_i": 20, "bboxes_similar": 20, "detection_similar": 20, "text": 21, "detect_text": 21, "visual": [22, 52], "detection_visu": 22, "edg": [23, 24, 25, 26], "canni": 23, "get_edge_by_canni": 23, "edge_image_with_canni": 23, "lineart": 25, "get_edge_by_lineart": 25, "edge_image_with_lineart": 25, "lineart_anim": 26, "get_edge_by_lineart_anim": 26, "edge_image_with_lineart_anim": 26, "gener": [27, 28, 29, 30, 31, 32], "classifi": [27, 89], "classifymodel": 27, "classify_predict_scor": 27, "classify_predict": 27, "classify_predict_fmt": 27, "clip": 28, "clipmodel": 28, "clip_image_encod": 28, "clip_text_encod": 28, "clip_predict": 28, "enhanc": 29, "imageenhanc": 29, "siglip": 31, "siglipmodel": 31, "siglip_image_encod": 31, "siglip_text_encod": 31, "siglip_predict": 31, "yolo": 32, "yolomodel": 32, "yolo_predict": 32, "metadata": [33, 34, 35, 65], "geninfo": 33, "read_geninfo_paramet": 33, "read_geninfo_exif": 33, "read_geninfo_gif": 33, "write_geninfo_paramet": 33, "write_geninfo_exif": 33, "write_geninfo_gif": 33, "lsb": 35, "read_lsb_raw_byt": 35, "read_lsb_metadata": 35, "write_lsb_raw_byt": 35, "write_lsb_metadata": 35, "lsbreaderror": 35, "lsbextractor": 35, "imagelsbdataextractor": 35, "serialize_pnginfo": 35, "serialize_json": 35, "inject_data": 35, "metric": [36, 37, 38, 39, 40, 41, 42], "aesthet": 36, "get_aesthetic_scor": 36, "ccip": 37, "ccip_extract_featur": 37, "ccip_batch_extract_featur": 37, "ccip_default_threshold": 37, "ccip_differ": 37, "ccip_sam": 37, "ccip_batch_differ": 37, "ccip_batch_sam": 37, "ccip_default_clustering_param": 37, "ccip_clust": 37, "ccip_merg": 37, "dbaesthet": 38, "anime_dbaesthet": 38, "laplacian": 40, "laplacian_scor": 40, "lpip": 41, "lpips_extract_featur": 41, "lpips_differ": 41, "lpips_clust": 41, "psnr_": 42, "psnr": 42, "ocr": 43, "detect_text_with_ocr": 43, "list_det_model": 43, "list_rec_model": 43, "oper": [44, 45, 46, 47, 48], "align": 44, "align_maxs": 44, "censor_": 45, "censor_area": 45, "censor_nsfw": 45, "basecensor": 45, "colorcensor": 45, "blurcensor": 45, "pixelatecensor": 45, "register_censor_method": 45, "imgcensor": 46, "imagebasedcensor": 46, "emojibasedcensor": 46, "singleimag": 46, "squeez": 48, "squeeze_with_transpar": 48, "pose": [49, 50, 51, 52], "dwpose": 49, "dwpose_estim": 49, "format": [50, 74], "op18keypointset": 50, "openpose18": 50, "op18_body_max": 50, "op18_body_min": 50, "op18_face_max": 50, "op18_face_min": 50, "op18_left_foot_max": 50, "op18_left_foot_min": 50, "op18_left_hand_max": 50, "op18_left_hand_min": 50, "op18_right_foot_max": 50, "op18_right_foot_min": 50, "op18_right_hand_max": 50, "op18_right_hand_min": 50, "op18_visu": 52, "preprocess": [53, 54, 55, 56, 57], "base": 53, "notparsetarget": 53, "pillow": 55, "register_pillow_transform": 55, "register_pillow_pars": 55, "create_pillow_transform": 55, "parse_pillow_transform": 55, "torchvis": 56, "register_torchvision_transform": 56, "register_torchvision_pars": 56, "create_torchvision_transform": 56, "parse_torchvision_transform": 56, "transform": 57, "register_creators_for_transform": 57, "notprocessortypeerror": 57, "create_transforms_from_transform": 57, "is_valid_size_dict": 57, "convert_to_size_dict": 57, "get_size_dict": 57, "create_clip_transform": 57, "create_transforms_from_clip_processor": 57, "create_convnext_transform": 57, "create_transforms_from_convnext_processor": 57, "create_vit_transform": 57, "create_transforms_from_vit_processor": 57, "create_siglip_transform": 57, "create_transforms_from_siglip_processor": 57, "create_bit_transform": 57, "create_transforms_from_bit_processor": 57, "create_blip_transform": 57, "create_transforms_from_blip_processor": 57, "create_mobilenetv2_transform": 57, "create_transforms_from_mobilenetv2_processor": 57, "resourc": [58, 59], "backgroundimageset": 58, "list_bg_image_fil": 58, "get_bg_image_fil": 58, "get_bg_imag": 58, "random_bg_image_fil": 58, "random_bg_imag": 58, "restor": [60, 61, 62, 63], "adversari": 60, "remove_adversarial_nois": 60, "nafnet": 62, "restore_with_nafnet": 62, "scunet": 63, "restore_with_scunet": 63, "sd": [64, 65, 66, 67], "sdmetadata": 65, "parse_sdmeta_from_text": 65, "get_sdmeta_from_imag": 65, "save_image_with_sdmeta": 65, "read_metadata": 66, "save_with_metadata": 66, "nai": 67, "naimetadata": 67, "get_naimeta_from_imag": 67, "add_naimeta_to_imag": 67, "save_image_with_naimeta": 67, "segment": [68, 69], "isneti": 69, "get_isnetis_mask": 69, "segment_with_isneti": 69, "segment_rgba_with_isneti": 69, "tag": [70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80], "blacklist": 70, "is_blacklist": 70, "drop_blacklisted_tag": 70, "charact": 71, "char_whitelist_suffix": 71, "char_whitelist_prefix": 71, "char_whitelist_word": 71, "char_suffix": 71, "char_prefix": 71, "charactertagpool": 71, "is_basic_character_tag": 71, "drop_basic_character_tag": 71, "deepdanbooru": 72, "get_deepdanbooru_tag": 72, "deepgelbooru": 73, "get_deepgelbooru_tag": 73, "add_underlin": 74, "remove_underlin": 74, "tags_to_text": 74, "match": 76, "tag_match_suffix": 76, "tag_match_prefix": 76, "tag_match_ful": 76, "mldanbooru": 77, "get_mldanbooru_tag": 77, "order": 78, "sort_tag": 78, "overlap": 79, "drop_overlap_tag": 79, "wd14": 80, "get_wd14_tag": 80, "convert_wd14_emb_to_predict": 80, "denormalize_wd14_emb": 80, "upscal": [81, 82], "cdc": 81, "upscale_with_cdc": 81, "util": [83, 84, 85, 86], "cach": 83, "ts_lru_cach": 83, "func": 84, "sigmoid": 84, "onnxruntim": 86, "get_onnx_provid": 86, "open_onnx_model": 86, "valid": [87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103], "aicheck": 87, "get_ai_created_scor": 87, "is_ai_cr": 87, "bangumi_char": 88, "anime_bangumi_char_scor": 88, "anime_bangumi_char": 88, "anime_classify_scor": 89, "anime_classifi": 89, "color": 90, "is_greyscal": 90, "complet": 91, "anime_completeness_scor": 91, "anime_complet": 91, "dbrate": 92, "anime_dbrating_scor": 92, "anime_dbr": 92, "furri": 93, "anime_furry_scor": 93, "anime_furri": 93, "monochrom": 95, "get_monochrome_scor": 95, "is_monochrom": 95, "nsfw": 96, "nsfw_pred_scor": 96, "nsfw_pred": 96, "portrait": 97, "anime_portrait_scor": 97, "anime_portrait": 97, "rate": 98, "anime_rating_scor": 98, "anime_r": [98, 99], "real": 99, "anime_real_scor": 99, "safe": 100, "safe_check_scor": 100, "safe_check": 100, "style_ag": 101, "anime_style_age_scor": 101, "anime_style_ag": 101, "teen": 102, "anime_teen_scor": 102, "anime_teen": 102, "truncat": 103, "is_truncated_fil": 103, "welcom": 104, "": 104, "document": 104, "overview": 104, "tutori": 104, "inform": [104, 105, 106], "api": 104, "run": [105, 106], "environ": [105, 106], "instal": 107, "quick": 108, "start": 108}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.viewcode": 1, "sphinx.ext.todo": 2, "nbsphinx": 4, "sphinx": 58}, "alltitles": {"imgutils.ascii.drawing": [[0, "module-imgutils.ascii.drawing"]], "ascii_drawing": [[0, "ascii-drawing"]], "imgutils.ascii": [[1, "module-imgutils.ascii"]], "imgutils.config": [[2, "module-imgutils.config"]], "imgutils.config.meta": [[3, "module-imgutils.config.meta"]], "__TITLE__": [[3, "title"]], "__VERSION__": [[3, "version"]], "__DESCRIPTION__": [[3, "description"]], "__AUTHOR__": [[3, "author"]], "__AUTHOR_EMAIL__": [[3, "author-email"]], "imgutils.data.background": [[4, "module-imgutils.data.background"]], "grid_background": [[4, "grid-background"]], "grid_transparent": [[4, "grid-transparent"]], "imgutils.data.decode": [[5, "module-imgutils.data.decode"]], "rgb_decode": [[5, "rgb-decode"]], "imgutils.data.encode": [[6, "module-imgutils.data.encode"]], "rgb_encode": [[6, "rgb-encode"]], "imgutils.data.image": [[7, "module-imgutils.data.image"]], "load_image": [[7, "load-image"]], "load_images": [[7, "load-images"]], "has_alpha_channel": [[7, "has-alpha-channel"]], "imgutils.data": [[8, "module-imgutils.data"]], "imgutils.data.layer": [[9, "module-imgutils.data.layer"]], "istack": [[9, "istack"]], "imgutils.detect.booru_yolo": [[10, "module-imgutils.detect.booru_yolo"]], "Model Labels and Descriptions": [[10, "id1"]], "Available Models (PP Series)": [[10, "id2"]], "Available Models (AS Series)": [[10, "id3"]], "Available Models (AA Series)": [[10, "id4"]], "detect_with_booru_yolo": [[10, "detect-with-booru-yolo"]], "imgutils.detect.censor": [[11, "module-imgutils.detect.censor"]], "detect_censors": [[11, "detect-censors"]], "imgutils.detect.eye": [[12, "module-imgutils.detect.eye"]], "detect_eyes": [[12, "detect-eyes"]], "imgutils.detect.face": [[13, "module-imgutils.detect.face"]], "detect_faces": [[13, "detect-faces"]], "imgutils.detect.halfbody": [[14, "module-imgutils.detect.halfbody"]], "detect_halfbody": [[14, "detect-halfbody"]], "imgutils.detect.hand": [[15, "module-imgutils.detect.hand"]], "detect_hands": [[15, "detect-hands"]], "imgutils.detect.head": [[16, "module-imgutils.detect.head"]], "detect_heads": [[16, "detect-heads"]], "imgutils.detect": [[17, "module-imgutils.detect"]], "imgutils.detect.nudenet": [[18, "module-imgutils.detect.nudenet"]], "detect_with_nudenet": [[18, "detect-with-nudenet"]], "imgutils.detect.person": [[19, "module-imgutils.detect.person"]], "detect_person": [[19, "detect-person"]], "imgutils.detect.similarity": [[20, "module-imgutils.detect.similarity"]], "calculate_iou": [[20, "calculate-iou"]], "bboxes_similarity": [[20, "bboxes-similarity"]], "detection_similarity": [[20, "detection-similarity"]], "imgutils.detect.text": [[21, "module-imgutils.detect.text"]], "detect_text": [[21, "detect-text"]], "imgutils.detect.visual": [[22, "module-imgutils.detect.visual"]], "detection_visualize": [[22, "detection-visualize"]], "imgutils.edge.canny": [[23, "module-imgutils.edge.canny"]], "get_edge_by_canny": [[23, "get-edge-by-canny"]], "edge_image_with_canny": [[23, "edge-image-with-canny"]], "imgutils.edge": [[24, "module-imgutils.edge"]], "imgutils.edge.lineart": [[25, "module-imgutils.edge.lineart"]], "get_edge_by_lineart": [[25, "get-edge-by-lineart"]], "edge_image_with_lineart": [[25, "edge-image-with-lineart"]], "imgutils.edge.lineart_anime": [[26, "module-imgutils.edge.lineart_anime"]], "get_edge_by_lineart_anime": [[26, "get-edge-by-lineart-anime"]], "edge_image_with_lineart_anime": [[26, "edge-image-with-lineart-anime"]], "imgutils.generic.classify": [[27, "module-imgutils.generic.classify"]], "ClassifyModel": [[27, "classifymodel"]], "classify_predict_score": [[27, "classify-predict-score"]], "classify_predict": [[27, "classify-predict"]], "classify_predict_fmt": [[27, "classify-predict-fmt"]], "imgutils.generic.clip": [[28, "module-imgutils.generic.clip"]], "CLIPModel": [[28, "clipmodel"]], "clip_image_encode": [[28, "clip-image-encode"]], "clip_text_encode": [[28, "clip-text-encode"]], "clip_predict": [[28, "clip-predict"]], "imgutils.generic.enhance": [[29, "module-imgutils.generic.enhance"]], "ImageEnhancer": [[29, "imageenhancer"]], "imgutils.generic": [[30, "module-imgutils.generic"]], "imgutils.generic.siglip": [[31, "module-imgutils.generic.siglip"]], "SigLIPModel": [[31, "siglipmodel"]], "siglip_image_encode": [[31, "siglip-image-encode"]], "siglip_text_encode": [[31, "siglip-text-encode"]], "siglip_predict": [[31, "siglip-predict"]], "imgutils.generic.yolo": [[32, "module-imgutils.generic.yolo"]], "YOLOModel": [[32, "yolomodel"]], "yolo_predict": [[32, "yolo-predict"]], "imgutils.metadata.geninfo": [[33, "module-imgutils.metadata.geninfo"]], "read_geninfo_parameters": [[33, "read-geninfo-parameters"]], "read_geninfo_exif": [[33, "read-geninfo-exif"]], "read_geninfo_gif": [[33, "read-geninfo-gif"]], "write_geninfo_parameters": [[33, "write-geninfo-parameters"]], "write_geninfo_exif": [[33, "write-geninfo-exif"]], "write_geninfo_gif": [[33, "write-geninfo-gif"]], "imgutils.metadata": [[34, "module-imgutils.metadata"]], "imgutils.metadata.lsb": [[35, "module-imgutils.metadata.lsb"]], "read_lsb_raw_bytes": [[35, "read-lsb-raw-bytes"]], "read_lsb_metadata": [[35, "read-lsb-metadata"]], "write_lsb_raw_bytes": [[35, "write-lsb-raw-bytes"]], "write_lsb_metadata": [[35, "write-lsb-metadata"]], "LSBReadError": [[35, "lsbreaderror"]], "LSBExtractor": [[35, "lsbextractor"]], "ImageLsbDataExtractor": [[35, "imagelsbdataextractor"]], "serialize_pnginfo": [[35, "serialize-pnginfo"]], "serialize_json": [[35, "serialize-json"]], "inject_data": [[35, "inject-data"]], "imgutils.metrics.aesthetic": [[36, "module-imgutils.metrics.aesthetic"]], "get_aesthetic_score": [[36, "get-aesthetic-score"]], "imgutils.metrics.ccip": [[37, "module-imgutils.metrics.ccip"]], "ccip_extract_feature": [[37, "ccip-extract-feature"]], "ccip_batch_extract_features": [[37, "ccip-batch-extract-features"]], "ccip_default_threshold": [[37, "ccip-default-threshold"]], "ccip_difference": [[37, "ccip-difference"]], "ccip_same": [[37, "ccip-same"]], "ccip_batch_differences": [[37, "ccip-batch-differences"]], "ccip_batch_same": [[37, "ccip-batch-same"]], "ccip_default_clustering_params": [[37, "ccip-default-clustering-params"]], "ccip_clustering": [[37, "ccip-clustering"]], "ccip_merge": [[37, "ccip-merge"]], "imgutils.metrics.dbaesthetic": [[38, "module-imgutils.metrics.dbaesthetic"]], "anime_dbaesthetic": [[38, "anime-dbaesthetic"]], "imgutils.metrics": [[39, "module-imgutils.metrics"]], "imgutils.metrics.laplacian": [[40, "module-imgutils.metrics.laplacian"]], "laplacian_score": [[40, "laplacian-score"]], "imgutils.metrics.lpips": [[41, "module-imgutils.metrics.lpips"]], "lpips_extract_feature": [[41, "lpips-extract-feature"]], "lpips_difference": [[41, "lpips-difference"]], "lpips_clustering": [[41, "lpips-clustering"]], "imgutils.metrics.psnr_": [[42, "module-imgutils.metrics.psnr_"]], "psnr": [[42, "id1"]], "imgutils.ocr": [[43, "module-imgutils.ocr"]], "detect_text_with_ocr": [[43, "detect-text-with-ocr"]], "ocr": [[43, "ocr"]], "list_det_models": [[43, "list-det-models"]], "list_rec_models": [[43, "list-rec-models"]], "imgutils.operate.align": [[44, "module-imgutils.operate.align"]], "align_maxsize": [[44, "align-maxsize"]], "imgutils.operate.censor_": [[45, "module-imgutils.operate.censor_"]], "censor_areas": [[45, "censor-areas"]], "censor_nsfw": [[45, "censor-nsfw"]], "BaseCensor": [[45, "basecensor"]], "ColorCensor": [[45, "colorcensor"]], "BlurCensor": [[45, "blurcensor"]], "PixelateCensor": [[45, "pixelatecensor"]], "register_censor_method": [[45, "register-censor-method"]], "imgutils.operate.imgcensor": [[46, "module-imgutils.operate.imgcensor"]], "ImageBasedCensor": [[46, "imagebasedcensor"]], "EmojiBasedCensor": [[46, "emojibasedcensor"]], "SingleImage": [[46, "singleimage"]], "imgutils.operate": [[47, "module-imgutils.operate"]], "imgutils.operate.squeeze": [[48, "module-imgutils.operate.squeeze"]], "squeeze": [[48, "squeeze"]], "squeeze_with_transparency": [[48, "squeeze-with-transparency"]], "imgutils.pose.dwpose": [[49, "module-imgutils.pose.dwpose"]], "dwpose_estimate": [[49, "dwpose-estimate"]], "imgutils.pose.format": [[50, "module-imgutils.pose.format"]], "OP18KeyPointSet": [[50, "op18keypointset"]], "OpenPose18": [[50, "openpose18"]], "OP18_BODY_MAX": [[50, "op18-body-max"]], "OP18_BODY_MIN": [[50, "op18-body-min"]], "OP18_FACE_MAX": [[50, "op18-face-max"]], "OP18_FACE_MIN": [[50, "op18-face-min"]], "OP18_LEFT_FOOT_MAX": [[50, "op18-left-foot-max"]], "OP18_LEFT_FOOT_MIN": [[50, "op18-left-foot-min"]], "OP18_LEFT_HAND_MAX": [[50, "op18-left-hand-max"]], "OP18_LEFT_HAND_MIN": [[50, "op18-left-hand-min"]], "OP18_RIGHT_FOOT_MAX": [[50, "op18-right-foot-max"]], "OP18_RIGHT_FOOT_MIN": [[50, "op18-right-foot-min"]], "OP18_RIGHT_HAND_MAX": [[50, "op18-right-hand-max"]], "OP18_RIGHT_HAND_MIN": [[50, "op18-right-hand-min"]], "imgutils.pose": [[51, "module-imgutils.pose"]], "imgutils.pose.visual": [[52, "module-imgutils.pose.visual"]], "op18_visualize": [[52, "op18-visualize"]], "imgutils.preprocess.base": [[53, "module-imgutils.preprocess.base"]], "NotParseTarget": [[53, "notparsetarget"]], "imgutils.preprocess": [[54, "module-imgutils.preprocess"]], "imgutils.preprocess.pillow": [[55, "module-imgutils.preprocess.pillow"]], "register_pillow_transform": [[55, "register-pillow-transform"]], "register_pillow_parse": [[55, "register-pillow-parse"]], "create_pillow_transforms": [[55, "create-pillow-transforms"]], "parse_pillow_transforms": [[55, "parse-pillow-transforms"]], "imgutils.preprocess.torchvision": [[56, "module-imgutils.preprocess.torchvision"]], "register_torchvision_transform": [[56, "register-torchvision-transform"]], "register_torchvision_parse": [[56, "register-torchvision-parse"]], "create_torchvision_transforms": [[56, "create-torchvision-transforms"]], "parse_torchvision_transforms": [[56, "parse-torchvision-transforms"]], "imgutils.preprocess.transformers": [[57, "module-imgutils.preprocess.transformers"]], "register_creators_for_transformers": [[57, "register-creators-for-transformers"]], "NotProcessorTypeError": [[57, "notprocessortypeerror"]], "create_transforms_from_transformers": [[57, "create-transforms-from-transformers"]], "is_valid_size_dict": [[57, "is-valid-size-dict"]], "convert_to_size_dict": [[57, "convert-to-size-dict"]], "get_size_dict": [[57, "get-size-dict"]], "create_clip_transforms": [[57, "create-clip-transforms"]], "create_transforms_from_clip_processor": [[57, "create-transforms-from-clip-processor"]], "create_convnext_transforms": [[57, "create-convnext-transforms"]], "create_transforms_from_convnext_processor": [[57, "create-transforms-from-convnext-processor"]], "create_vit_transforms": [[57, "create-vit-transforms"]], "create_transforms_from_vit_processor": [[57, "create-transforms-from-vit-processor"]], "create_siglip_transforms": [[57, "create-siglip-transforms"]], "create_transforms_from_siglip_processor": [[57, "create-transforms-from-siglip-processor"]], "create_bit_transforms": [[57, "create-bit-transforms"]], "create_transforms_from_bit_processor": [[57, "create-transforms-from-bit-processor"]], "create_blip_transforms": [[57, "create-blip-transforms"]], "create_transforms_from_blip_processor": [[57, "create-transforms-from-blip-processor"]], "create_mobilenetv2_transforms": [[57, "create-mobilenetv2-transforms"]], "create_transforms_from_mobilenetv2_processor": [[57, "create-transforms-from-mobilenetv2-processor"]], "imgutils.resource.background": [[58, "module-imgutils.resource.background"]], "BackgroundImageSet": [[58, "backgroundimageset"]], "list_bg_image_files": [[58, "list-bg-image-files"]], "get_bg_image_file": [[58, "get-bg-image-file"]], "get_bg_image": [[58, "get-bg-image"]], "random_bg_image_file": [[58, "random-bg-image-file"]], "random_bg_image": [[58, "random-bg-image"]], "imgutils.resource": [[59, "module-imgutils.resource"]], "imgutils.restore.adversarial": [[60, "module-imgutils.restore.adversarial"]], "remove_adversarial_noise": [[60, "remove-adversarial-noise"]], "imgutils.restore": [[61, "module-imgutils.restore"]], "imgutils.restore.nafnet": [[62, "module-imgutils.restore.nafnet"]], "restore_with_nafnet": [[62, "restore-with-nafnet"]], "imgutils.restore.scunet": [[63, "module-imgutils.restore.scunet"]], "restore_with_scunet": [[63, "restore-with-scunet"]], "imgutils.sd": [[64, "module-imgutils.sd"]], "imgutils.sd.metadata": [[65, "module-imgutils.sd.metadata"]], "SDMetaData": [[65, "sdmetadata"]], "parse_sdmeta_from_text": [[65, "parse-sdmeta-from-text"]], "get_sdmeta_from_image": [[65, "get-sdmeta-from-image"]], "save_image_with_sdmeta": [[65, "save-image-with-sdmeta"]], "imgutils.sd.model": [[66, "module-imgutils.sd.model"]], "read_metadata": [[66, "read-metadata"]], "save_with_metadata": [[66, "save-with-metadata"]], "imgutils.sd.nai": [[67, "module-imgutils.sd.nai"]], "NAIMetaData": [[67, "naimetadata"]], "NAIMetadata": [[67, "id1"]], "get_naimeta_from_image": [[67, "get-naimeta-from-image"]], "add_naimeta_to_image": [[67, "add-naimeta-to-image"]], "save_image_with_naimeta": [[67, "save-image-with-naimeta"]], "imgutils.segment": [[68, "module-imgutils.segment"]], "imgutils.segment.isnetis": [[69, "module-imgutils.segment.isnetis"]], "get_isnetis_mask": [[69, "get-isnetis-mask"]], "segment_with_isnetis": [[69, "segment-with-isnetis"]], "segment_rgba_with_isnetis": [[69, "segment-rgba-with-isnetis"]], "imgutils.tagging.blacklist": [[70, "module-imgutils.tagging.blacklist"]], "is_blacklisted": [[70, "is-blacklisted"]], "drop_blacklisted_tags": [[70, "drop-blacklisted-tags"]], "imgutils.tagging.character": [[71, "module-imgutils.tagging.character"]], "CHAR_WHITELIST_SUFFIX": [[71, "char-whitelist-suffix"]], "CHAR_WHITELIST_PREFIX": [[71, "char-whitelist-prefix"]], "CHAR_WHITELIST_WORD": [[71, "char-whitelist-word"]], "CHAR_SUFFIXES": [[71, "char-suffixes"]], "CHAR_PREFIXES": [[71, "char-prefixes"]], "CharacterTagPool": [[71, "charactertagpool"]], "is_basic_character_tag": [[71, "is-basic-character-tag"]], "drop_basic_character_tags": [[71, "drop-basic-character-tags"]], "imgutils.tagging.deepdanbooru": [[72, "module-imgutils.tagging.deepdanbooru"]], "get_deepdanbooru_tags": [[72, "get-deepdanbooru-tags"]], "imgutils.tagging.deepgelbooru": [[73, "module-imgutils.tagging.deepgelbooru"]], "get_deepgelbooru_tags": [[73, "get-deepgelbooru-tags"]], "imgutils.tagging.format": [[74, "module-imgutils.tagging.format"]], "add_underline": [[74, "add-underline"]], "remove_underline": [[74, "remove-underline"]], "tags_to_text": [[74, "tags-to-text"]], "imgutils.tagging": [[75, "module-imgutils.tagging"]], "imgutils.tagging.match": [[76, "module-imgutils.tagging.match"]], "tag_match_suffix": [[76, "tag-match-suffix"]], "tag_match_prefix": [[76, "tag-match-prefix"]], "tag_match_full": [[76, "tag-match-full"]], "imgutils.tagging.mldanbooru": [[77, "module-imgutils.tagging.mldanbooru"]], "get_mldanbooru_tags": [[77, "get-mldanbooru-tags"]], "imgutils.tagging.order": [[78, "module-imgutils.tagging.order"]], "sort_tags": [[78, "sort-tags"]], "imgutils.tagging.overlap": [[79, "module-imgutils.tagging.overlap"]], "drop_overlap_tags": [[79, "drop-overlap-tags"]], "imgutils.tagging.wd14": [[80, "module-imgutils.tagging.wd14"]], "get_wd14_tags": [[80, "get-wd14-tags"]], "convert_wd14_emb_to_prediction": [[80, "convert-wd14-emb-to-prediction"]], "denormalize_wd14_emb": [[80, "denormalize-wd14-emb"]], "imgutils.upscale.cdc": [[81, "module-imgutils.upscale.cdc"]], "upscale_with_cdc": [[81, "upscale-with-cdc"]], "imgutils.upscale": [[82, "module-imgutils.upscale"]], "imgutils.utils.cache": [[83, "module-imgutils.utils.cache"]], "ts_lru_cache": [[83, "ts-lru-cache"]], "imgutils.utils.func": [[84, "module-imgutils.utils.func"]], "sigmoid": [[84, "sigmoid"]], "imgutils.utils": [[85, "module-imgutils.utils"]], "imgutils.utils.onnxruntime": [[86, "module-imgutils.utils.onnxruntime"]], "get_onnx_provider": [[86, "get-onnx-provider"]], "open_onnx_model": [[86, "open-onnx-model"]], "imgutils.validate.aicheck": [[87, "module-imgutils.validate.aicheck"]], "get_ai_created_score": [[87, "get-ai-created-score"]], "is_ai_created": [[87, "is-ai-created"]], "imgutils.validate.bangumi_char": [[88, "module-imgutils.validate.bangumi_char"]], "anime_bangumi_char_score": [[88, "anime-bangumi-char-score"]], "anime_bangumi_char": [[88, "anime-bangumi-char"]], "imgutils.validate.classify": [[89, "module-imgutils.validate.classify"]], "anime_classify_score": [[89, "anime-classify-score"]], "anime_classify": [[89, "anime-classify"]], "imgutils.validate.color": [[90, "module-imgutils.validate.color"]], "is_greyscale": [[90, "is-greyscale"]], "imgutils.validate.completeness": [[91, "module-imgutils.validate.completeness"]], "anime_completeness_score": [[91, "anime-completeness-score"]], "anime_completeness": [[91, "anime-completeness"]], "imgutils.validate.dbrating": [[92, "module-imgutils.validate.dbrating"]], "anime_dbrating_score": [[92, "anime-dbrating-score"]], "anime_dbrating": [[92, "anime-dbrating"]], "imgutils.validate.furry": [[93, "module-imgutils.validate.furry"]], "anime_furry_score": [[93, "anime-furry-score"]], "anime_furry": [[93, "anime-furry"]], "imgutils.validate": [[94, "module-imgutils.validate"]], "imgutils.validate.monochrome": [[95, "module-imgutils.validate.monochrome"]], "get_monochrome_score": [[95, "get-monochrome-score"]], "is_monochrome": [[95, "is-monochrome"]], "imgutils.validate.nsfw": [[96, "module-imgutils.validate.nsfw"]], "nsfw_pred_score": [[96, "nsfw-pred-score"]], "nsfw_pred": [[96, "nsfw-pred"]], "imgutils.validate.portrait": [[97, "module-imgutils.validate.portrait"]], "anime_portrait_score": [[97, "anime-portrait-score"]], "anime_portrait": [[97, "anime-portrait"]], "imgutils.validate.rating": [[98, "module-imgutils.validate.rating"]], "anime_rating_score": [[98, "anime-rating-score"]], "anime_rating": [[98, "anime-rating"]], "imgutils.validate.real": [[99, "module-imgutils.validate.real"]], "anime_real_score": [[99, "anime-real-score"]], "anime_real": [[99, "anime-real"]], "imgutils.validate.safe": [[100, "module-imgutils.validate.safe"]], "safe_check_score": [[100, "safe-check-score"]], "safe_check": [[100, "safe-check"]], "imgutils.validate.style_age": [[101, "module-imgutils.validate.style_age"]], "anime_style_age_score": [[101, "anime-style-age-score"]], "anime_style_age": [[101, "anime-style-age"]], "imgutils.validate.teen": [[102, "module-imgutils.validate.teen"]], "anime_teen_score": [[102, "anime-teen-score"]], "anime_teen": [[102, "anime-teen"]], "imgutils.validate.truncate": [[103, "module-imgutils.validate.truncate"]], "is_truncated_file": [[103, "is-truncated-file"]], "Welcome to imgutils\u2019s Documentation": [[104, "welcome-to-imgutils-s-documentation"]], "Overview": [[104, "overview"]], "Tutorials": [[104, null]], "Information": [[104, null]], "API Documentation": [[104, null]], "Run Environment Information": [[105, "Run-Environment-Information"], [106, "Run-Environment-Information"]], "Installation": [[107, "installation"]], "Quick Start": [[108, "quick-start"]]}, "indexentries": {"ascii_drawing() (in module imgutils.ascii.drawing)": [[0, "imgutils.ascii.drawing.ascii_drawing"]], "imgutils.ascii.drawing": [[0, "module-imgutils.ascii.drawing"]], "module": [[0, "module-imgutils.ascii.drawing"], [1, "module-imgutils.ascii"], [2, "module-imgutils.config"], [3, "module-imgutils.config.meta"], [4, "module-imgutils.data.background"], [5, "module-imgutils.data.decode"], [6, "module-imgutils.data.encode"], [7, "module-imgutils.data.image"], [8, "module-imgutils.data"], [9, "module-imgutils.data.layer"], [10, "module-imgutils.detect.booru_yolo"], [11, "module-imgutils.detect.censor"], [12, "module-imgutils.detect.eye"], [13, "module-imgutils.detect.face"], [14, "module-imgutils.detect.halfbody"], [15, "module-imgutils.detect.hand"], [16, "module-imgutils.detect.head"], [17, "module-imgutils.detect"], [18, "module-imgutils.detect.nudenet"], [19, "module-imgutils.detect.person"], [20, "module-imgutils.detect.similarity"], [21, "module-imgutils.detect.text"], [22, "module-imgutils.detect.visual"], [23, "module-imgutils.edge.canny"], [24, "module-imgutils.edge"], [25, "module-imgutils.edge.lineart"], [26, "module-imgutils.edge.lineart_anime"], [27, "module-imgutils.generic.classify"], [28, "module-imgutils.generic.clip"], [29, "module-imgutils.generic.enhance"], [30, "module-imgutils.generic"], [31, "module-imgutils.generic.siglip"], [32, "module-imgutils.generic.yolo"], [33, "module-imgutils.metadata.geninfo"], [34, "module-imgutils.metadata"], [35, "module-imgutils.metadata.lsb"], [36, "module-imgutils.metrics.aesthetic"], [37, "module-imgutils.metrics.ccip"], [38, "module-imgutils.metrics.dbaesthetic"], [39, "module-imgutils.metrics"], [40, "module-imgutils.metrics.laplacian"], [41, "module-imgutils.metrics.lpips"], [42, "module-imgutils.metrics.psnr_"], [43, "module-imgutils.ocr"], [44, "module-imgutils.operate.align"], [45, "module-imgutils.operate.censor_"], [46, "module-imgutils.operate.imgcensor"], [47, "module-imgutils.operate"], [48, "module-imgutils.operate.squeeze"], [49, "module-imgutils.pose.dwpose"], [50, "module-imgutils.pose.format"], [51, "module-imgutils.pose"], [52, "module-imgutils.pose.visual"], [53, "module-imgutils.preprocess.base"], [54, "module-imgutils.preprocess"], [55, "module-imgutils.preprocess.pillow"], [56, "module-imgutils.preprocess.torchvision"], [57, "module-imgutils.preprocess.transformers"], [58, "module-imgutils.resource.background"], [59, "module-imgutils.resource"], [60, "module-imgutils.restore.adversarial"], [61, "module-imgutils.restore"], [62, "module-imgutils.restore.nafnet"], [63, "module-imgutils.restore.scunet"], [64, "module-imgutils.sd"], [65, "module-imgutils.sd.metadata"], [66, "module-imgutils.sd.model"], [67, "module-imgutils.sd.nai"], [68, "module-imgutils.segment"], [69, "module-imgutils.segment.isnetis"], [70, "module-imgutils.tagging.blacklist"], [71, "module-imgutils.tagging.character"], [72, "module-imgutils.tagging.deepdanbooru"], [73, "module-imgutils.tagging.deepgelbooru"], [74, "module-imgutils.tagging.format"], [75, "module-imgutils.tagging"], [76, "module-imgutils.tagging.match"], [77, "module-imgutils.tagging.mldanbooru"], [78, "module-imgutils.tagging.order"], [79, "module-imgutils.tagging.overlap"], [80, "module-imgutils.tagging.wd14"], [81, "module-imgutils.upscale.cdc"], [82, "module-imgutils.upscale"], [83, "module-imgutils.utils.cache"], [84, "module-imgutils.utils.func"], [85, "module-imgutils.utils"], [86, "module-imgutils.utils.onnxruntime"], [87, "module-imgutils.validate.aicheck"], [88, "module-imgutils.validate.bangumi_char"], [89, "module-imgutils.validate.classify"], [90, "module-imgutils.validate.color"], [91, "module-imgutils.validate.completeness"], [92, "module-imgutils.validate.dbrating"], [93, "module-imgutils.validate.furry"], [94, "module-imgutils.validate"], [95, "module-imgutils.validate.monochrome"], [96, "module-imgutils.validate.nsfw"], [97, "module-imgutils.validate.portrait"], [98, "module-imgutils.validate.rating"], [99, "module-imgutils.validate.real"], [100, "module-imgutils.validate.safe"], [101, "module-imgutils.validate.style_age"], [102, "module-imgutils.validate.teen"], [103, "module-imgutils.validate.truncate"]], "imgutils.ascii": [[1, "module-imgutils.ascii"]], "imgutils.config": [[2, "module-imgutils.config"]], "__author_email__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__AUTHOR_EMAIL__"]], "__author__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__AUTHOR__"]], "__description__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__DESCRIPTION__"]], "__title__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__TITLE__"]], "__version__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__VERSION__"]], "imgutils.config.meta": [[3, "module-imgutils.config.meta"]], "grid_background() (in module imgutils.data.background)": [[4, "imgutils.data.background.grid_background"]], "grid_transparent() (in module imgutils.data.background)": [[4, "imgutils.data.background.grid_transparent"]], "imgutils.data.background": [[4, "module-imgutils.data.background"]], "imgutils.data.decode": [[5, "module-imgutils.data.decode"]], "rgb_decode() (in module imgutils.data.decode)": [[5, "imgutils.data.decode.rgb_decode"]], "imgutils.data.encode": [[6, "module-imgutils.data.encode"]], "rgb_encode() (in module imgutils.data.encode)": [[6, "imgutils.data.encode.rgb_encode"]], "has_alpha_channel() (in module imgutils.data.image)": [[7, "imgutils.data.image.has_alpha_channel"]], "imgutils.data.image": [[7, "module-imgutils.data.image"]], "load_image() (in module imgutils.data.image)": [[7, "imgutils.data.image.load_image"]], "load_images() (in module imgutils.data.image)": [[7, "imgutils.data.image.load_images"]], "imgutils.data": [[8, "module-imgutils.data"]], "imgutils.data.layer": [[9, "module-imgutils.data.layer"]], "istack() (in module imgutils.data.layer)": [[9, "imgutils.data.layer.istack"]], "detect_with_booru_yolo() (in module imgutils.detect.booru_yolo)": [[10, "imgutils.detect.booru_yolo.detect_with_booru_yolo"]], "imgutils.detect.booru_yolo": [[10, "module-imgutils.detect.booru_yolo"]], "detect_censors() (in module imgutils.detect.censor)": [[11, "imgutils.detect.censor.detect_censors"]], "imgutils.detect.censor": [[11, "module-imgutils.detect.censor"]], "detect_eyes() (in module imgutils.detect.eye)": [[12, "imgutils.detect.eye.detect_eyes"]], "imgutils.detect.eye": [[12, "module-imgutils.detect.eye"]], "detect_faces() (in module imgutils.detect.face)": [[13, "imgutils.detect.face.detect_faces"]], "imgutils.detect.face": [[13, "module-imgutils.detect.face"]], "detect_halfbody() (in module imgutils.detect.halfbody)": [[14, "imgutils.detect.halfbody.detect_halfbody"]], "imgutils.detect.halfbody": [[14, "module-imgutils.detect.halfbody"]], "detect_hands() (in module imgutils.detect.hand)": [[15, "imgutils.detect.hand.detect_hands"]], "imgutils.detect.hand": [[15, "module-imgutils.detect.hand"]], "detect_heads() (in module imgutils.detect.head)": [[16, "imgutils.detect.head.detect_heads"]], "imgutils.detect.head": [[16, "module-imgutils.detect.head"]], "imgutils.detect": [[17, "module-imgutils.detect"]], "detect_with_nudenet() (in module imgutils.detect.nudenet)": [[18, "imgutils.detect.nudenet.detect_with_nudenet"]], "imgutils.detect.nudenet": [[18, "module-imgutils.detect.nudenet"]], "detect_person() (in module imgutils.detect.person)": [[19, "imgutils.detect.person.detect_person"]], "imgutils.detect.person": [[19, "module-imgutils.detect.person"]], "bboxes_similarity() (in module imgutils.detect.similarity)": [[20, "imgutils.detect.similarity.bboxes_similarity"]], "calculate_iou() (in module imgutils.detect.similarity)": [[20, "imgutils.detect.similarity.calculate_iou"]], "detection_similarity() (in module imgutils.detect.similarity)": [[20, "imgutils.detect.similarity.detection_similarity"]], "imgutils.detect.similarity": [[20, "module-imgutils.detect.similarity"]], "detect_text() (in module imgutils.detect.text)": [[21, "imgutils.detect.text.detect_text"]], "imgutils.detect.text": [[21, "module-imgutils.detect.text"]], "detection_visualize() (in module imgutils.detect.visual)": [[22, "imgutils.detect.visual.detection_visualize"]], "imgutils.detect.visual": [[22, "module-imgutils.detect.visual"]], "edge_image_with_canny() (in module imgutils.edge.canny)": [[23, "imgutils.edge.canny.edge_image_with_canny"]], "get_edge_by_canny() (in module imgutils.edge.canny)": [[23, "imgutils.edge.canny.get_edge_by_canny"]], "imgutils.edge.canny": [[23, "module-imgutils.edge.canny"]], "imgutils.edge": [[24, "module-imgutils.edge"]], "edge_image_with_lineart() (in module imgutils.edge.lineart)": [[25, "imgutils.edge.lineart.edge_image_with_lineart"]], "get_edge_by_lineart() (in module imgutils.edge.lineart)": [[25, "imgutils.edge.lineart.get_edge_by_lineart"]], "imgutils.edge.lineart": [[25, "module-imgutils.edge.lineart"]], "edge_image_with_lineart_anime() (in module imgutils.edge.lineart_anime)": [[26, "imgutils.edge.lineart_anime.edge_image_with_lineart_anime"]], "get_edge_by_lineart_anime() (in module imgutils.edge.lineart_anime)": [[26, "imgutils.edge.lineart_anime.get_edge_by_lineart_anime"]], "imgutils.edge.lineart_anime": [[26, "module-imgutils.edge.lineart_anime"]], "classifymodel (class in imgutils.generic.classify)": [[27, "imgutils.generic.classify.ClassifyModel"]], "__init__() (imgutils.generic.classify.classifymodel method)": [[27, "imgutils.generic.classify.ClassifyModel.__init__"]], "classify_predict() (in module imgutils.generic.classify)": [[27, "imgutils.generic.classify.classify_predict"]], "classify_predict_fmt() (in module imgutils.generic.classify)": [[27, "imgutils.generic.classify.classify_predict_fmt"]], "classify_predict_score() (in module imgutils.generic.classify)": [[27, "imgutils.generic.classify.classify_predict_score"]], "clear() (imgutils.generic.classify.classifymodel method)": [[27, "imgutils.generic.classify.ClassifyModel.clear"]], "imgutils.generic.classify": [[27, "module-imgutils.generic.classify"]], "launch_demo() (imgutils.generic.classify.classifymodel method)": [[27, "imgutils.generic.classify.ClassifyModel.launch_demo"]], "make_ui() (imgutils.generic.classify.classifymodel method)": [[27, "imgutils.generic.classify.ClassifyModel.make_ui"]], "predict() (imgutils.generic.classify.classifymodel method)": [[27, "imgutils.generic.classify.ClassifyModel.predict"]], "predict_fmt() (imgutils.generic.classify.classifymodel method)": [[27, "imgutils.generic.classify.ClassifyModel.predict_fmt"]], "predict_score() (imgutils.generic.classify.classifymodel method)": [[27, "imgutils.generic.classify.ClassifyModel.predict_score"]], "clipmodel (class in imgutils.generic.clip)": [[28, "imgutils.generic.clip.CLIPModel"]], "__init__() (imgutils.generic.clip.clipmodel method)": [[28, "imgutils.generic.clip.CLIPModel.__init__"]], "clear() (imgutils.generic.clip.clipmodel method)": [[28, "imgutils.generic.clip.CLIPModel.clear"]], "clip_image_encode() (in module imgutils.generic.clip)": [[28, "imgutils.generic.clip.clip_image_encode"]], "clip_predict() (in module imgutils.generic.clip)": [[28, "imgutils.generic.clip.clip_predict"]], "clip_text_encode() (in module imgutils.generic.clip)": [[28, "imgutils.generic.clip.clip_text_encode"]], "image_encode() (imgutils.generic.clip.clipmodel method)": [[28, "imgutils.generic.clip.CLIPModel.image_encode"]], "imgutils.generic.clip": [[28, "module-imgutils.generic.clip"]], "launch_demo() (imgutils.generic.clip.clipmodel method)": [[28, "imgutils.generic.clip.CLIPModel.launch_demo"]], "make_ui() (imgutils.generic.clip.clipmodel method)": [[28, "imgutils.generic.clip.CLIPModel.make_ui"]], "predict() (imgutils.generic.clip.clipmodel method)": [[28, "imgutils.generic.clip.CLIPModel.predict"]], "text_encode() (imgutils.generic.clip.clipmodel method)": [[28, "imgutils.generic.clip.CLIPModel.text_encode"]], "imageenhancer (class in imgutils.generic.enhance)": [[29, "imgutils.generic.enhance.ImageEnhancer"]], "__init__() (imgutils.generic.enhance.imageenhancer method)": [[29, "imgutils.generic.enhance.ImageEnhancer.__init__"]], "imgutils.generic.enhance": [[29, "module-imgutils.generic.enhance"]], "process() (imgutils.generic.enhance.imageenhancer method)": [[29, "imgutils.generic.enhance.ImageEnhancer.process"]], "imgutils.generic": [[30, "module-imgutils.generic"]], "siglipmodel (class in imgutils.generic.siglip)": [[31, "imgutils.generic.siglip.SigLIPModel"]], "__init__() (imgutils.generic.siglip.siglipmodel method)": [[31, "imgutils.generic.siglip.SigLIPModel.__init__"]], "clear() (imgutils.generic.siglip.siglipmodel method)": [[31, "imgutils.generic.siglip.SigLIPModel.clear"]], "image_encode() (imgutils.generic.siglip.siglipmodel method)": [[31, "imgutils.generic.siglip.SigLIPModel.image_encode"]], "imgutils.generic.siglip": [[31, "module-imgutils.generic.siglip"]], "launch_demo() (imgutils.generic.siglip.siglipmodel method)": [[31, "imgutils.generic.siglip.SigLIPModel.launch_demo"]], "make_ui() (imgutils.generic.siglip.siglipmodel method)": [[31, "imgutils.generic.siglip.SigLIPModel.make_ui"]], "predict() (imgutils.generic.siglip.siglipmodel method)": [[31, "imgutils.generic.siglip.SigLIPModel.predict"]], "siglip_image_encode() (in module imgutils.generic.siglip)": [[31, "imgutils.generic.siglip.siglip_image_encode"]], "siglip_predict() (in module imgutils.generic.siglip)": [[31, "imgutils.generic.siglip.siglip_predict"]], "siglip_text_encode() (in module imgutils.generic.siglip)": [[31, "imgutils.generic.siglip.siglip_text_encode"]], "text_encode() (imgutils.generic.siglip.siglipmodel method)": [[31, "imgutils.generic.siglip.SigLIPModel.text_encode"]], "yolomodel (class in imgutils.generic.yolo)": [[32, "imgutils.generic.yolo.YOLOModel"]], "__init__() (imgutils.generic.yolo.yolomodel method)": [[32, "imgutils.generic.yolo.YOLOModel.__init__"]], "clear() (imgutils.generic.yolo.yolomodel method)": [[32, "imgutils.generic.yolo.YOLOModel.clear"]], "imgutils.generic.yolo": [[32, "module-imgutils.generic.yolo"]], "launch_demo() (imgutils.generic.yolo.yolomodel method)": [[32, "imgutils.generic.yolo.YOLOModel.launch_demo"]], "make_ui() (imgutils.generic.yolo.yolomodel method)": [[32, "imgutils.generic.yolo.YOLOModel.make_ui"]], "predict() (imgutils.generic.yolo.yolomodel method)": [[32, "imgutils.generic.yolo.YOLOModel.predict"]], "yolo_predict() (in module imgutils.generic.yolo)": [[32, "imgutils.generic.yolo.yolo_predict"]], "imgutils.metadata.geninfo": [[33, "module-imgutils.metadata.geninfo"]], "read_geninfo_exif() (in module imgutils.metadata.geninfo)": [[33, "imgutils.metadata.geninfo.read_geninfo_exif"]], "read_geninfo_gif() (in module imgutils.metadata.geninfo)": [[33, "imgutils.metadata.geninfo.read_geninfo_gif"]], "read_geninfo_parameters() (in module imgutils.metadata.geninfo)": [[33, "imgutils.metadata.geninfo.read_geninfo_parameters"]], "write_geninfo_exif() (in module imgutils.metadata.geninfo)": [[33, "imgutils.metadata.geninfo.write_geninfo_exif"]], "write_geninfo_gif() (in module imgutils.metadata.geninfo)": [[33, "imgutils.metadata.geninfo.write_geninfo_gif"]], "write_geninfo_parameters() (in module imgutils.metadata.geninfo)": [[33, "imgutils.metadata.geninfo.write_geninfo_parameters"]], "imgutils.metadata": [[34, "module-imgutils.metadata"]], "imagelsbdataextractor (class in imgutils.metadata.lsb)": [[35, "imgutils.metadata.lsb.ImageLsbDataExtractor"]], "lsbextractor (class in imgutils.metadata.lsb)": [[35, "imgutils.metadata.lsb.LSBExtractor"]], "lsbreaderror (class in imgutils.metadata.lsb)": [[35, "imgutils.metadata.lsb.LSBReadError"]], "__init__() (imgutils.metadata.lsb.imagelsbdataextractor method)": [[35, "imgutils.metadata.lsb.ImageLsbDataExtractor.__init__"]], "__init__() (imgutils.metadata.lsb.lsbextractor method)": [[35, "imgutils.metadata.lsb.LSBExtractor.__init__"]], "extract_data() (imgutils.metadata.lsb.imagelsbdataextractor method)": [[35, "imgutils.metadata.lsb.ImageLsbDataExtractor.extract_data"]], "get_next_n_bytes() (imgutils.metadata.lsb.lsbextractor method)": [[35, "imgutils.metadata.lsb.LSBExtractor.get_next_n_bytes"]], "get_one_byte() (imgutils.metadata.lsb.lsbextractor method)": [[35, "imgutils.metadata.lsb.LSBExtractor.get_one_byte"]], "imgutils.metadata.lsb": [[35, "module-imgutils.metadata.lsb"]], "inject_data() (in module imgutils.metadata.lsb)": [[35, "imgutils.metadata.lsb.inject_data"]], "read_32bit_integer() (imgutils.metadata.lsb.lsbextractor method)": [[35, "imgutils.metadata.lsb.LSBExtractor.read_32bit_integer"]], "read_lsb_metadata() (in module imgutils.metadata.lsb)": [[35, "imgutils.metadata.lsb.read_lsb_metadata"]], "read_lsb_raw_bytes() (in module imgutils.metadata.lsb)": [[35, "imgutils.metadata.lsb.read_lsb_raw_bytes"]], "serialize_json() (in module imgutils.metadata.lsb)": [[35, "imgutils.metadata.lsb.serialize_json"]], "serialize_pnginfo() (in module imgutils.metadata.lsb)": [[35, "imgutils.metadata.lsb.serialize_pnginfo"]], "write_lsb_metadata() (in module imgutils.metadata.lsb)": [[35, "imgutils.metadata.lsb.write_lsb_metadata"]], "write_lsb_raw_bytes() (in module imgutils.metadata.lsb)": [[35, "imgutils.metadata.lsb.write_lsb_raw_bytes"]], "get_aesthetic_score() (in module imgutils.metrics.aesthetic)": [[36, "imgutils.metrics.aesthetic.get_aesthetic_score"]], "imgutils.metrics.aesthetic": [[36, "module-imgutils.metrics.aesthetic"]], "ccip_batch_differences() (in module imgutils.metrics.ccip)": [[37, "imgutils.metrics.ccip.ccip_batch_differences"]], "ccip_batch_extract_features() (in module imgutils.metrics.ccip)": [[37, "imgutils.metrics.ccip.ccip_batch_extract_features"]], "ccip_batch_same() (in module imgutils.metrics.ccip)": [[37, "imgutils.metrics.ccip.ccip_batch_same"]], "ccip_clustering() (in module imgutils.metrics.ccip)": [[37, "imgutils.metrics.ccip.ccip_clustering"]], "ccip_default_clustering_params() (in module imgutils.metrics.ccip)": [[37, "imgutils.metrics.ccip.ccip_default_clustering_params"]], "ccip_default_threshold() (in module imgutils.metrics.ccip)": [[37, "imgutils.metrics.ccip.ccip_default_threshold"]], "ccip_difference() (in module imgutils.metrics.ccip)": [[37, "imgutils.metrics.ccip.ccip_difference"]], "ccip_extract_feature() (in module imgutils.metrics.ccip)": [[37, "imgutils.metrics.ccip.ccip_extract_feature"]], "ccip_merge() (in module imgutils.metrics.ccip)": [[37, "imgutils.metrics.ccip.ccip_merge"]], "ccip_same() (in module imgutils.metrics.ccip)": [[37, "imgutils.metrics.ccip.ccip_same"]], "imgutils.metrics.ccip": [[37, "module-imgutils.metrics.ccip"]], "anime_dbaesthetic() (in module imgutils.metrics.dbaesthetic)": [[38, "imgutils.metrics.dbaesthetic.anime_dbaesthetic"]], "imgutils.metrics.dbaesthetic": [[38, "module-imgutils.metrics.dbaesthetic"]], "imgutils.metrics": [[39, "module-imgutils.metrics"]], "imgutils.metrics.laplacian": [[40, "module-imgutils.metrics.laplacian"]], "laplacian_score() (in module imgutils.metrics.laplacian)": [[40, "imgutils.metrics.laplacian.laplacian_score"]], "imgutils.metrics.lpips": [[41, "module-imgutils.metrics.lpips"]], "lpips_clustering() (in module imgutils.metrics.lpips)": [[41, "imgutils.metrics.lpips.lpips_clustering"]], "lpips_difference() (in module imgutils.metrics.lpips)": [[41, "imgutils.metrics.lpips.lpips_difference"]], "lpips_extract_feature() (in module imgutils.metrics.lpips)": [[41, "imgutils.metrics.lpips.lpips_extract_feature"]], "imgutils.metrics.psnr_": [[42, "module-imgutils.metrics.psnr_"]], "psnr() (in module imgutils.metrics.psnr_)": [[42, "imgutils.metrics.psnr_.psnr"]], "detect_text_with_ocr() (in module imgutils.ocr)": [[43, "imgutils.ocr.detect_text_with_ocr"]], "imgutils.ocr": [[43, "module-imgutils.ocr"]], "list_det_models() (in module imgutils.ocr)": [[43, "imgutils.ocr.list_det_models"]], "list_rec_models() (in module imgutils.ocr)": [[43, "imgutils.ocr.list_rec_models"]], "ocr() (in module imgutils.ocr)": [[43, "imgutils.ocr.ocr"]], "align_maxsize() (in module imgutils.operate.align)": [[44, "imgutils.operate.align.align_maxsize"]], "imgutils.operate.align": [[44, "module-imgutils.operate.align"]], "basecensor (class in imgutils.operate.censor_)": [[45, "imgutils.operate.censor_.BaseCensor"]], "blurcensor (class in imgutils.operate.censor_)": [[45, "imgutils.operate.censor_.BlurCensor"]], "colorcensor (class in imgutils.operate.censor_)": [[45, "imgutils.operate.censor_.ColorCensor"]], "pixelatecensor (class in imgutils.operate.censor_)": [[45, "imgutils.operate.censor_.PixelateCensor"]], "censor_area() (imgutils.operate.censor_.basecensor method)": [[45, "imgutils.operate.censor_.BaseCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.blurcensor method)": [[45, "imgutils.operate.censor_.BlurCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.colorcensor method)": [[45, "imgutils.operate.censor_.ColorCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.pixelatecensor method)": [[45, "imgutils.operate.censor_.PixelateCensor.censor_area"]], "censor_areas() (in module imgutils.operate.censor_)": [[45, "imgutils.operate.censor_.censor_areas"]], "censor_nsfw() (in module imgutils.operate.censor_)": [[45, "imgutils.operate.censor_.censor_nsfw"]], "imgutils.operate.censor_": [[45, "module-imgutils.operate.censor_"]], "register_censor_method() (in module imgutils.operate.censor_)": [[45, "imgutils.operate.censor_.register_censor_method"]], "emojibasedcensor (class in imgutils.operate.imgcensor)": [[46, "imgutils.operate.imgcensor.EmojiBasedCensor"]], "imagebasedcensor (class in imgutils.operate.imgcensor)": [[46, "imgutils.operate.imgcensor.ImageBasedCensor"]], "singleimage (class in imgutils.operate.imgcensor)": [[46, "imgutils.operate.imgcensor.SingleImage"]], "__init__() (imgutils.operate.imgcensor.singleimage method)": [[46, "imgutils.operate.imgcensor.SingleImage.__init__"]], "censor_area() (imgutils.operate.imgcensor.emojibasedcensor method)": [[46, "imgutils.operate.imgcensor.EmojiBasedCensor.censor_area"]], "censor_area() (imgutils.operate.imgcensor.imagebasedcensor method)": [[46, "imgutils.operate.imgcensor.ImageBasedCensor.censor_area"]], "find_for_area() (imgutils.operate.imgcensor.singleimage method)": [[46, "imgutils.operate.imgcensor.SingleImage.find_for_area"]], "height (imgutils.operate.imgcensor.singleimage property)": [[46, "imgutils.operate.imgcensor.SingleImage.height"]], "imgutils.operate.imgcensor": [[46, "module-imgutils.operate.imgcensor"]], "width (imgutils.operate.imgcensor.singleimage property)": [[46, "imgutils.operate.imgcensor.SingleImage.width"]], "imgutils.operate": [[47, "module-imgutils.operate"]], "imgutils.operate.squeeze": [[48, "module-imgutils.operate.squeeze"]], "squeeze() (in module imgutils.operate.squeeze)": [[48, "imgutils.operate.squeeze.squeeze"]], "squeeze_with_transparency() (in module imgutils.operate.squeeze)": [[48, "imgutils.operate.squeeze.squeeze_with_transparency"]], "dwpose_estimate() (in module imgutils.pose.dwpose)": [[49, "imgutils.pose.dwpose.dwpose_estimate"]], "imgutils.pose.dwpose": [[49, "module-imgutils.pose.dwpose"]], "left_ankle (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.LEFT_ANKLE"]], "left_big_toe (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.LEFT_BIG_TOE"]], "left_ear (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.LEFT_EAR"]], "left_elbow (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.LEFT_ELBOW"]], "left_eye (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.LEFT_EYE"]], "left_heel (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.LEFT_HEEL"]], "left_hip (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.LEFT_HIP"]], "left_knee (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.LEFT_KNEE"]], "left_shoulder (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.LEFT_SHOULDER"]], "left_small_toe (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.LEFT_SMALL_TOE"]], "left_wrist (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.LEFT_WRIST"]], "neck (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.NECK"]], "nose (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.NOSE"]], "op18keypointset (class in imgutils.pose.format)": [[50, "imgutils.pose.format.OP18KeyPointSet"]], "op18_body_max (in module imgutils.pose.format)": [[50, "imgutils.pose.format.OP18_BODY_MAX"]], "op18_body_min (in module imgutils.pose.format)": [[50, "imgutils.pose.format.OP18_BODY_MIN"]], "op18_face_max (in module imgutils.pose.format)": [[50, "imgutils.pose.format.OP18_FACE_MAX"]], "op18_face_min (in module imgutils.pose.format)": [[50, "imgutils.pose.format.OP18_FACE_MIN"]], "op18_left_foot_max (in module imgutils.pose.format)": [[50, "imgutils.pose.format.OP18_LEFT_FOOT_MAX"]], "op18_left_foot_min (in module imgutils.pose.format)": [[50, "imgutils.pose.format.OP18_LEFT_FOOT_MIN"]], "op18_left_hand_max (in module imgutils.pose.format)": [[50, "imgutils.pose.format.OP18_LEFT_HAND_MAX"]], "op18_left_hand_min (in module imgutils.pose.format)": [[50, "imgutils.pose.format.OP18_LEFT_HAND_MIN"]], "op18_right_foot_max (in module imgutils.pose.format)": [[50, "imgutils.pose.format.OP18_RIGHT_FOOT_MAX"]], "op18_right_foot_min (in module imgutils.pose.format)": [[50, "imgutils.pose.format.OP18_RIGHT_FOOT_MIN"]], "op18_right_hand_max (in module imgutils.pose.format)": [[50, "imgutils.pose.format.OP18_RIGHT_HAND_MAX"]], "op18_right_hand_min (in module imgutils.pose.format)": [[50, "imgutils.pose.format.OP18_RIGHT_HAND_MIN"]], "right_ankle (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.RIGHT_ANKLE"]], "right_big_toe (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.RIGHT_BIG_TOE"]], "right_ear (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.RIGHT_EAR"]], "right_elbow (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.RIGHT_ELBOW"]], "right_eye (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.RIGHT_EYE"]], "right_heel (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.RIGHT_HEEL"]], "right_hip (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.RIGHT_HIP"]], "right_knee (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.RIGHT_KNEE"]], "right_shoulder (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.RIGHT_SHOULDER"]], "right_small_toe (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.RIGHT_SMALL_TOE"]], "right_wrist (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.RIGHT_WRIST"]], "__init__() (imgutils.pose.format.op18keypointset method)": [[50, "imgutils.pose.format.OP18KeyPointSet.__init__"]], "__mul__() (imgutils.pose.format.op18keypointset method)": [[50, "imgutils.pose.format.OP18KeyPointSet.__mul__"]], "__truediv__() (imgutils.pose.format.op18keypointset method)": [[50, "imgutils.pose.format.OP18KeyPointSet.__truediv__"]], "body (imgutils.pose.format.op18keypointset property)": [[50, "imgutils.pose.format.OP18KeyPointSet.body"]], "face (imgutils.pose.format.op18keypointset property)": [[50, "imgutils.pose.format.OP18KeyPointSet.face"]], "imgutils.pose.format": [[50, "module-imgutils.pose.format"]], "left_foot (imgutils.pose.format.op18keypointset property)": [[50, "imgutils.pose.format.OP18KeyPointSet.left_foot"]], "left_hand (imgutils.pose.format.op18keypointset property)": [[50, "imgutils.pose.format.OP18KeyPointSet.left_hand"]], "right_foot (imgutils.pose.format.op18keypointset property)": [[50, "imgutils.pose.format.OP18KeyPointSet.right_foot"]], "right_hand (imgutils.pose.format.op18keypointset property)": [[50, "imgutils.pose.format.OP18KeyPointSet.right_hand"]], "imgutils.pose": [[51, "module-imgutils.pose"]], "imgutils.pose.visual": [[52, "module-imgutils.pose.visual"]], "op18_visualize() (in module imgutils.pose.visual)": [[52, "imgutils.pose.visual.op18_visualize"]], "notparsetarget (class in imgutils.preprocess.base)": [[53, "imgutils.preprocess.base.NotParseTarget"]], "imgutils.preprocess.base": [[53, "module-imgutils.preprocess.base"]], "imgutils.preprocess": [[54, "module-imgutils.preprocess"]], "create_pillow_transforms() (in module imgutils.preprocess.pillow)": [[55, "imgutils.preprocess.pillow.create_pillow_transforms"]], "imgutils.preprocess.pillow": [[55, "module-imgutils.preprocess.pillow"]], "parse_pillow_transforms() (in module imgutils.preprocess.pillow)": [[55, "imgutils.preprocess.pillow.parse_pillow_transforms"]], "register_pillow_parse() (in module imgutils.preprocess.pillow)": [[55, "imgutils.preprocess.pillow.register_pillow_parse"]], "register_pillow_transform() (in module imgutils.preprocess.pillow)": [[55, "imgutils.preprocess.pillow.register_pillow_transform"]], "create_torchvision_transforms() (in module imgutils.preprocess.torchvision)": [[56, "imgutils.preprocess.torchvision.create_torchvision_transforms"]], "imgutils.preprocess.torchvision": [[56, "module-imgutils.preprocess.torchvision"]], "parse_torchvision_transforms() (in module imgutils.preprocess.torchvision)": [[56, "imgutils.preprocess.torchvision.parse_torchvision_transforms"]], "register_torchvision_parse() (in module imgutils.preprocess.torchvision)": [[56, "imgutils.preprocess.torchvision.register_torchvision_parse"]], "register_torchvision_transform() (in module imgutils.preprocess.torchvision)": [[56, "imgutils.preprocess.torchvision.register_torchvision_transform"]], "notprocessortypeerror (class in imgutils.preprocess.transformers)": [[57, "imgutils.preprocess.transformers.NotProcessorTypeError"]], "convert_to_size_dict() (in module imgutils.preprocess.transformers)": [[57, "imgutils.preprocess.transformers.convert_to_size_dict"]], "create_bit_transforms() (in module imgutils.preprocess.transformers)": [[57, "imgutils.preprocess.transformers.create_bit_transforms"]], "create_blip_transforms() (in module imgutils.preprocess.transformers)": [[57, "imgutils.preprocess.transformers.create_blip_transforms"]], "create_clip_transforms() (in module imgutils.preprocess.transformers)": [[57, "imgutils.preprocess.transformers.create_clip_transforms"]], "create_convnext_transforms() (in module imgutils.preprocess.transformers)": [[57, "imgutils.preprocess.transformers.create_convnext_transforms"]], "create_mobilenetv2_transforms() (in module imgutils.preprocess.transformers)": [[57, "imgutils.preprocess.transformers.create_mobilenetv2_transforms"]], "create_siglip_transforms() (in module imgutils.preprocess.transformers)": [[57, "imgutils.preprocess.transformers.create_siglip_transforms"]], "create_transforms_from_bit_processor() (in module imgutils.preprocess.transformers)": [[57, "imgutils.preprocess.transformers.create_transforms_from_bit_processor"]], "create_transforms_from_blip_processor() (in module imgutils.preprocess.transformers)": [[57, "imgutils.preprocess.transformers.create_transforms_from_blip_processor"]], "create_transforms_from_clip_processor() (in module imgutils.preprocess.transformers)": [[57, "imgutils.preprocess.transformers.create_transforms_from_clip_processor"]], "create_transforms_from_convnext_processor() (in module imgutils.preprocess.transformers)": [[57, "imgutils.preprocess.transformers.create_transforms_from_convnext_processor"]], "create_transforms_from_mobilenetv2_processor() (in module imgutils.preprocess.transformers)": [[57, "imgutils.preprocess.transformers.create_transforms_from_mobilenetv2_processor"]], "create_transforms_from_siglip_processor() (in module imgutils.preprocess.transformers)": [[57, "imgutils.preprocess.transformers.create_transforms_from_siglip_processor"]], "create_transforms_from_transformers() (in module imgutils.preprocess.transformers)": [[57, "imgutils.preprocess.transformers.create_transforms_from_transformers"]], "create_transforms_from_vit_processor() (in module imgutils.preprocess.transformers)": [[57, "imgutils.preprocess.transformers.create_transforms_from_vit_processor"]], "create_vit_transforms() (in module imgutils.preprocess.transformers)": [[57, "imgutils.preprocess.transformers.create_vit_transforms"]], "get_size_dict() (in module imgutils.preprocess.transformers)": [[57, "imgutils.preprocess.transformers.get_size_dict"]], "imgutils.preprocess.transformers": [[57, "module-imgutils.preprocess.transformers"]], "is_valid_size_dict() (in module imgutils.preprocess.transformers)": [[57, "imgutils.preprocess.transformers.is_valid_size_dict"]], "register_creators_for_transformers() (in module imgutils.preprocess.transformers)": [[57, "imgutils.preprocess.transformers.register_creators_for_transformers"]], "backgroundimageset (class in imgutils.resource.background)": [[58, "imgutils.resource.background.BackgroundImageSet"]], "__init__() (imgutils.resource.background.backgroundimageset method)": [[58, "imgutils.resource.background.BackgroundImageSet.__init__"]], "get_bg_image() (in module imgutils.resource.background)": [[58, "imgutils.resource.background.get_bg_image"]], "get_bg_image_file() (in module imgutils.resource.background)": [[58, "imgutils.resource.background.get_bg_image_file"]], "get_image() (imgutils.resource.background.backgroundimageset method)": [[58, "imgutils.resource.background.BackgroundImageSet.get_image"]], "get_image_file() (imgutils.resource.background.backgroundimageset method)": [[58, "imgutils.resource.background.BackgroundImageSet.get_image_file"]], "imgutils.resource.background": [[58, "module-imgutils.resource.background"]], "list_bg_image_files() (in module imgutils.resource.background)": [[58, "imgutils.resource.background.list_bg_image_files"]], "list_image_files() (imgutils.resource.background.backgroundimageset method)": [[58, "imgutils.resource.background.BackgroundImageSet.list_image_files"]], "random_bg_image() (in module imgutils.resource.background)": [[58, "imgutils.resource.background.random_bg_image"]], "random_bg_image_file() (in module imgutils.resource.background)": [[58, "imgutils.resource.background.random_bg_image_file"]], "random_image() (imgutils.resource.background.backgroundimageset method)": [[58, "imgutils.resource.background.BackgroundImageSet.random_image"]], "random_image_file() (imgutils.resource.background.backgroundimageset method)": [[58, "imgutils.resource.background.BackgroundImageSet.random_image_file"]], "imgutils.resource": [[59, "module-imgutils.resource"]], "imgutils.restore.adversarial": [[60, "module-imgutils.restore.adversarial"]], "remove_adversarial_noise() (in module imgutils.restore.adversarial)": [[60, "imgutils.restore.adversarial.remove_adversarial_noise"]], "imgutils.restore": [[61, "module-imgutils.restore"]], "imgutils.restore.nafnet": [[62, "module-imgutils.restore.nafnet"]], "restore_with_nafnet() (in module imgutils.restore.nafnet)": [[62, "imgutils.restore.nafnet.restore_with_nafnet"]], "imgutils.restore.scunet": [[63, "module-imgutils.restore.scunet"]], "restore_with_scunet() (in module imgutils.restore.scunet)": [[63, "imgutils.restore.scunet.restore_with_scunet"]], "imgutils.sd": [[64, "module-imgutils.sd"]], "sdmetadata (class in imgutils.sd.metadata)": [[65, "imgutils.sd.metadata.SDMetaData"]], "__str__() (imgutils.sd.metadata.sdmetadata method)": [[65, "imgutils.sd.metadata.SDMetaData.__str__"]], "get_sdmeta_from_image() (in module imgutils.sd.metadata)": [[65, "imgutils.sd.metadata.get_sdmeta_from_image"]], "imgutils.sd.metadata": [[65, "module-imgutils.sd.metadata"]], "parse_sdmeta_from_text() (in module imgutils.sd.metadata)": [[65, "imgutils.sd.metadata.parse_sdmeta_from_text"]], "pnginfo (imgutils.sd.metadata.sdmetadata property)": [[65, "imgutils.sd.metadata.SDMetaData.pnginfo"]], "save_image_with_sdmeta() (in module imgutils.sd.metadata)": [[65, "imgutils.sd.metadata.save_image_with_sdmeta"]], "text (imgutils.sd.metadata.sdmetadata property)": [[65, "imgutils.sd.metadata.SDMetaData.text"]], "imgutils.sd.model": [[66, "module-imgutils.sd.model"]], "read_metadata() (in module imgutils.sd.model)": [[66, "imgutils.sd.model.read_metadata"]], "save_with_metadata() (in module imgutils.sd.model)": [[66, "imgutils.sd.model.save_with_metadata"]], "naimetadata (class in imgutils.sd.nai)": [[67, "imgutils.sd.nai.NAIMetaData"], [67, "imgutils.sd.nai.NAIMetadata"]], "__init__() (imgutils.sd.nai.naimetadata method)": [[67, "imgutils.sd.nai.NAIMetaData.__init__"]], "add_naimeta_to_image() (in module imgutils.sd.nai)": [[67, "imgutils.sd.nai.add_naimeta_to_image"]], "get_naimeta_from_image() (in module imgutils.sd.nai)": [[67, "imgutils.sd.nai.get_naimeta_from_image"]], "imgutils.sd.nai": [[67, "module-imgutils.sd.nai"]], "pnginfo (imgutils.sd.nai.naimetadata property)": [[67, "imgutils.sd.nai.NAIMetaData.pnginfo"]], "save_image_with_naimeta() (in module imgutils.sd.nai)": [[67, "imgutils.sd.nai.save_image_with_naimeta"]], "imgutils.segment": [[68, "module-imgutils.segment"]], "get_isnetis_mask() (in module imgutils.segment.isnetis)": [[69, "imgutils.segment.isnetis.get_isnetis_mask"]], "imgutils.segment.isnetis": [[69, "module-imgutils.segment.isnetis"]], "segment_rgba_with_isnetis() (in module imgutils.segment.isnetis)": [[69, "imgutils.segment.isnetis.segment_rgba_with_isnetis"]], "segment_with_isnetis() (in module imgutils.segment.isnetis)": [[69, "imgutils.segment.isnetis.segment_with_isnetis"]], "drop_blacklisted_tags() (in module imgutils.tagging.blacklist)": [[70, "imgutils.tagging.blacklist.drop_blacklisted_tags"]], "imgutils.tagging.blacklist": [[70, "module-imgutils.tagging.blacklist"]], "is_blacklisted() (in module imgutils.tagging.blacklist)": [[70, "imgutils.tagging.blacklist.is_blacklisted"]], "char_prefixes (in module imgutils.tagging.character)": [[71, "imgutils.tagging.character.CHAR_PREFIXES"]], "char_suffixes (in module imgutils.tagging.character)": [[71, "imgutils.tagging.character.CHAR_SUFFIXES"]], "char_whitelist_prefix (in module imgutils.tagging.character)": [[71, "imgutils.tagging.character.CHAR_WHITELIST_PREFIX"]], "char_whitelist_suffix (in module imgutils.tagging.character)": [[71, "imgutils.tagging.character.CHAR_WHITELIST_SUFFIX"]], "char_whitelist_word (in module imgutils.tagging.character)": [[71, "imgutils.tagging.character.CHAR_WHITELIST_WORD"]], "charactertagpool (class in imgutils.tagging.character)": [[71, "imgutils.tagging.character.CharacterTagPool"]], "__init__() (imgutils.tagging.character.charactertagpool method)": [[71, "imgutils.tagging.character.CharacterTagPool.__init__"]], "drop_basic_character_tags() (imgutils.tagging.character.charactertagpool method)": [[71, "imgutils.tagging.character.CharacterTagPool.drop_basic_character_tags"]], "drop_basic_character_tags() (in module imgutils.tagging.character)": [[71, "imgutils.tagging.character.drop_basic_character_tags"]], "imgutils.tagging.character": [[71, "module-imgutils.tagging.character"]], "is_basic_character_tag() (imgutils.tagging.character.charactertagpool method)": [[71, "imgutils.tagging.character.CharacterTagPool.is_basic_character_tag"]], "is_basic_character_tag() (in module imgutils.tagging.character)": [[71, "imgutils.tagging.character.is_basic_character_tag"]], "get_deepdanbooru_tags() (in module imgutils.tagging.deepdanbooru)": [[72, "imgutils.tagging.deepdanbooru.get_deepdanbooru_tags"]], "imgutils.tagging.deepdanbooru": [[72, "module-imgutils.tagging.deepdanbooru"]], "get_deepgelbooru_tags() (in module imgutils.tagging.deepgelbooru)": [[73, "imgutils.tagging.deepgelbooru.get_deepgelbooru_tags"]], "imgutils.tagging.deepgelbooru": [[73, "module-imgutils.tagging.deepgelbooru"]], "add_underline() (in module imgutils.tagging.format)": [[74, "imgutils.tagging.format.add_underline"]], "imgutils.tagging.format": [[74, "module-imgutils.tagging.format"]], "remove_underline() (in module imgutils.tagging.format)": [[74, "imgutils.tagging.format.remove_underline"]], "tags_to_text() (in module imgutils.tagging.format)": [[74, "imgutils.tagging.format.tags_to_text"]], "imgutils.tagging": [[75, "module-imgutils.tagging"]], "imgutils.tagging.match": [[76, "module-imgutils.tagging.match"]], "tag_match_full() (in module imgutils.tagging.match)": [[76, "imgutils.tagging.match.tag_match_full"]], "tag_match_prefix() (in module imgutils.tagging.match)": [[76, "imgutils.tagging.match.tag_match_prefix"]], "tag_match_suffix() (in module imgutils.tagging.match)": [[76, "imgutils.tagging.match.tag_match_suffix"]], "get_mldanbooru_tags() (in module imgutils.tagging.mldanbooru)": [[77, "imgutils.tagging.mldanbooru.get_mldanbooru_tags"]], "imgutils.tagging.mldanbooru": [[77, "module-imgutils.tagging.mldanbooru"]], "imgutils.tagging.order": [[78, "module-imgutils.tagging.order"]], "sort_tags() (in module imgutils.tagging.order)": [[78, "imgutils.tagging.order.sort_tags"]], "drop_overlap_tags() (in module imgutils.tagging.overlap)": [[79, "imgutils.tagging.overlap.drop_overlap_tags"]], "imgutils.tagging.overlap": [[79, "module-imgutils.tagging.overlap"]], "convert_wd14_emb_to_prediction() (in module imgutils.tagging.wd14)": [[80, "imgutils.tagging.wd14.convert_wd14_emb_to_prediction"]], "denormalize_wd14_emb() (in module imgutils.tagging.wd14)": [[80, "imgutils.tagging.wd14.denormalize_wd14_emb"]], "get_wd14_tags() (in module imgutils.tagging.wd14)": [[80, "imgutils.tagging.wd14.get_wd14_tags"]], "imgutils.tagging.wd14": [[80, "module-imgutils.tagging.wd14"]], "imgutils.upscale.cdc": [[81, "module-imgutils.upscale.cdc"]], "upscale_with_cdc() (in module imgutils.upscale.cdc)": [[81, "imgutils.upscale.cdc.upscale_with_cdc"]], "imgutils.upscale": [[82, "module-imgutils.upscale"]], "imgutils.utils.cache": [[83, "module-imgutils.utils.cache"]], "ts_lru_cache() (in module imgutils.utils.cache)": [[83, "imgutils.utils.cache.ts_lru_cache"]], "imgutils.utils.func": [[84, "module-imgutils.utils.func"]], "sigmoid() (in module imgutils.utils.func)": [[84, "imgutils.utils.func.sigmoid"]], "imgutils.utils": [[85, "module-imgutils.utils"]], "get_onnx_provider() (in module imgutils.utils.onnxruntime)": [[86, "imgutils.utils.onnxruntime.get_onnx_provider"]], "imgutils.utils.onnxruntime": [[86, "module-imgutils.utils.onnxruntime"]], "open_onnx_model() (in module imgutils.utils.onnxruntime)": [[86, "imgutils.utils.onnxruntime.open_onnx_model"]], "get_ai_created_score() (in module imgutils.validate.aicheck)": [[87, "imgutils.validate.aicheck.get_ai_created_score"]], "imgutils.validate.aicheck": [[87, "module-imgutils.validate.aicheck"]], "is_ai_created() (in module imgutils.validate.aicheck)": [[87, "imgutils.validate.aicheck.is_ai_created"]], "anime_bangumi_char() (in module imgutils.validate.bangumi_char)": [[88, "imgutils.validate.bangumi_char.anime_bangumi_char"]], "anime_bangumi_char_score() (in module imgutils.validate.bangumi_char)": [[88, "imgutils.validate.bangumi_char.anime_bangumi_char_score"]], "imgutils.validate.bangumi_char": [[88, "module-imgutils.validate.bangumi_char"]], "anime_classify() (in module imgutils.validate.classify)": [[89, "imgutils.validate.classify.anime_classify"]], "anime_classify_score() (in module imgutils.validate.classify)": [[89, "imgutils.validate.classify.anime_classify_score"]], "imgutils.validate.classify": [[89, "module-imgutils.validate.classify"]], "imgutils.validate.color": [[90, "module-imgutils.validate.color"]], "is_greyscale() (in module imgutils.validate.color)": [[90, "imgutils.validate.color.is_greyscale"]], "anime_completeness() (in module imgutils.validate.completeness)": [[91, "imgutils.validate.completeness.anime_completeness"]], "anime_completeness_score() (in module imgutils.validate.completeness)": [[91, "imgutils.validate.completeness.anime_completeness_score"]], "imgutils.validate.completeness": [[91, "module-imgutils.validate.completeness"]], "anime_dbrating() (in module imgutils.validate.dbrating)": [[92, "imgutils.validate.dbrating.anime_dbrating"]], "anime_dbrating_score() (in module imgutils.validate.dbrating)": [[92, "imgutils.validate.dbrating.anime_dbrating_score"]], "imgutils.validate.dbrating": [[92, "module-imgutils.validate.dbrating"]], "anime_furry() (in module imgutils.validate.furry)": [[93, "imgutils.validate.furry.anime_furry"]], "anime_furry_score() (in module imgutils.validate.furry)": [[93, "imgutils.validate.furry.anime_furry_score"]], "imgutils.validate.furry": [[93, "module-imgutils.validate.furry"]], "imgutils.validate": [[94, "module-imgutils.validate"]], "get_monochrome_score() (in module imgutils.validate.monochrome)": [[95, "imgutils.validate.monochrome.get_monochrome_score"]], "imgutils.validate.monochrome": [[95, "module-imgutils.validate.monochrome"]], "is_monochrome() (in module imgutils.validate.monochrome)": [[95, "imgutils.validate.monochrome.is_monochrome"]], "imgutils.validate.nsfw": [[96, "module-imgutils.validate.nsfw"]], "nsfw_pred() (in module imgutils.validate.nsfw)": [[96, "imgutils.validate.nsfw.nsfw_pred"]], "nsfw_pred_score() (in module imgutils.validate.nsfw)": [[96, "imgutils.validate.nsfw.nsfw_pred_score"]], "anime_portrait() (in module imgutils.validate.portrait)": [[97, "imgutils.validate.portrait.anime_portrait"]], "anime_portrait_score() (in module imgutils.validate.portrait)": [[97, "imgutils.validate.portrait.anime_portrait_score"]], "imgutils.validate.portrait": [[97, "module-imgutils.validate.portrait"]], "anime_rating() (in module imgutils.validate.rating)": [[98, "imgutils.validate.rating.anime_rating"]], "anime_rating_score() (in module imgutils.validate.rating)": [[98, "imgutils.validate.rating.anime_rating_score"]], "imgutils.validate.rating": [[98, "module-imgutils.validate.rating"]], "anime_real() (in module imgutils.validate.real)": [[99, "imgutils.validate.real.anime_real"]], "anime_real_score() (in module imgutils.validate.real)": [[99, "imgutils.validate.real.anime_real_score"]], "imgutils.validate.real": [[99, "module-imgutils.validate.real"]], "imgutils.validate.safe": [[100, "module-imgutils.validate.safe"]], "safe_check() (in module imgutils.validate.safe)": [[100, "imgutils.validate.safe.safe_check"]], "safe_check_score() (in module imgutils.validate.safe)": [[100, "imgutils.validate.safe.safe_check_score"]], "anime_style_age() (in module imgutils.validate.style_age)": [[101, "imgutils.validate.style_age.anime_style_age"]], "anime_style_age_score() (in module imgutils.validate.style_age)": [[101, "imgutils.validate.style_age.anime_style_age_score"]], "imgutils.validate.style_age": [[101, "module-imgutils.validate.style_age"]], "anime_teen() (in module imgutils.validate.teen)": [[102, "imgutils.validate.teen.anime_teen"]], "anime_teen_score() (in module imgutils.validate.teen)": [[102, "imgutils.validate.teen.anime_teen_score"]], "imgutils.validate.teen": [[102, "module-imgutils.validate.teen"]], "imgutils.validate.truncate": [[103, "module-imgutils.validate.truncate"]], "is_truncated_file() (in module imgutils.validate.truncate)": [[103, "imgutils.validate.truncate.is_truncated_file"]]}}) \ No newline at end of file +Search.setIndex({"docnames": ["api_doc/ascii/drawing", "api_doc/ascii/index", "api_doc/config/index", "api_doc/config/meta", "api_doc/data/background", "api_doc/data/decode", "api_doc/data/encode", "api_doc/data/image", "api_doc/data/index", "api_doc/data/layer", "api_doc/detect/booru_yolo", "api_doc/detect/censor", "api_doc/detect/eye", "api_doc/detect/face", "api_doc/detect/halfbody", "api_doc/detect/hand", "api_doc/detect/head", "api_doc/detect/index", "api_doc/detect/nudenet", "api_doc/detect/person", "api_doc/detect/similarity", "api_doc/detect/text", "api_doc/detect/visual", "api_doc/edge/canny", "api_doc/edge/index", "api_doc/edge/lineart", "api_doc/edge/lineart_anime", "api_doc/generic/classify", "api_doc/generic/clip", "api_doc/generic/enhance", "api_doc/generic/index", "api_doc/generic/siglip", "api_doc/generic/yolo", "api_doc/metadata/geninfo", "api_doc/metadata/index", "api_doc/metadata/lsb", "api_doc/metrics/aesthetic", "api_doc/metrics/ccip", "api_doc/metrics/dbaesthetic", "api_doc/metrics/index", "api_doc/metrics/laplacian", "api_doc/metrics/lpips", "api_doc/metrics/psnr_", "api_doc/ocr/index", "api_doc/operate/align", "api_doc/operate/censor", "api_doc/operate/imgcensor", "api_doc/operate/index", "api_doc/operate/squeeze", "api_doc/pose/dwpose", "api_doc/pose/format", "api_doc/pose/index", "api_doc/pose/visual", "api_doc/preprocess/base", "api_doc/preprocess/index", "api_doc/preprocess/pillow", "api_doc/preprocess/torchvision", "api_doc/preprocess/transformers", "api_doc/resource/background", "api_doc/resource/index", "api_doc/restore/adversarial", "api_doc/restore/index", "api_doc/restore/nafnet", "api_doc/restore/scunet", "api_doc/sd/index", "api_doc/sd/metadata", "api_doc/sd/model", "api_doc/sd/nai", "api_doc/segment/index", "api_doc/segment/isnetis", "api_doc/tagging/blacklist", "api_doc/tagging/character", "api_doc/tagging/deepdanbooru", "api_doc/tagging/deepgelbooru", "api_doc/tagging/format", "api_doc/tagging/index", "api_doc/tagging/match", "api_doc/tagging/mldanbooru", "api_doc/tagging/order", "api_doc/tagging/overlap", "api_doc/tagging/wd14", "api_doc/upscale/cdc", "api_doc/upscale/index", "api_doc/utils/cache", "api_doc/utils/func", "api_doc/utils/index", "api_doc/utils/onnxruntime", "api_doc/validate/aicheck", "api_doc/validate/bangumi_char", "api_doc/validate/classify", "api_doc/validate/color", "api_doc/validate/completeness", "api_doc/validate/dbrating", "api_doc/validate/furry", "api_doc/validate/index", "api_doc/validate/monochrome", "api_doc/validate/nsfw", "api_doc/validate/portrait", "api_doc/validate/rating", "api_doc/validate/real", "api_doc/validate/safe", "api_doc/validate/style_age", "api_doc/validate/teen", "api_doc/validate/truncate", "index", "information/environment", "information/environment.result", "tutorials/installation/index", "tutorials/quick_start/index"], "filenames": ["api_doc/ascii/drawing.rst", "api_doc/ascii/index.rst", "api_doc/config/index.rst", "api_doc/config/meta.rst", "api_doc/data/background.rst", "api_doc/data/decode.rst", "api_doc/data/encode.rst", "api_doc/data/image.rst", "api_doc/data/index.rst", "api_doc/data/layer.rst", "api_doc/detect/booru_yolo.rst", "api_doc/detect/censor.rst", "api_doc/detect/eye.rst", "api_doc/detect/face.rst", "api_doc/detect/halfbody.rst", "api_doc/detect/hand.rst", "api_doc/detect/head.rst", "api_doc/detect/index.rst", "api_doc/detect/nudenet.rst", "api_doc/detect/person.rst", "api_doc/detect/similarity.rst", "api_doc/detect/text.rst", "api_doc/detect/visual.rst", "api_doc/edge/canny.rst", "api_doc/edge/index.rst", "api_doc/edge/lineart.rst", "api_doc/edge/lineart_anime.rst", "api_doc/generic/classify.rst", "api_doc/generic/clip.rst", "api_doc/generic/enhance.rst", "api_doc/generic/index.rst", "api_doc/generic/siglip.rst", "api_doc/generic/yolo.rst", "api_doc/metadata/geninfo.rst", "api_doc/metadata/index.rst", "api_doc/metadata/lsb.rst", "api_doc/metrics/aesthetic.rst", "api_doc/metrics/ccip.rst", "api_doc/metrics/dbaesthetic.rst", "api_doc/metrics/index.rst", "api_doc/metrics/laplacian.rst", "api_doc/metrics/lpips.rst", "api_doc/metrics/psnr_.rst", "api_doc/ocr/index.rst", "api_doc/operate/align.rst", "api_doc/operate/censor.rst", "api_doc/operate/imgcensor.rst", "api_doc/operate/index.rst", "api_doc/operate/squeeze.rst", "api_doc/pose/dwpose.rst", "api_doc/pose/format.rst", "api_doc/pose/index.rst", "api_doc/pose/visual.rst", "api_doc/preprocess/base.rst", "api_doc/preprocess/index.rst", "api_doc/preprocess/pillow.rst", "api_doc/preprocess/torchvision.rst", "api_doc/preprocess/transformers.rst", "api_doc/resource/background.rst", "api_doc/resource/index.rst", "api_doc/restore/adversarial.rst", "api_doc/restore/index.rst", "api_doc/restore/nafnet.rst", "api_doc/restore/scunet.rst", "api_doc/sd/index.rst", "api_doc/sd/metadata.rst", "api_doc/sd/model.rst", "api_doc/sd/nai.rst", "api_doc/segment/index.rst", "api_doc/segment/isnetis.rst", "api_doc/tagging/blacklist.rst", "api_doc/tagging/character.rst", "api_doc/tagging/deepdanbooru.rst", "api_doc/tagging/deepgelbooru.rst", "api_doc/tagging/format.rst", "api_doc/tagging/index.rst", "api_doc/tagging/match.rst", "api_doc/tagging/mldanbooru.rst", "api_doc/tagging/order.rst", "api_doc/tagging/overlap.rst", "api_doc/tagging/wd14.rst", "api_doc/upscale/cdc.rst", "api_doc/upscale/index.rst", "api_doc/utils/cache.rst", "api_doc/utils/func.rst", "api_doc/utils/index.rst", "api_doc/utils/onnxruntime.rst", "api_doc/validate/aicheck.rst", "api_doc/validate/bangumi_char.rst", "api_doc/validate/classify.rst", "api_doc/validate/color.rst", "api_doc/validate/completeness.rst", "api_doc/validate/dbrating.rst", "api_doc/validate/furry.rst", "api_doc/validate/index.rst", "api_doc/validate/monochrome.rst", "api_doc/validate/nsfw.rst", "api_doc/validate/portrait.rst", "api_doc/validate/rating.rst", "api_doc/validate/real.rst", "api_doc/validate/safe.rst", "api_doc/validate/style_age.rst", "api_doc/validate/teen.rst", "api_doc/validate/truncate.rst", "index.rst", "information/environment.ipynb", "information/environment.result.ipynb", "tutorials/installation/index.rst", "tutorials/quick_start/index.rst"], "titles": ["imgutils.ascii.drawing", "imgutils.ascii", "imgutils.config", "imgutils.config.meta", "imgutils.data.background", "imgutils.data.decode", "imgutils.data.encode", "imgutils.data.image", "imgutils.data", "imgutils.data.layer", "imgutils.detect.booru_yolo", "imgutils.detect.censor", "imgutils.detect.eye", "imgutils.detect.face", "imgutils.detect.halfbody", "imgutils.detect.hand", "imgutils.detect.head", "imgutils.detect", "imgutils.detect.nudenet", "imgutils.detect.person", "imgutils.detect.similarity", "imgutils.detect.text", "imgutils.detect.visual", "imgutils.edge.canny", "imgutils.edge", "imgutils.edge.lineart", "imgutils.edge.lineart_anime", "imgutils.generic.classify", "imgutils.generic.clip", "imgutils.generic.enhance", "imgutils.generic", "imgutils.generic.siglip", "imgutils.generic.yolo", "imgutils.metadata.geninfo", "imgutils.metadata", "imgutils.metadata.lsb", "imgutils.metrics.aesthetic", "imgutils.metrics.ccip", "imgutils.metrics.dbaesthetic", "imgutils.metrics", "imgutils.metrics.laplacian", "imgutils.metrics.lpips", "imgutils.metrics.psnr_", "imgutils.ocr", "imgutils.operate.align", "imgutils.operate.censor_", "imgutils.operate.imgcensor", "imgutils.operate", "imgutils.operate.squeeze", "imgutils.pose.dwpose", "imgutils.pose.format", "imgutils.pose", "imgutils.pose.visual", "imgutils.preprocess.base", "imgutils.preprocess", "imgutils.preprocess.pillow", "imgutils.preprocess.torchvision", "imgutils.preprocess.transformers", "imgutils.resource.background", "imgutils.resource", "imgutils.restore.adversarial", "imgutils.restore", "imgutils.restore.nafnet", "imgutils.restore.scunet", "imgutils.sd", "imgutils.sd.metadata", "imgutils.sd.model", "imgutils.sd.nai", "imgutils.segment", "imgutils.segment.isnetis", "imgutils.tagging.blacklist", "imgutils.tagging.character", "imgutils.tagging.deepdanbooru", "imgutils.tagging.deepgelbooru", "imgutils.tagging.format", "imgutils.tagging", "imgutils.tagging.match", "imgutils.tagging.mldanbooru", "imgutils.tagging.order", "imgutils.tagging.overlap", "imgutils.tagging.wd14", "imgutils.upscale.cdc", "imgutils.upscale", "imgutils.utils.cache", "imgutils.utils.func", "imgutils.utils", "imgutils.utils.onnxruntime", "imgutils.validate.aicheck", "imgutils.validate.bangumi_char", "imgutils.validate.classify", "imgutils.validate.color", "imgutils.validate.completeness", "imgutils.validate.dbrating", "imgutils.validate.furry", "imgutils.validate", "imgutils.validate.monochrome", "imgutils.validate.nsfw", "imgutils.validate.portrait", "imgutils.validate.rating", "imgutils.validate.real", "imgutils.validate.safe", "imgutils.validate.style_age", "imgutils.validate.teen", "imgutils.validate.truncate", "Welcome to imgutils\u2019s Documentation", "Run Environment Information", "Run Environment Information", "Installation", "Quick Start"], "terms": {"img": [0, 7, 27, 60, 65], "str": [0, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 23, 25, 26, 27, 28, 29, 31, 32, 33, 35, 36, 37, 38, 40, 41, 43, 44, 45, 46, 48, 49, 52, 55, 56, 57, 58, 62, 63, 65, 66, 67, 69, 70, 71, 72, 73, 74, 76, 77, 78, 79, 80, 81, 86, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102, 103], "pathlik": [0, 4, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 21, 22, 23, 25, 26, 27, 28, 29, 31, 32, 33, 35, 36, 37, 38, 40, 41, 43, 44, 45, 46, 48, 49, 52, 62, 63, 65, 67, 69, 72, 73, 77, 80, 81, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102], "byte": [0, 4, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 21, 22, 23, 25, 26, 27, 28, 29, 31, 32, 33, 35, 36, 37, 38, 40, 41, 43, 44, 45, 46, 48, 49, 50, 52, 62, 63, 65, 67, 69, 72, 73, 77, 80, 81, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102], "bytearrai": [0, 4, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 21, 22, 23, 25, 26, 27, 28, 29, 31, 32, 33, 35, 36, 37, 38, 40, 41, 43, 44, 45, 46, 48, 49, 50, 52, 62, 63, 65, 67, 69, 72, 73, 77, 80, 81, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102], "binaryio": [0, 4, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 21, 22, 23, 25, 26, 27, 28, 29, 31, 32, 33, 35, 36, 37, 38, 40, 41, 43, 44, 45, 46, 48, 49, 52, 62, 63, 65, 67, 69, 72, 73, 77, 80, 81, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102], "imag": [0, 4, 5, 6, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 31, 32, 33, 34, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 48, 49, 51, 52, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 67, 68, 69, 72, 73, 74, 75, 77, 80, 81, 82, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 107], "max_width": 0, "int": [0, 4, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 21, 22, 25, 26, 27, 28, 31, 32, 35, 37, 41, 43, 44, 45, 46, 48, 49, 50, 52, 57, 58, 60, 62, 63, 69, 77, 81, 100], "none": [0, 4, 7, 9, 11, 12, 13, 14, 15, 16, 19, 21, 22, 23, 25, 26, 27, 28, 29, 31, 32, 33, 35, 37, 45, 48, 49, 52, 55, 56, 57, 58, 65, 67, 70, 71, 86], "ellipsi": 0, "max_height": 0, "resampl": [0, 57], "2": [0, 7, 10, 20, 21, 36, 37, 38, 41, 43, 50, 57, 60, 65, 80, 87, 88, 89, 91, 92, 93, 95, 96, 97, 98, 99, 101, 102], "level": [0, 11, 12, 13, 14, 15, 16, 19, 31, 32, 36, 45, 58, 72, 92], "aspect": [0, 22, 32, 44], "float": [0, 6, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 27, 32, 37, 38, 40, 41, 42, 43, 45, 46, 48, 50, 52, 57, 58, 60, 67, 70, 71, 72, 73, 74, 77, 78, 79, 80, 84, 87, 88, 89, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102], "1": [0, 9, 10, 18, 19, 20, 36, 37, 38, 41, 43, 50, 57, 58, 60, 65, 66, 70, 71, 72, 73, 78, 80, 81, 84, 87, 88, 89, 91, 92, 93, 95, 96, 97, 98, 99, 101, 102, 105, 106], "8": [0, 10, 20, 35, 37, 41, 45, 50, 57, 60, 65, 87, 88, 89, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102, 105, 106, 107], "sourc": [0, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 23, 25, 26, 27, 28, 29, 31, 32, 33, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 48, 49, 50, 52, 53, 55, 56, 57, 58, 60, 62, 63, 65, 66, 67, 69, 70, 71, 72, 73, 74, 76, 77, 78, 79, 80, 81, 83, 84, 86, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102, 103], "gener": [0, 4, 10, 13, 19, 33, 34, 64, 65, 67, 73, 77, 80, 85, 92, 104], "art": [0, 65], "base": [0, 16, 19, 20, 27, 28, 31, 32, 37, 38, 40, 41, 44, 45, 46, 48, 50, 52, 54, 55, 57, 58, 67, 69, 72, 73, 77, 78, 79, 80, 88, 92, 96, 98, 104], "given": [0, 5, 6, 7, 9, 12, 13, 15, 16, 17, 18, 21, 23, 25, 26, 27, 28, 31, 35, 37, 40, 44, 46, 50, 53, 57, 65, 67, 70, 71, 76, 79, 80, 87, 89, 92, 95, 96, 98, 102], "paramet": [0, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 23, 25, 26, 27, 28, 29, 31, 32, 33, 34, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 48, 49, 50, 52, 55, 56, 57, 58, 60, 62, 63, 65, 66, 67, 69, 70, 71, 72, 73, 74, 76, 77, 78, 79, 80, 81, 83, 84, 86, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102, 103], "imagetyp": [0, 10, 11, 12, 13, 14, 15, 16, 19, 21, 22, 27, 29, 32, 33, 35, 37, 38, 40, 43, 45, 48, 49, 52, 62, 63, 65, 67, 73, 80, 81, 88, 91, 93, 96, 97, 99, 100, 101], "The": [0, 4, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 22, 27, 28, 29, 31, 32, 33, 34, 35, 37, 38, 40, 43, 44, 45, 46, 48, 49, 50, 52, 55, 56, 57, 58, 60, 61, 62, 63, 65, 66, 67, 69, 71, 72, 73, 74, 76, 77, 78, 80, 81, 83, 84, 86, 87, 88, 89, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102, 103, 107], "input": [0, 10, 11, 12, 13, 14, 16, 18, 19, 21, 22, 27, 28, 29, 31, 32, 33, 35, 37, 38, 40, 43, 44, 45, 46, 48, 49, 52, 55, 57, 60, 62, 63, 65, 67, 70, 71, 73, 74, 76, 78, 80, 81, 84, 88, 91, 93, 96, 97, 99, 101], "option": [0, 4, 10, 11, 12, 13, 14, 15, 16, 19, 20, 21, 22, 27, 28, 31, 32, 33, 37, 43, 45, 48, 49, 52, 57, 58, 60, 65, 66, 67, 70, 71, 78, 83], "maximum": [0, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 22, 32, 37, 43, 44, 45, 57, 60, 83, 100], "width": [0, 4, 9, 46, 57, 58, 77], "If": [0, 7, 9, 11, 12, 13, 14, 15, 16, 19, 20, 22, 27, 28, 31, 32, 33, 35, 37, 43, 45, 48, 50, 52, 55, 56, 57, 60, 62, 63, 65, 66, 67, 70, 71, 78, 80, 86, 87, 88, 89, 92, 95, 98, 102], "set": [0, 10, 22, 27, 28, 32, 37, 48, 50, 52, 57, 80, 86, 89, 92, 98, 102, 103], "automat": [0, 4, 28, 31, 37, 48, 86, 105, 106], "determin": [0, 7, 37, 96], "termin": 0, "size": [0, 4, 5, 6, 9, 21, 22, 23, 25, 26, 37, 44, 46, 48, 52, 55, 56, 57, 58, 60, 62, 63, 65, 69, 77, 81, 82, 100, 105, 106], "height": [0, 4, 9, 46, 57, 58, 77], "filter": [0, 32, 48, 57, 60, 70, 71, 92, 94, 98], "us": [0, 4, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 23, 25, 26, 27, 28, 29, 31, 32, 33, 34, 35, 36, 37, 38, 41, 43, 45, 46, 48, 49, 52, 53, 55, 57, 60, 61, 62, 63, 65, 66, 67, 70, 72, 73, 74, 77, 80, 81, 83, 84, 86, 87, 88, 89, 92, 94, 95, 96, 98, 102], "when": [0, 6, 9, 10, 21, 23, 25, 26, 27, 28, 35, 37, 41, 45, 46, 50, 53, 57, 62, 65, 67, 69, 77, 81, 83, 86, 87, 103], "resiz": [0, 21, 22, 32, 44, 52, 55, 56, 57, 65, 77], "charact": [0, 37, 43, 52, 68, 69, 72, 73, 74, 75, 80, 88, 104], "repres": [0, 6, 9, 10, 11, 12, 13, 20, 37, 41, 45, 48, 50, 67, 69, 78, 87, 96, 103], "differ": [0, 7, 12, 13, 14, 15, 16, 19, 20, 28, 33, 34, 35, 37, 41, 42, 49, 50, 56, 57, 88, 93, 97, 99, 101, 105, 106], "intens": 0, "proport": [0, 88], "correct": [0, 35], "output": [0, 22, 27, 28, 31, 38, 52, 65, 66, 73, 78, 80, 107], "which": [0, 4, 9, 20, 21, 23, 25, 26, 31, 33, 37, 41, 46, 55, 57, 58, 61, 65, 66, 67, 69, 70, 73, 77, 83, 84, 86, 87, 89, 94, 95, 96, 103, 104, 105, 106, 107], "should": [0, 3, 9, 22, 37, 41, 45, 46, 48, 57, 69, 80, 107], "approxim": 0, "ratio": [0, 22, 32, 43, 44, 46, 77], "your": [0, 48, 62, 103, 105, 106, 107], "thi": [0, 3, 4, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 24, 27, 28, 29, 31, 32, 33, 34, 35, 36, 37, 38, 40, 41, 43, 45, 46, 48, 49, 50, 52, 53, 55, 56, 57, 60, 62, 63, 64, 65, 66, 67, 68, 72, 75, 79, 80, 81, 83, 84, 86, 87, 88, 89, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102, 103, 105, 106], "valu": [0, 4, 7, 9, 11, 15, 16, 19, 20, 35, 37, 41, 45, 48, 50, 55, 56, 57, 66, 72, 77, 84, 87, 95, 103], "ensur": [0, 28, 32, 37, 44, 57, 62, 65, 83], "i": [0, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 31, 32, 33, 34, 35, 36, 37, 38, 40, 41, 43, 45, 46, 48, 49, 50, 52, 53, 55, 56, 57, 58, 60, 62, 63, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 77, 78, 80, 81, 83, 84, 86, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107], "close": [0, 46, 65], "possibl": [0, 21, 28, 37, 46], "origin": [0, 4, 5, 7, 18, 23, 25, 26, 35, 36, 42, 45, 46, 48, 52, 69, 72, 74, 77, 78, 96], "default": [0, 4, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 18, 20, 21, 23, 25, 26, 27, 28, 31, 32, 37, 38, 40, 41, 43, 45, 46, 48, 50, 52, 57, 58, 62, 63, 66, 69, 70, 71, 72, 74, 77, 80, 81, 86, 87, 88, 89, 91, 92, 93, 95, 96, 97, 98, 99, 101, 102], "return": [0, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 23, 25, 26, 27, 28, 29, 31, 32, 33, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 48, 49, 50, 52, 55, 56, 57, 58, 60, 62, 63, 65, 66, 67, 69, 70, 71, 72, 73, 74, 76, 77, 78, 79, 80, 81, 83, 84, 86, 87, 88, 89, 90, 91, 92, 93, 96, 97, 98, 99, 100, 101, 102, 103], "represent": [0, 20, 37, 55, 56, 65], "type": [0, 7, 9, 10, 11, 12, 13, 14, 15, 16, 19, 20, 21, 22, 27, 28, 29, 31, 32, 33, 35, 37, 38, 40, 43, 45, 46, 48, 49, 50, 52, 55, 56, 57, 58, 60, 62, 63, 65, 66, 67, 70, 71, 74, 76, 78, 79, 80, 81, 83, 84, 88, 91, 92, 93, 96, 97, 98, 99, 100, 101], "exampl": [0, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 22, 23, 24, 25, 26, 27, 32, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 48, 49, 55, 56, 57, 58, 60, 65, 69, 70, 71, 72, 73, 74, 77, 78, 79, 80, 81, 83, 84, 86, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 98, 99, 101, 102, 103], "here": [0, 10, 18, 24, 37, 41, 42, 65, 70, 72, 73, 77, 80, 81, 88, 90, 103, 105, 106], "an": [0, 4, 7, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 31, 32, 33, 35, 36, 37, 38, 40, 41, 43, 44, 45, 46, 48, 49, 50, 52, 55, 57, 60, 62, 63, 65, 67, 68, 69, 71, 72, 73, 75, 78, 80, 81, 84, 86, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102, 103], "jerri": 0, "from": [0, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 25, 26, 27, 31, 32, 33, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 48, 49, 50, 55, 56, 57, 58, 60, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 77, 78, 79, 80, 81, 83, 84, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102, 103, 105, 106, 107], "import": [0, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 19, 22, 32, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 48, 49, 55, 56, 57, 58, 60, 65, 69, 70, 71, 72, 73, 74, 77, 78, 79, 80, 81, 83, 84, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 98, 99, 101, 102, 103, 105, 106, 107], "print": [0, 10, 15, 16, 19, 20, 32, 65, 66, 105, 106, 107], "png": [0, 7, 9, 11, 22, 33, 35, 40, 45, 46, 48, 60, 65, 67, 69, 80, 81, 90, 103], "draw": [1, 22, 24, 25, 52, 96, 104], "ascii_draw": 1, "meta": [2, 104, 107], "__title__": [2, 107], "__version__": [2, 107], "__description__": [2, 107], "__author__": [2, 107], "__author_email__": 2, "overview": [3, 4, 5, 6, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 26, 29, 30, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 48, 49, 51, 57, 58, 59, 60, 61, 62, 63, 64, 65, 68, 69, 70, 71, 72, 73, 74, 75, 77, 80, 81, 82, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103], "inform": [3, 28, 31, 32, 33, 34, 35, 52, 65, 67, 79], "packag": 3, "titl": [3, 67], "project": [3, 18, 72, 80, 103], "version": [3, 10, 11, 12, 13, 14, 15, 16, 18, 19, 21, 32, 36, 45, 62, 63, 65, 66, 83, 89, 104, 107], "short": [3, 73, 77, 80], "descript": [3, 18, 27, 31, 67], "includ": [3, 7, 10, 11, 18, 19, 20, 22, 27, 28, 29, 31, 32, 33, 34, 49, 50, 56, 57, 64, 65, 66, 67, 73, 80, 84, 88, 96], "setup": 3, "py": [3, 69], "author": [3, 66], "email": 3, "step": [4, 46, 57, 65], "forecolor": [4, 23, 25, 26], "lightgrei": 4, "backcolor": [4, 23, 25, 26], "white": [4, 7, 23, 25, 26, 28, 57, 65, 69], "creat": [4, 27, 28, 31, 32, 33, 45, 55, 56, 57, 65, 67, 71, 87], "black": [4, 45, 65], "squar": [4, 57], "can": [4, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 22, 24, 28, 31, 33, 35, 37, 41, 45, 49, 50, 55, 57, 65, 66, 67, 73, 78, 80, 86, 88, 94, 95, 104, 107], "complement": 4, "transpar": [4, 7, 9, 23, 25, 26, 46, 48, 69, 81], "area": [4, 9, 10, 20, 21, 45, 46], "grid": 4, "pixel": [4, 22, 35, 45, 46, 48, 57, 60, 65, 69, 95], "mean": [4, 18, 20, 21, 23, 25, 26, 27, 37, 40, 41, 46, 50, 55, 56, 57, 86, 89, 107], "function": [4, 6, 7, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 27, 28, 31, 32, 33, 34, 35, 37, 40, 43, 45, 46, 48, 49, 52, 55, 56, 57, 60, 62, 64, 65, 66, 67, 79, 80, 81, 83, 84, 88, 92, 96, 98, 103], "suitabl": [4, 55, 57, 72, 96], "color": [4, 7, 9, 23, 25, 26, 45, 60, 65, 69, 94, 95, 104], "fore": [4, 23, 25, 26], "back": [4, 80], "A": [4, 7, 11, 12, 13, 14, 15, 16, 18, 19, 23, 25, 26, 27, 32, 35, 36, 37, 38, 43, 44, 45, 46, 48, 55, 57, 58, 65, 66, 67, 71, 74, 79, 83, 86, 87, 88, 89, 91, 92, 93, 95, 97, 98, 99, 100, 101, 102, 107], "rgba": [4, 7, 29, 35, 62, 63, 69, 81], "contain": [4, 9, 11, 12, 13, 14, 15, 16, 18, 19, 20, 22, 27, 28, 31, 32, 37, 38, 50, 52, 57, 62, 65, 66, 67, 73, 77, 80, 89, 92, 98, 100, 102], "add": [4, 33, 66, 67, 74], "rgb": [4, 5, 6, 7, 28, 29, 45, 57, 58, 65, 69, 81], "In": [4, 25, 37, 88, 89], "document": [4, 105, 106, 107], "accur": [4, 11, 19, 92, 98], "present": [4, 33, 67, 72], "state": [4, 31], "shown": [4, 68], "follow": [4, 27, 37, 50, 56, 57, 61, 66, 67, 73, 80, 87, 88, 89, 91, 92, 93, 95, 97, 98, 99, 101, 102, 107], "figur": 4, "order_": [5, 6], "chw": [5, 6], "numpi": [5, 9, 22, 28, 31, 35, 37, 48, 50, 80, 84], "pil": [5, 6, 7, 9, 15, 22, 28, 32, 41, 44, 45, 46, 48, 55, 57, 58, 60, 65, 73, 81, 90, 95], "both": [5, 11, 20, 28, 31, 43, 55, 66, 80], "np": [5, 6, 9, 27, 28, 31, 35, 37, 46, 48, 50, 80, 84], "uint8": [5, 6], "float32": [5, 6, 9, 23, 25, 26, 37], "ar": [5, 7, 9, 10, 11, 12, 13, 14, 15, 16, 19, 20, 21, 27, 28, 31, 32, 33, 37, 40, 41, 42, 43, 45, 50, 53, 56, 57, 58, 61, 65, 66, 67, 70, 71, 72, 73, 77, 78, 80, 81, 87, 88, 89, 90, 91, 92, 93, 95, 97, 98, 99, 100, 101, 102, 103], "support": [5, 7, 12, 13, 14, 16, 19, 27, 31, 32, 33, 46, 52, 55, 56, 57, 62, 63, 65, 66, 67, 80, 81], "order": [5, 6, 57, 74, 75, 104], "object": [5, 7, 9, 10, 16, 20, 22, 32, 33, 35, 41, 45, 49, 52, 53, 56, 57, 58, 65, 67, 72, 73, 86, 89, 90, 92, 95, 98, 102], "rgb_encod": [5, 8], "open": [5, 6, 7, 9, 10, 15, 27, 32, 44, 45, 46, 48, 60, 65, 66, 81, 86], "custom_imag": [5, 6], "jpg": [5, 6, 7, 10, 12, 13, 14, 15, 16, 19, 22, 27, 32, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 49, 58, 69, 72, 73, 77, 80, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 98, 99, 101, 102, 103], "data_cwh": 5, "cwh": 5, "data_int": 5, "use_float": [5, 6], "fals": [5, 6, 7, 22, 25, 32, 37, 43, 45, 57, 62, 63, 65, 66, 67, 70, 71, 72, 73, 74, 76, 77, 80, 81, 87, 90, 95, 103], "mode": [5, 6, 7, 20, 32, 35, 56, 58, 65, 78, 81, 86], "1606x1870": [5, 6], "0x7fb9b89bbdc0": 5, "0x7fb9b89bbe50": 5, "0x7fb9b89bbdf0": 5, "invers": 5, "oper": [5, 28, 31, 36, 37, 38, 40, 41, 57, 66, 104], "encod": [5, 8, 27, 28, 31, 35, 67, 104], "bool": [6, 7, 22, 25, 32, 37, 43, 45, 48, 49, 52, 57, 62, 63, 66, 67, 70, 71, 72, 73, 74, 76, 77, 80, 81, 87, 95, 103], "true": [6, 7, 22, 32, 37, 45, 46, 49, 52, 55, 56, 57, 62, 63, 66, 67, 70, 71, 74, 76, 80, 87, 90, 95, 103], "ndarrai": [6, 9, 27, 28, 31, 35, 37, 41, 46, 48, 50, 80, 84], "channel": [6, 7, 29, 57, 62, 63, 81], "jpegimageplugin": [6, 58], "jpegimagefil": [6, 58], "0x7f9ec37389d0": 6, "shape": [6, 37, 41, 48, 69, 80], "dtype": [6, 37], "3": [6, 9, 10, 11, 12, 13, 19, 20, 37, 38, 41, 43, 45, 50, 52, 57, 60, 65, 73, 80, 87, 88, 89, 91, 92, 93, 95, 96, 97, 98, 99, 101, 102, 105, 106, 107], "1870": 6, "1606": 6, "whc": 6, "": [6, 10, 11, 12, 13, 14, 15, 16, 19, 20, 21, 27, 32, 33, 35, 43, 45, 55, 57, 65, 80, 83, 91], "result": [6, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 27, 28, 31, 32, 35, 38, 41, 43, 45, 46, 48, 49, 69, 72, 73, 80, 84, 91, 92, 98], "same": [6, 37, 42, 80, 83], "torchvis": [6, 54, 104], "transform": [6, 7, 53, 54, 55, 56, 74, 104], "to_tensor": [6, 55, 56], "modul": [7, 10, 15, 16, 18, 19, 20, 21, 22, 27, 28, 31, 32, 33, 34, 35, 55, 56, 64, 66, 67, 68, 80, 83, 84, 92, 98, 104], "provid": [7, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 27, 28, 29, 31, 32, 33, 34, 35, 37, 45, 48, 50, 52, 55, 56, 57, 64, 65, 66, 67, 77, 78, 80, 83, 84, 86, 92, 98], "util": [7, 18, 19, 27, 30, 32, 41, 44, 48, 51, 55, 56, 61, 64, 66, 72, 73, 77, 80, 104], "process": [7, 8, 11, 12, 14, 15, 20, 29, 32, 34, 35, 37, 55, 57, 60, 62, 63, 64, 71, 80, 107], "manipul": [7, 64], "python": [7, 35, 60, 83, 105, 106, 107], "librari": [7, 32, 55, 57, 60, 107], "It": [7, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 27, 28, 31, 32, 33, 34, 45, 46, 48, 52, 55, 56, 64, 66, 67, 80, 83, 84, 96, 107], "load": [7, 11, 12, 15, 16, 27, 28, 31, 32, 33, 35, 65, 80, 86], "variou": [7, 12, 13, 15, 19, 20, 22, 27, 29, 31, 32, 34, 57, 65, 67, 84, 107], "handl": [7, 27, 28, 31, 32, 34, 35, 53, 56, 57, 64, 67], "multipl": [7, 9, 14, 28, 31, 35, 37, 41, 65], "ad": [7, 10, 57, 66, 67, 74], "background": [7, 8, 23, 25, 26, 28, 59, 65, 69, 104], "check": [7, 35, 40, 66, 70, 71, 76, 87, 90, 100, 103, 107], "alpha": [7, 29, 62, 63], "design": [7, 20, 27, 31, 33, 34], "simplifi": [7, 88], "common": [7, 56], "relat": [7, 10, 12, 15, 64, 71, 84], "task": [7, 19, 20, 31, 34, 45, 55], "applic": [7, 55, 72, 77, 96], "kei": [7, 16, 20, 28, 57, 66, 73, 80], "featur": [7, 11, 16, 28, 30, 31, 37, 41, 67, 69, 72, 73, 74, 80, 88], "file": [7, 9, 10, 11, 14, 16, 22, 33, 35, 41, 58, 64, 65, 66, 67, 86, 95, 103, 104], "path": [7, 9, 10, 11, 14, 16, 22, 28, 32, 35, 58, 65, 66, 67, 73, 90, 95, 103], "binari": [7, 84], "like": [7, 10, 17, 22, 56, 57, 77, 83, 107], "onc": 7, "particularli": [7, 20, 27, 33, 34, 67, 83], "requir": [7, 9, 18, 19, 37, 46, 66, 67, 92, 98, 107], "preprocess": [7, 18, 27, 28, 32, 37, 62, 104], "befor": [7, 35, 37, 66, 80], "further": 7, "analysi": [7, 38], "force_background": [7, 57], "appli": [7, 13, 16, 18, 29, 37, 45, 46, 48, 55, 57, 60, 80, 84], "necessari": [7, 37, 72, 77], "convert": [7, 28, 33, 35, 37, 50, 55, 56, 57, 67, 80, 96], "specifi": [7, 20, 21, 22, 27, 28, 31, 32, 37, 45, 46, 48, 57, 65, 66, 67, 71, 73, 78, 80, 83], "ha": [7, 21, 43, 56, 81, 96, 105, 106], "4": [7, 10, 13, 15, 16, 20, 35, 36, 37, 38, 41, 45, 50, 60, 62, 63, 65, 73, 80, 87, 88, 89, 91, 92, 93, 95, 96, 97, 98, 99, 101, 102, 105, 106], "format": [7, 9, 23, 25, 26, 27, 28, 31, 32, 33, 34, 35, 38, 45, 48, 49, 51, 55, 57, 65, 66, 67, 73, 75, 80, 96, 104], "avoid": [7, 72], "anomali": 7, "dure": [7, 27, 35, 74, 95, 103], "subsequ": [7, 28, 45], "convers": [7, 32, 56, 57], "union": [7, 11, 12, 13, 14, 15, 16, 19, 20, 28, 31, 35, 37, 45, 50, 55, 57, 65, 67, 70, 71, 78], "retain": 7, "rais": [7, 11, 12, 14, 15, 16, 19, 20, 27, 31, 32, 35, 45, 48, 50, 53, 55, 56, 57, 60, 65, 66, 67, 70, 71, 78], "typeerror": [7, 50, 55, 56, 57, 70, 71, 78], "isinst": 7, "list": [7, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 27, 28, 31, 32, 37, 41, 43, 45, 46, 49, 52, 55, 56, 57, 58, 70, 71, 78, 79, 80, 87, 89, 92, 98, 102], "tupl": [7, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 27, 28, 31, 32, 37, 38, 41, 43, 45, 46, 49, 57, 80, 88, 89, 91, 92, 93, 96, 97, 98, 99, 100, 101, 102], "take": [7, 52, 57], "singl": [7, 14, 31, 35, 37, 56, 57, 74, 80, 84], "call": [7, 24, 65], "each": [7, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 22, 27, 32, 37, 41, 48, 55, 64, 74, 76, 80, 81, 96], "item": [7, 9, 16], "multiimagestyp": [7, 28, 31, 37, 46], "img_path": 7, "image1": 7, "image2": 7, "loaded_imag": 7, "len": [7, 58], "all": [7, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 24, 27, 28, 31, 32, 36, 37, 38, 40, 41, 43, 49, 50, 60, 62, 63, 66, 68, 69, 73, 75, 80, 87, 88, 89, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102], "pillow": [7, 54, 104], "boolean": [7, 37], "otherwis": [7, 33, 37, 57, 62, 63, 67, 70, 71, 76, 81, 86], "tool": [8, 14, 22, 27, 29, 36, 37, 38, 39, 45, 60, 68, 74, 94, 96], "basic": [8, 55, 59, 71], "grid_background": 8, "grid_transpar": 8, "decod": [8, 35, 104], "rgb_decod": 8, "load_imag": [8, 22, 49, 65], "has_alpha_channel": 8, "layer": [8, 84, 104], "istack": 8, "mai": [9, 12, 15, 37, 61, 65, 72, 77, 83, 103, 105, 106], "block": [9, 27, 31, 32], "togeth": 9, "new": [9, 21, 27, 50, 62, 63, 65, 66, 71], "similar": [9, 10, 17, 28, 31, 37, 41, 57, 77, 80, 104], "techniqu": [9, 29, 35], "p": [9, 72, 73, 77, 80], "need": [9, 14, 32, 43, 46, 83, 87, 89, 92, 95, 98, 102], "stack": [9, 80], "addition": 9, "second": [9, 20, 37, 42, 76], "element": [9, 80], "rang": [9, 37, 41, 46], "left": [9, 45, 46, 50, 84], "0": [9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 27, 28, 32, 36, 37, 38, 41, 43, 45, 46, 48, 50, 52, 55, 56, 57, 60, 65, 66, 70, 71, 72, 73, 74, 77, 78, 79, 80, 84, 87, 88, 89, 91, 92, 93, 95, 96, 97, 98, 99, 101, 102, 105, 106, 107], "right": [9, 45, 50, 84], "two": [9, 20, 37, 42, 60, 76, 95], "dimension": [9, 80], "arrai": [9, 22, 28, 35, 37, 41, 48, 50, 80, 84], "h": [9, 23, 25, 26, 48, 69], "w": [9, 23, 25, 26, 48, 69, 80], "posit": [9, 37, 45, 46, 88], "target": [9, 17, 23, 25, 26, 28, 46, 57], "By": [9, 43], "first": [9, 10, 14, 20, 32, 37, 42, 76], "howev": [9, 37], "solid": [9, 45], "pure": [9, 69], "lime": [9, 69], "nian": 9, "save": [9, 22, 33, 60, 65, 66, 67, 69], "nian_lim": 9, "yellow": [9, 65], "5": [9, 10, 14, 19, 20, 37, 38, 41, 43, 46, 48, 50, 55, 56, 57, 58, 65, 72, 84, 87, 88, 89, 91, 92, 93, 95, 96, 97, 98, 99, 101, 102], "9": [9, 10, 20, 37, 41, 50, 57, 65, 78, 87, 88, 89, 91, 92, 95, 96, 97, 98, 99, 101, 102], "nian_tran": 9, "custom": [9, 11, 12, 13, 14, 15, 16, 19, 27, 31, 32, 35, 38, 45, 46, 48, 56, 57, 65, 66, 70], "mask": [9, 23, 25, 26, 46, 48, 69], "hs1": 9, "ab": 9, "linspac": 9, "ws1": 9, "nian_mask": 9, "hxw": [9, 23, 25, 26, 48], "booru": 10, "yolo": [10, 16, 18, 30, 104], "aperveyev": 10, "host": [10, 13, 18, 21, 28, 37, 43, 58, 73, 81, 87, 88, 89, 91, 92, 93, 95, 97, 98, 99, 101, 102, 107], "deepgh": [10, 11, 12, 13, 14, 15, 16, 18, 21, 37, 41, 43, 58, 73, 77, 81, 87, 88, 89, 91, 92, 93, 95, 97, 98, 99, 101, 102, 107], "overal": [10, 11, 12, 13, 14, 15, 16, 18, 19, 21, 24, 36, 37, 38, 40, 41, 43, 49, 60, 62, 63, 68, 75, 87, 88, 89, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102], "benchmark": [10, 11, 12, 13, 14, 15, 16, 18, 19, 21, 24, 36, 37, 38, 40, 41, 43, 49, 60, 62, 63, 68, 75, 81, 87, 88, 89, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102], "explan": 10, "No": [10, 65, 105, 106], "head": [10, 17, 22, 49, 71, 88, 97, 104], "anim": [10, 11, 12, 13, 14, 15, 16, 17, 19, 24, 26, 36, 37, 38, 40, 49, 51, 52, 58, 65, 68, 69, 71, 72, 75, 81, 88, 89, 92, 93, 97, 98, 99, 101, 102, 107], "pretti": 10, "girl": [10, 43, 71], "onli": [10, 11, 12, 13, 14, 15, 16, 19, 22, 37, 66, 71, 72, 77, 80, 95], "bust": 10, "torso": 10, "part": [10, 48, 49, 50], "collarbon": 10, "center": [10, 46, 56, 57], "pair": [10, 20, 31], "cover": [10, 18, 46, 65, 71], "breast": [10, 18, 71, 72, 73, 77, 79, 80], "boob": 10, "bra": 10, "nippl": [10, 11, 45, 65], "mostli": [10, 14], "visibl": [10, 22], "nsfw": [10, 45, 94, 104], "shld": 10, "shoulder": [10, 50], "mayb": 10, "one": [10, 31, 35, 41, 43, 57, 71, 80], "view": [10, 43], "profil": 10, "exactli": 10, "rear": 10, "exclud": 10, "sideb": 10, "uncov": 10, "other": [10, 37, 43, 57, 76, 79, 88], "visual": [10, 11, 12, 13, 14, 16, 17, 19, 37, 39, 49, 51, 80, 104], "mark": 10, "belli": [10, 18], "button": [10, 27, 73], "hip": [10, 50], "half": [10, 14, 71], "stock": 10, "line": [10, 24, 25, 52], "knee": [10, 50], "below": [10, 52, 68, 107], "6": [10, 20, 22, 37, 41, 50, 57, 60, 70, 71, 87, 88, 89, 91, 92, 93, 95, 96, 97, 98, 99, 101, 102, 105, 106], "nopan": 10, "panti": [10, 74], "cloth": 10, "bikini": 10, "regardless": 10, "censor": [10, 17, 45, 46, 92, 98, 104], "evid": 10, "7": [10, 11, 13, 14, 15, 16, 32, 37, 41, 43, 45, 48, 50, 57, 65, 70, 71, 77, 87, 88, 89, 91, 92, 93, 95, 96, 97, 98, 99, 101, 102], "butt": 10, "buttock": [10, 18], "least": [10, 34, 35, 67], "partial": 10, "behind": 10, "more": [10, 11, 30, 31, 43, 50, 55, 65, 83, 86], "less": [10, 11, 13, 19, 87], "stand": [10, 65, 72, 73, 77, 80], "sit": [10, 71], "ass": 10, "split": [10, 77], "leg": [10, 65], "wide": [10, 65], "90": 10, "degre": [10, 46], "typic": [10, 11, 28, 57], "abov": [10, 11, 12, 13, 14, 15, 16, 19, 48, 89, 92, 98, 102], "10": [10, 21, 27, 37, 41, 46, 50, 57, 60, 87, 88, 89, 92, 95, 96, 98, 99], "sprd": 10, "strongli": [10, 81], "11": [10, 37, 50, 87, 88, 89, 92, 95, 96, 98, 99], "vsplt": 10, "pose": [10, 37, 104], "12": [10, 22, 37, 45, 50, 57, 87, 88, 89, 92, 95, 96, 98, 99, 107], "vsprd": 10, "vsplit": 10, "13": [10, 37, 50, 88, 89, 92, 96, 99, 101], "full": [10, 65], "almost": 10, "side": [10, 44, 71, 103], "usual": [10, 41], "ly": 10, "14": [10, 50, 57, 88, 89, 92, 96, 99], "wing": [10, 71], "dragon": 10, "poni": 10, "15": [10, 40, 42, 50, 57, 88, 89, 92, 96, 99, 105, 106], "feral": 10, "four": [10, 11, 88], "non": [10, 11, 12, 13, 14, 15, 16, 18, 19, 32, 45, 93], "human": [10, 11, 12, 13, 14, 15, 16, 19, 49, 51, 87], "16": [10, 50, 57, 60, 62, 63, 88, 92, 96, 99], "hdrago": 10, "style": [10, 14, 19, 46, 101, 107], "17": [10, 50, 57, 96, 101], "hponi": 10, "18": [10, 18, 50, 57, 92, 96, 98, 105, 106], "hfox": 10, "cartoon": 10, "fox": 10, "dog": 10, "zootopia": 10, "nick": 10, "wild": 10, "19": [10, 50, 96], "hrabb": 10, "rabbit": 10, "judi": 10, "hopp": 10, "bunnygirl": 10, "20": [10, 27, 50, 57, 65, 96], "hcat": 10, "cat": [10, 71, 78], "catgirl": 10, "sharp": 10, "muzzl": 10, "compar": [10, 20, 31], "21": [10, 14, 50, 57, 101], "hbear": 10, "bear": 10, "22": [10, 50, 57], "jacko": 10, "memet": 10, "jack": 10, "o": [10, 65, 67, 77, 80, 92, 95, 105, 106], "contest": 10, "toward": [10, 50], "viewer": [10, 65], "23": [10, 50, 57], "jackx": 10, "sometim": 10, "24": [10, 37, 41, 50, 57, 60], "hhors": 10, "hors": 10, "implement": [10, 28, 31, 42, 83], "aa09": 10, "25": [10, 13, 18, 32, 42, 57, 101], "hbird": 10, "bird": 10, "name": [10, 11, 12, 13, 14, 15, 16, 19, 21, 27, 28, 31, 32, 37, 38, 43, 45, 50, 55, 56, 57, 72, 77, 80, 81, 87, 88, 91, 93, 96, 97, 99, 100, 101], "releas": 10, "time": [10, 67, 81], "yolov8s_pp09": 10, "2023": 10, "focus": 10, "content": [10, 25, 43, 68], "special": 10, "class": [10, 12, 15, 16, 27, 28, 29, 31, 32, 35, 45, 46, 50, 53, 55, 57, 58, 64, 65, 67, 71, 88, 89, 92, 93, 97, 98, 99, 101, 102], "advanc": [10, 107], "capabl": [10, 28, 35, 43], "specif": [10, 11, 16, 27, 28, 31, 33, 35, 45, 50, 53, 55, 57, 67, 68, 88, 92, 98], "scenario": [10, 72, 77, 83], "yolov8s_pp12": 10, "2024": 10, "final": 10, "patch": 10, "continu": 10, "focu": [10, 65], "enhanc": [10, 30, 104], "improv": [10, 21, 80], "previou": 10, "yolov8m_pp13": 10, "offer": [10, 13, 14, 15, 20, 55, 67, 95], "yolov8n_as01": 10, "spinoff": 10, "26": [10, 57], "train": [10, 11, 12, 13, 14, 15, 16, 19, 37, 38, 72, 73, 74, 77, 81, 92, 98], "80": 10, "epoch": 10, "sfw": 10, "subset": 10, "wa": 10, "eventu": 10, "abandon": 10, "due": [10, 36, 37, 72, 77, 83, 88, 103], "ineffect": 10, "yolov8m_as02": 10, "start": [10, 35, 46, 65, 104], "30": [10, 19, 46], "public": [10, 28], "friendli": [10, 107], "reduc": [10, 37, 48, 80], "yolov8m_as03": 10, "as02": 10, "60": 10, "aim": 10, "bottleneck": 10, "reproduc": 10, "yolov8s_aa06": 10, "initi": [10, 27, 28, 32, 35, 45, 58, 71], "current": [10, 56, 62, 65, 92, 98, 105, 106, 107], "reincarn": 10, "compon": [10, 20, 27, 28, 31, 32, 83], "some": [10, 27, 30, 37, 41, 42, 46, 59, 70, 72, 73, 77, 80, 81, 83, 90, 103, 105, 106], "yolov8s_aa09": 10, "updat": [10, 27, 28, 31, 32, 66], "dataset": [10, 11, 12, 13, 14, 15, 16, 19, 38, 41, 80, 94], "closeup": 10, "adjust": [10, 32, 41, 71], "larg": [10, 25, 28, 37, 80], "hat": [10, 71], "aa06": 10, "yolov8s_aa10": 10, "major": 10, "fix": 10, "issu": [10, 16, 62], "wear": 10, "yolov8s_aa11": 10, "latest": [10, 32, 72, 77], "mainstream": 10, "aa10": 10, "outstand": 10, "map": [10, 27, 43, 49, 70, 71, 74, 78, 79, 84, 96, 100], "score": [10, 11, 12, 13, 14, 15, 16, 18, 20, 21, 22, 27, 28, 31, 36, 38, 40, 41, 43, 49, 50, 52, 74, 78, 87, 88, 89, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102], "though": 10, "note": [10, 14, 37, 46, 65, 88, 92, 95, 98, 105, 106], "complet": [10, 32, 46, 88, 94, 104], "fair": 10, "bias": 10, "model_nam": [10, 11, 12, 13, 14, 15, 16, 19, 27, 28, 31, 32, 38, 45, 80, 87, 88, 89, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102], "conf_threshold": [10, 11, 12, 13, 14, 15, 16, 19, 32, 45], "iou_threshold": [10, 11, 12, 13, 14, 15, 16, 18, 19, 32, 45], "kwarg": [10, 11, 12, 13, 14, 15, 16, 19, 27, 28, 31, 32, 33, 45, 46, 65, 67], "perform": [10, 14, 18, 19, 21, 28, 31, 32, 37, 43, 45, 46, 49, 57, 72, 83, 95, 96, 105, 106], "confid": [10, 11, 12, 13, 14, 15, 16, 18, 19, 21, 22, 32, 38, 43, 45, 50, 52, 73, 80], "threshold": [10, 11, 12, 13, 14, 15, 16, 18, 19, 21, 23, 32, 37, 40, 41, 43, 45, 48, 52, 72, 73, 77, 80, 87, 95], "iou": [10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 32, 45], "suppress": [10, 11, 12, 13, 14, 15, 16, 18, 19, 22, 32, 45, 81], "bounding_box": 10, "x1": [10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 22, 32, 45, 46], "y1": [10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 22, 32, 45, 46], "x2": [10, 18, 20], "y2": [10, 18, 20], "box": [10, 11, 12, 13, 14, 15, 16, 18, 20, 21, 22, 43, 49], "f": [10, 15, 20, 37, 41, 65, 84], "2f": 10, "point": [11, 15, 37, 50, 57], "femal": [11, 18, 45, 71], "genit": 11, "male": [11, 18, 71], "anime_censor_detect": 11, "yolov8": [11, 12, 13, 14, 15, 16, 19], "model": [11, 12, 13, 14, 15, 16, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 31, 32, 36, 37, 38, 41, 43, 45, 49, 50, 52, 57, 60, 61, 62, 63, 64, 65, 68, 72, 73, 74, 75, 77, 80, 81, 84, 86, 87, 88, 89, 91, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102, 104, 107], "v1": [11, 12, 13, 14, 15, 19, 45, 65, 80], "pre": [11, 13, 16, 28, 31, 38], "identifi": [11, 27, 35, 62], "locat": 11, "anatom": 11, "analyz": [11, 18, 38], "url": [11, 14, 16, 28, 35, 65], "data": [11, 14, 16, 33, 35, 37, 49, 56, 64, 65, 72, 74, 92, 98, 104, 105, 106, 107], "either": [11, 12, 13, 14, 15, 31, 37, 57, 80, 84], "standard": [11, 13, 14, 15, 33, 57, 83], "n": [11, 12, 13, 14, 15, 16, 19, 35, 37, 45, 57, 65], "nano": [11, 13, 14, 15, 45], "faster": [11, 12, 13, 14, 15, 16, 45], "while": [11, 13, 14, 15, 22, 32, 44, 46, 60, 83], "slower": [11, 19], "construct": [11, 12, 14, 15, 45, 80], "intersect": [11, 12, 13, 14, 15, 16, 19, 20, 45], "over": [11, 12, 13, 14, 15, 16, 19, 20, 21, 45, 71], "merg": [11, 12, 13, 14, 15, 37], "integ": [11, 35, 41, 50, 57], "x0": [11, 12, 13, 14, 15, 16, 19, 22, 32, 45, 46], "y0": [11, 12, 13, 14, 15, 16, 19, 22, 32, 45, 46], "bound": [11, 12, 13, 14, 15, 16, 18, 20, 21, 22, 49], "string": [11, 13, 14, 18, 35, 50, 65, 66, 74, 86, 103], "indic": [11, 37, 50, 53, 72, 77, 80], "nipple_f": [11, 45], "peni": [11, 45], "pussi": [11, 45, 65], "valueerror": [11, 14, 16, 19, 20, 27, 31, 35, 48, 57, 67, 78], "invalid": [11, 14, 16, 19, 27, 31, 33, 57], "runtimeerror": [11, 27, 31], "fail": 11, "detection_visu": [11, 12, 13, 14, 16, 17, 19], "nude_girl": [11, 45], "365": 11, "264": 11, "399": 11, "289": [11, 12], "7473511695861816": 11, "224": [11, 55, 56, 57], "260": 11, "252": 11, "285": 11, "6830288171768188": 11, "206": 11, "523": [11, 45, 46], "240": 11, "608": 11, "6799028515815735": 11, "matplotlib": [11, 12, 13, 14, 22, 49], "pyplot": [11, 12, 13, 14, 49], "plt": [11, 12, 13, 14, 49], "imshow": [11, 12, 13, 14, 49], "show": [11, 12, 13, 14, 49], "anime_eye_detect": 12, "allow": [12, 13, 15, 16, 19, 28, 32, 35, 53, 55, 57, 83], "trade": [12, 14], "off": [12, 14], "between": [12, 13, 19, 20, 27, 28, 31, 37, 41, 42, 46, 56, 62, 63, 71, 77, 81, 84], "speed": [12, 13, 14, 15, 16, 19, 23, 81], "accuraci": [12, 13, 14, 15, 16, 19, 43, 87, 89, 92, 95, 98, 102], "higher": [12, 13, 14, 15, 16, 18, 21, 95], "consid": [12, 15, 20, 37, 43, 46, 48, 58, 71, 92, 98], "overlap": [12, 14, 15, 16, 20, 62, 63, 72, 73, 75, 77, 80, 81, 104], "coordin": [12, 13, 14, 15, 16, 22, 32, 46, 50, 60], "alwai": [12, 14, 15, 16, 43], "except": [12, 15, 35, 53, 57, 65], "predict": [12, 16, 19, 27, 28, 31, 32, 73, 80, 87, 89, 91, 92, 95, 96, 98, 100, 102], "yolo_predict": [12, 19, 30], "squat": [12, 14, 49], "297": 12, "239": [12, 43], "341": 12, "271": 12, "7760562896728516": 12, "230": 12, "263": 12, "308": 12, "7682342529296875": 12, "createml": 13, "huggingfac": [13, 15, 37, 43, 57, 60, 69, 87, 88, 89, 91, 92, 93, 95, 97, 98, 99, 101, 102], "anime_face_detect": 13, "user": [13, 19, 27, 28, 31, 32, 35, 58, 67, 107], "balanc": [13, 15, 19, 65], "system": [13, 14, 23, 53, 57, 92, 98], "overhead": [13, 14, 23, 83], "avail": [13, 19, 22, 27, 28, 35, 37, 43, 46, 53, 57, 65, 78, 86, 87, 89, 92, 98, 102], "v0": [13, 19, 62, 63], "overrid": [13, 19], "auto": [13, 19, 49, 67, 86], "mostima_post": [13, 16], "29": [13, 16, 57], "441": [13, 16], "204": [13, 16], "584": [13, 16], "7874319553375244": [13, 16], "346": [13, 16], "59": [13, 16], "529": [13, 16], "275": [13, 16], "7510495185852051": [13, 16], "606": [13, 16], "51": [13, 16, 57], "895": [13, 16], "336": [13, 16], "6986488103866577": [13, 16], "upper": [14, 45], "bodi": [14, 19, 49, 50, 52, 65], "anime_halfbody_detect": 14, "pleas": [14, 21, 36, 37, 43, 62, 64, 66, 81, 88, 92, 95, 98, 105, 106], "primari": [14, 88, 91, 93, 97, 99, 101], "purpos": 14, "crop": [14, 48, 55, 56, 57, 65], "illustr": [14, 65, 89, 91], "therefor": [14, 37, 105, 106], "consist": [14, 37], "person": [14, 17, 20, 22, 32, 49, 97, 104], "peopl": [14, 78], "guarante": [14, 43], "you": [14, 16, 17, 19, 24, 43, 46, 62, 63, 80, 81, 83, 86, 87, 88, 89, 92, 95, 98, 102, 107], "inde": 14, "recommend": [14, 21, 37, 40, 41, 80, 81, 92, 98], "approach": 14, "detect_person": [14, 17, 22, 49], "individu": [14, 20, 35, 55, 64], "obtain": [14, 24, 36, 37], "local": [14, 58, 105, 106], "flexibl": [14, 55, 56], "lower": [14, 40, 41, 43, 45], "127": 14, "629": 14, "637": 14, "9040350914001465": 14, "anime_hand_detect": 15, "main": [15, 18, 19, 22, 27, 28, 31, 32, 37, 57, 65, 67, 69, 72, 83, 107], "choos": [15, 19, 43], "35": [15, 57, 65, 72, 80], "configur": [15, 27, 37, 55, 56, 57, 104], "suit": 15, "case": [15, 21, 37, 40], "defin": [15, 19, 37, 65, 84], "being": 15, "label": [15, 16, 18, 20, 21, 22, 27, 28, 31, 32, 37, 38, 43, 74, 96, 100], "infer": [15, 18, 21, 28, 31, 32, 49, 62, 63, 86, 95], "anime_imag": 15, "bbox": 15, "conf": 15, "customiz": [16, 22], "integr": [16, 28, 72, 107], "hug": [16, 27, 28, 31, 32, 37, 57, 80], "face": [16, 17, 18, 27, 28, 31, 32, 37, 50, 52, 57, 65, 71, 80, 88, 104], "repositori": [16, 27, 28, 31, 32, 37], "anime_head_detect": 16, "contribut": 16, "our": 16, "develop": [16, 81, 107], "yolo11": 16, "architectur": 16, "usag": [16, 27, 28, 64, 65, 66, 72, 83, 84, 103], "head_detect_v2": 16, "0_": 16, "actual": [16, 19, 43], "equal": [16, 46], "deprec": [16, 21, 36], "remov": [16, 21, 27, 32, 36, 43, 60, 69, 71, 73, 74, 79, 80], "futur": [16, 21], "help": [16, 37, 48, 60], "For": [16, 17, 19, 20, 28, 37, 43, 50, 64, 80, 86], "instead": [16, 21, 74], "detect_head": [17, 22], "booru_yolo": [17, 104], "detect_with_booru_yolo": 17, "detect_censor": [17, 45, 92, 98], "ey": [17, 46, 50, 65, 71, 104], "detect_ey": 17, "detect_fac": 17, "halfbodi": [17, 88, 97, 104], "detect_halfbodi": 17, "hand": [17, 50, 52, 65, 71, 104], "detect_hand": 17, "nudenet": [17, 104], "detect_with_nudenet": 17, "calculate_i": 17, "bboxes_similar": 17, "detection_similar": 17, "text": [17, 22, 28, 31, 43, 65, 74, 76, 104], "detect_text": 17, "nuditi": 18, "run": [18, 23, 27, 28, 32, 81, 86, 103, 104], "nm": 18, "postprocess": 18, "onnx": [18, 27, 28, 31, 32, 73, 86, 96], "nudenet_onnx": 18, "effici": [18, 21, 28, 66, 84], "notai": 18, "tech": 18, "detail": [18, 60, 64, 65, 86, 88], "respect": 18, "female_genitalia_cov": 18, "genitalia": 18, "face_femal": 18, "buttocks_expos": 18, "expos": 18, "female_breast_expos": 18, "female_genitalia_expos": 18, "male_breast_expos": 18, "anus_expos": 18, "anu": 18, "feet_expos": 18, "feet": [18, 50, 52], "belly_cov": 18, "feet_cov": 18, "armpits_cov": 18, "armpit": 18, "armpits_expos": 18, "face_mal": 18, "belly_expos": 18, "male_genitalia_expos": 18, "anus_cov": 18, "female_breast_cov": 18, "buttocks_cov": 18, "onnxruntim": [18, 85, 104], "topk": [18, 27], "100": [18, 23, 32, 40, 57, 83], "45": [18, 41, 57], "score_threshold": 18, "number": [18, 27, 28, 31, 35, 37, 43, 50, 58, 60, 84, 87], "keep": [18, 77], "entir": 19, "anidet3": 19, "roboflow": 19, "m": 19, "x": [19, 37, 46, 50, 65, 83, 84, 100], "fastest": [19, 23], "most": [19, 27, 28, 31, 32], "confidence_scor": [19, 22], "genshin_post": [19, 44, 45, 46], "371": 19, "232": 19, "564": 19, "690": 19, "7533698678016663": 19, "135": [19, 50], "451": 19, "716": [19, 43], "6788613796234131": 19, "614": 19, "393": 19, "830": 19, "686": 19, "5612757205963135": 19, "1275": 19, "654": 19, "4047100841999054": 19, "calcul": [20, 28, 37, 40, 41], "comput": [20, 25, 28, 31, 39, 57, 83, 84, 96], "work": [20, 27, 28, 31, 34, 40, 67, 96], "aggreg": 20, "involv": 20, "segment": [20, 58, 104], "evalu": [20, 36], "algorithm": [20, 37, 40], "box1": 20, "box2": 20, "bboxtyp": 20, "measur": [20, 36, 37, 40], "divid": [20, 50], "4f": 20, "1429": 20, "bboxes1": 20, "bboxes2": 20, "liter": [20, 37, 46, 50, 62, 63, 78], "max": [20, 21], "raw": [20, 27, 28, 31, 35], "depend": [20, 65, 66, 103], "unknown": [20, 78], "hungarian": 20, "find": [20, 46], "optim": [20, 28, 37], "assign": [20, 21, 27, 37], "among": [20, 37], "match": [20, 31, 35, 48, 57, 71, 75, 104], "averag": 20, "detect1": 20, "detect2": 20, "bboxwithscoreandlabel": 20, "group": [20, 27, 41, 74], "correspond": [20, 37, 43, 48, 57, 80, 96, 100], "combin": [20, 35, 43], "against": [20, 81], "ground": [20, 92, 98], "truth": [20, 92, 98], "car": 20, "85": [20, 72, 80], "75": 20, "text_detect": 21, "been": [21, 96], "migrat": 21, "ocr": [21, 104], "detect_text_with_ocr": [21, 104], "soon": 21, "qualiti": [21, 38, 59, 65, 80, 81], "paddleocr": [21, 43], "dbnetpp_resnet50_fpnc_1200e_icdar2015": 21, "05": [21, 57, 72, 73, 87, 88, 89, 91, 96, 97, 98, 99, 101, 102], "max_area_s": 21, "640": 21, "region": [21, 45, 48, 92, 98], "dbnet": 21, "do": [21, 48, 89], "640x640": 21, "ani": [21, 28, 31, 35, 37, 45, 55, 57, 60, 65, 70, 84, 86], "sinc": [21, 36], "appear": [22, 25], "font": 22, "pad": [22, 69], "see": [22, 65, 86], "text_pad": 22, "fontsiz": 22, "max_short_edge_s": 22, "fp": 22, "no_label": 22, "normal": [22, 28, 38, 55, 56, 57, 80], "predefin": [22, 71], "extract": [22, 23, 25, 26, 35, 37, 41, 43, 48, 57, 64, 65, 66, 67, 73, 80], "around": [22, 27, 32, 35, 52], "shortest": 22, "edg": [22, 52, 104], "maintain": [22, 32, 44, 50, 83, 107], "font_manag": 22, "fontproperti": 22, "properti": [22, 46, 50, 65, 67], "get": [23, 25, 26, 28, 36, 38, 58, 59, 65, 69, 72, 75, 80, 86, 88, 93, 95, 97, 99, 101], "cv2": 23, "have": [23, 25, 37, 78, 79, 92, 98, 103], "lowest": 23, "resourc": [23, 104], "low_threshold": 23, "high_threshold": 23, "200": [23, 32, 57], "assum": [23, 25, 26, 69], "its": [23, 25, 26, 27, 37, 43, 44, 57, 66, 69, 72, 74, 86, 88, 89, 91, 92, 93, 96, 97, 98, 99, 101, 102], "low": [23, 31, 36, 38, 65, 77, 80, 81], "high": [23, 31, 32, 59, 65, 81, 95, 96], "outlin": 24, "comparison": [24, 72], "canni": [24, 104], "get_edge_by_canni": 24, "edge_image_with_canni": 24, "lineart": [24, 26, 104], "get_edge_by_lineart": 24, "edge_image_with_lineart": 24, "lineart_anim": [24, 104], "get_edge_by_lineart_anim": 24, "edge_image_with_lineart_anim": 24, "best": [25, 38, 46, 65], "effect": [25, 36, 45, 103], "closest": 25, "consum": 25, "amount": 25, "memori": [25, 27, 28, 32, 105, 106], "power": 25, "runtim": [25, 28, 86, 95], "coars": 25, "detect_resolut": [25, 26], "512": [25, 26, 52, 65, 81], "deeper": 25, "richer": 25, "probabl": [25, 28, 96], "extra": [25, 65], "increas": [25, 37], "resolut": [25, 26, 58, 81], "pass": [25, 26, 27, 28, 31, 32, 33, 45, 46, 65, 69, 77, 81, 83], "neural": [25, 26, 69, 84], "network": [25, 26, 69, 84], "classif": [27, 31, 84, 88, 89, 91, 92, 93, 94, 97, 98, 99, 101, 102], "those": [27, 95], "store": [27, 28, 32, 33, 65, 66], "well": [27, 40], "manag": [27, 28, 31, 32, 86, 104], "interact": [27, 28, 31, 32], "also": [27, 55, 80, 107], "token": [27, 28, 31, 32], "authent": [27, 28, 31, 32], "access": [27, 28, 31, 50, 65, 83], "privat": [27, 28, 29, 31, 41], "repo_id": [27, 28, 31, 32], "fn_preprocess": 27, "callabl": [27, 57], "hf_token": [27, 28, 31, 32], "comprehens": [27, 28], "imagepreprocessfunc": 27, "variabl": [27, 46, 86], "_model_nam": 27, "cach": [27, 28, 31, 32, 58, 85, 104], "_model": 27, "dictionari": [27, 33, 38, 55, 57, 65, 66, 67, 70, 71, 73, 88, 91, 93, 97, 99, 101], "_label": 27, "_hf_token": 27, "org": 27, "repo": [27, 57], "__init__": [27, 28, 29, 31, 32, 35, 46, 50, 58, 67, 71], "instanc": [27, 28, 32, 37, 45, 50, 57, 58, 71], "clear": [27, 28, 31, 32, 37, 66, 88, 92, 98], "method": [27, 28, 29, 31, 32, 34, 35, 37, 45, 57, 92, 98], "free": [27, 28, 32], "up": [27, 28, 32, 71], "launch_demo": [27, 28, 31, 32], "default_model_nam": [27, 28, 31, 32], "server_nam": [27, 28, 31, 32], "server_port": [27, 28, 31, 32], "launch": [27, 28, 31, 32], "gradio": [27, 28, 31, 32], "demo": [27, 28, 31, 32, 77], "interfac": [27, 28, 31, 32, 83], "ui": [27, 31, 32], "make_ui": [27, 28, 31, 32], "server": [27, 28, 31, 32], "select": [27, 28, 31, 32, 37, 45, 58], "dropdown": [27, 28], "port": [27, 28, 31, 32], "addit": [27, 28, 31, 32, 33, 45, 46, 56, 65, 67], "keyword": [27, 28, 31, 32, 33, 45, 46, 65, 67, 83], "argument": [27, 28, 31, 32, 33, 45, 46, 49, 50, 65, 67, 71, 73, 80, 83], "importerror": [27, 32], "instal": [27, 31, 32, 60, 66, 104], "properli": [27, 31, 65], "usernam": [27, 32], "repo_nam": [27, 32], "model_v1": 27, "7860": [27, 28, 32], "submit": 27, "recent": [27, 28, 31, 32], "label_group": 27, "highest": [27, 96], "through": [27, 28, 57, 107], "error": [27, 35, 57, 80], "predict_fmt": 27, "fmt": [27, 28, 31, 38, 73, 80], "top5": 27, "logit": [27, 28, 31], "embed": [27, 28, 31, 35, 80], "dict": [27, 28, 35, 38, 49, 55, 56, 57, 65, 66, 67, 73, 80, 83, 88, 89, 91, 92, 93, 97, 98, 99, 101, 102], "top": [27, 46, 95], "k": 27, "e": [27, 28, 37, 59, 62, 63, 78, 81, 84], "g": [27, 28, 37, 59, 62, 63, 78, 80, 81], "top10": 27, "predict_scor": 27, "ia": 27, "conveni": [27, 50, 65, 107], "wrapper": [27, 32, 35], "id": [27, 28, 31, 32], "multimod": 28, "hub": 28, "discoveri": 28, "variant": [28, 31], "pipelin": [28, 55, 57], "pattern": [28, 37, 71], "direct": 28, "api": [28, 31], "control": [28, 65], "via": 28, "web": [28, 31], "deploy": [28, 96], "reus": 28, "lru": 28, "thread": [28, 31, 83, 103], "safe": [28, 31, 66, 72, 73, 83, 94, 96, 98, 103, 104], "demand": 28, "switch": 28, "image_encod": [28, 31], "upload": [28, 32], "enter": 28, "link": 28, "address": 28, "bind": 28, "organ": 28, "displai": [28, 31, 62, 63], "precomput": [28, 79], "cosin": 28, "scale": [28, 31, 45, 46, 50, 65, 69, 80, 105, 106], "complex": 28, "image_embed": 28, "text_embed": 28, "etc": [28, 57], "thei": [28, 37, 53, 57], "l2": [28, 80], "text_encod": [28, 31], "accept": 28, "_process_rgb": 29, "_process_alpha_channel_with_model": 29, "_process_rgba": 29, "attribut": 29, "classifi": [30, 88, 93, 94, 95, 97, 99, 101, 102, 104], "classifymodel": 30, "classify_predict_scor": 30, "classify_predict": 30, "classify_predict_fmt": 30, "imageenhanc": 30, "clip": [30, 57, 65, 104], "clipmodel": 30, "clip_image_encod": 30, "clip_text_encod": 30, "clip_predict": 30, "siglip": [30, 57, 104], "siglipmodel": 30, "siglip_image_encod": 30, "siglip_text_encod": 30, "siglip_predict": 30, "yolomodel": 30, "sigmoid": [31, 85], "loss": 31, "creation": [31, 55, 56, 67], "preprocessor": [31, 65], "reset": 31, "intern": [31, 53, 66], "about": [31, 33], "hostnam": 31, "gr": [31, 32], "One": [31, 41], "detect": [32, 40, 43, 45, 49, 50, 51, 52, 70, 71, 86, 87, 92, 98, 104], "post": [32, 43], "helper": 32, "easi": 32, "metadata": [32, 38, 64, 66, 67, 104], "cleanup": 32, "associ": [32, 67], "default_conf_threshold": 32, "default_iou_threshold": 32, "environmenterror": [32, 60, 66], "environ": [32, 81, 83, 86, 104], "offlin": 32, "yolov5": 32, "allow_dynam": 32, "dynam": [32, 55], "300": [32, 57], "400": 32, "95": [32, 57, 70, 71, 78], "simpl": 32, "without": [32, 60, 65, 70, 71, 79], "explicitli": 32, "read": [33, 34, 35, 64, 65, 66], "write": [33, 34, 35, 64, 66], "exif": [33, 34, 65], "gif": [33, 34, 65], "comment": 33, "These": [33, 36, 58], "retriev": [33, 37], "context": [33, 34], "ai": [33, 34, 67, 87], "found": [33, 46, 65, 88], "attempt": [33, 46, 57, 65, 67, 86], "commonli": [33, 57, 74, 84], "where": [33, 37, 65, 66, 80, 83], "look": [33, 43, 65, 88], "usercom": 33, "field": [33, 67], "dst_filenam": 33, "destin": [33, 65, 66, 67], "filenam": [33, 58], "pnginfo": [33, 35, 65, 67], "wai": [33, 65, 66], "geninfo": [34, 104], "lsb": [34, 67, 104], "signific": [34, 35, 37, 62, 67], "bit": [34, 35, 57, 67], "read_geninfo_paramet": 34, "read_geninfo_exif": 34, "read_geninfo_gif": 34, "write_geninfo_paramet": 34, "write_geninfo_exif": 34, "write_geninfo_gif": 34, "read_lsb_raw_byt": 34, "read_lsb_metadata": 34, "write_lsb_raw_byt": 34, "write_lsb_metadata": 34, "lsbreaderror": 34, "lsbextractor": 34, "imagelsbdataextractor": 34, "serialize_pnginfo": 34, "serialize_json": 34, "inject_data": 34, "steganographi": 35, "serial": 35, "json": 35, "compat": [35, 74], "inject": 35, "emb": [35, 80], "seamlessli": 35, "hidden": 35, "decompress": 35, "them": [35, 45, 55, 62, 66, 80], "gzip": 35, "written": 35, "appropri": [35, 43, 57, 65], "serializ": [35, 55], "err": 35, "caus": [35, 103], "multi": [35, 83], "get_next_n_byt": 35, "next": [35, 53], "get_one_byt": 35, "form": [35, 74], "read_32bit_integ": 35, "32": [35, 57], "interpret": [35, 50], "big": 35, "endian": 35, "enough": 35, "magic": 35, "stealth_pngcomp": 35, "expect": [35, 57], "extract_data": 35, "length": [35, 37, 44], "doesn": [35, 71], "t": [35, 71], "compress": 35, "along": [35, 37, 69], "robust": [35, 37], "skytnt": [36, 58, 69], "poor": 36, "anime_dbaesthet": [36, 39], "better": [36, 40, 60, 80, 81, 87, 89, 92, 95, 98, 102], "2053756": 36, "09986039996147156": 36, "1663584": 36, "24299287796020508": 36, "4886411": 36, "38091593980789185": 36, "2066024": 36, "5131649971008301": 36, "3670169": 36, "6011670827865601": 36, "5930006": 36, "7067991495132446": 36, "3821265": 36, "8237218260765076": 36, "5512471": 36, "9187621474266052": 36, "limit": [37, 72], "smaller": 37, "7eu7d7": [37, 77, 81, 107], "ccip_onnx": 37, "cluster": [37, 41], "refer": [37, 40, 64, 95], "relev": 37, "aforement": 37, "manual": [37, 46], "384": [37, 41, 55, 56, 57], "caform": 37, "randaug": 37, "prune": 37, "vector": 37, "pruned_fp32": 37, "5_fp32": 37, "feat": 37, "768": [37, 43, 65], "17847511429108218": 37, "1951224011983088": 37, "18397327797685215": 37, "y": [37, 46, 83], "16583099961280823": 37, "42947039008140564": 37, "4037521779537201": 37, "4371533691883087": 37, "40748104453086853": 37, "392294704914093": 37, "whether": [37, 43, 45, 57, 67, 70, 73, 80, 81], "belong": 37, "pairwis": 37, "matrix": 37, "5350548e": 37, "08": [37, 57, 97, 98], "6583106e": 37, "01": 37, "2947042e": 37, "0375218e": 37, "8025822e": 37, "3715334e": 37, "0748104e": 37, "2675274e": 37, "9229470e": 37, "j": 37, "th": 37, "dbscan": 37, "dbscan_2": 37, "dbscan_fre": 37, "optic": [37, 43], "optics_best": 37, "epsilon": 37, "ep": 37, "min_sampl": 37, "ccipclustermethodtyp": 37, "12921094122454668": 37, "1291187648928262": 37, "1836453739562513": 37, "distanc": 37, "_featureorimag": 37, "sampl": [37, 41, 65, 87, 88, 89, 91, 92, 93, 97, 98, 99, 101, 102], "neighborhood": [37, 60], "core": [37, 105, 106], "few": 37, "too": 37, "sensit": [37, 45, 80, 92, 98], "tune": 37, "guidelin": 37, "deal": [37, 64], "solut": [37, 46], "small": [37, 45], "advis": [37, 72], "significantli": 37, "separ": 37, "slightli": 37, "exhibit": 37, "regular": [37, 60], "outfit": 37, "awar": 37, "highli": 37, "so": [37, 40, 77, 81], "care": 37, "diff": 37, "07437477": 37, "0356068": 37, "04396922": 37, "05131693": 37, "assess": 38, "aesthet": [38, 39, 104], "danbooru": [38, 72, 75, 77, 92, 95], "hakubooru": 38, "kohakublueleaf": 38, "swinv2pv3_v0_448_ls0": 38, "2_x": 38, "percentil": 38, "_default_model_nam": 38, "masterpiec": [38, 65], "9831666690063624": 38, "8810615667538594": 38, "great": 38, "8225559148288356": 38, "good": [38, 43], "591020403706702": 38, "2888798940585766": 38, "243279223969715": 38, "worst": [38, 65], "005268185993767627": 38, "275707557797432": 38, "7977807857096195": 38, "56098810210824": 38, "670568235218525": 38, "1677918508648872": 38, "9305131509900093": 38, "6085879728198051": 38, "6834832429885864": 38, "16141420602798462": 38, "05435194447636604": 38, "025083942338824272": 38, "024000568315386772": 38, "027076328173279762": 38, "024589713662862778": 38, "3757021427154541": 38, "3451208472251892": 38, "1511985808610916": 38, "04740551486611366": 38, "02172713913023472": 38, "027498546987771988": 38, "03134724497795105": 38, "39281174540519714": 38, "22457796335220337": 38, "15563568472862244": 38, "10796019434928894": 38, "047730278223752975": 38, "0393439345061779": 38, "031940147280693054": 38, "13832266628742218": 38, "20687267184257507": 38, "2509062886238098": 38, "1644320785999298": 38, "11332042515277863": 38, "08270663768053055": 38, "043439216911792755": 38, "033693961799144745": 38, "03375888615846634": 38, "050045162439346313": 38, "16734018921852112": 38, "4311050772666931": 38, "23242227733135223": 38, "05163438618183136": 38, "012833272106945515": 38, "01619996316730976": 38, "03074900433421135": 38, "1396280825138092": 38, "5038207173347473": 38, "22299200296401978": 38, "07377689331769943": 38, "02854202501475811": 38, "026677291840314865": 38, "02838410809636116": 38, "026617199182510376": 38, "02508518099784851": 38, "06039097160100937": 38, "8043031692504883": 38, "get_aesthetic_scor": 39, "ccip": [39, 104], "ccip_extract_featur": 39, "ccip_batch_extract_featur": 39, "ccip_default_threshold": 39, "ccip_differ": 39, "ccip_sam": 39, "ccip_batch_differ": 39, "ccip_batch_sam": 39, "ccip_default_clustering_param": 39, "ccip_clust": 39, "ccip_merg": 39, "dbaesthet": [39, 104], "laplacian": [39, 104], "laplacian_scor": 39, "lpip": [39, 104], "lpips_extract_featur": 39, "lpips_differ": 39, "lpips_clust": 39, "psnr_": [39, 104], "psnr": [39, 63], "blur": [40, 45], "than": [40, 41, 45, 83, 87, 95], "seem": 40, "just": [40, 60, 89, 92, 95, 98, 102], "we": [40, 62, 81], "explor": 40, "bluri": 40, "hutao": [40, 69, 72, 73, 77, 80], "156": 40, "68285005210006": 40, "text_blur": 40, "2276": 40, "66629157129": 40, "real2": 40, "908745781486806": 40, "mmd": 40, "1072": 40, "8372572065527": 40, "richzhang": 41, "perceptualsimilar": 41, "test": [41, 81, 87, 88, 89, 91, 92, 93, 95, 97, 98, 99, 101, 102], "chafen_arknight": 41, "rand": 41, "reach": 41, "995": 41, "cnn": 41, "f1": 41, "f2": 41, "f3": 41, "f4": 41, "f5": 41, "64": [41, 57, 60, 65, 81, 105, 106], "99": 41, "192": 41, "49": [41, 57], "256": [41, 55, 56, 62, 65], "img1": [41, 42, 80], "img2": [41, 42, 80], "anoth": 41, "16922694444656372": 41, "22250649333000183": 41, "6897575259208679": 41, "10956494510173798": 41, "6823137998580933": 41, "6837796568870544": 41, "nois": [41, 48, 60, 62], "inf": 42, "gaussian_20": 42, "dat": 42, "058228614646987": 42, "gaussian_3": 42, "27": [42, 57], "65611098737784": 42, "lq": 42, "29589659377844": 42, "recogn": [43, 57], "export": [43, 86], "recognit": 43, "ch_pp": 43, "ocrv4_det": 43, "heat_threshold": 43, "box_threshold": 43, "max_candid": 43, "1000": 43, "unclip_ratio": 43, "heat": 43, "candid": 43, "unclip": 43, "comic": [43, 89], "742": 43, "485": [43, 55, 56], "809": 43, "511": 43, "9543377610144915": 43, "682": 43, "98": 43, "734": 43, "124": 43, "9309689495575223": 43, "136": 43, "836": 43, "164": 43, "9042856988923695": 43, "144": 43, "455": 43, "196": 43, "874083638387722": 43, "719": 43, "835": 43, "488": 43, "8628696346175078": 43, "478": 43, "214": 43, "508": 43, "848871771901487": 43, "1030": 43, "557": 43, "1184": 43, "578": 43, "8352495440618789": 43, "427": 43, "129": 43, "553": 43, "154": 43, "8249209443996619": 43, "detect_model": 43, "recognize_model": 43, "ocrv4_rec": 43, "rotation_threshold": 43, "is_remove_dupl": 43, "rotat": [43, 46], "duplic": [43, 65], "mob": 43, "9356705927336156": 43, "shishou": 43, "8933000384412466": 43, "BUT": 43, "8730931912907247": 43, "oh": 43, "8417627579351514": 43, "mirror": 43, "7366019454049503": 43, "el": 43, "gato": 43, "iberico": 43, "7271127306351021": 43, "THAt": 43, "701928390168364": 43, "6965972578194936": 43, "chines": 43, "english": 43, "unsupport": [43, 56, 57, 78], "cannot": [43, 53, 55, 57, 67], "languag": 43, "func": [43, 85, 104], "japanes": [43, 65], "post_text": 43, "319": 43, "847": 43, "561": 43, "899": 43, "kancol": 43, "9130667787597329": 43, "552": 43, "811": 43, "791": 43, "921": 43, "1944": 43, "8566762346615406": 43, "820": 43, "558": 43, "850": 43, "fleet": 43, "collect": [43, 64], "8100635458911772": 43, "235": 43, "904": 43, "855": 43, "1009": 43, "\u6d77": 43, "6716076803280185": 43, "858": 43, "808": 43, "tsu": 43, "ka": 43, "NO": 43, "u": [43, 107], "mi": 43, "de": 43, "654507230718228": 43, "209": 43, "507": 43, "2888084133529467": 43, "japan_pp": 43, "ocrv3_rec": 43, "9230690942939336": 43, "8564870717047623": 43, "\u3044\u3064\u304b\u3042\u306e\u6d77\u3067": 43, "8061289060358996": 43, "8045396777081609": 43, "7311649382696896": 43, "\u8266\u3068\u308c\u308c": 43, "6648729016512889": 43, "ocrv2_det": 43, "ocrv3_det": 43, "ocrv4_server_det": 43, "ch_ppocr_mobile_slim_v2": 43, "0_det": 43, "ch_ppocr_mobile_v2": 43, "ch_ppocr_server_v2": 43, "en_pp": 43, "arabic_pp": 43, "ocrv2_rec": 43, "ocrv4_server_rec": 43, "0_rec": 43, "chinese_cht_pp": 43, "cyrillic_pp": 43, "devanagari_pp": 43, "en_number_mobile_v2": 43, "ka_pp": 43, "korean_pp": 43, "latin_pp": 43, "ta_pp": 43, "te_pp": 43, "dimens": [44, 57], "max_siz": [44, 55, 56, 57], "longer": 44, "after": [44, 57, 72, 77, 80], "1280": 44, "720": 44, "new_img": 44, "600": 44, "337": 44, "obscur": 45, "regist": [45, 46, 55, 56, 57], "rectangular": 45, "967": [45, 46], "143": [45, 46], "1084": [45, 46], "261": [45, 46], "246": [45, 46], "208": [45, 46], "331": [45, 46], "287": [45, 46], "662": [45, 46], "466": [45, 46], "705": [45, 46], "514": [45, 46], "479": [45, 46], "283": [45, 46], "326": [45, 46], "color_black": 45, "radiu": 45, "emoji": [45, 46], "penis": 45, "vagina": 45, "serv": [45, 57, 72], "foundat": 45, "inherit": [45, 57], "within": [45, 65, 72, 80], "fill": 45, "valid": [45, 46, 50, 57, 104], "color_default": 45, "green": 45, "color_green": 45, "ffff00": 45, "color_ffff00": 45, "blur_4": 45, "blur_8": 45, "blur_12": 45, "pixelate_4": 45, "pixelate_8": 45, "pixelate_12": 45, "cl": 45, "arg": 45, "subclass": 45, "keyerror": 45, "alreadi": 45, "exist": [45, 66, 86, 89], "angl": 46, "end": [46, 65], "censor_area": [46, 47], "ratio_threshold": 46, "minimum": [46, 52, 58, 60], "total": [46, 105, 106], "star": [46, 77], "register_censor_method": [46, 47], "smiling_face_with_heart": 46, "twitter": 46, "appl": 46, "googl": 46, "microsoft": 46, "samsung": 46, "whatsapp": 46, "facebook": 46, "messeng": 46, "joypixel": 46, "openmoji": 46, "emojidex": 46, "mozilla": 46, "express": 46, "code": [46, 62, 77, 80], "_emojistyletyp": 46, "emoji_default": 46, "cat_fac": 46, "emoji_green": 46, "grinning_face_with_sweat": 46, "emoji_liuhanhuangd": 46, "minim": 46, "abl": [46, 53], "prefix": [46, 71, 76], "sum": 46, "cx": 46, "mass": 46, "occlus": 46, "cy": 46, "find_for_area": 46, "rectangl": 46, "corner": 46, "factor": [46, 57], "align": [47, 104], "align_maxs": 47, "censor_": [47, 104], "censor_nsfw": 47, "basecensor": 47, "colorcensor": 47, "blurcensor": 47, "pixelatecensor": 47, "imgcensor": [47, 104], "imagebasedcensor": 47, "emojibasedcensor": 47, "singleimag": 47, "squeez": [47, 104], "squeeze_with_transpar": 47, "fit": 48, "tightli": 48, "interest": 48, "jerry_with_spac": 48, "median_filt": 48, "median": 48, "kernel": 48, "larger": [48, 52, 82], "disabl": 48, "keypoint": [49, 50, 51, 52], "http": [49, 69, 107], "github": [49, 105, 106, 107], "com": [49, 107], "idea": 49, "research": 49, "auto_detect": 49, "out_bbox": 49, "person_detect_cfg": 49, "op18keypointset": [49, 51, 52], "rtmpose": 49, "config": [49, 56, 104, 107], "foot": [49, 50], "hand1": 49, "hand2": 49, "op18_visu": [49, 51], "0x7f5ca933f3d0": 49, "axesimag": 49, "0x7f5c98069790": 49, "all_": 50, "openpos": [50, 65], "op18": [50, 52], "__mul__": 50, "multipli": 50, "scalar": 50, "__truediv__": 50, "divisor": 50, "left_foot": 50, "left_hand": 50, "right_foot": 50, "right_hand": 50, "enum": 50, "enumer": 50, "symbol": [50, 77, 80], "make": [50, 55, 74, 84, 92, 96, 98], "readabl": [50, 80], "categor": 50, "nose": 50, "neck": 50, "elbow": 50, "wrist": 50, "ankl": 50, "ear": [50, 71, 78], "member": 50, "right_should": 50, "right_elbow": 50, "right_wrist": 50, "left_should": 50, "left_elbow": 50, "left_wrist": 50, "right_hip": 50, "right_kne": 50, "right_ankl": 50, "left_hip": 50, "left_kne": 50, "left_ankl": 50, "right_ey": 50, "left_ey": 50, "right_ear": 50, "left_ear": 50, "left_big_to": 50, "left_small_to": 50, "left_heel": 50, "right_big_to": 50, "right_small_to": 50, "right_heel": 50, "__int__": 50, "truncat": [50, 94, 104], "zero": 50, "must": [50, 71, 103], "preced": 50, "surround": 50, "whitespac": [50, 74], "36": [50, 57], "0b100": 50, "91": [50, 57], "112": 50, "92": [50, 57, 78], "113": [50, 57], "dwpose": [51, 104], "dwpose_estim": 51, "openpose18": 51, "op18_body_max": 51, "op18_body_min": 51, "op18_face_max": 51, "op18_face_min": 51, "op18_left_foot_max": 51, "op18_left_foot_min": 51, "op18_left_hand_max": 51, "op18_left_hand_min": 51, "op18_right_foot_max": 51, "op18_right_foot_min": 51, "op18_right_hand_max": 51, "op18_right_hand_min": 51, "keypoints_list": 52, "min_edge_s": 52, "draw_bodi": 52, "draw_hand": 52, "draw_feet": 52, "draw_fac": 52, "drawn": 52, "shorter": 52, "connect": 52, "ellips": 52, "facial": [52, 71, 88], "pars": [53, 55, 56, 64, 65, 104], "parser": [53, 55, 56, 65], "try": 53, "notparsetarget": 54, "register_pillow_transform": 54, "register_pillow_pars": 54, "create_pillow_transform": 54, "parse_pillow_transform": 54, "register_torchvision_transform": 54, "register_torchvision_pars": 54, "create_torchvision_transform": 54, "parse_torchvision_transform": 54, "register_creators_for_transform": 54, "notprocessortypeerror": 54, "create_transforms_from_transform": 54, "is_valid_size_dict": 54, "convert_to_size_dict": 54, "get_size_dict": 54, "create_clip_transform": 54, "create_transforms_from_clip_processor": 54, "create_convnext_transform": 54, "create_transforms_from_convnext_processor": 54, "create_vit_transform": 54, "create_transforms_from_vit_processor": 54, "create_siglip_transform": 54, "create_transforms_from_siglip_processor": 54, "create_bit_transform": 54, "create_transforms_from_bit_processor": 54, "create_blip_transform": 54, "create_transforms_from_blip_processor": 54, "create_mobilenetv2_transform": 54, "create_transforms_from_mobilenetv2_processor": 54, "tensor": [55, 56, 57, 66], "composit": [55, 57], "machin": [55, 84], "learn": [55, 84], "compos": [55, 56, 57], "sequenc": [55, 57, 71], "pillowcompos": [55, 57], "sequenti": 55, "decor": [55, 56, 57, 83], "facilit": 55, "creator": [55, 57], "tvalu": [55, 56], "describ": 55, "interpol": [55, 56, 57], "bicub": [55, 56, 57], "pillowres": [55, 57], "antialia": [55, 56, 57], "bilinear": [55, 56], "center_crop": [55, 56], "pillowcentercrop": [55, 57], "pillowtotensor": [55, 57], "maybe_to_tensor": [55, 56], "pillowmaybetotensor": 55, "std": [55, 56, 57], "pillownorm": [55, 57], "456": [55, 56], "406": [55, 56], "229": [55, 56], "225": [55, 56], "48500001430511475": 55, "4560000002384186": 55, "4059999883174896": 55, "2290000021457672": 55, "2240000069141388": 55, "22499999403953552": 55, "framework": 56, "extend": 56, "centercrop": 56, "totensor": 56, "maybetotensor": 56, "4850": 56, "4560": 56, "4060": 56, "2290": 56, "2240": 56, "2250": 56, "timm": 56, "interpolationmod": 56, "processor": [57, 105, 106], "vitimageprocessor": 57, "5906": 57, "33": 57, "donutimageprocessor": 57, "1901": 57, "70": [57, 81], "detrimageprocessor": 57, "1575": 57, "86": [57, 71], "clipimageprocessor": 57, "1374": 57, "73": 57, "videomaeimageprocessor": 57, "1093": 57, "convnextimageprocessor": 57, "648": 57, "65": 57, "segformerimageprocessor": 57, "533": 57, "00": 57, "beitimageprocessor": 57, "468": 57, "63": 57, "siglipimageprocessor": 57, "440": 57, "48": 57, "layoutlmv3imageprocessor": 57, "403": 57, "layoutlmv2imageprocessor": 57, "332": 57, "87": 57, "mllamaimageprocessor": 57, "qwen2vlimageprocessor": 57, "314": 57, "77": 57, "blipimageprocessor": 57, "276": 57, "55": 57, "idefics2imageprocessor": 57, "226": 57, "llavanextimageprocessor": 57, "215": 57, "bitimageprocessor": 57, "210": 57, "pix2structimageprocessor": 57, "conditionaldetrimageprocessor": 57, "53": 57, "samimageprocessor": 57, "52": 57, "deitimageprocessor": 57, "mask2formerimageprocessor": 57, "89": 57, "50": 57, "vivitimageprocessor": 57, "88": 57, "yolosimageprocessor": 57, "84": 57, "47": 57, "viltimageprocessor": 57, "41": 57, "detaimageprocessor": 57, "68": 57, "38": 57, "pixtralimageprocessor": 57, "mobilenetv2imageprocessor": 57, "mobilevitimageprocessor": 57, "61": 57, "34": [57, 105, 106], "dptimageprocessor": 57, "maskformerimageprocessor": 57, "28": 57, "nougatimageprocessor": 57, "ideficsimageprocessor": 57, "rtdetrimageprocessor": 57, "efficientnetimageprocessor": 57, "40": [57, 65], "deformabledetrimageprocessor": 57, "idefics3imageprocessor": 57, "fuyuimageprocessor": 57, "videollavaimageprocessor": 57, "pvtimageprocessor": 57, "09": 57, "oneformerimageprocessor": 57, "mobilenetv1imageprocessor": 57, "07": [57, 96, 97, 98, 101], "owlv2imageprocessor": 57, "chineseclipimageprocessor": 57, "efficientformerimageprocessor": 57, "llavaonevisionimageprocessor": 57, "swin2srimageprocessor": 57, "vithybridimageprocessor": 57, "owlvitimageprocessor": 57, "04": 57, "groundingdinoimageprocessor": 57, "03": 57, "perceiverimageprocessor": 57, "chameleonimageprocessor": 57, "levitimageprocessor": 57, "vitmatteimageprocessor": 57, "extens": [57, 72], "tri": 57, "def": [57, 83], "hasattr": 57, "feature_extractor": 57, "encount": 57, "becaus": 57, "iter": [57, 60, 71], "until": 57, "successfulli": 57, "imageprocessor": 57, "autoimageprocessor": 57, "from_pretrain": 57, "openai": 57, "vit": 57, "patch32": 57, "pillowconvertrgb": 57, "48145467": 57, "4578275": 57, "40821072": 57, "26862955": 57, "2613026": 57, "2757771": 57, "size_dict": 57, "shortest_edg": 57, "invalid_kei": 57, "default_to_squar": 57, "height_width_ord": 57, "constraint": 57, "els": [57, 65, 105, 106], "incompat": 57, "longest_edg": 57, "param_nam": 57, "entri": 57, "conform": 57, "messag": [57, 81], "do_res": 57, "do_center_crop": 57, "crop_siz": 57, "do_rescal": 57, "rescale_factor": 57, "00392156862745098": 57, "do_norm": 57, "image_mean": 57, "image_std": 57, "do_convert_rgb": 57, "rescal": 57, "deviat": 57, "clipprocessor": 57, "crop_pct": 57, "tailor": 57, "convnext": 57, "percentag": 57, "prepar": 57, "replic": 57, "build": [57, 72, 80], "blip": 57, "255": 57, "openai_clip_mean": 57, "openai_clip_std": 57, "accord": 57, "behavior": 57, "mobilenetv2": 57, "per": 57, "equival": 57, "bg": 58, "strict_level": 58, "min_select": 58, "min_width": 58, "min_height": 58, "min_resolut": 58, "desir": 58, "strict": [58, 92, 98], "get_imag": 58, "get_image_fil": 58, "list_image_fil": 58, "random_imag": 58, "randomli": 58, "random_image_fil": 58, "8057": 58, "000000": 58, "000001": 58, "000002": 58, "000003": 58, "000004": 58, "home": 58, "dgh": [58, 66, 107], "2400x1600": 58, "0x7feb86ed5160": 58, "003258": 58, "400x400": 58, "0x7feb86a748b0": 58, "quickli": 59, "backgroundimageset": 59, "list_bg_image_fil": 59, "get_bg_image_fil": 59, "get_bg_imag": 59, "random_bg_image_fil": 59, "random_bg_imag": 59, "opencv": 60, "denois": [60, 65], "inspir": [60, 69, 73, 80, 100], "mf666": [60, 100], "mist": 60, "fucker": 60, "diameter_min": 60, "diameter_max": 60, "sigma_color_min": 60, "sigma_color_max": 60, "sigma_space_min": 60, "sigma_space_max": 60, "radius_min": 60, "radius_max": 60, "eps_min": 60, "eps_max": 60, "b_iter": 60, "g_iter": 60, "random": [60, 78], "bilater": 60, "guid": 60, "stage": 60, "preserv": 60, "diamet": 60, "sigma": 60, "space": [60, 69, 80], "window": [60, 65], "term": 60, "contrib": 60, "noisy_imag": 60, "cleaned_img": 60, "cleaned_imag": 60, "jpeg": [61, 65, 90, 103], "blurri": [61, 65], "noisi": 61, "nafnet": [61, 104], "scunet": [61, 62, 104], "adversari": [61, 104], "remove_adversarial_nois": 61, "restore_with_nafnet": 61, "restore_with_scunet": 61, "ve": 62, "gaussian": 62, "To": 62, "correctli": 62, "credibl": 62, "rgg": [62, 63], "red": [62, 71], "gopro": 62, "sidd": 62, "tile_s": [62, 63, 81], "tile_overlap": [62, 63, 81], "batch_siz": [62, 63, 81], "silent": [62, 63, 81], "nafnetmodeltyp": 62, "tile": [62, 63, 81], "batch": [62, 63, 80, 81, 100], "progress": [62, 63, 81], "gan": 63, "128": 63, "scunetmodeltyp": 63, "automatic1111": 64, "stabl": [64, 65, 87, 107], "diffus": [64, 65, 87], "webui": [64, 65, 66], "novelai": 64, "sdwui": 64, "submodul": 64, "nai": [64, 104], "docstr": 64, "sdmetadata": 64, "parse_sdmeta_from_text": 64, "get_sdmeta_from_imag": 64, "save_image_with_sdmeta": 64, "read_metadata": 64, "save_with_metadata": 64, "naimetadata": 64, "get_naimeta_from_imag": 64, "add_naimeta_to_imag": 64, "save_image_with_naimeta": 64, "formatt": 65, "a1111": 65, "sd_metadata_simpl": 65, "sd_metadata_complex": 65, "prompt": 65, "neg_prompt": 65, "neg": 65, "__str__": 65, "sd1": 65, "extrem": 65, "delic": 65, "beauti": 65, "offici": 65, "global": [65, 103], "illumin": 65, "soft": 65, "shadow": 65, "super": 65, "light": 65, "novel": [65, 67], "4k": 65, "metal_textur": 65, "striped_background": 65, "rich": 65, "cg": 65, "uniti": 65, "8k": 65, "wallpap": 65, "unreal": 65, "sci": 65, "fi": 65, "fantasi": 65, "silver_skin": 65, "cut": [65, 71], "silver_impossible_bodysuit": 65, "gem_on_chest": 65, "cut_silver_mechanical_leotard": 65, "headgear": [65, 71], "1_girl": 65, "solo": [65, 70, 71, 72, 73, 77, 78, 79, 80], "slim_waist": 65, "hair": [65, 71], "long": 65, "lumin": 65, "medium_breast": [65, 79], "indistinct_camelto": 65, "flat_crotch": 65, "coquettish": 65, "squint": 65, "evil_smil": 65, "dark_persona": 65, "mouth": 65, "wet": 65, "slim_fac": 65, "tall_girl": 65, "matur": 65, "mature_fac": 65, "slim_figur": 65, "slim_leg": 65, "groin": 65, "bare_thigh": 65, "easyneg": 65, "sketch": 65, "ugli": 65, "huge": 65, "logo": 65, "monochrom": [65, 91, 94, 104], "bad": 65, "mutat": 65, "horror": 65, "geometri": 65, "bad_prompt": 65, "miss": 65, "finger": 65, "limb": 65, "anatomi": 65, "interlock": 65, "digit": 65, "arm": 65, "2girl": 65, "deform": 65, "artist": 65, "blush": [65, 72, 73, 77, 80], "lipstick": 65, "skindent": 65, "tie": 65, "big_breast": 65, "thighhigh": [65, 72], "pubic_hair": [65, 71], "3d": [65, 89], "realist": 65, "slip": [65, 74], "head_out_of_fram": 65, "curvi": 65, "sampler": 65, "ddim": 65, "cfg": 65, "seed": 65, "3827064803": 65, "512x848": 65, "hash": 65, "eb49192009": 65, "anidosmix": 65, "skip": 65, "new_imag": 65, "let": 65, "what": 65, "nslim_fac": 65, "848": 65, "_sdmeta_text": 65, "directli": 65, "starri": 65, "night": 65, "daylight": 65, "euler": 65, "sd2": 65, "1girl": [65, 70, 71, 72, 73, 74, 77, 78, 79, 80], "blue": 65, "footwear": 65, "shoe": 65, "bang": [65, 71, 72, 77, 80], "indoor": 65, "sleev": 65, "ahog": [65, 71, 72, 73, 77, 80], "dress": [65, 71], "pot": 65, "plant": 65, "bag": [65, 72, 73, 77, 80], "bun": [65, 71], "lora": 65, "bluearchive10": 65, "bluearchiv": 65, "neg1": 65, "dpm": 65, "2m": 65, "sde": 65, "karra": 65, "2647703743": 65, "768x768": 65, "72bd94132e": 65, "cutemix": 65, "strength": 65, "controlnet": 65, "control_v11p_sd15_openpos": 65, "cab727d4": 65, "weight": 65, "perfect": 65, "param": 65, "hire": 65, "upscal": [65, 104], "latent": 65, "ti": 65, "339cc9210f70": 65, "66a7279a88dd": 65, "info": 65, "underli": [65, 83], "sd_meta": 65, "scope": 65, "dst_file": [65, 67], "webp": 65, "systemerror": [65, 67], "input_imag": 65, "output_imag": 65, "a41": 66, "safetensor": 66, "torch": 66, "command": [66, 107], "pip": [66, 107], "_check_env": 66, "model_fil": 66, "key1": 66, "value1": 66, "key2": 66, "value2": 66, "src_model_fil": 66, "dst_model_fil": 66, "new_metadata": 66, "john": 66, "doe": [66, 70, 78, 92, 98], "input_model": 66, "output_model": 66, "softwar": 67, "generation_tim": 67, "dataclass": 67, "encapsul": 67, "taken": 67, "alia": 67, "success": [67, 107], "add_lsb_meta": 67, "save_metainfo": 67, "metainfo": 67, "prefer": 67, "isneti": [68, 104], "get_isnetis_mask": 68, "segment_with_isneti": 68, "segment_rgba_with_isneti": 68, "co": 69, "seg": 69, "1024": [69, 80], "blob": 69, "app": 69, "l8": 69, "00ff00": 69, "mask_": 69, "image_": 69, "hutao_seg": 69, "skadi": [69, 72, 73, 77, 80], "skadi_seg": 69, "drop": [70, 71, 72, 77, 79, 80], "cosplai": 70, "no_eyewear": 70, "eyewear": [70, 71], "span": [70, 71], "matter": [70, 71], "red_hair": [70, 71, 78, 79], "use_preset": 70, "custom_blacklist": 70, "onlin": 70, "preset": 70, "ones": 70, "neither": [70, 71], "nor": [70, 71], "anal_hair": 71, "anal_tail": 71, "arm_behind_head": 71, "arm_hair": 71, "arm_under_breast": 71, "arms_behind_head": 71, "bird_on_head": 71, "blood_in_hair": 71, "breasts_on_glass": 71, "breasts_on_head": 71, "cat_on_head": 71, "closed_ey": 71, "clothed_female_nude_femal": 71, "clothed_female_nude_mal": 71, "clothed_male_nude_femal": 71, "clothes_between_breast": 71, "cream_on_fac": 71, "drying_hair": 71, "empty_ey": 71, "face_to_breast": 71, "food_on_fac": 71, "food_on_head": 71, "game_boi": 71, "grabbing_anoth": 71, "s_hair": 71, "grabbing_own_breast": 71, "gun_to_head": 71, "head_between_breast": 71, "heart_in_ey": 71, "multiple_boi": 71, "multiple_girl": 71, "object_on_breast": 71, "object_on_head": 71, "paint_splatter_on_fac": 71, "parted_lip": [71, 72, 73, 77, 80], "penis_on_fac": 71, "person_on_head": 71, "pokemon_on_head": 71, "rabbit_on_head": 71, "rice_on_fac": 71, "severed_head": 71, "star_in_ey": 71, "sticker_on_fac": 71, "tentacles_on_mal": 71, "tying_hair": 71, "built": [71, 83], "mutabl": 71, "constructor": 71, "empti": 71, "hold": [71, 72, 73, 77, 80], "futa": 71, "cum": 71, "rub": 71, "shade": 71, "plai": 71, "drill": 71, "skin": 71, "sidelock": 71, "twintail": [71, 72, 73, 77, 80], "braid": 71, "afro": 71, "bald": 71, "dreadlock": 71, "ponytail": 71, "updo": 71, "beard": 71, "mustach": 71, "pointi": 71, "horn": 71, "tail": 71, "ornament": 71, "hairband": 71, "pupil": 71, "bow": [71, 72, 73], "headwear": 71, "ribbon": [71, 73, 77], "crown": 71, "cap": 71, "hairclip": [71, 77], "mole": 71, "halo": 71, "fluff": 71, "flower": [71, 72, 73, 77, 80], "glass": [71, 74], "fang": 71, "boi": 71, "beret": 71, "heterochromia": 71, "headdress": 71, "eyepatch": 71, "headphon": 71, "eyebrow": 71, "eyelash": 71, "sunglass": 71, "intak": 71, "scrunchi": 71, "ear_pierc": 71, "headband": 71, "ring": 71, "under_mouth": 71, "freckl": 71, "lip": 71, "eyelin": 71, "eyeshadow": 71, "tassel": 71, "whitelist_suffix": 71, "whitelist_prefix": 71, "whitelist_word": 71, "suffix": [71, 76], "pool": 71, "whitelist": 71, "blacklist": [71, 75, 104], "singular": 71, "plural": 71, "chair": 71, "whole": 71, "word": 71, "hear": 71, "72": 71, "outdat": 72, "anymor": 72, "baselin": 72, "practic": 72, "use_real_nam": [72, 77], "general_threshold": [72, 73, 80], "character_threshold": [72, 73, 80], "drop_overlap": [72, 73, 77, 80], "real": [72, 77, 94, 104], "renam": [72, 77], "redirect": [72, 77], "mani": [72, 77], "websit": [72, 77], "rate": [72, 73, 80, 92, 94, 104], "char": [72, 73, 80], "9897817373275757": 72, "question": [72, 73, 80, 92], "010265946388244629": 72, "explicit": [72, 73, 80, 92], "2809715270996094e": 72, "9939777851104736": 72, "5032387375831604": 72, "black_bord": 72, "9943548440933228": 72, "black_glov": [72, 73, 77, 80], "5011609792709351": 72, "blue_ski": [72, 73, 77, 80], "6877802610397339": 72, "5543792843818665": 72, "8268730640411377": 72, "cloud": [72, 73, 77, 80], "8504303693771362": 72, "cowboy_shot": [72, 73, 77, 80], "6008237600326538": 72, "crop_top": [72, 73, 77, 80], "6635787487030029": 72, "dai": [72, 73, 77, 80], "8496965765953064": 72, "glove": [72, 73, 77, 80], "6107005476951599": 72, "hair_between_ey": [72, 73, 77, 80], "668294370174408": 72, "5619469285011292": 72, "holding_baseball_bat": [72, 73, 77, 80], "5141720771789551": 72, "letterbox": 72, "long_hair": [72, 73, 77, 79, 80], "9884189963340759": 72, "looking_at_view": [72, 73, 77, 80], "5673105120658875": 72, "midriff": [72, 73, 77, 80], "6290556192398071": 72, "navel": [72, 73, 77, 80], "9631235003471375": 72, "no_hat": [72, 73, 77], "7978747487068176": 72, "no_headwear": [72, 73, 77, 80], "7577926516532898": 72, "outdoor": [72, 73, 77, 80], "7118550539016724": 72, "5452839136123657": 72, "pillarbox": 72, "9841411709785461": 72, "red_ey": [72, 73, 77, 80], "958786129951477": 72, "shirt": [72, 73, 77, 80], "6720131039619446": 72, "short_sleev": [72, 73, 77, 80], "7077711820602417": 72, "silver_hair": [72, 73, 77], "6673924326896667": 72, "sky": [72, 73, 77, 80], "8709812760353088": 72, "9614333510398865": 72, "sportswear": [72, 73, 77, 80], "7786177396774292": 72, "6842771172523499": 72, "sweat": [72, 73, 77, 80], "9076308012008667": 72, "thigh": [72, 73, 77, 80], "580970823764801": 72, "skadi_": [72, 73, 80], "arknight": [72, 73, 80], "9633345007896423": 72, "9988503456115723": 72, "001651763916015625": 72, "00012505054473876953": 72, "9829280972480774": 72, "894218385219574": 72, "8733789920806885": 72, "backpack": [72, 73, 77, 80], "6322951316833496": 72, "9987058639526367": 72, "bag_charm": [72, 73], "9754379987716675": 72, "6810564994812012": 72, "9708781838417053": 72, "6356008052825928": 72, "5633733868598938": 72, "brick_wal": 72, "5315935611724854": 72, "brown_hair": [72, 73, 77, 80], "9397273659706116": 72, "9229896664619446": 72, "charm_": [72, 73], "9006357789039612": 72, "citi": 72, "9020784497261047": 72, "cityscap": 72, "9547432661056519": 72, "5296419262886047": 72, "8253412246704102": 72, "5619839429855347": 72, "hair_flow": [72, 73, 77, 80], "8277763724327087": 72, "hair_orna": [72, 73, 77, 80], "9356368780136108": 72, "hair_ribbon": [72, 73, 77], "5288072824478149": 72, "jacket": [72, 73, 77, 80], "6336134076118469": 72, "9703260064125061": 72, "8188960552215576": 72, "phone_screen": 72, "9579574465751648": 72, "9954615235328674": 72, "plaid": [72, 73, 77], "9725285172462463": 72, "plaid_skirt": [72, 73, 77], "9638455510139465": 72, "pleated_skirt": [72, 73, 77, 80], "7226815819740295": 72, "5321241021156311": 72, "red_nail": [72, 77], "5493080615997314": 72, "school_bag": [72, 73], "9863407611846924": 72, "school_uniform": [72, 73, 77, 80], "6794284582138062": 72, "5062428116798401": 72, "shoulder_bag": 72, "9325523972511292": 72, "skirt": [72, 73, 77, 80], "92237788438797": 72, "skyscrap": 72, "7728171348571777": 72, "sleeves_past_wrist": [72, 73, 77], "7257086038589478": 72, "smile": [72, 73, 77, 80], "5357837080955505": 72, "6939404010772705": 72, "7054293155670166": 72, "tongu": [72, 73, 77, 80], "9990814924240112": 72, "tongue_out": [72, 73, 77, 80], "9992498755455017": 72, "5012534260749817": 72, "very_long_hair": [72, 73, 77, 79, 80], "7461410164833069": 72, "lagpixellol": 73, "deepgelbooru_onnx": 73, "categori": [73, 88, 96], "dim": [73, 80], "9986732006072998": 73, "0013858973979949951": 73, "315376281738281e": 73, "9972434639930725": 73, "basebal": [73, 80], "5982598662376404": 73, "baseball_bat": [73, 77, 80], "6429562568664551": 73, "bike_short": 73, "36296138167381287": 73, "8308937549591064": 73, "black_shirt": [73, 77, 80], "7388008832931519": 73, "6039759516716003": 73, "30909663438796997": 73, "9694308042526245": 73, "6422968506813049": 73, "5898381471633911": 73, "8145260810852051": 73, "652222216129303": 73, "dolphin_short": 73, "466494083404541": 73, "7183809280395508": 73, "6753682494163513": 73, "7302790880203247": 73, "6649775505065918": 73, "large_breast": [73, 77, 80], "8446108102798462": 73, "98187655210495": 73, "8140730857849121": 73, "6360533833503723": 73, "9635934829711914": 73, "33370012044906616": 73, "44239571690559387": 73, "7891374826431274": 73, "6471294164657593": 73, "9958090782165527": 73, "8736815452575684": 73, "872096061706543": 73, "5640895366668701": 73, "5049663186073303": 73, "8832778930664062": 73, "9687467813491821": 73, "sports_bra": 73, "3659853935241699": 73, "9309735298156738": 73, "49939480423927307": 73, "stomach": [73, 77, 80], "446407288312912": 73, "809670090675354": 73, "6560589075088501": 73, "47956040501594543": 73, "9832853674888611": 73, "9994162321090698": 73, "0008397102355957031": 73, "00035390257835388184": 73, "9926226139068604": 73, "899387001991272": 73, "34215790033340454": 73, "5701972246170044": 73, "9512913227081299": 73, "6664570569992065": 73, "5614628791809082": 73, "33615976572036743": 73, "5770801305770874": 73, "987317681312561": 73, "37286585569381714": 73, "cardigan": [73, 77], "36409223079681396": 73, "7329680919647217": 73, "collared_shirt": [73, 77], "5924292206764221": 73, "4344901144504547": 73, "7465001344680786": 73, "5225946307182312": 73, "6976451873779297": 73, "9265321493148804": 73, "34527891874313354": 73, "6675043106079102": 73, "9096828699111938": 73, "long_sleev": [73, 77, 80], "41341525316238403": 73, "8418735265731812": 73, "miniskirt": [73, 77], "3675632178783417": 73, "nail_polish": [73, 77], "5284417867660522": 73, "open_cloth": [73, 77], "30296844244003296": 73, "48789578676223755": 73, "36596980690956116": 73, "7759367227554321": 73, "6535028219223022": 73, "8975257873535156": 73, "36911237239837646": 73, "4171145558357239": 73, "3942635953426361": 73, "6772940754890442": 73, "9397937655448914": 73, "5207280516624451": 73, "4673041105270386": 73, "9118321537971497": 73, "9967410564422607": 73, "9970728158950806": 73, "8419480323791504": 73, "6489560604095459": 73, "white_shirt": [73, 77], "6217572689056396": 73, "underscor": [74, 80], "convent": 74, "restor": [74, 104], "use_spac": 74, "use_escap": 74, "include_scor": 74, "score_descend": 74, "_": 74, "escap": 74, "unsaf": 74, "sort": [74, 78], "descend": 74, "panty_pul": 74, "6826801300048828": 74, "958938717842102": 74, "drinking_glass": 74, "9340789318084717": 74, "areola_slip": 74, "41196826100349426": 74, "9988248348236084": 74, "drink": 74, "pull": 74, "areola": 74, "999": 74, "959": 74, "934": 74, "683": 74, "412": 74, "mldanbooru": [75, 104], "get_mldanbooru_tag": 75, "wd14": [75, 77, 104], "get_wd14_tag": [75, 77], "convert_wd14_emb_to_predict": 75, "denormalize_wd14_emb": 75, "deepdanbooru": [75, 77, 104], "get_deepdanbooru_tag": [75, 77], "deepgelbooru": [75, 104], "get_deepgelbooru_tag": 75, "add_underlin": 75, "remove_underlin": 75, "tags_to_text": 75, "drop_overlap_tag": 75, "is_blacklist": 75, "drop_blacklisted_tag": 75, "char_whitelist_suffix": 75, "char_whitelist_prefix": 75, "char_whitelist_word": 75, "char_suffix": 75, "char_prefix": 75, "charactertagpool": 75, "is_basic_character_tag": 75, "drop_basic_character_tag": 75, "sort_tag": 75, "tag_match_suffix": 75, "tag_match_prefix": 75, "tag_match_ful": 75, "t1": 76, "t2": 76, "fulli": 76, "ml": 77, "448": 77, "keep_ratio": 77, "9999984502792358": [77, 99], "9999946355819702": 77, "9994951486587524": 77, "998144268989563": 77, "9978417158126831": 77, "9941409230232239": 77, "9799384474754333": 77, "979142427444458": 77, "961823582649231": 77, "961323618888855": 77, "9490893483161926": 77, "9450850486755371": 77, "9425153136253357": 77, "9409335255622864": 77, "9319437146186829": 77, "9265308976173401": 77, "9259042143821716": 77, "922250509262085": 77, "9199565052986145": 77, "9175475835800171": 77, "9102761745452881": 77, "9076938629150391": 77, "9052775502204895": 77, "8938589692115784": 77, "8894285559654236": 77, "8891903162002563": 77, "8845980763435364": 77, "8842408061027527": 77, "8659475445747375": 77, "862621009349823": 77, "8616052865982056": 77, "8562789559364319": 77, "short_short": [77, 80], "8555729389190674": 77, "8533340096473694": 77, "black_short": [77, 80], "8477485775947571": 77, "8430152535438538": 77, "tied_long_hair": [77, 80], "8340626955032349": 77, "crop_top_overhang": 77, "8266023397445679": 77, "8222048282623291": 77, "8202669620513916": 77, "8061150312423706": 77, "ass_visible_through_thigh": [77, 80], "7803354859352112": 77, "thigh_gap": [77, 80], "7789446711540222": 77, "arms_up": 77, "7052110433578491": 77, "9999866485595703": 77, "997043788433075": 77, "9969649910926819": 77, "9957101345062256": 77, "9928386807441711": 77, "9886980056762695": 77, "9864778518676758": 77, "ghost": [77, 80], "9769423007965088": 77, "9747489094734192": 77, "9736957550048828": 77, "9388670325279236": 77, "9356311559677124": 77, "91000896692276": 77, "8955123424530029": 77, "8910233378410339": 77, "8904104828834534": 77, "8881211280822754": 77, "8876776695251465": 77, "8864808678627014": 77, "8810517191886902": 77, "8798807263374329": 77, "8765745162963867": 77, "8737136125564575": 77, "8650439381599426": 77, "8613706827163696": 77, "blue_cardigan": 77, "8571277260780334": 77, "8333670496940613": 77, "8160212635993958": 77, "eyebrows_visible_through_hair": 77, "8122442364692688": 77, "8091571927070618": 77, "8082079887390137": 77, "8048468232154846": 77, "8042327165603638": 77, "7984272241592407": 77, "blazer": [77, 80], "794708251953125": 77, "78981614112854": 77, "7892146110534668": 77, "shaped_pupil": [77, 80], "7867060899734497": 77, "gradient_hair": 77, "786359965801239": 77, "7790888547897339": 77, "brown_skirt": 77, "7760675549507141": 77, "774523913860321": 77, "7721588015556335": 77, "7697228789329529": 77, "755959689617157": 77, "multicolored_hair": 77, "7477189898490906": 77, "7476690411567688": 77, "rail": 77, "7476617693901062": 77, "blue_jacket": 77, "7458406090736389": 77, "741143524646759": 77, "7364678978919983": 77, "7193643450737": 77, "red_neckwear": 77, "7108616828918457": 77, "7086325287818909": 77, "7055293321609497": 77, "7039415836334229": 77, "7018357515335083": 77, "shuffl": 78, "count": [78, 105, 106], "2boi": 78, "cat_ear": 78, "uniqu": 78, "8849405313291128": 79, "8548297594823425": 79, "03910296474461261": 79, "6615180440330748": 79, "21552028866308015": 79, "3165260620737027": 79, "47744464927382957": 79, "tagger": 80, "smilingwolf": 80, "wd": 80, "swinv2_v3": 80, "general_mcut_en": 80, "character_mcut_en": 80, "no_underlin": 80, "mcut": 80, "replac": 80, "index": [80, 107], "follw": 80, "valuabl": 80, "enabl": 80, "rapid": 80, "queri": 80, "0011444687843322754": 80, "8876402974128723": 80, "106781005859375": 80, "000277101993560791": 80, "997527003288269": 80, "9797663688659668": 80, "9905703663825989": 80, "9761719703674316": 80, "8981098532676697": 80, "8810765743255615": 80, "9498510360717773": 80, "8377365469932556": 80, "945058286190033": 80, "9457170367240906": 80, "969594419002533": 80, "7881088852882385": 80, "7687551379203796": 80, "9301245212554932": 80, "6703325510025024": 80, "white_hair": 80, "5292627811431885": 80, "8677047491073608": 80, "grey_hair": 80, "5859264731407166": 80, "9536856412887573": 80, "8056888580322266": 80, "8394746780395508": 80, "9473626613616943": 80, "8986269235610962": 80, "9385137557983398": 80, "8408567905426025": 80, "alternate_costum": 80, "4245271384716034": 80, "931140661239624": 80, "8830795884132385": 80, "7279844284057617": 80, "artist_nam": 80, "5333830714225769": 80, "64717698097229": 80, "9516432285308838": 80, "9655293226242065": 80, "9485014081001282": 80, "7366660833358765": 80, "7161656618118286": 80, "5858667492866516": 80, "6186309456825256": 80, "41193312406539917": 80, "467605859041214": 80, "36282333731651306": 80, "3756745457649231": 80, "motion_blur": 80, "5091936588287354": 80, "951993465423584": 80, "5634750723838806": 80, "8232709169387817": 80, "9869340658187866": 80, "49491602182388306": 80, "5193622708320618": 80, "003406703472137451": 80, "0007208287715911865": 80, "9798132181167603": 80, "8046203851699829": 80, "7596215009689331": 80, "7620116472244263": 80, "46084529161453247": 80, "48454540967941284": 80, "5152207016944885": 80, "8023070096969604": 80, "8653596639633179": 80, "7201820611953735": 80, "7816740870475769": 80, "697688639163971": 80, "8974947333335876": 80, "7491052746772766": 80, "5015512704849243": 80, "6401398181915283": 80, "43420469760894775": 80, "4528769850730896": 80, "5730487704277039": 80, "6739872694015503": 80, "5545973181724548": 80, "6946243047714233": 80, "5487751364707947": 80, "7439308166503906": 80, "4186026453971863": 80, "47378358244895935": 80, "4690653085708618": 80, "7565015554428101": 80, "hu_tao_": 80, "genshin_impact": 80, "9262397289276123": 80, "boo_tao_": 80, "942080020904541": 80, "denorm": 80, "denormalizer_nam": 80, "mnum2_al": 80, "understand": 80, "redund": 80, "structur": [80, 104], "b": 80, "r": [80, 92, 98], "c": 80, "linalg": 80, "norm": 80, "approx": [80, 81], "1e": 80, "cdc_anime_onnx": 81, "realli": 81, "As": [81, 92, 98], "1024x1024": 81, "2060": 81, "gpu": 81, "cost": 81, "cpu": [81, 86, 105, 106], "experi": 81, "hgsr": 81, "mhr": 81, "aug_x4_320": 81, "cute_waifu_aroma": 81, "pngimageplugin": 81, "pngimagefil": 81, "1168x1168": 81, "0x7f0e8ca06880": 81, "4672x4672": 81, "0x7f0e48edb640": 81, "cdc": [82, 104], "upscale_with_cdc": 82, "lru_cach": 83, "wrap": 83, "synchron": 83, "prevent": 83, "race": 83, "condit": 83, "maxsiz": 83, "expensive_funct": 83, "expens": 83, "lock": [83, 103], "safeti": [83, 100], "multithread": 83, "my_funct": 83, "introduc": 83, "acquisit": 83, "critic": 83, "mathemat": 84, "activ": 84, "deep": 84, "problem": [84, 92, 98], "input_valu": 84, "frac": 84, "26894142": 84, "73105858": 84, "ts_lru_cach": 85, "get_onnx_provid": 85, "open_onnx_model": 85, "cudaexecutionprovid": 86, "cpuexecutionprovid": 86, "ckpt": 86, "inferencesess": 86, "onnx_mod": 86, "decid": 86, "linux": [86, 105, 106], "execut": [86, 105, 106], "ignor": 86, "cuda": [86, 105, 106], "forc": 86, "anime_ai_check": 87, "mobilenetv3_sce_dist": [87, 98, 102], "mainli": 87, "caformer_s36_plus_sc": 87, "graph": 87, "9996960163116455": 87, "9999125003814697": 87, "997803270816803": 87, "9960069060325623": 87, "9887709021568298": 87, "9998629093170166": 87, "0013722758740186691": 87, "00020673229300882667": 87, "0001895089662866667": 87, "0008857478387653828": 87, "552320024231449e": 87, "001168627175502479": 87, "bangumi": [88, 89], "vision": 88, "imageri": 88, "bangumi_char_typ": 88, "definit": [88, 95], "video": 88, "secondari": 88, "often": 88, "lack": 88, "lead": 88, "under": [88, 107], "three": 88, "judg": 88, "anime_portrait": [88, 94], "mobilenetv3_v0_dist": [88, 97, 101, 102], "9998525381088257": 88, "00012103465269319713": 88, "6464786313008517e": 88, "906112609314732e": 88, "06": [88, 89, 91, 96, 97, 98, 99, 101], "9997243285179138": 88, "0002490800397936255": 88, "7215803381986916e": 88, "354368557978887e": 88, "9998849630355835": 88, "90006631379947e": 88, "3920385754317977e": 88, "2084233276254963e": 88, "9998877048492432": 88, "732793503440917e": 88, "4264976925915107e": 88, "0623419257171918e": 88, "07076334953308105": 88, "9290977716445923": 88, "0001044218079186976": 88, "4467317163944244e": 88, "2568268832401372e": 88, "9999498128890991": 88, "1810528778587468e": 88, "879474429093534e": 88, "260669109295122e": 88, "9999510049819946": 88, "2321036592766177e": 88, "025227553938748e": 88, "4251427273848094e": 88, "999957799911499": 88, "4273678718600422e": 88, "6884023302263813e": 88, "880981603288092e": 88, "0002326338435523212": 88, "9996368885040283": 88, "164971561403945e": 88, "00020793956355191767": 88, "13438372313976288": 88, "8652494549751282": 88, "000158855298650451": 88, "000238816806813702": 88, "3589179217815399": 88, "6406960487365723": 88, "0001471740542910993": 88, "002255884697660804": 88, "08208147436380386": 88, "9152728915214539": 88, "00038967153523117304": 88, "227699592884164e": 88, "0835404282261152e": 88, "1437502406770363e": 88, "9999284744262695": 88, "2125529792683665e": 88, "0218892384727951e": 88, "00011914174683624879": 88, "9998584985733032": 88, "2007669283775613e": 88, "6357082131435163e": 88, "3068713896209374e": 88, "9999185800552368": 88, "066640925273532e": 88, "529400813335087e": 88, "089402500540018e": 88, "9999388456344604": 88, "6406959295272827": 88, "not_paint": 89, "anime_classif": 89, "older": 89, "mobilenetv3_v1": [89, 99], "5_dist": 89, "3_dist": 89, "plot": [89, 92, 98, 102], "caformer_s36_v1": 89, "3_focal": 89, "8346158862113953": 89, "004201625939458609": 89, "0028638991061598063": 89, "15633030235767365": 89, "001988308737054467": 89, "9868855476379395": 89, "001178382197394967": 89, "00015886101755313575": 89, "0005986307514831424": 89, "011178601533174515": 89, "9933090209960938": 89, "0012440024875104427": 89, "00040085514774546027": 89, "004924307577311993": 89, "00012189441622467712": 89, "00031298911198973656": 89, "9968050718307495": 89, "182305903872475e": 89, "0027923565357923508": 89, "7805559259140864e": 89, "0004650334012694657": 89, "996709942817688": 89, "736721191671677e": 89, "0027629584074020386": 89, "4619508621981367e": 89, "0003803370927926153": 89, "998649537563324": 89, "190127922105603e": 89, "0008622839814051986": 89, "595230686594732e": 89, "0004573142796289176": 89, "00031435859273187816": 89, "8671838641166687": 89, "13199880719184875": 89, "563074617180973e": 89, "153919796110131e": 89, "290010737255216e": 89, "9727378487586975": 89, "027150526642799377": 89, "162296004826203e": 89, "4933258828241378e": 89, "0004275702522136271": 89, "995402455329895": 89, "002233930164948106": 89, "001911122351884842": 89, "1603819727897644": 89, "0007561995880678296": 89, "00017044576816260815": 89, "838487982749939": 89, "0002034590725088492": 89, "005001617129892111": 89, "000932251859921962": 89, "009352140128612518": 89, "9846979379653931": 89, "6018555470509455e": 89, "004064667969942093": 89, "464051254326478e": 89, "025772539898753166": 89, "9699516296386719": 89, "00011656546121230349": 89, "287263775244355e": 89, "370255853951676e": 89, "01098843663930893": 89, "0031668643932789564": 89, "9857884049415588": 89, "499273488065228e": 89, "8419872251106426e": 89, "0003471920208539814": 89, "029472889378666878": 89, "9700765609741211": 89, "0012387704337015748": 89, "001172148622572422": 89, "787473391043022e": 89, "003680602880194783": 89, "9938107132911682": 89, "8346157073974609": 89, "8671836853027344": 89, "8384883403778076": 89, "9846979975700378": 89, "9700766801834106": 89, "greyscal": 90, "jpeg_ful": [90, 103], "6125901": 90, "6125785": [90, 103], "6124220": 90, "rough": [91, 92, 98], "polish": 91, "mobilenetv3_v2": 91, "2_dist": [91, 99], "910087929805741e": 91, "1241951510310173": 91, "8757457137107849": 91, "00018937293498311192": 91, "030049214139580727": 91, "9697614312171936": 91, "008933082222938538": 91, "05096456781029701": 91, "9401022791862488": 91, "009832272306084633": 91, "9898634552955627": 91, "00030428936588577926": 91, "013919820077717304": 91, "9819902181625366": 91, "004089969675987959": 91, "04166747257113457": 91, "9582782983779907": 91, "4218515288084745e": 91, "8849249482154846": 91, "1149177998304367": 91, "0001573085755808279": 91, "9907882809638977": 91, "008958994410932064": 91, "0002527958422433585": 91, "9831690788269043": 91, "01682441122829914": 91, "613856385229155e": 91, "8757458329200745": 91, "8849248290061951": 91, "million": 92, "anime_r": [92, 94], "boundari": [92, 98], "challeng": [92, 98], "clean": [92, 98], "judgment": [92, 98], "intend": [92, 98], "quick": [92, 98, 104], "estim": [92, 98], "basi": [92, 98], "mobilenetv3_large_100_v0_ls0": 92, "caformer_s36_v0_ls0": 92, "7508869767189026": 92, "7034655809402466": 92, "728887677192688": 92, "7404400110244751": 92, "7446154952049255": 92, "7514738440513611": 92, "768704354763031": 92, "8219676613807678": 92, "7267540693283081": 92, "7645740509033203": 92, "7216582894325256": 92, "7615436315536499": 92, "815083920955658": 92, "8321858644485474": 92, "8204999566078186": 92, "820833146572113": 92, "chdir": 92, "doc": 92, "api_doc": 92, "7508870363235474": 92, "11212056130170822": 92, "06781744956970215": 92, "06917501986026764": 92, "7034654021263123": 92, "15903906524181366": 92, "06688199192285538": 92, "07061357796192169": 92, "7288877964019775": 92, "1476859599351883": 92, "060362350195646286": 92, "06306383013725281": 92, "7404399514198303": 92, "10337048768997192": 92, "08087948709726334": 92, "07530999928712845": 92, "055992450565099716": 92, "7446154356002808": 92, "13191790878772736": 92, "06747424602508545": 92, "06458679586648941": 92, "10566363483667374": 92, "07827574014663696": 92, "07079866528511047": 92, "7687042951583862": 92, "09974884241819382": 92, "06074819341301918": 92, "050435908138751984": 92, "8219675421714783": 92, "0593985915184021": 92, "06819795072078705": 92, "06569571048021317": 92, "1177448257803917": 92, "726753830909729": 92, "08980562537908554": 92, "06481882929801941": 92, "06922297924757004": 92, "10138414055109024": 92, "06351721286773682": 92, "07683827728033066": 92, "13798624277114868": 92, "05942752957344055": 92, "10584963858127594": 92, "7615437507629395": 92, "07317910343408585": 92, "060196295380592346": 92, "06751583516597748": 92, "0572039857506752": 92, "05398125201463699": 92, "06124086305499077": 92, "0525919646024704": 92, "8321859240531921": 92, "05922013148665428": 92, "06274889409542084": 92, "057530902326107025": 92, "8205001354217529": 92, "05683052912354469": 92, "06635929644107819": 92, "05597696080803871": 92, "8208332657814026": 92, "non_furri": 93, "mobilenetv3_v0": 93, "1_dist": 93, "9898804426193237": 93, "010119626298546791": 93, "9677742123603821": 93, "032225821167230606": 93, "959551215171814": 93, "040448784828186035": 93, "9535530209541321": 93, "04644693806767464": 93, "04358793422579765": 93, "9564120769500732": 93, "02767963521182537": 93, "9723203182220459": 93, "028900373727083206": 93, "9710996150970459": 93, "037573859095573425": 93, "9624261260032654": 93, "aicheck": [94, 104], "get_ai_created_scor": 94, "is_ai_cr": 94, "bangumi_char": [94, 104], "anime_bangumi_char_scor": 94, "anime_bangumi_char": 94, "anime_classify_scor": 94, "anime_classifi": 94, "is_greyscal": 94, "anime_completeness_scor": 94, "anime_complet": 94, "dbrate": [94, 104], "anime_dbrating_scor": 94, "anime_dbr": 94, "furri": [94, 104], "anime_furry_scor": 94, "anime_furri": 94, "get_monochrome_scor": 94, "is_monochrom": 94, "nsfw_pred_scor": 94, "nsfw_pred": 94, "portrait": [94, 104], "anime_portrait_scor": 94, "anime_rating_scor": 94, "anime_real_scor": 94, "safe_check_scor": 94, "safe_check": 94, "style_ag": [94, 104], "anime_style_age_scor": 94, "anime_style_ag": 94, "teen": [94, 104], "anime_teen_scor": 94, "anime_teen": 94, "is_truncated_fil": 94, "screen": 95, "row": 95, "bottom": 95, "grayscal": 95, "monochrome_detect": 95, "mobilenetv3_large_100_dist_safe2": 95, "mobilenetv3_dist": 95, "caformer_s36": 95, "mono": 95, "9614395499229431": 95, "9458909034729004": 95, "9559807777404785": 95, "9651952981948853": 95, "9379720687866211": 95, "8814834356307983": 95, "03941023349761963": 95, "07492382079362869": 95, "09546589106321335": 95, "016521310433745384": 95, "005693843588232994": 95, "0315730981528759": 95, "Not": 96, "five": 96, "hentai": 96, "neutral": 96, "porn": 96, "sexi": 96, "infinit": 96, "nsfwj": 96, "tfj": 96, "mobil": 96, "9970946311950684": 96, "00198739324696362": 96, "000894528697244823": 96, "4315058251668233e": 96, "099447197513655e": 96, "9282580614089966": 96, "061733175069093704": 96, "008979619480669498": 96, "0007789491210132837": 96, "0002501663693692535": 96, "7945129871368408": 96, "2044062316417694": 96, "0005603990866802633": 96, "0004847997915931046": 96, "564094367902726e": 96, "7977773547172546": 96, "01352313905954361": 96, "18791256844997406": 96, "0004888656549155712": 96, "00029804420773871243": 96, "04498734697699547": 96, "9509441256523132": 96, "4087972633424215e": 96, "003999904729425907": 96, "4542059185914695e": 96, "002892113756388426": 96, "982390284538269": 96, "02520776737947e": 96, "014633022248744965": 96, "858086610212922e": 96, "002532319398596883": 96, "9887337684631348": 96, "231979568838142e": 96, "008699454367160797": 96, "8187158022774383e": 96, "03564726561307907": 96, "954788088798523": 96, "343036850215867e": 96, "009289607405662537": 96, "00020158555707894266": 96, "006372362840920687": 96, "006019102409482002": 96, "9694945812225342": 96, "015214097686111927": 96, "002899901708588004": 96, "0004039364866912365": 96, "00012730166781693697": 96, "987038791179657": 96, "007135333959013224": 96, "005294707603752613": 96, "06964848190546036": 96, "0014777459437027574": 96, "9276643395423889": 96, "0003031621454283595": 96, "0009063396137207747": 96, "00028707628371194005": 96, "00010888021643040702": 96, "9992460012435913": 96, "00015473493840545416": 96, "0002033217460848391": 96, "563037691696081e": 96, "008058490231633186": 96, "00044566826545633376": 96, "937960684299469": 96, "05353058874607086": 96, "364063445587817e": 96, "00562260951846838": 96, "00012077406427124515": 96, "9897090792655945": 96, "004547217860817909": 96, "564737981942017e": 96, "016690678894519806": 96, "001258736359886825": 96, "9766013622283936": 96, "005440687295049429": 96, "4481674952548929e": 96, "01861923187971115": 96, "0008914825739338994": 96, "9674761295318604": 96, "012998746708035469": 96, "691116141155362e": 96, "0007601747056469321": 96, "0005019629606977105": 96, "039504989981651306": 96, "9591660499572754": 96, "0001652583305258304": 96, "0002614929690025747": 96, "020374108105897903": 96, "029394468292593956": 96, "9498046040534973": 96, "00016299057460855693": 96, "004782819654792547": 96, "002861740067601204": 96, "12280157208442688": 96, "8693908452987671": 96, "0001731760276015848": 96, "304211274255067e": 96, "03286275267601013": 96, "010648751631379128": 96, "9562522172927856": 96, "999900221824646": 97, "645313209854066e": 97, "3387104445428122e": 97, "9999704360961914": 97, "4465465685352683e": 97, "071506166132167e": 97, "9999785423278809": 97, "512719154561637e": 97, "292278612818336e": 97, "919455750496127e": 97, "9999444484710693": 97, "3647335082350764e": 97, "0555699191172607e": 97, "9999880790710449": 97, "3210242286731955e": 97, "7451418898417614e": 97, "9999822378158569": 97, "2084267331811134e": 97, "7460413321023225e": 97, "1532473820352607e": 97, "9999996423721313": 97, "0316136922483565e": 97, "840229633236049e": 97, "9999998807907104": [97, 98], "736660568800289e": 97, "199210472208506e": 97, "9999992847442627": 97, "r15": 98, "r18": 98, "sankaku": 98, "mobilenetv3_v1_pruned_ls0": 98, "caformer_s36_plu": [98, 102], "5863172936624323e": 98, "480062353375615e": 98, "9924363493919373": 98, "007255776319652796": 98, "0003077814180869609": 98, "996969997882843": 98, "0030054834205657244": 98, "4601260520284995e": 98, "9966891407966614": 98, "003293127752840519": 98, "770909148035571e": 98, "00025384966284036636": 98, "9996721744537354": 98, "399192691082135e": 98, "973351603141055e": 98, "9998563528060913": 98, "391309580067173e": 98, "0018681309884414077": 98, "9827859997749329": 98, "015345841646194458": 98, "013710384257137775": 98, "8339558839797974": 98, "15233369171619415": 98, "951323833462084e": 98, "00029566374723799527": 98, "9997004270553589": 98, "00018434497178532183": 98, "568440272123553e": 98, "9997699856758118": 98, "11225129129889e": 98, "051862899563275e": 98, "9999485015869141": 98, "902020231791539e": 98, "0005639699520543218": 98, "9994290471076965": 98, "anime_real_cl": 99, "4_dist": 99, "9999716281890869": 99, "8398366339388303e": 99, "9992202520370483": 99, "0007797438884153962": 99, "9999709129333496": 99, "905452492996119e": 99, "9999765157699585": 99, "3499671442550607e": 99, "9994087219238281": 99, "0005913018831051886": 99, "9999759197235107": 99, "4061362637439743e": 99, "9999052286148071": 99, "475799015490338e": 99, "403173675702419e": 99, "5848207794988411e": 99, "0010207017185166478": 99, "9989792704582214": 99, "2124368115328252e": 99, "9999977350234985": 99, "6512358342879452e": 99, "9999834299087524": 99, "359853614412714e": 99, "9999936819076538": 99, "600314317329321e": 99, "9999840259552002": 99, "5589323083986528e": 99, "9999843835830688": 99, "5513256585109048e": 99, "9999845027923584": 99, "pollut": 100, "shit": 100, "checker": 100, "mobilenet": 100, "v2": 100, "max_batch_s": 100, "1970": 101, "1980": 101, "1990": 101, "2000": 101, "2010": 101, "2015": 101, "2020": 101, "ag": 101, "9805465340614319": 101, "761269782553427e": 101, "0005044879508204758": 101, "01569165475666523": 101, "002850610064342618": 101, "00037849770160391927": 101, "9434612113400362e": 101, "053497342392802e": 101, "9992554783821106": 101, "0006490182713605464": 101, "8857468805654207e": 101, "317252262353577e": 101, "314484721769986e": 101, "0750001138148946e": 101, "706833609205205e": 101, "00034479793976061046": 101, "9995512366294861": 101, "391363472677767e": 101, "4607510820496827e": 101, "0679690351244062e": 101, "661913514311891e": 101, "757471131393686e": 101, "0744897230761126e": 101, "76177470368566e": 101, "9996387958526611": 101, "160279296338558e": 101, "00013228354509919882": 101, "1361367038916796e": 101, "464057489414699e": 101, "2412899599876255e": 101, "703883653040975e": 101, "127358498517424e": 101, "9973921775817871": 101, "0022309015039354563": 101, "00018872201326303184": 101, "780902943617548e": 101, "422096920578042e": 101, "638929097680375e": 101, "152203023797483e": 101, "00028818511054851115": 101, "9996094107627869": 101, "58777353237383e": 101, "9200742826797068e": 101, "00017117452807724476": 101, "518441947875544e": 101, "885544381570071e": 101, "4389253010449465e": 101, "1696006772108376e": 101, "9996393918991089": 101, "contenti": 102, "safe_teen": 102, "non_teen": 102, "caformer_s36_v0": 102, "9998493194580078": 102, "0378791052498855e": 102, "00012023092131130397": 102, "9790042638778687": 102, "0017522255657240748": 102, "01924353837966919": 102, "9998124241828918": 102, "19778298237361e": 102, "0001456339523429051": 102, "0008521362324245274": 102, "9989691972732544": 102, "00017870066221803427": 102, "0992944781901315e": 102, "9994398951530457": 102, "0004991036257706583": 102, "2035720727872103e": 102, "9994019269943237": 102, "0005460577667690814": 102, "0478151529678144e": 102, "524079147609882e": 102, "999934196472168": 102, "786742884898558e": 102, "653994154883549e": 102, "9998156428337097": 102, "0001218809193233028": 102, "00013706681784242392": 102, "9997410178184509": 102, "jpeg_trunc": 103, "2216614_truncat": 103, "imagefil": 103, "load_truncated_imag": 103, "ascii": 104, "metric": 104, "list_det_model": 104, "list_rec_model": 104, "sd": 104, "tag": 104, "platform": [105, 106], "shutil": [105, 106], "cpuinfo": [105, 106], "psutil": [105, 106], "hbutil": [105, 106], "size_to_bytes_str": [105, 106], "python_implement": [105, 106], "python_vers": [105, 106], "brand": [105, 106], "get_cpu_info": [105, 106], "brand_raw": [105, 106], "cpu_count": [105, 106], "freq": [105, 106], "cpu_freq": [105, 106], "mhz": [105, 106], "virtual_memori": [105, 106], "precis": [105, 106], "ye": [105, 106], "nvidia": [105, 106], "smi": [105, 106], "1021": [105, 106], "azur": [105, 106], "x86_64": [105, 106], "glibc2": [105, 106], "cpython": [105, 106], "amd": [105, 106], "epyc": [105, 106], "7763": [105, 106], "3221": 105, "28275": 105, "615": [105, 106], "gib": [105, 106], "deploi": [105, 106], "action": [105, 106], "3240": 106, "0337500000005": 106, "imgutil": 107, "pypi": 107, "simpli": 107, "newest": 107, "git": 107, "script": 107, "__name__": 107, "__main__": 107, "narugo1992": 107, "still": 107, "out": 107, "io": 107, "html": 107, "faq": 108}, "objects": {"imgutils": [[1, 0, 0, "-", "ascii"], [2, 0, 0, "-", "config"], [8, 0, 0, "-", "data"], [17, 0, 0, "-", "detect"], [24, 0, 0, "-", "edge"], [30, 0, 0, "-", "generic"], [34, 0, 0, "-", "metadata"], [39, 0, 0, "-", "metrics"], [43, 0, 0, "-", "ocr"], [47, 0, 0, "-", "operate"], [51, 0, 0, "-", "pose"], [54, 0, 0, "-", "preprocess"], [59, 0, 0, "-", "resource"], [61, 0, 0, "-", "restore"], [64, 0, 0, "-", "sd"], [68, 0, 0, "-", "segment"], [75, 0, 0, "-", "tagging"], [82, 0, 0, "-", "upscale"], [85, 0, 0, "-", "utils"], [94, 0, 0, "-", "validate"]], "imgutils.ascii": [[0, 0, 0, "-", "drawing"]], "imgutils.ascii.drawing": [[0, 1, 1, "", "ascii_drawing"]], "imgutils.config": [[3, 0, 0, "-", "meta"]], "imgutils.config.meta": [[3, 2, 1, "", "__AUTHOR_EMAIL__"], [3, 2, 1, "", "__AUTHOR__"], [3, 2, 1, "", "__DESCRIPTION__"], [3, 2, 1, "", "__TITLE__"], [3, 2, 1, "", "__VERSION__"]], "imgutils.data": [[4, 0, 0, "-", "background"], [5, 0, 0, "-", "decode"], [6, 0, 0, "-", "encode"], [7, 0, 0, "-", "image"], [9, 0, 0, "-", "layer"]], "imgutils.data.background": [[4, 1, 1, "", "grid_background"], [4, 1, 1, "", "grid_transparent"]], "imgutils.data.decode": [[5, 1, 1, "", "rgb_decode"]], "imgutils.data.encode": [[6, 1, 1, "", "rgb_encode"]], "imgutils.data.image": [[7, 1, 1, "", "has_alpha_channel"], [7, 1, 1, "", "load_image"], [7, 1, 1, "", "load_images"]], "imgutils.data.layer": [[9, 1, 1, "", "istack"]], "imgutils.detect": [[10, 0, 0, "-", "booru_yolo"], [11, 0, 0, "-", "censor"], [12, 0, 0, "-", "eye"], [13, 0, 0, "-", "face"], [14, 0, 0, "-", "halfbody"], [15, 0, 0, "-", "hand"], [16, 0, 0, "-", "head"], [18, 0, 0, "-", "nudenet"], [19, 0, 0, "-", "person"], [20, 0, 0, "-", "similarity"], [21, 0, 0, "-", "text"], [22, 0, 0, "-", "visual"]], "imgutils.detect.booru_yolo": [[10, 1, 1, "", "detect_with_booru_yolo"]], "imgutils.detect.censor": [[11, 1, 1, "", "detect_censors"]], "imgutils.detect.eye": [[12, 1, 1, "", "detect_eyes"]], "imgutils.detect.face": [[13, 1, 1, "", "detect_faces"]], "imgutils.detect.halfbody": [[14, 1, 1, "", "detect_halfbody"]], "imgutils.detect.hand": [[15, 1, 1, "", "detect_hands"]], "imgutils.detect.head": [[16, 1, 1, "", "detect_heads"]], "imgutils.detect.nudenet": [[18, 1, 1, "", "detect_with_nudenet"]], "imgutils.detect.person": [[19, 1, 1, "", "detect_person"]], "imgutils.detect.similarity": [[20, 1, 1, "", "bboxes_similarity"], [20, 1, 1, "", "calculate_iou"], [20, 1, 1, "", "detection_similarity"]], "imgutils.detect.text": [[21, 1, 1, "", "detect_text"]], "imgutils.detect.visual": [[22, 1, 1, "", "detection_visualize"]], "imgutils.edge": [[23, 0, 0, "-", "canny"], [25, 0, 0, "-", "lineart"], [26, 0, 0, "-", "lineart_anime"]], "imgutils.edge.canny": [[23, 1, 1, "", "edge_image_with_canny"], [23, 1, 1, "", "get_edge_by_canny"]], "imgutils.edge.lineart": [[25, 1, 1, "", "edge_image_with_lineart"], [25, 1, 1, "", "get_edge_by_lineart"]], "imgutils.edge.lineart_anime": [[26, 1, 1, "", "edge_image_with_lineart_anime"], [26, 1, 1, "", "get_edge_by_lineart_anime"]], "imgutils.generic": [[27, 0, 0, "-", "classify"], [28, 0, 0, "-", "clip"], [29, 0, 0, "-", "enhance"], [31, 0, 0, "-", "siglip"], [32, 0, 0, "-", "yolo"]], "imgutils.generic.classify": [[27, 3, 1, "", "ClassifyModel"], [27, 1, 1, "", "classify_predict"], [27, 1, 1, "", "classify_predict_fmt"], [27, 1, 1, "", "classify_predict_score"]], "imgutils.generic.classify.ClassifyModel": [[27, 4, 1, "", "__init__"], [27, 4, 1, "", "clear"], [27, 4, 1, "", "launch_demo"], [27, 4, 1, "", "make_ui"], [27, 4, 1, "", "predict"], [27, 4, 1, "", "predict_fmt"], [27, 4, 1, "", "predict_score"]], "imgutils.generic.clip": [[28, 3, 1, "", "CLIPModel"], [28, 1, 1, "", "clip_image_encode"], [28, 1, 1, "", "clip_predict"], [28, 1, 1, "", "clip_text_encode"]], "imgutils.generic.clip.CLIPModel": [[28, 4, 1, "", "__init__"], [28, 4, 1, "", "clear"], [28, 4, 1, "", "image_encode"], [28, 4, 1, "", "launch_demo"], [28, 4, 1, "", "make_ui"], [28, 4, 1, "", "predict"], [28, 4, 1, "", "text_encode"]], "imgutils.generic.enhance": [[29, 3, 1, "", "ImageEnhancer"]], "imgutils.generic.enhance.ImageEnhancer": [[29, 4, 1, "", "__init__"], [29, 4, 1, "", "process"]], "imgutils.generic.siglip": [[31, 3, 1, "", "SigLIPModel"], [31, 1, 1, "", "siglip_image_encode"], [31, 1, 1, "", "siglip_predict"], [31, 1, 1, "", "siglip_text_encode"]], "imgutils.generic.siglip.SigLIPModel": [[31, 4, 1, "", "__init__"], [31, 4, 1, "", "clear"], [31, 4, 1, "", "image_encode"], [31, 4, 1, "", "launch_demo"], [31, 4, 1, "", "make_ui"], [31, 4, 1, "", "predict"], [31, 4, 1, "", "text_encode"]], "imgutils.generic.yolo": [[32, 3, 1, "", "YOLOModel"], [32, 1, 1, "", "yolo_predict"]], "imgutils.generic.yolo.YOLOModel": [[32, 4, 1, "", "__init__"], [32, 4, 1, "", "clear"], [32, 4, 1, "", "launch_demo"], [32, 4, 1, "", "make_ui"], [32, 4, 1, "", "predict"]], "imgutils.metadata": [[33, 0, 0, "-", "geninfo"], [35, 0, 0, "-", "lsb"]], "imgutils.metadata.geninfo": [[33, 1, 1, "", "read_geninfo_exif"], [33, 1, 1, "", "read_geninfo_gif"], [33, 1, 1, "", "read_geninfo_parameters"], [33, 1, 1, "", "write_geninfo_exif"], [33, 1, 1, "", "write_geninfo_gif"], [33, 1, 1, "", "write_geninfo_parameters"]], "imgutils.metadata.lsb": [[35, 3, 1, "", "ImageLsbDataExtractor"], [35, 3, 1, "", "LSBExtractor"], [35, 3, 1, "", "LSBReadError"], [35, 1, 1, "", "inject_data"], [35, 1, 1, "", "read_lsb_metadata"], [35, 1, 1, "", "read_lsb_raw_bytes"], [35, 1, 1, "", "serialize_json"], [35, 1, 1, "", "serialize_pnginfo"], [35, 1, 1, "", "write_lsb_metadata"], [35, 1, 1, "", "write_lsb_raw_bytes"]], "imgutils.metadata.lsb.ImageLsbDataExtractor": [[35, 4, 1, "", "__init__"], [35, 4, 1, "", "extract_data"]], "imgutils.metadata.lsb.LSBExtractor": [[35, 4, 1, "", "__init__"], [35, 4, 1, "", "get_next_n_bytes"], [35, 4, 1, "", "get_one_byte"], [35, 4, 1, "", "read_32bit_integer"]], "imgutils.metrics": [[36, 0, 0, "-", "aesthetic"], [37, 0, 0, "-", "ccip"], [38, 0, 0, "-", "dbaesthetic"], [40, 0, 0, "-", "laplacian"], [41, 0, 0, "-", "lpips"], [42, 0, 0, "-", "psnr_"]], "imgutils.metrics.aesthetic": [[36, 1, 1, "", "get_aesthetic_score"]], "imgutils.metrics.ccip": [[37, 1, 1, "", "ccip_batch_differences"], [37, 1, 1, "", "ccip_batch_extract_features"], [37, 1, 1, "", "ccip_batch_same"], [37, 1, 1, "", "ccip_clustering"], [37, 1, 1, "", "ccip_default_clustering_params"], [37, 1, 1, "", "ccip_default_threshold"], [37, 1, 1, "", "ccip_difference"], [37, 1, 1, "", "ccip_extract_feature"], [37, 1, 1, "", "ccip_merge"], [37, 1, 1, "", "ccip_same"]], "imgutils.metrics.dbaesthetic": [[38, 1, 1, "", "anime_dbaesthetic"]], "imgutils.metrics.laplacian": [[40, 1, 1, "", "laplacian_score"]], "imgutils.metrics.lpips": [[41, 1, 1, "", "lpips_clustering"], [41, 1, 1, "", "lpips_difference"], [41, 1, 1, "", "lpips_extract_feature"]], "imgutils.metrics.psnr_": [[42, 1, 1, "", "psnr"]], "imgutils.ocr": [[43, 1, 1, "", "detect_text_with_ocr"], [43, 1, 1, "", "list_det_models"], [43, 1, 1, "", "list_rec_models"], [43, 1, 1, "", "ocr"]], "imgutils.operate": [[44, 0, 0, "-", "align"], [45, 0, 0, "-", "censor_"], [46, 0, 0, "-", "imgcensor"], [48, 0, 0, "-", "squeeze"]], "imgutils.operate.align": [[44, 1, 1, "", "align_maxsize"]], "imgutils.operate.censor_": [[45, 3, 1, "", "BaseCensor"], [45, 3, 1, "", "BlurCensor"], [45, 3, 1, "", "ColorCensor"], [45, 3, 1, "", "PixelateCensor"], [45, 1, 1, "", "censor_areas"], [45, 1, 1, "", "censor_nsfw"], [45, 1, 1, "", "register_censor_method"]], "imgutils.operate.censor_.BaseCensor": [[45, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.BlurCensor": [[45, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.ColorCensor": [[45, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.PixelateCensor": [[45, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor": [[46, 3, 1, "", "EmojiBasedCensor"], [46, 3, 1, "", "ImageBasedCensor"], [46, 3, 1, "", "SingleImage"]], "imgutils.operate.imgcensor.EmojiBasedCensor": [[46, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor.ImageBasedCensor": [[46, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor.SingleImage": [[46, 4, 1, "", "__init__"], [46, 4, 1, "", "find_for_area"], [46, 5, 1, "", "height"], [46, 5, 1, "", "width"]], "imgutils.operate.squeeze": [[48, 1, 1, "", "squeeze"], [48, 1, 1, "", "squeeze_with_transparency"]], "imgutils.pose": [[49, 0, 0, "-", "dwpose"], [50, 0, 0, "-", "format"], [52, 0, 0, "-", "visual"]], "imgutils.pose.dwpose": [[49, 1, 1, "", "dwpose_estimate"]], "imgutils.pose.format": [[50, 3, 1, "", "OP18KeyPointSet"], [50, 2, 1, "", "OP18_BODY_MAX"], [50, 2, 1, "", "OP18_BODY_MIN"], [50, 2, 1, "", "OP18_FACE_MAX"], [50, 2, 1, "", "OP18_FACE_MIN"], [50, 2, 1, "", "OP18_LEFT_FOOT_MAX"], [50, 2, 1, "", "OP18_LEFT_FOOT_MIN"], [50, 2, 1, "", "OP18_LEFT_HAND_MAX"], [50, 2, 1, "", "OP18_LEFT_HAND_MIN"], [50, 2, 1, "", "OP18_RIGHT_FOOT_MAX"], [50, 2, 1, "", "OP18_RIGHT_FOOT_MIN"], [50, 2, 1, "", "OP18_RIGHT_HAND_MAX"], [50, 2, 1, "", "OP18_RIGHT_HAND_MIN"], [50, 6, 1, "", "OpenPose18"]], "imgutils.pose.format.OP18KeyPointSet": [[50, 4, 1, "", "__init__"], [50, 4, 1, "", "__mul__"], [50, 4, 1, "", "__truediv__"], [50, 5, 1, "", "body"], [50, 5, 1, "", "face"], [50, 5, 1, "", "left_foot"], [50, 5, 1, "", "left_hand"], [50, 5, 1, "", "right_foot"], [50, 5, 1, "", "right_hand"]], "imgutils.pose.format.OpenPose18": [[50, 7, 1, "", "LEFT_ANKLE"], [50, 7, 1, "", "LEFT_BIG_TOE"], [50, 7, 1, "", "LEFT_EAR"], [50, 7, 1, "", "LEFT_ELBOW"], [50, 7, 1, "", "LEFT_EYE"], [50, 7, 1, "", "LEFT_HEEL"], [50, 7, 1, "", "LEFT_HIP"], [50, 7, 1, "", "LEFT_KNEE"], [50, 7, 1, "", "LEFT_SHOULDER"], [50, 7, 1, "", "LEFT_SMALL_TOE"], [50, 7, 1, "", "LEFT_WRIST"], [50, 7, 1, "", "NECK"], [50, 7, 1, "", "NOSE"], [50, 7, 1, "", "RIGHT_ANKLE"], [50, 7, 1, "", "RIGHT_BIG_TOE"], [50, 7, 1, "", "RIGHT_EAR"], [50, 7, 1, "", "RIGHT_ELBOW"], [50, 7, 1, "", "RIGHT_EYE"], [50, 7, 1, "", "RIGHT_HEEL"], [50, 7, 1, "", "RIGHT_HIP"], [50, 7, 1, "", "RIGHT_KNEE"], [50, 7, 1, "", "RIGHT_SHOULDER"], [50, 7, 1, "", "RIGHT_SMALL_TOE"], [50, 7, 1, "", "RIGHT_WRIST"]], "imgutils.pose.visual": [[52, 1, 1, "", "op18_visualize"]], "imgutils.preprocess": [[53, 0, 0, "-", "base"], [55, 0, 0, "-", "pillow"], [56, 0, 0, "-", "torchvision"], [57, 0, 0, "-", "transformers"]], "imgutils.preprocess.base": [[53, 3, 1, "", "NotParseTarget"]], "imgutils.preprocess.pillow": [[55, 1, 1, "", "create_pillow_transforms"], [55, 1, 1, "", "parse_pillow_transforms"], [55, 1, 1, "", "register_pillow_parse"], [55, 1, 1, "", "register_pillow_transform"]], "imgutils.preprocess.torchvision": [[56, 1, 1, "", "create_torchvision_transforms"], [56, 1, 1, "", "parse_torchvision_transforms"], [56, 1, 1, "", "register_torchvision_parse"], [56, 1, 1, "", "register_torchvision_transform"]], "imgutils.preprocess.transformers": [[57, 3, 1, "", "NotProcessorTypeError"], [57, 1, 1, "", "convert_to_size_dict"], [57, 1, 1, "", "create_bit_transforms"], [57, 1, 1, "", "create_blip_transforms"], [57, 1, 1, "", "create_clip_transforms"], [57, 1, 1, "", "create_convnext_transforms"], [57, 1, 1, "", "create_mobilenetv2_transforms"], [57, 1, 1, "", "create_siglip_transforms"], [57, 1, 1, "", "create_transforms_from_bit_processor"], [57, 1, 1, "", "create_transforms_from_blip_processor"], [57, 1, 1, "", "create_transforms_from_clip_processor"], [57, 1, 1, "", "create_transforms_from_convnext_processor"], [57, 1, 1, "", "create_transforms_from_mobilenetv2_processor"], [57, 1, 1, "", "create_transforms_from_siglip_processor"], [57, 1, 1, "", "create_transforms_from_transformers"], [57, 1, 1, "", "create_transforms_from_vit_processor"], [57, 1, 1, "", "create_vit_transforms"], [57, 1, 1, "", "get_size_dict"], [57, 1, 1, "", "is_valid_size_dict"], [57, 1, 1, "", "register_creators_for_transformers"]], "imgutils.resource": [[58, 0, 0, "-", "background"]], "imgutils.resource.background": [[58, 3, 1, "", "BackgroundImageSet"], [58, 1, 1, "", "get_bg_image"], [58, 1, 1, "", "get_bg_image_file"], [58, 1, 1, "", "list_bg_image_files"], [58, 1, 1, "", "random_bg_image"], [58, 1, 1, "", "random_bg_image_file"]], "imgutils.resource.background.BackgroundImageSet": [[58, 4, 1, "", "__init__"], [58, 4, 1, "", "get_image"], [58, 4, 1, "", "get_image_file"], [58, 4, 1, "", "list_image_files"], [58, 4, 1, "", "random_image"], [58, 4, 1, "", "random_image_file"]], "imgutils.restore": [[60, 0, 0, "-", "adversarial"], [62, 0, 0, "-", "nafnet"], [63, 0, 0, "-", "scunet"]], "imgutils.restore.adversarial": [[60, 1, 1, "", "remove_adversarial_noise"]], "imgutils.restore.nafnet": [[62, 1, 1, "", "restore_with_nafnet"]], "imgutils.restore.scunet": [[63, 1, 1, "", "restore_with_scunet"]], "imgutils.sd": [[65, 0, 0, "-", "metadata"], [66, 0, 0, "-", "model"], [67, 0, 0, "-", "nai"]], "imgutils.sd.metadata": [[65, 3, 1, "", "SDMetaData"], [65, 1, 1, "", "get_sdmeta_from_image"], [65, 1, 1, "", "parse_sdmeta_from_text"], [65, 1, 1, "", "save_image_with_sdmeta"]], "imgutils.sd.metadata.SDMetaData": [[65, 4, 1, "", "__str__"], [65, 5, 1, "", "pnginfo"], [65, 5, 1, "", "text"]], "imgutils.sd.model": [[66, 1, 1, "", "read_metadata"], [66, 1, 1, "", "save_with_metadata"]], "imgutils.sd.nai": [[67, 3, 1, "", "NAIMetaData"], [67, 3, 1, "", "NAIMetadata"], [67, 1, 1, "", "add_naimeta_to_image"], [67, 1, 1, "", "get_naimeta_from_image"], [67, 1, 1, "", "save_image_with_naimeta"]], "imgutils.sd.nai.NAIMetaData": [[67, 4, 1, "", "__init__"], [67, 5, 1, "", "pnginfo"]], "imgutils.segment": [[69, 0, 0, "-", "isnetis"]], "imgutils.segment.isnetis": [[69, 1, 1, "", "get_isnetis_mask"], [69, 1, 1, "", "segment_rgba_with_isnetis"], [69, 1, 1, "", "segment_with_isnetis"]], "imgutils.tagging": [[70, 0, 0, "-", "blacklist"], [71, 0, 0, "-", "character"], [72, 0, 0, "-", "deepdanbooru"], [73, 0, 0, "-", "deepgelbooru"], [74, 0, 0, "-", "format"], [76, 0, 0, "-", "match"], [77, 0, 0, "-", "mldanbooru"], [78, 0, 0, "-", "order"], [79, 0, 0, "-", "overlap"], [80, 0, 0, "-", "wd14"]], "imgutils.tagging.blacklist": [[70, 1, 1, "", "drop_blacklisted_tags"], [70, 1, 1, "", "is_blacklisted"]], "imgutils.tagging.character": [[71, 2, 1, "", "CHAR_PREFIXES"], [71, 2, 1, "", "CHAR_SUFFIXES"], [71, 2, 1, "", "CHAR_WHITELIST_PREFIX"], [71, 2, 1, "", "CHAR_WHITELIST_SUFFIX"], [71, 2, 1, "", "CHAR_WHITELIST_WORD"], [71, 3, 1, "", "CharacterTagPool"], [71, 1, 1, "", "drop_basic_character_tags"], [71, 1, 1, "", "is_basic_character_tag"]], "imgutils.tagging.character.CharacterTagPool": [[71, 4, 1, "", "__init__"], [71, 4, 1, "", "drop_basic_character_tags"], [71, 4, 1, "", "is_basic_character_tag"]], "imgutils.tagging.deepdanbooru": [[72, 1, 1, "", "get_deepdanbooru_tags"]], "imgutils.tagging.deepgelbooru": [[73, 1, 1, "", "get_deepgelbooru_tags"]], "imgutils.tagging.format": [[74, 1, 1, "", "add_underline"], [74, 1, 1, "", "remove_underline"], [74, 1, 1, "", "tags_to_text"]], "imgutils.tagging.match": [[76, 1, 1, "", "tag_match_full"], [76, 1, 1, "", "tag_match_prefix"], [76, 1, 1, "", "tag_match_suffix"]], "imgutils.tagging.mldanbooru": [[77, 1, 1, "", "get_mldanbooru_tags"]], "imgutils.tagging.order": [[78, 1, 1, "", "sort_tags"]], "imgutils.tagging.overlap": [[79, 1, 1, "", "drop_overlap_tags"]], "imgutils.tagging.wd14": [[80, 1, 1, "", "convert_wd14_emb_to_prediction"], [80, 1, 1, "", "denormalize_wd14_emb"], [80, 1, 1, "", "get_wd14_tags"]], "imgutils.upscale": [[81, 0, 0, "-", "cdc"]], "imgutils.upscale.cdc": [[81, 1, 1, "", "upscale_with_cdc"]], "imgutils.utils": [[83, 0, 0, "-", "cache"], [84, 0, 0, "-", "func"], [86, 0, 0, "-", "onnxruntime"]], "imgutils.utils.cache": [[83, 1, 1, "", "ts_lru_cache"]], "imgutils.utils.func": [[84, 1, 1, "", "sigmoid"]], "imgutils.utils.onnxruntime": [[86, 1, 1, "", "get_onnx_provider"], [86, 1, 1, "", "open_onnx_model"]], "imgutils.validate": [[87, 0, 0, "-", "aicheck"], [88, 0, 0, "-", "bangumi_char"], [89, 0, 0, "-", "classify"], [90, 0, 0, "-", "color"], [91, 0, 0, "-", "completeness"], [92, 0, 0, "-", "dbrating"], [93, 0, 0, "-", "furry"], [95, 0, 0, "-", "monochrome"], [96, 0, 0, "-", "nsfw"], [97, 0, 0, "-", "portrait"], [98, 0, 0, "-", "rating"], [99, 0, 0, "-", "real"], [100, 0, 0, "-", "safe"], [101, 0, 0, "-", "style_age"], [102, 0, 0, "-", "teen"], [103, 0, 0, "-", "truncate"]], "imgutils.validate.aicheck": [[87, 1, 1, "", "get_ai_created_score"], [87, 1, 1, "", "is_ai_created"]], "imgutils.validate.bangumi_char": [[88, 1, 1, "", "anime_bangumi_char"], [88, 1, 1, "", "anime_bangumi_char_score"]], "imgutils.validate.classify": [[89, 1, 1, "", "anime_classify"], [89, 1, 1, "", "anime_classify_score"]], "imgutils.validate.color": [[90, 1, 1, "", "is_greyscale"]], "imgutils.validate.completeness": [[91, 1, 1, "", "anime_completeness"], [91, 1, 1, "", "anime_completeness_score"]], "imgutils.validate.dbrating": [[92, 1, 1, "", "anime_dbrating"], [92, 1, 1, "", "anime_dbrating_score"]], "imgutils.validate.furry": [[93, 1, 1, "", "anime_furry"], [93, 1, 1, "", "anime_furry_score"]], "imgutils.validate.monochrome": [[95, 1, 1, "", "get_monochrome_score"], [95, 1, 1, "", "is_monochrome"]], "imgutils.validate.nsfw": [[96, 1, 1, "", "nsfw_pred"], [96, 1, 1, "", "nsfw_pred_score"]], "imgutils.validate.portrait": [[97, 1, 1, "", "anime_portrait"], [97, 1, 1, "", "anime_portrait_score"]], "imgutils.validate.rating": [[98, 1, 1, "", "anime_rating"], [98, 1, 1, "", "anime_rating_score"]], "imgutils.validate.real": [[99, 1, 1, "", "anime_real"], [99, 1, 1, "", "anime_real_score"]], "imgutils.validate.safe": [[100, 1, 1, "", "safe_check"], [100, 1, 1, "", "safe_check_score"]], "imgutils.validate.style_age": [[101, 1, 1, "", "anime_style_age"], [101, 1, 1, "", "anime_style_age_score"]], "imgutils.validate.teen": [[102, 1, 1, "", "anime_teen"], [102, 1, 1, "", "anime_teen_score"]], "imgutils.validate.truncate": [[103, 1, 1, "", "is_truncated_file"]]}, "objtypes": {"0": "py:module", "1": "py:function", "2": "py:data", "3": "py:class", "4": "py:method", "5": "py:property", "6": "py:enum", "7": "py:attribute"}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "function", "Python function"], "2": ["py", "data", "Python data"], "3": ["py", "class", "Python class"], "4": ["py", "method", "Python method"], "5": ["py", "property", "Python property"], "6": ["py", "enum", "Python enum"], "7": ["py", "attribute", "Python attribute"]}, "titleterms": {"imgutil": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104], "ascii": [0, 1], "draw": 0, "ascii_draw": 0, "config": [2, 3], "meta": 3, "__title__": 3, "__version__": 3, "__description__": 3, "__author__": 3, "__author_email__": 3, "data": [4, 5, 6, 7, 8, 9], "background": [4, 58], "grid_background": 4, "grid_transpar": 4, "decod": 5, "rgb_decod": 5, "encod": 6, "rgb_encod": 6, "imag": 7, "load_imag": 7, "has_alpha_channel": 7, "layer": 9, "istack": 9, "detect": [10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22], "booru_yolo": 10, "model": [10, 66], "label": 10, "descript": 10, "avail": 10, "pp": 10, "seri": 10, "AS": 10, "aa": 10, "detect_with_booru_yolo": 10, "censor": 11, "detect_censor": 11, "ey": 12, "detect_ey": 12, "face": 13, "detect_fac": 13, "halfbodi": 14, "detect_halfbodi": 14, "hand": 15, "detect_hand": 15, "head": 16, "detect_head": 16, "nudenet": 18, "detect_with_nudenet": 18, "person": 19, "detect_person": 19, "similar": 20, "calculate_i": 20, "bboxes_similar": 20, "detection_similar": 20, "text": 21, "detect_text": 21, "visual": [22, 52], "detection_visu": 22, "edg": [23, 24, 25, 26], "canni": 23, "get_edge_by_canni": 23, "edge_image_with_canni": 23, "lineart": 25, "get_edge_by_lineart": 25, "edge_image_with_lineart": 25, "lineart_anim": 26, "get_edge_by_lineart_anim": 26, "edge_image_with_lineart_anim": 26, "gener": [27, 28, 29, 30, 31, 32], "classifi": [27, 89], "classifymodel": 27, "classify_predict_scor": 27, "classify_predict": 27, "classify_predict_fmt": 27, "clip": 28, "clipmodel": 28, "clip_image_encod": 28, "clip_text_encod": 28, "clip_predict": 28, "enhanc": 29, "imageenhanc": 29, "siglip": 31, "siglipmodel": 31, "siglip_image_encod": 31, "siglip_text_encod": 31, "siglip_predict": 31, "yolo": 32, "yolomodel": 32, "yolo_predict": 32, "metadata": [33, 34, 35, 65], "geninfo": 33, "read_geninfo_paramet": 33, "read_geninfo_exif": 33, "read_geninfo_gif": 33, "write_geninfo_paramet": 33, "write_geninfo_exif": 33, "write_geninfo_gif": 33, "lsb": 35, "read_lsb_raw_byt": 35, "read_lsb_metadata": 35, "write_lsb_raw_byt": 35, "write_lsb_metadata": 35, "lsbreaderror": 35, "lsbextractor": 35, "imagelsbdataextractor": 35, "serialize_pnginfo": 35, "serialize_json": 35, "inject_data": 35, "metric": [36, 37, 38, 39, 40, 41, 42], "aesthet": 36, "get_aesthetic_scor": 36, "ccip": 37, "ccip_extract_featur": 37, "ccip_batch_extract_featur": 37, "ccip_default_threshold": 37, "ccip_differ": 37, "ccip_sam": 37, "ccip_batch_differ": 37, "ccip_batch_sam": 37, "ccip_default_clustering_param": 37, "ccip_clust": 37, "ccip_merg": 37, "dbaesthet": 38, "anime_dbaesthet": 38, "laplacian": 40, "laplacian_scor": 40, "lpip": 41, "lpips_extract_featur": 41, "lpips_differ": 41, "lpips_clust": 41, "psnr_": 42, "psnr": 42, "ocr": 43, "detect_text_with_ocr": 43, "list_det_model": 43, "list_rec_model": 43, "oper": [44, 45, 46, 47, 48], "align": 44, "align_maxs": 44, "censor_": 45, "censor_area": 45, "censor_nsfw": 45, "basecensor": 45, "colorcensor": 45, "blurcensor": 45, "pixelatecensor": 45, "register_censor_method": 45, "imgcensor": 46, "imagebasedcensor": 46, "emojibasedcensor": 46, "singleimag": 46, "squeez": 48, "squeeze_with_transpar": 48, "pose": [49, 50, 51, 52], "dwpose": 49, "dwpose_estim": 49, "format": [50, 74], "op18keypointset": 50, "openpose18": 50, "op18_body_max": 50, "op18_body_min": 50, "op18_face_max": 50, "op18_face_min": 50, "op18_left_foot_max": 50, "op18_left_foot_min": 50, "op18_left_hand_max": 50, "op18_left_hand_min": 50, "op18_right_foot_max": 50, "op18_right_foot_min": 50, "op18_right_hand_max": 50, "op18_right_hand_min": 50, "op18_visu": 52, "preprocess": [53, 54, 55, 56, 57], "base": 53, "notparsetarget": 53, "pillow": 55, "register_pillow_transform": 55, "register_pillow_pars": 55, "create_pillow_transform": 55, "parse_pillow_transform": 55, "torchvis": 56, "register_torchvision_transform": 56, "register_torchvision_pars": 56, "create_torchvision_transform": 56, "parse_torchvision_transform": 56, "transform": 57, "register_creators_for_transform": 57, "notprocessortypeerror": 57, "create_transforms_from_transform": 57, "is_valid_size_dict": 57, "convert_to_size_dict": 57, "get_size_dict": 57, "create_clip_transform": 57, "create_transforms_from_clip_processor": 57, "create_convnext_transform": 57, "create_transforms_from_convnext_processor": 57, "create_vit_transform": 57, "create_transforms_from_vit_processor": 57, "create_siglip_transform": 57, "create_transforms_from_siglip_processor": 57, "create_bit_transform": 57, "create_transforms_from_bit_processor": 57, "create_blip_transform": 57, "create_transforms_from_blip_processor": 57, "create_mobilenetv2_transform": 57, "create_transforms_from_mobilenetv2_processor": 57, "resourc": [58, 59], "backgroundimageset": 58, "list_bg_image_fil": 58, "get_bg_image_fil": 58, "get_bg_imag": 58, "random_bg_image_fil": 58, "random_bg_imag": 58, "restor": [60, 61, 62, 63], "adversari": 60, "remove_adversarial_nois": 60, "nafnet": 62, "restore_with_nafnet": 62, "scunet": 63, "restore_with_scunet": 63, "sd": [64, 65, 66, 67], "sdmetadata": 65, "parse_sdmeta_from_text": 65, "get_sdmeta_from_imag": 65, "save_image_with_sdmeta": 65, "read_metadata": 66, "save_with_metadata": 66, "nai": 67, "naimetadata": 67, "get_naimeta_from_imag": 67, "add_naimeta_to_imag": 67, "save_image_with_naimeta": 67, "segment": [68, 69], "isneti": 69, "get_isnetis_mask": 69, "segment_with_isneti": 69, "segment_rgba_with_isneti": 69, "tag": [70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80], "blacklist": 70, "is_blacklist": 70, "drop_blacklisted_tag": 70, "charact": 71, "char_whitelist_suffix": 71, "char_whitelist_prefix": 71, "char_whitelist_word": 71, "char_suffix": 71, "char_prefix": 71, "charactertagpool": 71, "is_basic_character_tag": 71, "drop_basic_character_tag": 71, "deepdanbooru": 72, "get_deepdanbooru_tag": 72, "deepgelbooru": 73, "get_deepgelbooru_tag": 73, "add_underlin": 74, "remove_underlin": 74, "tags_to_text": 74, "match": 76, "tag_match_suffix": 76, "tag_match_prefix": 76, "tag_match_ful": 76, "mldanbooru": 77, "get_mldanbooru_tag": 77, "order": 78, "sort_tag": 78, "overlap": 79, "drop_overlap_tag": 79, "wd14": 80, "get_wd14_tag": 80, "convert_wd14_emb_to_predict": 80, "denormalize_wd14_emb": 80, "upscal": [81, 82], "cdc": 81, "upscale_with_cdc": 81, "util": [83, 84, 85, 86], "cach": 83, "ts_lru_cach": 83, "func": 84, "sigmoid": 84, "onnxruntim": 86, "get_onnx_provid": 86, "open_onnx_model": 86, "valid": [87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103], "aicheck": 87, "get_ai_created_scor": 87, "is_ai_cr": 87, "bangumi_char": 88, "anime_bangumi_char_scor": 88, "anime_bangumi_char": 88, "anime_classify_scor": 89, "anime_classifi": 89, "color": 90, "is_greyscal": 90, "complet": 91, "anime_completeness_scor": 91, "anime_complet": 91, "dbrate": 92, "anime_dbrating_scor": 92, "anime_dbr": 92, "furri": 93, "anime_furry_scor": 93, "anime_furri": 93, "monochrom": 95, "get_monochrome_scor": 95, "is_monochrom": 95, "nsfw": 96, "nsfw_pred_scor": 96, "nsfw_pred": 96, "portrait": 97, "anime_portrait_scor": 97, "anime_portrait": 97, "rate": 98, "anime_rating_scor": 98, "anime_r": [98, 99], "real": 99, "anime_real_scor": 99, "safe": 100, "safe_check_scor": 100, "safe_check": 100, "style_ag": 101, "anime_style_age_scor": 101, "anime_style_ag": 101, "teen": 102, "anime_teen_scor": 102, "anime_teen": 102, "truncat": 103, "is_truncated_fil": 103, "welcom": 104, "": 104, "document": 104, "overview": 104, "tutori": 104, "inform": [104, 105, 106], "api": 104, "run": [105, 106], "environ": [105, 106], "instal": 107, "quick": 108, "start": 108}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.viewcode": 1, "sphinx.ext.todo": 2, "nbsphinx": 4, "sphinx": 58}, "alltitles": {"imgutils.ascii.drawing": [[0, "module-imgutils.ascii.drawing"]], "ascii_drawing": [[0, "ascii-drawing"]], "imgutils.ascii": [[1, "module-imgutils.ascii"]], "imgutils.config": [[2, "module-imgutils.config"]], "imgutils.config.meta": [[3, "module-imgutils.config.meta"]], "__TITLE__": [[3, "title"]], "__VERSION__": [[3, "version"]], "__DESCRIPTION__": [[3, "description"]], "__AUTHOR__": [[3, "author"]], "__AUTHOR_EMAIL__": [[3, "author-email"]], "imgutils.data.background": [[4, "module-imgutils.data.background"]], "grid_background": [[4, "grid-background"]], "grid_transparent": [[4, "grid-transparent"]], "imgutils.data.decode": [[5, "module-imgutils.data.decode"]], "rgb_decode": [[5, "rgb-decode"]], "imgutils.data.encode": [[6, "module-imgutils.data.encode"]], "rgb_encode": [[6, "rgb-encode"]], "imgutils.data.image": [[7, "module-imgutils.data.image"]], "load_image": [[7, "load-image"]], "load_images": [[7, "load-images"]], "has_alpha_channel": [[7, "has-alpha-channel"]], "imgutils.data": [[8, "module-imgutils.data"]], "imgutils.data.layer": [[9, "module-imgutils.data.layer"]], "istack": [[9, "istack"]], "imgutils.detect.booru_yolo": [[10, "module-imgutils.detect.booru_yolo"]], "Model Labels and Descriptions": [[10, "id1"]], "Available Models (PP Series)": [[10, "id2"]], "Available Models (AS Series)": [[10, "id3"]], "Available Models (AA Series)": [[10, "id4"]], "detect_with_booru_yolo": [[10, "detect-with-booru-yolo"]], "imgutils.detect.censor": [[11, "module-imgutils.detect.censor"]], "detect_censors": [[11, "detect-censors"]], "imgutils.detect.eye": [[12, "module-imgutils.detect.eye"]], "detect_eyes": [[12, "detect-eyes"]], "imgutils.detect.face": [[13, "module-imgutils.detect.face"]], "detect_faces": [[13, "detect-faces"]], "imgutils.detect.halfbody": [[14, "module-imgutils.detect.halfbody"]], "detect_halfbody": [[14, "detect-halfbody"]], "imgutils.detect.hand": [[15, "module-imgutils.detect.hand"]], "detect_hands": [[15, "detect-hands"]], "imgutils.detect.head": [[16, "module-imgutils.detect.head"]], "detect_heads": [[16, "detect-heads"]], "imgutils.detect": [[17, "module-imgutils.detect"]], "imgutils.detect.nudenet": [[18, "module-imgutils.detect.nudenet"]], "detect_with_nudenet": [[18, "detect-with-nudenet"]], "imgutils.detect.person": [[19, "module-imgutils.detect.person"]], "detect_person": [[19, "detect-person"]], "imgutils.detect.similarity": [[20, "module-imgutils.detect.similarity"]], "calculate_iou": [[20, "calculate-iou"]], "bboxes_similarity": [[20, "bboxes-similarity"]], "detection_similarity": [[20, "detection-similarity"]], "imgutils.detect.text": [[21, "module-imgutils.detect.text"]], "detect_text": [[21, "detect-text"]], "imgutils.detect.visual": [[22, "module-imgutils.detect.visual"]], "detection_visualize": [[22, "detection-visualize"]], "imgutils.edge.canny": [[23, "module-imgutils.edge.canny"]], "get_edge_by_canny": [[23, "get-edge-by-canny"]], "edge_image_with_canny": [[23, "edge-image-with-canny"]], "imgutils.edge": [[24, "module-imgutils.edge"]], "imgutils.edge.lineart": [[25, "module-imgutils.edge.lineart"]], "get_edge_by_lineart": [[25, "get-edge-by-lineart"]], "edge_image_with_lineart": [[25, "edge-image-with-lineart"]], "imgutils.edge.lineart_anime": [[26, "module-imgutils.edge.lineart_anime"]], "get_edge_by_lineart_anime": [[26, "get-edge-by-lineart-anime"]], "edge_image_with_lineart_anime": [[26, "edge-image-with-lineart-anime"]], "imgutils.generic.classify": [[27, "module-imgutils.generic.classify"]], "ClassifyModel": [[27, "classifymodel"]], "classify_predict_score": [[27, "classify-predict-score"]], "classify_predict": [[27, "classify-predict"]], "classify_predict_fmt": [[27, "classify-predict-fmt"]], "imgutils.generic.clip": [[28, "module-imgutils.generic.clip"]], "CLIPModel": [[28, "clipmodel"]], "clip_image_encode": [[28, "clip-image-encode"]], "clip_text_encode": [[28, "clip-text-encode"]], "clip_predict": [[28, "clip-predict"]], "imgutils.generic.enhance": [[29, "module-imgutils.generic.enhance"]], "ImageEnhancer": [[29, "imageenhancer"]], "imgutils.generic": [[30, "module-imgutils.generic"]], "imgutils.generic.siglip": [[31, "module-imgutils.generic.siglip"]], "SigLIPModel": [[31, "siglipmodel"]], "siglip_image_encode": [[31, "siglip-image-encode"]], "siglip_text_encode": [[31, "siglip-text-encode"]], "siglip_predict": [[31, "siglip-predict"]], "imgutils.generic.yolo": [[32, "module-imgutils.generic.yolo"]], "YOLOModel": [[32, "yolomodel"]], "yolo_predict": [[32, "yolo-predict"]], "imgutils.metadata.geninfo": [[33, "module-imgutils.metadata.geninfo"]], "read_geninfo_parameters": [[33, "read-geninfo-parameters"]], "read_geninfo_exif": [[33, "read-geninfo-exif"]], "read_geninfo_gif": [[33, "read-geninfo-gif"]], "write_geninfo_parameters": [[33, "write-geninfo-parameters"]], "write_geninfo_exif": [[33, "write-geninfo-exif"]], "write_geninfo_gif": [[33, "write-geninfo-gif"]], "imgutils.metadata": [[34, "module-imgutils.metadata"]], "imgutils.metadata.lsb": [[35, "module-imgutils.metadata.lsb"]], "read_lsb_raw_bytes": [[35, "read-lsb-raw-bytes"]], "read_lsb_metadata": [[35, "read-lsb-metadata"]], "write_lsb_raw_bytes": [[35, "write-lsb-raw-bytes"]], "write_lsb_metadata": [[35, "write-lsb-metadata"]], "LSBReadError": [[35, "lsbreaderror"]], "LSBExtractor": [[35, "lsbextractor"]], "ImageLsbDataExtractor": [[35, "imagelsbdataextractor"]], "serialize_pnginfo": [[35, "serialize-pnginfo"]], "serialize_json": [[35, "serialize-json"]], "inject_data": [[35, "inject-data"]], "imgutils.metrics.aesthetic": [[36, "module-imgutils.metrics.aesthetic"]], "get_aesthetic_score": [[36, "get-aesthetic-score"]], "imgutils.metrics.ccip": [[37, "module-imgutils.metrics.ccip"]], "ccip_extract_feature": [[37, "ccip-extract-feature"]], "ccip_batch_extract_features": [[37, "ccip-batch-extract-features"]], "ccip_default_threshold": [[37, "ccip-default-threshold"]], "ccip_difference": [[37, "ccip-difference"]], "ccip_same": [[37, "ccip-same"]], "ccip_batch_differences": [[37, "ccip-batch-differences"]], "ccip_batch_same": [[37, "ccip-batch-same"]], "ccip_default_clustering_params": [[37, "ccip-default-clustering-params"]], "ccip_clustering": [[37, "ccip-clustering"]], "ccip_merge": [[37, "ccip-merge"]], "imgutils.metrics.dbaesthetic": [[38, "module-imgutils.metrics.dbaesthetic"]], "anime_dbaesthetic": [[38, "anime-dbaesthetic"]], "imgutils.metrics": [[39, "module-imgutils.metrics"]], "imgutils.metrics.laplacian": [[40, "module-imgutils.metrics.laplacian"]], "laplacian_score": [[40, "laplacian-score"]], "imgutils.metrics.lpips": [[41, "module-imgutils.metrics.lpips"]], "lpips_extract_feature": [[41, "lpips-extract-feature"]], "lpips_difference": [[41, "lpips-difference"]], "lpips_clustering": [[41, "lpips-clustering"]], "imgutils.metrics.psnr_": [[42, "module-imgutils.metrics.psnr_"]], "psnr": [[42, "id1"]], "imgutils.ocr": [[43, "module-imgutils.ocr"]], "detect_text_with_ocr": [[43, "detect-text-with-ocr"]], "ocr": [[43, "ocr"]], "list_det_models": [[43, "list-det-models"]], "list_rec_models": [[43, "list-rec-models"]], "imgutils.operate.align": [[44, "module-imgutils.operate.align"]], "align_maxsize": [[44, "align-maxsize"]], "imgutils.operate.censor_": [[45, "module-imgutils.operate.censor_"]], "censor_areas": [[45, "censor-areas"]], "censor_nsfw": [[45, "censor-nsfw"]], "BaseCensor": [[45, "basecensor"]], "ColorCensor": [[45, "colorcensor"]], "BlurCensor": [[45, "blurcensor"]], "PixelateCensor": [[45, "pixelatecensor"]], "register_censor_method": [[45, "register-censor-method"]], "imgutils.operate.imgcensor": [[46, "module-imgutils.operate.imgcensor"]], "ImageBasedCensor": [[46, "imagebasedcensor"]], "EmojiBasedCensor": [[46, "emojibasedcensor"]], "SingleImage": [[46, "singleimage"]], "imgutils.operate": [[47, "module-imgutils.operate"]], "imgutils.operate.squeeze": [[48, "module-imgutils.operate.squeeze"]], "squeeze": [[48, "squeeze"]], "squeeze_with_transparency": [[48, "squeeze-with-transparency"]], "imgutils.pose.dwpose": [[49, "module-imgutils.pose.dwpose"]], "dwpose_estimate": [[49, "dwpose-estimate"]], "imgutils.pose.format": [[50, "module-imgutils.pose.format"]], "OP18KeyPointSet": [[50, "op18keypointset"]], "OpenPose18": [[50, "openpose18"]], "OP18_BODY_MAX": [[50, "op18-body-max"]], "OP18_BODY_MIN": [[50, "op18-body-min"]], "OP18_FACE_MAX": [[50, "op18-face-max"]], "OP18_FACE_MIN": [[50, "op18-face-min"]], "OP18_LEFT_FOOT_MAX": [[50, "op18-left-foot-max"]], "OP18_LEFT_FOOT_MIN": [[50, "op18-left-foot-min"]], "OP18_LEFT_HAND_MAX": [[50, "op18-left-hand-max"]], "OP18_LEFT_HAND_MIN": [[50, "op18-left-hand-min"]], "OP18_RIGHT_FOOT_MAX": [[50, "op18-right-foot-max"]], "OP18_RIGHT_FOOT_MIN": [[50, "op18-right-foot-min"]], "OP18_RIGHT_HAND_MAX": [[50, "op18-right-hand-max"]], "OP18_RIGHT_HAND_MIN": [[50, "op18-right-hand-min"]], "imgutils.pose": [[51, "module-imgutils.pose"]], "imgutils.pose.visual": [[52, "module-imgutils.pose.visual"]], "op18_visualize": [[52, "op18-visualize"]], "imgutils.preprocess.base": [[53, "module-imgutils.preprocess.base"]], "NotParseTarget": [[53, "notparsetarget"]], "imgutils.preprocess": [[54, "module-imgutils.preprocess"]], "imgutils.preprocess.pillow": [[55, "module-imgutils.preprocess.pillow"]], "register_pillow_transform": [[55, "register-pillow-transform"]], "register_pillow_parse": [[55, "register-pillow-parse"]], "create_pillow_transforms": [[55, "create-pillow-transforms"]], "parse_pillow_transforms": [[55, "parse-pillow-transforms"]], "imgutils.preprocess.torchvision": [[56, "module-imgutils.preprocess.torchvision"]], "register_torchvision_transform": [[56, "register-torchvision-transform"]], "register_torchvision_parse": [[56, "register-torchvision-parse"]], "create_torchvision_transforms": [[56, "create-torchvision-transforms"]], "parse_torchvision_transforms": [[56, "parse-torchvision-transforms"]], "imgutils.preprocess.transformers": [[57, "module-imgutils.preprocess.transformers"]], "register_creators_for_transformers": [[57, "register-creators-for-transformers"]], "NotProcessorTypeError": [[57, "notprocessortypeerror"]], "create_transforms_from_transformers": [[57, "create-transforms-from-transformers"]], "is_valid_size_dict": [[57, "is-valid-size-dict"]], "convert_to_size_dict": [[57, "convert-to-size-dict"]], "get_size_dict": [[57, "get-size-dict"]], "create_clip_transforms": [[57, "create-clip-transforms"]], "create_transforms_from_clip_processor": [[57, "create-transforms-from-clip-processor"]], "create_convnext_transforms": [[57, "create-convnext-transforms"]], "create_transforms_from_convnext_processor": [[57, "create-transforms-from-convnext-processor"]], "create_vit_transforms": [[57, "create-vit-transforms"]], "create_transforms_from_vit_processor": [[57, "create-transforms-from-vit-processor"]], "create_siglip_transforms": [[57, "create-siglip-transforms"]], "create_transforms_from_siglip_processor": [[57, "create-transforms-from-siglip-processor"]], "create_bit_transforms": [[57, "create-bit-transforms"]], "create_transforms_from_bit_processor": [[57, "create-transforms-from-bit-processor"]], "create_blip_transforms": [[57, "create-blip-transforms"]], "create_transforms_from_blip_processor": [[57, "create-transforms-from-blip-processor"]], "create_mobilenetv2_transforms": [[57, "create-mobilenetv2-transforms"]], "create_transforms_from_mobilenetv2_processor": [[57, "create-transforms-from-mobilenetv2-processor"]], "imgutils.resource.background": [[58, "module-imgutils.resource.background"]], "BackgroundImageSet": [[58, "backgroundimageset"]], "list_bg_image_files": [[58, "list-bg-image-files"]], "get_bg_image_file": [[58, "get-bg-image-file"]], "get_bg_image": [[58, "get-bg-image"]], "random_bg_image_file": [[58, "random-bg-image-file"]], "random_bg_image": [[58, "random-bg-image"]], "imgutils.resource": [[59, "module-imgutils.resource"]], "imgutils.restore.adversarial": [[60, "module-imgutils.restore.adversarial"]], "remove_adversarial_noise": [[60, "remove-adversarial-noise"]], "imgutils.restore": [[61, "module-imgutils.restore"]], "imgutils.restore.nafnet": [[62, "module-imgutils.restore.nafnet"]], "restore_with_nafnet": [[62, "restore-with-nafnet"]], "imgutils.restore.scunet": [[63, "module-imgutils.restore.scunet"]], "restore_with_scunet": [[63, "restore-with-scunet"]], "imgutils.sd": [[64, "module-imgutils.sd"]], "imgutils.sd.metadata": [[65, "module-imgutils.sd.metadata"]], "SDMetaData": [[65, "sdmetadata"]], "parse_sdmeta_from_text": [[65, "parse-sdmeta-from-text"]], "get_sdmeta_from_image": [[65, "get-sdmeta-from-image"]], "save_image_with_sdmeta": [[65, "save-image-with-sdmeta"]], "imgutils.sd.model": [[66, "module-imgutils.sd.model"]], "read_metadata": [[66, "read-metadata"]], "save_with_metadata": [[66, "save-with-metadata"]], "imgutils.sd.nai": [[67, "module-imgutils.sd.nai"]], "NAIMetaData": [[67, "naimetadata"]], "NAIMetadata": [[67, "id1"]], "get_naimeta_from_image": [[67, "get-naimeta-from-image"]], "add_naimeta_to_image": [[67, "add-naimeta-to-image"]], "save_image_with_naimeta": [[67, "save-image-with-naimeta"]], "imgutils.segment": [[68, "module-imgutils.segment"]], "imgutils.segment.isnetis": [[69, "module-imgutils.segment.isnetis"]], "get_isnetis_mask": [[69, "get-isnetis-mask"]], "segment_with_isnetis": [[69, "segment-with-isnetis"]], "segment_rgba_with_isnetis": [[69, "segment-rgba-with-isnetis"]], "imgutils.tagging.blacklist": [[70, "module-imgutils.tagging.blacklist"]], "is_blacklisted": [[70, "is-blacklisted"]], "drop_blacklisted_tags": [[70, "drop-blacklisted-tags"]], "imgutils.tagging.character": [[71, "module-imgutils.tagging.character"]], "CHAR_WHITELIST_SUFFIX": [[71, "char-whitelist-suffix"]], "CHAR_WHITELIST_PREFIX": [[71, "char-whitelist-prefix"]], "CHAR_WHITELIST_WORD": [[71, "char-whitelist-word"]], "CHAR_SUFFIXES": [[71, "char-suffixes"]], "CHAR_PREFIXES": [[71, "char-prefixes"]], "CharacterTagPool": [[71, "charactertagpool"]], "is_basic_character_tag": [[71, "is-basic-character-tag"]], "drop_basic_character_tags": [[71, "drop-basic-character-tags"]], "imgutils.tagging.deepdanbooru": [[72, "module-imgutils.tagging.deepdanbooru"]], "get_deepdanbooru_tags": [[72, "get-deepdanbooru-tags"]], "imgutils.tagging.deepgelbooru": [[73, "module-imgutils.tagging.deepgelbooru"]], "get_deepgelbooru_tags": [[73, "get-deepgelbooru-tags"]], "imgutils.tagging.format": [[74, "module-imgutils.tagging.format"]], "add_underline": [[74, "add-underline"]], "remove_underline": [[74, "remove-underline"]], "tags_to_text": [[74, "tags-to-text"]], "imgutils.tagging": [[75, "module-imgutils.tagging"]], "imgutils.tagging.match": [[76, "module-imgutils.tagging.match"]], "tag_match_suffix": [[76, "tag-match-suffix"]], "tag_match_prefix": [[76, "tag-match-prefix"]], "tag_match_full": [[76, "tag-match-full"]], "imgutils.tagging.mldanbooru": [[77, "module-imgutils.tagging.mldanbooru"]], "get_mldanbooru_tags": [[77, "get-mldanbooru-tags"]], "imgutils.tagging.order": [[78, "module-imgutils.tagging.order"]], "sort_tags": [[78, "sort-tags"]], "imgutils.tagging.overlap": [[79, "module-imgutils.tagging.overlap"]], "drop_overlap_tags": [[79, "drop-overlap-tags"]], "imgutils.tagging.wd14": [[80, "module-imgutils.tagging.wd14"]], "get_wd14_tags": [[80, "get-wd14-tags"]], "convert_wd14_emb_to_prediction": [[80, "convert-wd14-emb-to-prediction"]], "denormalize_wd14_emb": [[80, "denormalize-wd14-emb"]], "imgutils.upscale.cdc": [[81, "module-imgutils.upscale.cdc"]], "upscale_with_cdc": [[81, "upscale-with-cdc"]], "imgutils.upscale": [[82, "module-imgutils.upscale"]], "imgutils.utils.cache": [[83, "module-imgutils.utils.cache"]], "ts_lru_cache": [[83, "ts-lru-cache"]], "imgutils.utils.func": [[84, "module-imgutils.utils.func"]], "sigmoid": [[84, "sigmoid"]], "imgutils.utils": [[85, "module-imgutils.utils"]], "imgutils.utils.onnxruntime": [[86, "module-imgutils.utils.onnxruntime"]], "get_onnx_provider": [[86, "get-onnx-provider"]], "open_onnx_model": [[86, "open-onnx-model"]], "imgutils.validate.aicheck": [[87, "module-imgutils.validate.aicheck"]], "get_ai_created_score": [[87, "get-ai-created-score"]], "is_ai_created": [[87, "is-ai-created"]], "imgutils.validate.bangumi_char": [[88, "module-imgutils.validate.bangumi_char"]], "anime_bangumi_char_score": [[88, "anime-bangumi-char-score"]], "anime_bangumi_char": [[88, "anime-bangumi-char"]], "imgutils.validate.classify": [[89, "module-imgutils.validate.classify"]], "anime_classify_score": [[89, "anime-classify-score"]], "anime_classify": [[89, "anime-classify"]], "imgutils.validate.color": [[90, "module-imgutils.validate.color"]], "is_greyscale": [[90, "is-greyscale"]], "imgutils.validate.completeness": [[91, "module-imgutils.validate.completeness"]], "anime_completeness_score": [[91, "anime-completeness-score"]], "anime_completeness": [[91, "anime-completeness"]], "imgutils.validate.dbrating": [[92, "module-imgutils.validate.dbrating"]], "anime_dbrating_score": [[92, "anime-dbrating-score"]], "anime_dbrating": [[92, "anime-dbrating"]], "imgutils.validate.furry": [[93, "module-imgutils.validate.furry"]], "anime_furry_score": [[93, "anime-furry-score"]], "anime_furry": [[93, "anime-furry"]], "imgutils.validate": [[94, "module-imgutils.validate"]], "imgutils.validate.monochrome": [[95, "module-imgutils.validate.monochrome"]], "get_monochrome_score": [[95, "get-monochrome-score"]], "is_monochrome": [[95, "is-monochrome"]], "imgutils.validate.nsfw": [[96, "module-imgutils.validate.nsfw"]], "nsfw_pred_score": [[96, "nsfw-pred-score"]], "nsfw_pred": [[96, "nsfw-pred"]], "imgutils.validate.portrait": [[97, "module-imgutils.validate.portrait"]], "anime_portrait_score": [[97, "anime-portrait-score"]], "anime_portrait": [[97, "anime-portrait"]], "imgutils.validate.rating": [[98, "module-imgutils.validate.rating"]], "anime_rating_score": [[98, "anime-rating-score"]], "anime_rating": [[98, "anime-rating"]], "imgutils.validate.real": [[99, "module-imgutils.validate.real"]], "anime_real_score": [[99, "anime-real-score"]], "anime_real": [[99, "anime-real"]], "imgutils.validate.safe": [[100, "module-imgutils.validate.safe"]], "safe_check_score": [[100, "safe-check-score"]], "safe_check": [[100, "safe-check"]], "imgutils.validate.style_age": [[101, "module-imgutils.validate.style_age"]], "anime_style_age_score": [[101, "anime-style-age-score"]], "anime_style_age": [[101, "anime-style-age"]], "imgutils.validate.teen": [[102, "module-imgutils.validate.teen"]], "anime_teen_score": [[102, "anime-teen-score"]], "anime_teen": [[102, "anime-teen"]], "imgutils.validate.truncate": [[103, "module-imgutils.validate.truncate"]], "is_truncated_file": [[103, "is-truncated-file"]], "Welcome to imgutils\u2019s Documentation": [[104, "welcome-to-imgutils-s-documentation"]], "Overview": [[104, "overview"]], "Tutorials": [[104, null]], "Information": [[104, null]], "API Documentation": [[104, null]], "Run Environment Information": [[105, "Run-Environment-Information"], [106, "Run-Environment-Information"]], "Installation": [[107, "installation"]], "Quick Start": [[108, "quick-start"]]}, "indexentries": {"ascii_drawing() (in module imgutils.ascii.drawing)": [[0, "imgutils.ascii.drawing.ascii_drawing"]], "imgutils.ascii.drawing": [[0, "module-imgutils.ascii.drawing"]], "module": [[0, "module-imgutils.ascii.drawing"], [1, "module-imgutils.ascii"], [2, "module-imgutils.config"], [3, "module-imgutils.config.meta"], [4, "module-imgutils.data.background"], [5, "module-imgutils.data.decode"], [6, "module-imgutils.data.encode"], [7, "module-imgutils.data.image"], [8, "module-imgutils.data"], [9, "module-imgutils.data.layer"], [10, "module-imgutils.detect.booru_yolo"], [11, "module-imgutils.detect.censor"], [12, "module-imgutils.detect.eye"], [13, "module-imgutils.detect.face"], [14, "module-imgutils.detect.halfbody"], [15, "module-imgutils.detect.hand"], [16, "module-imgutils.detect.head"], [17, "module-imgutils.detect"], [18, "module-imgutils.detect.nudenet"], [19, "module-imgutils.detect.person"], [20, "module-imgutils.detect.similarity"], [21, "module-imgutils.detect.text"], [22, "module-imgutils.detect.visual"], [23, "module-imgutils.edge.canny"], [24, "module-imgutils.edge"], [25, "module-imgutils.edge.lineart"], [26, "module-imgutils.edge.lineart_anime"], [27, "module-imgutils.generic.classify"], [28, "module-imgutils.generic.clip"], [29, "module-imgutils.generic.enhance"], [30, "module-imgutils.generic"], [31, "module-imgutils.generic.siglip"], [32, "module-imgutils.generic.yolo"], [33, "module-imgutils.metadata.geninfo"], [34, "module-imgutils.metadata"], [35, "module-imgutils.metadata.lsb"], [36, "module-imgutils.metrics.aesthetic"], [37, "module-imgutils.metrics.ccip"], [38, "module-imgutils.metrics.dbaesthetic"], [39, "module-imgutils.metrics"], [40, "module-imgutils.metrics.laplacian"], [41, "module-imgutils.metrics.lpips"], [42, "module-imgutils.metrics.psnr_"], [43, "module-imgutils.ocr"], [44, "module-imgutils.operate.align"], [45, "module-imgutils.operate.censor_"], [46, "module-imgutils.operate.imgcensor"], [47, "module-imgutils.operate"], [48, "module-imgutils.operate.squeeze"], [49, "module-imgutils.pose.dwpose"], [50, "module-imgutils.pose.format"], [51, "module-imgutils.pose"], [52, "module-imgutils.pose.visual"], [53, "module-imgutils.preprocess.base"], [54, "module-imgutils.preprocess"], [55, "module-imgutils.preprocess.pillow"], [56, "module-imgutils.preprocess.torchvision"], [57, "module-imgutils.preprocess.transformers"], [58, "module-imgutils.resource.background"], [59, "module-imgutils.resource"], [60, "module-imgutils.restore.adversarial"], [61, "module-imgutils.restore"], [62, "module-imgutils.restore.nafnet"], [63, "module-imgutils.restore.scunet"], [64, "module-imgutils.sd"], [65, "module-imgutils.sd.metadata"], [66, "module-imgutils.sd.model"], [67, "module-imgutils.sd.nai"], [68, "module-imgutils.segment"], [69, "module-imgutils.segment.isnetis"], [70, "module-imgutils.tagging.blacklist"], [71, "module-imgutils.tagging.character"], [72, "module-imgutils.tagging.deepdanbooru"], [73, "module-imgutils.tagging.deepgelbooru"], [74, "module-imgutils.tagging.format"], [75, "module-imgutils.tagging"], [76, "module-imgutils.tagging.match"], [77, "module-imgutils.tagging.mldanbooru"], [78, "module-imgutils.tagging.order"], [79, "module-imgutils.tagging.overlap"], [80, "module-imgutils.tagging.wd14"], [81, "module-imgutils.upscale.cdc"], [82, "module-imgutils.upscale"], [83, "module-imgutils.utils.cache"], [84, "module-imgutils.utils.func"], [85, "module-imgutils.utils"], [86, "module-imgutils.utils.onnxruntime"], [87, "module-imgutils.validate.aicheck"], [88, "module-imgutils.validate.bangumi_char"], [89, "module-imgutils.validate.classify"], [90, "module-imgutils.validate.color"], [91, "module-imgutils.validate.completeness"], [92, "module-imgutils.validate.dbrating"], [93, "module-imgutils.validate.furry"], [94, "module-imgutils.validate"], [95, "module-imgutils.validate.monochrome"], [96, "module-imgutils.validate.nsfw"], [97, "module-imgutils.validate.portrait"], [98, "module-imgutils.validate.rating"], [99, "module-imgutils.validate.real"], [100, "module-imgutils.validate.safe"], [101, "module-imgutils.validate.style_age"], [102, "module-imgutils.validate.teen"], [103, "module-imgutils.validate.truncate"]], "imgutils.ascii": [[1, "module-imgutils.ascii"]], "imgutils.config": [[2, "module-imgutils.config"]], "__author_email__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__AUTHOR_EMAIL__"]], "__author__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__AUTHOR__"]], "__description__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__DESCRIPTION__"]], "__title__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__TITLE__"]], "__version__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__VERSION__"]], "imgutils.config.meta": [[3, "module-imgutils.config.meta"]], "grid_background() (in module imgutils.data.background)": [[4, "imgutils.data.background.grid_background"]], "grid_transparent() (in module imgutils.data.background)": [[4, "imgutils.data.background.grid_transparent"]], "imgutils.data.background": [[4, "module-imgutils.data.background"]], "imgutils.data.decode": [[5, "module-imgutils.data.decode"]], "rgb_decode() (in module imgutils.data.decode)": [[5, "imgutils.data.decode.rgb_decode"]], "imgutils.data.encode": [[6, "module-imgutils.data.encode"]], "rgb_encode() (in module imgutils.data.encode)": [[6, "imgutils.data.encode.rgb_encode"]], "has_alpha_channel() (in module imgutils.data.image)": [[7, "imgutils.data.image.has_alpha_channel"]], "imgutils.data.image": [[7, "module-imgutils.data.image"]], "load_image() (in module imgutils.data.image)": [[7, "imgutils.data.image.load_image"]], "load_images() (in module imgutils.data.image)": [[7, "imgutils.data.image.load_images"]], "imgutils.data": [[8, "module-imgutils.data"]], "imgutils.data.layer": [[9, "module-imgutils.data.layer"]], "istack() (in module imgutils.data.layer)": [[9, "imgutils.data.layer.istack"]], "detect_with_booru_yolo() (in module imgutils.detect.booru_yolo)": [[10, "imgutils.detect.booru_yolo.detect_with_booru_yolo"]], "imgutils.detect.booru_yolo": [[10, "module-imgutils.detect.booru_yolo"]], "detect_censors() (in module imgutils.detect.censor)": [[11, "imgutils.detect.censor.detect_censors"]], "imgutils.detect.censor": [[11, "module-imgutils.detect.censor"]], "detect_eyes() (in module imgutils.detect.eye)": [[12, "imgutils.detect.eye.detect_eyes"]], "imgutils.detect.eye": [[12, "module-imgutils.detect.eye"]], "detect_faces() (in module imgutils.detect.face)": [[13, "imgutils.detect.face.detect_faces"]], "imgutils.detect.face": [[13, "module-imgutils.detect.face"]], "detect_halfbody() (in module imgutils.detect.halfbody)": [[14, "imgutils.detect.halfbody.detect_halfbody"]], "imgutils.detect.halfbody": [[14, "module-imgutils.detect.halfbody"]], "detect_hands() (in module imgutils.detect.hand)": [[15, "imgutils.detect.hand.detect_hands"]], "imgutils.detect.hand": [[15, "module-imgutils.detect.hand"]], "detect_heads() (in module imgutils.detect.head)": [[16, "imgutils.detect.head.detect_heads"]], "imgutils.detect.head": [[16, "module-imgutils.detect.head"]], "imgutils.detect": [[17, "module-imgutils.detect"]], "detect_with_nudenet() (in module imgutils.detect.nudenet)": [[18, "imgutils.detect.nudenet.detect_with_nudenet"]], "imgutils.detect.nudenet": [[18, "module-imgutils.detect.nudenet"]], "detect_person() (in module imgutils.detect.person)": [[19, "imgutils.detect.person.detect_person"]], "imgutils.detect.person": [[19, "module-imgutils.detect.person"]], "bboxes_similarity() (in module imgutils.detect.similarity)": [[20, "imgutils.detect.similarity.bboxes_similarity"]], "calculate_iou() (in module imgutils.detect.similarity)": [[20, "imgutils.detect.similarity.calculate_iou"]], "detection_similarity() (in module imgutils.detect.similarity)": [[20, "imgutils.detect.similarity.detection_similarity"]], "imgutils.detect.similarity": [[20, "module-imgutils.detect.similarity"]], "detect_text() (in module imgutils.detect.text)": [[21, "imgutils.detect.text.detect_text"]], "imgutils.detect.text": [[21, "module-imgutils.detect.text"]], "detection_visualize() (in module imgutils.detect.visual)": [[22, "imgutils.detect.visual.detection_visualize"]], "imgutils.detect.visual": [[22, "module-imgutils.detect.visual"]], "edge_image_with_canny() (in module imgutils.edge.canny)": [[23, "imgutils.edge.canny.edge_image_with_canny"]], "get_edge_by_canny() (in module imgutils.edge.canny)": [[23, "imgutils.edge.canny.get_edge_by_canny"]], "imgutils.edge.canny": [[23, "module-imgutils.edge.canny"]], "imgutils.edge": [[24, "module-imgutils.edge"]], "edge_image_with_lineart() (in module imgutils.edge.lineart)": [[25, "imgutils.edge.lineart.edge_image_with_lineart"]], "get_edge_by_lineart() (in module imgutils.edge.lineart)": [[25, "imgutils.edge.lineart.get_edge_by_lineart"]], "imgutils.edge.lineart": [[25, "module-imgutils.edge.lineart"]], "edge_image_with_lineart_anime() (in module imgutils.edge.lineart_anime)": [[26, "imgutils.edge.lineart_anime.edge_image_with_lineart_anime"]], "get_edge_by_lineart_anime() (in module imgutils.edge.lineart_anime)": [[26, "imgutils.edge.lineart_anime.get_edge_by_lineart_anime"]], "imgutils.edge.lineart_anime": [[26, "module-imgutils.edge.lineart_anime"]], "classifymodel (class in imgutils.generic.classify)": [[27, "imgutils.generic.classify.ClassifyModel"]], "__init__() (imgutils.generic.classify.classifymodel method)": [[27, "imgutils.generic.classify.ClassifyModel.__init__"]], "classify_predict() (in module imgutils.generic.classify)": [[27, "imgutils.generic.classify.classify_predict"]], "classify_predict_fmt() (in module imgutils.generic.classify)": [[27, "imgutils.generic.classify.classify_predict_fmt"]], "classify_predict_score() (in module imgutils.generic.classify)": [[27, "imgutils.generic.classify.classify_predict_score"]], "clear() (imgutils.generic.classify.classifymodel method)": [[27, "imgutils.generic.classify.ClassifyModel.clear"]], "imgutils.generic.classify": [[27, "module-imgutils.generic.classify"]], "launch_demo() (imgutils.generic.classify.classifymodel method)": [[27, "imgutils.generic.classify.ClassifyModel.launch_demo"]], "make_ui() (imgutils.generic.classify.classifymodel method)": [[27, "imgutils.generic.classify.ClassifyModel.make_ui"]], "predict() (imgutils.generic.classify.classifymodel method)": [[27, "imgutils.generic.classify.ClassifyModel.predict"]], "predict_fmt() (imgutils.generic.classify.classifymodel method)": [[27, "imgutils.generic.classify.ClassifyModel.predict_fmt"]], "predict_score() (imgutils.generic.classify.classifymodel method)": [[27, "imgutils.generic.classify.ClassifyModel.predict_score"]], "clipmodel (class in imgutils.generic.clip)": [[28, "imgutils.generic.clip.CLIPModel"]], "__init__() (imgutils.generic.clip.clipmodel method)": [[28, "imgutils.generic.clip.CLIPModel.__init__"]], "clear() (imgutils.generic.clip.clipmodel method)": [[28, "imgutils.generic.clip.CLIPModel.clear"]], "clip_image_encode() (in module imgutils.generic.clip)": [[28, "imgutils.generic.clip.clip_image_encode"]], "clip_predict() (in module imgutils.generic.clip)": [[28, "imgutils.generic.clip.clip_predict"]], "clip_text_encode() (in module imgutils.generic.clip)": [[28, "imgutils.generic.clip.clip_text_encode"]], "image_encode() (imgutils.generic.clip.clipmodel method)": [[28, "imgutils.generic.clip.CLIPModel.image_encode"]], "imgutils.generic.clip": [[28, "module-imgutils.generic.clip"]], "launch_demo() (imgutils.generic.clip.clipmodel method)": [[28, "imgutils.generic.clip.CLIPModel.launch_demo"]], "make_ui() (imgutils.generic.clip.clipmodel method)": [[28, "imgutils.generic.clip.CLIPModel.make_ui"]], "predict() (imgutils.generic.clip.clipmodel method)": [[28, "imgutils.generic.clip.CLIPModel.predict"]], "text_encode() (imgutils.generic.clip.clipmodel method)": [[28, "imgutils.generic.clip.CLIPModel.text_encode"]], "imageenhancer (class in imgutils.generic.enhance)": [[29, "imgutils.generic.enhance.ImageEnhancer"]], "__init__() (imgutils.generic.enhance.imageenhancer method)": [[29, "imgutils.generic.enhance.ImageEnhancer.__init__"]], "imgutils.generic.enhance": [[29, "module-imgutils.generic.enhance"]], "process() (imgutils.generic.enhance.imageenhancer method)": [[29, "imgutils.generic.enhance.ImageEnhancer.process"]], "imgutils.generic": [[30, "module-imgutils.generic"]], "siglipmodel (class in imgutils.generic.siglip)": [[31, "imgutils.generic.siglip.SigLIPModel"]], "__init__() (imgutils.generic.siglip.siglipmodel method)": [[31, "imgutils.generic.siglip.SigLIPModel.__init__"]], "clear() (imgutils.generic.siglip.siglipmodel method)": [[31, "imgutils.generic.siglip.SigLIPModel.clear"]], "image_encode() (imgutils.generic.siglip.siglipmodel method)": [[31, "imgutils.generic.siglip.SigLIPModel.image_encode"]], "imgutils.generic.siglip": [[31, "module-imgutils.generic.siglip"]], "launch_demo() (imgutils.generic.siglip.siglipmodel method)": [[31, "imgutils.generic.siglip.SigLIPModel.launch_demo"]], "make_ui() (imgutils.generic.siglip.siglipmodel method)": [[31, "imgutils.generic.siglip.SigLIPModel.make_ui"]], "predict() (imgutils.generic.siglip.siglipmodel method)": [[31, "imgutils.generic.siglip.SigLIPModel.predict"]], "siglip_image_encode() (in module imgutils.generic.siglip)": [[31, "imgutils.generic.siglip.siglip_image_encode"]], "siglip_predict() (in module imgutils.generic.siglip)": [[31, "imgutils.generic.siglip.siglip_predict"]], "siglip_text_encode() (in module imgutils.generic.siglip)": [[31, "imgutils.generic.siglip.siglip_text_encode"]], "text_encode() (imgutils.generic.siglip.siglipmodel method)": [[31, "imgutils.generic.siglip.SigLIPModel.text_encode"]], "yolomodel (class in imgutils.generic.yolo)": [[32, "imgutils.generic.yolo.YOLOModel"]], "__init__() (imgutils.generic.yolo.yolomodel method)": [[32, "imgutils.generic.yolo.YOLOModel.__init__"]], "clear() (imgutils.generic.yolo.yolomodel method)": [[32, "imgutils.generic.yolo.YOLOModel.clear"]], "imgutils.generic.yolo": [[32, "module-imgutils.generic.yolo"]], "launch_demo() (imgutils.generic.yolo.yolomodel method)": [[32, "imgutils.generic.yolo.YOLOModel.launch_demo"]], "make_ui() (imgutils.generic.yolo.yolomodel method)": [[32, "imgutils.generic.yolo.YOLOModel.make_ui"]], "predict() (imgutils.generic.yolo.yolomodel method)": [[32, "imgutils.generic.yolo.YOLOModel.predict"]], "yolo_predict() (in module imgutils.generic.yolo)": [[32, "imgutils.generic.yolo.yolo_predict"]], "imgutils.metadata.geninfo": [[33, "module-imgutils.metadata.geninfo"]], "read_geninfo_exif() (in module imgutils.metadata.geninfo)": [[33, "imgutils.metadata.geninfo.read_geninfo_exif"]], "read_geninfo_gif() (in module imgutils.metadata.geninfo)": [[33, "imgutils.metadata.geninfo.read_geninfo_gif"]], "read_geninfo_parameters() (in module imgutils.metadata.geninfo)": [[33, "imgutils.metadata.geninfo.read_geninfo_parameters"]], "write_geninfo_exif() (in module imgutils.metadata.geninfo)": [[33, "imgutils.metadata.geninfo.write_geninfo_exif"]], "write_geninfo_gif() (in module imgutils.metadata.geninfo)": [[33, "imgutils.metadata.geninfo.write_geninfo_gif"]], "write_geninfo_parameters() (in module imgutils.metadata.geninfo)": [[33, "imgutils.metadata.geninfo.write_geninfo_parameters"]], "imgutils.metadata": [[34, "module-imgutils.metadata"]], "imagelsbdataextractor (class in imgutils.metadata.lsb)": [[35, "imgutils.metadata.lsb.ImageLsbDataExtractor"]], "lsbextractor (class in imgutils.metadata.lsb)": [[35, "imgutils.metadata.lsb.LSBExtractor"]], "lsbreaderror (class in imgutils.metadata.lsb)": [[35, "imgutils.metadata.lsb.LSBReadError"]], "__init__() (imgutils.metadata.lsb.imagelsbdataextractor method)": [[35, "imgutils.metadata.lsb.ImageLsbDataExtractor.__init__"]], "__init__() (imgutils.metadata.lsb.lsbextractor method)": [[35, "imgutils.metadata.lsb.LSBExtractor.__init__"]], "extract_data() (imgutils.metadata.lsb.imagelsbdataextractor method)": [[35, "imgutils.metadata.lsb.ImageLsbDataExtractor.extract_data"]], "get_next_n_bytes() (imgutils.metadata.lsb.lsbextractor method)": [[35, "imgutils.metadata.lsb.LSBExtractor.get_next_n_bytes"]], "get_one_byte() (imgutils.metadata.lsb.lsbextractor method)": [[35, "imgutils.metadata.lsb.LSBExtractor.get_one_byte"]], "imgutils.metadata.lsb": [[35, "module-imgutils.metadata.lsb"]], "inject_data() (in module imgutils.metadata.lsb)": [[35, "imgutils.metadata.lsb.inject_data"]], "read_32bit_integer() (imgutils.metadata.lsb.lsbextractor method)": [[35, "imgutils.metadata.lsb.LSBExtractor.read_32bit_integer"]], "read_lsb_metadata() (in module imgutils.metadata.lsb)": [[35, "imgutils.metadata.lsb.read_lsb_metadata"]], "read_lsb_raw_bytes() (in module imgutils.metadata.lsb)": [[35, "imgutils.metadata.lsb.read_lsb_raw_bytes"]], "serialize_json() (in module imgutils.metadata.lsb)": [[35, "imgutils.metadata.lsb.serialize_json"]], "serialize_pnginfo() (in module imgutils.metadata.lsb)": [[35, "imgutils.metadata.lsb.serialize_pnginfo"]], "write_lsb_metadata() (in module imgutils.metadata.lsb)": [[35, "imgutils.metadata.lsb.write_lsb_metadata"]], "write_lsb_raw_bytes() (in module imgutils.metadata.lsb)": [[35, "imgutils.metadata.lsb.write_lsb_raw_bytes"]], "get_aesthetic_score() (in module imgutils.metrics.aesthetic)": [[36, "imgutils.metrics.aesthetic.get_aesthetic_score"]], "imgutils.metrics.aesthetic": [[36, "module-imgutils.metrics.aesthetic"]], "ccip_batch_differences() (in module imgutils.metrics.ccip)": [[37, "imgutils.metrics.ccip.ccip_batch_differences"]], "ccip_batch_extract_features() (in module imgutils.metrics.ccip)": [[37, "imgutils.metrics.ccip.ccip_batch_extract_features"]], "ccip_batch_same() (in module imgutils.metrics.ccip)": [[37, "imgutils.metrics.ccip.ccip_batch_same"]], "ccip_clustering() (in module imgutils.metrics.ccip)": [[37, "imgutils.metrics.ccip.ccip_clustering"]], "ccip_default_clustering_params() (in module imgutils.metrics.ccip)": [[37, "imgutils.metrics.ccip.ccip_default_clustering_params"]], "ccip_default_threshold() (in module imgutils.metrics.ccip)": [[37, "imgutils.metrics.ccip.ccip_default_threshold"]], "ccip_difference() (in module imgutils.metrics.ccip)": [[37, "imgutils.metrics.ccip.ccip_difference"]], "ccip_extract_feature() (in module imgutils.metrics.ccip)": [[37, "imgutils.metrics.ccip.ccip_extract_feature"]], "ccip_merge() (in module imgutils.metrics.ccip)": [[37, "imgutils.metrics.ccip.ccip_merge"]], "ccip_same() (in module imgutils.metrics.ccip)": [[37, "imgutils.metrics.ccip.ccip_same"]], "imgutils.metrics.ccip": [[37, "module-imgutils.metrics.ccip"]], "anime_dbaesthetic() (in module imgutils.metrics.dbaesthetic)": [[38, "imgutils.metrics.dbaesthetic.anime_dbaesthetic"]], "imgutils.metrics.dbaesthetic": [[38, "module-imgutils.metrics.dbaesthetic"]], "imgutils.metrics": [[39, "module-imgutils.metrics"]], "imgutils.metrics.laplacian": [[40, "module-imgutils.metrics.laplacian"]], "laplacian_score() (in module imgutils.metrics.laplacian)": [[40, "imgutils.metrics.laplacian.laplacian_score"]], "imgutils.metrics.lpips": [[41, "module-imgutils.metrics.lpips"]], "lpips_clustering() (in module imgutils.metrics.lpips)": [[41, "imgutils.metrics.lpips.lpips_clustering"]], "lpips_difference() (in module imgutils.metrics.lpips)": [[41, "imgutils.metrics.lpips.lpips_difference"]], "lpips_extract_feature() (in module imgutils.metrics.lpips)": [[41, "imgutils.metrics.lpips.lpips_extract_feature"]], "imgutils.metrics.psnr_": [[42, "module-imgutils.metrics.psnr_"]], "psnr() (in module imgutils.metrics.psnr_)": [[42, "imgutils.metrics.psnr_.psnr"]], "detect_text_with_ocr() (in module imgutils.ocr)": [[43, "imgutils.ocr.detect_text_with_ocr"]], "imgutils.ocr": [[43, "module-imgutils.ocr"]], "list_det_models() (in module imgutils.ocr)": [[43, "imgutils.ocr.list_det_models"]], "list_rec_models() (in module imgutils.ocr)": [[43, "imgutils.ocr.list_rec_models"]], "ocr() (in module imgutils.ocr)": [[43, "imgutils.ocr.ocr"]], "align_maxsize() (in module imgutils.operate.align)": [[44, "imgutils.operate.align.align_maxsize"]], "imgutils.operate.align": [[44, "module-imgutils.operate.align"]], "basecensor (class in imgutils.operate.censor_)": [[45, "imgutils.operate.censor_.BaseCensor"]], "blurcensor (class in imgutils.operate.censor_)": [[45, "imgutils.operate.censor_.BlurCensor"]], "colorcensor (class in imgutils.operate.censor_)": [[45, "imgutils.operate.censor_.ColorCensor"]], "pixelatecensor (class in imgutils.operate.censor_)": [[45, "imgutils.operate.censor_.PixelateCensor"]], "censor_area() (imgutils.operate.censor_.basecensor method)": [[45, "imgutils.operate.censor_.BaseCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.blurcensor method)": [[45, "imgutils.operate.censor_.BlurCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.colorcensor method)": [[45, "imgutils.operate.censor_.ColorCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.pixelatecensor method)": [[45, "imgutils.operate.censor_.PixelateCensor.censor_area"]], "censor_areas() (in module imgutils.operate.censor_)": [[45, "imgutils.operate.censor_.censor_areas"]], "censor_nsfw() (in module imgutils.operate.censor_)": [[45, "imgutils.operate.censor_.censor_nsfw"]], "imgutils.operate.censor_": [[45, "module-imgutils.operate.censor_"]], "register_censor_method() (in module imgutils.operate.censor_)": [[45, "imgutils.operate.censor_.register_censor_method"]], "emojibasedcensor (class in imgutils.operate.imgcensor)": [[46, "imgutils.operate.imgcensor.EmojiBasedCensor"]], "imagebasedcensor (class in imgutils.operate.imgcensor)": [[46, "imgutils.operate.imgcensor.ImageBasedCensor"]], "singleimage (class in imgutils.operate.imgcensor)": [[46, "imgutils.operate.imgcensor.SingleImage"]], "__init__() (imgutils.operate.imgcensor.singleimage method)": [[46, "imgutils.operate.imgcensor.SingleImage.__init__"]], "censor_area() (imgutils.operate.imgcensor.emojibasedcensor method)": [[46, "imgutils.operate.imgcensor.EmojiBasedCensor.censor_area"]], "censor_area() (imgutils.operate.imgcensor.imagebasedcensor method)": [[46, "imgutils.operate.imgcensor.ImageBasedCensor.censor_area"]], "find_for_area() (imgutils.operate.imgcensor.singleimage method)": [[46, "imgutils.operate.imgcensor.SingleImage.find_for_area"]], "height (imgutils.operate.imgcensor.singleimage property)": [[46, "imgutils.operate.imgcensor.SingleImage.height"]], "imgutils.operate.imgcensor": [[46, "module-imgutils.operate.imgcensor"]], "width (imgutils.operate.imgcensor.singleimage property)": [[46, "imgutils.operate.imgcensor.SingleImage.width"]], "imgutils.operate": [[47, "module-imgutils.operate"]], "imgutils.operate.squeeze": [[48, "module-imgutils.operate.squeeze"]], "squeeze() (in module imgutils.operate.squeeze)": [[48, "imgutils.operate.squeeze.squeeze"]], "squeeze_with_transparency() (in module imgutils.operate.squeeze)": [[48, "imgutils.operate.squeeze.squeeze_with_transparency"]], "dwpose_estimate() (in module imgutils.pose.dwpose)": [[49, "imgutils.pose.dwpose.dwpose_estimate"]], "imgutils.pose.dwpose": [[49, "module-imgutils.pose.dwpose"]], "left_ankle (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.LEFT_ANKLE"]], "left_big_toe (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.LEFT_BIG_TOE"]], "left_ear (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.LEFT_EAR"]], "left_elbow (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.LEFT_ELBOW"]], "left_eye (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.LEFT_EYE"]], "left_heel (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.LEFT_HEEL"]], "left_hip (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.LEFT_HIP"]], "left_knee (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.LEFT_KNEE"]], "left_shoulder (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.LEFT_SHOULDER"]], "left_small_toe (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.LEFT_SMALL_TOE"]], "left_wrist (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.LEFT_WRIST"]], "neck (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.NECK"]], "nose (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.NOSE"]], "op18keypointset (class in imgutils.pose.format)": [[50, "imgutils.pose.format.OP18KeyPointSet"]], "op18_body_max (in module imgutils.pose.format)": [[50, "imgutils.pose.format.OP18_BODY_MAX"]], "op18_body_min (in module imgutils.pose.format)": [[50, "imgutils.pose.format.OP18_BODY_MIN"]], "op18_face_max (in module imgutils.pose.format)": [[50, "imgutils.pose.format.OP18_FACE_MAX"]], "op18_face_min (in module imgutils.pose.format)": [[50, "imgutils.pose.format.OP18_FACE_MIN"]], "op18_left_foot_max (in module imgutils.pose.format)": [[50, "imgutils.pose.format.OP18_LEFT_FOOT_MAX"]], "op18_left_foot_min (in module imgutils.pose.format)": [[50, "imgutils.pose.format.OP18_LEFT_FOOT_MIN"]], "op18_left_hand_max (in module imgutils.pose.format)": [[50, "imgutils.pose.format.OP18_LEFT_HAND_MAX"]], "op18_left_hand_min (in module imgutils.pose.format)": [[50, "imgutils.pose.format.OP18_LEFT_HAND_MIN"]], "op18_right_foot_max (in module imgutils.pose.format)": [[50, "imgutils.pose.format.OP18_RIGHT_FOOT_MAX"]], "op18_right_foot_min (in module imgutils.pose.format)": [[50, "imgutils.pose.format.OP18_RIGHT_FOOT_MIN"]], "op18_right_hand_max (in module imgutils.pose.format)": [[50, "imgutils.pose.format.OP18_RIGHT_HAND_MAX"]], "op18_right_hand_min (in module imgutils.pose.format)": [[50, "imgutils.pose.format.OP18_RIGHT_HAND_MIN"]], "right_ankle (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.RIGHT_ANKLE"]], "right_big_toe (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.RIGHT_BIG_TOE"]], "right_ear (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.RIGHT_EAR"]], "right_elbow (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.RIGHT_ELBOW"]], "right_eye (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.RIGHT_EYE"]], "right_heel (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.RIGHT_HEEL"]], "right_hip (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.RIGHT_HIP"]], "right_knee (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.RIGHT_KNEE"]], "right_shoulder (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.RIGHT_SHOULDER"]], "right_small_toe (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.RIGHT_SMALL_TOE"]], "right_wrist (imgutils.pose.format.openpose18 attribute)": [[50, "imgutils.pose.format.OpenPose18.RIGHT_WRIST"]], "__init__() (imgutils.pose.format.op18keypointset method)": [[50, "imgutils.pose.format.OP18KeyPointSet.__init__"]], "__mul__() (imgutils.pose.format.op18keypointset method)": [[50, "imgutils.pose.format.OP18KeyPointSet.__mul__"]], "__truediv__() (imgutils.pose.format.op18keypointset method)": [[50, "imgutils.pose.format.OP18KeyPointSet.__truediv__"]], "body (imgutils.pose.format.op18keypointset property)": [[50, "imgutils.pose.format.OP18KeyPointSet.body"]], "face (imgutils.pose.format.op18keypointset property)": [[50, "imgutils.pose.format.OP18KeyPointSet.face"]], "imgutils.pose.format": [[50, "module-imgutils.pose.format"]], "left_foot (imgutils.pose.format.op18keypointset property)": [[50, "imgutils.pose.format.OP18KeyPointSet.left_foot"]], "left_hand (imgutils.pose.format.op18keypointset property)": [[50, "imgutils.pose.format.OP18KeyPointSet.left_hand"]], "right_foot (imgutils.pose.format.op18keypointset property)": [[50, "imgutils.pose.format.OP18KeyPointSet.right_foot"]], "right_hand (imgutils.pose.format.op18keypointset property)": [[50, "imgutils.pose.format.OP18KeyPointSet.right_hand"]], "imgutils.pose": [[51, "module-imgutils.pose"]], "imgutils.pose.visual": [[52, "module-imgutils.pose.visual"]], "op18_visualize() (in module imgutils.pose.visual)": [[52, "imgutils.pose.visual.op18_visualize"]], "notparsetarget (class in imgutils.preprocess.base)": [[53, "imgutils.preprocess.base.NotParseTarget"]], "imgutils.preprocess.base": [[53, "module-imgutils.preprocess.base"]], "imgutils.preprocess": [[54, "module-imgutils.preprocess"]], "create_pillow_transforms() (in module imgutils.preprocess.pillow)": [[55, "imgutils.preprocess.pillow.create_pillow_transforms"]], "imgutils.preprocess.pillow": [[55, "module-imgutils.preprocess.pillow"]], "parse_pillow_transforms() (in module imgutils.preprocess.pillow)": [[55, "imgutils.preprocess.pillow.parse_pillow_transforms"]], "register_pillow_parse() (in module imgutils.preprocess.pillow)": [[55, "imgutils.preprocess.pillow.register_pillow_parse"]], "register_pillow_transform() (in module imgutils.preprocess.pillow)": [[55, "imgutils.preprocess.pillow.register_pillow_transform"]], "create_torchvision_transforms() (in module imgutils.preprocess.torchvision)": [[56, "imgutils.preprocess.torchvision.create_torchvision_transforms"]], "imgutils.preprocess.torchvision": [[56, "module-imgutils.preprocess.torchvision"]], "parse_torchvision_transforms() (in module imgutils.preprocess.torchvision)": [[56, "imgutils.preprocess.torchvision.parse_torchvision_transforms"]], "register_torchvision_parse() (in module imgutils.preprocess.torchvision)": [[56, "imgutils.preprocess.torchvision.register_torchvision_parse"]], "register_torchvision_transform() (in module imgutils.preprocess.torchvision)": [[56, "imgutils.preprocess.torchvision.register_torchvision_transform"]], "notprocessortypeerror (class in imgutils.preprocess.transformers)": [[57, "imgutils.preprocess.transformers.NotProcessorTypeError"]], "convert_to_size_dict() (in module imgutils.preprocess.transformers)": [[57, "imgutils.preprocess.transformers.convert_to_size_dict"]], "create_bit_transforms() (in module imgutils.preprocess.transformers)": [[57, "imgutils.preprocess.transformers.create_bit_transforms"]], "create_blip_transforms() (in module imgutils.preprocess.transformers)": [[57, "imgutils.preprocess.transformers.create_blip_transforms"]], "create_clip_transforms() (in module imgutils.preprocess.transformers)": [[57, "imgutils.preprocess.transformers.create_clip_transforms"]], "create_convnext_transforms() (in module imgutils.preprocess.transformers)": [[57, "imgutils.preprocess.transformers.create_convnext_transforms"]], "create_mobilenetv2_transforms() (in module imgutils.preprocess.transformers)": [[57, "imgutils.preprocess.transformers.create_mobilenetv2_transforms"]], "create_siglip_transforms() (in module imgutils.preprocess.transformers)": [[57, "imgutils.preprocess.transformers.create_siglip_transforms"]], "create_transforms_from_bit_processor() (in module imgutils.preprocess.transformers)": [[57, "imgutils.preprocess.transformers.create_transforms_from_bit_processor"]], "create_transforms_from_blip_processor() (in module imgutils.preprocess.transformers)": [[57, "imgutils.preprocess.transformers.create_transforms_from_blip_processor"]], "create_transforms_from_clip_processor() (in module imgutils.preprocess.transformers)": [[57, "imgutils.preprocess.transformers.create_transforms_from_clip_processor"]], "create_transforms_from_convnext_processor() (in module imgutils.preprocess.transformers)": [[57, "imgutils.preprocess.transformers.create_transforms_from_convnext_processor"]], "create_transforms_from_mobilenetv2_processor() (in module imgutils.preprocess.transformers)": [[57, "imgutils.preprocess.transformers.create_transforms_from_mobilenetv2_processor"]], "create_transforms_from_siglip_processor() (in module imgutils.preprocess.transformers)": [[57, "imgutils.preprocess.transformers.create_transforms_from_siglip_processor"]], "create_transforms_from_transformers() (in module imgutils.preprocess.transformers)": [[57, "imgutils.preprocess.transformers.create_transforms_from_transformers"]], "create_transforms_from_vit_processor() (in module imgutils.preprocess.transformers)": [[57, "imgutils.preprocess.transformers.create_transforms_from_vit_processor"]], "create_vit_transforms() (in module imgutils.preprocess.transformers)": [[57, "imgutils.preprocess.transformers.create_vit_transforms"]], "get_size_dict() (in module imgutils.preprocess.transformers)": [[57, "imgutils.preprocess.transformers.get_size_dict"]], "imgutils.preprocess.transformers": [[57, "module-imgutils.preprocess.transformers"]], "is_valid_size_dict() (in module imgutils.preprocess.transformers)": [[57, "imgutils.preprocess.transformers.is_valid_size_dict"]], "register_creators_for_transformers() (in module imgutils.preprocess.transformers)": [[57, "imgutils.preprocess.transformers.register_creators_for_transformers"]], "backgroundimageset (class in imgutils.resource.background)": [[58, "imgutils.resource.background.BackgroundImageSet"]], "__init__() (imgutils.resource.background.backgroundimageset method)": [[58, "imgutils.resource.background.BackgroundImageSet.__init__"]], "get_bg_image() (in module imgutils.resource.background)": [[58, "imgutils.resource.background.get_bg_image"]], "get_bg_image_file() (in module imgutils.resource.background)": [[58, "imgutils.resource.background.get_bg_image_file"]], "get_image() (imgutils.resource.background.backgroundimageset method)": [[58, "imgutils.resource.background.BackgroundImageSet.get_image"]], "get_image_file() (imgutils.resource.background.backgroundimageset method)": [[58, "imgutils.resource.background.BackgroundImageSet.get_image_file"]], "imgutils.resource.background": [[58, "module-imgutils.resource.background"]], "list_bg_image_files() (in module imgutils.resource.background)": [[58, "imgutils.resource.background.list_bg_image_files"]], "list_image_files() (imgutils.resource.background.backgroundimageset method)": [[58, "imgutils.resource.background.BackgroundImageSet.list_image_files"]], "random_bg_image() (in module imgutils.resource.background)": [[58, "imgutils.resource.background.random_bg_image"]], "random_bg_image_file() (in module imgutils.resource.background)": [[58, "imgutils.resource.background.random_bg_image_file"]], "random_image() (imgutils.resource.background.backgroundimageset method)": [[58, "imgutils.resource.background.BackgroundImageSet.random_image"]], "random_image_file() (imgutils.resource.background.backgroundimageset method)": [[58, "imgutils.resource.background.BackgroundImageSet.random_image_file"]], "imgutils.resource": [[59, "module-imgutils.resource"]], "imgutils.restore.adversarial": [[60, "module-imgutils.restore.adversarial"]], "remove_adversarial_noise() (in module imgutils.restore.adversarial)": [[60, "imgutils.restore.adversarial.remove_adversarial_noise"]], "imgutils.restore": [[61, "module-imgutils.restore"]], "imgutils.restore.nafnet": [[62, "module-imgutils.restore.nafnet"]], "restore_with_nafnet() (in module imgutils.restore.nafnet)": [[62, "imgutils.restore.nafnet.restore_with_nafnet"]], "imgutils.restore.scunet": [[63, "module-imgutils.restore.scunet"]], "restore_with_scunet() (in module imgutils.restore.scunet)": [[63, "imgutils.restore.scunet.restore_with_scunet"]], "imgutils.sd": [[64, "module-imgutils.sd"]], "sdmetadata (class in imgutils.sd.metadata)": [[65, "imgutils.sd.metadata.SDMetaData"]], "__str__() (imgutils.sd.metadata.sdmetadata method)": [[65, "imgutils.sd.metadata.SDMetaData.__str__"]], "get_sdmeta_from_image() (in module imgutils.sd.metadata)": [[65, "imgutils.sd.metadata.get_sdmeta_from_image"]], "imgutils.sd.metadata": [[65, "module-imgutils.sd.metadata"]], "parse_sdmeta_from_text() (in module imgutils.sd.metadata)": [[65, "imgutils.sd.metadata.parse_sdmeta_from_text"]], "pnginfo (imgutils.sd.metadata.sdmetadata property)": [[65, "imgutils.sd.metadata.SDMetaData.pnginfo"]], "save_image_with_sdmeta() (in module imgutils.sd.metadata)": [[65, "imgutils.sd.metadata.save_image_with_sdmeta"]], "text (imgutils.sd.metadata.sdmetadata property)": [[65, "imgutils.sd.metadata.SDMetaData.text"]], "imgutils.sd.model": [[66, "module-imgutils.sd.model"]], "read_metadata() (in module imgutils.sd.model)": [[66, "imgutils.sd.model.read_metadata"]], "save_with_metadata() (in module imgutils.sd.model)": [[66, "imgutils.sd.model.save_with_metadata"]], "naimetadata (class in imgutils.sd.nai)": [[67, "imgutils.sd.nai.NAIMetaData"], [67, "imgutils.sd.nai.NAIMetadata"]], "__init__() (imgutils.sd.nai.naimetadata method)": [[67, "imgutils.sd.nai.NAIMetaData.__init__"]], "add_naimeta_to_image() (in module imgutils.sd.nai)": [[67, "imgutils.sd.nai.add_naimeta_to_image"]], "get_naimeta_from_image() (in module imgutils.sd.nai)": [[67, "imgutils.sd.nai.get_naimeta_from_image"]], "imgutils.sd.nai": [[67, "module-imgutils.sd.nai"]], "pnginfo (imgutils.sd.nai.naimetadata property)": [[67, "imgutils.sd.nai.NAIMetaData.pnginfo"]], "save_image_with_naimeta() (in module imgutils.sd.nai)": [[67, "imgutils.sd.nai.save_image_with_naimeta"]], "imgutils.segment": [[68, "module-imgutils.segment"]], "get_isnetis_mask() (in module imgutils.segment.isnetis)": [[69, "imgutils.segment.isnetis.get_isnetis_mask"]], "imgutils.segment.isnetis": [[69, "module-imgutils.segment.isnetis"]], "segment_rgba_with_isnetis() (in module imgutils.segment.isnetis)": [[69, "imgutils.segment.isnetis.segment_rgba_with_isnetis"]], "segment_with_isnetis() (in module imgutils.segment.isnetis)": [[69, "imgutils.segment.isnetis.segment_with_isnetis"]], "drop_blacklisted_tags() (in module imgutils.tagging.blacklist)": [[70, "imgutils.tagging.blacklist.drop_blacklisted_tags"]], "imgutils.tagging.blacklist": [[70, "module-imgutils.tagging.blacklist"]], "is_blacklisted() (in module imgutils.tagging.blacklist)": [[70, "imgutils.tagging.blacklist.is_blacklisted"]], "char_prefixes (in module imgutils.tagging.character)": [[71, "imgutils.tagging.character.CHAR_PREFIXES"]], "char_suffixes (in module imgutils.tagging.character)": [[71, "imgutils.tagging.character.CHAR_SUFFIXES"]], "char_whitelist_prefix (in module imgutils.tagging.character)": [[71, "imgutils.tagging.character.CHAR_WHITELIST_PREFIX"]], "char_whitelist_suffix (in module imgutils.tagging.character)": [[71, "imgutils.tagging.character.CHAR_WHITELIST_SUFFIX"]], "char_whitelist_word (in module imgutils.tagging.character)": [[71, "imgutils.tagging.character.CHAR_WHITELIST_WORD"]], "charactertagpool (class in imgutils.tagging.character)": [[71, "imgutils.tagging.character.CharacterTagPool"]], "__init__() (imgutils.tagging.character.charactertagpool method)": [[71, "imgutils.tagging.character.CharacterTagPool.__init__"]], "drop_basic_character_tags() (imgutils.tagging.character.charactertagpool method)": [[71, "imgutils.tagging.character.CharacterTagPool.drop_basic_character_tags"]], "drop_basic_character_tags() (in module imgutils.tagging.character)": [[71, "imgutils.tagging.character.drop_basic_character_tags"]], "imgutils.tagging.character": [[71, "module-imgutils.tagging.character"]], "is_basic_character_tag() (imgutils.tagging.character.charactertagpool method)": [[71, "imgutils.tagging.character.CharacterTagPool.is_basic_character_tag"]], "is_basic_character_tag() (in module imgutils.tagging.character)": [[71, "imgutils.tagging.character.is_basic_character_tag"]], "get_deepdanbooru_tags() (in module imgutils.tagging.deepdanbooru)": [[72, "imgutils.tagging.deepdanbooru.get_deepdanbooru_tags"]], "imgutils.tagging.deepdanbooru": [[72, "module-imgutils.tagging.deepdanbooru"]], "get_deepgelbooru_tags() (in module imgutils.tagging.deepgelbooru)": [[73, "imgutils.tagging.deepgelbooru.get_deepgelbooru_tags"]], "imgutils.tagging.deepgelbooru": [[73, "module-imgutils.tagging.deepgelbooru"]], "add_underline() (in module imgutils.tagging.format)": [[74, "imgutils.tagging.format.add_underline"]], "imgutils.tagging.format": [[74, "module-imgutils.tagging.format"]], "remove_underline() (in module imgutils.tagging.format)": [[74, "imgutils.tagging.format.remove_underline"]], "tags_to_text() (in module imgutils.tagging.format)": [[74, "imgutils.tagging.format.tags_to_text"]], "imgutils.tagging": [[75, "module-imgutils.tagging"]], "imgutils.tagging.match": [[76, "module-imgutils.tagging.match"]], "tag_match_full() (in module imgutils.tagging.match)": [[76, "imgutils.tagging.match.tag_match_full"]], "tag_match_prefix() (in module imgutils.tagging.match)": [[76, "imgutils.tagging.match.tag_match_prefix"]], "tag_match_suffix() (in module imgutils.tagging.match)": [[76, "imgutils.tagging.match.tag_match_suffix"]], "get_mldanbooru_tags() (in module imgutils.tagging.mldanbooru)": [[77, "imgutils.tagging.mldanbooru.get_mldanbooru_tags"]], "imgutils.tagging.mldanbooru": [[77, "module-imgutils.tagging.mldanbooru"]], "imgutils.tagging.order": [[78, "module-imgutils.tagging.order"]], "sort_tags() (in module imgutils.tagging.order)": [[78, "imgutils.tagging.order.sort_tags"]], "drop_overlap_tags() (in module imgutils.tagging.overlap)": [[79, "imgutils.tagging.overlap.drop_overlap_tags"]], "imgutils.tagging.overlap": [[79, "module-imgutils.tagging.overlap"]], "convert_wd14_emb_to_prediction() (in module imgutils.tagging.wd14)": [[80, "imgutils.tagging.wd14.convert_wd14_emb_to_prediction"]], "denormalize_wd14_emb() (in module imgutils.tagging.wd14)": [[80, "imgutils.tagging.wd14.denormalize_wd14_emb"]], "get_wd14_tags() (in module imgutils.tagging.wd14)": [[80, "imgutils.tagging.wd14.get_wd14_tags"]], "imgutils.tagging.wd14": [[80, "module-imgutils.tagging.wd14"]], "imgutils.upscale.cdc": [[81, "module-imgutils.upscale.cdc"]], "upscale_with_cdc() (in module imgutils.upscale.cdc)": [[81, "imgutils.upscale.cdc.upscale_with_cdc"]], "imgutils.upscale": [[82, "module-imgutils.upscale"]], "imgutils.utils.cache": [[83, "module-imgutils.utils.cache"]], "ts_lru_cache() (in module imgutils.utils.cache)": [[83, "imgutils.utils.cache.ts_lru_cache"]], "imgutils.utils.func": [[84, "module-imgutils.utils.func"]], "sigmoid() (in module imgutils.utils.func)": [[84, "imgutils.utils.func.sigmoid"]], "imgutils.utils": [[85, "module-imgutils.utils"]], "get_onnx_provider() (in module imgutils.utils.onnxruntime)": [[86, "imgutils.utils.onnxruntime.get_onnx_provider"]], "imgutils.utils.onnxruntime": [[86, "module-imgutils.utils.onnxruntime"]], "open_onnx_model() (in module imgutils.utils.onnxruntime)": [[86, "imgutils.utils.onnxruntime.open_onnx_model"]], "get_ai_created_score() (in module imgutils.validate.aicheck)": [[87, "imgutils.validate.aicheck.get_ai_created_score"]], "imgutils.validate.aicheck": [[87, "module-imgutils.validate.aicheck"]], "is_ai_created() (in module imgutils.validate.aicheck)": [[87, "imgutils.validate.aicheck.is_ai_created"]], "anime_bangumi_char() (in module imgutils.validate.bangumi_char)": [[88, "imgutils.validate.bangumi_char.anime_bangumi_char"]], "anime_bangumi_char_score() (in module imgutils.validate.bangumi_char)": [[88, "imgutils.validate.bangumi_char.anime_bangumi_char_score"]], "imgutils.validate.bangumi_char": [[88, "module-imgutils.validate.bangumi_char"]], "anime_classify() (in module imgutils.validate.classify)": [[89, "imgutils.validate.classify.anime_classify"]], "anime_classify_score() (in module imgutils.validate.classify)": [[89, "imgutils.validate.classify.anime_classify_score"]], "imgutils.validate.classify": [[89, "module-imgutils.validate.classify"]], "imgutils.validate.color": [[90, "module-imgutils.validate.color"]], "is_greyscale() (in module imgutils.validate.color)": [[90, "imgutils.validate.color.is_greyscale"]], "anime_completeness() (in module imgutils.validate.completeness)": [[91, "imgutils.validate.completeness.anime_completeness"]], "anime_completeness_score() (in module imgutils.validate.completeness)": [[91, "imgutils.validate.completeness.anime_completeness_score"]], "imgutils.validate.completeness": [[91, "module-imgutils.validate.completeness"]], "anime_dbrating() (in module imgutils.validate.dbrating)": [[92, "imgutils.validate.dbrating.anime_dbrating"]], "anime_dbrating_score() (in module imgutils.validate.dbrating)": [[92, "imgutils.validate.dbrating.anime_dbrating_score"]], "imgutils.validate.dbrating": [[92, "module-imgutils.validate.dbrating"]], "anime_furry() (in module imgutils.validate.furry)": [[93, "imgutils.validate.furry.anime_furry"]], "anime_furry_score() (in module imgutils.validate.furry)": [[93, "imgutils.validate.furry.anime_furry_score"]], "imgutils.validate.furry": [[93, "module-imgutils.validate.furry"]], "imgutils.validate": [[94, "module-imgutils.validate"]], "get_monochrome_score() (in module imgutils.validate.monochrome)": [[95, "imgutils.validate.monochrome.get_monochrome_score"]], "imgutils.validate.monochrome": [[95, "module-imgutils.validate.monochrome"]], "is_monochrome() (in module imgutils.validate.monochrome)": [[95, "imgutils.validate.monochrome.is_monochrome"]], "imgutils.validate.nsfw": [[96, "module-imgutils.validate.nsfw"]], "nsfw_pred() (in module imgutils.validate.nsfw)": [[96, "imgutils.validate.nsfw.nsfw_pred"]], "nsfw_pred_score() (in module imgutils.validate.nsfw)": [[96, "imgutils.validate.nsfw.nsfw_pred_score"]], "anime_portrait() (in module imgutils.validate.portrait)": [[97, "imgutils.validate.portrait.anime_portrait"]], "anime_portrait_score() (in module imgutils.validate.portrait)": [[97, "imgutils.validate.portrait.anime_portrait_score"]], "imgutils.validate.portrait": [[97, "module-imgutils.validate.portrait"]], "anime_rating() (in module imgutils.validate.rating)": [[98, "imgutils.validate.rating.anime_rating"]], "anime_rating_score() (in module imgutils.validate.rating)": [[98, "imgutils.validate.rating.anime_rating_score"]], "imgutils.validate.rating": [[98, "module-imgutils.validate.rating"]], "anime_real() (in module imgutils.validate.real)": [[99, "imgutils.validate.real.anime_real"]], "anime_real_score() (in module imgutils.validate.real)": [[99, "imgutils.validate.real.anime_real_score"]], "imgutils.validate.real": [[99, "module-imgutils.validate.real"]], "imgutils.validate.safe": [[100, "module-imgutils.validate.safe"]], "safe_check() (in module imgutils.validate.safe)": [[100, "imgutils.validate.safe.safe_check"]], "safe_check_score() (in module imgutils.validate.safe)": [[100, "imgutils.validate.safe.safe_check_score"]], "anime_style_age() (in module imgutils.validate.style_age)": [[101, "imgutils.validate.style_age.anime_style_age"]], "anime_style_age_score() (in module imgutils.validate.style_age)": [[101, "imgutils.validate.style_age.anime_style_age_score"]], "imgutils.validate.style_age": [[101, "module-imgutils.validate.style_age"]], "anime_teen() (in module imgutils.validate.teen)": [[102, "imgutils.validate.teen.anime_teen"]], "anime_teen_score() (in module imgutils.validate.teen)": [[102, "imgutils.validate.teen.anime_teen_score"]], "imgutils.validate.teen": [[102, "module-imgutils.validate.teen"]], "imgutils.validate.truncate": [[103, "module-imgutils.validate.truncate"]], "is_truncated_file() (in module imgutils.validate.truncate)": [[103, "imgutils.validate.truncate.is_truncated_file"]]}}) \ No newline at end of file diff --git a/v0.13.0/.buildinfo b/v0.13.0/.buildinfo index 1df0ad5561c476c682d8912e3dc34a5ca034b88f..c02840495ad860286958547d9eedaf56fe530ee3 100644 --- a/v0.13.0/.buildinfo +++ b/v0.13.0/.buildinfo @@ -1,4 +1,4 @@ # Sphinx build info version 1 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done. -config: 28038f508ec5f675ec405eabfd24650f +config: 2b92dc7e5725989a2c15c0d5457a3d89 tags: 645f666f9bcd5a90fca523b33c5a78b7 diff --git a/v0.13.0/.doctrees/api_doc/ascii/drawing.doctree b/v0.13.0/.doctrees/api_doc/ascii/drawing.doctree index 9c667e60439a259f10f24a1a0f3d602083c4191e..ff2bb42e001baaff1b96ed0a879f847d17db6d22 100644 Binary files a/v0.13.0/.doctrees/api_doc/ascii/drawing.doctree and b/v0.13.0/.doctrees/api_doc/ascii/drawing.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/ascii/index.doctree b/v0.13.0/.doctrees/api_doc/ascii/index.doctree index 0fb726c4284706f79aec8f1c686a0582706f18da..4d4b9721366a8f495a18f5a5704925955bcb870d 100644 Binary files a/v0.13.0/.doctrees/api_doc/ascii/index.doctree and b/v0.13.0/.doctrees/api_doc/ascii/index.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/config/index.doctree b/v0.13.0/.doctrees/api_doc/config/index.doctree index 9f459cbf99c79d09ba0b592217d8a1cf3b659ec1..04696e9037e4ddd85d77f328c556d83339b6160f 100644 Binary files a/v0.13.0/.doctrees/api_doc/config/index.doctree and b/v0.13.0/.doctrees/api_doc/config/index.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/config/meta.doctree b/v0.13.0/.doctrees/api_doc/config/meta.doctree index 3c068c614294e9449caea508c6cc6be70d8e441c..b4749f16f0926e982ddd2a56ab85d4d196170738 100644 Binary files a/v0.13.0/.doctrees/api_doc/config/meta.doctree and b/v0.13.0/.doctrees/api_doc/config/meta.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/data/background.doctree b/v0.13.0/.doctrees/api_doc/data/background.doctree index c3dfb27502c37b42f60e28d51eef602fc04c146a..facd62d2bfb4579b82067a5ef7f0538f6d8ed1a3 100644 Binary files a/v0.13.0/.doctrees/api_doc/data/background.doctree and b/v0.13.0/.doctrees/api_doc/data/background.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/data/blob.doctree b/v0.13.0/.doctrees/api_doc/data/blob.doctree index 088a64ecbac3c4f7cd2c4145b22fb0ad686829ea..e325694fc58a255ddc60e80d94317be2220edeb9 100644 Binary files a/v0.13.0/.doctrees/api_doc/data/blob.doctree and b/v0.13.0/.doctrees/api_doc/data/blob.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/data/decode.doctree b/v0.13.0/.doctrees/api_doc/data/decode.doctree index 4941ffc760d6e0a309bef4c85fd67c603ec902b5..6662e7212210c35cdd4ef3f7bab97a53e0b9bc9c 100644 Binary files a/v0.13.0/.doctrees/api_doc/data/decode.doctree and b/v0.13.0/.doctrees/api_doc/data/decode.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/data/encode.doctree b/v0.13.0/.doctrees/api_doc/data/encode.doctree index 12be96c721781fb1c551e2a973ac31a7854797b3..ae56369b84ff9c464e4bca8b327a3036ca9a927a 100644 Binary files a/v0.13.0/.doctrees/api_doc/data/encode.doctree and b/v0.13.0/.doctrees/api_doc/data/encode.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/data/image.doctree b/v0.13.0/.doctrees/api_doc/data/image.doctree index 1f25f7424a24884447c3fffa23b0f27bc7e992cd..6770b0624aa3adb906dc4a9bdb8f379142e0cf41 100644 Binary files a/v0.13.0/.doctrees/api_doc/data/image.doctree and b/v0.13.0/.doctrees/api_doc/data/image.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/data/index.doctree b/v0.13.0/.doctrees/api_doc/data/index.doctree index d7c323baa8ebf29df446db22756a0b11ae9a22d6..8b03360a47dbfbe7ba6fe8aecc9b29be01b2e28a 100644 Binary files a/v0.13.0/.doctrees/api_doc/data/index.doctree and b/v0.13.0/.doctrees/api_doc/data/index.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/data/layer.doctree b/v0.13.0/.doctrees/api_doc/data/layer.doctree index 25d0adb75d97563f39c188b9513e188318d4483f..ee363e4b3c1eb92c730fe6a1898f7da92a36c4eb 100644 Binary files a/v0.13.0/.doctrees/api_doc/data/layer.doctree and b/v0.13.0/.doctrees/api_doc/data/layer.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/detect/booru_yolo.doctree b/v0.13.0/.doctrees/api_doc/detect/booru_yolo.doctree index d848c803ed57130cef8c936403fd7f297902f890..45434f174e27c0f2213b36b602c319238629f1f9 100644 Binary files a/v0.13.0/.doctrees/api_doc/detect/booru_yolo.doctree and b/v0.13.0/.doctrees/api_doc/detect/booru_yolo.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/detect/censor.doctree b/v0.13.0/.doctrees/api_doc/detect/censor.doctree index e613b55b1bf4bdf2b9f0d126130dd4b587256734..2808aa0406a2ce0548410d654c28703fc134de9b 100644 Binary files a/v0.13.0/.doctrees/api_doc/detect/censor.doctree and b/v0.13.0/.doctrees/api_doc/detect/censor.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/detect/eye.doctree b/v0.13.0/.doctrees/api_doc/detect/eye.doctree index dedb4483d1d3fbc607de8835536e6c21ae483139..bdd0d5c60ef2f50fbf1789352e0dc718f2f1e04f 100644 Binary files a/v0.13.0/.doctrees/api_doc/detect/eye.doctree and b/v0.13.0/.doctrees/api_doc/detect/eye.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/detect/face.doctree b/v0.13.0/.doctrees/api_doc/detect/face.doctree index 709eeb1be4fab3f8ccb9e5cfea95a13f1771627b..c8bd079d44c81951d0732e721c39e761bd5eca40 100644 Binary files a/v0.13.0/.doctrees/api_doc/detect/face.doctree and b/v0.13.0/.doctrees/api_doc/detect/face.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/detect/halfbody.doctree b/v0.13.0/.doctrees/api_doc/detect/halfbody.doctree index 1ea0e7f5037fadd09aacb71cb10befb7927afa93..c958f6a8b9b8a40188e372528d2f44df364b1988 100644 Binary files a/v0.13.0/.doctrees/api_doc/detect/halfbody.doctree and b/v0.13.0/.doctrees/api_doc/detect/halfbody.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/detect/hand.doctree b/v0.13.0/.doctrees/api_doc/detect/hand.doctree index c62a98ecbbe8f3220587b540d4998581464500b3..a7c49878ee21ddbca32ae1dbe2cb4cccaa943150 100644 Binary files a/v0.13.0/.doctrees/api_doc/detect/hand.doctree and b/v0.13.0/.doctrees/api_doc/detect/hand.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/detect/head.doctree b/v0.13.0/.doctrees/api_doc/detect/head.doctree index da7290f8986745986cfbb06304ebe20700803263..9823bfa86b26ae608882f1f8bd6e2d5654e1d9bd 100644 Binary files a/v0.13.0/.doctrees/api_doc/detect/head.doctree and b/v0.13.0/.doctrees/api_doc/detect/head.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/detect/index.doctree b/v0.13.0/.doctrees/api_doc/detect/index.doctree index a63874bcac3a007b7026c8c06cb00ba3ff3e5a82..c3e527284f74e231f3c36ee0ebc691128a5b8da7 100644 Binary files a/v0.13.0/.doctrees/api_doc/detect/index.doctree and b/v0.13.0/.doctrees/api_doc/detect/index.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/detect/nudenet.doctree b/v0.13.0/.doctrees/api_doc/detect/nudenet.doctree index cd4237bd65d04b2a51bbdb97c1eeb3d03bc3a43d..a92f33d7b50099d1623273aff7929509a7e8dbbb 100644 Binary files a/v0.13.0/.doctrees/api_doc/detect/nudenet.doctree and b/v0.13.0/.doctrees/api_doc/detect/nudenet.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/detect/person.doctree b/v0.13.0/.doctrees/api_doc/detect/person.doctree index a5456f8ee7fb213851e1c0a0a6c4af8ffd16ca3b..0ba459e295e2ca64ac2f67595279ede005a12d74 100644 Binary files a/v0.13.0/.doctrees/api_doc/detect/person.doctree and b/v0.13.0/.doctrees/api_doc/detect/person.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/detect/similarity.doctree b/v0.13.0/.doctrees/api_doc/detect/similarity.doctree index b67d28d68f17fc73d1592db2bec7e667d2dafa8e..f7cde3fed67a257114c547863d2d68005e34a340 100644 Binary files a/v0.13.0/.doctrees/api_doc/detect/similarity.doctree and b/v0.13.0/.doctrees/api_doc/detect/similarity.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/detect/text.doctree b/v0.13.0/.doctrees/api_doc/detect/text.doctree index 8167fe28f1f491486d0e148f62002286ba79d88b..275a94b5ccf48504a3d6bc6bd6136adfe7489baa 100644 Binary files a/v0.13.0/.doctrees/api_doc/detect/text.doctree and b/v0.13.0/.doctrees/api_doc/detect/text.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/detect/visual.doctree b/v0.13.0/.doctrees/api_doc/detect/visual.doctree index cc81c72893b150b6bc12dffce76ae37a21672294..e65477f8db5720aa33eca78ff20dfef4574525d5 100644 Binary files a/v0.13.0/.doctrees/api_doc/detect/visual.doctree and b/v0.13.0/.doctrees/api_doc/detect/visual.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/edge/canny.doctree b/v0.13.0/.doctrees/api_doc/edge/canny.doctree index d4aa7bfc675ebb7448d82fe0b3ebcad2e29e7afe..b7552b84fd5cb6f75f4cd89aea857b7c6e9e7de3 100644 Binary files a/v0.13.0/.doctrees/api_doc/edge/canny.doctree and b/v0.13.0/.doctrees/api_doc/edge/canny.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/edge/index.doctree b/v0.13.0/.doctrees/api_doc/edge/index.doctree index bcd8aebb936f5fd717f0adc1a174f27aab7c1de1..afef6f4b7aa69cfc3c919e952bc9b1694c1b3cab 100644 Binary files a/v0.13.0/.doctrees/api_doc/edge/index.doctree and b/v0.13.0/.doctrees/api_doc/edge/index.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/edge/lineart.doctree b/v0.13.0/.doctrees/api_doc/edge/lineart.doctree index 758c7a452143c78800f0116f5dea9c018ee95ef2..38c99f10851b276b979abc363dc8531fb241a659 100644 Binary files a/v0.13.0/.doctrees/api_doc/edge/lineart.doctree and b/v0.13.0/.doctrees/api_doc/edge/lineart.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/edge/lineart_anime.doctree b/v0.13.0/.doctrees/api_doc/edge/lineart_anime.doctree index 37691460a78dd6d440ea5a053aaeed0d65d87cba..cfcc346fb67feb399301fadc36ce90a56bd7074c 100644 Binary files a/v0.13.0/.doctrees/api_doc/edge/lineart_anime.doctree and b/v0.13.0/.doctrees/api_doc/edge/lineart_anime.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/generic/classify.doctree b/v0.13.0/.doctrees/api_doc/generic/classify.doctree index b3d1d125169210aa49ff7c4c83eccfc120823bbc..ed799a07d0c921a155afdf72c2e9b3e026e1fd42 100644 Binary files a/v0.13.0/.doctrees/api_doc/generic/classify.doctree and b/v0.13.0/.doctrees/api_doc/generic/classify.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/generic/clip.doctree b/v0.13.0/.doctrees/api_doc/generic/clip.doctree index a90cf9b7bb5db47926c95401d699f7b0ce4b3e43..3e04caca44cf8c61f336af6e2f134c2d1a61c5b1 100644 Binary files a/v0.13.0/.doctrees/api_doc/generic/clip.doctree and b/v0.13.0/.doctrees/api_doc/generic/clip.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/generic/enhance.doctree b/v0.13.0/.doctrees/api_doc/generic/enhance.doctree index 266e5c620f06788753e6b76d4b1469a85548bf3f..f8be685de6e95b749aa1b1fe5d28013d4953b679 100644 Binary files a/v0.13.0/.doctrees/api_doc/generic/enhance.doctree and b/v0.13.0/.doctrees/api_doc/generic/enhance.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/generic/index.doctree b/v0.13.0/.doctrees/api_doc/generic/index.doctree index 2f2531a6cc6f7612296b4c2591de563a79f6f3b6..1ddb53d2d7b3e45d8b7e7f9035c9b584d13b8c98 100644 Binary files a/v0.13.0/.doctrees/api_doc/generic/index.doctree and b/v0.13.0/.doctrees/api_doc/generic/index.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/generic/siglip.doctree b/v0.13.0/.doctrees/api_doc/generic/siglip.doctree index 917f98cf11b31d4d65ebe4abdece00213dc47423..686673b6bde86c9c82eff34969e2408c43d00a2e 100644 Binary files a/v0.13.0/.doctrees/api_doc/generic/siglip.doctree and b/v0.13.0/.doctrees/api_doc/generic/siglip.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/generic/yolo.doctree b/v0.13.0/.doctrees/api_doc/generic/yolo.doctree index 76c95a570796519a67c53a81eb4170225ccf7b55..144bfcd76cce5482e494750dadbe00bb41c3ac62 100644 Binary files a/v0.13.0/.doctrees/api_doc/generic/yolo.doctree and b/v0.13.0/.doctrees/api_doc/generic/yolo.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/metadata/geninfo.doctree b/v0.13.0/.doctrees/api_doc/metadata/geninfo.doctree index 9a32852f1e9a679acc2250a3c7c537f6df59afb3..1156fcc55e42afa85fed5a1d70c83919f4b17fc3 100644 Binary files a/v0.13.0/.doctrees/api_doc/metadata/geninfo.doctree and b/v0.13.0/.doctrees/api_doc/metadata/geninfo.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/metadata/index.doctree b/v0.13.0/.doctrees/api_doc/metadata/index.doctree index a8552691b5420266207a7d2cfe1ec3b4b3495c55..bfc76551b2b6e3f54bf960351bdf434834e9029a 100644 Binary files a/v0.13.0/.doctrees/api_doc/metadata/index.doctree and b/v0.13.0/.doctrees/api_doc/metadata/index.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/metadata/lsb.doctree b/v0.13.0/.doctrees/api_doc/metadata/lsb.doctree index 5e228add29148c467b0407e2509a0bb7af68254f..9dfd5e1f4086edb9976eb42a3ddd0bd23cab6d3c 100644 Binary files a/v0.13.0/.doctrees/api_doc/metadata/lsb.doctree and b/v0.13.0/.doctrees/api_doc/metadata/lsb.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/metrics/aesthetic.doctree b/v0.13.0/.doctrees/api_doc/metrics/aesthetic.doctree index ff400ba23c7b98bf45c73be1271b64cf6588ac1f..8b47accff60d9cb4d8b4b919266798cbe74c39cb 100644 Binary files a/v0.13.0/.doctrees/api_doc/metrics/aesthetic.doctree and b/v0.13.0/.doctrees/api_doc/metrics/aesthetic.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/metrics/ccip.doctree b/v0.13.0/.doctrees/api_doc/metrics/ccip.doctree index a36cedf8bbe628f3ad646f4d23f22a3138fd4ac7..441b604914d7551a0cc77c535708b14259055e50 100644 Binary files a/v0.13.0/.doctrees/api_doc/metrics/ccip.doctree and b/v0.13.0/.doctrees/api_doc/metrics/ccip.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/metrics/dbaesthetic.doctree b/v0.13.0/.doctrees/api_doc/metrics/dbaesthetic.doctree index 55a6d029dd13cc8b7608b68bb4b1f122f66a67a5..00c82c4db7ecaf3212f6e7ae0e9fec4ded6112e2 100644 Binary files a/v0.13.0/.doctrees/api_doc/metrics/dbaesthetic.doctree and b/v0.13.0/.doctrees/api_doc/metrics/dbaesthetic.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/metrics/index.doctree b/v0.13.0/.doctrees/api_doc/metrics/index.doctree index 102d0ff9ea1dde2289acbbc1be63f7610a2d0186..4ebef4bd3c20cba22567cbeb2d19defe51b27b4c 100644 Binary files a/v0.13.0/.doctrees/api_doc/metrics/index.doctree and b/v0.13.0/.doctrees/api_doc/metrics/index.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/metrics/laplacian.doctree b/v0.13.0/.doctrees/api_doc/metrics/laplacian.doctree index cb7c5bad05b13ed928b1848176ba737bd93ff2f8..4432921915cc8b74df2b60e6018b9630966acbba 100644 Binary files a/v0.13.0/.doctrees/api_doc/metrics/laplacian.doctree and b/v0.13.0/.doctrees/api_doc/metrics/laplacian.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/metrics/lpips.doctree b/v0.13.0/.doctrees/api_doc/metrics/lpips.doctree index e8cc125e31fd1fc86da9e57214c2ff95faaf0ad1..715045283c6c9ecc80813a8518114b76ca26306d 100644 Binary files a/v0.13.0/.doctrees/api_doc/metrics/lpips.doctree and b/v0.13.0/.doctrees/api_doc/metrics/lpips.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/metrics/psnr_.doctree b/v0.13.0/.doctrees/api_doc/metrics/psnr_.doctree index af887baa2533b2d3d40a36724bd209da41d0a1ec..beb2c87f7055a3968d58b429b88fa67aaf2097ed 100644 Binary files a/v0.13.0/.doctrees/api_doc/metrics/psnr_.doctree and b/v0.13.0/.doctrees/api_doc/metrics/psnr_.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/ocr/index.doctree b/v0.13.0/.doctrees/api_doc/ocr/index.doctree index 6dfcbdb7b94e56c9841cc8e0d71b1bc741c5344c..ea0003aa744132e7d6300f6bdd887ffc4a5939c1 100644 Binary files a/v0.13.0/.doctrees/api_doc/ocr/index.doctree and b/v0.13.0/.doctrees/api_doc/ocr/index.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/operate/align.doctree b/v0.13.0/.doctrees/api_doc/operate/align.doctree index 26d6e77f171b3b8113ba5a65c48245f23e204e30..7ed653664ec7c1d7ec9c345e25bee7391d49ffd3 100644 Binary files a/v0.13.0/.doctrees/api_doc/operate/align.doctree and b/v0.13.0/.doctrees/api_doc/operate/align.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/operate/censor.doctree b/v0.13.0/.doctrees/api_doc/operate/censor.doctree index ecd34ef44a442badcfdee6ae8c735d05299d19af..dccfe1c1afede8dcf1090e15f4503bd499927728 100644 Binary files a/v0.13.0/.doctrees/api_doc/operate/censor.doctree and b/v0.13.0/.doctrees/api_doc/operate/censor.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/operate/imgcensor.doctree b/v0.13.0/.doctrees/api_doc/operate/imgcensor.doctree index 2fe1fc3d26b791a8f6d4363cec8bc04316666d65..b8e99187eb2127f3881cb3752a2d61d2731bd4dc 100644 Binary files a/v0.13.0/.doctrees/api_doc/operate/imgcensor.doctree and b/v0.13.0/.doctrees/api_doc/operate/imgcensor.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/operate/index.doctree b/v0.13.0/.doctrees/api_doc/operate/index.doctree index 2d5f4c303f0f94f9c728fd1de926abfc10706fed..a7ac75442285824674db0316f38c44b1e97b4e1b 100644 Binary files a/v0.13.0/.doctrees/api_doc/operate/index.doctree and b/v0.13.0/.doctrees/api_doc/operate/index.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/operate/squeeze.doctree b/v0.13.0/.doctrees/api_doc/operate/squeeze.doctree index 26f8b1b67065a73a29e8584c3d486cbd94515d8c..2e3e3274b19e5235d0ffe71bcb7f2e4903491ab7 100644 Binary files a/v0.13.0/.doctrees/api_doc/operate/squeeze.doctree and b/v0.13.0/.doctrees/api_doc/operate/squeeze.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/pose/dwpose.doctree b/v0.13.0/.doctrees/api_doc/pose/dwpose.doctree index e9b90c6ff1ab2865e959ff090e228621a4aeb9d5..975520d9c9bf54e1a87a41cd33e43d39345e95a3 100644 Binary files a/v0.13.0/.doctrees/api_doc/pose/dwpose.doctree and b/v0.13.0/.doctrees/api_doc/pose/dwpose.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/pose/format.doctree b/v0.13.0/.doctrees/api_doc/pose/format.doctree index 5bbddffdf261b5934695a508f173e80e950802f1..35ba12e65783d1650c3320b387ceb33565a2eb64 100644 Binary files a/v0.13.0/.doctrees/api_doc/pose/format.doctree and b/v0.13.0/.doctrees/api_doc/pose/format.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/pose/index.doctree b/v0.13.0/.doctrees/api_doc/pose/index.doctree index 89c5d6ce6bb0905c2c5a1008bea2e8c48f03ed26..67519c7f3961affc688a626cc515db4d979a07fc 100644 Binary files a/v0.13.0/.doctrees/api_doc/pose/index.doctree and b/v0.13.0/.doctrees/api_doc/pose/index.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/pose/visual.doctree b/v0.13.0/.doctrees/api_doc/pose/visual.doctree index c5f690271fff69e628ee6117d9c4452501201cb5..b6ba44c22676ce80449f56011207540d13b705b9 100644 Binary files a/v0.13.0/.doctrees/api_doc/pose/visual.doctree and b/v0.13.0/.doctrees/api_doc/pose/visual.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/preprocess/base.doctree b/v0.13.0/.doctrees/api_doc/preprocess/base.doctree index 0ed3bfd0b232691463d82136ef14191053feb436..ca8d796705644b673b7dbbfe172dab763b29edc5 100644 Binary files a/v0.13.0/.doctrees/api_doc/preprocess/base.doctree and b/v0.13.0/.doctrees/api_doc/preprocess/base.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/preprocess/index.doctree b/v0.13.0/.doctrees/api_doc/preprocess/index.doctree index 27f0c0db226e380d851f4c5f0b5601be86929268..bfabe79b5d807ad6ecf628b5b169a2f977dd016b 100644 Binary files a/v0.13.0/.doctrees/api_doc/preprocess/index.doctree and b/v0.13.0/.doctrees/api_doc/preprocess/index.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/preprocess/pillow.doctree b/v0.13.0/.doctrees/api_doc/preprocess/pillow.doctree index 9431ea2f7a19024ebee483e2cc10539c404539a3..6a6c1374209515d5c9cb1be8a558af9ee78cdf21 100644 Binary files a/v0.13.0/.doctrees/api_doc/preprocess/pillow.doctree and b/v0.13.0/.doctrees/api_doc/preprocess/pillow.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/preprocess/torchvision.doctree b/v0.13.0/.doctrees/api_doc/preprocess/torchvision.doctree index 31ca01a42842306e9444bbc09e01dc3d1eec2e8c..78a6f135dc45ee1fdf5fbd074d003ba46c33735e 100644 Binary files a/v0.13.0/.doctrees/api_doc/preprocess/torchvision.doctree and b/v0.13.0/.doctrees/api_doc/preprocess/torchvision.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/preprocess/transformers.doctree b/v0.13.0/.doctrees/api_doc/preprocess/transformers.doctree index 9e16bf3d20842bb9c7354314b24e38ccb51be359..22023ef252cc0df2731d90863fd820305128788a 100644 Binary files a/v0.13.0/.doctrees/api_doc/preprocess/transformers.doctree and b/v0.13.0/.doctrees/api_doc/preprocess/transformers.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/resource/background.doctree b/v0.13.0/.doctrees/api_doc/resource/background.doctree index 51ec7e59aa84894826fdc5b63472eb10ba4c7cdc..6cb2e4942cf0c643c27454eef5902c0468e4656c 100644 Binary files a/v0.13.0/.doctrees/api_doc/resource/background.doctree and b/v0.13.0/.doctrees/api_doc/resource/background.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/resource/index.doctree b/v0.13.0/.doctrees/api_doc/resource/index.doctree index 47a73747b63edc3c968aa86d90c5906f6a61f8a9..4502139382b56052e88625fbaf4c71699560a7ac 100644 Binary files a/v0.13.0/.doctrees/api_doc/resource/index.doctree and b/v0.13.0/.doctrees/api_doc/resource/index.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/restore/adversarial.doctree b/v0.13.0/.doctrees/api_doc/restore/adversarial.doctree index d0110be580372c5ec3c541acae12176330e2e803..1f50548ab66139835f7c19a33fdb356f91eb04bc 100644 Binary files a/v0.13.0/.doctrees/api_doc/restore/adversarial.doctree and b/v0.13.0/.doctrees/api_doc/restore/adversarial.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/restore/index.doctree b/v0.13.0/.doctrees/api_doc/restore/index.doctree index 0d865bf6e7150d2456e4db5b0350352052c89b31..d2d8b31be6bb522411b51967e1a188fda8f82ff3 100644 Binary files a/v0.13.0/.doctrees/api_doc/restore/index.doctree and b/v0.13.0/.doctrees/api_doc/restore/index.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/restore/nafnet.doctree b/v0.13.0/.doctrees/api_doc/restore/nafnet.doctree index ac21ecd73863a5865e1b88bd446e001069fbca6b..1a682068a5ff72f122414524504ec505abd09c92 100644 Binary files a/v0.13.0/.doctrees/api_doc/restore/nafnet.doctree and b/v0.13.0/.doctrees/api_doc/restore/nafnet.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/restore/scunet.doctree b/v0.13.0/.doctrees/api_doc/restore/scunet.doctree index d8121aabc02af8dbe493f8dc03c4dad362c6ee1a..cac6b1eea0ab7bf4c5f6e61f84f9289479c7ae13 100644 Binary files a/v0.13.0/.doctrees/api_doc/restore/scunet.doctree and b/v0.13.0/.doctrees/api_doc/restore/scunet.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/sd/index.doctree b/v0.13.0/.doctrees/api_doc/sd/index.doctree index fdc6b6cfb260c10216480b0533e2e570330335f4..354d0879ba8a7121d52c3492d83530ca06615b09 100644 Binary files a/v0.13.0/.doctrees/api_doc/sd/index.doctree and b/v0.13.0/.doctrees/api_doc/sd/index.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/sd/metadata.doctree b/v0.13.0/.doctrees/api_doc/sd/metadata.doctree index 43b37c432316209b9764bc47dd39d15dc50abbaa..e619aaf106813eab60b68ed5a1cf5fe440fc1605 100644 Binary files a/v0.13.0/.doctrees/api_doc/sd/metadata.doctree and b/v0.13.0/.doctrees/api_doc/sd/metadata.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/sd/model.doctree b/v0.13.0/.doctrees/api_doc/sd/model.doctree index c2658695cfa0cf66631e50ac79b60b99228d3c5a..f162c88ea2613fb7960b615e7f081258b2a2b42f 100644 Binary files a/v0.13.0/.doctrees/api_doc/sd/model.doctree and b/v0.13.0/.doctrees/api_doc/sd/model.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/sd/nai.doctree b/v0.13.0/.doctrees/api_doc/sd/nai.doctree index d533dcf3afc54c15cc8beaa71cdb9bf4c7584a34..fc05c5030b64f7b4a82807798ac3edd430499082 100644 Binary files a/v0.13.0/.doctrees/api_doc/sd/nai.doctree and b/v0.13.0/.doctrees/api_doc/sd/nai.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/segment/index.doctree b/v0.13.0/.doctrees/api_doc/segment/index.doctree index 880ca332d6e28fcec55739b75620793ce9072b07..30ef78ad02577587da52ec35d793fc323cfa04f4 100644 Binary files a/v0.13.0/.doctrees/api_doc/segment/index.doctree and b/v0.13.0/.doctrees/api_doc/segment/index.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/segment/isnetis.doctree b/v0.13.0/.doctrees/api_doc/segment/isnetis.doctree index a5619c5d56eb00af494eee2b635399726e66f34f..b6dc9886f31fb020686b423b3faec74d2e7103bd 100644 Binary files a/v0.13.0/.doctrees/api_doc/segment/isnetis.doctree and b/v0.13.0/.doctrees/api_doc/segment/isnetis.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/tagging/blacklist.doctree b/v0.13.0/.doctrees/api_doc/tagging/blacklist.doctree index 5dd1d2afffd47cd6d3e661c0b1acd36eebb93d75..b8f524a06098bf4d798c1e736fbb7fc2e6492a32 100644 Binary files a/v0.13.0/.doctrees/api_doc/tagging/blacklist.doctree and b/v0.13.0/.doctrees/api_doc/tagging/blacklist.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/tagging/character.doctree b/v0.13.0/.doctrees/api_doc/tagging/character.doctree index b647ec2f30b3086d022c778aad04fed6f4799993..99fcd5436c17b375aa4673b91ef25c7e7057b372 100644 Binary files a/v0.13.0/.doctrees/api_doc/tagging/character.doctree and b/v0.13.0/.doctrees/api_doc/tagging/character.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/tagging/deepdanbooru.doctree b/v0.13.0/.doctrees/api_doc/tagging/deepdanbooru.doctree index 0f53fa84086c9dd960145d0624e36d906851fcb2..30e153a00951163c4f113632bfc5d30b395bb5a6 100644 Binary files a/v0.13.0/.doctrees/api_doc/tagging/deepdanbooru.doctree and b/v0.13.0/.doctrees/api_doc/tagging/deepdanbooru.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/tagging/deepgelbooru.doctree b/v0.13.0/.doctrees/api_doc/tagging/deepgelbooru.doctree index cdec3df45577c81614637b1e6fe001d1c53e19bc..9056a7c19bdee27021d425eaf356aa08e3d6f642 100644 Binary files a/v0.13.0/.doctrees/api_doc/tagging/deepgelbooru.doctree and b/v0.13.0/.doctrees/api_doc/tagging/deepgelbooru.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/tagging/format.doctree b/v0.13.0/.doctrees/api_doc/tagging/format.doctree index 4222f13a41afa0ce0fdc8d51cdfc8768b95e3666..5d12a74eca4a31adaac45a22ff6e4a78312db860 100644 Binary files a/v0.13.0/.doctrees/api_doc/tagging/format.doctree and b/v0.13.0/.doctrees/api_doc/tagging/format.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/tagging/index.doctree b/v0.13.0/.doctrees/api_doc/tagging/index.doctree index a91f4a1b5135ef7dc450e311cb2d10499d8921fa..757edfa013034718d9d8342c93304dc0310c160d 100644 Binary files a/v0.13.0/.doctrees/api_doc/tagging/index.doctree and b/v0.13.0/.doctrees/api_doc/tagging/index.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/tagging/match.doctree b/v0.13.0/.doctrees/api_doc/tagging/match.doctree index 7278fb98c024bdec1f16b174ed13469101ebb665..140641d2956c720880578e7e4a2127ffcbc7e3cf 100644 Binary files a/v0.13.0/.doctrees/api_doc/tagging/match.doctree and b/v0.13.0/.doctrees/api_doc/tagging/match.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/tagging/mldanbooru.doctree b/v0.13.0/.doctrees/api_doc/tagging/mldanbooru.doctree index 6a2ca1e0fc88944b342179a5664917be0888d4d0..8900fa7b179b33614fe4a21336e006b20c6658a8 100644 Binary files a/v0.13.0/.doctrees/api_doc/tagging/mldanbooru.doctree and b/v0.13.0/.doctrees/api_doc/tagging/mldanbooru.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/tagging/order.doctree b/v0.13.0/.doctrees/api_doc/tagging/order.doctree index 3e680be009cd7cba9c2da78ed148a0592064e832..64d43fc447703d86be9f17ed0a83f63c750ba845 100644 Binary files a/v0.13.0/.doctrees/api_doc/tagging/order.doctree and b/v0.13.0/.doctrees/api_doc/tagging/order.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/tagging/overlap.doctree b/v0.13.0/.doctrees/api_doc/tagging/overlap.doctree index 308540d942169836dcd48affec1f77127ccb3fc6..8dde46c29241024516f6d22394f866390ae884d5 100644 Binary files a/v0.13.0/.doctrees/api_doc/tagging/overlap.doctree and b/v0.13.0/.doctrees/api_doc/tagging/overlap.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/tagging/wd14.doctree b/v0.13.0/.doctrees/api_doc/tagging/wd14.doctree index 2ff223e964d032f8dcfa8234585ed0898491b383..2d91894b853771551b207e1ca68ea232ca81a146 100644 Binary files a/v0.13.0/.doctrees/api_doc/tagging/wd14.doctree and b/v0.13.0/.doctrees/api_doc/tagging/wd14.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/upscale/cdc.doctree b/v0.13.0/.doctrees/api_doc/upscale/cdc.doctree index d79420350e7eb21fb233f12e5ce7aa61751be181..715f66514f15db49a9c997e5ee6b224a96f0e02a 100644 Binary files a/v0.13.0/.doctrees/api_doc/upscale/cdc.doctree and b/v0.13.0/.doctrees/api_doc/upscale/cdc.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/upscale/index.doctree b/v0.13.0/.doctrees/api_doc/upscale/index.doctree index 6654204c0b262487dfbfd7f9cec42a3b3754a862..808e1bfb077df713a3d83984a18b07ee113dc482 100644 Binary files a/v0.13.0/.doctrees/api_doc/upscale/index.doctree and b/v0.13.0/.doctrees/api_doc/upscale/index.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/utils/cache.doctree b/v0.13.0/.doctrees/api_doc/utils/cache.doctree index e5cbba2bf4dbdbb0ddf829f271d43390e99aac50..8953a792079a32e72579f30db4bf4cbc4e5452ae 100644 Binary files a/v0.13.0/.doctrees/api_doc/utils/cache.doctree and b/v0.13.0/.doctrees/api_doc/utils/cache.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/utils/func.doctree b/v0.13.0/.doctrees/api_doc/utils/func.doctree index 9ebd331b9c729947e1ff58e3a7597e87c2a57eb9..1753f5673e65f42f9f808ffc8e73496419a6f6a5 100644 Binary files a/v0.13.0/.doctrees/api_doc/utils/func.doctree and b/v0.13.0/.doctrees/api_doc/utils/func.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/utils/index.doctree b/v0.13.0/.doctrees/api_doc/utils/index.doctree index cd1aac2b8f5bb175fbce8ec8f85bed95c871f3c0..410bf492dd58996f904e0ba2b2bc13bdbc3aa341 100644 Binary files a/v0.13.0/.doctrees/api_doc/utils/index.doctree and b/v0.13.0/.doctrees/api_doc/utils/index.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/utils/onnxruntime.doctree b/v0.13.0/.doctrees/api_doc/utils/onnxruntime.doctree index 2825e0940a55f25c9f900da1e02093f8f7871434..f4bec45120e6fa64cfffb0804cdd4c74f68e2e58 100644 Binary files a/v0.13.0/.doctrees/api_doc/utils/onnxruntime.doctree and b/v0.13.0/.doctrees/api_doc/utils/onnxruntime.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/validate/aicheck.doctree b/v0.13.0/.doctrees/api_doc/validate/aicheck.doctree index 1e3b05dfbba47a9b398c4bef8a1e9ce6a3f0dbe2..bb0620826a6140e8591ff678b3dcac58cfc6b046 100644 Binary files a/v0.13.0/.doctrees/api_doc/validate/aicheck.doctree and b/v0.13.0/.doctrees/api_doc/validate/aicheck.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/validate/bangumi_char.doctree b/v0.13.0/.doctrees/api_doc/validate/bangumi_char.doctree index 71613783c7b5fa18b60c9952d521fc7c24320d3a..298f3f06834600770ea2343b33853d749f7ade6e 100644 Binary files a/v0.13.0/.doctrees/api_doc/validate/bangumi_char.doctree and b/v0.13.0/.doctrees/api_doc/validate/bangumi_char.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/validate/classify.doctree b/v0.13.0/.doctrees/api_doc/validate/classify.doctree index dec6e16f1434a19d01c365f7ce209ce9b9f7eb93..b86adcd9314cdf7f318f06ca32c95c072497108b 100644 Binary files a/v0.13.0/.doctrees/api_doc/validate/classify.doctree and b/v0.13.0/.doctrees/api_doc/validate/classify.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/validate/color.doctree b/v0.13.0/.doctrees/api_doc/validate/color.doctree index 5d8814fc906f017a6008093f66916d6401b4178b..9d7d73be1bb7fce9b59fa8ac8647436c202f1a57 100644 Binary files a/v0.13.0/.doctrees/api_doc/validate/color.doctree and b/v0.13.0/.doctrees/api_doc/validate/color.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/validate/completeness.doctree b/v0.13.0/.doctrees/api_doc/validate/completeness.doctree index 86f3ef6d83168c0fd161a28544b96cd8c6696461..a4c91f36fe052fbec468a3dd57b36e21086db18b 100644 Binary files a/v0.13.0/.doctrees/api_doc/validate/completeness.doctree and b/v0.13.0/.doctrees/api_doc/validate/completeness.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/validate/dbrating.doctree b/v0.13.0/.doctrees/api_doc/validate/dbrating.doctree index 393858026d99f8e2d2c9c39de39e1faa0a84e72d..40c35a5733b49cfc3ddb3d64cb7b8322a617499c 100644 Binary files a/v0.13.0/.doctrees/api_doc/validate/dbrating.doctree and b/v0.13.0/.doctrees/api_doc/validate/dbrating.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/validate/furry.doctree b/v0.13.0/.doctrees/api_doc/validate/furry.doctree index 6b9f3191f2acba12300d605618cc0b7f0383cd20..393b38f12e4bdf322958b0653b3383c07c491eff 100644 Binary files a/v0.13.0/.doctrees/api_doc/validate/furry.doctree and b/v0.13.0/.doctrees/api_doc/validate/furry.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/validate/index.doctree b/v0.13.0/.doctrees/api_doc/validate/index.doctree index a1c774eedadee22832482e1dbf8ad23054568a64..62f8b8293f6abb93782d95e9339c8d38a5a2be77 100644 Binary files a/v0.13.0/.doctrees/api_doc/validate/index.doctree and b/v0.13.0/.doctrees/api_doc/validate/index.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/validate/monochrome.doctree b/v0.13.0/.doctrees/api_doc/validate/monochrome.doctree index 1467e382fe9532242363427dd68b10f4199915d2..88ac1cee83f3e2a0103a9b97824e1ea81ab439bb 100644 Binary files a/v0.13.0/.doctrees/api_doc/validate/monochrome.doctree and b/v0.13.0/.doctrees/api_doc/validate/monochrome.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/validate/nsfw.doctree b/v0.13.0/.doctrees/api_doc/validate/nsfw.doctree index 013c7b9e23bb4756ea5346412f40c78e7db92b65..1c57fb19c5f228edb42aeb0e561dbc717cb0e46c 100644 Binary files a/v0.13.0/.doctrees/api_doc/validate/nsfw.doctree and b/v0.13.0/.doctrees/api_doc/validate/nsfw.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/validate/portrait.doctree b/v0.13.0/.doctrees/api_doc/validate/portrait.doctree index 03e1bca062915fe9bd7a42bf160f1f66b409fc24..a6d0188874ab27d42050c4d0fc9c37f896af9bc7 100644 Binary files a/v0.13.0/.doctrees/api_doc/validate/portrait.doctree and b/v0.13.0/.doctrees/api_doc/validate/portrait.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/validate/rating.doctree b/v0.13.0/.doctrees/api_doc/validate/rating.doctree index 2834e9f85cf06816c3714155ffcb94a8117c89e0..17721c3e646e15815362e1300a9c151e1f8e05aa 100644 Binary files a/v0.13.0/.doctrees/api_doc/validate/rating.doctree and b/v0.13.0/.doctrees/api_doc/validate/rating.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/validate/real.doctree b/v0.13.0/.doctrees/api_doc/validate/real.doctree index 321712947c4124a3cf4e2d5c5d3f32cf856f8118..38956f505c2bf23d72878c823c397f47d55464ec 100644 Binary files a/v0.13.0/.doctrees/api_doc/validate/real.doctree and b/v0.13.0/.doctrees/api_doc/validate/real.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/validate/safe.doctree b/v0.13.0/.doctrees/api_doc/validate/safe.doctree index e1d13821c54a6dd1f2ce40705e2b16275155e2d3..ff4723a9dabce45399cf1a05ff43f9663aabf8ec 100644 Binary files a/v0.13.0/.doctrees/api_doc/validate/safe.doctree and b/v0.13.0/.doctrees/api_doc/validate/safe.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/validate/style_age.doctree b/v0.13.0/.doctrees/api_doc/validate/style_age.doctree index 4225b977d905d4a0c63baa9acc28f67dcc5f2ad8..1197c9909c662acae1f3e929af8be8d2a0c297e1 100644 Binary files a/v0.13.0/.doctrees/api_doc/validate/style_age.doctree and b/v0.13.0/.doctrees/api_doc/validate/style_age.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/validate/teen.doctree b/v0.13.0/.doctrees/api_doc/validate/teen.doctree index 46599a26aaf546f831f597cdf40b2e96b7bafcdb..3d4a05d1ebd8e30fc8cba7b57adc664bfb54ec2b 100644 Binary files a/v0.13.0/.doctrees/api_doc/validate/teen.doctree and b/v0.13.0/.doctrees/api_doc/validate/teen.doctree differ diff --git a/v0.13.0/.doctrees/api_doc/validate/truncate.doctree b/v0.13.0/.doctrees/api_doc/validate/truncate.doctree index c3eeefb6de0f8d3fdd984da7c12e849c5d0960ac..0c9579206ebe0de526eb9f263e2261c86871fe16 100644 Binary files a/v0.13.0/.doctrees/api_doc/validate/truncate.doctree and b/v0.13.0/.doctrees/api_doc/validate/truncate.doctree differ diff --git a/v0.13.0/.doctrees/environment.pickle b/v0.13.0/.doctrees/environment.pickle index ae8e82bd0d2c25efa7a3838c7455276583a02394..fe889ce977834f24e2246d9477de2ba461344a64 100644 Binary files a/v0.13.0/.doctrees/environment.pickle and b/v0.13.0/.doctrees/environment.pickle differ diff --git a/v0.13.0/.doctrees/index.doctree b/v0.13.0/.doctrees/index.doctree index 53f7db962f6e5c7c4f8fe729b83136ad0f49b4bc..22abf53b0324e0af98b042ae3e5f7b6c7d62280b 100644 Binary files a/v0.13.0/.doctrees/index.doctree and b/v0.13.0/.doctrees/index.doctree differ diff --git a/v0.13.0/.doctrees/information/environment.doctree b/v0.13.0/.doctrees/information/environment.doctree index ab22230a818854c7676763c0e39505f84d1e3314..7047d9cd453fc45f9bc82b83866b533bdb056e24 100644 Binary files a/v0.13.0/.doctrees/information/environment.doctree and b/v0.13.0/.doctrees/information/environment.doctree differ diff --git a/v0.13.0/.doctrees/information/environment.result.doctree b/v0.13.0/.doctrees/information/environment.result.doctree index 737353ff658f4547ff7941eeb50f20b432616262..e87515ae5bb8af6513678f75f9ff262fa3d14c67 100644 Binary files a/v0.13.0/.doctrees/information/environment.result.doctree and b/v0.13.0/.doctrees/information/environment.result.doctree differ diff --git a/v0.13.0/.doctrees/nbsphinx/information/environment.ipynb b/v0.13.0/.doctrees/nbsphinx/information/environment.ipynb index 3a23bc8033bbac4809df6b15c61196b1d1cdd424..3bc88839fde1bd92212772ac713cd5819d95fe9a 100644 --- a/v0.13.0/.doctrees/nbsphinx/information/environment.ipynb +++ b/v0.13.0/.doctrees/nbsphinx/information/environment.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:11:53.809117Z", - "iopub.status.busy": "2025-03-26T11:11:53.808563Z", - "iopub.status.idle": "2025-03-26T11:11:54.973594Z", - "shell.execute_reply": "2025-03-26T11:11:54.972839Z" + "iopub.execute_input": "2025-03-26T12:57:08.445004Z", + "iopub.status.busy": "2025-03-26T12:57:08.444805Z", + "iopub.status.idle": "2025-03-26T12:57:09.608407Z", + "shell.execute_reply": "2025-03-26T12:57:09.607664Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 2994.0845 MHz\n", + "CPU Freq: 3248.25775 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/v0.13.0/.doctrees/nbsphinx/information/environment.result.ipynb b/v0.13.0/.doctrees/nbsphinx/information/environment.result.ipynb index b006d94928bc538a4c36fcd638bd2f54367300ad..3e8f76374e5238a0bb8693041c2fe03b14e2ef82 100644 --- a/v0.13.0/.doctrees/nbsphinx/information/environment.result.ipynb +++ b/v0.13.0/.doctrees/nbsphinx/information/environment.result.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:09:32.189209Z", - "iopub.status.busy": "2025-03-26T11:09:32.188983Z", - "iopub.status.idle": "2025-03-26T11:09:33.364267Z", - "shell.execute_reply": "2025-03-26T11:09:33.363477Z" + "iopub.execute_input": "2025-03-26T12:54:46.720126Z", + "iopub.status.busy": "2025-03-26T12:54:46.719578Z", + "iopub.status.idle": "2025-03-26T12:54:47.886939Z", + "shell.execute_reply": "2025-03-26T12:54:47.886160Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3009.5905000000002 MHz\n", + "CPU Freq: 3112.87025 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/v0.13.0/.doctrees/tutorials/installation/index.doctree b/v0.13.0/.doctrees/tutorials/installation/index.doctree index c530a5dd2d225183befd9570e529b121942ad3ee..d5c15ec53bdb1b86543e38f29e1e3544a181a43a 100644 Binary files a/v0.13.0/.doctrees/tutorials/installation/index.doctree and b/v0.13.0/.doctrees/tutorials/installation/index.doctree differ diff --git a/v0.13.0/.doctrees/tutorials/quick_start/index.doctree b/v0.13.0/.doctrees/tutorials/quick_start/index.doctree index eb4c4073cb898a00c46226fc0add352aad4deece..ad46f94a973b6d505993f6058be3492a964bd956 100644 Binary files a/v0.13.0/.doctrees/tutorials/quick_start/index.doctree and b/v0.13.0/.doctrees/tutorials/quick_start/index.doctree differ diff --git a/v0.13.0/_sources/information/environment.result.ipynb.txt b/v0.13.0/_sources/information/environment.result.ipynb.txt index b006d94928bc538a4c36fcd638bd2f54367300ad..3e8f76374e5238a0bb8693041c2fe03b14e2ef82 100644 --- a/v0.13.0/_sources/information/environment.result.ipynb.txt +++ b/v0.13.0/_sources/information/environment.result.ipynb.txt @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:09:32.189209Z", - "iopub.status.busy": "2025-03-26T11:09:32.188983Z", - "iopub.status.idle": "2025-03-26T11:09:33.364267Z", - "shell.execute_reply": "2025-03-26T11:09:33.363477Z" + "iopub.execute_input": "2025-03-26T12:54:46.720126Z", + "iopub.status.busy": "2025-03-26T12:54:46.719578Z", + "iopub.status.idle": "2025-03-26T12:54:47.886939Z", + "shell.execute_reply": "2025-03-26T12:54:47.886160Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3009.5905000000002 MHz\n", + "CPU Freq: 3112.87025 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/v0.13.0/information/environment.html b/v0.13.0/information/environment.html index a73245754c0a3b1dc94e9e38f229580b568a3b7b..6fd2912332efc02f3bc42a04fc2471d9b49eabb0 100644 --- a/v0.13.0/information/environment.html +++ b/v0.13.0/information/environment.html @@ -139,7 +139,7 @@ OS: Linux-6.8.0-1021-azure-x86_64-with-glibc2.34 Python: CPython 3.8.18 CPU Brand: AMD EPYC 7763 64-Core Processor CPU Count: 4 -CPU Freq: 2994.0845 MHz +CPU Freq: 3248.25775 MHz Memory Size: 15.615 GiB Has CUDA: No diff --git a/v0.13.0/information/environment.ipynb b/v0.13.0/information/environment.ipynb index 3a23bc8033bbac4809df6b15c61196b1d1cdd424..3bc88839fde1bd92212772ac713cd5819d95fe9a 100644 --- a/v0.13.0/information/environment.ipynb +++ b/v0.13.0/information/environment.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:11:53.809117Z", - "iopub.status.busy": "2025-03-26T11:11:53.808563Z", - "iopub.status.idle": "2025-03-26T11:11:54.973594Z", - "shell.execute_reply": "2025-03-26T11:11:54.972839Z" + "iopub.execute_input": "2025-03-26T12:57:08.445004Z", + "iopub.status.busy": "2025-03-26T12:57:08.444805Z", + "iopub.status.idle": "2025-03-26T12:57:09.608407Z", + "shell.execute_reply": "2025-03-26T12:57:09.607664Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 2994.0845 MHz\n", + "CPU Freq: 3248.25775 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/v0.13.0/information/environment.result.html b/v0.13.0/information/environment.result.html index 58c9b99780b992215295f0d3c6f18a7c68d8c2a7..c669b63a8a35894770850fc25b4c59671ee21ee3 100644 --- a/v0.13.0/information/environment.result.html +++ b/v0.13.0/information/environment.result.html @@ -141,7 +141,7 @@ OS: Linux-6.8.0-1021-azure-x86_64-with-glibc2.34 Python: CPython 3.8.18 CPU Brand: AMD EPYC 7763 64-Core Processor CPU Count: 4 -CPU Freq: 3009.5905000000002 MHz +CPU Freq: 3112.87025 MHz Memory Size: 15.615 GiB Has CUDA: No diff --git a/v0.13.0/information/environment.result.ipynb b/v0.13.0/information/environment.result.ipynb index b006d94928bc538a4c36fcd638bd2f54367300ad..3e8f76374e5238a0bb8693041c2fe03b14e2ef82 100644 --- a/v0.13.0/information/environment.result.ipynb +++ b/v0.13.0/information/environment.result.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:09:32.189209Z", - "iopub.status.busy": "2025-03-26T11:09:32.188983Z", - "iopub.status.idle": "2025-03-26T11:09:33.364267Z", - "shell.execute_reply": "2025-03-26T11:09:33.363477Z" + "iopub.execute_input": "2025-03-26T12:54:46.720126Z", + "iopub.status.busy": "2025-03-26T12:54:46.719578Z", + "iopub.status.idle": "2025-03-26T12:54:47.886939Z", + "shell.execute_reply": "2025-03-26T12:54:47.886160Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3009.5905000000002 MHz\n", + "CPU Freq: 3112.87025 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/v0.13.0/searchindex.js b/v0.13.0/searchindex.js index 389864000948892aae590d30fa8202fdf91fe138..b1d1d05abb8c5cf2bf81c3b24595e223ae8b3f9b 100644 --- a/v0.13.0/searchindex.js +++ b/v0.13.0/searchindex.js @@ -1 +1 @@ -Search.setIndex({"docnames": ["api_doc/ascii/drawing", "api_doc/ascii/index", "api_doc/config/index", "api_doc/config/meta", "api_doc/data/background", "api_doc/data/blob", "api_doc/data/decode", "api_doc/data/encode", "api_doc/data/image", "api_doc/data/index", "api_doc/data/layer", "api_doc/detect/booru_yolo", "api_doc/detect/censor", "api_doc/detect/eye", "api_doc/detect/face", "api_doc/detect/halfbody", "api_doc/detect/hand", "api_doc/detect/head", "api_doc/detect/index", "api_doc/detect/nudenet", "api_doc/detect/person", "api_doc/detect/similarity", "api_doc/detect/text", "api_doc/detect/visual", "api_doc/edge/canny", "api_doc/edge/index", "api_doc/edge/lineart", "api_doc/edge/lineart_anime", "api_doc/generic/classify", "api_doc/generic/clip", "api_doc/generic/enhance", "api_doc/generic/index", "api_doc/generic/siglip", "api_doc/generic/yolo", "api_doc/metadata/geninfo", "api_doc/metadata/index", "api_doc/metadata/lsb", "api_doc/metrics/aesthetic", "api_doc/metrics/ccip", "api_doc/metrics/dbaesthetic", "api_doc/metrics/index", "api_doc/metrics/laplacian", "api_doc/metrics/lpips", "api_doc/metrics/psnr_", "api_doc/ocr/index", "api_doc/operate/align", "api_doc/operate/censor", "api_doc/operate/imgcensor", "api_doc/operate/index", "api_doc/operate/squeeze", "api_doc/pose/dwpose", "api_doc/pose/format", "api_doc/pose/index", "api_doc/pose/visual", "api_doc/preprocess/base", "api_doc/preprocess/index", "api_doc/preprocess/pillow", "api_doc/preprocess/torchvision", "api_doc/preprocess/transformers", "api_doc/resource/background", "api_doc/resource/index", "api_doc/restore/adversarial", "api_doc/restore/index", "api_doc/restore/nafnet", "api_doc/restore/scunet", "api_doc/sd/index", "api_doc/sd/metadata", "api_doc/sd/model", "api_doc/sd/nai", "api_doc/segment/index", "api_doc/segment/isnetis", "api_doc/tagging/blacklist", "api_doc/tagging/character", "api_doc/tagging/deepdanbooru", "api_doc/tagging/deepgelbooru", "api_doc/tagging/format", "api_doc/tagging/index", "api_doc/tagging/match", "api_doc/tagging/mldanbooru", "api_doc/tagging/order", "api_doc/tagging/overlap", "api_doc/tagging/wd14", "api_doc/upscale/cdc", "api_doc/upscale/index", "api_doc/utils/cache", "api_doc/utils/func", "api_doc/utils/index", "api_doc/utils/onnxruntime", "api_doc/validate/aicheck", "api_doc/validate/bangumi_char", "api_doc/validate/classify", "api_doc/validate/color", "api_doc/validate/completeness", "api_doc/validate/dbrating", "api_doc/validate/furry", "api_doc/validate/index", "api_doc/validate/monochrome", "api_doc/validate/nsfw", "api_doc/validate/portrait", "api_doc/validate/rating", "api_doc/validate/real", "api_doc/validate/safe", "api_doc/validate/style_age", "api_doc/validate/teen", "api_doc/validate/truncate", "index", "information/environment", "information/environment.result", "tutorials/installation/index", "tutorials/quick_start/index"], "filenames": ["api_doc/ascii/drawing.rst", "api_doc/ascii/index.rst", "api_doc/config/index.rst", "api_doc/config/meta.rst", "api_doc/data/background.rst", "api_doc/data/blob.rst", "api_doc/data/decode.rst", "api_doc/data/encode.rst", "api_doc/data/image.rst", "api_doc/data/index.rst", "api_doc/data/layer.rst", "api_doc/detect/booru_yolo.rst", "api_doc/detect/censor.rst", "api_doc/detect/eye.rst", "api_doc/detect/face.rst", "api_doc/detect/halfbody.rst", "api_doc/detect/hand.rst", "api_doc/detect/head.rst", "api_doc/detect/index.rst", "api_doc/detect/nudenet.rst", "api_doc/detect/person.rst", "api_doc/detect/similarity.rst", "api_doc/detect/text.rst", "api_doc/detect/visual.rst", "api_doc/edge/canny.rst", "api_doc/edge/index.rst", "api_doc/edge/lineart.rst", "api_doc/edge/lineart_anime.rst", "api_doc/generic/classify.rst", "api_doc/generic/clip.rst", "api_doc/generic/enhance.rst", "api_doc/generic/index.rst", "api_doc/generic/siglip.rst", "api_doc/generic/yolo.rst", "api_doc/metadata/geninfo.rst", "api_doc/metadata/index.rst", "api_doc/metadata/lsb.rst", "api_doc/metrics/aesthetic.rst", "api_doc/metrics/ccip.rst", "api_doc/metrics/dbaesthetic.rst", "api_doc/metrics/index.rst", "api_doc/metrics/laplacian.rst", "api_doc/metrics/lpips.rst", "api_doc/metrics/psnr_.rst", "api_doc/ocr/index.rst", "api_doc/operate/align.rst", "api_doc/operate/censor.rst", "api_doc/operate/imgcensor.rst", "api_doc/operate/index.rst", "api_doc/operate/squeeze.rst", "api_doc/pose/dwpose.rst", "api_doc/pose/format.rst", "api_doc/pose/index.rst", "api_doc/pose/visual.rst", "api_doc/preprocess/base.rst", "api_doc/preprocess/index.rst", "api_doc/preprocess/pillow.rst", "api_doc/preprocess/torchvision.rst", "api_doc/preprocess/transformers.rst", "api_doc/resource/background.rst", "api_doc/resource/index.rst", "api_doc/restore/adversarial.rst", "api_doc/restore/index.rst", "api_doc/restore/nafnet.rst", "api_doc/restore/scunet.rst", "api_doc/sd/index.rst", "api_doc/sd/metadata.rst", "api_doc/sd/model.rst", "api_doc/sd/nai.rst", "api_doc/segment/index.rst", "api_doc/segment/isnetis.rst", "api_doc/tagging/blacklist.rst", "api_doc/tagging/character.rst", "api_doc/tagging/deepdanbooru.rst", "api_doc/tagging/deepgelbooru.rst", "api_doc/tagging/format.rst", "api_doc/tagging/index.rst", "api_doc/tagging/match.rst", "api_doc/tagging/mldanbooru.rst", "api_doc/tagging/order.rst", "api_doc/tagging/overlap.rst", "api_doc/tagging/wd14.rst", "api_doc/upscale/cdc.rst", "api_doc/upscale/index.rst", "api_doc/utils/cache.rst", "api_doc/utils/func.rst", "api_doc/utils/index.rst", "api_doc/utils/onnxruntime.rst", "api_doc/validate/aicheck.rst", "api_doc/validate/bangumi_char.rst", "api_doc/validate/classify.rst", "api_doc/validate/color.rst", "api_doc/validate/completeness.rst", "api_doc/validate/dbrating.rst", "api_doc/validate/furry.rst", "api_doc/validate/index.rst", "api_doc/validate/monochrome.rst", "api_doc/validate/nsfw.rst", "api_doc/validate/portrait.rst", "api_doc/validate/rating.rst", "api_doc/validate/real.rst", "api_doc/validate/safe.rst", "api_doc/validate/style_age.rst", "api_doc/validate/teen.rst", "api_doc/validate/truncate.rst", "index.rst", "information/environment.ipynb", "information/environment.result.ipynb", "tutorials/installation/index.rst", "tutorials/quick_start/index.rst"], "titles": ["imgutils.ascii.drawing", "imgutils.ascii", "imgutils.config", "imgutils.config.meta", "imgutils.data.background", "imgutils.data.blob", "imgutils.data.decode", "imgutils.data.encode", "imgutils.data.image", "imgutils.data", "imgutils.data.layer", "imgutils.detect.booru_yolo", "imgutils.detect.censor", "imgutils.detect.eye", "imgutils.detect.face", "imgutils.detect.halfbody", "imgutils.detect.hand", "imgutils.detect.head", "imgutils.detect", "imgutils.detect.nudenet", "imgutils.detect.person", "imgutils.detect.similarity", "imgutils.detect.text", "imgutils.detect.visual", "imgutils.edge.canny", "imgutils.edge", "imgutils.edge.lineart", "imgutils.edge.lineart_anime", "imgutils.generic.classify", "imgutils.generic.clip", "imgutils.generic.enhance", "imgutils.generic", "imgutils.generic.siglip", "imgutils.generic.yolo", "imgutils.metadata.geninfo", "imgutils.metadata", "imgutils.metadata.lsb", "imgutils.metrics.aesthetic", "imgutils.metrics.ccip", "imgutils.metrics.dbaesthetic", "imgutils.metrics", "imgutils.metrics.laplacian", "imgutils.metrics.lpips", "imgutils.metrics.psnr_", "imgutils.ocr", "imgutils.operate.align", "imgutils.operate.censor_", "imgutils.operate.imgcensor", "imgutils.operate", "imgutils.operate.squeeze", "imgutils.pose.dwpose", "imgutils.pose.format", "imgutils.pose", "imgutils.pose.visual", "imgutils.preprocess.base", "imgutils.preprocess", "imgutils.preprocess.pillow", "imgutils.preprocess.torchvision", "imgutils.preprocess.transformers", "imgutils.resource.background", "imgutils.resource", "imgutils.restore.adversarial", "imgutils.restore", "imgutils.restore.nafnet", "imgutils.restore.scunet", "imgutils.sd", "imgutils.sd.metadata", "imgutils.sd.model", "imgutils.sd.nai", "imgutils.segment", "imgutils.segment.isnetis", "imgutils.tagging.blacklist", "imgutils.tagging.character", "imgutils.tagging.deepdanbooru", "imgutils.tagging.deepgelbooru", "imgutils.tagging.format", "imgutils.tagging", "imgutils.tagging.match", "imgutils.tagging.mldanbooru", "imgutils.tagging.order", "imgutils.tagging.overlap", "imgutils.tagging.wd14", "imgutils.upscale.cdc", "imgutils.upscale", "imgutils.utils.cache", "imgutils.utils.func", "imgutils.utils", "imgutils.utils.onnxruntime", "imgutils.validate.aicheck", "imgutils.validate.bangumi_char", "imgutils.validate.classify", "imgutils.validate.color", "imgutils.validate.completeness", "imgutils.validate.dbrating", "imgutils.validate.furry", "imgutils.validate", "imgutils.validate.monochrome", "imgutils.validate.nsfw", "imgutils.validate.portrait", "imgutils.validate.rating", "imgutils.validate.real", "imgutils.validate.safe", "imgutils.validate.style_age", "imgutils.validate.teen", "imgutils.validate.truncate", "Welcome to imgutils\u2019s Documentation", "Run Environment Information", "Run Environment Information", "Installation", "Quick Start"], "terms": {"img": [0, 5, 8, 28, 61, 66], "str": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 32, 33, 34, 36, 37, 38, 39, 41, 42, 44, 45, 46, 47, 49, 50, 53, 56, 57, 58, 59, 63, 64, 66, 67, 68, 70, 71, 72, 73, 74, 75, 77, 78, 79, 80, 81, 82, 87, 88, 89, 90, 91, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103, 104], "pathlik": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 22, 23, 24, 26, 27, 28, 29, 30, 32, 33, 34, 36, 37, 38, 39, 41, 42, 44, 45, 46, 47, 49, 50, 53, 63, 64, 66, 68, 70, 73, 74, 78, 81, 82, 88, 89, 90, 91, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103], "byte": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 22, 23, 24, 26, 27, 28, 29, 30, 32, 33, 34, 36, 37, 38, 39, 41, 42, 44, 45, 46, 47, 49, 50, 51, 53, 63, 64, 66, 68, 70, 73, 74, 78, 81, 82, 88, 89, 90, 91, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103], "bytearrai": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 22, 23, 24, 26, 27, 28, 29, 30, 32, 33, 34, 36, 37, 38, 39, 41, 42, 44, 45, 46, 47, 49, 50, 51, 53, 63, 64, 66, 68, 70, 73, 74, 78, 81, 82, 88, 89, 90, 91, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103], "binaryio": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 22, 23, 24, 26, 27, 28, 29, 30, 32, 33, 34, 36, 37, 38, 39, 41, 42, 44, 45, 46, 47, 49, 50, 53, 63, 64, 66, 68, 70, 73, 74, 78, 81, 82, 88, 89, 90, 91, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103], "imag": [0, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 36, 37, 38, 39, 41, 42, 43, 44, 45, 46, 47, 49, 50, 52, 53, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 68, 69, 70, 73, 74, 75, 76, 78, 81, 82, 83, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 108], "max_width": 0, "int": [0, 4, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 22, 23, 26, 27, 28, 29, 32, 33, 36, 38, 42, 44, 45, 46, 47, 49, 50, 51, 53, 58, 59, 61, 63, 64, 70, 78, 82, 101], "none": [0, 4, 8, 10, 12, 13, 14, 15, 16, 17, 20, 22, 23, 24, 26, 27, 28, 29, 30, 32, 33, 34, 36, 38, 46, 49, 50, 53, 56, 57, 58, 59, 66, 68, 71, 72, 87], "ellipsi": 0, "max_height": 0, "resampl": [0, 58], "2": [0, 8, 11, 21, 22, 37, 38, 39, 42, 44, 51, 58, 61, 66, 81, 88, 89, 90, 92, 93, 94, 96, 97, 98, 99, 100, 102, 103], "level": [0, 12, 13, 14, 15, 16, 17, 20, 32, 33, 37, 46, 59, 73, 93], "aspect": [0, 23, 33, 45], "float": [0, 7, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 23, 28, 33, 38, 39, 41, 42, 43, 44, 46, 47, 49, 51, 53, 58, 59, 61, 68, 71, 72, 73, 74, 75, 78, 79, 80, 81, 85, 88, 89, 90, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103], "1": [0, 10, 11, 19, 20, 21, 37, 38, 39, 42, 44, 51, 58, 59, 61, 66, 67, 71, 72, 73, 74, 79, 81, 82, 85, 88, 89, 90, 92, 93, 94, 96, 97, 98, 99, 100, 102, 103, 106, 107], "8": [0, 11, 21, 36, 38, 42, 46, 51, 58, 61, 66, 88, 89, 90, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103, 106, 107, 108], "sourc": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 32, 33, 34, 36, 37, 38, 39, 41, 42, 43, 44, 45, 46, 47, 49, 50, 51, 53, 54, 56, 57, 58, 59, 61, 63, 64, 66, 67, 68, 70, 71, 72, 73, 74, 75, 77, 78, 79, 80, 81, 82, 84, 85, 87, 88, 89, 90, 91, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103, 104], "gener": [0, 4, 11, 14, 20, 34, 35, 65, 66, 68, 74, 78, 81, 86, 93, 105], "art": [0, 66], "base": [0, 17, 20, 21, 28, 29, 32, 33, 38, 39, 41, 42, 45, 46, 47, 49, 51, 53, 55, 56, 58, 59, 68, 70, 73, 74, 78, 79, 80, 81, 89, 93, 97, 99, 105], "given": [0, 6, 7, 8, 10, 13, 14, 16, 17, 18, 19, 22, 24, 26, 27, 28, 29, 32, 36, 38, 41, 45, 47, 51, 54, 58, 66, 68, 71, 72, 77, 80, 81, 88, 90, 93, 96, 97, 99, 103], "paramet": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 32, 33, 34, 35, 36, 37, 38, 39, 41, 42, 43, 44, 45, 46, 47, 49, 50, 51, 53, 56, 57, 58, 59, 61, 63, 64, 66, 67, 68, 70, 71, 72, 73, 74, 75, 77, 78, 79, 80, 81, 82, 84, 85, 87, 88, 89, 90, 91, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103, 104], "imagetyp": [0, 5, 11, 12, 13, 14, 15, 16, 17, 20, 22, 23, 28, 30, 33, 34, 36, 38, 39, 41, 44, 46, 49, 50, 53, 63, 64, 66, 68, 74, 81, 82, 89, 92, 94, 97, 98, 100, 101, 102], "The": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 23, 28, 29, 30, 32, 33, 34, 35, 36, 38, 39, 41, 44, 45, 46, 47, 49, 50, 51, 53, 56, 57, 58, 59, 61, 62, 63, 64, 66, 67, 68, 70, 72, 73, 74, 75, 77, 78, 79, 81, 82, 84, 85, 87, 88, 89, 90, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103, 104, 108], "input": [0, 5, 11, 12, 13, 14, 15, 17, 19, 20, 22, 23, 28, 29, 30, 32, 33, 34, 36, 38, 39, 41, 44, 45, 46, 47, 49, 50, 53, 56, 58, 61, 63, 64, 66, 68, 71, 72, 74, 75, 77, 79, 81, 82, 85, 89, 92, 94, 97, 98, 100, 102], "option": [0, 4, 11, 12, 13, 14, 15, 16, 17, 20, 21, 22, 23, 28, 29, 32, 33, 34, 38, 44, 46, 49, 50, 53, 58, 59, 61, 66, 67, 68, 71, 72, 79, 84], "maximum": [0, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 23, 33, 38, 44, 45, 46, 58, 61, 84, 101], "width": [0, 4, 10, 47, 58, 59, 78], "If": [0, 5, 8, 10, 12, 13, 14, 15, 16, 17, 20, 21, 23, 28, 29, 32, 33, 34, 36, 38, 44, 46, 49, 51, 53, 56, 57, 58, 61, 63, 64, 66, 67, 68, 71, 72, 79, 81, 87, 88, 89, 90, 93, 96, 99, 103], "set": [0, 11, 23, 28, 29, 33, 38, 49, 51, 53, 58, 81, 87, 90, 93, 99, 103, 104], "automat": [0, 4, 29, 32, 38, 49, 87, 106, 107], "determin": [0, 8, 38, 97], "termin": 0, "size": [0, 4, 6, 7, 10, 22, 23, 24, 26, 27, 38, 45, 47, 49, 53, 56, 57, 58, 59, 61, 63, 64, 66, 70, 78, 82, 83, 101, 106, 107], "height": [0, 4, 10, 47, 58, 59, 78], "filter": [0, 33, 49, 58, 61, 71, 72, 93, 95, 99], "us": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 32, 33, 34, 35, 36, 37, 38, 39, 42, 44, 46, 47, 49, 50, 53, 54, 56, 58, 61, 62, 63, 64, 66, 67, 68, 71, 73, 74, 75, 78, 81, 82, 84, 85, 87, 88, 89, 90, 93, 95, 96, 97, 99, 103], "when": [0, 7, 10, 11, 22, 24, 26, 27, 28, 29, 36, 38, 42, 46, 47, 51, 54, 58, 63, 66, 68, 70, 78, 82, 84, 87, 88, 104], "resiz": [0, 22, 23, 33, 45, 53, 56, 57, 58, 66, 78], "charact": [0, 38, 44, 53, 69, 70, 73, 74, 75, 76, 81, 89, 105], "repres": [0, 7, 10, 11, 12, 13, 14, 21, 38, 42, 46, 49, 51, 68, 70, 79, 88, 97, 104], "differ": [0, 8, 13, 14, 15, 16, 17, 20, 21, 29, 34, 35, 36, 38, 42, 43, 50, 51, 57, 58, 89, 94, 98, 100, 102, 106, 107], "intens": 0, "proport": [0, 89], "correct": [0, 36], "output": [0, 23, 28, 29, 32, 39, 53, 66, 67, 74, 79, 81, 108], "which": [0, 4, 10, 21, 22, 24, 26, 27, 32, 34, 38, 42, 47, 56, 58, 59, 62, 66, 67, 68, 70, 71, 74, 78, 84, 85, 87, 88, 90, 95, 96, 97, 104, 105, 106, 107, 108], "should": [0, 3, 10, 23, 38, 42, 46, 47, 49, 58, 70, 81, 108], "approxim": 0, "ratio": [0, 23, 33, 44, 45, 47, 78], "your": [0, 49, 63, 104, 106, 107, 108], "thi": [0, 3, 4, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 25, 28, 29, 30, 32, 33, 34, 35, 36, 37, 38, 39, 41, 42, 44, 46, 47, 49, 50, 51, 53, 54, 56, 57, 58, 61, 63, 64, 65, 66, 67, 68, 69, 73, 76, 80, 81, 82, 84, 85, 87, 88, 89, 90, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103, 104, 106, 107], "valu": [0, 4, 8, 10, 12, 16, 17, 20, 21, 36, 38, 42, 46, 49, 51, 56, 57, 58, 67, 73, 78, 85, 88, 96, 104], "ensur": [0, 29, 33, 38, 45, 58, 63, 66, 84], "i": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 32, 33, 34, 35, 36, 37, 38, 39, 41, 42, 44, 46, 47, 49, 50, 51, 53, 54, 56, 57, 58, 59, 61, 63, 64, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 78, 79, 81, 82, 84, 85, 87, 88, 89, 90, 91, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108], "close": [0, 47, 66], "possibl": [0, 22, 29, 38, 47], "origin": [0, 4, 6, 8, 19, 24, 26, 27, 36, 37, 43, 46, 47, 49, 53, 70, 73, 75, 78, 79, 97], "default": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 19, 21, 22, 24, 26, 27, 28, 29, 32, 33, 38, 39, 41, 42, 44, 46, 47, 49, 51, 53, 58, 59, 63, 64, 67, 70, 71, 72, 73, 75, 78, 81, 82, 87, 88, 89, 90, 92, 93, 94, 96, 97, 98, 99, 100, 102, 103], "return": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 32, 33, 34, 36, 37, 38, 39, 41, 42, 43, 44, 45, 46, 47, 49, 50, 51, 53, 56, 57, 58, 59, 61, 63, 64, 66, 67, 68, 70, 71, 72, 73, 74, 75, 77, 78, 79, 80, 81, 82, 84, 85, 87, 88, 89, 90, 91, 92, 93, 94, 97, 98, 99, 100, 101, 102, 103, 104], "represent": [0, 21, 38, 56, 57, 66], "type": [0, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 20, 21, 22, 23, 28, 29, 30, 32, 33, 34, 36, 38, 39, 41, 44, 46, 47, 49, 50, 51, 53, 56, 57, 58, 59, 61, 63, 64, 66, 67, 68, 71, 72, 75, 77, 79, 80, 81, 82, 84, 85, 89, 92, 93, 94, 97, 98, 99, 100, 101, 102], "exampl": [0, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 26, 27, 28, 33, 37, 38, 39, 41, 42, 43, 44, 45, 46, 47, 49, 50, 56, 57, 58, 59, 61, 66, 70, 71, 72, 73, 74, 75, 78, 79, 80, 81, 82, 84, 85, 87, 88, 89, 90, 91, 92, 93, 94, 96, 97, 98, 99, 100, 102, 103, 104], "here": [0, 11, 19, 25, 38, 42, 43, 66, 71, 73, 74, 78, 81, 82, 89, 91, 104, 106, 107], "an": [0, 4, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 32, 33, 34, 36, 37, 38, 39, 41, 42, 44, 45, 46, 47, 49, 50, 51, 53, 56, 58, 61, 63, 64, 66, 68, 69, 70, 72, 73, 74, 76, 79, 81, 82, 85, 87, 88, 89, 90, 91, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103, 104], "jerri": 0, "from": [0, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 22, 23, 24, 26, 27, 28, 32, 33, 34, 36, 37, 38, 39, 41, 42, 43, 44, 45, 46, 47, 49, 50, 51, 56, 57, 58, 59, 61, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 78, 79, 80, 81, 82, 84, 85, 88, 89, 90, 91, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103, 104, 106, 107, 108], "import": [0, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 20, 23, 33, 36, 37, 38, 39, 41, 42, 43, 44, 45, 46, 47, 49, 50, 56, 57, 58, 59, 61, 66, 70, 71, 72, 73, 74, 75, 78, 79, 80, 81, 82, 84, 85, 88, 89, 90, 91, 92, 93, 94, 96, 97, 98, 99, 100, 102, 103, 104, 106, 107, 108], "print": [0, 5, 11, 16, 17, 20, 21, 33, 66, 67, 106, 107, 108], "png": [0, 5, 8, 10, 12, 23, 34, 36, 41, 46, 47, 49, 61, 66, 68, 70, 81, 82, 91, 104], "draw": [1, 23, 25, 26, 53, 97, 105], "ascii_draw": 1, "meta": [2, 105, 108], "__title__": [2, 108], "__version__": [2, 108], "__description__": [2, 108], "__author__": [2, 108], "__author_email__": 2, "overview": [3, 4, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 30, 31, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 49, 50, 52, 58, 59, 60, 61, 62, 63, 64, 65, 66, 69, 70, 71, 72, 73, 74, 75, 76, 78, 81, 82, 83, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104], "inform": [3, 29, 32, 33, 34, 35, 36, 53, 66, 68, 80], "packag": 3, "titl": [3, 68], "project": [3, 19, 73, 81, 104], "version": [3, 11, 12, 13, 14, 15, 16, 17, 19, 20, 22, 33, 37, 46, 63, 64, 66, 67, 84, 90, 105, 108], "short": [3, 74, 78, 81], "descript": [3, 19, 28, 32, 68], "includ": [3, 5, 8, 11, 12, 19, 20, 21, 23, 28, 29, 30, 32, 33, 34, 35, 50, 51, 57, 58, 65, 66, 67, 68, 74, 81, 85, 89, 97], "setup": 3, "py": [3, 70], "author": [3, 67], "email": 3, "step": [4, 47, 58, 66], "forecolor": [4, 24, 26, 27], "lightgrei": 4, "backcolor": [4, 24, 26, 27], "white": [4, 8, 24, 26, 27, 29, 58, 66, 70], "creat": [4, 28, 29, 32, 33, 34, 46, 56, 57, 58, 66, 68, 72, 88], "black": [4, 46, 66], "squar": [4, 58], "can": [4, 5, 8, 10, 12, 13, 14, 15, 16, 17, 18, 19, 20, 23, 25, 29, 32, 34, 36, 38, 42, 46, 50, 51, 56, 58, 66, 67, 68, 74, 79, 81, 87, 89, 95, 96, 105, 108], "complement": 4, "transpar": [4, 8, 10, 24, 26, 27, 47, 49, 70, 82], "area": [4, 10, 11, 21, 22, 46, 47], "grid": 4, "pixel": [4, 23, 36, 46, 47, 49, 58, 61, 66, 70, 96], "mean": [4, 19, 21, 22, 24, 26, 27, 28, 38, 41, 42, 47, 51, 56, 57, 58, 87, 90, 108], "function": [4, 7, 8, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 23, 28, 29, 32, 33, 34, 35, 36, 38, 41, 44, 46, 47, 49, 50, 53, 56, 57, 58, 61, 63, 65, 66, 67, 68, 80, 81, 82, 84, 85, 89, 93, 97, 99, 104], "suitabl": [4, 56, 58, 73, 97], "color": [4, 8, 10, 24, 26, 27, 46, 61, 66, 70, 95, 96, 105], "fore": [4, 24, 26, 27], "back": [4, 81], "A": [4, 5, 8, 12, 13, 14, 15, 16, 17, 19, 20, 24, 26, 27, 28, 33, 36, 37, 38, 39, 44, 45, 46, 47, 49, 56, 58, 59, 66, 67, 68, 72, 75, 80, 84, 87, 88, 89, 90, 92, 93, 94, 96, 98, 99, 100, 101, 102, 103, 108], "rgba": [4, 8, 30, 36, 63, 64, 70, 82], "contain": [4, 5, 10, 12, 13, 14, 15, 16, 17, 19, 20, 21, 23, 28, 29, 32, 33, 38, 39, 51, 53, 58, 63, 66, 67, 68, 74, 78, 81, 90, 93, 99, 101, 103], "add": [4, 34, 67, 68, 75], "rgb": [4, 6, 7, 8, 29, 30, 46, 58, 59, 66, 70, 82], "In": [4, 26, 38, 89, 90], "document": [4, 106, 107, 108], "accur": [4, 12, 20, 93, 99], "present": [4, 34, 68, 73], "state": [4, 32], "shown": [4, 69], "follow": [4, 28, 38, 51, 57, 58, 62, 67, 68, 74, 81, 88, 89, 90, 92, 93, 94, 96, 98, 99, 100, 102, 103, 108], "figur": 4, "modul": [5, 8, 11, 16, 17, 19, 20, 21, 22, 23, 28, 29, 32, 33, 34, 35, 36, 56, 57, 65, 67, 68, 69, 81, 84, 85, 93, 99, 105], "provid": [5, 8, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 23, 28, 29, 30, 32, 33, 34, 35, 36, 38, 46, 49, 51, 53, 56, 57, 58, 65, 66, 67, 68, 78, 79, 81, 84, 85, 87, 93, 99], "util": [5, 8, 19, 20, 28, 31, 33, 42, 45, 49, 52, 56, 57, 62, 65, 67, 73, 74, 78, 81, 105], "handl": [5, 8, 28, 29, 32, 33, 35, 36, 54, 57, 58, 65, 68], "url": [5, 12, 15, 17, 29, 36, 66], "convers": [5, 8, 33, 57, 58], "between": [5, 13, 14, 20, 21, 28, 29, 32, 38, 42, 43, 47, 57, 63, 64, 72, 78, 82, 85], "valid": [5, 46, 47, 51, 58, 105], "format": [5, 8, 10, 24, 26, 27, 28, 29, 32, 33, 34, 35, 36, 39, 46, 49, 50, 52, 56, 58, 66, 67, 68, 74, 76, 81, 97, 105], "support": [5, 6, 8, 13, 14, 15, 17, 20, 28, 32, 33, 34, 47, 53, 56, 57, 58, 63, 64, 66, 67, 68, 81, 82], "convert": [5, 8, 29, 34, 36, 38, 51, 56, 57, 58, 68, 81, 97], "specifi": [5, 8, 21, 22, 23, 28, 29, 32, 33, 38, 46, 47, 49, 58, 66, 67, 68, 72, 74, 79, 81, 84], "load": [5, 8, 12, 13, 16, 17, 28, 29, 32, 33, 34, 36, 66, 81, 87], "variou": [5, 8, 13, 14, 16, 20, 21, 23, 28, 30, 32, 33, 35, 58, 66, 68, 85, 108], "mime": 5, "jpg": [5, 6, 7, 8, 11, 13, 14, 15, 16, 17, 20, 23, 28, 33, 37, 38, 39, 41, 42, 43, 44, 45, 46, 47, 50, 59, 70, 73, 74, 78, 81, 88, 89, 90, 91, 92, 93, 94, 96, 97, 98, 99, 100, 102, 103, 104], "save_kwarg": 5, "string": [5, 12, 14, 15, 19, 36, 51, 66, 67, 75, 87, 104], "pil": [5, 6, 7, 8, 10, 16, 23, 29, 33, 42, 45, 46, 47, 49, 56, 58, 59, 61, 66, 74, 82, 91, 96], "numpi": [5, 6, 10, 23, 29, 32, 36, 38, 49, 51, 81, 85], "arrai": [5, 10, 23, 29, 36, 38, 42, 49, 51, 81, 85], "file": [5, 8, 10, 11, 12, 15, 17, 23, 34, 36, 42, 59, 65, 66, 67, 68, 87, 96, 104, 105], "path": [5, 8, 10, 11, 12, 15, 17, 23, 29, 33, 36, 59, 66, 67, 68, 74, 91, 96, 104], "desir": [5, 59], "addit": [5, 28, 29, 32, 33, 34, 46, 47, 57, 66, 68], "keyword": [5, 28, 29, 32, 33, 34, 46, 47, 66, 68, 84], "argument": [5, 28, 29, 32, 33, 34, 46, 47, 50, 51, 66, 68, 72, 74, 81, 84], "pass": [5, 26, 27, 28, 29, 32, 33, 34, 46, 47, 66, 70, 78, 82, 84], "save": [5, 10, 23, 34, 61, 66, 67, 68, 70], "encod": [5, 6, 9, 28, 29, 32, 36, 68, 105], "open": [5, 6, 7, 8, 10, 11, 16, 28, 33, 45, 46, 47, 49, 61, 66, 67, 82, 87], "test": [5, 42, 82, 88, 89, 90, 92, 93, 94, 96, 98, 99, 100, 102, 103], "blob_url": 5, "qualiti": [5, 22, 39, 60, 66, 81, 82], "95": [5, 33, 58, 71, 72, 79], "base64": 5, "pre": [5, 12, 14, 17, 29, 32, 39], "object": [5, 6, 8, 10, 11, 17, 21, 23, 33, 34, 36, 42, 46, 50, 53, 54, 57, 58, 59, 66, 68, 73, 74, 87, 90, 91, 93, 96, 99, 103], "rais": [5, 8, 12, 13, 15, 16, 17, 20, 21, 28, 32, 33, 36, 46, 49, 51, 54, 56, 57, 58, 61, 66, 67, 68, 71, 72, 79], "valueerror": [5, 12, 15, 17, 20, 21, 28, 32, 36, 49, 58, 68, 79], "unsupport": [5, 44, 57, 58, 79], "method": [5, 28, 29, 30, 32, 33, 35, 36, 38, 46, 58, 93, 99], "warn": 5, "userwarn": 5, "doesn": [5, 36, 72], "t": [5, 36, 72], "match": [5, 21, 32, 36, 49, 58, 72, 76, 105], "actual": [5, 17, 20, 44], "invalid": [5, 12, 15, 17, 20, 28, 32, 34, 58], "show": [5, 12, 13, 14, 15, 50], "bool": [5, 7, 8, 23, 26, 33, 38, 44, 46, 49, 50, 53, 58, 63, 64, 67, 68, 71, 72, 73, 74, 75, 77, 78, 81, 82, 88, 96, 104], "effici": [5, 19, 22, 29, 67, 85], "without": [5, 33, 61, 66, 71, 72, 80], "content": [5, 11, 26, 44, 69], "true": [5, 7, 8, 23, 33, 38, 46, 47, 50, 53, 56, 57, 58, 63, 64, 67, 68, 71, 72, 75, 77, 81, 88, 91, 96, 104], "fals": [5, 6, 7, 8, 23, 26, 33, 38, 44, 46, 58, 63, 64, 66, 67, 68, 71, 72, 73, 74, 75, 77, 78, 81, 82, 88, 91, 96, 104], "otherwis": [5, 8, 34, 38, 58, 63, 64, 68, 71, 72, 77, 82, 87], "abc": 5, "svg": 5, "xml": 5, "jpeg": [5, 62, 66, 91, 104], "text": [5, 18, 23, 29, 32, 44, 66, 75, 77, 105], "plain": 5, "hello": 5, "order_": [6, 7], "chw": [6, 7], "both": [6, 12, 21, 29, 32, 44, 56, 67, 81], "np": [6, 7, 10, 28, 29, 32, 36, 38, 47, 49, 51, 81, 85], "uint8": [6, 7], "float32": [6, 7, 10, 24, 26, 27, 38], "ar": [6, 10, 11, 12, 13, 14, 15, 16, 17, 20, 21, 22, 28, 29, 32, 33, 34, 38, 41, 42, 43, 44, 46, 51, 54, 57, 58, 59, 62, 66, 67, 68, 71, 72, 73, 74, 78, 79, 81, 82, 88, 89, 90, 91, 92, 93, 94, 96, 98, 99, 100, 101, 102, 103, 104], "order": [6, 7, 58, 75, 76, 105], "rgb_encod": [6, 9], "custom_imag": [6, 7], "data_cwh": 6, "cwh": 6, "data_int": 6, "use_float": [6, 7], "mode": [6, 7, 8, 21, 33, 36, 57, 59, 66, 79, 82, 87], "1606x1870": [6, 7], "0x7fb9b89bbdc0": 6, "0x7fb9b89bbe50": 6, "0x7fb9b89bbdf0": 6, "invers": 6, "oper": [6, 29, 32, 37, 38, 39, 41, 42, 58, 67, 105], "ndarrai": [7, 10, 28, 29, 32, 36, 38, 42, 47, 49, 51, 81, 85], "channel": [7, 8, 30, 58, 63, 64, 82], "jpegimageplugin": [7, 59], "jpegimagefil": [7, 59], "0x7f9ec37389d0": 7, "shape": [7, 38, 42, 49, 70, 81], "dtype": [7, 38], "3": [7, 10, 11, 12, 13, 14, 20, 21, 38, 39, 42, 44, 46, 51, 53, 58, 61, 66, 74, 81, 88, 89, 90, 92, 93, 94, 96, 97, 98, 99, 100, 102, 103, 106, 107, 108], "1870": 7, "1606": 7, "whc": 7, "": [7, 11, 12, 13, 14, 15, 16, 17, 20, 21, 22, 28, 33, 34, 36, 44, 46, 56, 58, 66, 81, 84, 92], "result": [7, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 23, 28, 29, 32, 33, 36, 39, 42, 44, 46, 47, 49, 50, 70, 73, 74, 81, 85, 92, 93, 99], "same": [7, 8, 38, 43, 81, 84], "torchvis": [7, 55, 105], "transform": [7, 8, 54, 55, 56, 57, 75, 105], "to_tensor": [7, 56, 57], "process": [8, 9, 12, 13, 15, 16, 21, 30, 33, 35, 36, 38, 56, 58, 61, 63, 64, 65, 72, 81, 108], "manipul": [8, 65], "python": [8, 36, 61, 84, 106, 107, 108], "librari": [8, 33, 56, 58, 61, 108], "It": [8, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 23, 28, 29, 32, 33, 34, 35, 46, 47, 49, 53, 56, 57, 65, 67, 68, 81, 84, 85, 97, 108], "multipl": [8, 10, 15, 29, 32, 36, 38, 42, 66], "ad": [8, 11, 58, 67, 68, 75], "background": [8, 9, 24, 26, 27, 29, 60, 66, 70, 105], "check": [8, 36, 41, 67, 71, 72, 77, 88, 91, 101, 104, 108], "alpha": [8, 30, 63, 64], "design": [8, 21, 28, 32, 34, 35], "simplifi": [8, 89], "common": [8, 57], "relat": [8, 11, 13, 16, 65, 72, 85], "task": [8, 20, 21, 32, 35, 46, 56], "applic": [8, 56, 73, 78, 97], "kei": [8, 17, 21, 29, 58, 67, 74, 81], "featur": [8, 12, 17, 29, 31, 32, 38, 42, 68, 70, 73, 74, 75, 81, 89], "binari": [8, 85], "like": [8, 11, 18, 23, 57, 58, 78, 84, 108], "onc": 8, "particularli": [8, 21, 28, 34, 35, 68, 84], "requir": [8, 10, 19, 20, 38, 47, 67, 68, 93, 99, 108], "preprocess": [8, 19, 28, 29, 33, 38, 63, 105], "befor": [8, 36, 38, 67, 81], "further": 8, "analysi": [8, 39], "force_background": [8, 58], "appli": [8, 14, 17, 19, 30, 38, 46, 47, 49, 56, 58, 61, 81, 85], "necessari": [8, 38, 73, 78], "ha": [8, 22, 44, 57, 82, 97, 106, 107], "4": [8, 11, 14, 16, 17, 21, 36, 37, 38, 39, 42, 46, 51, 61, 63, 64, 66, 74, 81, 88, 89, 90, 92, 93, 94, 96, 97, 98, 99, 100, 102, 103, 106, 107], "avoid": [8, 73], "anomali": 8, "dure": [8, 28, 36, 75, 96, 104], "subsequ": [8, 29, 46], "union": [8, 12, 13, 14, 15, 16, 17, 20, 21, 29, 32, 36, 38, 46, 51, 56, 58, 66, 68, 71, 72, 79], "retain": 8, "typeerror": [8, 51, 56, 57, 58, 71, 72, 79], "isinst": 8, "list": [8, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 23, 28, 29, 32, 33, 38, 42, 44, 46, 47, 50, 53, 56, 57, 58, 59, 71, 72, 79, 80, 81, 88, 90, 93, 99, 103], "tupl": [8, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 23, 28, 29, 32, 33, 38, 39, 42, 44, 46, 47, 50, 58, 81, 89, 90, 92, 93, 94, 97, 98, 99, 100, 101, 102, 103], "take": [8, 53, 58], "singl": [8, 15, 32, 36, 38, 57, 58, 75, 81, 85], "call": [8, 25, 66], "each": [8, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 23, 28, 33, 38, 42, 49, 56, 65, 75, 77, 81, 82, 97], "item": [8, 10, 17], "batch": [8, 63, 64, 81, 82, 101], "multiimagestyp": [8, 29, 32, 38, 47], "iter": [8, 58, 61, 72], "img_path": 8, "image1": 8, "image2": 8, "loaded_imag": 8, "len": [8, 59], "all": [8, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 25, 28, 29, 32, 33, 37, 38, 39, 41, 42, 44, 50, 51, 61, 63, 64, 67, 69, 70, 74, 76, 81, 88, 89, 90, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103], "pillow": [8, 55, 105], "boolean": [8, 38], "tool": [9, 15, 23, 28, 30, 37, 38, 39, 40, 46, 61, 69, 75, 95, 97], "basic": [9, 56, 60, 72], "grid_background": 9, "grid_transpar": 9, "blob": [9, 70, 105], "to_blob_url": 9, "load_image_from_blob_url": 9, "is_valid_image_blob_url": 9, "decod": [9, 36, 105], "rgb_decod": 9, "load_imag": [9, 23, 50, 66], "has_alpha_channel": 9, "layer": [9, 85, 105], "istack": 9, "mai": [10, 13, 16, 38, 62, 66, 73, 78, 84, 104, 106, 107], "block": [10, 28, 32, 33], "togeth": 10, "new": [10, 22, 28, 51, 63, 64, 66, 67, 72], "similar": [10, 11, 18, 29, 32, 38, 42, 58, 78, 81, 105], "techniqu": [10, 30, 36], "p": [10, 73, 74, 78, 81], "need": [10, 15, 33, 44, 47, 84, 88, 90, 93, 96, 99, 103], "stack": [10, 81], "addition": 10, "second": [10, 21, 38, 43, 77], "element": [10, 81], "rang": [10, 38, 42, 47], "left": [10, 46, 47, 51, 85], "0": [10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 28, 29, 33, 37, 38, 39, 42, 44, 46, 47, 49, 51, 53, 56, 57, 58, 61, 66, 67, 71, 72, 73, 74, 75, 78, 79, 80, 81, 85, 88, 89, 90, 92, 93, 94, 96, 97, 98, 99, 100, 102, 103, 106, 107, 108], "right": [10, 46, 51, 85], "two": [10, 21, 38, 43, 61, 77, 96], "dimension": [10, 81], "h": [10, 24, 26, 27, 49, 70], "w": [10, 24, 26, 27, 49, 70, 81], "posit": [10, 38, 46, 47, 89], "target": [10, 18, 24, 26, 27, 29, 47, 58], "By": [10, 44], "first": [10, 11, 15, 21, 33, 38, 43, 77], "howev": [10, 38], "solid": [10, 46], "pure": [10, 70], "lime": [10, 70], "nian": 10, "nian_lim": 10, "yellow": [10, 66], "5": [10, 11, 15, 20, 21, 38, 39, 42, 44, 47, 49, 51, 56, 57, 58, 59, 66, 73, 85, 88, 89, 90, 92, 93, 94, 96, 97, 98, 99, 100, 102, 103], "9": [10, 11, 21, 38, 42, 51, 58, 66, 79, 88, 89, 90, 92, 93, 96, 97, 98, 99, 100, 102, 103], "nian_tran": 10, "custom": [10, 12, 13, 14, 15, 16, 17, 20, 28, 32, 33, 36, 39, 46, 47, 49, 57, 58, 66, 67, 71], "mask": [10, 24, 26, 27, 47, 49, 70], "hs1": 10, "ab": 10, "linspac": 10, "ws1": 10, "nian_mask": 10, "hxw": [10, 24, 26, 27, 49], "booru": 11, "yolo": [11, 17, 19, 31, 105], "aperveyev": 11, "host": [11, 14, 19, 22, 29, 38, 44, 59, 74, 82, 88, 89, 90, 92, 93, 94, 96, 98, 99, 100, 102, 103, 108], "deepgh": [11, 12, 13, 14, 15, 16, 17, 19, 22, 38, 42, 44, 59, 74, 78, 82, 88, 89, 90, 92, 93, 94, 96, 98, 99, 100, 102, 103, 108], "overal": [11, 12, 13, 14, 15, 16, 17, 19, 20, 22, 25, 37, 38, 39, 41, 42, 44, 50, 61, 63, 64, 69, 76, 88, 89, 90, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103], "benchmark": [11, 12, 13, 14, 15, 16, 17, 19, 20, 22, 25, 37, 38, 39, 41, 42, 44, 50, 61, 63, 64, 69, 76, 82, 88, 89, 90, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103], "explan": 11, "No": [11, 66, 106, 107], "head": [11, 18, 23, 50, 72, 89, 98, 105], "anim": [11, 12, 13, 14, 15, 16, 17, 18, 20, 25, 27, 37, 38, 39, 41, 50, 52, 53, 59, 66, 69, 70, 72, 73, 76, 82, 89, 90, 93, 94, 98, 99, 100, 102, 103, 108], "pretti": 11, "girl": [11, 44, 72], "onli": [11, 12, 13, 14, 15, 16, 17, 20, 23, 38, 67, 72, 73, 78, 81, 96], "bust": 11, "torso": 11, "part": [11, 49, 50, 51], "collarbon": 11, "center": [11, 47, 57, 58], "pair": [11, 21, 32], "cover": [11, 19, 47, 66, 72], "breast": [11, 19, 72, 73, 74, 78, 80, 81], "boob": 11, "bra": 11, "nippl": [11, 12, 46, 66], "mostli": [11, 15], "visibl": [11, 23], "nsfw": [11, 46, 95, 105], "shld": 11, "shoulder": [11, 51], "mayb": 11, "one": [11, 32, 36, 42, 44, 58, 72, 81], "view": [11, 44], "profil": 11, "exactli": 11, "rear": 11, "exclud": 11, "sideb": 11, "uncov": 11, "other": [11, 38, 44, 58, 77, 80, 89], "visual": [11, 12, 13, 14, 15, 17, 18, 20, 38, 40, 50, 52, 81, 105], "mark": 11, "belli": [11, 19], "button": [11, 28, 74], "hip": [11, 51], "half": [11, 15, 72], "stock": 11, "line": [11, 25, 26, 53], "knee": [11, 51], "below": [11, 53, 69, 108], "6": [11, 21, 23, 38, 42, 51, 58, 61, 71, 72, 88, 89, 90, 92, 93, 94, 96, 97, 98, 99, 100, 102, 103, 106, 107], "nopan": 11, "panti": [11, 75], "cloth": 11, "bikini": 11, "regardless": 11, "censor": [11, 18, 46, 47, 93, 99, 105], "evid": 11, "7": [11, 12, 14, 15, 16, 17, 33, 38, 42, 44, 46, 49, 51, 58, 66, 71, 72, 78, 88, 89, 90, 92, 93, 94, 96, 97, 98, 99, 100, 102, 103], "butt": 11, "buttock": [11, 19], "least": [11, 35, 36, 68], "partial": 11, "behind": 11, "more": [11, 12, 31, 32, 44, 51, 56, 66, 84, 87], "less": [11, 12, 14, 20, 88], "stand": [11, 66, 73, 74, 78, 81], "sit": [11, 72], "ass": 11, "split": [11, 78], "leg": [11, 66], "wide": [11, 66], "90": 11, "degre": [11, 47], "typic": [11, 12, 29, 58], "abov": [11, 12, 13, 14, 15, 16, 17, 20, 49, 90, 93, 99, 103], "10": [11, 22, 28, 38, 42, 47, 51, 58, 61, 88, 89, 90, 93, 96, 97, 99, 100], "sprd": 11, "strongli": [11, 82], "11": [11, 38, 51, 88, 89, 90, 93, 96, 97, 99, 100], "vsplt": 11, "pose": [11, 38, 105], "12": [11, 23, 38, 46, 51, 58, 88, 89, 90, 93, 96, 97, 99, 100], "vsprd": 11, "vsplit": 11, "13": [11, 38, 51, 89, 90, 93, 97, 100, 102, 108], "full": [11, 66], "almost": 11, "side": [11, 45, 72, 104], "usual": [11, 42], "ly": 11, "14": [11, 51, 58, 89, 90, 93, 97, 100], "wing": [11, 72], "dragon": 11, "poni": 11, "15": [11, 41, 43, 51, 58, 89, 90, 93, 97, 100, 106, 107], "feral": 11, "four": [11, 12, 89], "non": [11, 12, 13, 14, 15, 16, 17, 19, 20, 33, 46, 94], "human": [11, 12, 13, 14, 15, 16, 17, 20, 50, 52, 88], "16": [11, 51, 58, 61, 63, 64, 89, 93, 97, 100], "hdrago": 11, "style": [11, 15, 20, 47, 102, 108], "17": [11, 51, 58, 97, 102], "hponi": 11, "18": [11, 19, 51, 58, 93, 97, 99, 106, 107], "hfox": 11, "cartoon": 11, "fox": 11, "dog": 11, "zootopia": 11, "nick": 11, "wild": 11, "19": [11, 51, 97], "hrabb": 11, "rabbit": 11, "judi": 11, "hopp": 11, "bunnygirl": 11, "20": [11, 28, 51, 58, 66, 97], "hcat": 11, "cat": [11, 72, 79], "catgirl": 11, "sharp": 11, "muzzl": 11, "compar": [11, 21, 32], "21": [11, 15, 51, 58, 102], "hbear": 11, "bear": 11, "22": [11, 51, 58], "jacko": 11, "memet": 11, "jack": 11, "o": [11, 66, 68, 78, 81, 93, 96, 106, 107], "contest": 11, "toward": [11, 51], "viewer": [11, 66], "23": [11, 51, 58], "jackx": 11, "sometim": 11, "24": [11, 38, 42, 51, 58, 61], "hhors": 11, "hors": 11, "implement": [11, 29, 32, 43, 84], "aa09": 11, "25": [11, 14, 19, 33, 43, 58, 102], "hbird": 11, "bird": 11, "name": [11, 12, 13, 14, 15, 16, 17, 20, 22, 28, 29, 32, 33, 38, 39, 44, 46, 51, 56, 57, 58, 73, 78, 81, 82, 88, 89, 92, 94, 97, 98, 100, 101, 102], "releas": 11, "time": [11, 68, 82], "yolov8s_pp09": 11, "2023": 11, "focus": 11, "special": 11, "class": [11, 13, 16, 17, 28, 29, 30, 32, 33, 36, 46, 47, 51, 54, 56, 58, 59, 65, 66, 68, 72, 89, 90, 93, 94, 98, 99, 100, 102, 103], "advanc": [11, 108], "capabl": [11, 29, 36, 44], "specif": [11, 12, 17, 28, 29, 32, 34, 36, 46, 51, 54, 56, 58, 68, 69, 89, 93, 99], "scenario": [11, 73, 78, 84], "yolov8s_pp12": 11, "2024": 11, "final": 11, "patch": 11, "continu": 11, "focu": [11, 66], "enhanc": [11, 31, 105], "improv": [11, 22, 81], "previou": 11, "yolov8m_pp13": 11, "offer": [11, 14, 15, 16, 21, 56, 68, 96], "yolov8n_as01": 11, "spinoff": 11, "26": [11, 58], "train": [11, 12, 13, 14, 15, 16, 17, 20, 38, 39, 73, 74, 75, 78, 82, 93, 99], "80": 11, "epoch": 11, "sfw": 11, "subset": 11, "wa": 11, "eventu": 11, "abandon": 11, "due": [11, 37, 38, 73, 78, 84, 89, 104], "ineffect": 11, "yolov8m_as02": 11, "start": [11, 36, 47, 66, 105], "30": [11, 20, 47], "public": [11, 29], "friendli": [11, 108], "reduc": [11, 38, 49, 81], "yolov8m_as03": 11, "as02": 11, "60": 11, "aim": 11, "bottleneck": 11, "reproduc": 11, "yolov8s_aa06": 11, "initi": [11, 28, 29, 33, 36, 46, 59, 72], "current": [11, 57, 63, 66, 93, 99, 106, 107, 108], "reincarn": 11, "compon": [11, 21, 28, 29, 32, 33, 84], "some": [11, 28, 31, 38, 42, 43, 47, 60, 71, 73, 74, 78, 81, 82, 84, 91, 104, 106, 107], "yolov8s_aa09": 11, "updat": [11, 28, 29, 32, 33, 67], "dataset": [11, 12, 13, 14, 15, 16, 17, 20, 39, 42, 81, 95], "closeup": 11, "adjust": [11, 33, 42, 72], "larg": [11, 26, 29, 38, 81], "hat": [11, 72], "aa06": 11, "yolov8s_aa10": 11, "major": 11, "fix": 11, "issu": [11, 17, 63], "wear": 11, "yolov8s_aa11": 11, "latest": [11, 33, 73, 78], "mainstream": 11, "aa10": 11, "outstand": 11, "map": [11, 28, 44, 50, 71, 72, 75, 79, 80, 85, 97, 101], "score": [11, 12, 13, 14, 15, 16, 17, 19, 21, 22, 23, 28, 29, 32, 37, 39, 41, 42, 44, 50, 51, 53, 75, 79, 88, 89, 90, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103], "though": 11, "note": [11, 15, 38, 47, 66, 89, 93, 96, 99, 106, 107], "complet": [11, 33, 47, 89, 95, 105], "fair": 11, "bias": 11, "model_nam": [11, 12, 13, 14, 15, 16, 17, 20, 28, 29, 32, 33, 39, 46, 81, 88, 89, 90, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103], "conf_threshold": [11, 12, 13, 14, 15, 16, 17, 20, 33, 46], "iou_threshold": [11, 12, 13, 14, 15, 16, 17, 19, 20, 33, 46], "kwarg": [11, 12, 13, 14, 15, 16, 17, 20, 28, 29, 32, 33, 34, 46, 47, 66, 68], "perform": [11, 15, 19, 20, 22, 29, 32, 33, 38, 44, 46, 47, 50, 58, 73, 84, 96, 97, 106, 107], "confid": [11, 12, 13, 14, 15, 16, 17, 19, 20, 22, 23, 33, 39, 44, 46, 51, 53, 74, 81], "threshold": [11, 12, 13, 14, 15, 16, 17, 19, 20, 22, 24, 33, 38, 41, 42, 44, 46, 49, 53, 73, 74, 78, 81, 88, 96], "iou": [11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 33, 46], "suppress": [11, 12, 13, 14, 15, 16, 17, 19, 20, 23, 33, 46, 82], "bounding_box": 11, "x1": [11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 23, 33, 46, 47], "y1": [11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 23, 33, 46, 47], "x2": [11, 19, 21], "y2": [11, 19, 21], "box": [11, 12, 13, 14, 15, 16, 17, 19, 21, 22, 23, 44, 50], "f": [11, 16, 21, 38, 42, 66, 85], "2f": 11, "point": [12, 16, 38, 51, 58], "femal": [12, 19, 46, 72], "genit": 12, "male": [12, 19, 72], "anime_censor_detect": 12, "yolov8": [12, 13, 14, 15, 16, 17, 20], "model": [12, 13, 14, 15, 16, 17, 19, 20, 22, 23, 25, 26, 27, 28, 29, 30, 32, 33, 37, 38, 39, 42, 44, 46, 50, 51, 53, 58, 61, 62, 63, 64, 65, 66, 69, 73, 74, 75, 76, 78, 81, 82, 85, 87, 88, 89, 90, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103, 105, 108], "v1": [12, 13, 14, 15, 16, 20, 46, 66, 81], "identifi": [12, 28, 36, 63], "locat": 12, "anatom": 12, "analyz": [12, 19, 39], "data": [12, 15, 17, 34, 36, 38, 50, 57, 65, 66, 73, 75, 93, 99, 105, 106, 107, 108], "either": [12, 13, 14, 15, 16, 32, 38, 58, 81, 85], "standard": [12, 14, 15, 16, 34, 58, 84], "n": [12, 13, 14, 15, 16, 17, 20, 36, 38, 46, 58, 66], "nano": [12, 14, 15, 16, 46], "faster": [12, 13, 14, 15, 16, 17, 46], "while": [12, 14, 15, 16, 23, 33, 45, 47, 61, 84], "slower": [12, 20], "construct": [12, 13, 15, 16, 46, 81], "intersect": [12, 13, 14, 15, 16, 17, 20, 21, 46], "over": [12, 13, 14, 15, 16, 17, 20, 21, 22, 46, 72], "merg": [12, 13, 14, 15, 16, 38], "integ": [12, 36, 42, 51, 58], "x0": [12, 13, 14, 15, 16, 17, 20, 23, 33, 46, 47], "y0": [12, 13, 14, 15, 16, 17, 20, 23, 33, 46, 47], "bound": [12, 13, 14, 15, 16, 17, 19, 21, 22, 23, 50], "indic": [12, 38, 51, 54, 73, 78, 81], "nipple_f": [12, 46], "peni": [12, 46], "pussi": [12, 46, 66], "runtimeerror": [12, 28, 32], "fail": 12, "detection_visu": [12, 13, 14, 15, 17, 18, 20], "nude_girl": [12, 46], "365": 12, "264": 12, "399": 12, "289": [12, 13], "7473511695861816": 12, "224": [12, 56, 57, 58], "260": 12, "252": 12, "285": 12, "6830288171768188": 12, "206": 12, "523": [12, 46, 47], "240": 12, "608": 12, "6799028515815735": 12, "matplotlib": [12, 13, 14, 15, 23, 50], "pyplot": [12, 13, 14, 15, 50], "plt": [12, 13, 14, 15, 50], "imshow": [12, 13, 14, 15, 50], "anime_eye_detect": 13, "allow": [13, 14, 16, 17, 20, 29, 33, 36, 54, 56, 58, 84], "trade": [13, 15], "off": [13, 15], "speed": [13, 14, 15, 16, 17, 20, 24, 82], "accuraci": [13, 14, 15, 16, 17, 20, 44, 88, 90, 93, 96, 99, 103], "higher": [13, 14, 15, 16, 17, 19, 22, 96], "consid": [13, 16, 21, 38, 44, 47, 49, 59, 72, 93, 99], "overlap": [13, 15, 16, 17, 21, 63, 64, 73, 74, 76, 78, 81, 82, 105], "coordin": [13, 14, 15, 16, 17, 23, 33, 47, 51, 61], "alwai": [13, 15, 16, 17, 44], "except": [13, 16, 36, 54, 58, 66], "predict": [13, 17, 20, 28, 29, 32, 33, 74, 81, 88, 90, 92, 93, 96, 97, 99, 101, 103], "yolo_predict": [13, 20, 31], "squat": [13, 15, 50], "297": 13, "239": [13, 44], "341": 13, "271": 13, "7760562896728516": 13, "230": 13, "263": 13, "308": 13, "7682342529296875": 13, "createml": 14, "huggingfac": [14, 16, 38, 44, 58, 61, 70, 88, 89, 90, 92, 93, 94, 96, 98, 99, 100, 102, 103], "anime_face_detect": 14, "user": [14, 20, 28, 29, 32, 33, 36, 59, 68, 108], "balanc": [14, 16, 20, 66], "system": [14, 15, 24, 54, 58, 93, 99], "overhead": [14, 15, 24, 84], "avail": [14, 20, 23, 28, 29, 36, 38, 44, 47, 54, 58, 66, 79, 87, 88, 90, 93, 99, 103], "v0": [14, 20, 63, 64], "overrid": [14, 20], "auto": [14, 20, 50, 68, 87], "mostima_post": [14, 17], "29": [14, 17, 58], "441": [14, 17], "204": [14, 17], "584": [14, 17], "7874319553375244": [14, 17], "346": [14, 17], "59": [14, 17], "529": [14, 17], "275": [14, 17], "7510495185852051": [14, 17], "606": [14, 17], "51": [14, 17, 58], "895": [14, 17], "336": [14, 17], "6986488103866577": [14, 17], "upper": [15, 46], "bodi": [15, 20, 50, 51, 53, 66], "anime_halfbody_detect": 15, "pleas": [15, 22, 37, 38, 44, 63, 65, 67, 82, 89, 93, 96, 99, 106, 107], "primari": [15, 89, 92, 94, 98, 100, 102], "purpos": 15, "crop": [15, 49, 56, 57, 58, 66], "illustr": [15, 66, 90, 92], "therefor": [15, 38, 106, 107], "consist": [15, 38], "person": [15, 18, 21, 23, 33, 50, 98, 105], "peopl": [15, 79], "guarante": [15, 44], "you": [15, 17, 18, 20, 25, 44, 47, 63, 64, 81, 82, 84, 87, 88, 89, 90, 93, 96, 99, 103, 108], "inde": 15, "recommend": [15, 22, 38, 41, 42, 81, 82, 93, 99], "approach": 15, "detect_person": [15, 18, 23, 50], "individu": [15, 21, 36, 56, 65], "obtain": [15, 25, 37, 38], "local": [15, 59, 106, 107], "flexibl": [15, 56, 57], "lower": [15, 41, 42, 44, 46], "127": 15, "629": 15, "637": 15, "9040350914001465": 15, "anime_hand_detect": 16, "main": [16, 19, 20, 23, 28, 29, 32, 33, 38, 58, 66, 68, 70, 73, 84, 108], "choos": [16, 20, 44], "35": [16, 58, 66, 73, 81], "configur": [16, 28, 38, 56, 57, 58, 105], "suit": 16, "case": [16, 22, 38, 41], "defin": [16, 20, 38, 66, 85], "being": 16, "label": [16, 17, 19, 21, 22, 23, 28, 29, 32, 33, 38, 39, 44, 75, 97, 101], "infer": [16, 19, 22, 29, 32, 33, 50, 63, 64, 87, 96], "anime_imag": 16, "bbox": 16, "conf": 16, "customiz": [17, 23], "integr": [17, 29, 73, 108], "hug": [17, 28, 29, 32, 33, 38, 58, 81], "face": [17, 18, 19, 28, 29, 32, 33, 38, 51, 53, 58, 66, 72, 81, 89, 105], "repositori": [17, 28, 29, 32, 33, 38], "anime_head_detect": 17, "contribut": 17, "our": 17, "develop": [17, 82, 108], "yolo11": 17, "architectur": 17, "usag": [17, 28, 29, 65, 66, 67, 73, 84, 85, 104], "head_detect_v2": 17, "0_": 17, "equal": [17, 47], "deprec": [17, 22, 37], "remov": [17, 22, 28, 33, 37, 44, 61, 70, 72, 74, 75, 80, 81], "futur": [17, 22], "help": [17, 38, 49, 61], "For": [17, 18, 20, 21, 29, 38, 44, 51, 65, 81, 87], "instead": [17, 22, 75], "detect_head": [18, 23], "booru_yolo": [18, 105], "detect_with_booru_yolo": 18, "detect_censor": [18, 46, 93, 99], "ey": [18, 47, 51, 66, 72, 105], "detect_ey": 18, "detect_fac": 18, "halfbodi": [18, 89, 98, 105], "detect_halfbodi": 18, "hand": [18, 51, 53, 66, 72, 105], "detect_hand": 18, "nudenet": [18, 105], "detect_with_nudenet": 18, "calculate_i": 18, "bboxes_similar": 18, "detection_similar": 18, "detect_text": 18, "nuditi": 19, "run": [19, 24, 28, 29, 33, 82, 87, 104, 105], "nm": 19, "postprocess": 19, "onnx": [19, 28, 29, 32, 33, 74, 87, 97], "nudenet_onnx": 19, "notai": 19, "tech": 19, "detail": [19, 61, 65, 66, 87, 89], "respect": 19, "female_genitalia_cov": 19, "genitalia": 19, "face_femal": 19, "buttocks_expos": 19, "expos": 19, "female_breast_expos": 19, "female_genitalia_expos": 19, "male_breast_expos": 19, "anus_expos": 19, "anu": 19, "feet_expos": 19, "feet": [19, 51, 53], "belly_cov": 19, "feet_cov": 19, "armpits_cov": 19, "armpit": 19, "armpits_expos": 19, "face_mal": 19, "belly_expos": 19, "male_genitalia_expos": 19, "anus_cov": 19, "female_breast_cov": 19, "buttocks_cov": 19, "onnxruntim": [19, 86, 105], "topk": [19, 28], "100": [19, 24, 33, 41, 58, 84], "45": [19, 42, 58], "score_threshold": 19, "number": [19, 28, 29, 32, 36, 38, 44, 51, 59, 61, 85, 88], "keep": [19, 78], "entir": 20, "anidet3": 20, "roboflow": 20, "m": 20, "x": [20, 38, 47, 51, 66, 84, 85, 101], "fastest": [20, 24], "most": [20, 28, 29, 32, 33], "confidence_scor": [20, 23], "genshin_post": [20, 45, 46, 47], "371": 20, "232": 20, "564": 20, "690": 20, "7533698678016663": 20, "135": [20, 51], "451": 20, "716": [20, 44], "6788613796234131": 20, "614": 20, "393": 20, "830": 20, "686": 20, "5612757205963135": 20, "1275": 20, "654": 20, "4047100841999054": 20, "calcul": [21, 29, 38, 41, 42], "comput": [21, 26, 29, 32, 40, 58, 84, 85, 97], "work": [21, 28, 29, 32, 35, 41, 68, 97], "aggreg": 21, "involv": 21, "segment": [21, 59, 105], "evalu": [21, 37], "algorithm": [21, 38, 41], "box1": 21, "box2": 21, "bboxtyp": 21, "measur": [21, 37, 38, 41], "divid": [21, 51], "4f": 21, "1429": 21, "bboxes1": 21, "bboxes2": 21, "liter": [21, 38, 47, 51, 63, 64, 79], "max": [21, 22], "raw": [21, 28, 29, 32, 36], "depend": [21, 66, 67, 104], "unknown": [21, 79], "hungarian": 21, "find": [21, 47], "optim": [21, 29, 38], "assign": [21, 22, 28, 38], "among": [21, 38], "averag": 21, "detect1": 21, "detect2": 21, "bboxwithscoreandlabel": 21, "group": [21, 28, 42, 75], "correspond": [21, 38, 44, 49, 58, 81, 97, 101], "combin": [21, 36, 44], "against": [21, 82], "ground": [21, 93, 99], "truth": [21, 93, 99], "car": 21, "85": [21, 73, 81], "75": 21, "text_detect": 22, "been": [22, 97], "migrat": 22, "ocr": [22, 105], "detect_text_with_ocr": [22, 105], "soon": 22, "paddleocr": [22, 44], "dbnetpp_resnet50_fpnc_1200e_icdar2015": 22, "05": [22, 58, 73, 74, 88, 89, 90, 92, 97, 98, 99, 100, 102, 103], "max_area_s": 22, "640": 22, "region": [22, 46, 49, 93, 99], "dbnet": 22, "do": [22, 49, 90], "640x640": 22, "ani": [22, 29, 32, 36, 38, 46, 56, 58, 61, 66, 71, 85, 87], "sinc": [22, 37], "appear": [23, 26], "font": 23, "pad": [23, 70], "see": [23, 66, 87], "text_pad": 23, "fontsiz": 23, "max_short_edge_s": 23, "fp": 23, "no_label": 23, "normal": [23, 29, 39, 56, 57, 58, 81], "predefin": [23, 72], "extract": [23, 24, 26, 27, 36, 38, 42, 44, 49, 58, 65, 66, 67, 68, 74, 81], "around": [23, 28, 33, 36, 53], "shortest": 23, "edg": [23, 53, 105], "maintain": [23, 33, 45, 51, 84, 108], "font_manag": 23, "fontproperti": 23, "properti": [23, 47, 51, 66, 68], "get": [24, 26, 27, 29, 37, 39, 59, 60, 66, 70, 73, 76, 81, 87, 89, 94, 96, 98, 100, 102], "cv2": 24, "have": [24, 26, 38, 79, 80, 93, 99, 104], "lowest": 24, "resourc": [24, 105], "low_threshold": 24, "high_threshold": 24, "200": [24, 33, 58], "assum": [24, 26, 27, 70], "its": [24, 26, 27, 28, 38, 44, 45, 58, 67, 70, 73, 75, 87, 89, 90, 92, 93, 94, 97, 98, 99, 100, 102, 103], "low": [24, 32, 37, 39, 66, 78, 81, 82], "high": [24, 32, 33, 60, 66, 82, 96, 97], "outlin": 25, "comparison": [25, 73], "canni": [25, 105], "get_edge_by_canni": 25, "edge_image_with_canni": 25, "lineart": [25, 27, 105], "get_edge_by_lineart": 25, "edge_image_with_lineart": 25, "lineart_anim": [25, 105], "get_edge_by_lineart_anim": 25, "edge_image_with_lineart_anim": 25, "best": [26, 39, 47, 66], "effect": [26, 37, 46, 104], "closest": 26, "consum": 26, "amount": 26, "memori": [26, 28, 29, 33, 106, 107], "power": 26, "runtim": [26, 29, 87, 96], "coars": 26, "detect_resolut": [26, 27], "512": [26, 27, 53, 66, 82], "deeper": 26, "richer": 26, "probabl": [26, 29, 97], "extra": [26, 66], "increas": [26, 38], "resolut": [26, 27, 59, 82], "neural": [26, 27, 70, 85], "network": [26, 27, 70, 85], "classif": [28, 32, 85, 89, 90, 92, 93, 94, 95, 98, 99, 100, 102, 103], "those": [28, 96], "store": [28, 29, 33, 34, 66, 67], "well": [28, 41], "manag": [28, 29, 32, 33, 87, 105], "interact": [28, 29, 32, 33], "also": [28, 56, 81, 108], "token": [28, 29, 32, 33], "authent": [28, 29, 32, 33], "access": [28, 29, 32, 51, 66, 84], "privat": [28, 29, 30, 32, 42], "repo_id": [28, 29, 32, 33], "fn_preprocess": 28, "callabl": [28, 58], "hf_token": [28, 29, 32, 33], "comprehens": [28, 29], "imagepreprocessfunc": 28, "variabl": [28, 47, 87], "_model_nam": 28, "cach": [28, 29, 32, 33, 59, 86, 105], "_model": 28, "dictionari": [28, 34, 39, 56, 58, 66, 67, 68, 71, 72, 74, 89, 92, 94, 98, 100, 102], "_label": 28, "_hf_token": 28, "org": 28, "repo": [28, 58], "__init__": [28, 29, 30, 32, 33, 36, 47, 51, 59, 68, 72], "instanc": [28, 29, 33, 38, 46, 51, 58, 59, 72], "clear": [28, 29, 32, 33, 38, 67, 89, 93, 99], "free": [28, 29, 33], "up": [28, 29, 33, 72], "launch_demo": [28, 29, 32, 33], "default_model_nam": [28, 29, 32, 33], "server_nam": [28, 29, 32, 33], "server_port": [28, 29, 32, 33], "launch": [28, 29, 32, 33], "gradio": [28, 29, 32, 33], "demo": [28, 29, 32, 33, 78], "interfac": [28, 29, 32, 33, 84], "ui": [28, 32, 33], "make_ui": [28, 29, 32, 33], "server": [28, 29, 32, 33], "select": [28, 29, 32, 33, 38, 46, 59], "dropdown": [28, 29], "port": [28, 29, 32, 33], "importerror": [28, 33], "instal": [28, 32, 33, 61, 67, 105], "properli": [28, 32, 66], "usernam": [28, 33], "repo_nam": [28, 33], "model_v1": 28, "7860": [28, 29, 33], "submit": 28, "recent": [28, 29, 32, 33], "label_group": 28, "highest": [28, 97], "through": [28, 29, 58, 108], "error": [28, 36, 58, 81], "predict_fmt": 28, "fmt": [28, 29, 32, 39, 74, 81], "top5": 28, "logit": [28, 29, 32], "embed": [28, 29, 32, 36, 81], "dict": [28, 29, 36, 39, 50, 56, 57, 58, 66, 67, 68, 74, 81, 84, 89, 90, 92, 93, 94, 98, 99, 100, 102, 103], "top": [28, 47, 96], "k": 28, "e": [28, 29, 38, 60, 63, 64, 79, 82, 85], "g": [28, 29, 38, 60, 63, 64, 79, 81, 82], "top10": 28, "predict_scor": 28, "ia": 28, "conveni": [28, 51, 66, 108], "wrapper": [28, 33, 36], "id": [28, 29, 32, 33], "multimod": 29, "hub": 29, "discoveri": 29, "variant": [29, 32], "pipelin": [29, 56, 58], "pattern": [29, 38, 72], "direct": 29, "api": [29, 32], "control": [29, 66], "via": 29, "web": [29, 32], "deploy": [29, 97], "reus": 29, "lru": 29, "thread": [29, 32, 84, 104], "safe": [29, 32, 67, 73, 74, 84, 95, 97, 99, 104, 105], "demand": 29, "switch": 29, "image_encod": [29, 32], "upload": [29, 33], "enter": 29, "link": 29, "address": 29, "bind": 29, "organ": 29, "displai": [29, 32, 63, 64], "precomput": [29, 80], "cosin": 29, "scale": [29, 32, 46, 47, 51, 66, 70, 81, 106, 107], "complex": 29, "image_embed": 29, "text_embed": 29, "etc": [29, 58], "thei": [29, 38, 54, 58], "l2": [29, 81], "text_encod": [29, 32], "accept": 29, "_process_rgb": 30, "_process_alpha_channel_with_model": 30, "_process_rgba": 30, "attribut": 30, "classifi": [31, 89, 94, 95, 96, 98, 100, 102, 103, 105], "classifymodel": 31, "classify_predict_scor": 31, "classify_predict": 31, "classify_predict_fmt": 31, "imageenhanc": 31, "clip": [31, 58, 66, 105], "clipmodel": 31, "clip_image_encod": 31, "clip_text_encod": 31, "clip_predict": 31, "siglip": [31, 58, 105], "siglipmodel": 31, "siglip_image_encod": 31, "siglip_text_encod": 31, "siglip_predict": 31, "yolomodel": 31, "sigmoid": [32, 86], "loss": 32, "creation": [32, 56, 57, 68], "preprocessor": [32, 66], "reset": 32, "intern": [32, 54, 67], "about": [32, 34], "hostnam": 32, "gr": [32, 33], "One": [32, 42], "detect": [33, 41, 44, 46, 50, 51, 52, 53, 71, 72, 87, 88, 93, 99, 105], "post": [33, 44], "helper": 33, "easi": 33, "metadata": [33, 39, 65, 67, 68, 105], "cleanup": 33, "associ": [33, 68], "default_conf_threshold": 33, "default_iou_threshold": 33, "environmenterror": [33, 61, 67], "environ": [33, 82, 84, 87, 105], "offlin": 33, "yolov5": 33, "allow_dynam": 33, "dynam": [33, 56], "300": [33, 58], "400": 33, "simpl": 33, "explicitli": 33, "read": [34, 35, 36, 65, 66, 67], "write": [34, 35, 36, 65, 67], "exif": [34, 35, 66], "gif": [34, 35, 66], "comment": 34, "These": [34, 37, 59], "retriev": [34, 38], "context": [34, 35], "ai": [34, 35, 68, 88], "found": [34, 47, 66, 89], "attempt": [34, 47, 58, 66, 68, 87], "commonli": [34, 58, 75, 85], "where": [34, 38, 66, 67, 81, 84], "look": [34, 44, 66, 89], "usercom": 34, "field": [34, 68], "dst_filenam": 34, "destin": [34, 66, 67, 68], "filenam": [34, 59], "pnginfo": [34, 36, 66, 68], "wai": [34, 66, 67], "geninfo": [35, 105], "lsb": [35, 68, 105], "signific": [35, 36, 38, 63, 68], "bit": [35, 36, 58, 68], "read_geninfo_paramet": 35, "read_geninfo_exif": 35, "read_geninfo_gif": 35, "write_geninfo_paramet": 35, "write_geninfo_exif": 35, "write_geninfo_gif": 35, "read_lsb_raw_byt": 35, "read_lsb_metadata": 35, "write_lsb_raw_byt": 35, "write_lsb_metadata": 35, "lsbreaderror": 35, "lsbextractor": 35, "imagelsbdataextractor": 35, "serialize_pnginfo": 35, "serialize_json": 35, "inject_data": 35, "steganographi": 36, "serial": 36, "json": 36, "compat": [36, 75], "inject": 36, "emb": [36, 81], "seamlessli": 36, "hidden": 36, "decompress": 36, "them": [36, 46, 56, 63, 67, 81], "gzip": 36, "written": 36, "appropri": [36, 44, 58, 66], "serializ": [36, 56], "err": 36, "caus": [36, 104], "multi": [36, 84], "get_next_n_byt": 36, "next": [36, 54], "get_one_byt": 36, "form": [36, 75], "read_32bit_integ": 36, "32": [36, 58], "interpret": [36, 51], "big": 36, "endian": 36, "enough": 36, "magic": 36, "stealth_pngcomp": 36, "expect": [36, 58], "extract_data": 36, "length": [36, 38, 45], "compress": 36, "along": [36, 38, 70], "robust": [36, 38], "skytnt": [37, 59, 70], "poor": 37, "anime_dbaesthet": [37, 40], "better": [37, 41, 61, 81, 82, 88, 90, 93, 96, 99, 103], "2053756": 37, "09986039996147156": 37, "1663584": 37, "24299287796020508": 37, "4886411": 37, "38091593980789185": 37, "2066024": 37, "5131649971008301": 37, "3670169": 37, "6011670827865601": 37, "5930006": 37, "7067991495132446": 37, "3821265": 37, "8237218260765076": 37, "5512471": 37, "9187621474266052": 37, "limit": [38, 73], "smaller": 38, "7eu7d7": [38, 78, 82, 108], "ccip_onnx": 38, "cluster": [38, 42], "refer": [38, 41, 65, 96], "relev": 38, "aforement": 38, "manual": [38, 47], "384": [38, 42, 56, 57, 58], "caform": 38, "randaug": 38, "prune": 38, "vector": 38, "pruned_fp32": 38, "5_fp32": 38, "feat": 38, "768": [38, 44, 66], "17847511429108218": 38, "1951224011983088": 38, "18397327797685215": 38, "y": [38, 47, 84], "16583099961280823": 38, "42947039008140564": 38, "4037521779537201": 38, "4371533691883087": 38, "40748104453086853": 38, "392294704914093": 38, "whether": [38, 44, 46, 58, 68, 71, 74, 81, 82], "belong": 38, "pairwis": 38, "matrix": 38, "5350548e": 38, "08": [38, 58, 98, 99], "6583106e": 38, "01": 38, "2947042e": 38, "0375218e": 38, "8025822e": 38, "3715334e": 38, "0748104e": 38, "2675274e": 38, "9229470e": 38, "j": 38, "th": 38, "dbscan": 38, "dbscan_2": 38, "dbscan_fre": 38, "optic": [38, 44], "optics_best": 38, "epsilon": 38, "ep": 38, "min_sampl": 38, "ccipclustermethodtyp": 38, "12921094122454668": 38, "1291187648928262": 38, "1836453739562513": 38, "distanc": 38, "_featureorimag": 38, "sampl": [38, 42, 66, 88, 89, 90, 92, 93, 94, 98, 99, 100, 102, 103], "neighborhood": [38, 61], "core": [38, 106, 107], "few": 38, "too": 38, "sensit": [38, 46, 81, 93, 99], "tune": 38, "guidelin": 38, "deal": [38, 65], "solut": [38, 47], "small": [38, 46], "advis": [38, 73], "significantli": 38, "separ": 38, "slightli": 38, "exhibit": 38, "regular": [38, 61], "outfit": 38, "awar": 38, "highli": 38, "so": [38, 41, 78, 82], "care": 38, "diff": 38, "07437477": 38, "0356068": 38, "04396922": 38, "05131693": 38, "assess": 39, "aesthet": [39, 40, 105], "danbooru": [39, 73, 76, 78, 93, 96], "hakubooru": 39, "kohakublueleaf": 39, "swinv2pv3_v0_448_ls0": 39, "2_x": 39, "percentil": 39, "_default_model_nam": 39, "masterpiec": [39, 66], "9831666690063624": 39, "8810615667538594": 39, "great": 39, "8225559148288356": 39, "good": [39, 44], "591020403706702": 39, "2888798940585766": 39, "243279223969715": 39, "worst": [39, 66], "005268185993767627": 39, "275707557797432": 39, "7977807857096195": 39, "56098810210824": 39, "670568235218525": 39, "1677918508648872": 39, "9305131509900093": 39, "6085879728198051": 39, "6834832429885864": 39, "16141420602798462": 39, "05435194447636604": 39, "025083942338824272": 39, "024000568315386772": 39, "027076328173279762": 39, "024589713662862778": 39, "3757021427154541": 39, "3451208472251892": 39, "1511985808610916": 39, "04740551486611366": 39, "02172713913023472": 39, "027498546987771988": 39, "03134724497795105": 39, "39281174540519714": 39, "22457796335220337": 39, "15563568472862244": 39, "10796019434928894": 39, "047730278223752975": 39, "0393439345061779": 39, "031940147280693054": 39, "13832266628742218": 39, "20687267184257507": 39, "2509062886238098": 39, "1644320785999298": 39, "11332042515277863": 39, "08270663768053055": 39, "043439216911792755": 39, "033693961799144745": 39, "03375888615846634": 39, "050045162439346313": 39, "16734018921852112": 39, "4311050772666931": 39, "23242227733135223": 39, "05163438618183136": 39, "012833272106945515": 39, "01619996316730976": 39, "03074900433421135": 39, "1396280825138092": 39, "5038207173347473": 39, "22299200296401978": 39, "07377689331769943": 39, "02854202501475811": 39, "026677291840314865": 39, "02838410809636116": 39, "026617199182510376": 39, "02508518099784851": 39, "06039097160100937": 39, "8043031692504883": 39, "get_aesthetic_scor": 40, "ccip": [40, 105], "ccip_extract_featur": 40, "ccip_batch_extract_featur": 40, "ccip_default_threshold": 40, "ccip_differ": 40, "ccip_sam": 40, "ccip_batch_differ": 40, "ccip_batch_sam": 40, "ccip_default_clustering_param": 40, "ccip_clust": 40, "ccip_merg": 40, "dbaesthet": [40, 105], "laplacian": [40, 105], "laplacian_scor": 40, "lpip": [40, 105], "lpips_extract_featur": 40, "lpips_differ": 40, "lpips_clust": 40, "psnr_": [40, 105], "psnr": [40, 64], "blur": [41, 46], "than": [41, 42, 46, 84, 88, 96], "seem": 41, "just": [41, 61, 90, 93, 96, 99, 103], "we": [41, 63, 82], "explor": 41, "bluri": 41, "hutao": [41, 70, 73, 74, 78, 81], "156": 41, "68285005210006": 41, "text_blur": 41, "2276": 41, "66629157129": 41, "real2": 41, "908745781486806": 41, "mmd": 41, "1072": 41, "8372572065527": 41, "richzhang": 42, "perceptualsimilar": 42, "chafen_arknight": 42, "rand": 42, "reach": 42, "995": 42, "cnn": 42, "f1": 42, "f2": 42, "f3": 42, "f4": 42, "f5": 42, "64": [42, 58, 61, 66, 82, 106, 107], "99": 42, "192": 42, "49": [42, 58], "256": [42, 56, 57, 63, 66], "img1": [42, 43, 81], "img2": [42, 43, 81], "anoth": 42, "16922694444656372": 42, "22250649333000183": 42, "6897575259208679": 42, "10956494510173798": 42, "6823137998580933": 42, "6837796568870544": 42, "nois": [42, 49, 61, 63], "inf": 43, "gaussian_20": 43, "dat": 43, "058228614646987": 43, "gaussian_3": 43, "27": [43, 58], "65611098737784": 43, "lq": 43, "29589659377844": 43, "recogn": [44, 58], "export": [44, 87], "recognit": 44, "ch_pp": 44, "ocrv4_det": 44, "heat_threshold": 44, "box_threshold": 44, "max_candid": 44, "1000": 44, "unclip_ratio": 44, "heat": 44, "candid": 44, "unclip": 44, "comic": [44, 90], "742": 44, "485": [44, 56, 57], "809": 44, "511": 44, "9543377610144915": 44, "682": 44, "98": 44, "734": 44, "124": 44, "9309689495575223": 44, "136": 44, "836": 44, "164": 44, "9042856988923695": 44, "144": 44, "455": 44, "196": 44, "874083638387722": 44, "719": 44, "835": 44, "488": 44, "8628696346175078": 44, "478": 44, "214": 44, "508": 44, "848871771901487": 44, "1030": 44, "557": 44, "1184": 44, "578": 44, "8352495440618789": 44, "427": 44, "129": 44, "553": 44, "154": 44, "8249209443996619": 44, "detect_model": 44, "recognize_model": 44, "ocrv4_rec": 44, "rotation_threshold": 44, "is_remove_dupl": 44, "rotat": [44, 47], "duplic": [44, 66], "mob": 44, "9356705927336156": 44, "shishou": 44, "8933000384412466": 44, "BUT": 44, "8730931912907247": 44, "oh": 44, "8417627579351514": 44, "mirror": 44, "7366019454049503": 44, "el": 44, "gato": 44, "iberico": 44, "7271127306351021": 44, "THAt": 44, "701928390168364": 44, "6965972578194936": 44, "chines": 44, "english": 44, "cannot": [44, 54, 56, 58, 68], "languag": 44, "func": [44, 86, 105], "japanes": [44, 66], "post_text": 44, "319": 44, "847": 44, "561": 44, "899": 44, "kancol": 44, "9130667787597329": 44, "552": 44, "811": 44, "791": 44, "921": 44, "1944": 44, "8566762346615406": 44, "820": 44, "558": 44, "850": 44, "fleet": 44, "collect": [44, 65], "8100635458911772": 44, "235": 44, "904": 44, "855": 44, "1009": 44, "\u6d77": 44, "6716076803280185": 44, "858": 44, "808": 44, "tsu": 44, "ka": 44, "NO": 44, "u": [44, 108], "mi": 44, "de": 44, "654507230718228": 44, "209": 44, "507": 44, "2888084133529467": 44, "japan_pp": 44, "ocrv3_rec": 44, "9230690942939336": 44, "8564870717047623": 44, "\u3044\u3064\u304b\u3042\u306e\u6d77\u3067": 44, "8061289060358996": 44, "8045396777081609": 44, "7311649382696896": 44, "\u8266\u3068\u308c\u308c": 44, "6648729016512889": 44, "ocrv2_det": 44, "ocrv3_det": 44, "ocrv4_server_det": 44, "ch_ppocr_mobile_slim_v2": 44, "0_det": 44, "ch_ppocr_mobile_v2": 44, "ch_ppocr_server_v2": 44, "en_pp": 44, "arabic_pp": 44, "ocrv2_rec": 44, "ocrv4_server_rec": 44, "0_rec": 44, "chinese_cht_pp": 44, "cyrillic_pp": 44, "devanagari_pp": 44, "en_number_mobile_v2": 44, "ka_pp": 44, "korean_pp": 44, "latin_pp": 44, "ta_pp": 44, "te_pp": 44, "dimens": [45, 58], "max_siz": [45, 56, 57, 58], "longer": 45, "after": [45, 58, 73, 78, 81], "1280": 45, "720": 45, "new_img": 45, "600": 45, "337": 45, "obscur": 46, "regist": [46, 47, 56, 57, 58], "rectangular": 46, "967": [46, 47], "143": [46, 47], "1084": [46, 47], "261": [46, 47], "246": [46, 47], "208": [46, 47], "331": [46, 47], "287": [46, 47], "662": [46, 47], "466": [46, 47], "705": [46, 47], "514": [46, 47], "479": [46, 47], "283": [46, 47], "326": [46, 47], "color_black": 46, "radiu": 46, "emoji": [46, 47], "penis": 46, "vagina": 46, "serv": [46, 58, 73], "foundat": 46, "inherit": [46, 58], "within": [46, 66, 73, 81], "fill": 46, "color_default": 46, "green": 46, "color_green": 46, "ffff00": 46, "color_ffff00": 46, "blur_4": 46, "blur_8": 46, "blur_12": 46, "pixelate_4": 46, "pixelate_8": 46, "pixelate_12": 46, "cl": 46, "arg": 46, "subclass": 46, "keyerror": 46, "alreadi": 46, "exist": [46, 67, 87, 90], "angl": 47, "end": [47, 66], "censor_area": [47, 48], "ratio_threshold": 47, "minimum": [47, 53, 59, 61], "total": [47, 106, 107], "star": [47, 78], "register_censor_method": [47, 48], "smiling_face_with_heart": 47, "twitter": 47, "appl": 47, "googl": 47, "microsoft": 47, "samsung": 47, "whatsapp": 47, "facebook": 47, "messeng": 47, "joypixel": 47, "openmoji": 47, "emojidex": 47, "mozilla": 47, "express": 47, "code": [47, 63, 78, 81], "_emojistyletyp": 47, "emoji_default": 47, "cat_fac": 47, "emoji_green": 47, "grinning_face_with_sweat": 47, "emoji_liuhanhuangd": 47, "minim": 47, "abl": [47, 54], "prefix": [47, 72, 77], "sum": 47, "cx": 47, "mass": 47, "occlus": 47, "cy": 47, "find_for_area": 47, "rectangl": 47, "corner": 47, "factor": [47, 58], "align": [48, 105], "align_maxs": 48, "censor_": [48, 105], "censor_nsfw": 48, "basecensor": 48, "colorcensor": 48, "blurcensor": 48, "pixelatecensor": 48, "imgcensor": [48, 105], "imagebasedcensor": 48, "emojibasedcensor": 48, "singleimag": 48, "squeez": [48, 105], "squeeze_with_transpar": 48, "fit": 49, "tightli": 49, "interest": 49, "jerry_with_spac": 49, "median_filt": 49, "median": 49, "kernel": 49, "larger": [49, 53, 83], "disabl": 49, "keypoint": [50, 51, 52, 53], "http": [50, 70, 108], "github": [50, 106, 107, 108], "com": [50, 108], "idea": 50, "research": 50, "auto_detect": 50, "out_bbox": 50, "person_detect_cfg": 50, "op18keypointset": [50, 52, 53], "rtmpose": 50, "config": [50, 57, 105, 108], "foot": [50, 51], "hand1": 50, "hand2": 50, "op18_visu": [50, 52], "0x7f5ca933f3d0": 50, "axesimag": 50, "0x7f5c98069790": 50, "all_": 51, "openpos": [51, 66], "op18": [51, 53], "__mul__": 51, "multipli": 51, "scalar": 51, "__truediv__": 51, "divisor": 51, "left_foot": 51, "left_hand": 51, "right_foot": 51, "right_hand": 51, "enum": 51, "enumer": 51, "symbol": [51, 78, 81], "make": [51, 56, 75, 85, 93, 97, 99], "readabl": [51, 81], "categor": 51, "nose": 51, "neck": 51, "elbow": 51, "wrist": 51, "ankl": 51, "ear": [51, 72, 79], "member": 51, "right_should": 51, "right_elbow": 51, "right_wrist": 51, "left_should": 51, "left_elbow": 51, "left_wrist": 51, "right_hip": 51, "right_kne": 51, "right_ankl": 51, "left_hip": 51, "left_kne": 51, "left_ankl": 51, "right_ey": 51, "left_ey": 51, "right_ear": 51, "left_ear": 51, "left_big_to": 51, "left_small_to": 51, "left_heel": 51, "right_big_to": 51, "right_small_to": 51, "right_heel": 51, "__int__": 51, "truncat": [51, 95, 105], "zero": 51, "must": [51, 72, 104], "preced": 51, "surround": 51, "whitespac": [51, 75], "36": [51, 58], "0b100": 51, "91": [51, 58], "112": 51, "92": [51, 58, 79], "113": [51, 58], "dwpose": [52, 105], "dwpose_estim": 52, "openpose18": 52, "op18_body_max": 52, "op18_body_min": 52, "op18_face_max": 52, "op18_face_min": 52, "op18_left_foot_max": 52, "op18_left_foot_min": 52, "op18_left_hand_max": 52, "op18_left_hand_min": 52, "op18_right_foot_max": 52, "op18_right_foot_min": 52, "op18_right_hand_max": 52, "op18_right_hand_min": 52, "keypoints_list": 53, "min_edge_s": 53, "draw_bodi": 53, "draw_hand": 53, "draw_feet": 53, "draw_fac": 53, "drawn": 53, "shorter": 53, "connect": 53, "ellips": 53, "facial": [53, 72, 89], "pars": [54, 56, 57, 65, 66, 105], "parser": [54, 56, 57, 66], "try": 54, "notparsetarget": 55, "register_pillow_transform": 55, "register_pillow_pars": 55, "create_pillow_transform": 55, "parse_pillow_transform": 55, "register_torchvision_transform": 55, "register_torchvision_pars": 55, "create_torchvision_transform": 55, "parse_torchvision_transform": 55, "register_creators_for_transform": 55, "notprocessortypeerror": 55, "create_transforms_from_transform": 55, "is_valid_size_dict": 55, "convert_to_size_dict": 55, "get_size_dict": 55, "create_clip_transform": 55, "create_transforms_from_clip_processor": 55, "create_convnext_transform": 55, "create_transforms_from_convnext_processor": 55, "create_vit_transform": 55, "create_transforms_from_vit_processor": 55, "create_siglip_transform": 55, "create_transforms_from_siglip_processor": 55, "create_bit_transform": 55, "create_transforms_from_bit_processor": 55, "create_blip_transform": 55, "create_transforms_from_blip_processor": 55, "create_mobilenetv2_transform": 55, "create_transforms_from_mobilenetv2_processor": 55, "tensor": [56, 57, 58, 67], "composit": [56, 58], "machin": [56, 85], "learn": [56, 85], "compos": [56, 57, 58], "sequenc": [56, 58, 72], "pillowcompos": [56, 58], "sequenti": 56, "decor": [56, 57, 58, 84], "facilit": 56, "creator": [56, 58], "tvalu": [56, 57], "describ": 56, "interpol": [56, 57, 58], "bicub": [56, 57, 58], "pillowres": [56, 58], "antialia": [56, 57, 58], "bilinear": [56, 57], "center_crop": [56, 57], "pillowcentercrop": [56, 58], "pillowtotensor": [56, 58], "maybe_to_tensor": [56, 57], "pillowmaybetotensor": 56, "std": [56, 57, 58], "pillownorm": [56, 58], "456": [56, 57], "406": [56, 57], "229": [56, 57], "225": [56, 57], "48500001430511475": 56, "4560000002384186": 56, "4059999883174896": 56, "2290000021457672": 56, "2240000069141388": 56, "22499999403953552": 56, "framework": 57, "extend": 57, "centercrop": 57, "totensor": 57, "maybetotensor": 57, "4850": 57, "4560": 57, "4060": 57, "2290": 57, "2240": 57, "2250": 57, "timm": 57, "interpolationmod": 57, "processor": [58, 106, 107], "vitimageprocessor": 58, "5906": 58, "33": 58, "donutimageprocessor": 58, "1901": 58, "70": [58, 82], "detrimageprocessor": 58, "1575": 58, "86": [58, 72], "clipimageprocessor": 58, "1374": 58, "73": 58, "videomaeimageprocessor": 58, "1093": 58, "convnextimageprocessor": 58, "648": 58, "65": 58, "segformerimageprocessor": 58, "533": 58, "00": 58, "beitimageprocessor": 58, "468": 58, "63": 58, "siglipimageprocessor": 58, "440": 58, "48": 58, "layoutlmv3imageprocessor": 58, "403": 58, "layoutlmv2imageprocessor": 58, "332": 58, "87": 58, "mllamaimageprocessor": 58, "qwen2vlimageprocessor": 58, "314": 58, "77": 58, "blipimageprocessor": 58, "276": 58, "55": 58, "idefics2imageprocessor": 58, "226": 58, "llavanextimageprocessor": 58, "215": 58, "bitimageprocessor": 58, "210": 58, "pix2structimageprocessor": 58, "conditionaldetrimageprocessor": 58, "53": 58, "samimageprocessor": 58, "52": 58, "deitimageprocessor": 58, "mask2formerimageprocessor": 58, "89": 58, "50": 58, "vivitimageprocessor": 58, "88": 58, "yolosimageprocessor": 58, "84": 58, "47": 58, "viltimageprocessor": 58, "41": 58, "detaimageprocessor": 58, "68": 58, "38": 58, "pixtralimageprocessor": 58, "mobilenetv2imageprocessor": 58, "mobilevitimageprocessor": 58, "61": 58, "34": [58, 106, 107], "dptimageprocessor": 58, "maskformerimageprocessor": 58, "28": 58, "nougatimageprocessor": 58, "ideficsimageprocessor": 58, "rtdetrimageprocessor": 58, "efficientnetimageprocessor": 58, "40": [58, 66], "deformabledetrimageprocessor": 58, "idefics3imageprocessor": 58, "fuyuimageprocessor": 58, "videollavaimageprocessor": 58, "pvtimageprocessor": 58, "09": 58, "oneformerimageprocessor": 58, "mobilenetv1imageprocessor": 58, "07": [58, 97, 98, 99, 102], "owlv2imageprocessor": 58, "chineseclipimageprocessor": 58, "efficientformerimageprocessor": 58, "llavaonevisionimageprocessor": 58, "swin2srimageprocessor": 58, "vithybridimageprocessor": 58, "owlvitimageprocessor": 58, "04": 58, "groundingdinoimageprocessor": 58, "03": 58, "perceiverimageprocessor": 58, "chameleonimageprocessor": 58, "levitimageprocessor": 58, "vitmatteimageprocessor": 58, "extens": [58, 73], "tri": 58, "def": [58, 84], "hasattr": 58, "feature_extractor": 58, "encount": 58, "becaus": 58, "until": 58, "successfulli": 58, "imageprocessor": 58, "autoimageprocessor": 58, "from_pretrain": 58, "openai": 58, "vit": 58, "patch32": 58, "pillowconvertrgb": 58, "48145467": 58, "4578275": 58, "40821072": 58, "26862955": 58, "2613026": 58, "2757771": 58, "size_dict": 58, "shortest_edg": 58, "invalid_kei": 58, "default_to_squar": 58, "height_width_ord": 58, "constraint": 58, "els": [58, 66, 106, 107], "incompat": 58, "longest_edg": 58, "param_nam": 58, "entri": 58, "conform": 58, "messag": [58, 82], "do_res": 58, "do_center_crop": 58, "crop_siz": 58, "do_rescal": 58, "rescale_factor": 58, "00392156862745098": 58, "do_norm": 58, "image_mean": 58, "image_std": 58, "do_convert_rgb": 58, "rescal": 58, "deviat": 58, "clipprocessor": 58, "crop_pct": 58, "tailor": 58, "convnext": 58, "percentag": 58, "prepar": 58, "replic": 58, "build": [58, 73, 81], "blip": 58, "255": 58, "openai_clip_mean": 58, "openai_clip_std": 58, "accord": 58, "behavior": 58, "mobilenetv2": 58, "per": 58, "equival": 58, "bg": 59, "strict_level": 59, "min_select": 59, "min_width": 59, "min_height": 59, "min_resolut": 59, "strict": [59, 93, 99], "get_imag": 59, "get_image_fil": 59, "list_image_fil": 59, "random_imag": 59, "randomli": 59, "random_image_fil": 59, "8057": 59, "000000": 59, "000001": 59, "000002": 59, "000003": 59, "000004": 59, "home": 59, "dgh": [59, 67, 108], "2400x1600": 59, "0x7feb86ed5160": 59, "003258": 59, "400x400": 59, "0x7feb86a748b0": 59, "quickli": 60, "backgroundimageset": 60, "list_bg_image_fil": 60, "get_bg_image_fil": 60, "get_bg_imag": 60, "random_bg_image_fil": 60, "random_bg_imag": 60, "opencv": 61, "denois": [61, 66], "inspir": [61, 70, 74, 81, 101], "mf666": [61, 101], "mist": 61, "fucker": 61, "diameter_min": 61, "diameter_max": 61, "sigma_color_min": 61, "sigma_color_max": 61, "sigma_space_min": 61, "sigma_space_max": 61, "radius_min": 61, "radius_max": 61, "eps_min": 61, "eps_max": 61, "b_iter": 61, "g_iter": 61, "random": [61, 79], "bilater": 61, "guid": 61, "stage": 61, "preserv": 61, "diamet": 61, "sigma": 61, "space": [61, 70, 81], "window": [61, 66], "term": 61, "contrib": 61, "noisy_imag": 61, "cleaned_img": 61, "cleaned_imag": 61, "blurri": [62, 66], "noisi": 62, "nafnet": [62, 105], "scunet": [62, 63, 105], "adversari": [62, 105], "remove_adversarial_nois": 62, "restore_with_nafnet": 62, "restore_with_scunet": 62, "ve": 63, "gaussian": 63, "To": 63, "correctli": 63, "credibl": 63, "rgg": [63, 64], "red": [63, 72], "gopro": 63, "sidd": 63, "tile_s": [63, 64, 82], "tile_overlap": [63, 64, 82], "batch_siz": [63, 64, 82], "silent": [63, 64, 82], "nafnetmodeltyp": 63, "tile": [63, 64, 82], "progress": [63, 64, 82], "gan": 64, "128": 64, "scunetmodeltyp": 64, "automatic1111": 65, "stabl": [65, 66, 88, 108], "diffus": [65, 66, 88], "webui": [65, 66, 67], "novelai": 65, "sdwui": 65, "submodul": 65, "nai": [65, 105], "docstr": 65, "sdmetadata": 65, "parse_sdmeta_from_text": 65, "get_sdmeta_from_imag": 65, "save_image_with_sdmeta": 65, "read_metadata": 65, "save_with_metadata": 65, "naimetadata": 65, "get_naimeta_from_imag": 65, "add_naimeta_to_imag": 65, "save_image_with_naimeta": 65, "formatt": 66, "a1111": 66, "sd_metadata_simpl": 66, "sd_metadata_complex": 66, "prompt": 66, "neg_prompt": 66, "neg": 66, "__str__": 66, "sd1": 66, "extrem": 66, "delic": 66, "beauti": 66, "offici": 66, "global": [66, 104], "illumin": 66, "soft": 66, "shadow": 66, "super": 66, "light": 66, "novel": [66, 68], "4k": 66, "metal_textur": 66, "striped_background": 66, "rich": 66, "cg": 66, "uniti": 66, "8k": 66, "wallpap": 66, "unreal": 66, "sci": 66, "fi": 66, "fantasi": 66, "silver_skin": 66, "cut": [66, 72], "silver_impossible_bodysuit": 66, "gem_on_chest": 66, "cut_silver_mechanical_leotard": 66, "headgear": [66, 72], "1_girl": 66, "solo": [66, 71, 72, 73, 74, 78, 79, 80, 81], "slim_waist": 66, "hair": [66, 72], "long": 66, "lumin": 66, "medium_breast": [66, 80], "indistinct_camelto": 66, "flat_crotch": 66, "coquettish": 66, "squint": 66, "evil_smil": 66, "dark_persona": 66, "mouth": 66, "wet": 66, "slim_fac": 66, "tall_girl": 66, "matur": 66, "mature_fac": 66, "slim_figur": 66, "slim_leg": 66, "groin": 66, "bare_thigh": 66, "easyneg": 66, "sketch": 66, "ugli": 66, "huge": 66, "logo": 66, "monochrom": [66, 92, 95, 105], "bad": 66, "mutat": 66, "horror": 66, "geometri": 66, "bad_prompt": 66, "miss": 66, "finger": 66, "limb": 66, "anatomi": 66, "interlock": 66, "digit": 66, "arm": 66, "2girl": 66, "deform": 66, "artist": 66, "blush": [66, 73, 74, 78, 81], "lipstick": 66, "skindent": 66, "tie": 66, "big_breast": 66, "thighhigh": [66, 73], "pubic_hair": [66, 72], "3d": [66, 90], "realist": 66, "slip": [66, 75], "head_out_of_fram": 66, "curvi": 66, "sampler": 66, "ddim": 66, "cfg": 66, "seed": 66, "3827064803": 66, "512x848": 66, "hash": 66, "eb49192009": 66, "anidosmix": 66, "skip": 66, "new_imag": 66, "let": 66, "what": 66, "nslim_fac": 66, "848": 66, "_sdmeta_text": 66, "directli": 66, "starri": 66, "night": 66, "daylight": 66, "euler": 66, "sd2": 66, "1girl": [66, 71, 72, 73, 74, 75, 78, 79, 80, 81], "blue": 66, "footwear": 66, "shoe": 66, "bang": [66, 72, 73, 78, 81], "indoor": 66, "sleev": 66, "ahog": [66, 72, 73, 74, 78, 81], "dress": [66, 72], "pot": 66, "plant": 66, "bag": [66, 73, 74, 78, 81], "bun": [66, 72], "lora": 66, "bluearchive10": 66, "bluearchiv": 66, "neg1": 66, "dpm": 66, "2m": 66, "sde": 66, "karra": 66, "2647703743": 66, "768x768": 66, "72bd94132e": 66, "cutemix": 66, "strength": 66, "controlnet": 66, "control_v11p_sd15_openpos": 66, "cab727d4": 66, "weight": 66, "perfect": 66, "param": 66, "hire": 66, "upscal": [66, 105], "latent": 66, "ti": 66, "339cc9210f70": 66, "66a7279a88dd": 66, "info": 66, "underli": [66, 84], "sd_meta": 66, "scope": 66, "dst_file": [66, 68], "webp": 66, "systemerror": [66, 68], "input_imag": 66, "output_imag": 66, "a41": 67, "safetensor": 67, "torch": 67, "command": [67, 108], "pip": [67, 108], "_check_env": 67, "model_fil": 67, "key1": 67, "value1": 67, "key2": 67, "value2": 67, "src_model_fil": 67, "dst_model_fil": 67, "new_metadata": 67, "john": 67, "doe": [67, 71, 79, 93, 99], "input_model": 67, "output_model": 67, "softwar": 68, "generation_tim": 68, "dataclass": 68, "encapsul": 68, "taken": 68, "alia": 68, "success": [68, 108], "add_lsb_meta": 68, "save_metainfo": 68, "metainfo": 68, "prefer": 68, "isneti": [69, 105], "get_isnetis_mask": 69, "segment_with_isneti": 69, "segment_rgba_with_isneti": 69, "co": 70, "seg": 70, "1024": [70, 81], "app": 70, "l8": 70, "00ff00": 70, "mask_": 70, "image_": 70, "hutao_seg": 70, "skadi": [70, 73, 74, 78, 81], "skadi_seg": 70, "drop": [71, 72, 73, 78, 80, 81], "cosplai": 71, "no_eyewear": 71, "eyewear": [71, 72], "span": [71, 72], "matter": [71, 72], "red_hair": [71, 72, 79, 80], "use_preset": 71, "custom_blacklist": 71, "onlin": 71, "preset": 71, "ones": 71, "neither": [71, 72], "nor": [71, 72], "anal_hair": 72, "anal_tail": 72, "arm_behind_head": 72, "arm_hair": 72, "arm_under_breast": 72, "arms_behind_head": 72, "bird_on_head": 72, "blood_in_hair": 72, "breasts_on_glass": 72, "breasts_on_head": 72, "cat_on_head": 72, "closed_ey": 72, "clothed_female_nude_femal": 72, "clothed_female_nude_mal": 72, "clothed_male_nude_femal": 72, "clothes_between_breast": 72, "cream_on_fac": 72, "drying_hair": 72, "empty_ey": 72, "face_to_breast": 72, "food_on_fac": 72, "food_on_head": 72, "game_boi": 72, "grabbing_anoth": 72, "s_hair": 72, "grabbing_own_breast": 72, "gun_to_head": 72, "head_between_breast": 72, "heart_in_ey": 72, "multiple_boi": 72, "multiple_girl": 72, "object_on_breast": 72, "object_on_head": 72, "paint_splatter_on_fac": 72, "parted_lip": [72, 73, 74, 78, 81], "penis_on_fac": 72, "person_on_head": 72, "pokemon_on_head": 72, "rabbit_on_head": 72, "rice_on_fac": 72, "severed_head": 72, "star_in_ey": 72, "sticker_on_fac": 72, "tentacles_on_mal": 72, "tying_hair": 72, "built": [72, 84], "mutabl": 72, "constructor": 72, "empti": 72, "hold": [72, 73, 74, 78, 81], "futa": 72, "cum": 72, "rub": 72, "shade": 72, "plai": 72, "drill": 72, "skin": 72, "sidelock": 72, "twintail": [72, 73, 74, 78, 81], "braid": 72, "afro": 72, "bald": 72, "dreadlock": 72, "ponytail": 72, "updo": 72, "beard": 72, "mustach": 72, "pointi": 72, "horn": 72, "tail": 72, "ornament": 72, "hairband": 72, "pupil": 72, "bow": [72, 73, 74], "headwear": 72, "ribbon": [72, 74, 78], "crown": 72, "cap": 72, "hairclip": [72, 78], "mole": 72, "halo": 72, "fluff": 72, "flower": [72, 73, 74, 78, 81], "glass": [72, 75], "fang": 72, "boi": 72, "beret": 72, "heterochromia": 72, "headdress": 72, "eyepatch": 72, "headphon": 72, "eyebrow": 72, "eyelash": 72, "sunglass": 72, "intak": 72, "scrunchi": 72, "ear_pierc": 72, "headband": 72, "ring": 72, "under_mouth": 72, "freckl": 72, "lip": 72, "eyelin": 72, "eyeshadow": 72, "tassel": 72, "whitelist_suffix": 72, "whitelist_prefix": 72, "whitelist_word": 72, "suffix": [72, 77], "pool": 72, "whitelist": 72, "blacklist": [72, 76, 105], "singular": 72, "plural": 72, "chair": 72, "whole": 72, "word": 72, "hear": 72, "72": 72, "outdat": 73, "anymor": 73, "baselin": 73, "practic": 73, "use_real_nam": [73, 78], "general_threshold": [73, 74, 81], "character_threshold": [73, 74, 81], "drop_overlap": [73, 74, 78, 81], "real": [73, 78, 95, 105], "renam": [73, 78], "redirect": [73, 78], "mani": [73, 78], "websit": [73, 78], "rate": [73, 74, 81, 93, 95, 105], "char": [73, 74, 81], "9897817373275757": 73, "question": [73, 74, 81, 93], "010265946388244629": 73, "explicit": [73, 74, 81, 93], "2809715270996094e": 73, "9939777851104736": 73, "5032387375831604": 73, "black_bord": 73, "9943548440933228": 73, "black_glov": [73, 74, 78, 81], "5011609792709351": 73, "blue_ski": [73, 74, 78, 81], "6877802610397339": 73, "5543792843818665": 73, "8268730640411377": 73, "cloud": [73, 74, 78, 81], "8504303693771362": 73, "cowboy_shot": [73, 74, 78, 81], "6008237600326538": 73, "crop_top": [73, 74, 78, 81], "6635787487030029": 73, "dai": [73, 74, 78, 81], "8496965765953064": 73, "glove": [73, 74, 78, 81], "6107005476951599": 73, "hair_between_ey": [73, 74, 78, 81], "668294370174408": 73, "5619469285011292": 73, "holding_baseball_bat": [73, 74, 78, 81], "5141720771789551": 73, "letterbox": 73, "long_hair": [73, 74, 78, 80, 81], "9884189963340759": 73, "looking_at_view": [73, 74, 78, 81], "5673105120658875": 73, "midriff": [73, 74, 78, 81], "6290556192398071": 73, "navel": [73, 74, 78, 81], "9631235003471375": 73, "no_hat": [73, 74, 78], "7978747487068176": 73, "no_headwear": [73, 74, 78, 81], "7577926516532898": 73, "outdoor": [73, 74, 78, 81], "7118550539016724": 73, "5452839136123657": 73, "pillarbox": 73, "9841411709785461": 73, "red_ey": [73, 74, 78, 81], "958786129951477": 73, "shirt": [73, 74, 78, 81], "6720131039619446": 73, "short_sleev": [73, 74, 78, 81], "7077711820602417": 73, "silver_hair": [73, 74, 78], "6673924326896667": 73, "sky": [73, 74, 78, 81], "8709812760353088": 73, "9614333510398865": 73, "sportswear": [73, 74, 78, 81], "7786177396774292": 73, "6842771172523499": 73, "sweat": [73, 74, 78, 81], "9076308012008667": 73, "thigh": [73, 74, 78, 81], "580970823764801": 73, "skadi_": [73, 74, 81], "arknight": [73, 74, 81], "9633345007896423": 73, "9988503456115723": 73, "001651763916015625": 73, "00012505054473876953": 73, "9829280972480774": 73, "894218385219574": 73, "8733789920806885": 73, "backpack": [73, 74, 78, 81], "6322951316833496": 73, "9987058639526367": 73, "bag_charm": [73, 74], "9754379987716675": 73, "6810564994812012": 73, "9708781838417053": 73, "6356008052825928": 73, "5633733868598938": 73, "brick_wal": 73, "5315935611724854": 73, "brown_hair": [73, 74, 78, 81], "9397273659706116": 73, "9229896664619446": 73, "charm_": [73, 74], "9006357789039612": 73, "citi": 73, "9020784497261047": 73, "cityscap": 73, "9547432661056519": 73, "5296419262886047": 73, "8253412246704102": 73, "5619839429855347": 73, "hair_flow": [73, 74, 78, 81], "8277763724327087": 73, "hair_orna": [73, 74, 78, 81], "9356368780136108": 73, "hair_ribbon": [73, 74, 78], "5288072824478149": 73, "jacket": [73, 74, 78, 81], "6336134076118469": 73, "9703260064125061": 73, "8188960552215576": 73, "phone_screen": 73, "9579574465751648": 73, "9954615235328674": 73, "plaid": [73, 74, 78], "9725285172462463": 73, "plaid_skirt": [73, 74, 78], "9638455510139465": 73, "pleated_skirt": [73, 74, 78, 81], "7226815819740295": 73, "5321241021156311": 73, "red_nail": [73, 78], "5493080615997314": 73, "school_bag": [73, 74], "9863407611846924": 73, "school_uniform": [73, 74, 78, 81], "6794284582138062": 73, "5062428116798401": 73, "shoulder_bag": 73, "9325523972511292": 73, "skirt": [73, 74, 78, 81], "92237788438797": 73, "skyscrap": 73, "7728171348571777": 73, "sleeves_past_wrist": [73, 74, 78], "7257086038589478": 73, "smile": [73, 74, 78, 81], "5357837080955505": 73, "6939404010772705": 73, "7054293155670166": 73, "tongu": [73, 74, 78, 81], "9990814924240112": 73, "tongue_out": [73, 74, 78, 81], "9992498755455017": 73, "5012534260749817": 73, "very_long_hair": [73, 74, 78, 80, 81], "7461410164833069": 73, "lagpixellol": 74, "deepgelbooru_onnx": 74, "categori": [74, 89, 97], "dim": [74, 81], "9986732006072998": 74, "0013858973979949951": 74, "315376281738281e": 74, "9972434639930725": 74, "basebal": [74, 81], "5982598662376404": 74, "baseball_bat": [74, 78, 81], "6429562568664551": 74, "bike_short": 74, "36296138167381287": 74, "8308937549591064": 74, "black_shirt": [74, 78, 81], "7388008832931519": 74, "6039759516716003": 74, "30909663438796997": 74, "9694308042526245": 74, "6422968506813049": 74, "5898381471633911": 74, "8145260810852051": 74, "652222216129303": 74, "dolphin_short": 74, "466494083404541": 74, "7183809280395508": 74, "6753682494163513": 74, "7302790880203247": 74, "6649775505065918": 74, "large_breast": [74, 78, 81], "8446108102798462": 74, "98187655210495": 74, "8140730857849121": 74, "6360533833503723": 74, "9635934829711914": 74, "33370012044906616": 74, "44239571690559387": 74, "7891374826431274": 74, "6471294164657593": 74, "9958090782165527": 74, "8736815452575684": 74, "872096061706543": 74, "5640895366668701": 74, "5049663186073303": 74, "8832778930664062": 74, "9687467813491821": 74, "sports_bra": 74, "3659853935241699": 74, "9309735298156738": 74, "49939480423927307": 74, "stomach": [74, 78, 81], "446407288312912": 74, "809670090675354": 74, "6560589075088501": 74, "47956040501594543": 74, "9832853674888611": 74, "9994162321090698": 74, "0008397102355957031": 74, "00035390257835388184": 74, "9926226139068604": 74, "899387001991272": 74, "34215790033340454": 74, "5701972246170044": 74, "9512913227081299": 74, "6664570569992065": 74, "5614628791809082": 74, "33615976572036743": 74, "5770801305770874": 74, "987317681312561": 74, "37286585569381714": 74, "cardigan": [74, 78], "36409223079681396": 74, "7329680919647217": 74, "collared_shirt": [74, 78], "5924292206764221": 74, "4344901144504547": 74, "7465001344680786": 74, "5225946307182312": 74, "6976451873779297": 74, "9265321493148804": 74, "34527891874313354": 74, "6675043106079102": 74, "9096828699111938": 74, "long_sleev": [74, 78, 81], "41341525316238403": 74, "8418735265731812": 74, "miniskirt": [74, 78], "3675632178783417": 74, "nail_polish": [74, 78], "5284417867660522": 74, "open_cloth": [74, 78], "30296844244003296": 74, "48789578676223755": 74, "36596980690956116": 74, "7759367227554321": 74, "6535028219223022": 74, "8975257873535156": 74, "36911237239837646": 74, "4171145558357239": 74, "3942635953426361": 74, "6772940754890442": 74, "9397937655448914": 74, "5207280516624451": 74, "4673041105270386": 74, "9118321537971497": 74, "9967410564422607": 74, "9970728158950806": 74, "8419480323791504": 74, "6489560604095459": 74, "white_shirt": [74, 78], "6217572689056396": 74, "underscor": [75, 81], "convent": 75, "restor": [75, 105], "use_spac": 75, "use_escap": 75, "include_scor": 75, "score_descend": 75, "_": 75, "escap": 75, "unsaf": 75, "sort": [75, 79], "descend": 75, "panty_pul": 75, "6826801300048828": 75, "958938717842102": 75, "drinking_glass": 75, "9340789318084717": 75, "areola_slip": 75, "41196826100349426": 75, "9988248348236084": 75, "drink": 75, "pull": 75, "areola": 75, "999": 75, "959": 75, "934": 75, "683": 75, "412": 75, "mldanbooru": [76, 105], "get_mldanbooru_tag": 76, "wd14": [76, 78, 105], "get_wd14_tag": [76, 78], "convert_wd14_emb_to_predict": 76, "denormalize_wd14_emb": 76, "deepdanbooru": [76, 78, 105], "get_deepdanbooru_tag": [76, 78], "deepgelbooru": [76, 105], "get_deepgelbooru_tag": 76, "add_underlin": 76, "remove_underlin": 76, "tags_to_text": 76, "drop_overlap_tag": 76, "is_blacklist": 76, "drop_blacklisted_tag": 76, "char_whitelist_suffix": 76, "char_whitelist_prefix": 76, "char_whitelist_word": 76, "char_suffix": 76, "char_prefix": 76, "charactertagpool": 76, "is_basic_character_tag": 76, "drop_basic_character_tag": 76, "sort_tag": 76, "tag_match_suffix": 76, "tag_match_prefix": 76, "tag_match_ful": 76, "t1": 77, "t2": 77, "fulli": 77, "ml": 78, "448": 78, "keep_ratio": 78, "9999984502792358": [78, 100], "9999946355819702": 78, "9994951486587524": 78, "998144268989563": 78, "9978417158126831": 78, "9941409230232239": 78, "9799384474754333": 78, "979142427444458": 78, "961823582649231": 78, "961323618888855": 78, "9490893483161926": 78, "9450850486755371": 78, "9425153136253357": 78, "9409335255622864": 78, "9319437146186829": 78, "9265308976173401": 78, "9259042143821716": 78, "922250509262085": 78, "9199565052986145": 78, "9175475835800171": 78, "9102761745452881": 78, "9076938629150391": 78, "9052775502204895": 78, "8938589692115784": 78, "8894285559654236": 78, "8891903162002563": 78, "8845980763435364": 78, "8842408061027527": 78, "8659475445747375": 78, "862621009349823": 78, "8616052865982056": 78, "8562789559364319": 78, "short_short": [78, 81], "8555729389190674": 78, "8533340096473694": 78, "black_short": [78, 81], "8477485775947571": 78, "8430152535438538": 78, "tied_long_hair": [78, 81], "8340626955032349": 78, "crop_top_overhang": 78, "8266023397445679": 78, "8222048282623291": 78, "8202669620513916": 78, "8061150312423706": 78, "ass_visible_through_thigh": [78, 81], "7803354859352112": 78, "thigh_gap": [78, 81], "7789446711540222": 78, "arms_up": 78, "7052110433578491": 78, "9999866485595703": 78, "997043788433075": 78, "9969649910926819": 78, "9957101345062256": 78, "9928386807441711": 78, "9886980056762695": 78, "9864778518676758": 78, "ghost": [78, 81], "9769423007965088": 78, "9747489094734192": 78, "9736957550048828": 78, "9388670325279236": 78, "9356311559677124": 78, "91000896692276": 78, "8955123424530029": 78, "8910233378410339": 78, "8904104828834534": 78, "8881211280822754": 78, "8876776695251465": 78, "8864808678627014": 78, "8810517191886902": 78, "8798807263374329": 78, "8765745162963867": 78, "8737136125564575": 78, "8650439381599426": 78, "8613706827163696": 78, "blue_cardigan": 78, "8571277260780334": 78, "8333670496940613": 78, "8160212635993958": 78, "eyebrows_visible_through_hair": 78, "8122442364692688": 78, "8091571927070618": 78, "8082079887390137": 78, "8048468232154846": 78, "8042327165603638": 78, "7984272241592407": 78, "blazer": [78, 81], "794708251953125": 78, "78981614112854": 78, "7892146110534668": 78, "shaped_pupil": [78, 81], "7867060899734497": 78, "gradient_hair": 78, "786359965801239": 78, "7790888547897339": 78, "brown_skirt": 78, "7760675549507141": 78, "774523913860321": 78, "7721588015556335": 78, "7697228789329529": 78, "755959689617157": 78, "multicolored_hair": 78, "7477189898490906": 78, "7476690411567688": 78, "rail": 78, "7476617693901062": 78, "blue_jacket": 78, "7458406090736389": 78, "741143524646759": 78, "7364678978919983": 78, "7193643450737": 78, "red_neckwear": 78, "7108616828918457": 78, "7086325287818909": 78, "7055293321609497": 78, "7039415836334229": 78, "7018357515335083": 78, "shuffl": 79, "count": [79, 106, 107], "2boi": 79, "cat_ear": 79, "uniqu": 79, "8849405313291128": 80, "8548297594823425": 80, "03910296474461261": 80, "6615180440330748": 80, "21552028866308015": 80, "3165260620737027": 80, "47744464927382957": 80, "tagger": 81, "smilingwolf": 81, "wd": 81, "swinv2_v3": 81, "general_mcut_en": 81, "character_mcut_en": 81, "no_underlin": 81, "mcut": 81, "replac": 81, "index": [81, 108], "follw": 81, "valuabl": 81, "enabl": 81, "rapid": 81, "queri": 81, "0011444687843322754": 81, "8876402974128723": 81, "106781005859375": 81, "000277101993560791": 81, "997527003288269": 81, "9797663688659668": 81, "9905703663825989": 81, "9761719703674316": 81, "8981098532676697": 81, "8810765743255615": 81, "9498510360717773": 81, "8377365469932556": 81, "945058286190033": 81, "9457170367240906": 81, "969594419002533": 81, "7881088852882385": 81, "7687551379203796": 81, "9301245212554932": 81, "6703325510025024": 81, "white_hair": 81, "5292627811431885": 81, "8677047491073608": 81, "grey_hair": 81, "5859264731407166": 81, "9536856412887573": 81, "8056888580322266": 81, "8394746780395508": 81, "9473626613616943": 81, "8986269235610962": 81, "9385137557983398": 81, "8408567905426025": 81, "alternate_costum": 81, "4245271384716034": 81, "931140661239624": 81, "8830795884132385": 81, "7279844284057617": 81, "artist_nam": 81, "5333830714225769": 81, "64717698097229": 81, "9516432285308838": 81, "9655293226242065": 81, "9485014081001282": 81, "7366660833358765": 81, "7161656618118286": 81, "5858667492866516": 81, "6186309456825256": 81, "41193312406539917": 81, "467605859041214": 81, "36282333731651306": 81, "3756745457649231": 81, "motion_blur": 81, "5091936588287354": 81, "951993465423584": 81, "5634750723838806": 81, "8232709169387817": 81, "9869340658187866": 81, "49491602182388306": 81, "5193622708320618": 81, "003406703472137451": 81, "0007208287715911865": 81, "9798132181167603": 81, "8046203851699829": 81, "7596215009689331": 81, "7620116472244263": 81, "46084529161453247": 81, "48454540967941284": 81, "5152207016944885": 81, "8023070096969604": 81, "8653596639633179": 81, "7201820611953735": 81, "7816740870475769": 81, "697688639163971": 81, "8974947333335876": 81, "7491052746772766": 81, "5015512704849243": 81, "6401398181915283": 81, "43420469760894775": 81, "4528769850730896": 81, "5730487704277039": 81, "6739872694015503": 81, "5545973181724548": 81, "6946243047714233": 81, "5487751364707947": 81, "7439308166503906": 81, "4186026453971863": 81, "47378358244895935": 81, "4690653085708618": 81, "7565015554428101": 81, "hu_tao_": 81, "genshin_impact": 81, "9262397289276123": 81, "boo_tao_": 81, "942080020904541": 81, "denorm": 81, "denormalizer_nam": 81, "mnum2_al": 81, "understand": 81, "redund": 81, "structur": [81, 105], "b": 81, "r": [81, 93, 99], "c": 81, "linalg": 81, "norm": 81, "approx": [81, 82], "1e": 81, "cdc_anime_onnx": 82, "realli": 82, "As": [82, 93, 99], "1024x1024": 82, "2060": 82, "gpu": 82, "cost": 82, "cpu": [82, 87, 106, 107], "experi": 82, "hgsr": 82, "mhr": 82, "aug_x4_320": 82, "cute_waifu_aroma": 82, "pngimageplugin": 82, "pngimagefil": 82, "1168x1168": 82, "0x7f0e8ca06880": 82, "4672x4672": 82, "0x7f0e48edb640": 82, "cdc": [83, 105], "upscale_with_cdc": 83, "lru_cach": 84, "wrap": 84, "synchron": 84, "prevent": 84, "race": 84, "condit": 84, "maxsiz": 84, "expensive_funct": 84, "expens": 84, "lock": [84, 104], "safeti": [84, 101], "multithread": 84, "my_funct": 84, "introduc": 84, "acquisit": 84, "critic": 84, "mathemat": 85, "activ": 85, "deep": 85, "problem": [85, 93, 99], "input_valu": 85, "frac": 85, "26894142": 85, "73105858": 85, "ts_lru_cach": 86, "get_onnx_provid": 86, "open_onnx_model": 86, "cudaexecutionprovid": 87, "cpuexecutionprovid": 87, "ckpt": 87, "inferencesess": 87, "onnx_mod": 87, "decid": 87, "linux": [87, 106, 107], "execut": [87, 106, 107], "ignor": 87, "cuda": [87, 106, 107], "forc": 87, "anime_ai_check": 88, "mobilenetv3_sce_dist": [88, 99, 103], "mainli": 88, "caformer_s36_plus_sc": 88, "graph": 88, "9996960163116455": 88, "9999125003814697": 88, "997803270816803": 88, "9960069060325623": 88, "9887709021568298": 88, "9998629093170166": 88, "0013722758740186691": 88, "00020673229300882667": 88, "0001895089662866667": 88, "0008857478387653828": 88, "552320024231449e": 88, "001168627175502479": 88, "bangumi": [89, 90], "vision": 89, "imageri": 89, "bangumi_char_typ": 89, "definit": [89, 96], "video": 89, "secondari": 89, "often": 89, "lack": 89, "lead": 89, "under": [89, 108], "three": 89, "judg": 89, "anime_portrait": [89, 95], "mobilenetv3_v0_dist": [89, 98, 102, 103], "9998525381088257": 89, "00012103465269319713": 89, "6464786313008517e": 89, "906112609314732e": 89, "06": [89, 90, 92, 97, 98, 99, 100, 102], "9997243285179138": 89, "0002490800397936255": 89, "7215803381986916e": 89, "354368557978887e": 89, "9998849630355835": 89, "90006631379947e": 89, "3920385754317977e": 89, "2084233276254963e": 89, "9998877048492432": 89, "732793503440917e": 89, "4264976925915107e": 89, "0623419257171918e": 89, "07076334953308105": 89, "9290977716445923": 89, "0001044218079186976": 89, "4467317163944244e": 89, "2568268832401372e": 89, "9999498128890991": 89, "1810528778587468e": 89, "879474429093534e": 89, "260669109295122e": 89, "9999510049819946": 89, "2321036592766177e": 89, "025227553938748e": 89, "4251427273848094e": 89, "999957799911499": 89, "4273678718600422e": 89, "6884023302263813e": 89, "880981603288092e": 89, "0002326338435523212": 89, "9996368885040283": 89, "164971561403945e": 89, "00020793956355191767": 89, "13438372313976288": 89, "8652494549751282": 89, "000158855298650451": 89, "000238816806813702": 89, "3589179217815399": 89, "6406960487365723": 89, "0001471740542910993": 89, "002255884697660804": 89, "08208147436380386": 89, "9152728915214539": 89, "00038967153523117304": 89, "227699592884164e": 89, "0835404282261152e": 89, "1437502406770363e": 89, "9999284744262695": 89, "2125529792683665e": 89, "0218892384727951e": 89, "00011914174683624879": 89, "9998584985733032": 89, "2007669283775613e": 89, "6357082131435163e": 89, "3068713896209374e": 89, "9999185800552368": 89, "066640925273532e": 89, "529400813335087e": 89, "089402500540018e": 89, "9999388456344604": 89, "6406959295272827": 89, "not_paint": 90, "anime_classif": 90, "older": 90, "mobilenetv3_v1": [90, 100], "5_dist": 90, "3_dist": 90, "plot": [90, 93, 99, 103], "caformer_s36_v1": 90, "3_focal": 90, "8346158862113953": 90, "004201625939458609": 90, "0028638991061598063": 90, "15633030235767365": 90, "001988308737054467": 90, "9868855476379395": 90, "001178382197394967": 90, "00015886101755313575": 90, "0005986307514831424": 90, "011178601533174515": 90, "9933090209960938": 90, "0012440024875104427": 90, "00040085514774546027": 90, "004924307577311993": 90, "00012189441622467712": 90, "00031298911198973656": 90, "9968050718307495": 90, "182305903872475e": 90, "0027923565357923508": 90, "7805559259140864e": 90, "0004650334012694657": 90, "996709942817688": 90, "736721191671677e": 90, "0027629584074020386": 90, "4619508621981367e": 90, "0003803370927926153": 90, "998649537563324": 90, "190127922105603e": 90, "0008622839814051986": 90, "595230686594732e": 90, "0004573142796289176": 90, "00031435859273187816": 90, "8671838641166687": 90, "13199880719184875": 90, "563074617180973e": 90, "153919796110131e": 90, "290010737255216e": 90, "9727378487586975": 90, "027150526642799377": 90, "162296004826203e": 90, "4933258828241378e": 90, "0004275702522136271": 90, "995402455329895": 90, "002233930164948106": 90, "001911122351884842": 90, "1603819727897644": 90, "0007561995880678296": 90, "00017044576816260815": 90, "838487982749939": 90, "0002034590725088492": 90, "005001617129892111": 90, "000932251859921962": 90, "009352140128612518": 90, "9846979379653931": 90, "6018555470509455e": 90, "004064667969942093": 90, "464051254326478e": 90, "025772539898753166": 90, "9699516296386719": 90, "00011656546121230349": 90, "287263775244355e": 90, "370255853951676e": 90, "01098843663930893": 90, "0031668643932789564": 90, "9857884049415588": 90, "499273488065228e": 90, "8419872251106426e": 90, "0003471920208539814": 90, "029472889378666878": 90, "9700765609741211": 90, "0012387704337015748": 90, "001172148622572422": 90, "787473391043022e": 90, "003680602880194783": 90, "9938107132911682": 90, "8346157073974609": 90, "8671836853027344": 90, "8384883403778076": 90, "9846979975700378": 90, "9700766801834106": 90, "greyscal": 91, "jpeg_ful": [91, 104], "6125901": 91, "6125785": [91, 104], "6124220": 91, "rough": [92, 93, 99], "polish": 92, "mobilenetv3_v2": 92, "2_dist": [92, 100], "910087929805741e": 92, "1241951510310173": 92, "8757457137107849": 92, "00018937293498311192": 92, "030049214139580727": 92, "9697614312171936": 92, "008933082222938538": 92, "05096456781029701": 92, "9401022791862488": 92, "009832272306084633": 92, "9898634552955627": 92, "00030428936588577926": 92, "013919820077717304": 92, "9819902181625366": 92, "004089969675987959": 92, "04166747257113457": 92, "9582782983779907": 92, "4218515288084745e": 92, "8849249482154846": 92, "1149177998304367": 92, "0001573085755808279": 92, "9907882809638977": 92, "008958994410932064": 92, "0002527958422433585": 92, "9831690788269043": 92, "01682441122829914": 92, "613856385229155e": 92, "8757458329200745": 92, "8849248290061951": 92, "million": 93, "anime_r": [93, 95], "boundari": [93, 99], "challeng": [93, 99], "clean": [93, 99], "judgment": [93, 99], "intend": [93, 99], "quick": [93, 99, 105], "estim": [93, 99], "basi": [93, 99], "mobilenetv3_large_100_v0_ls0": 93, "caformer_s36_v0_ls0": 93, "7508869767189026": 93, "7034655809402466": 93, "728887677192688": 93, "7404400110244751": 93, "7446154952049255": 93, "7514738440513611": 93, "768704354763031": 93, "8219676613807678": 93, "7267540693283081": 93, "7645740509033203": 93, "7216582894325256": 93, "7615436315536499": 93, "815083920955658": 93, "8321858644485474": 93, "8204999566078186": 93, "820833146572113": 93, "chdir": 93, "doc": 93, "api_doc": 93, "7508870363235474": 93, "11212056130170822": 93, "06781744956970215": 93, "06917501986026764": 93, "7034654021263123": 93, "15903906524181366": 93, "06688199192285538": 93, "07061357796192169": 93, "7288877964019775": 93, "1476859599351883": 93, "060362350195646286": 93, "06306383013725281": 93, "7404399514198303": 93, "10337048768997192": 93, "08087948709726334": 93, "07530999928712845": 93, "055992450565099716": 93, "7446154356002808": 93, "13191790878772736": 93, "06747424602508545": 93, "06458679586648941": 93, "10566363483667374": 93, "07827574014663696": 93, "07079866528511047": 93, "7687042951583862": 93, "09974884241819382": 93, "06074819341301918": 93, "050435908138751984": 93, "8219675421714783": 93, "0593985915184021": 93, "06819795072078705": 93, "06569571048021317": 93, "1177448257803917": 93, "726753830909729": 93, "08980562537908554": 93, "06481882929801941": 93, "06922297924757004": 93, "10138414055109024": 93, "06351721286773682": 93, "07683827728033066": 93, "13798624277114868": 93, "05942752957344055": 93, "10584963858127594": 93, "7615437507629395": 93, "07317910343408585": 93, "060196295380592346": 93, "06751583516597748": 93, "0572039857506752": 93, "05398125201463699": 93, "06124086305499077": 93, "0525919646024704": 93, "8321859240531921": 93, "05922013148665428": 93, "06274889409542084": 93, "057530902326107025": 93, "8205001354217529": 93, "05683052912354469": 93, "06635929644107819": 93, "05597696080803871": 93, "8208332657814026": 93, "non_furri": 94, "mobilenetv3_v0": 94, "1_dist": 94, "9898804426193237": 94, "010119626298546791": 94, "9677742123603821": 94, "032225821167230606": 94, "959551215171814": 94, "040448784828186035": 94, "9535530209541321": 94, "04644693806767464": 94, "04358793422579765": 94, "9564120769500732": 94, "02767963521182537": 94, "9723203182220459": 94, "028900373727083206": 94, "9710996150970459": 94, "037573859095573425": 94, "9624261260032654": 94, "aicheck": [95, 105], "get_ai_created_scor": 95, "is_ai_cr": 95, "bangumi_char": [95, 105], "anime_bangumi_char_scor": 95, "anime_bangumi_char": 95, "anime_classify_scor": 95, "anime_classifi": 95, "is_greyscal": 95, "anime_completeness_scor": 95, "anime_complet": 95, "dbrate": [95, 105], "anime_dbrating_scor": 95, "anime_dbr": 95, "furri": [95, 105], "anime_furry_scor": 95, "anime_furri": 95, "get_monochrome_scor": 95, "is_monochrom": 95, "nsfw_pred_scor": 95, "nsfw_pred": 95, "portrait": [95, 105], "anime_portrait_scor": 95, "anime_rating_scor": 95, "anime_real_scor": 95, "safe_check_scor": 95, "safe_check": 95, "style_ag": [95, 105], "anime_style_age_scor": 95, "anime_style_ag": 95, "teen": [95, 105], "anime_teen_scor": 95, "anime_teen": 95, "is_truncated_fil": 95, "screen": 96, "row": 96, "bottom": 96, "grayscal": 96, "monochrome_detect": 96, "mobilenetv3_large_100_dist_safe2": 96, "mobilenetv3_dist": 96, "caformer_s36": 96, "mono": 96, "9614395499229431": 96, "9458909034729004": 96, "9559807777404785": 96, "9651952981948853": 96, "9379720687866211": 96, "8814834356307983": 96, "03941023349761963": 96, "07492382079362869": 96, "09546589106321335": 96, "016521310433745384": 96, "005693843588232994": 96, "0315730981528759": 96, "Not": 97, "five": 97, "hentai": 97, "neutral": 97, "porn": 97, "sexi": 97, "infinit": 97, "nsfwj": 97, "tfj": 97, "mobil": 97, "9970946311950684": 97, "00198739324696362": 97, "000894528697244823": 97, "4315058251668233e": 97, "099447197513655e": 97, "9282580614089966": 97, "061733175069093704": 97, "008979619480669498": 97, "0007789491210132837": 97, "0002501663693692535": 97, "7945129871368408": 97, "2044062316417694": 97, "0005603990866802633": 97, "0004847997915931046": 97, "564094367902726e": 97, "7977773547172546": 97, "01352313905954361": 97, "18791256844997406": 97, "0004888656549155712": 97, "00029804420773871243": 97, "04498734697699547": 97, "9509441256523132": 97, "4087972633424215e": 97, "003999904729425907": 97, "4542059185914695e": 97, "002892113756388426": 97, "982390284538269": 97, "02520776737947e": 97, "014633022248744965": 97, "858086610212922e": 97, "002532319398596883": 97, "9887337684631348": 97, "231979568838142e": 97, "008699454367160797": 97, "8187158022774383e": 97, "03564726561307907": 97, "954788088798523": 97, "343036850215867e": 97, "009289607405662537": 97, "00020158555707894266": 97, "006372362840920687": 97, "006019102409482002": 97, "9694945812225342": 97, "015214097686111927": 97, "002899901708588004": 97, "0004039364866912365": 97, "00012730166781693697": 97, "987038791179657": 97, "007135333959013224": 97, "005294707603752613": 97, "06964848190546036": 97, "0014777459437027574": 97, "9276643395423889": 97, "0003031621454283595": 97, "0009063396137207747": 97, "00028707628371194005": 97, "00010888021643040702": 97, "9992460012435913": 97, "00015473493840545416": 97, "0002033217460848391": 97, "563037691696081e": 97, "008058490231633186": 97, "00044566826545633376": 97, "937960684299469": 97, "05353058874607086": 97, "364063445587817e": 97, "00562260951846838": 97, "00012077406427124515": 97, "9897090792655945": 97, "004547217860817909": 97, "564737981942017e": 97, "016690678894519806": 97, "001258736359886825": 97, "9766013622283936": 97, "005440687295049429": 97, "4481674952548929e": 97, "01861923187971115": 97, "0008914825739338994": 97, "9674761295318604": 97, "012998746708035469": 97, "691116141155362e": 97, "0007601747056469321": 97, "0005019629606977105": 97, "039504989981651306": 97, "9591660499572754": 97, "0001652583305258304": 97, "0002614929690025747": 97, "020374108105897903": 97, "029394468292593956": 97, "9498046040534973": 97, "00016299057460855693": 97, "004782819654792547": 97, "002861740067601204": 97, "12280157208442688": 97, "8693908452987671": 97, "0001731760276015848": 97, "304211274255067e": 97, "03286275267601013": 97, "010648751631379128": 97, "9562522172927856": 97, "999900221824646": 98, "645313209854066e": 98, "3387104445428122e": 98, "9999704360961914": 98, "4465465685352683e": 98, "071506166132167e": 98, "9999785423278809": 98, "512719154561637e": 98, "292278612818336e": 98, "919455750496127e": 98, "9999444484710693": 98, "3647335082350764e": 98, "0555699191172607e": 98, "9999880790710449": 98, "3210242286731955e": 98, "7451418898417614e": 98, "9999822378158569": 98, "2084267331811134e": 98, "7460413321023225e": 98, "1532473820352607e": 98, "9999996423721313": 98, "0316136922483565e": 98, "840229633236049e": 98, "9999998807907104": [98, 99], "736660568800289e": 98, "199210472208506e": 98, "9999992847442627": 98, "r15": 99, "r18": 99, "sankaku": 99, "mobilenetv3_v1_pruned_ls0": 99, "caformer_s36_plu": [99, 103], "5863172936624323e": 99, "480062353375615e": 99, "9924363493919373": 99, "007255776319652796": 99, "0003077814180869609": 99, "996969997882843": 99, "0030054834205657244": 99, "4601260520284995e": 99, "9966891407966614": 99, "003293127752840519": 99, "770909148035571e": 99, "00025384966284036636": 99, "9996721744537354": 99, "399192691082135e": 99, "973351603141055e": 99, "9998563528060913": 99, "391309580067173e": 99, "0018681309884414077": 99, "9827859997749329": 99, "015345841646194458": 99, "013710384257137775": 99, "8339558839797974": 99, "15233369171619415": 99, "951323833462084e": 99, "00029566374723799527": 99, "9997004270553589": 99, "00018434497178532183": 99, "568440272123553e": 99, "9997699856758118": 99, "11225129129889e": 99, "051862899563275e": 99, "9999485015869141": 99, "902020231791539e": 99, "0005639699520543218": 99, "9994290471076965": 99, "anime_real_cl": 100, "4_dist": 100, "9999716281890869": 100, "8398366339388303e": 100, "9992202520370483": 100, "0007797438884153962": 100, "9999709129333496": 100, "905452492996119e": 100, "9999765157699585": 100, "3499671442550607e": 100, "9994087219238281": 100, "0005913018831051886": 100, "9999759197235107": 100, "4061362637439743e": 100, "9999052286148071": 100, "475799015490338e": 100, "403173675702419e": 100, "5848207794988411e": 100, "0010207017185166478": 100, "9989792704582214": 100, "2124368115328252e": 100, "9999977350234985": 100, "6512358342879452e": 100, "9999834299087524": 100, "359853614412714e": 100, "9999936819076538": 100, "600314317329321e": 100, "9999840259552002": 100, "5589323083986528e": 100, "9999843835830688": 100, "5513256585109048e": 100, "9999845027923584": 100, "pollut": 101, "shit": 101, "checker": 101, "mobilenet": 101, "v2": 101, "max_batch_s": 101, "1970": 102, "1980": 102, "1990": 102, "2000": 102, "2010": 102, "2015": 102, "2020": 102, "ag": 102, "9805465340614319": 102, "761269782553427e": 102, "0005044879508204758": 102, "01569165475666523": 102, "002850610064342618": 102, "00037849770160391927": 102, "9434612113400362e": 102, "053497342392802e": 102, "9992554783821106": 102, "0006490182713605464": 102, "8857468805654207e": 102, "317252262353577e": 102, "314484721769986e": 102, "0750001138148946e": 102, "706833609205205e": 102, "00034479793976061046": 102, "9995512366294861": 102, "391363472677767e": 102, "4607510820496827e": 102, "0679690351244062e": 102, "661913514311891e": 102, "757471131393686e": 102, "0744897230761126e": 102, "76177470368566e": 102, "9996387958526611": 102, "160279296338558e": 102, "00013228354509919882": 102, "1361367038916796e": 102, "464057489414699e": 102, "2412899599876255e": 102, "703883653040975e": 102, "127358498517424e": 102, "9973921775817871": 102, "0022309015039354563": 102, "00018872201326303184": 102, "780902943617548e": 102, "422096920578042e": 102, "638929097680375e": 102, "152203023797483e": 102, "00028818511054851115": 102, "9996094107627869": 102, "58777353237383e": 102, "9200742826797068e": 102, "00017117452807724476": 102, "518441947875544e": 102, "885544381570071e": 102, "4389253010449465e": 102, "1696006772108376e": 102, "9996393918991089": 102, "contenti": 103, "safe_teen": 103, "non_teen": 103, "caformer_s36_v0": 103, "9998493194580078": 103, "0378791052498855e": 103, "00012023092131130397": 103, "9790042638778687": 103, "0017522255657240748": 103, "01924353837966919": 103, "9998124241828918": 103, "19778298237361e": 103, "0001456339523429051": 103, "0008521362324245274": 103, "9989691972732544": 103, "00017870066221803427": 103, "0992944781901315e": 103, "9994398951530457": 103, "0004991036257706583": 103, "2035720727872103e": 103, "9994019269943237": 103, "0005460577667690814": 103, "0478151529678144e": 103, "524079147609882e": 103, "999934196472168": 103, "786742884898558e": 103, "653994154883549e": 103, "9998156428337097": 103, "0001218809193233028": 103, "00013706681784242392": 103, "9997410178184509": 103, "jpeg_trunc": 104, "2216614_truncat": 104, "imagefil": 104, "load_truncated_imag": 104, "ascii": 105, "metric": 105, "list_det_model": 105, "list_rec_model": 105, "sd": 105, "tag": 105, "platform": [106, 107], "shutil": [106, 107], "cpuinfo": [106, 107], "psutil": [106, 107], "hbutil": [106, 107], "size_to_bytes_str": [106, 107], "python_implement": [106, 107], "python_vers": [106, 107], "brand": [106, 107], "get_cpu_info": [106, 107], "brand_raw": [106, 107], "cpu_count": [106, 107], "freq": [106, 107], "cpu_freq": [106, 107], "mhz": [106, 107], "virtual_memori": [106, 107], "precis": [106, 107], "ye": [106, 107], "nvidia": [106, 107], "smi": [106, 107], "1021": [106, 107], "azur": [106, 107], "x86_64": [106, 107], "glibc2": [106, 107], "cpython": [106, 107], "amd": [106, 107], "epyc": [106, 107], "7763": [106, 107], "2994": 106, "0845": 106, "615": [106, 107], "gib": [106, 107], "deploi": [106, 107], "action": [106, 107], "3009": 107, "5905000000002": 107, "imgutil": 108, "pypi": 108, "simpli": 108, "newest": 108, "git": 108, "script": 108, "__name__": 108, "__main__": 108, "narugo1992": 108, "still": 108, "out": 108, "io": 108, "html": 108, "faq": 109}, "objects": {"imgutils": [[1, 0, 0, "-", "ascii"], [2, 0, 0, "-", "config"], [9, 0, 0, "-", "data"], [18, 0, 0, "-", "detect"], [25, 0, 0, "-", "edge"], [31, 0, 0, "-", "generic"], [35, 0, 0, "-", "metadata"], [40, 0, 0, "-", "metrics"], [44, 0, 0, "-", "ocr"], [48, 0, 0, "-", "operate"], [52, 0, 0, "-", "pose"], [55, 0, 0, "-", "preprocess"], [60, 0, 0, "-", "resource"], [62, 0, 0, "-", "restore"], [65, 0, 0, "-", "sd"], [69, 0, 0, "-", "segment"], [76, 0, 0, "-", "tagging"], [83, 0, 0, "-", "upscale"], [86, 0, 0, "-", "utils"], [95, 0, 0, "-", "validate"]], "imgutils.ascii": [[0, 0, 0, "-", "drawing"]], "imgutils.ascii.drawing": [[0, 1, 1, "", "ascii_drawing"]], "imgutils.config": [[3, 0, 0, "-", "meta"]], "imgutils.config.meta": [[3, 2, 1, "", "__AUTHOR_EMAIL__"], [3, 2, 1, "", "__AUTHOR__"], [3, 2, 1, "", "__DESCRIPTION__"], [3, 2, 1, "", "__TITLE__"], [3, 2, 1, "", "__VERSION__"]], "imgutils.data": [[4, 0, 0, "-", "background"], [5, 0, 0, "-", "blob"], [6, 0, 0, "-", "decode"], [7, 0, 0, "-", "encode"], [8, 0, 0, "-", "image"], [10, 0, 0, "-", "layer"]], "imgutils.data.background": [[4, 1, 1, "", "grid_background"], [4, 1, 1, "", "grid_transparent"]], "imgutils.data.blob": [[5, 1, 1, "", "is_valid_image_blob_url"], [5, 1, 1, "", "load_image_from_blob_url"], [5, 1, 1, "", "to_blob_url"]], "imgutils.data.decode": [[6, 1, 1, "", "rgb_decode"]], "imgutils.data.encode": [[7, 1, 1, "", "rgb_encode"]], "imgutils.data.image": [[8, 1, 1, "", "has_alpha_channel"], [8, 1, 1, "", "load_image"], [8, 1, 1, "", "load_images"]], "imgutils.data.layer": [[10, 1, 1, "", "istack"]], "imgutils.detect": [[11, 0, 0, "-", "booru_yolo"], [12, 0, 0, "-", "censor"], [13, 0, 0, "-", "eye"], [14, 0, 0, "-", "face"], [15, 0, 0, "-", "halfbody"], [16, 0, 0, "-", "hand"], [17, 0, 0, "-", "head"], [19, 0, 0, "-", "nudenet"], [20, 0, 0, "-", "person"], [21, 0, 0, "-", "similarity"], [22, 0, 0, "-", "text"], [23, 0, 0, "-", "visual"]], "imgutils.detect.booru_yolo": [[11, 1, 1, "", "detect_with_booru_yolo"]], "imgutils.detect.censor": [[12, 1, 1, "", "detect_censors"]], "imgutils.detect.eye": [[13, 1, 1, "", "detect_eyes"]], "imgutils.detect.face": [[14, 1, 1, "", "detect_faces"]], "imgutils.detect.halfbody": [[15, 1, 1, "", "detect_halfbody"]], "imgutils.detect.hand": [[16, 1, 1, "", "detect_hands"]], "imgutils.detect.head": [[17, 1, 1, "", "detect_heads"]], "imgutils.detect.nudenet": [[19, 1, 1, "", "detect_with_nudenet"]], "imgutils.detect.person": [[20, 1, 1, "", "detect_person"]], "imgutils.detect.similarity": [[21, 1, 1, "", "bboxes_similarity"], [21, 1, 1, "", "calculate_iou"], [21, 1, 1, "", "detection_similarity"]], "imgutils.detect.text": [[22, 1, 1, "", "detect_text"]], "imgutils.detect.visual": [[23, 1, 1, "", "detection_visualize"]], "imgutils.edge": [[24, 0, 0, "-", "canny"], [26, 0, 0, "-", "lineart"], [27, 0, 0, "-", "lineart_anime"]], "imgutils.edge.canny": [[24, 1, 1, "", "edge_image_with_canny"], [24, 1, 1, "", "get_edge_by_canny"]], "imgutils.edge.lineart": [[26, 1, 1, "", "edge_image_with_lineart"], [26, 1, 1, "", "get_edge_by_lineart"]], "imgutils.edge.lineart_anime": [[27, 1, 1, "", "edge_image_with_lineart_anime"], [27, 1, 1, "", "get_edge_by_lineart_anime"]], "imgutils.generic": [[28, 0, 0, "-", "classify"], [29, 0, 0, "-", "clip"], [30, 0, 0, "-", "enhance"], [32, 0, 0, "-", "siglip"], [33, 0, 0, "-", "yolo"]], "imgutils.generic.classify": [[28, 3, 1, "", "ClassifyModel"], [28, 1, 1, "", "classify_predict"], [28, 1, 1, "", "classify_predict_fmt"], [28, 1, 1, "", "classify_predict_score"]], "imgutils.generic.classify.ClassifyModel": [[28, 4, 1, "", "__init__"], [28, 4, 1, "", "clear"], [28, 4, 1, "", "launch_demo"], [28, 4, 1, "", "make_ui"], [28, 4, 1, "", "predict"], [28, 4, 1, "", "predict_fmt"], [28, 4, 1, "", "predict_score"]], "imgutils.generic.clip": [[29, 3, 1, "", "CLIPModel"], [29, 1, 1, "", "clip_image_encode"], [29, 1, 1, "", "clip_predict"], [29, 1, 1, "", "clip_text_encode"]], "imgutils.generic.clip.CLIPModel": [[29, 4, 1, "", "__init__"], [29, 4, 1, "", "clear"], [29, 4, 1, "", "image_encode"], [29, 4, 1, "", "launch_demo"], [29, 4, 1, "", "make_ui"], [29, 4, 1, "", "predict"], [29, 4, 1, "", "text_encode"]], "imgutils.generic.enhance": [[30, 3, 1, "", "ImageEnhancer"]], "imgutils.generic.enhance.ImageEnhancer": [[30, 4, 1, "", "__init__"], [30, 4, 1, "", "process"]], "imgutils.generic.siglip": [[32, 3, 1, "", "SigLIPModel"], [32, 1, 1, "", "siglip_image_encode"], [32, 1, 1, "", "siglip_predict"], [32, 1, 1, "", "siglip_text_encode"]], "imgutils.generic.siglip.SigLIPModel": [[32, 4, 1, "", "__init__"], [32, 4, 1, "", "clear"], [32, 4, 1, "", "image_encode"], [32, 4, 1, "", "launch_demo"], [32, 4, 1, "", "make_ui"], [32, 4, 1, "", "predict"], [32, 4, 1, "", "text_encode"]], "imgutils.generic.yolo": [[33, 3, 1, "", "YOLOModel"], [33, 1, 1, "", "yolo_predict"]], "imgutils.generic.yolo.YOLOModel": [[33, 4, 1, "", "__init__"], [33, 4, 1, "", "clear"], [33, 4, 1, "", "launch_demo"], [33, 4, 1, "", "make_ui"], [33, 4, 1, "", "predict"]], "imgutils.metadata": [[34, 0, 0, "-", "geninfo"], [36, 0, 0, "-", "lsb"]], "imgutils.metadata.geninfo": [[34, 1, 1, "", "read_geninfo_exif"], [34, 1, 1, "", "read_geninfo_gif"], [34, 1, 1, "", "read_geninfo_parameters"], [34, 1, 1, "", "write_geninfo_exif"], [34, 1, 1, "", "write_geninfo_gif"], [34, 1, 1, "", "write_geninfo_parameters"]], "imgutils.metadata.lsb": [[36, 3, 1, "", "ImageLsbDataExtractor"], [36, 3, 1, "", "LSBExtractor"], [36, 3, 1, "", "LSBReadError"], [36, 1, 1, "", "inject_data"], [36, 1, 1, "", "read_lsb_metadata"], [36, 1, 1, "", "read_lsb_raw_bytes"], [36, 1, 1, "", "serialize_json"], [36, 1, 1, "", "serialize_pnginfo"], [36, 1, 1, "", "write_lsb_metadata"], [36, 1, 1, "", "write_lsb_raw_bytes"]], "imgutils.metadata.lsb.ImageLsbDataExtractor": [[36, 4, 1, "", "__init__"], [36, 4, 1, "", "extract_data"]], "imgutils.metadata.lsb.LSBExtractor": [[36, 4, 1, "", "__init__"], [36, 4, 1, "", "get_next_n_bytes"], [36, 4, 1, "", "get_one_byte"], [36, 4, 1, "", "read_32bit_integer"]], "imgutils.metrics": [[37, 0, 0, "-", "aesthetic"], [38, 0, 0, "-", "ccip"], [39, 0, 0, "-", "dbaesthetic"], [41, 0, 0, "-", "laplacian"], [42, 0, 0, "-", "lpips"], [43, 0, 0, "-", "psnr_"]], "imgutils.metrics.aesthetic": [[37, 1, 1, "", "get_aesthetic_score"]], "imgutils.metrics.ccip": [[38, 1, 1, "", "ccip_batch_differences"], [38, 1, 1, "", "ccip_batch_extract_features"], [38, 1, 1, "", "ccip_batch_same"], [38, 1, 1, "", "ccip_clustering"], [38, 1, 1, "", "ccip_default_clustering_params"], [38, 1, 1, "", "ccip_default_threshold"], [38, 1, 1, "", "ccip_difference"], [38, 1, 1, "", "ccip_extract_feature"], [38, 1, 1, "", "ccip_merge"], [38, 1, 1, "", "ccip_same"]], "imgutils.metrics.dbaesthetic": [[39, 1, 1, "", "anime_dbaesthetic"]], "imgutils.metrics.laplacian": [[41, 1, 1, "", "laplacian_score"]], "imgutils.metrics.lpips": [[42, 1, 1, "", "lpips_clustering"], [42, 1, 1, "", "lpips_difference"], [42, 1, 1, "", "lpips_extract_feature"]], "imgutils.metrics.psnr_": [[43, 1, 1, "", "psnr"]], "imgutils.ocr": [[44, 1, 1, "", "detect_text_with_ocr"], [44, 1, 1, "", "list_det_models"], [44, 1, 1, "", "list_rec_models"], [44, 1, 1, "", "ocr"]], "imgutils.operate": [[45, 0, 0, "-", "align"], [46, 0, 0, "-", "censor_"], [47, 0, 0, "-", "imgcensor"], [49, 0, 0, "-", "squeeze"]], "imgutils.operate.align": [[45, 1, 1, "", "align_maxsize"]], "imgutils.operate.censor_": [[46, 3, 1, "", "BaseCensor"], [46, 3, 1, "", "BlurCensor"], [46, 3, 1, "", "ColorCensor"], [46, 3, 1, "", "PixelateCensor"], [46, 1, 1, "", "censor_areas"], [46, 1, 1, "", "censor_nsfw"], [46, 1, 1, "", "register_censor_method"]], "imgutils.operate.censor_.BaseCensor": [[46, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.BlurCensor": [[46, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.ColorCensor": [[46, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.PixelateCensor": [[46, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor": [[47, 3, 1, "", "EmojiBasedCensor"], [47, 3, 1, "", "ImageBasedCensor"], [47, 3, 1, "", "SingleImage"]], "imgutils.operate.imgcensor.EmojiBasedCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor.ImageBasedCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor.SingleImage": [[47, 4, 1, "", "__init__"], [47, 4, 1, "", "find_for_area"], [47, 5, 1, "", "height"], [47, 5, 1, "", "width"]], "imgutils.operate.squeeze": [[49, 1, 1, "", "squeeze"], [49, 1, 1, "", "squeeze_with_transparency"]], "imgutils.pose": [[50, 0, 0, "-", "dwpose"], [51, 0, 0, "-", "format"], [53, 0, 0, "-", "visual"]], "imgutils.pose.dwpose": [[50, 1, 1, "", "dwpose_estimate"]], "imgutils.pose.format": [[51, 3, 1, "", "OP18KeyPointSet"], [51, 2, 1, "", "OP18_BODY_MAX"], [51, 2, 1, "", "OP18_BODY_MIN"], [51, 2, 1, "", "OP18_FACE_MAX"], [51, 2, 1, "", "OP18_FACE_MIN"], [51, 2, 1, "", "OP18_LEFT_FOOT_MAX"], [51, 2, 1, "", "OP18_LEFT_FOOT_MIN"], [51, 2, 1, "", "OP18_LEFT_HAND_MAX"], [51, 2, 1, "", "OP18_LEFT_HAND_MIN"], [51, 2, 1, "", "OP18_RIGHT_FOOT_MAX"], [51, 2, 1, "", "OP18_RIGHT_FOOT_MIN"], [51, 2, 1, "", "OP18_RIGHT_HAND_MAX"], [51, 2, 1, "", "OP18_RIGHT_HAND_MIN"], [51, 6, 1, "", "OpenPose18"]], "imgutils.pose.format.OP18KeyPointSet": [[51, 4, 1, "", "__init__"], [51, 4, 1, "", "__mul__"], [51, 4, 1, "", "__truediv__"], [51, 5, 1, "", "body"], [51, 5, 1, "", "face"], [51, 5, 1, "", "left_foot"], [51, 5, 1, "", "left_hand"], [51, 5, 1, "", "right_foot"], [51, 5, 1, "", "right_hand"]], "imgutils.pose.format.OpenPose18": [[51, 7, 1, "", "LEFT_ANKLE"], [51, 7, 1, "", "LEFT_BIG_TOE"], [51, 7, 1, "", "LEFT_EAR"], [51, 7, 1, "", "LEFT_ELBOW"], [51, 7, 1, "", "LEFT_EYE"], [51, 7, 1, "", "LEFT_HEEL"], [51, 7, 1, "", "LEFT_HIP"], [51, 7, 1, "", "LEFT_KNEE"], [51, 7, 1, "", "LEFT_SHOULDER"], [51, 7, 1, "", "LEFT_SMALL_TOE"], [51, 7, 1, "", "LEFT_WRIST"], [51, 7, 1, "", "NECK"], [51, 7, 1, "", "NOSE"], [51, 7, 1, "", "RIGHT_ANKLE"], [51, 7, 1, "", "RIGHT_BIG_TOE"], [51, 7, 1, "", "RIGHT_EAR"], [51, 7, 1, "", "RIGHT_ELBOW"], [51, 7, 1, "", "RIGHT_EYE"], [51, 7, 1, "", "RIGHT_HEEL"], [51, 7, 1, "", "RIGHT_HIP"], [51, 7, 1, "", "RIGHT_KNEE"], [51, 7, 1, "", "RIGHT_SHOULDER"], [51, 7, 1, "", "RIGHT_SMALL_TOE"], [51, 7, 1, "", "RIGHT_WRIST"]], "imgutils.pose.visual": [[53, 1, 1, "", "op18_visualize"]], "imgutils.preprocess": [[54, 0, 0, "-", "base"], [56, 0, 0, "-", "pillow"], [57, 0, 0, "-", "torchvision"], [58, 0, 0, "-", "transformers"]], "imgutils.preprocess.base": [[54, 3, 1, "", "NotParseTarget"]], "imgutils.preprocess.pillow": [[56, 1, 1, "", "create_pillow_transforms"], [56, 1, 1, "", "parse_pillow_transforms"], [56, 1, 1, "", "register_pillow_parse"], [56, 1, 1, "", "register_pillow_transform"]], "imgutils.preprocess.torchvision": [[57, 1, 1, "", "create_torchvision_transforms"], [57, 1, 1, "", "parse_torchvision_transforms"], [57, 1, 1, "", "register_torchvision_parse"], [57, 1, 1, "", "register_torchvision_transform"]], "imgutils.preprocess.transformers": [[58, 3, 1, "", "NotProcessorTypeError"], [58, 1, 1, "", "convert_to_size_dict"], [58, 1, 1, "", "create_bit_transforms"], [58, 1, 1, "", "create_blip_transforms"], [58, 1, 1, "", "create_clip_transforms"], [58, 1, 1, "", "create_convnext_transforms"], [58, 1, 1, "", "create_mobilenetv2_transforms"], [58, 1, 1, "", "create_siglip_transforms"], [58, 1, 1, "", "create_transforms_from_bit_processor"], [58, 1, 1, "", "create_transforms_from_blip_processor"], [58, 1, 1, "", "create_transforms_from_clip_processor"], [58, 1, 1, "", "create_transforms_from_convnext_processor"], [58, 1, 1, "", "create_transforms_from_mobilenetv2_processor"], [58, 1, 1, "", "create_transforms_from_siglip_processor"], [58, 1, 1, "", "create_transforms_from_transformers"], [58, 1, 1, "", "create_transforms_from_vit_processor"], [58, 1, 1, "", "create_vit_transforms"], [58, 1, 1, "", "get_size_dict"], [58, 1, 1, "", "is_valid_size_dict"], [58, 1, 1, "", "register_creators_for_transformers"]], "imgutils.resource": [[59, 0, 0, "-", "background"]], "imgutils.resource.background": [[59, 3, 1, "", "BackgroundImageSet"], [59, 1, 1, "", "get_bg_image"], [59, 1, 1, "", "get_bg_image_file"], [59, 1, 1, "", "list_bg_image_files"], [59, 1, 1, "", "random_bg_image"], [59, 1, 1, "", "random_bg_image_file"]], "imgutils.resource.background.BackgroundImageSet": [[59, 4, 1, "", "__init__"], [59, 4, 1, "", "get_image"], [59, 4, 1, "", "get_image_file"], [59, 4, 1, "", "list_image_files"], [59, 4, 1, "", "random_image"], [59, 4, 1, "", "random_image_file"]], "imgutils.restore": [[61, 0, 0, "-", "adversarial"], [63, 0, 0, "-", "nafnet"], [64, 0, 0, "-", "scunet"]], "imgutils.restore.adversarial": [[61, 1, 1, "", "remove_adversarial_noise"]], "imgutils.restore.nafnet": [[63, 1, 1, "", "restore_with_nafnet"]], "imgutils.restore.scunet": [[64, 1, 1, "", "restore_with_scunet"]], "imgutils.sd": [[66, 0, 0, "-", "metadata"], [67, 0, 0, "-", "model"], [68, 0, 0, "-", "nai"]], "imgutils.sd.metadata": [[66, 3, 1, "", "SDMetaData"], [66, 1, 1, "", "get_sdmeta_from_image"], [66, 1, 1, "", "parse_sdmeta_from_text"], [66, 1, 1, "", "save_image_with_sdmeta"]], "imgutils.sd.metadata.SDMetaData": [[66, 4, 1, "", "__str__"], [66, 5, 1, "", "pnginfo"], [66, 5, 1, "", "text"]], "imgutils.sd.model": [[67, 1, 1, "", "read_metadata"], [67, 1, 1, "", "save_with_metadata"]], "imgutils.sd.nai": [[68, 3, 1, "", "NAIMetaData"], [68, 3, 1, "", "NAIMetadata"], [68, 1, 1, "", "add_naimeta_to_image"], [68, 1, 1, "", "get_naimeta_from_image"], [68, 1, 1, "", "save_image_with_naimeta"]], "imgutils.sd.nai.NAIMetaData": [[68, 4, 1, "", "__init__"], [68, 5, 1, "", "pnginfo"]], "imgutils.segment": [[70, 0, 0, "-", "isnetis"]], "imgutils.segment.isnetis": [[70, 1, 1, "", "get_isnetis_mask"], [70, 1, 1, "", "segment_rgba_with_isnetis"], [70, 1, 1, "", "segment_with_isnetis"]], "imgutils.tagging": [[71, 0, 0, "-", "blacklist"], [72, 0, 0, "-", "character"], [73, 0, 0, "-", "deepdanbooru"], [74, 0, 0, "-", "deepgelbooru"], [75, 0, 0, "-", "format"], [77, 0, 0, "-", "match"], [78, 0, 0, "-", "mldanbooru"], [79, 0, 0, "-", "order"], [80, 0, 0, "-", "overlap"], [81, 0, 0, "-", "wd14"]], "imgutils.tagging.blacklist": [[71, 1, 1, "", "drop_blacklisted_tags"], [71, 1, 1, "", "is_blacklisted"]], "imgutils.tagging.character": [[72, 2, 1, "", "CHAR_PREFIXES"], [72, 2, 1, "", "CHAR_SUFFIXES"], [72, 2, 1, "", "CHAR_WHITELIST_PREFIX"], [72, 2, 1, "", "CHAR_WHITELIST_SUFFIX"], [72, 2, 1, "", "CHAR_WHITELIST_WORD"], [72, 3, 1, "", "CharacterTagPool"], [72, 1, 1, "", "drop_basic_character_tags"], [72, 1, 1, "", "is_basic_character_tag"]], "imgutils.tagging.character.CharacterTagPool": [[72, 4, 1, "", "__init__"], [72, 4, 1, "", "drop_basic_character_tags"], [72, 4, 1, "", "is_basic_character_tag"]], "imgutils.tagging.deepdanbooru": [[73, 1, 1, "", "get_deepdanbooru_tags"]], "imgutils.tagging.deepgelbooru": [[74, 1, 1, "", "get_deepgelbooru_tags"]], "imgutils.tagging.format": [[75, 1, 1, "", "add_underline"], [75, 1, 1, "", "remove_underline"], [75, 1, 1, "", "tags_to_text"]], "imgutils.tagging.match": [[77, 1, 1, "", "tag_match_full"], [77, 1, 1, "", "tag_match_prefix"], [77, 1, 1, "", "tag_match_suffix"]], "imgutils.tagging.mldanbooru": [[78, 1, 1, "", "get_mldanbooru_tags"]], "imgutils.tagging.order": [[79, 1, 1, "", "sort_tags"]], "imgutils.tagging.overlap": [[80, 1, 1, "", "drop_overlap_tags"]], "imgutils.tagging.wd14": [[81, 1, 1, "", "convert_wd14_emb_to_prediction"], [81, 1, 1, "", "denormalize_wd14_emb"], [81, 1, 1, "", "get_wd14_tags"]], "imgutils.upscale": [[82, 0, 0, "-", "cdc"]], "imgutils.upscale.cdc": [[82, 1, 1, "", "upscale_with_cdc"]], "imgutils.utils": [[84, 0, 0, "-", "cache"], [85, 0, 0, "-", "func"], [87, 0, 0, "-", "onnxruntime"]], "imgutils.utils.cache": [[84, 1, 1, "", "ts_lru_cache"]], "imgutils.utils.func": [[85, 1, 1, "", "sigmoid"]], "imgutils.utils.onnxruntime": [[87, 1, 1, "", "get_onnx_provider"], [87, 1, 1, "", "open_onnx_model"]], "imgutils.validate": [[88, 0, 0, "-", "aicheck"], [89, 0, 0, "-", "bangumi_char"], [90, 0, 0, "-", "classify"], [91, 0, 0, "-", "color"], [92, 0, 0, "-", "completeness"], [93, 0, 0, "-", "dbrating"], [94, 0, 0, "-", "furry"], [96, 0, 0, "-", "monochrome"], [97, 0, 0, "-", "nsfw"], [98, 0, 0, "-", "portrait"], [99, 0, 0, "-", "rating"], [100, 0, 0, "-", "real"], [101, 0, 0, "-", "safe"], [102, 0, 0, "-", "style_age"], [103, 0, 0, "-", "teen"], [104, 0, 0, "-", "truncate"]], "imgutils.validate.aicheck": [[88, 1, 1, "", "get_ai_created_score"], [88, 1, 1, "", "is_ai_created"]], "imgutils.validate.bangumi_char": [[89, 1, 1, "", "anime_bangumi_char"], [89, 1, 1, "", "anime_bangumi_char_score"]], "imgutils.validate.classify": [[90, 1, 1, "", "anime_classify"], [90, 1, 1, "", "anime_classify_score"]], "imgutils.validate.color": [[91, 1, 1, "", "is_greyscale"]], "imgutils.validate.completeness": [[92, 1, 1, "", "anime_completeness"], [92, 1, 1, "", "anime_completeness_score"]], "imgutils.validate.dbrating": [[93, 1, 1, "", "anime_dbrating"], [93, 1, 1, "", "anime_dbrating_score"]], "imgutils.validate.furry": [[94, 1, 1, "", "anime_furry"], [94, 1, 1, "", "anime_furry_score"]], "imgutils.validate.monochrome": [[96, 1, 1, "", "get_monochrome_score"], [96, 1, 1, "", "is_monochrome"]], "imgutils.validate.nsfw": [[97, 1, 1, "", "nsfw_pred"], [97, 1, 1, "", "nsfw_pred_score"]], "imgutils.validate.portrait": [[98, 1, 1, "", "anime_portrait"], [98, 1, 1, "", "anime_portrait_score"]], "imgutils.validate.rating": [[99, 1, 1, "", "anime_rating"], [99, 1, 1, "", "anime_rating_score"]], "imgutils.validate.real": [[100, 1, 1, "", "anime_real"], [100, 1, 1, "", "anime_real_score"]], "imgutils.validate.safe": [[101, 1, 1, "", "safe_check"], [101, 1, 1, "", "safe_check_score"]], "imgutils.validate.style_age": [[102, 1, 1, "", "anime_style_age"], [102, 1, 1, "", "anime_style_age_score"]], "imgutils.validate.teen": [[103, 1, 1, "", "anime_teen"], [103, 1, 1, "", "anime_teen_score"]], "imgutils.validate.truncate": [[104, 1, 1, "", "is_truncated_file"]]}, "objtypes": {"0": "py:module", "1": "py:function", "2": "py:data", "3": "py:class", "4": "py:method", "5": "py:property", "6": "py:enum", "7": "py:attribute"}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "function", "Python function"], "2": ["py", "data", "Python data"], "3": ["py", "class", "Python class"], "4": ["py", "method", "Python method"], "5": ["py", "property", "Python property"], "6": ["py", "enum", "Python enum"], "7": ["py", "attribute", "Python attribute"]}, "titleterms": {"imgutil": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105], "ascii": [0, 1], "draw": 0, "ascii_draw": 0, "config": [2, 3], "meta": 3, "__title__": 3, "__version__": 3, "__description__": 3, "__author__": 3, "__author_email__": 3, "data": [4, 5, 6, 7, 8, 9, 10], "background": [4, 59], "grid_background": 4, "grid_transpar": 4, "blob": 5, "to_blob_url": 5, "load_image_from_blob_url": 5, "is_valid_image_blob_url": 5, "decod": 6, "rgb_decod": 6, "encod": 7, "rgb_encod": 7, "imag": 8, "load_imag": 8, "has_alpha_channel": 8, "layer": 10, "istack": 10, "detect": [11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23], "booru_yolo": 11, "model": [11, 67], "label": 11, "descript": 11, "avail": 11, "pp": 11, "seri": 11, "AS": 11, "aa": 11, "detect_with_booru_yolo": 11, "censor": 12, "detect_censor": 12, "ey": 13, "detect_ey": 13, "face": 14, "detect_fac": 14, "halfbodi": 15, "detect_halfbodi": 15, "hand": 16, "detect_hand": 16, "head": 17, "detect_head": 17, "nudenet": 19, "detect_with_nudenet": 19, "person": 20, "detect_person": 20, "similar": 21, "calculate_i": 21, "bboxes_similar": 21, "detection_similar": 21, "text": 22, "detect_text": 22, "visual": [23, 53], "detection_visu": 23, "edg": [24, 25, 26, 27], "canni": 24, "get_edge_by_canni": 24, "edge_image_with_canni": 24, "lineart": 26, "get_edge_by_lineart": 26, "edge_image_with_lineart": 26, "lineart_anim": 27, "get_edge_by_lineart_anim": 27, "edge_image_with_lineart_anim": 27, "gener": [28, 29, 30, 31, 32, 33], "classifi": [28, 90], "classifymodel": 28, "classify_predict_scor": 28, "classify_predict": 28, "classify_predict_fmt": 28, "clip": 29, "clipmodel": 29, "clip_image_encod": 29, "clip_text_encod": 29, "clip_predict": 29, "enhanc": 30, "imageenhanc": 30, "siglip": 32, "siglipmodel": 32, "siglip_image_encod": 32, "siglip_text_encod": 32, "siglip_predict": 32, "yolo": 33, "yolomodel": 33, "yolo_predict": 33, "metadata": [34, 35, 36, 66], "geninfo": 34, "read_geninfo_paramet": 34, "read_geninfo_exif": 34, "read_geninfo_gif": 34, "write_geninfo_paramet": 34, "write_geninfo_exif": 34, "write_geninfo_gif": 34, "lsb": 36, "read_lsb_raw_byt": 36, "read_lsb_metadata": 36, "write_lsb_raw_byt": 36, "write_lsb_metadata": 36, "lsbreaderror": 36, "lsbextractor": 36, "imagelsbdataextractor": 36, "serialize_pnginfo": 36, "serialize_json": 36, "inject_data": 36, "metric": [37, 38, 39, 40, 41, 42, 43], "aesthet": 37, "get_aesthetic_scor": 37, "ccip": 38, "ccip_extract_featur": 38, "ccip_batch_extract_featur": 38, "ccip_default_threshold": 38, "ccip_differ": 38, "ccip_sam": 38, "ccip_batch_differ": 38, "ccip_batch_sam": 38, "ccip_default_clustering_param": 38, "ccip_clust": 38, "ccip_merg": 38, "dbaesthet": 39, "anime_dbaesthet": 39, "laplacian": 41, "laplacian_scor": 41, "lpip": 42, "lpips_extract_featur": 42, "lpips_differ": 42, "lpips_clust": 42, "psnr_": 43, "psnr": 43, "ocr": 44, "detect_text_with_ocr": 44, "list_det_model": 44, "list_rec_model": 44, "oper": [45, 46, 47, 48, 49], "align": 45, "align_maxs": 45, "censor_": 46, "censor_area": 46, "censor_nsfw": 46, "basecensor": 46, "colorcensor": 46, "blurcensor": 46, "pixelatecensor": 46, "register_censor_method": 46, "imgcensor": 47, "imagebasedcensor": 47, "emojibasedcensor": 47, "singleimag": 47, "squeez": 49, "squeeze_with_transpar": 49, "pose": [50, 51, 52, 53], "dwpose": 50, "dwpose_estim": 50, "format": [51, 75], "op18keypointset": 51, "openpose18": 51, "op18_body_max": 51, "op18_body_min": 51, "op18_face_max": 51, "op18_face_min": 51, "op18_left_foot_max": 51, "op18_left_foot_min": 51, "op18_left_hand_max": 51, "op18_left_hand_min": 51, "op18_right_foot_max": 51, "op18_right_foot_min": 51, "op18_right_hand_max": 51, "op18_right_hand_min": 51, "op18_visu": 53, "preprocess": [54, 55, 56, 57, 58], "base": 54, "notparsetarget": 54, "pillow": 56, "register_pillow_transform": 56, "register_pillow_pars": 56, "create_pillow_transform": 56, "parse_pillow_transform": 56, "torchvis": 57, "register_torchvision_transform": 57, "register_torchvision_pars": 57, "create_torchvision_transform": 57, "parse_torchvision_transform": 57, "transform": 58, "register_creators_for_transform": 58, "notprocessortypeerror": 58, "create_transforms_from_transform": 58, "is_valid_size_dict": 58, "convert_to_size_dict": 58, "get_size_dict": 58, "create_clip_transform": 58, "create_transforms_from_clip_processor": 58, "create_convnext_transform": 58, "create_transforms_from_convnext_processor": 58, "create_vit_transform": 58, "create_transforms_from_vit_processor": 58, "create_siglip_transform": 58, "create_transforms_from_siglip_processor": 58, "create_bit_transform": 58, "create_transforms_from_bit_processor": 58, "create_blip_transform": 58, "create_transforms_from_blip_processor": 58, "create_mobilenetv2_transform": 58, "create_transforms_from_mobilenetv2_processor": 58, "resourc": [59, 60], "backgroundimageset": 59, "list_bg_image_fil": 59, "get_bg_image_fil": 59, "get_bg_imag": 59, "random_bg_image_fil": 59, "random_bg_imag": 59, "restor": [61, 62, 63, 64], "adversari": 61, "remove_adversarial_nois": 61, "nafnet": 63, "restore_with_nafnet": 63, "scunet": 64, "restore_with_scunet": 64, "sd": [65, 66, 67, 68], "sdmetadata": 66, "parse_sdmeta_from_text": 66, "get_sdmeta_from_imag": 66, "save_image_with_sdmeta": 66, "read_metadata": 67, "save_with_metadata": 67, "nai": 68, "naimetadata": 68, "get_naimeta_from_imag": 68, "add_naimeta_to_imag": 68, "save_image_with_naimeta": 68, "segment": [69, 70], "isneti": 70, "get_isnetis_mask": 70, "segment_with_isneti": 70, "segment_rgba_with_isneti": 70, "tag": [71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81], "blacklist": 71, "is_blacklist": 71, "drop_blacklisted_tag": 71, "charact": 72, "char_whitelist_suffix": 72, "char_whitelist_prefix": 72, "char_whitelist_word": 72, "char_suffix": 72, "char_prefix": 72, "charactertagpool": 72, "is_basic_character_tag": 72, "drop_basic_character_tag": 72, "deepdanbooru": 73, "get_deepdanbooru_tag": 73, "deepgelbooru": 74, "get_deepgelbooru_tag": 74, "add_underlin": 75, "remove_underlin": 75, "tags_to_text": 75, "match": 77, "tag_match_suffix": 77, "tag_match_prefix": 77, "tag_match_ful": 77, "mldanbooru": 78, "get_mldanbooru_tag": 78, "order": 79, "sort_tag": 79, "overlap": 80, "drop_overlap_tag": 80, "wd14": 81, "get_wd14_tag": 81, "convert_wd14_emb_to_predict": 81, "denormalize_wd14_emb": 81, "upscal": [82, 83], "cdc": 82, "upscale_with_cdc": 82, "util": [84, 85, 86, 87], "cach": 84, "ts_lru_cach": 84, "func": 85, "sigmoid": 85, "onnxruntim": 87, "get_onnx_provid": 87, "open_onnx_model": 87, "valid": [88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104], "aicheck": 88, "get_ai_created_scor": 88, "is_ai_cr": 88, "bangumi_char": 89, "anime_bangumi_char_scor": 89, "anime_bangumi_char": 89, "anime_classify_scor": 90, "anime_classifi": 90, "color": 91, "is_greyscal": 91, "complet": 92, "anime_completeness_scor": 92, "anime_complet": 92, "dbrate": 93, "anime_dbrating_scor": 93, "anime_dbr": 93, "furri": 94, "anime_furry_scor": 94, "anime_furri": 94, "monochrom": 96, "get_monochrome_scor": 96, "is_monochrom": 96, "nsfw": 97, "nsfw_pred_scor": 97, "nsfw_pred": 97, "portrait": 98, "anime_portrait_scor": 98, "anime_portrait": 98, "rate": 99, "anime_rating_scor": 99, "anime_r": [99, 100], "real": 100, "anime_real_scor": 100, "safe": 101, "safe_check_scor": 101, "safe_check": 101, "style_ag": 102, "anime_style_age_scor": 102, "anime_style_ag": 102, "teen": 103, "anime_teen_scor": 103, "anime_teen": 103, "truncat": 104, "is_truncated_fil": 104, "welcom": 105, "": 105, "document": 105, "overview": 105, "tutori": 105, "inform": [105, 106, 107], "api": 105, "run": [106, 107], "environ": [106, 107], "instal": 108, "quick": 109, "start": 109}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.viewcode": 1, "sphinx.ext.todo": 2, "nbsphinx": 4, "sphinx": 58}, "alltitles": {"imgutils.ascii.drawing": [[0, "module-imgutils.ascii.drawing"]], "ascii_drawing": [[0, "ascii-drawing"]], "imgutils.ascii": [[1, "module-imgutils.ascii"]], "imgutils.config": [[2, "module-imgutils.config"]], "imgutils.config.meta": [[3, "module-imgutils.config.meta"]], "__TITLE__": [[3, "title"]], "__VERSION__": [[3, "version"]], "__DESCRIPTION__": [[3, "description"]], "__AUTHOR__": [[3, "author"]], "__AUTHOR_EMAIL__": [[3, "author-email"]], "imgutils.data.background": [[4, "module-imgutils.data.background"]], "grid_background": [[4, "grid-background"]], "grid_transparent": [[4, "grid-transparent"]], "imgutils.data.blob": [[5, "module-imgutils.data.blob"]], "to_blob_url": [[5, "to-blob-url"]], "load_image_from_blob_url": [[5, "load-image-from-blob-url"]], "is_valid_image_blob_url": [[5, "is-valid-image-blob-url"]], "imgutils.data.decode": [[6, "module-imgutils.data.decode"]], "rgb_decode": [[6, "rgb-decode"]], "imgutils.data.encode": [[7, "module-imgutils.data.encode"]], "rgb_encode": [[7, "rgb-encode"]], "imgutils.data.image": [[8, "module-imgutils.data.image"]], "load_image": [[8, "load-image"]], "load_images": [[8, "load-images"]], "has_alpha_channel": [[8, "has-alpha-channel"]], "imgutils.data": [[9, "module-imgutils.data"]], "imgutils.data.layer": [[10, "module-imgutils.data.layer"]], "istack": [[10, "istack"]], "imgutils.detect.booru_yolo": [[11, "module-imgutils.detect.booru_yolo"]], "Model Labels and Descriptions": [[11, "id1"]], "Available Models (PP Series)": [[11, "id2"]], "Available Models (AS Series)": [[11, "id3"]], "Available Models (AA Series)": [[11, "id4"]], "detect_with_booru_yolo": [[11, "detect-with-booru-yolo"]], "imgutils.detect.censor": [[12, "module-imgutils.detect.censor"]], "detect_censors": [[12, "detect-censors"]], "imgutils.detect.eye": [[13, "module-imgutils.detect.eye"]], "detect_eyes": [[13, "detect-eyes"]], "imgutils.detect.face": [[14, "module-imgutils.detect.face"]], "detect_faces": [[14, "detect-faces"]], "imgutils.detect.halfbody": [[15, "module-imgutils.detect.halfbody"]], "detect_halfbody": [[15, "detect-halfbody"]], "imgutils.detect.hand": [[16, "module-imgutils.detect.hand"]], "detect_hands": [[16, "detect-hands"]], "imgutils.detect.head": [[17, "module-imgutils.detect.head"]], "detect_heads": [[17, "detect-heads"]], "imgutils.detect": [[18, "module-imgutils.detect"]], "imgutils.detect.nudenet": [[19, "module-imgutils.detect.nudenet"]], "detect_with_nudenet": [[19, "detect-with-nudenet"]], "imgutils.detect.person": [[20, "module-imgutils.detect.person"]], "detect_person": [[20, "detect-person"]], "imgutils.detect.similarity": [[21, "module-imgutils.detect.similarity"]], "calculate_iou": [[21, "calculate-iou"]], "bboxes_similarity": [[21, "bboxes-similarity"]], "detection_similarity": [[21, "detection-similarity"]], "imgutils.detect.text": [[22, "module-imgutils.detect.text"]], "detect_text": [[22, "detect-text"]], "imgutils.detect.visual": [[23, "module-imgutils.detect.visual"]], "detection_visualize": [[23, "detection-visualize"]], "imgutils.edge.canny": [[24, "module-imgutils.edge.canny"]], "get_edge_by_canny": [[24, "get-edge-by-canny"]], "edge_image_with_canny": [[24, "edge-image-with-canny"]], "imgutils.edge": [[25, "module-imgutils.edge"]], "imgutils.edge.lineart": [[26, "module-imgutils.edge.lineart"]], "get_edge_by_lineart": [[26, "get-edge-by-lineart"]], "edge_image_with_lineart": [[26, "edge-image-with-lineart"]], "imgutils.edge.lineart_anime": [[27, "module-imgutils.edge.lineart_anime"]], "get_edge_by_lineart_anime": [[27, "get-edge-by-lineart-anime"]], "edge_image_with_lineart_anime": [[27, "edge-image-with-lineart-anime"]], "imgutils.generic.classify": [[28, "module-imgutils.generic.classify"]], "ClassifyModel": [[28, "classifymodel"]], "classify_predict_score": [[28, "classify-predict-score"]], "classify_predict": [[28, "classify-predict"]], "classify_predict_fmt": [[28, "classify-predict-fmt"]], "imgutils.generic.clip": [[29, "module-imgutils.generic.clip"]], "CLIPModel": [[29, "clipmodel"]], "clip_image_encode": [[29, "clip-image-encode"]], "clip_text_encode": [[29, "clip-text-encode"]], "clip_predict": [[29, "clip-predict"]], "imgutils.generic.enhance": [[30, "module-imgutils.generic.enhance"]], "ImageEnhancer": [[30, "imageenhancer"]], "imgutils.generic": [[31, "module-imgutils.generic"]], "imgutils.generic.siglip": [[32, "module-imgutils.generic.siglip"]], "SigLIPModel": [[32, "siglipmodel"]], "siglip_image_encode": [[32, "siglip-image-encode"]], "siglip_text_encode": [[32, "siglip-text-encode"]], "siglip_predict": [[32, "siglip-predict"]], "imgutils.generic.yolo": [[33, "module-imgutils.generic.yolo"]], "YOLOModel": [[33, "yolomodel"]], "yolo_predict": [[33, "yolo-predict"]], "imgutils.metadata.geninfo": [[34, "module-imgutils.metadata.geninfo"]], "read_geninfo_parameters": [[34, "read-geninfo-parameters"]], "read_geninfo_exif": [[34, "read-geninfo-exif"]], "read_geninfo_gif": [[34, "read-geninfo-gif"]], "write_geninfo_parameters": [[34, "write-geninfo-parameters"]], "write_geninfo_exif": [[34, "write-geninfo-exif"]], "write_geninfo_gif": [[34, "write-geninfo-gif"]], "imgutils.metadata": [[35, "module-imgutils.metadata"]], "imgutils.metadata.lsb": [[36, "module-imgutils.metadata.lsb"]], "read_lsb_raw_bytes": [[36, "read-lsb-raw-bytes"]], "read_lsb_metadata": [[36, "read-lsb-metadata"]], "write_lsb_raw_bytes": [[36, "write-lsb-raw-bytes"]], "write_lsb_metadata": [[36, "write-lsb-metadata"]], "LSBReadError": [[36, "lsbreaderror"]], "LSBExtractor": [[36, "lsbextractor"]], "ImageLsbDataExtractor": [[36, "imagelsbdataextractor"]], "serialize_pnginfo": [[36, "serialize-pnginfo"]], "serialize_json": [[36, "serialize-json"]], "inject_data": [[36, "inject-data"]], "imgutils.metrics.aesthetic": [[37, "module-imgutils.metrics.aesthetic"]], "get_aesthetic_score": [[37, "get-aesthetic-score"]], "imgutils.metrics.ccip": [[38, "module-imgutils.metrics.ccip"]], "ccip_extract_feature": [[38, "ccip-extract-feature"]], "ccip_batch_extract_features": [[38, "ccip-batch-extract-features"]], "ccip_default_threshold": [[38, "ccip-default-threshold"]], "ccip_difference": [[38, "ccip-difference"]], "ccip_same": [[38, "ccip-same"]], "ccip_batch_differences": [[38, "ccip-batch-differences"]], "ccip_batch_same": [[38, "ccip-batch-same"]], "ccip_default_clustering_params": [[38, "ccip-default-clustering-params"]], "ccip_clustering": [[38, "ccip-clustering"]], "ccip_merge": [[38, "ccip-merge"]], "imgutils.metrics.dbaesthetic": [[39, "module-imgutils.metrics.dbaesthetic"]], "anime_dbaesthetic": [[39, "anime-dbaesthetic"]], "imgutils.metrics": [[40, "module-imgutils.metrics"]], "imgutils.metrics.laplacian": [[41, "module-imgutils.metrics.laplacian"]], "laplacian_score": [[41, "laplacian-score"]], "imgutils.metrics.lpips": [[42, "module-imgutils.metrics.lpips"]], "lpips_extract_feature": [[42, "lpips-extract-feature"]], "lpips_difference": [[42, "lpips-difference"]], "lpips_clustering": [[42, "lpips-clustering"]], "imgutils.metrics.psnr_": [[43, "module-imgutils.metrics.psnr_"]], "psnr": [[43, "id1"]], "imgutils.ocr": [[44, "module-imgutils.ocr"]], "detect_text_with_ocr": [[44, "detect-text-with-ocr"]], "ocr": [[44, "ocr"]], "list_det_models": [[44, "list-det-models"]], "list_rec_models": [[44, "list-rec-models"]], "imgutils.operate.align": [[45, "module-imgutils.operate.align"]], "align_maxsize": [[45, "align-maxsize"]], "imgutils.operate.censor_": [[46, "module-imgutils.operate.censor_"]], "censor_areas": [[46, "censor-areas"]], "censor_nsfw": [[46, "censor-nsfw"]], "BaseCensor": [[46, "basecensor"]], "ColorCensor": [[46, "colorcensor"]], "BlurCensor": [[46, "blurcensor"]], "PixelateCensor": [[46, "pixelatecensor"]], "register_censor_method": [[46, "register-censor-method"]], "imgutils.operate.imgcensor": [[47, "module-imgutils.operate.imgcensor"]], "ImageBasedCensor": [[47, "imagebasedcensor"]], "EmojiBasedCensor": [[47, "emojibasedcensor"]], "SingleImage": [[47, "singleimage"]], "imgutils.operate": [[48, "module-imgutils.operate"]], "imgutils.operate.squeeze": [[49, "module-imgutils.operate.squeeze"]], "squeeze": [[49, "squeeze"]], "squeeze_with_transparency": [[49, "squeeze-with-transparency"]], "imgutils.pose.dwpose": [[50, "module-imgutils.pose.dwpose"]], "dwpose_estimate": [[50, "dwpose-estimate"]], "imgutils.pose.format": [[51, "module-imgutils.pose.format"]], "OP18KeyPointSet": [[51, "op18keypointset"]], "OpenPose18": [[51, "openpose18"]], "OP18_BODY_MAX": [[51, "op18-body-max"]], "OP18_BODY_MIN": [[51, "op18-body-min"]], "OP18_FACE_MAX": [[51, "op18-face-max"]], "OP18_FACE_MIN": [[51, "op18-face-min"]], "OP18_LEFT_FOOT_MAX": [[51, "op18-left-foot-max"]], "OP18_LEFT_FOOT_MIN": [[51, "op18-left-foot-min"]], "OP18_LEFT_HAND_MAX": [[51, "op18-left-hand-max"]], "OP18_LEFT_HAND_MIN": [[51, "op18-left-hand-min"]], "OP18_RIGHT_FOOT_MAX": [[51, "op18-right-foot-max"]], "OP18_RIGHT_FOOT_MIN": [[51, "op18-right-foot-min"]], "OP18_RIGHT_HAND_MAX": [[51, "op18-right-hand-max"]], "OP18_RIGHT_HAND_MIN": [[51, "op18-right-hand-min"]], "imgutils.pose": [[52, "module-imgutils.pose"]], "imgutils.pose.visual": [[53, "module-imgutils.pose.visual"]], "op18_visualize": [[53, "op18-visualize"]], "imgutils.preprocess.base": [[54, "module-imgutils.preprocess.base"]], "NotParseTarget": [[54, "notparsetarget"]], "imgutils.preprocess": [[55, "module-imgutils.preprocess"]], "imgutils.preprocess.pillow": [[56, "module-imgutils.preprocess.pillow"]], "register_pillow_transform": [[56, "register-pillow-transform"]], "register_pillow_parse": [[56, "register-pillow-parse"]], "create_pillow_transforms": [[56, "create-pillow-transforms"]], "parse_pillow_transforms": [[56, "parse-pillow-transforms"]], "imgutils.preprocess.torchvision": [[57, "module-imgutils.preprocess.torchvision"]], "register_torchvision_transform": [[57, "register-torchvision-transform"]], "register_torchvision_parse": [[57, "register-torchvision-parse"]], "create_torchvision_transforms": [[57, "create-torchvision-transforms"]], "parse_torchvision_transforms": [[57, "parse-torchvision-transforms"]], "imgutils.preprocess.transformers": [[58, "module-imgutils.preprocess.transformers"]], "register_creators_for_transformers": [[58, "register-creators-for-transformers"]], "NotProcessorTypeError": [[58, "notprocessortypeerror"]], "create_transforms_from_transformers": [[58, "create-transforms-from-transformers"]], "is_valid_size_dict": [[58, "is-valid-size-dict"]], "convert_to_size_dict": [[58, "convert-to-size-dict"]], "get_size_dict": [[58, "get-size-dict"]], "create_clip_transforms": [[58, "create-clip-transforms"]], "create_transforms_from_clip_processor": [[58, "create-transforms-from-clip-processor"]], "create_convnext_transforms": [[58, "create-convnext-transforms"]], "create_transforms_from_convnext_processor": [[58, "create-transforms-from-convnext-processor"]], "create_vit_transforms": [[58, "create-vit-transforms"]], "create_transforms_from_vit_processor": [[58, "create-transforms-from-vit-processor"]], "create_siglip_transforms": [[58, "create-siglip-transforms"]], "create_transforms_from_siglip_processor": [[58, "create-transforms-from-siglip-processor"]], "create_bit_transforms": [[58, "create-bit-transforms"]], "create_transforms_from_bit_processor": [[58, "create-transforms-from-bit-processor"]], "create_blip_transforms": [[58, "create-blip-transforms"]], "create_transforms_from_blip_processor": [[58, "create-transforms-from-blip-processor"]], "create_mobilenetv2_transforms": [[58, "create-mobilenetv2-transforms"]], "create_transforms_from_mobilenetv2_processor": [[58, "create-transforms-from-mobilenetv2-processor"]], "imgutils.resource.background": [[59, "module-imgutils.resource.background"]], "BackgroundImageSet": [[59, "backgroundimageset"]], "list_bg_image_files": [[59, "list-bg-image-files"]], "get_bg_image_file": [[59, "get-bg-image-file"]], "get_bg_image": [[59, "get-bg-image"]], "random_bg_image_file": [[59, "random-bg-image-file"]], "random_bg_image": [[59, "random-bg-image"]], "imgutils.resource": [[60, "module-imgutils.resource"]], "imgutils.restore.adversarial": [[61, "module-imgutils.restore.adversarial"]], "remove_adversarial_noise": [[61, "remove-adversarial-noise"]], "imgutils.restore": [[62, "module-imgutils.restore"]], "imgutils.restore.nafnet": [[63, "module-imgutils.restore.nafnet"]], "restore_with_nafnet": [[63, "restore-with-nafnet"]], "imgutils.restore.scunet": [[64, "module-imgutils.restore.scunet"]], "restore_with_scunet": [[64, "restore-with-scunet"]], "imgutils.sd": [[65, "module-imgutils.sd"]], "imgutils.sd.metadata": [[66, "module-imgutils.sd.metadata"]], "SDMetaData": [[66, "sdmetadata"]], "parse_sdmeta_from_text": [[66, "parse-sdmeta-from-text"]], "get_sdmeta_from_image": [[66, "get-sdmeta-from-image"]], "save_image_with_sdmeta": [[66, "save-image-with-sdmeta"]], "imgutils.sd.model": [[67, "module-imgutils.sd.model"]], "read_metadata": [[67, "read-metadata"]], "save_with_metadata": [[67, "save-with-metadata"]], "imgutils.sd.nai": [[68, "module-imgutils.sd.nai"]], "NAIMetaData": [[68, "naimetadata"]], "NAIMetadata": [[68, "id1"]], "get_naimeta_from_image": [[68, "get-naimeta-from-image"]], "add_naimeta_to_image": [[68, "add-naimeta-to-image"]], "save_image_with_naimeta": [[68, "save-image-with-naimeta"]], "imgutils.segment": [[69, "module-imgutils.segment"]], "imgutils.segment.isnetis": [[70, "module-imgutils.segment.isnetis"]], "get_isnetis_mask": [[70, "get-isnetis-mask"]], "segment_with_isnetis": [[70, "segment-with-isnetis"]], "segment_rgba_with_isnetis": [[70, "segment-rgba-with-isnetis"]], "imgutils.tagging.blacklist": [[71, "module-imgutils.tagging.blacklist"]], "is_blacklisted": [[71, "is-blacklisted"]], "drop_blacklisted_tags": [[71, "drop-blacklisted-tags"]], "imgutils.tagging.character": [[72, "module-imgutils.tagging.character"]], "CHAR_WHITELIST_SUFFIX": [[72, "char-whitelist-suffix"]], "CHAR_WHITELIST_PREFIX": [[72, "char-whitelist-prefix"]], "CHAR_WHITELIST_WORD": [[72, "char-whitelist-word"]], "CHAR_SUFFIXES": [[72, "char-suffixes"]], "CHAR_PREFIXES": [[72, "char-prefixes"]], "CharacterTagPool": [[72, "charactertagpool"]], "is_basic_character_tag": [[72, "is-basic-character-tag"]], "drop_basic_character_tags": [[72, "drop-basic-character-tags"]], "imgutils.tagging.deepdanbooru": [[73, "module-imgutils.tagging.deepdanbooru"]], "get_deepdanbooru_tags": [[73, "get-deepdanbooru-tags"]], "imgutils.tagging.deepgelbooru": [[74, "module-imgutils.tagging.deepgelbooru"]], "get_deepgelbooru_tags": [[74, "get-deepgelbooru-tags"]], "imgutils.tagging.format": [[75, "module-imgutils.tagging.format"]], "add_underline": [[75, "add-underline"]], "remove_underline": [[75, "remove-underline"]], "tags_to_text": [[75, "tags-to-text"]], "imgutils.tagging": [[76, "module-imgutils.tagging"]], "imgutils.tagging.match": [[77, "module-imgutils.tagging.match"]], "tag_match_suffix": [[77, "tag-match-suffix"]], "tag_match_prefix": [[77, "tag-match-prefix"]], "tag_match_full": [[77, "tag-match-full"]], "imgutils.tagging.mldanbooru": [[78, "module-imgutils.tagging.mldanbooru"]], "get_mldanbooru_tags": [[78, "get-mldanbooru-tags"]], "imgutils.tagging.order": [[79, "module-imgutils.tagging.order"]], "sort_tags": [[79, "sort-tags"]], "imgutils.tagging.overlap": [[80, "module-imgutils.tagging.overlap"]], "drop_overlap_tags": [[80, "drop-overlap-tags"]], "imgutils.tagging.wd14": [[81, "module-imgutils.tagging.wd14"]], "get_wd14_tags": [[81, "get-wd14-tags"]], "convert_wd14_emb_to_prediction": [[81, "convert-wd14-emb-to-prediction"]], "denormalize_wd14_emb": [[81, "denormalize-wd14-emb"]], "imgutils.upscale.cdc": [[82, "module-imgutils.upscale.cdc"]], "upscale_with_cdc": [[82, "upscale-with-cdc"]], "imgutils.upscale": [[83, "module-imgutils.upscale"]], "imgutils.utils.cache": [[84, "module-imgutils.utils.cache"]], "ts_lru_cache": [[84, "ts-lru-cache"]], "imgutils.utils.func": [[85, "module-imgutils.utils.func"]], "sigmoid": [[85, "sigmoid"]], "imgutils.utils": [[86, "module-imgutils.utils"]], "imgutils.utils.onnxruntime": [[87, "module-imgutils.utils.onnxruntime"]], "get_onnx_provider": [[87, "get-onnx-provider"]], "open_onnx_model": [[87, "open-onnx-model"]], "imgutils.validate.aicheck": [[88, "module-imgutils.validate.aicheck"]], "get_ai_created_score": [[88, "get-ai-created-score"]], "is_ai_created": [[88, "is-ai-created"]], "imgutils.validate.bangumi_char": [[89, "module-imgutils.validate.bangumi_char"]], "anime_bangumi_char_score": [[89, "anime-bangumi-char-score"]], "anime_bangumi_char": [[89, "anime-bangumi-char"]], "imgutils.validate.classify": [[90, "module-imgutils.validate.classify"]], "anime_classify_score": [[90, "anime-classify-score"]], "anime_classify": [[90, "anime-classify"]], "imgutils.validate.color": [[91, "module-imgutils.validate.color"]], "is_greyscale": [[91, "is-greyscale"]], "imgutils.validate.completeness": [[92, "module-imgutils.validate.completeness"]], "anime_completeness_score": [[92, "anime-completeness-score"]], "anime_completeness": [[92, "anime-completeness"]], "imgutils.validate.dbrating": [[93, "module-imgutils.validate.dbrating"]], "anime_dbrating_score": [[93, "anime-dbrating-score"]], "anime_dbrating": [[93, "anime-dbrating"]], "imgutils.validate.furry": [[94, "module-imgutils.validate.furry"]], "anime_furry_score": [[94, "anime-furry-score"]], "anime_furry": [[94, "anime-furry"]], "imgutils.validate": [[95, "module-imgutils.validate"]], "imgutils.validate.monochrome": [[96, "module-imgutils.validate.monochrome"]], "get_monochrome_score": [[96, "get-monochrome-score"]], "is_monochrome": [[96, "is-monochrome"]], "imgutils.validate.nsfw": [[97, "module-imgutils.validate.nsfw"]], "nsfw_pred_score": [[97, "nsfw-pred-score"]], "nsfw_pred": [[97, "nsfw-pred"]], "imgutils.validate.portrait": [[98, "module-imgutils.validate.portrait"]], "anime_portrait_score": [[98, "anime-portrait-score"]], "anime_portrait": [[98, "anime-portrait"]], "imgutils.validate.rating": [[99, "module-imgutils.validate.rating"]], "anime_rating_score": [[99, "anime-rating-score"]], "anime_rating": [[99, "anime-rating"]], "imgutils.validate.real": [[100, "module-imgutils.validate.real"]], "anime_real_score": [[100, "anime-real-score"]], "anime_real": [[100, "anime-real"]], "imgutils.validate.safe": [[101, "module-imgutils.validate.safe"]], "safe_check_score": [[101, "safe-check-score"]], "safe_check": [[101, "safe-check"]], "imgutils.validate.style_age": [[102, "module-imgutils.validate.style_age"]], "anime_style_age_score": [[102, "anime-style-age-score"]], "anime_style_age": [[102, "anime-style-age"]], "imgutils.validate.teen": [[103, "module-imgutils.validate.teen"]], "anime_teen_score": [[103, "anime-teen-score"]], "anime_teen": [[103, "anime-teen"]], "imgutils.validate.truncate": [[104, "module-imgutils.validate.truncate"]], "is_truncated_file": [[104, "is-truncated-file"]], "Welcome to imgutils\u2019s Documentation": [[105, "welcome-to-imgutils-s-documentation"]], "Overview": [[105, "overview"]], "Tutorials": [[105, null]], "Information": [[105, null]], "API Documentation": [[105, null]], "Run Environment Information": [[106, "Run-Environment-Information"], [107, "Run-Environment-Information"]], "Installation": [[108, "installation"]], "Quick Start": [[109, "quick-start"]]}, "indexentries": {"ascii_drawing() (in module imgutils.ascii.drawing)": [[0, "imgutils.ascii.drawing.ascii_drawing"]], "imgutils.ascii.drawing": [[0, "module-imgutils.ascii.drawing"]], "module": [[0, "module-imgutils.ascii.drawing"], [1, "module-imgutils.ascii"], [2, "module-imgutils.config"], [3, "module-imgutils.config.meta"], [4, "module-imgutils.data.background"], [5, "module-imgutils.data.blob"], [6, "module-imgutils.data.decode"], [7, "module-imgutils.data.encode"], [8, "module-imgutils.data.image"], [9, "module-imgutils.data"], [10, "module-imgutils.data.layer"], [11, "module-imgutils.detect.booru_yolo"], [12, "module-imgutils.detect.censor"], [13, "module-imgutils.detect.eye"], [14, "module-imgutils.detect.face"], [15, "module-imgutils.detect.halfbody"], [16, "module-imgutils.detect.hand"], [17, "module-imgutils.detect.head"], [18, "module-imgutils.detect"], [19, "module-imgutils.detect.nudenet"], [20, "module-imgutils.detect.person"], [21, "module-imgutils.detect.similarity"], [22, "module-imgutils.detect.text"], [23, "module-imgutils.detect.visual"], [24, "module-imgutils.edge.canny"], [25, "module-imgutils.edge"], [26, "module-imgutils.edge.lineart"], [27, "module-imgutils.edge.lineart_anime"], [28, "module-imgutils.generic.classify"], [29, "module-imgutils.generic.clip"], [30, "module-imgutils.generic.enhance"], [31, "module-imgutils.generic"], [32, "module-imgutils.generic.siglip"], [33, "module-imgutils.generic.yolo"], [34, "module-imgutils.metadata.geninfo"], [35, "module-imgutils.metadata"], [36, "module-imgutils.metadata.lsb"], [37, "module-imgutils.metrics.aesthetic"], [38, "module-imgutils.metrics.ccip"], [39, "module-imgutils.metrics.dbaesthetic"], [40, "module-imgutils.metrics"], [41, "module-imgutils.metrics.laplacian"], [42, "module-imgutils.metrics.lpips"], [43, "module-imgutils.metrics.psnr_"], [44, "module-imgutils.ocr"], [45, "module-imgutils.operate.align"], [46, "module-imgutils.operate.censor_"], [47, "module-imgutils.operate.imgcensor"], [48, "module-imgutils.operate"], [49, "module-imgutils.operate.squeeze"], [50, "module-imgutils.pose.dwpose"], [51, "module-imgutils.pose.format"], [52, "module-imgutils.pose"], [53, "module-imgutils.pose.visual"], [54, "module-imgutils.preprocess.base"], [55, "module-imgutils.preprocess"], [56, "module-imgutils.preprocess.pillow"], [57, "module-imgutils.preprocess.torchvision"], [58, "module-imgutils.preprocess.transformers"], [59, "module-imgutils.resource.background"], [60, "module-imgutils.resource"], [61, "module-imgutils.restore.adversarial"], [62, "module-imgutils.restore"], [63, "module-imgutils.restore.nafnet"], [64, "module-imgutils.restore.scunet"], [65, "module-imgutils.sd"], [66, "module-imgutils.sd.metadata"], [67, "module-imgutils.sd.model"], [68, "module-imgutils.sd.nai"], [69, "module-imgutils.segment"], [70, "module-imgutils.segment.isnetis"], [71, "module-imgutils.tagging.blacklist"], [72, "module-imgutils.tagging.character"], [73, "module-imgutils.tagging.deepdanbooru"], [74, "module-imgutils.tagging.deepgelbooru"], [75, "module-imgutils.tagging.format"], [76, "module-imgutils.tagging"], [77, "module-imgutils.tagging.match"], [78, "module-imgutils.tagging.mldanbooru"], [79, "module-imgutils.tagging.order"], [80, "module-imgutils.tagging.overlap"], [81, "module-imgutils.tagging.wd14"], [82, "module-imgutils.upscale.cdc"], [83, "module-imgutils.upscale"], [84, "module-imgutils.utils.cache"], [85, "module-imgutils.utils.func"], [86, "module-imgutils.utils"], [87, "module-imgutils.utils.onnxruntime"], [88, "module-imgutils.validate.aicheck"], [89, "module-imgutils.validate.bangumi_char"], [90, "module-imgutils.validate.classify"], [91, "module-imgutils.validate.color"], [92, "module-imgutils.validate.completeness"], [93, "module-imgutils.validate.dbrating"], [94, "module-imgutils.validate.furry"], [95, "module-imgutils.validate"], [96, "module-imgutils.validate.monochrome"], [97, "module-imgutils.validate.nsfw"], [98, "module-imgutils.validate.portrait"], [99, "module-imgutils.validate.rating"], [100, "module-imgutils.validate.real"], [101, "module-imgutils.validate.safe"], [102, "module-imgutils.validate.style_age"], [103, "module-imgutils.validate.teen"], [104, "module-imgutils.validate.truncate"]], "imgutils.ascii": [[1, "module-imgutils.ascii"]], "imgutils.config": [[2, "module-imgutils.config"]], "__author_email__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__AUTHOR_EMAIL__"]], "__author__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__AUTHOR__"]], "__description__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__DESCRIPTION__"]], "__title__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__TITLE__"]], "__version__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__VERSION__"]], "imgutils.config.meta": [[3, "module-imgutils.config.meta"]], "grid_background() (in module imgutils.data.background)": [[4, "imgutils.data.background.grid_background"]], "grid_transparent() (in module imgutils.data.background)": [[4, "imgutils.data.background.grid_transparent"]], "imgutils.data.background": [[4, "module-imgutils.data.background"]], "imgutils.data.blob": [[5, "module-imgutils.data.blob"]], "is_valid_image_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.is_valid_image_blob_url"]], "load_image_from_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.load_image_from_blob_url"]], "to_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.to_blob_url"]], "imgutils.data.decode": [[6, "module-imgutils.data.decode"]], "rgb_decode() (in module imgutils.data.decode)": [[6, "imgutils.data.decode.rgb_decode"]], "imgutils.data.encode": [[7, "module-imgutils.data.encode"]], "rgb_encode() (in module imgutils.data.encode)": [[7, "imgutils.data.encode.rgb_encode"]], "has_alpha_channel() (in module imgutils.data.image)": [[8, "imgutils.data.image.has_alpha_channel"]], "imgutils.data.image": [[8, "module-imgutils.data.image"]], "load_image() (in module imgutils.data.image)": [[8, "imgutils.data.image.load_image"]], "load_images() (in module imgutils.data.image)": [[8, "imgutils.data.image.load_images"]], "imgutils.data": [[9, "module-imgutils.data"]], "imgutils.data.layer": [[10, "module-imgutils.data.layer"]], "istack() (in module imgutils.data.layer)": [[10, "imgutils.data.layer.istack"]], "detect_with_booru_yolo() (in module imgutils.detect.booru_yolo)": [[11, "imgutils.detect.booru_yolo.detect_with_booru_yolo"]], "imgutils.detect.booru_yolo": [[11, "module-imgutils.detect.booru_yolo"]], "detect_censors() (in module imgutils.detect.censor)": [[12, "imgutils.detect.censor.detect_censors"]], "imgutils.detect.censor": [[12, "module-imgutils.detect.censor"]], "detect_eyes() (in module imgutils.detect.eye)": [[13, "imgutils.detect.eye.detect_eyes"]], "imgutils.detect.eye": [[13, "module-imgutils.detect.eye"]], "detect_faces() (in module imgutils.detect.face)": [[14, "imgutils.detect.face.detect_faces"]], "imgutils.detect.face": [[14, "module-imgutils.detect.face"]], "detect_halfbody() (in module imgutils.detect.halfbody)": [[15, "imgutils.detect.halfbody.detect_halfbody"]], "imgutils.detect.halfbody": [[15, "module-imgutils.detect.halfbody"]], "detect_hands() (in module imgutils.detect.hand)": [[16, "imgutils.detect.hand.detect_hands"]], "imgutils.detect.hand": [[16, "module-imgutils.detect.hand"]], "detect_heads() (in module imgutils.detect.head)": [[17, "imgutils.detect.head.detect_heads"]], "imgutils.detect.head": [[17, "module-imgutils.detect.head"]], "imgutils.detect": [[18, "module-imgutils.detect"]], "detect_with_nudenet() (in module imgutils.detect.nudenet)": [[19, "imgutils.detect.nudenet.detect_with_nudenet"]], "imgutils.detect.nudenet": [[19, "module-imgutils.detect.nudenet"]], "detect_person() (in module imgutils.detect.person)": [[20, "imgutils.detect.person.detect_person"]], "imgutils.detect.person": [[20, "module-imgutils.detect.person"]], "bboxes_similarity() (in module imgutils.detect.similarity)": [[21, "imgutils.detect.similarity.bboxes_similarity"]], "calculate_iou() (in module imgutils.detect.similarity)": [[21, "imgutils.detect.similarity.calculate_iou"]], "detection_similarity() (in module imgutils.detect.similarity)": [[21, "imgutils.detect.similarity.detection_similarity"]], "imgutils.detect.similarity": [[21, "module-imgutils.detect.similarity"]], "detect_text() (in module imgutils.detect.text)": [[22, "imgutils.detect.text.detect_text"]], "imgutils.detect.text": [[22, "module-imgutils.detect.text"]], "detection_visualize() (in module imgutils.detect.visual)": [[23, "imgutils.detect.visual.detection_visualize"]], "imgutils.detect.visual": [[23, "module-imgutils.detect.visual"]], "edge_image_with_canny() (in module imgutils.edge.canny)": [[24, "imgutils.edge.canny.edge_image_with_canny"]], "get_edge_by_canny() (in module imgutils.edge.canny)": [[24, "imgutils.edge.canny.get_edge_by_canny"]], "imgutils.edge.canny": [[24, "module-imgutils.edge.canny"]], "imgutils.edge": [[25, "module-imgutils.edge"]], "edge_image_with_lineart() (in module imgutils.edge.lineart)": [[26, "imgutils.edge.lineart.edge_image_with_lineart"]], "get_edge_by_lineart() (in module imgutils.edge.lineart)": [[26, "imgutils.edge.lineart.get_edge_by_lineart"]], "imgutils.edge.lineart": [[26, "module-imgutils.edge.lineart"]], "edge_image_with_lineart_anime() (in module imgutils.edge.lineart_anime)": [[27, "imgutils.edge.lineart_anime.edge_image_with_lineart_anime"]], "get_edge_by_lineart_anime() (in module imgutils.edge.lineart_anime)": [[27, "imgutils.edge.lineart_anime.get_edge_by_lineart_anime"]], "imgutils.edge.lineart_anime": [[27, "module-imgutils.edge.lineart_anime"]], "classifymodel (class in imgutils.generic.classify)": [[28, "imgutils.generic.classify.ClassifyModel"]], "__init__() (imgutils.generic.classify.classifymodel method)": [[28, "imgutils.generic.classify.ClassifyModel.__init__"]], "classify_predict() (in module imgutils.generic.classify)": [[28, "imgutils.generic.classify.classify_predict"]], "classify_predict_fmt() (in module imgutils.generic.classify)": [[28, "imgutils.generic.classify.classify_predict_fmt"]], "classify_predict_score() (in module imgutils.generic.classify)": [[28, "imgutils.generic.classify.classify_predict_score"]], "clear() (imgutils.generic.classify.classifymodel method)": [[28, "imgutils.generic.classify.ClassifyModel.clear"]], "imgutils.generic.classify": [[28, "module-imgutils.generic.classify"]], "launch_demo() (imgutils.generic.classify.classifymodel method)": [[28, "imgutils.generic.classify.ClassifyModel.launch_demo"]], "make_ui() (imgutils.generic.classify.classifymodel method)": [[28, "imgutils.generic.classify.ClassifyModel.make_ui"]], "predict() (imgutils.generic.classify.classifymodel method)": [[28, "imgutils.generic.classify.ClassifyModel.predict"]], "predict_fmt() (imgutils.generic.classify.classifymodel method)": [[28, "imgutils.generic.classify.ClassifyModel.predict_fmt"]], "predict_score() (imgutils.generic.classify.classifymodel method)": [[28, "imgutils.generic.classify.ClassifyModel.predict_score"]], "clipmodel (class in imgutils.generic.clip)": [[29, "imgutils.generic.clip.CLIPModel"]], "__init__() (imgutils.generic.clip.clipmodel method)": [[29, "imgutils.generic.clip.CLIPModel.__init__"]], "clear() (imgutils.generic.clip.clipmodel method)": [[29, "imgutils.generic.clip.CLIPModel.clear"]], "clip_image_encode() (in module imgutils.generic.clip)": [[29, "imgutils.generic.clip.clip_image_encode"]], "clip_predict() (in module imgutils.generic.clip)": [[29, "imgutils.generic.clip.clip_predict"]], "clip_text_encode() (in module imgutils.generic.clip)": [[29, "imgutils.generic.clip.clip_text_encode"]], "image_encode() (imgutils.generic.clip.clipmodel method)": [[29, "imgutils.generic.clip.CLIPModel.image_encode"]], "imgutils.generic.clip": [[29, "module-imgutils.generic.clip"]], "launch_demo() (imgutils.generic.clip.clipmodel method)": [[29, "imgutils.generic.clip.CLIPModel.launch_demo"]], "make_ui() (imgutils.generic.clip.clipmodel method)": [[29, "imgutils.generic.clip.CLIPModel.make_ui"]], "predict() (imgutils.generic.clip.clipmodel method)": [[29, "imgutils.generic.clip.CLIPModel.predict"]], "text_encode() (imgutils.generic.clip.clipmodel method)": [[29, "imgutils.generic.clip.CLIPModel.text_encode"]], "imageenhancer (class in imgutils.generic.enhance)": [[30, "imgutils.generic.enhance.ImageEnhancer"]], "__init__() (imgutils.generic.enhance.imageenhancer method)": [[30, "imgutils.generic.enhance.ImageEnhancer.__init__"]], "imgutils.generic.enhance": [[30, "module-imgutils.generic.enhance"]], "process() (imgutils.generic.enhance.imageenhancer method)": [[30, "imgutils.generic.enhance.ImageEnhancer.process"]], "imgutils.generic": [[31, "module-imgutils.generic"]], "siglipmodel (class in imgutils.generic.siglip)": [[32, "imgutils.generic.siglip.SigLIPModel"]], "__init__() (imgutils.generic.siglip.siglipmodel method)": [[32, "imgutils.generic.siglip.SigLIPModel.__init__"]], "clear() (imgutils.generic.siglip.siglipmodel method)": [[32, "imgutils.generic.siglip.SigLIPModel.clear"]], "image_encode() (imgutils.generic.siglip.siglipmodel method)": [[32, "imgutils.generic.siglip.SigLIPModel.image_encode"]], "imgutils.generic.siglip": [[32, "module-imgutils.generic.siglip"]], "launch_demo() (imgutils.generic.siglip.siglipmodel method)": [[32, "imgutils.generic.siglip.SigLIPModel.launch_demo"]], "make_ui() (imgutils.generic.siglip.siglipmodel method)": [[32, "imgutils.generic.siglip.SigLIPModel.make_ui"]], "predict() (imgutils.generic.siglip.siglipmodel method)": [[32, "imgutils.generic.siglip.SigLIPModel.predict"]], "siglip_image_encode() (in module imgutils.generic.siglip)": [[32, "imgutils.generic.siglip.siglip_image_encode"]], "siglip_predict() (in module imgutils.generic.siglip)": [[32, "imgutils.generic.siglip.siglip_predict"]], "siglip_text_encode() (in module imgutils.generic.siglip)": [[32, "imgutils.generic.siglip.siglip_text_encode"]], "text_encode() (imgutils.generic.siglip.siglipmodel method)": [[32, "imgutils.generic.siglip.SigLIPModel.text_encode"]], "yolomodel (class in imgutils.generic.yolo)": [[33, "imgutils.generic.yolo.YOLOModel"]], "__init__() (imgutils.generic.yolo.yolomodel method)": [[33, "imgutils.generic.yolo.YOLOModel.__init__"]], "clear() (imgutils.generic.yolo.yolomodel method)": [[33, "imgutils.generic.yolo.YOLOModel.clear"]], "imgutils.generic.yolo": [[33, "module-imgutils.generic.yolo"]], "launch_demo() (imgutils.generic.yolo.yolomodel method)": [[33, "imgutils.generic.yolo.YOLOModel.launch_demo"]], "make_ui() (imgutils.generic.yolo.yolomodel method)": [[33, "imgutils.generic.yolo.YOLOModel.make_ui"]], "predict() (imgutils.generic.yolo.yolomodel method)": [[33, "imgutils.generic.yolo.YOLOModel.predict"]], "yolo_predict() (in module imgutils.generic.yolo)": [[33, "imgutils.generic.yolo.yolo_predict"]], "imgutils.metadata.geninfo": [[34, "module-imgutils.metadata.geninfo"]], "read_geninfo_exif() (in module imgutils.metadata.geninfo)": [[34, "imgutils.metadata.geninfo.read_geninfo_exif"]], "read_geninfo_gif() (in module imgutils.metadata.geninfo)": [[34, "imgutils.metadata.geninfo.read_geninfo_gif"]], "read_geninfo_parameters() (in module imgutils.metadata.geninfo)": [[34, "imgutils.metadata.geninfo.read_geninfo_parameters"]], "write_geninfo_exif() (in module imgutils.metadata.geninfo)": [[34, "imgutils.metadata.geninfo.write_geninfo_exif"]], "write_geninfo_gif() (in module imgutils.metadata.geninfo)": [[34, "imgutils.metadata.geninfo.write_geninfo_gif"]], "write_geninfo_parameters() (in module imgutils.metadata.geninfo)": [[34, "imgutils.metadata.geninfo.write_geninfo_parameters"]], "imgutils.metadata": [[35, "module-imgutils.metadata"]], "imagelsbdataextractor (class in imgutils.metadata.lsb)": [[36, "imgutils.metadata.lsb.ImageLsbDataExtractor"]], "lsbextractor (class in imgutils.metadata.lsb)": [[36, "imgutils.metadata.lsb.LSBExtractor"]], "lsbreaderror (class in imgutils.metadata.lsb)": [[36, "imgutils.metadata.lsb.LSBReadError"]], "__init__() (imgutils.metadata.lsb.imagelsbdataextractor method)": [[36, "imgutils.metadata.lsb.ImageLsbDataExtractor.__init__"]], "__init__() (imgutils.metadata.lsb.lsbextractor method)": [[36, "imgutils.metadata.lsb.LSBExtractor.__init__"]], "extract_data() (imgutils.metadata.lsb.imagelsbdataextractor method)": [[36, "imgutils.metadata.lsb.ImageLsbDataExtractor.extract_data"]], "get_next_n_bytes() (imgutils.metadata.lsb.lsbextractor method)": [[36, "imgutils.metadata.lsb.LSBExtractor.get_next_n_bytes"]], "get_one_byte() (imgutils.metadata.lsb.lsbextractor method)": [[36, "imgutils.metadata.lsb.LSBExtractor.get_one_byte"]], "imgutils.metadata.lsb": [[36, "module-imgutils.metadata.lsb"]], "inject_data() (in module imgutils.metadata.lsb)": [[36, "imgutils.metadata.lsb.inject_data"]], "read_32bit_integer() (imgutils.metadata.lsb.lsbextractor method)": [[36, "imgutils.metadata.lsb.LSBExtractor.read_32bit_integer"]], "read_lsb_metadata() (in module imgutils.metadata.lsb)": [[36, "imgutils.metadata.lsb.read_lsb_metadata"]], "read_lsb_raw_bytes() (in module imgutils.metadata.lsb)": [[36, "imgutils.metadata.lsb.read_lsb_raw_bytes"]], "serialize_json() (in module imgutils.metadata.lsb)": [[36, "imgutils.metadata.lsb.serialize_json"]], "serialize_pnginfo() (in module imgutils.metadata.lsb)": [[36, "imgutils.metadata.lsb.serialize_pnginfo"]], "write_lsb_metadata() (in module imgutils.metadata.lsb)": [[36, "imgutils.metadata.lsb.write_lsb_metadata"]], "write_lsb_raw_bytes() (in module imgutils.metadata.lsb)": [[36, "imgutils.metadata.lsb.write_lsb_raw_bytes"]], "get_aesthetic_score() (in module imgutils.metrics.aesthetic)": [[37, "imgutils.metrics.aesthetic.get_aesthetic_score"]], "imgutils.metrics.aesthetic": [[37, "module-imgutils.metrics.aesthetic"]], "ccip_batch_differences() (in module imgutils.metrics.ccip)": [[38, "imgutils.metrics.ccip.ccip_batch_differences"]], "ccip_batch_extract_features() (in module imgutils.metrics.ccip)": [[38, "imgutils.metrics.ccip.ccip_batch_extract_features"]], "ccip_batch_same() (in module imgutils.metrics.ccip)": [[38, "imgutils.metrics.ccip.ccip_batch_same"]], "ccip_clustering() (in module imgutils.metrics.ccip)": [[38, "imgutils.metrics.ccip.ccip_clustering"]], "ccip_default_clustering_params() (in module imgutils.metrics.ccip)": [[38, "imgutils.metrics.ccip.ccip_default_clustering_params"]], "ccip_default_threshold() (in module imgutils.metrics.ccip)": [[38, "imgutils.metrics.ccip.ccip_default_threshold"]], "ccip_difference() (in module imgutils.metrics.ccip)": [[38, "imgutils.metrics.ccip.ccip_difference"]], "ccip_extract_feature() (in module imgutils.metrics.ccip)": [[38, "imgutils.metrics.ccip.ccip_extract_feature"]], "ccip_merge() (in module imgutils.metrics.ccip)": [[38, "imgutils.metrics.ccip.ccip_merge"]], "ccip_same() (in module imgutils.metrics.ccip)": [[38, "imgutils.metrics.ccip.ccip_same"]], "imgutils.metrics.ccip": [[38, "module-imgutils.metrics.ccip"]], "anime_dbaesthetic() (in module imgutils.metrics.dbaesthetic)": [[39, "imgutils.metrics.dbaesthetic.anime_dbaesthetic"]], "imgutils.metrics.dbaesthetic": [[39, "module-imgutils.metrics.dbaesthetic"]], "imgutils.metrics": [[40, "module-imgutils.metrics"]], "imgutils.metrics.laplacian": [[41, "module-imgutils.metrics.laplacian"]], "laplacian_score() (in module imgutils.metrics.laplacian)": [[41, "imgutils.metrics.laplacian.laplacian_score"]], "imgutils.metrics.lpips": [[42, "module-imgutils.metrics.lpips"]], "lpips_clustering() (in module imgutils.metrics.lpips)": [[42, "imgutils.metrics.lpips.lpips_clustering"]], "lpips_difference() (in module imgutils.metrics.lpips)": [[42, "imgutils.metrics.lpips.lpips_difference"]], "lpips_extract_feature() (in module imgutils.metrics.lpips)": [[42, "imgutils.metrics.lpips.lpips_extract_feature"]], "imgutils.metrics.psnr_": [[43, "module-imgutils.metrics.psnr_"]], "psnr() (in module imgutils.metrics.psnr_)": [[43, "imgutils.metrics.psnr_.psnr"]], "detect_text_with_ocr() (in module imgutils.ocr)": [[44, "imgutils.ocr.detect_text_with_ocr"]], "imgutils.ocr": [[44, "module-imgutils.ocr"]], "list_det_models() (in module imgutils.ocr)": [[44, "imgutils.ocr.list_det_models"]], "list_rec_models() (in module imgutils.ocr)": [[44, "imgutils.ocr.list_rec_models"]], "ocr() (in module imgutils.ocr)": [[44, "imgutils.ocr.ocr"]], "align_maxsize() (in module imgutils.operate.align)": [[45, "imgutils.operate.align.align_maxsize"]], "imgutils.operate.align": [[45, "module-imgutils.operate.align"]], "basecensor (class in imgutils.operate.censor_)": [[46, "imgutils.operate.censor_.BaseCensor"]], "blurcensor (class in imgutils.operate.censor_)": [[46, "imgutils.operate.censor_.BlurCensor"]], "colorcensor (class in imgutils.operate.censor_)": [[46, "imgutils.operate.censor_.ColorCensor"]], "pixelatecensor (class in imgutils.operate.censor_)": [[46, "imgutils.operate.censor_.PixelateCensor"]], "censor_area() (imgutils.operate.censor_.basecensor method)": [[46, "imgutils.operate.censor_.BaseCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.blurcensor method)": [[46, "imgutils.operate.censor_.BlurCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.colorcensor method)": [[46, "imgutils.operate.censor_.ColorCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.pixelatecensor method)": [[46, "imgutils.operate.censor_.PixelateCensor.censor_area"]], "censor_areas() (in module imgutils.operate.censor_)": [[46, "imgutils.operate.censor_.censor_areas"]], "censor_nsfw() (in module imgutils.operate.censor_)": [[46, "imgutils.operate.censor_.censor_nsfw"]], "imgutils.operate.censor_": [[46, "module-imgutils.operate.censor_"]], "register_censor_method() (in module imgutils.operate.censor_)": [[46, "imgutils.operate.censor_.register_censor_method"]], "emojibasedcensor (class in imgutils.operate.imgcensor)": [[47, "imgutils.operate.imgcensor.EmojiBasedCensor"]], "imagebasedcensor (class in imgutils.operate.imgcensor)": [[47, "imgutils.operate.imgcensor.ImageBasedCensor"]], "singleimage (class in imgutils.operate.imgcensor)": [[47, "imgutils.operate.imgcensor.SingleImage"]], "__init__() (imgutils.operate.imgcensor.singleimage method)": [[47, "imgutils.operate.imgcensor.SingleImage.__init__"]], "censor_area() (imgutils.operate.imgcensor.emojibasedcensor method)": [[47, "imgutils.operate.imgcensor.EmojiBasedCensor.censor_area"]], "censor_area() (imgutils.operate.imgcensor.imagebasedcensor method)": [[47, "imgutils.operate.imgcensor.ImageBasedCensor.censor_area"]], "find_for_area() (imgutils.operate.imgcensor.singleimage method)": [[47, "imgutils.operate.imgcensor.SingleImage.find_for_area"]], "height (imgutils.operate.imgcensor.singleimage property)": [[47, "imgutils.operate.imgcensor.SingleImage.height"]], "imgutils.operate.imgcensor": [[47, "module-imgutils.operate.imgcensor"]], "width (imgutils.operate.imgcensor.singleimage property)": [[47, "imgutils.operate.imgcensor.SingleImage.width"]], "imgutils.operate": [[48, "module-imgutils.operate"]], "imgutils.operate.squeeze": [[49, "module-imgutils.operate.squeeze"]], "squeeze() (in module imgutils.operate.squeeze)": [[49, "imgutils.operate.squeeze.squeeze"]], "squeeze_with_transparency() (in module imgutils.operate.squeeze)": [[49, "imgutils.operate.squeeze.squeeze_with_transparency"]], "dwpose_estimate() (in module imgutils.pose.dwpose)": [[50, "imgutils.pose.dwpose.dwpose_estimate"]], "imgutils.pose.dwpose": [[50, "module-imgutils.pose.dwpose"]], "left_ankle (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.LEFT_ANKLE"]], "left_big_toe (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.LEFT_BIG_TOE"]], "left_ear (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.LEFT_EAR"]], "left_elbow (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.LEFT_ELBOW"]], "left_eye (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.LEFT_EYE"]], "left_heel (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.LEFT_HEEL"]], "left_hip (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.LEFT_HIP"]], "left_knee (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.LEFT_KNEE"]], "left_shoulder (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.LEFT_SHOULDER"]], "left_small_toe (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.LEFT_SMALL_TOE"]], "left_wrist (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.LEFT_WRIST"]], "neck (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.NECK"]], "nose (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.NOSE"]], "op18keypointset (class in imgutils.pose.format)": [[51, "imgutils.pose.format.OP18KeyPointSet"]], "op18_body_max (in module imgutils.pose.format)": [[51, "imgutils.pose.format.OP18_BODY_MAX"]], "op18_body_min (in module imgutils.pose.format)": [[51, "imgutils.pose.format.OP18_BODY_MIN"]], "op18_face_max (in module imgutils.pose.format)": [[51, "imgutils.pose.format.OP18_FACE_MAX"]], "op18_face_min (in module imgutils.pose.format)": [[51, "imgutils.pose.format.OP18_FACE_MIN"]], "op18_left_foot_max (in module imgutils.pose.format)": [[51, "imgutils.pose.format.OP18_LEFT_FOOT_MAX"]], "op18_left_foot_min (in module imgutils.pose.format)": [[51, "imgutils.pose.format.OP18_LEFT_FOOT_MIN"]], "op18_left_hand_max (in module imgutils.pose.format)": [[51, "imgutils.pose.format.OP18_LEFT_HAND_MAX"]], "op18_left_hand_min (in module imgutils.pose.format)": [[51, "imgutils.pose.format.OP18_LEFT_HAND_MIN"]], "op18_right_foot_max (in module imgutils.pose.format)": [[51, "imgutils.pose.format.OP18_RIGHT_FOOT_MAX"]], "op18_right_foot_min (in module imgutils.pose.format)": [[51, "imgutils.pose.format.OP18_RIGHT_FOOT_MIN"]], "op18_right_hand_max (in module imgutils.pose.format)": [[51, "imgutils.pose.format.OP18_RIGHT_HAND_MAX"]], "op18_right_hand_min (in module imgutils.pose.format)": [[51, "imgutils.pose.format.OP18_RIGHT_HAND_MIN"]], "right_ankle (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.RIGHT_ANKLE"]], "right_big_toe (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.RIGHT_BIG_TOE"]], "right_ear (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.RIGHT_EAR"]], "right_elbow (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.RIGHT_ELBOW"]], "right_eye (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.RIGHT_EYE"]], "right_heel (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.RIGHT_HEEL"]], "right_hip (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.RIGHT_HIP"]], "right_knee (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.RIGHT_KNEE"]], "right_shoulder (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.RIGHT_SHOULDER"]], "right_small_toe (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.RIGHT_SMALL_TOE"]], "right_wrist (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.RIGHT_WRIST"]], "__init__() (imgutils.pose.format.op18keypointset method)": [[51, "imgutils.pose.format.OP18KeyPointSet.__init__"]], "__mul__() (imgutils.pose.format.op18keypointset method)": [[51, "imgutils.pose.format.OP18KeyPointSet.__mul__"]], "__truediv__() (imgutils.pose.format.op18keypointset method)": [[51, "imgutils.pose.format.OP18KeyPointSet.__truediv__"]], "body (imgutils.pose.format.op18keypointset property)": [[51, "imgutils.pose.format.OP18KeyPointSet.body"]], "face (imgutils.pose.format.op18keypointset property)": [[51, "imgutils.pose.format.OP18KeyPointSet.face"]], "imgutils.pose.format": [[51, "module-imgutils.pose.format"]], "left_foot (imgutils.pose.format.op18keypointset property)": [[51, "imgutils.pose.format.OP18KeyPointSet.left_foot"]], "left_hand (imgutils.pose.format.op18keypointset property)": [[51, "imgutils.pose.format.OP18KeyPointSet.left_hand"]], "right_foot (imgutils.pose.format.op18keypointset property)": [[51, "imgutils.pose.format.OP18KeyPointSet.right_foot"]], "right_hand (imgutils.pose.format.op18keypointset property)": [[51, "imgutils.pose.format.OP18KeyPointSet.right_hand"]], "imgutils.pose": [[52, "module-imgutils.pose"]], "imgutils.pose.visual": [[53, "module-imgutils.pose.visual"]], "op18_visualize() (in module imgutils.pose.visual)": [[53, "imgutils.pose.visual.op18_visualize"]], "notparsetarget (class in imgutils.preprocess.base)": [[54, "imgutils.preprocess.base.NotParseTarget"]], "imgutils.preprocess.base": [[54, "module-imgutils.preprocess.base"]], "imgutils.preprocess": [[55, "module-imgutils.preprocess"]], "create_pillow_transforms() (in module imgutils.preprocess.pillow)": [[56, "imgutils.preprocess.pillow.create_pillow_transforms"]], "imgutils.preprocess.pillow": [[56, "module-imgutils.preprocess.pillow"]], "parse_pillow_transforms() (in module imgutils.preprocess.pillow)": [[56, "imgutils.preprocess.pillow.parse_pillow_transforms"]], "register_pillow_parse() (in module imgutils.preprocess.pillow)": [[56, "imgutils.preprocess.pillow.register_pillow_parse"]], "register_pillow_transform() (in module imgutils.preprocess.pillow)": [[56, "imgutils.preprocess.pillow.register_pillow_transform"]], "create_torchvision_transforms() (in module imgutils.preprocess.torchvision)": [[57, "imgutils.preprocess.torchvision.create_torchvision_transforms"]], "imgutils.preprocess.torchvision": [[57, "module-imgutils.preprocess.torchvision"]], "parse_torchvision_transforms() (in module imgutils.preprocess.torchvision)": [[57, "imgutils.preprocess.torchvision.parse_torchvision_transforms"]], "register_torchvision_parse() (in module imgutils.preprocess.torchvision)": [[57, "imgutils.preprocess.torchvision.register_torchvision_parse"]], "register_torchvision_transform() (in module imgutils.preprocess.torchvision)": [[57, "imgutils.preprocess.torchvision.register_torchvision_transform"]], "notprocessortypeerror (class in imgutils.preprocess.transformers)": [[58, "imgutils.preprocess.transformers.NotProcessorTypeError"]], "convert_to_size_dict() (in module imgutils.preprocess.transformers)": [[58, "imgutils.preprocess.transformers.convert_to_size_dict"]], "create_bit_transforms() (in module imgutils.preprocess.transformers)": [[58, "imgutils.preprocess.transformers.create_bit_transforms"]], "create_blip_transforms() (in module imgutils.preprocess.transformers)": [[58, "imgutils.preprocess.transformers.create_blip_transforms"]], "create_clip_transforms() (in module imgutils.preprocess.transformers)": [[58, "imgutils.preprocess.transformers.create_clip_transforms"]], "create_convnext_transforms() (in module imgutils.preprocess.transformers)": [[58, "imgutils.preprocess.transformers.create_convnext_transforms"]], "create_mobilenetv2_transforms() (in module imgutils.preprocess.transformers)": [[58, "imgutils.preprocess.transformers.create_mobilenetv2_transforms"]], "create_siglip_transforms() (in module imgutils.preprocess.transformers)": [[58, "imgutils.preprocess.transformers.create_siglip_transforms"]], "create_transforms_from_bit_processor() (in module imgutils.preprocess.transformers)": [[58, "imgutils.preprocess.transformers.create_transforms_from_bit_processor"]], "create_transforms_from_blip_processor() (in module imgutils.preprocess.transformers)": [[58, "imgutils.preprocess.transformers.create_transforms_from_blip_processor"]], "create_transforms_from_clip_processor() (in module imgutils.preprocess.transformers)": [[58, "imgutils.preprocess.transformers.create_transforms_from_clip_processor"]], "create_transforms_from_convnext_processor() (in module imgutils.preprocess.transformers)": [[58, "imgutils.preprocess.transformers.create_transforms_from_convnext_processor"]], "create_transforms_from_mobilenetv2_processor() (in module imgutils.preprocess.transformers)": [[58, "imgutils.preprocess.transformers.create_transforms_from_mobilenetv2_processor"]], "create_transforms_from_siglip_processor() (in module imgutils.preprocess.transformers)": [[58, "imgutils.preprocess.transformers.create_transforms_from_siglip_processor"]], "create_transforms_from_transformers() (in module imgutils.preprocess.transformers)": [[58, "imgutils.preprocess.transformers.create_transforms_from_transformers"]], "create_transforms_from_vit_processor() (in module imgutils.preprocess.transformers)": [[58, "imgutils.preprocess.transformers.create_transforms_from_vit_processor"]], "create_vit_transforms() (in module imgutils.preprocess.transformers)": [[58, "imgutils.preprocess.transformers.create_vit_transforms"]], "get_size_dict() (in module imgutils.preprocess.transformers)": [[58, "imgutils.preprocess.transformers.get_size_dict"]], "imgutils.preprocess.transformers": [[58, "module-imgutils.preprocess.transformers"]], "is_valid_size_dict() (in module imgutils.preprocess.transformers)": [[58, "imgutils.preprocess.transformers.is_valid_size_dict"]], "register_creators_for_transformers() (in module imgutils.preprocess.transformers)": [[58, "imgutils.preprocess.transformers.register_creators_for_transformers"]], "backgroundimageset (class in imgutils.resource.background)": [[59, "imgutils.resource.background.BackgroundImageSet"]], "__init__() (imgutils.resource.background.backgroundimageset method)": [[59, "imgutils.resource.background.BackgroundImageSet.__init__"]], "get_bg_image() (in module imgutils.resource.background)": [[59, "imgutils.resource.background.get_bg_image"]], "get_bg_image_file() (in module imgutils.resource.background)": [[59, "imgutils.resource.background.get_bg_image_file"]], "get_image() (imgutils.resource.background.backgroundimageset method)": [[59, "imgutils.resource.background.BackgroundImageSet.get_image"]], "get_image_file() (imgutils.resource.background.backgroundimageset method)": [[59, "imgutils.resource.background.BackgroundImageSet.get_image_file"]], "imgutils.resource.background": [[59, "module-imgutils.resource.background"]], "list_bg_image_files() (in module imgutils.resource.background)": [[59, "imgutils.resource.background.list_bg_image_files"]], "list_image_files() (imgutils.resource.background.backgroundimageset method)": [[59, "imgutils.resource.background.BackgroundImageSet.list_image_files"]], "random_bg_image() (in module imgutils.resource.background)": [[59, "imgutils.resource.background.random_bg_image"]], "random_bg_image_file() (in module imgutils.resource.background)": [[59, "imgutils.resource.background.random_bg_image_file"]], "random_image() (imgutils.resource.background.backgroundimageset method)": [[59, "imgutils.resource.background.BackgroundImageSet.random_image"]], "random_image_file() (imgutils.resource.background.backgroundimageset method)": [[59, "imgutils.resource.background.BackgroundImageSet.random_image_file"]], "imgutils.resource": [[60, "module-imgutils.resource"]], "imgutils.restore.adversarial": [[61, "module-imgutils.restore.adversarial"]], "remove_adversarial_noise() (in module imgutils.restore.adversarial)": [[61, "imgutils.restore.adversarial.remove_adversarial_noise"]], "imgutils.restore": [[62, "module-imgutils.restore"]], "imgutils.restore.nafnet": [[63, "module-imgutils.restore.nafnet"]], "restore_with_nafnet() (in module imgutils.restore.nafnet)": [[63, "imgutils.restore.nafnet.restore_with_nafnet"]], "imgutils.restore.scunet": [[64, "module-imgutils.restore.scunet"]], "restore_with_scunet() (in module imgutils.restore.scunet)": [[64, "imgutils.restore.scunet.restore_with_scunet"]], "imgutils.sd": [[65, "module-imgutils.sd"]], "sdmetadata (class in imgutils.sd.metadata)": [[66, "imgutils.sd.metadata.SDMetaData"]], "__str__() (imgutils.sd.metadata.sdmetadata method)": [[66, "imgutils.sd.metadata.SDMetaData.__str__"]], "get_sdmeta_from_image() (in module imgutils.sd.metadata)": [[66, "imgutils.sd.metadata.get_sdmeta_from_image"]], "imgutils.sd.metadata": [[66, "module-imgutils.sd.metadata"]], "parse_sdmeta_from_text() (in module imgutils.sd.metadata)": [[66, "imgutils.sd.metadata.parse_sdmeta_from_text"]], "pnginfo (imgutils.sd.metadata.sdmetadata property)": [[66, "imgutils.sd.metadata.SDMetaData.pnginfo"]], "save_image_with_sdmeta() (in module imgutils.sd.metadata)": [[66, "imgutils.sd.metadata.save_image_with_sdmeta"]], "text (imgutils.sd.metadata.sdmetadata property)": [[66, "imgutils.sd.metadata.SDMetaData.text"]], "imgutils.sd.model": [[67, "module-imgutils.sd.model"]], "read_metadata() (in module imgutils.sd.model)": [[67, "imgutils.sd.model.read_metadata"]], "save_with_metadata() (in module imgutils.sd.model)": [[67, "imgutils.sd.model.save_with_metadata"]], "naimetadata (class in imgutils.sd.nai)": [[68, "imgutils.sd.nai.NAIMetaData"], [68, "imgutils.sd.nai.NAIMetadata"]], "__init__() (imgutils.sd.nai.naimetadata method)": [[68, "imgutils.sd.nai.NAIMetaData.__init__"]], "add_naimeta_to_image() (in module imgutils.sd.nai)": [[68, "imgutils.sd.nai.add_naimeta_to_image"]], "get_naimeta_from_image() (in module imgutils.sd.nai)": [[68, "imgutils.sd.nai.get_naimeta_from_image"]], "imgutils.sd.nai": [[68, "module-imgutils.sd.nai"]], "pnginfo (imgutils.sd.nai.naimetadata property)": [[68, "imgutils.sd.nai.NAIMetaData.pnginfo"]], "save_image_with_naimeta() (in module imgutils.sd.nai)": [[68, "imgutils.sd.nai.save_image_with_naimeta"]], "imgutils.segment": [[69, "module-imgutils.segment"]], "get_isnetis_mask() (in module imgutils.segment.isnetis)": [[70, "imgutils.segment.isnetis.get_isnetis_mask"]], "imgutils.segment.isnetis": [[70, "module-imgutils.segment.isnetis"]], "segment_rgba_with_isnetis() (in module imgutils.segment.isnetis)": [[70, "imgutils.segment.isnetis.segment_rgba_with_isnetis"]], "segment_with_isnetis() (in module imgutils.segment.isnetis)": [[70, "imgutils.segment.isnetis.segment_with_isnetis"]], "drop_blacklisted_tags() (in module imgutils.tagging.blacklist)": [[71, "imgutils.tagging.blacklist.drop_blacklisted_tags"]], "imgutils.tagging.blacklist": [[71, "module-imgutils.tagging.blacklist"]], "is_blacklisted() (in module imgutils.tagging.blacklist)": [[71, "imgutils.tagging.blacklist.is_blacklisted"]], "char_prefixes (in module imgutils.tagging.character)": [[72, "imgutils.tagging.character.CHAR_PREFIXES"]], "char_suffixes (in module imgutils.tagging.character)": [[72, "imgutils.tagging.character.CHAR_SUFFIXES"]], "char_whitelist_prefix (in module imgutils.tagging.character)": [[72, "imgutils.tagging.character.CHAR_WHITELIST_PREFIX"]], "char_whitelist_suffix (in module imgutils.tagging.character)": [[72, "imgutils.tagging.character.CHAR_WHITELIST_SUFFIX"]], "char_whitelist_word (in module imgutils.tagging.character)": [[72, "imgutils.tagging.character.CHAR_WHITELIST_WORD"]], "charactertagpool (class in imgutils.tagging.character)": [[72, "imgutils.tagging.character.CharacterTagPool"]], "__init__() (imgutils.tagging.character.charactertagpool method)": [[72, "imgutils.tagging.character.CharacterTagPool.__init__"]], "drop_basic_character_tags() (imgutils.tagging.character.charactertagpool method)": [[72, "imgutils.tagging.character.CharacterTagPool.drop_basic_character_tags"]], "drop_basic_character_tags() (in module imgutils.tagging.character)": [[72, "imgutils.tagging.character.drop_basic_character_tags"]], "imgutils.tagging.character": [[72, "module-imgutils.tagging.character"]], "is_basic_character_tag() (imgutils.tagging.character.charactertagpool method)": [[72, "imgutils.tagging.character.CharacterTagPool.is_basic_character_tag"]], "is_basic_character_tag() (in module imgutils.tagging.character)": [[72, "imgutils.tagging.character.is_basic_character_tag"]], "get_deepdanbooru_tags() (in module imgutils.tagging.deepdanbooru)": [[73, "imgutils.tagging.deepdanbooru.get_deepdanbooru_tags"]], "imgutils.tagging.deepdanbooru": [[73, "module-imgutils.tagging.deepdanbooru"]], "get_deepgelbooru_tags() (in module imgutils.tagging.deepgelbooru)": [[74, "imgutils.tagging.deepgelbooru.get_deepgelbooru_tags"]], "imgutils.tagging.deepgelbooru": [[74, "module-imgutils.tagging.deepgelbooru"]], "add_underline() (in module imgutils.tagging.format)": [[75, "imgutils.tagging.format.add_underline"]], "imgutils.tagging.format": [[75, "module-imgutils.tagging.format"]], "remove_underline() (in module imgutils.tagging.format)": [[75, "imgutils.tagging.format.remove_underline"]], "tags_to_text() (in module imgutils.tagging.format)": [[75, "imgutils.tagging.format.tags_to_text"]], "imgutils.tagging": [[76, "module-imgutils.tagging"]], "imgutils.tagging.match": [[77, "module-imgutils.tagging.match"]], "tag_match_full() (in module imgutils.tagging.match)": [[77, "imgutils.tagging.match.tag_match_full"]], "tag_match_prefix() (in module imgutils.tagging.match)": [[77, "imgutils.tagging.match.tag_match_prefix"]], "tag_match_suffix() (in module imgutils.tagging.match)": [[77, "imgutils.tagging.match.tag_match_suffix"]], "get_mldanbooru_tags() (in module imgutils.tagging.mldanbooru)": [[78, "imgutils.tagging.mldanbooru.get_mldanbooru_tags"]], "imgutils.tagging.mldanbooru": [[78, "module-imgutils.tagging.mldanbooru"]], "imgutils.tagging.order": [[79, "module-imgutils.tagging.order"]], "sort_tags() (in module imgutils.tagging.order)": [[79, "imgutils.tagging.order.sort_tags"]], "drop_overlap_tags() (in module imgutils.tagging.overlap)": [[80, "imgutils.tagging.overlap.drop_overlap_tags"]], "imgutils.tagging.overlap": [[80, "module-imgutils.tagging.overlap"]], "convert_wd14_emb_to_prediction() (in module imgutils.tagging.wd14)": [[81, "imgutils.tagging.wd14.convert_wd14_emb_to_prediction"]], "denormalize_wd14_emb() (in module imgutils.tagging.wd14)": [[81, "imgutils.tagging.wd14.denormalize_wd14_emb"]], "get_wd14_tags() (in module imgutils.tagging.wd14)": [[81, "imgutils.tagging.wd14.get_wd14_tags"]], "imgutils.tagging.wd14": [[81, "module-imgutils.tagging.wd14"]], "imgutils.upscale.cdc": [[82, "module-imgutils.upscale.cdc"]], "upscale_with_cdc() (in module imgutils.upscale.cdc)": [[82, "imgutils.upscale.cdc.upscale_with_cdc"]], "imgutils.upscale": [[83, "module-imgutils.upscale"]], "imgutils.utils.cache": [[84, "module-imgutils.utils.cache"]], "ts_lru_cache() (in module imgutils.utils.cache)": [[84, "imgutils.utils.cache.ts_lru_cache"]], "imgutils.utils.func": [[85, "module-imgutils.utils.func"]], "sigmoid() (in module imgutils.utils.func)": [[85, "imgutils.utils.func.sigmoid"]], "imgutils.utils": [[86, "module-imgutils.utils"]], "get_onnx_provider() (in module imgutils.utils.onnxruntime)": [[87, "imgutils.utils.onnxruntime.get_onnx_provider"]], "imgutils.utils.onnxruntime": [[87, "module-imgutils.utils.onnxruntime"]], "open_onnx_model() (in module imgutils.utils.onnxruntime)": [[87, "imgutils.utils.onnxruntime.open_onnx_model"]], "get_ai_created_score() (in module imgutils.validate.aicheck)": [[88, "imgutils.validate.aicheck.get_ai_created_score"]], "imgutils.validate.aicheck": [[88, "module-imgutils.validate.aicheck"]], "is_ai_created() (in module imgutils.validate.aicheck)": [[88, "imgutils.validate.aicheck.is_ai_created"]], "anime_bangumi_char() (in module imgutils.validate.bangumi_char)": [[89, "imgutils.validate.bangumi_char.anime_bangumi_char"]], "anime_bangumi_char_score() (in module imgutils.validate.bangumi_char)": [[89, "imgutils.validate.bangumi_char.anime_bangumi_char_score"]], "imgutils.validate.bangumi_char": [[89, "module-imgutils.validate.bangumi_char"]], "anime_classify() (in module imgutils.validate.classify)": [[90, "imgutils.validate.classify.anime_classify"]], "anime_classify_score() (in module imgutils.validate.classify)": [[90, "imgutils.validate.classify.anime_classify_score"]], "imgutils.validate.classify": [[90, "module-imgutils.validate.classify"]], "imgutils.validate.color": [[91, "module-imgutils.validate.color"]], "is_greyscale() (in module imgutils.validate.color)": [[91, "imgutils.validate.color.is_greyscale"]], "anime_completeness() (in module imgutils.validate.completeness)": [[92, "imgutils.validate.completeness.anime_completeness"]], "anime_completeness_score() (in module imgutils.validate.completeness)": [[92, "imgutils.validate.completeness.anime_completeness_score"]], "imgutils.validate.completeness": [[92, "module-imgutils.validate.completeness"]], "anime_dbrating() (in module imgutils.validate.dbrating)": [[93, "imgutils.validate.dbrating.anime_dbrating"]], "anime_dbrating_score() (in module imgutils.validate.dbrating)": [[93, "imgutils.validate.dbrating.anime_dbrating_score"]], "imgutils.validate.dbrating": [[93, "module-imgutils.validate.dbrating"]], "anime_furry() (in module imgutils.validate.furry)": [[94, "imgutils.validate.furry.anime_furry"]], "anime_furry_score() (in module imgutils.validate.furry)": [[94, "imgutils.validate.furry.anime_furry_score"]], "imgutils.validate.furry": [[94, "module-imgutils.validate.furry"]], "imgutils.validate": [[95, "module-imgutils.validate"]], "get_monochrome_score() (in module imgutils.validate.monochrome)": [[96, "imgutils.validate.monochrome.get_monochrome_score"]], "imgutils.validate.monochrome": [[96, "module-imgutils.validate.monochrome"]], "is_monochrome() (in module imgutils.validate.monochrome)": [[96, "imgutils.validate.monochrome.is_monochrome"]], "imgutils.validate.nsfw": [[97, "module-imgutils.validate.nsfw"]], "nsfw_pred() (in module imgutils.validate.nsfw)": [[97, "imgutils.validate.nsfw.nsfw_pred"]], "nsfw_pred_score() (in module imgutils.validate.nsfw)": [[97, "imgutils.validate.nsfw.nsfw_pred_score"]], "anime_portrait() (in module imgutils.validate.portrait)": [[98, "imgutils.validate.portrait.anime_portrait"]], "anime_portrait_score() (in module imgutils.validate.portrait)": [[98, "imgutils.validate.portrait.anime_portrait_score"]], "imgutils.validate.portrait": [[98, "module-imgutils.validate.portrait"]], "anime_rating() (in module imgutils.validate.rating)": [[99, "imgutils.validate.rating.anime_rating"]], "anime_rating_score() (in module imgutils.validate.rating)": [[99, "imgutils.validate.rating.anime_rating_score"]], "imgutils.validate.rating": [[99, "module-imgutils.validate.rating"]], "anime_real() (in module imgutils.validate.real)": [[100, "imgutils.validate.real.anime_real"]], "anime_real_score() (in module imgutils.validate.real)": [[100, "imgutils.validate.real.anime_real_score"]], "imgutils.validate.real": [[100, "module-imgutils.validate.real"]], "imgutils.validate.safe": [[101, "module-imgutils.validate.safe"]], "safe_check() (in module imgutils.validate.safe)": [[101, "imgutils.validate.safe.safe_check"]], "safe_check_score() (in module imgutils.validate.safe)": [[101, "imgutils.validate.safe.safe_check_score"]], "anime_style_age() (in module imgutils.validate.style_age)": [[102, "imgutils.validate.style_age.anime_style_age"]], "anime_style_age_score() (in module imgutils.validate.style_age)": [[102, "imgutils.validate.style_age.anime_style_age_score"]], "imgutils.validate.style_age": [[102, "module-imgutils.validate.style_age"]], "anime_teen() (in module imgutils.validate.teen)": [[103, "imgutils.validate.teen.anime_teen"]], "anime_teen_score() (in module imgutils.validate.teen)": [[103, "imgutils.validate.teen.anime_teen_score"]], "imgutils.validate.teen": [[103, "module-imgutils.validate.teen"]], "imgutils.validate.truncate": [[104, "module-imgutils.validate.truncate"]], "is_truncated_file() (in module imgutils.validate.truncate)": [[104, "imgutils.validate.truncate.is_truncated_file"]]}}) \ No newline at end of file +Search.setIndex({"docnames": ["api_doc/ascii/drawing", "api_doc/ascii/index", "api_doc/config/index", "api_doc/config/meta", "api_doc/data/background", "api_doc/data/blob", "api_doc/data/decode", "api_doc/data/encode", "api_doc/data/image", "api_doc/data/index", "api_doc/data/layer", "api_doc/detect/booru_yolo", "api_doc/detect/censor", "api_doc/detect/eye", "api_doc/detect/face", "api_doc/detect/halfbody", "api_doc/detect/hand", "api_doc/detect/head", "api_doc/detect/index", "api_doc/detect/nudenet", "api_doc/detect/person", "api_doc/detect/similarity", "api_doc/detect/text", "api_doc/detect/visual", "api_doc/edge/canny", "api_doc/edge/index", "api_doc/edge/lineart", "api_doc/edge/lineart_anime", "api_doc/generic/classify", "api_doc/generic/clip", "api_doc/generic/enhance", "api_doc/generic/index", "api_doc/generic/siglip", "api_doc/generic/yolo", "api_doc/metadata/geninfo", "api_doc/metadata/index", "api_doc/metadata/lsb", "api_doc/metrics/aesthetic", "api_doc/metrics/ccip", "api_doc/metrics/dbaesthetic", "api_doc/metrics/index", "api_doc/metrics/laplacian", "api_doc/metrics/lpips", "api_doc/metrics/psnr_", "api_doc/ocr/index", "api_doc/operate/align", "api_doc/operate/censor", "api_doc/operate/imgcensor", "api_doc/operate/index", "api_doc/operate/squeeze", "api_doc/pose/dwpose", "api_doc/pose/format", "api_doc/pose/index", "api_doc/pose/visual", "api_doc/preprocess/base", "api_doc/preprocess/index", "api_doc/preprocess/pillow", "api_doc/preprocess/torchvision", "api_doc/preprocess/transformers", "api_doc/resource/background", "api_doc/resource/index", "api_doc/restore/adversarial", "api_doc/restore/index", "api_doc/restore/nafnet", "api_doc/restore/scunet", "api_doc/sd/index", "api_doc/sd/metadata", "api_doc/sd/model", "api_doc/sd/nai", "api_doc/segment/index", "api_doc/segment/isnetis", "api_doc/tagging/blacklist", "api_doc/tagging/character", "api_doc/tagging/deepdanbooru", "api_doc/tagging/deepgelbooru", "api_doc/tagging/format", "api_doc/tagging/index", "api_doc/tagging/match", "api_doc/tagging/mldanbooru", "api_doc/tagging/order", "api_doc/tagging/overlap", "api_doc/tagging/wd14", "api_doc/upscale/cdc", "api_doc/upscale/index", "api_doc/utils/cache", "api_doc/utils/func", "api_doc/utils/index", "api_doc/utils/onnxruntime", "api_doc/validate/aicheck", "api_doc/validate/bangumi_char", "api_doc/validate/classify", "api_doc/validate/color", "api_doc/validate/completeness", "api_doc/validate/dbrating", "api_doc/validate/furry", "api_doc/validate/index", "api_doc/validate/monochrome", "api_doc/validate/nsfw", "api_doc/validate/portrait", "api_doc/validate/rating", "api_doc/validate/real", "api_doc/validate/safe", "api_doc/validate/style_age", "api_doc/validate/teen", "api_doc/validate/truncate", "index", "information/environment", "information/environment.result", "tutorials/installation/index", "tutorials/quick_start/index"], "filenames": ["api_doc/ascii/drawing.rst", "api_doc/ascii/index.rst", "api_doc/config/index.rst", "api_doc/config/meta.rst", "api_doc/data/background.rst", "api_doc/data/blob.rst", "api_doc/data/decode.rst", "api_doc/data/encode.rst", "api_doc/data/image.rst", "api_doc/data/index.rst", "api_doc/data/layer.rst", "api_doc/detect/booru_yolo.rst", "api_doc/detect/censor.rst", "api_doc/detect/eye.rst", "api_doc/detect/face.rst", "api_doc/detect/halfbody.rst", "api_doc/detect/hand.rst", "api_doc/detect/head.rst", "api_doc/detect/index.rst", "api_doc/detect/nudenet.rst", "api_doc/detect/person.rst", "api_doc/detect/similarity.rst", "api_doc/detect/text.rst", "api_doc/detect/visual.rst", "api_doc/edge/canny.rst", "api_doc/edge/index.rst", "api_doc/edge/lineart.rst", "api_doc/edge/lineart_anime.rst", "api_doc/generic/classify.rst", "api_doc/generic/clip.rst", "api_doc/generic/enhance.rst", "api_doc/generic/index.rst", "api_doc/generic/siglip.rst", "api_doc/generic/yolo.rst", "api_doc/metadata/geninfo.rst", "api_doc/metadata/index.rst", "api_doc/metadata/lsb.rst", "api_doc/metrics/aesthetic.rst", "api_doc/metrics/ccip.rst", "api_doc/metrics/dbaesthetic.rst", "api_doc/metrics/index.rst", "api_doc/metrics/laplacian.rst", "api_doc/metrics/lpips.rst", "api_doc/metrics/psnr_.rst", "api_doc/ocr/index.rst", "api_doc/operate/align.rst", "api_doc/operate/censor.rst", "api_doc/operate/imgcensor.rst", "api_doc/operate/index.rst", "api_doc/operate/squeeze.rst", "api_doc/pose/dwpose.rst", "api_doc/pose/format.rst", "api_doc/pose/index.rst", "api_doc/pose/visual.rst", "api_doc/preprocess/base.rst", "api_doc/preprocess/index.rst", "api_doc/preprocess/pillow.rst", "api_doc/preprocess/torchvision.rst", "api_doc/preprocess/transformers.rst", "api_doc/resource/background.rst", "api_doc/resource/index.rst", "api_doc/restore/adversarial.rst", "api_doc/restore/index.rst", "api_doc/restore/nafnet.rst", "api_doc/restore/scunet.rst", "api_doc/sd/index.rst", "api_doc/sd/metadata.rst", "api_doc/sd/model.rst", "api_doc/sd/nai.rst", "api_doc/segment/index.rst", "api_doc/segment/isnetis.rst", "api_doc/tagging/blacklist.rst", "api_doc/tagging/character.rst", "api_doc/tagging/deepdanbooru.rst", "api_doc/tagging/deepgelbooru.rst", "api_doc/tagging/format.rst", "api_doc/tagging/index.rst", "api_doc/tagging/match.rst", "api_doc/tagging/mldanbooru.rst", "api_doc/tagging/order.rst", "api_doc/tagging/overlap.rst", "api_doc/tagging/wd14.rst", "api_doc/upscale/cdc.rst", "api_doc/upscale/index.rst", "api_doc/utils/cache.rst", "api_doc/utils/func.rst", "api_doc/utils/index.rst", "api_doc/utils/onnxruntime.rst", "api_doc/validate/aicheck.rst", "api_doc/validate/bangumi_char.rst", "api_doc/validate/classify.rst", "api_doc/validate/color.rst", "api_doc/validate/completeness.rst", "api_doc/validate/dbrating.rst", "api_doc/validate/furry.rst", "api_doc/validate/index.rst", "api_doc/validate/monochrome.rst", "api_doc/validate/nsfw.rst", "api_doc/validate/portrait.rst", "api_doc/validate/rating.rst", "api_doc/validate/real.rst", "api_doc/validate/safe.rst", "api_doc/validate/style_age.rst", "api_doc/validate/teen.rst", "api_doc/validate/truncate.rst", "index.rst", "information/environment.ipynb", "information/environment.result.ipynb", "tutorials/installation/index.rst", "tutorials/quick_start/index.rst"], "titles": ["imgutils.ascii.drawing", "imgutils.ascii", "imgutils.config", "imgutils.config.meta", "imgutils.data.background", "imgutils.data.blob", "imgutils.data.decode", "imgutils.data.encode", "imgutils.data.image", "imgutils.data", "imgutils.data.layer", "imgutils.detect.booru_yolo", "imgutils.detect.censor", "imgutils.detect.eye", "imgutils.detect.face", "imgutils.detect.halfbody", "imgutils.detect.hand", "imgutils.detect.head", "imgutils.detect", "imgutils.detect.nudenet", "imgutils.detect.person", "imgutils.detect.similarity", "imgutils.detect.text", "imgutils.detect.visual", "imgutils.edge.canny", "imgutils.edge", "imgutils.edge.lineart", "imgutils.edge.lineart_anime", "imgutils.generic.classify", "imgutils.generic.clip", "imgutils.generic.enhance", "imgutils.generic", "imgutils.generic.siglip", "imgutils.generic.yolo", "imgutils.metadata.geninfo", "imgutils.metadata", "imgutils.metadata.lsb", "imgutils.metrics.aesthetic", "imgutils.metrics.ccip", "imgutils.metrics.dbaesthetic", "imgutils.metrics", "imgutils.metrics.laplacian", "imgutils.metrics.lpips", "imgutils.metrics.psnr_", "imgutils.ocr", "imgutils.operate.align", "imgutils.operate.censor_", "imgutils.operate.imgcensor", "imgutils.operate", "imgutils.operate.squeeze", "imgutils.pose.dwpose", "imgutils.pose.format", "imgutils.pose", "imgutils.pose.visual", "imgutils.preprocess.base", "imgutils.preprocess", "imgutils.preprocess.pillow", "imgutils.preprocess.torchvision", "imgutils.preprocess.transformers", "imgutils.resource.background", "imgutils.resource", "imgutils.restore.adversarial", "imgutils.restore", "imgutils.restore.nafnet", "imgutils.restore.scunet", "imgutils.sd", "imgutils.sd.metadata", "imgutils.sd.model", "imgutils.sd.nai", "imgutils.segment", "imgutils.segment.isnetis", "imgutils.tagging.blacklist", "imgutils.tagging.character", "imgutils.tagging.deepdanbooru", "imgutils.tagging.deepgelbooru", "imgutils.tagging.format", "imgutils.tagging", "imgutils.tagging.match", "imgutils.tagging.mldanbooru", "imgutils.tagging.order", "imgutils.tagging.overlap", "imgutils.tagging.wd14", "imgutils.upscale.cdc", "imgutils.upscale", "imgutils.utils.cache", "imgutils.utils.func", "imgutils.utils", "imgutils.utils.onnxruntime", "imgutils.validate.aicheck", "imgutils.validate.bangumi_char", "imgutils.validate.classify", "imgutils.validate.color", "imgutils.validate.completeness", "imgutils.validate.dbrating", "imgutils.validate.furry", "imgutils.validate", "imgutils.validate.monochrome", "imgutils.validate.nsfw", "imgutils.validate.portrait", "imgutils.validate.rating", "imgutils.validate.real", "imgutils.validate.safe", "imgutils.validate.style_age", "imgutils.validate.teen", "imgutils.validate.truncate", "Welcome to imgutils\u2019s Documentation", "Run Environment Information", "Run Environment Information", "Installation", "Quick Start"], "terms": {"img": [0, 5, 8, 28, 61, 66], "str": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 32, 33, 34, 36, 37, 38, 39, 41, 42, 44, 45, 46, 47, 49, 50, 53, 56, 57, 58, 59, 63, 64, 66, 67, 68, 70, 71, 72, 73, 74, 75, 77, 78, 79, 80, 81, 82, 87, 88, 89, 90, 91, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103, 104], "pathlik": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 22, 23, 24, 26, 27, 28, 29, 30, 32, 33, 34, 36, 37, 38, 39, 41, 42, 44, 45, 46, 47, 49, 50, 53, 63, 64, 66, 68, 70, 73, 74, 78, 81, 82, 88, 89, 90, 91, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103], "byte": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 22, 23, 24, 26, 27, 28, 29, 30, 32, 33, 34, 36, 37, 38, 39, 41, 42, 44, 45, 46, 47, 49, 50, 51, 53, 63, 64, 66, 68, 70, 73, 74, 78, 81, 82, 88, 89, 90, 91, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103], "bytearrai": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 22, 23, 24, 26, 27, 28, 29, 30, 32, 33, 34, 36, 37, 38, 39, 41, 42, 44, 45, 46, 47, 49, 50, 51, 53, 63, 64, 66, 68, 70, 73, 74, 78, 81, 82, 88, 89, 90, 91, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103], "binaryio": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 22, 23, 24, 26, 27, 28, 29, 30, 32, 33, 34, 36, 37, 38, 39, 41, 42, 44, 45, 46, 47, 49, 50, 53, 63, 64, 66, 68, 70, 73, 74, 78, 81, 82, 88, 89, 90, 91, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103], "imag": [0, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 36, 37, 38, 39, 41, 42, 43, 44, 45, 46, 47, 49, 50, 52, 53, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 68, 69, 70, 73, 74, 75, 76, 78, 81, 82, 83, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 108], "max_width": 0, "int": [0, 4, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 22, 23, 26, 27, 28, 29, 32, 33, 36, 38, 42, 44, 45, 46, 47, 49, 50, 51, 53, 58, 59, 61, 63, 64, 70, 78, 82, 101], "none": [0, 4, 8, 10, 12, 13, 14, 15, 16, 17, 20, 22, 23, 24, 26, 27, 28, 29, 30, 32, 33, 34, 36, 38, 46, 49, 50, 53, 56, 57, 58, 59, 66, 68, 71, 72, 87], "ellipsi": 0, "max_height": 0, "resampl": [0, 58], "2": [0, 8, 11, 21, 22, 37, 38, 39, 42, 44, 51, 58, 61, 66, 81, 88, 89, 90, 92, 93, 94, 96, 97, 98, 99, 100, 102, 103], "level": [0, 12, 13, 14, 15, 16, 17, 20, 32, 33, 37, 46, 59, 73, 93], "aspect": [0, 23, 33, 45], "float": [0, 7, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 23, 28, 33, 38, 39, 41, 42, 43, 44, 46, 47, 49, 51, 53, 58, 59, 61, 68, 71, 72, 73, 74, 75, 78, 79, 80, 81, 85, 88, 89, 90, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103], "1": [0, 10, 11, 19, 20, 21, 37, 38, 39, 42, 44, 51, 58, 59, 61, 66, 67, 71, 72, 73, 74, 79, 81, 82, 85, 88, 89, 90, 92, 93, 94, 96, 97, 98, 99, 100, 102, 103, 106, 107], "8": [0, 11, 21, 36, 38, 42, 46, 51, 58, 61, 66, 88, 89, 90, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103, 106, 107, 108], "sourc": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 32, 33, 34, 36, 37, 38, 39, 41, 42, 43, 44, 45, 46, 47, 49, 50, 51, 53, 54, 56, 57, 58, 59, 61, 63, 64, 66, 67, 68, 70, 71, 72, 73, 74, 75, 77, 78, 79, 80, 81, 82, 84, 85, 87, 88, 89, 90, 91, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103, 104], "gener": [0, 4, 11, 14, 20, 34, 35, 65, 66, 68, 74, 78, 81, 86, 93, 105], "art": [0, 66], "base": [0, 17, 20, 21, 28, 29, 32, 33, 38, 39, 41, 42, 45, 46, 47, 49, 51, 53, 55, 56, 58, 59, 68, 70, 73, 74, 78, 79, 80, 81, 89, 93, 97, 99, 105], "given": [0, 6, 7, 8, 10, 13, 14, 16, 17, 18, 19, 22, 24, 26, 27, 28, 29, 32, 36, 38, 41, 45, 47, 51, 54, 58, 66, 68, 71, 72, 77, 80, 81, 88, 90, 93, 96, 97, 99, 103], "paramet": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 32, 33, 34, 35, 36, 37, 38, 39, 41, 42, 43, 44, 45, 46, 47, 49, 50, 51, 53, 56, 57, 58, 59, 61, 63, 64, 66, 67, 68, 70, 71, 72, 73, 74, 75, 77, 78, 79, 80, 81, 82, 84, 85, 87, 88, 89, 90, 91, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103, 104], "imagetyp": [0, 5, 11, 12, 13, 14, 15, 16, 17, 20, 22, 23, 28, 30, 33, 34, 36, 38, 39, 41, 44, 46, 49, 50, 53, 63, 64, 66, 68, 74, 81, 82, 89, 92, 94, 97, 98, 100, 101, 102], "The": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 23, 28, 29, 30, 32, 33, 34, 35, 36, 38, 39, 41, 44, 45, 46, 47, 49, 50, 51, 53, 56, 57, 58, 59, 61, 62, 63, 64, 66, 67, 68, 70, 72, 73, 74, 75, 77, 78, 79, 81, 82, 84, 85, 87, 88, 89, 90, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103, 104, 108], "input": [0, 5, 11, 12, 13, 14, 15, 17, 19, 20, 22, 23, 28, 29, 30, 32, 33, 34, 36, 38, 39, 41, 44, 45, 46, 47, 49, 50, 53, 56, 58, 61, 63, 64, 66, 68, 71, 72, 74, 75, 77, 79, 81, 82, 85, 89, 92, 94, 97, 98, 100, 102], "option": [0, 4, 11, 12, 13, 14, 15, 16, 17, 20, 21, 22, 23, 28, 29, 32, 33, 34, 38, 44, 46, 49, 50, 53, 58, 59, 61, 66, 67, 68, 71, 72, 79, 84], "maximum": [0, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 23, 33, 38, 44, 45, 46, 58, 61, 84, 101], "width": [0, 4, 10, 47, 58, 59, 78], "If": [0, 5, 8, 10, 12, 13, 14, 15, 16, 17, 20, 21, 23, 28, 29, 32, 33, 34, 36, 38, 44, 46, 49, 51, 53, 56, 57, 58, 61, 63, 64, 66, 67, 68, 71, 72, 79, 81, 87, 88, 89, 90, 93, 96, 99, 103], "set": [0, 11, 23, 28, 29, 33, 38, 49, 51, 53, 58, 81, 87, 90, 93, 99, 103, 104], "automat": [0, 4, 29, 32, 38, 49, 87, 106, 107], "determin": [0, 8, 38, 97], "termin": 0, "size": [0, 4, 6, 7, 10, 22, 23, 24, 26, 27, 38, 45, 47, 49, 53, 56, 57, 58, 59, 61, 63, 64, 66, 70, 78, 82, 83, 101, 106, 107], "height": [0, 4, 10, 47, 58, 59, 78], "filter": [0, 33, 49, 58, 61, 71, 72, 93, 95, 99], "us": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 32, 33, 34, 35, 36, 37, 38, 39, 42, 44, 46, 47, 49, 50, 53, 54, 56, 58, 61, 62, 63, 64, 66, 67, 68, 71, 73, 74, 75, 78, 81, 82, 84, 85, 87, 88, 89, 90, 93, 95, 96, 97, 99, 103], "when": [0, 7, 10, 11, 22, 24, 26, 27, 28, 29, 36, 38, 42, 46, 47, 51, 54, 58, 63, 66, 68, 70, 78, 82, 84, 87, 88, 104], "resiz": [0, 22, 23, 33, 45, 53, 56, 57, 58, 66, 78], "charact": [0, 38, 44, 53, 69, 70, 73, 74, 75, 76, 81, 89, 105], "repres": [0, 7, 10, 11, 12, 13, 14, 21, 38, 42, 46, 49, 51, 68, 70, 79, 88, 97, 104], "differ": [0, 8, 13, 14, 15, 16, 17, 20, 21, 29, 34, 35, 36, 38, 42, 43, 50, 51, 57, 58, 89, 94, 98, 100, 102, 106, 107], "intens": 0, "proport": [0, 89], "correct": [0, 36], "output": [0, 23, 28, 29, 32, 39, 53, 66, 67, 74, 79, 81, 108], "which": [0, 4, 10, 21, 22, 24, 26, 27, 32, 34, 38, 42, 47, 56, 58, 59, 62, 66, 67, 68, 70, 71, 74, 78, 84, 85, 87, 88, 90, 95, 96, 97, 104, 105, 106, 107, 108], "should": [0, 3, 10, 23, 38, 42, 46, 47, 49, 58, 70, 81, 108], "approxim": 0, "ratio": [0, 23, 33, 44, 45, 47, 78], "your": [0, 49, 63, 104, 106, 107, 108], "thi": [0, 3, 4, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 25, 28, 29, 30, 32, 33, 34, 35, 36, 37, 38, 39, 41, 42, 44, 46, 47, 49, 50, 51, 53, 54, 56, 57, 58, 61, 63, 64, 65, 66, 67, 68, 69, 73, 76, 80, 81, 82, 84, 85, 87, 88, 89, 90, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103, 104, 106, 107], "valu": [0, 4, 8, 10, 12, 16, 17, 20, 21, 36, 38, 42, 46, 49, 51, 56, 57, 58, 67, 73, 78, 85, 88, 96, 104], "ensur": [0, 29, 33, 38, 45, 58, 63, 66, 84], "i": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 32, 33, 34, 35, 36, 37, 38, 39, 41, 42, 44, 46, 47, 49, 50, 51, 53, 54, 56, 57, 58, 59, 61, 63, 64, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 78, 79, 81, 82, 84, 85, 87, 88, 89, 90, 91, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108], "close": [0, 47, 66], "possibl": [0, 22, 29, 38, 47], "origin": [0, 4, 6, 8, 19, 24, 26, 27, 36, 37, 43, 46, 47, 49, 53, 70, 73, 75, 78, 79, 97], "default": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 19, 21, 22, 24, 26, 27, 28, 29, 32, 33, 38, 39, 41, 42, 44, 46, 47, 49, 51, 53, 58, 59, 63, 64, 67, 70, 71, 72, 73, 75, 78, 81, 82, 87, 88, 89, 90, 92, 93, 94, 96, 97, 98, 99, 100, 102, 103], "return": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 32, 33, 34, 36, 37, 38, 39, 41, 42, 43, 44, 45, 46, 47, 49, 50, 51, 53, 56, 57, 58, 59, 61, 63, 64, 66, 67, 68, 70, 71, 72, 73, 74, 75, 77, 78, 79, 80, 81, 82, 84, 85, 87, 88, 89, 90, 91, 92, 93, 94, 97, 98, 99, 100, 101, 102, 103, 104], "represent": [0, 21, 38, 56, 57, 66], "type": [0, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 20, 21, 22, 23, 28, 29, 30, 32, 33, 34, 36, 38, 39, 41, 44, 46, 47, 49, 50, 51, 53, 56, 57, 58, 59, 61, 63, 64, 66, 67, 68, 71, 72, 75, 77, 79, 80, 81, 82, 84, 85, 89, 92, 93, 94, 97, 98, 99, 100, 101, 102], "exampl": [0, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 26, 27, 28, 33, 37, 38, 39, 41, 42, 43, 44, 45, 46, 47, 49, 50, 56, 57, 58, 59, 61, 66, 70, 71, 72, 73, 74, 75, 78, 79, 80, 81, 82, 84, 85, 87, 88, 89, 90, 91, 92, 93, 94, 96, 97, 98, 99, 100, 102, 103, 104], "here": [0, 11, 19, 25, 38, 42, 43, 66, 71, 73, 74, 78, 81, 82, 89, 91, 104, 106, 107], "an": [0, 4, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 32, 33, 34, 36, 37, 38, 39, 41, 42, 44, 45, 46, 47, 49, 50, 51, 53, 56, 58, 61, 63, 64, 66, 68, 69, 70, 72, 73, 74, 76, 79, 81, 82, 85, 87, 88, 89, 90, 91, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103, 104], "jerri": 0, "from": [0, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 22, 23, 24, 26, 27, 28, 32, 33, 34, 36, 37, 38, 39, 41, 42, 43, 44, 45, 46, 47, 49, 50, 51, 56, 57, 58, 59, 61, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 78, 79, 80, 81, 82, 84, 85, 88, 89, 90, 91, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103, 104, 106, 107, 108], "import": [0, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 20, 23, 33, 36, 37, 38, 39, 41, 42, 43, 44, 45, 46, 47, 49, 50, 56, 57, 58, 59, 61, 66, 70, 71, 72, 73, 74, 75, 78, 79, 80, 81, 82, 84, 85, 88, 89, 90, 91, 92, 93, 94, 96, 97, 98, 99, 100, 102, 103, 104, 106, 107, 108], "print": [0, 5, 11, 16, 17, 20, 21, 33, 66, 67, 106, 107, 108], "png": [0, 5, 8, 10, 12, 23, 34, 36, 41, 46, 47, 49, 61, 66, 68, 70, 81, 82, 91, 104], "draw": [1, 23, 25, 26, 53, 97, 105], "ascii_draw": 1, "meta": [2, 105, 108], "__title__": [2, 108], "__version__": [2, 108], "__description__": [2, 108], "__author__": [2, 108], "__author_email__": 2, "overview": [3, 4, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 30, 31, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 49, 50, 52, 58, 59, 60, 61, 62, 63, 64, 65, 66, 69, 70, 71, 72, 73, 74, 75, 76, 78, 81, 82, 83, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104], "inform": [3, 29, 32, 33, 34, 35, 36, 53, 66, 68, 80], "packag": 3, "titl": [3, 68], "project": [3, 19, 73, 81, 104], "version": [3, 11, 12, 13, 14, 15, 16, 17, 19, 20, 22, 33, 37, 46, 63, 64, 66, 67, 84, 90, 105, 108], "short": [3, 74, 78, 81], "descript": [3, 19, 28, 32, 68], "includ": [3, 5, 8, 11, 12, 19, 20, 21, 23, 28, 29, 30, 32, 33, 34, 35, 50, 51, 57, 58, 65, 66, 67, 68, 74, 81, 85, 89, 97], "setup": 3, "py": [3, 70], "author": [3, 67], "email": 3, "step": [4, 47, 58, 66], "forecolor": [4, 24, 26, 27], "lightgrei": 4, "backcolor": [4, 24, 26, 27], "white": [4, 8, 24, 26, 27, 29, 58, 66, 70], "creat": [4, 28, 29, 32, 33, 34, 46, 56, 57, 58, 66, 68, 72, 88], "black": [4, 46, 66], "squar": [4, 58], "can": [4, 5, 8, 10, 12, 13, 14, 15, 16, 17, 18, 19, 20, 23, 25, 29, 32, 34, 36, 38, 42, 46, 50, 51, 56, 58, 66, 67, 68, 74, 79, 81, 87, 89, 95, 96, 105, 108], "complement": 4, "transpar": [4, 8, 10, 24, 26, 27, 47, 49, 70, 82], "area": [4, 10, 11, 21, 22, 46, 47], "grid": 4, "pixel": [4, 23, 36, 46, 47, 49, 58, 61, 66, 70, 96], "mean": [4, 19, 21, 22, 24, 26, 27, 28, 38, 41, 42, 47, 51, 56, 57, 58, 87, 90, 108], "function": [4, 7, 8, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 23, 28, 29, 32, 33, 34, 35, 36, 38, 41, 44, 46, 47, 49, 50, 53, 56, 57, 58, 61, 63, 65, 66, 67, 68, 80, 81, 82, 84, 85, 89, 93, 97, 99, 104], "suitabl": [4, 56, 58, 73, 97], "color": [4, 8, 10, 24, 26, 27, 46, 61, 66, 70, 95, 96, 105], "fore": [4, 24, 26, 27], "back": [4, 81], "A": [4, 5, 8, 12, 13, 14, 15, 16, 17, 19, 20, 24, 26, 27, 28, 33, 36, 37, 38, 39, 44, 45, 46, 47, 49, 56, 58, 59, 66, 67, 68, 72, 75, 80, 84, 87, 88, 89, 90, 92, 93, 94, 96, 98, 99, 100, 101, 102, 103, 108], "rgba": [4, 8, 30, 36, 63, 64, 70, 82], "contain": [4, 5, 10, 12, 13, 14, 15, 16, 17, 19, 20, 21, 23, 28, 29, 32, 33, 38, 39, 51, 53, 58, 63, 66, 67, 68, 74, 78, 81, 90, 93, 99, 101, 103], "add": [4, 34, 67, 68, 75], "rgb": [4, 6, 7, 8, 29, 30, 46, 58, 59, 66, 70, 82], "In": [4, 26, 38, 89, 90], "document": [4, 106, 107, 108], "accur": [4, 12, 20, 93, 99], "present": [4, 34, 68, 73], "state": [4, 32], "shown": [4, 69], "follow": [4, 28, 38, 51, 57, 58, 62, 67, 68, 74, 81, 88, 89, 90, 92, 93, 94, 96, 98, 99, 100, 102, 103, 108], "figur": 4, "modul": [5, 8, 11, 16, 17, 19, 20, 21, 22, 23, 28, 29, 32, 33, 34, 35, 36, 56, 57, 65, 67, 68, 69, 81, 84, 85, 93, 99, 105], "provid": [5, 8, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 23, 28, 29, 30, 32, 33, 34, 35, 36, 38, 46, 49, 51, 53, 56, 57, 58, 65, 66, 67, 68, 78, 79, 81, 84, 85, 87, 93, 99], "util": [5, 8, 19, 20, 28, 31, 33, 42, 45, 49, 52, 56, 57, 62, 65, 67, 73, 74, 78, 81, 105], "handl": [5, 8, 28, 29, 32, 33, 35, 36, 54, 57, 58, 65, 68], "url": [5, 12, 15, 17, 29, 36, 66], "convers": [5, 8, 33, 57, 58], "between": [5, 13, 14, 20, 21, 28, 29, 32, 38, 42, 43, 47, 57, 63, 64, 72, 78, 82, 85], "valid": [5, 46, 47, 51, 58, 105], "format": [5, 8, 10, 24, 26, 27, 28, 29, 32, 33, 34, 35, 36, 39, 46, 49, 50, 52, 56, 58, 66, 67, 68, 74, 76, 81, 97, 105], "support": [5, 6, 8, 13, 14, 15, 17, 20, 28, 32, 33, 34, 47, 53, 56, 57, 58, 63, 64, 66, 67, 68, 81, 82], "convert": [5, 8, 29, 34, 36, 38, 51, 56, 57, 58, 68, 81, 97], "specifi": [5, 8, 21, 22, 23, 28, 29, 32, 33, 38, 46, 47, 49, 58, 66, 67, 68, 72, 74, 79, 81, 84], "load": [5, 8, 12, 13, 16, 17, 28, 29, 32, 33, 34, 36, 66, 81, 87], "variou": [5, 8, 13, 14, 16, 20, 21, 23, 28, 30, 32, 33, 35, 58, 66, 68, 85, 108], "mime": 5, "jpg": [5, 6, 7, 8, 11, 13, 14, 15, 16, 17, 20, 23, 28, 33, 37, 38, 39, 41, 42, 43, 44, 45, 46, 47, 50, 59, 70, 73, 74, 78, 81, 88, 89, 90, 91, 92, 93, 94, 96, 97, 98, 99, 100, 102, 103, 104], "save_kwarg": 5, "string": [5, 12, 14, 15, 19, 36, 51, 66, 67, 75, 87, 104], "pil": [5, 6, 7, 8, 10, 16, 23, 29, 33, 42, 45, 46, 47, 49, 56, 58, 59, 61, 66, 74, 82, 91, 96], "numpi": [5, 6, 10, 23, 29, 32, 36, 38, 49, 51, 81, 85], "arrai": [5, 10, 23, 29, 36, 38, 42, 49, 51, 81, 85], "file": [5, 8, 10, 11, 12, 15, 17, 23, 34, 36, 42, 59, 65, 66, 67, 68, 87, 96, 104, 105], "path": [5, 8, 10, 11, 12, 15, 17, 23, 29, 33, 36, 59, 66, 67, 68, 74, 91, 96, 104], "desir": [5, 59], "addit": [5, 28, 29, 32, 33, 34, 46, 47, 57, 66, 68], "keyword": [5, 28, 29, 32, 33, 34, 46, 47, 66, 68, 84], "argument": [5, 28, 29, 32, 33, 34, 46, 47, 50, 51, 66, 68, 72, 74, 81, 84], "pass": [5, 26, 27, 28, 29, 32, 33, 34, 46, 47, 66, 70, 78, 82, 84], "save": [5, 10, 23, 34, 61, 66, 67, 68, 70], "encod": [5, 6, 9, 28, 29, 32, 36, 68, 105], "open": [5, 6, 7, 8, 10, 11, 16, 28, 33, 45, 46, 47, 49, 61, 66, 67, 82, 87], "test": [5, 42, 82, 88, 89, 90, 92, 93, 94, 96, 98, 99, 100, 102, 103], "blob_url": 5, "qualiti": [5, 22, 39, 60, 66, 81, 82], "95": [5, 33, 58, 71, 72, 79], "base64": 5, "pre": [5, 12, 14, 17, 29, 32, 39], "object": [5, 6, 8, 10, 11, 17, 21, 23, 33, 34, 36, 42, 46, 50, 53, 54, 57, 58, 59, 66, 68, 73, 74, 87, 90, 91, 93, 96, 99, 103], "rais": [5, 8, 12, 13, 15, 16, 17, 20, 21, 28, 32, 33, 36, 46, 49, 51, 54, 56, 57, 58, 61, 66, 67, 68, 71, 72, 79], "valueerror": [5, 12, 15, 17, 20, 21, 28, 32, 36, 49, 58, 68, 79], "unsupport": [5, 44, 57, 58, 79], "method": [5, 28, 29, 30, 32, 33, 35, 36, 38, 46, 58, 93, 99], "warn": 5, "userwarn": 5, "doesn": [5, 36, 72], "t": [5, 36, 72], "match": [5, 21, 32, 36, 49, 58, 72, 76, 105], "actual": [5, 17, 20, 44], "invalid": [5, 12, 15, 17, 20, 28, 32, 34, 58], "show": [5, 12, 13, 14, 15, 50], "bool": [5, 7, 8, 23, 26, 33, 38, 44, 46, 49, 50, 53, 58, 63, 64, 67, 68, 71, 72, 73, 74, 75, 77, 78, 81, 82, 88, 96, 104], "effici": [5, 19, 22, 29, 67, 85], "without": [5, 33, 61, 66, 71, 72, 80], "content": [5, 11, 26, 44, 69], "true": [5, 7, 8, 23, 33, 38, 46, 47, 50, 53, 56, 57, 58, 63, 64, 67, 68, 71, 72, 75, 77, 81, 88, 91, 96, 104], "fals": [5, 6, 7, 8, 23, 26, 33, 38, 44, 46, 58, 63, 64, 66, 67, 68, 71, 72, 73, 74, 75, 77, 78, 81, 82, 88, 91, 96, 104], "otherwis": [5, 8, 34, 38, 58, 63, 64, 68, 71, 72, 77, 82, 87], "abc": 5, "svg": 5, "xml": 5, "jpeg": [5, 62, 66, 91, 104], "text": [5, 18, 23, 29, 32, 44, 66, 75, 77, 105], "plain": 5, "hello": 5, "order_": [6, 7], "chw": [6, 7], "both": [6, 12, 21, 29, 32, 44, 56, 67, 81], "np": [6, 7, 10, 28, 29, 32, 36, 38, 47, 49, 51, 81, 85], "uint8": [6, 7], "float32": [6, 7, 10, 24, 26, 27, 38], "ar": [6, 10, 11, 12, 13, 14, 15, 16, 17, 20, 21, 22, 28, 29, 32, 33, 34, 38, 41, 42, 43, 44, 46, 51, 54, 57, 58, 59, 62, 66, 67, 68, 71, 72, 73, 74, 78, 79, 81, 82, 88, 89, 90, 91, 92, 93, 94, 96, 98, 99, 100, 101, 102, 103, 104], "order": [6, 7, 58, 75, 76, 105], "rgb_encod": [6, 9], "custom_imag": [6, 7], "data_cwh": 6, "cwh": 6, "data_int": 6, "use_float": [6, 7], "mode": [6, 7, 8, 21, 33, 36, 57, 59, 66, 79, 82, 87], "1606x1870": [6, 7], "0x7fb9b89bbdc0": 6, "0x7fb9b89bbe50": 6, "0x7fb9b89bbdf0": 6, "invers": 6, "oper": [6, 29, 32, 37, 38, 39, 41, 42, 58, 67, 105], "ndarrai": [7, 10, 28, 29, 32, 36, 38, 42, 47, 49, 51, 81, 85], "channel": [7, 8, 30, 58, 63, 64, 82], "jpegimageplugin": [7, 59], "jpegimagefil": [7, 59], "0x7f9ec37389d0": 7, "shape": [7, 38, 42, 49, 70, 81], "dtype": [7, 38], "3": [7, 10, 11, 12, 13, 14, 20, 21, 38, 39, 42, 44, 46, 51, 53, 58, 61, 66, 74, 81, 88, 89, 90, 92, 93, 94, 96, 97, 98, 99, 100, 102, 103, 106, 107, 108], "1870": 7, "1606": 7, "whc": 7, "": [7, 11, 12, 13, 14, 15, 16, 17, 20, 21, 22, 28, 33, 34, 36, 44, 46, 56, 58, 66, 81, 84, 92], "result": [7, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 23, 28, 29, 32, 33, 36, 39, 42, 44, 46, 47, 49, 50, 70, 73, 74, 81, 85, 92, 93, 99], "same": [7, 8, 38, 43, 81, 84], "torchvis": [7, 55, 105], "transform": [7, 8, 54, 55, 56, 57, 75, 105], "to_tensor": [7, 56, 57], "process": [8, 9, 12, 13, 15, 16, 21, 30, 33, 35, 36, 38, 56, 58, 61, 63, 64, 65, 72, 81, 108], "manipul": [8, 65], "python": [8, 36, 61, 84, 106, 107, 108], "librari": [8, 33, 56, 58, 61, 108], "It": [8, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 23, 28, 29, 32, 33, 34, 35, 46, 47, 49, 53, 56, 57, 65, 67, 68, 81, 84, 85, 97, 108], "multipl": [8, 10, 15, 29, 32, 36, 38, 42, 66], "ad": [8, 11, 58, 67, 68, 75], "background": [8, 9, 24, 26, 27, 29, 60, 66, 70, 105], "check": [8, 36, 41, 67, 71, 72, 77, 88, 91, 101, 104, 108], "alpha": [8, 30, 63, 64], "design": [8, 21, 28, 32, 34, 35], "simplifi": [8, 89], "common": [8, 57], "relat": [8, 11, 13, 16, 65, 72, 85], "task": [8, 20, 21, 32, 35, 46, 56], "applic": [8, 56, 73, 78, 97], "kei": [8, 17, 21, 29, 58, 67, 74, 81], "featur": [8, 12, 17, 29, 31, 32, 38, 42, 68, 70, 73, 74, 75, 81, 89], "binari": [8, 85], "like": [8, 11, 18, 23, 57, 58, 78, 84, 108], "onc": 8, "particularli": [8, 21, 28, 34, 35, 68, 84], "requir": [8, 10, 19, 20, 38, 47, 67, 68, 93, 99, 108], "preprocess": [8, 19, 28, 29, 33, 38, 63, 105], "befor": [8, 36, 38, 67, 81], "further": 8, "analysi": [8, 39], "force_background": [8, 58], "appli": [8, 14, 17, 19, 30, 38, 46, 47, 49, 56, 58, 61, 81, 85], "necessari": [8, 38, 73, 78], "ha": [8, 22, 44, 57, 82, 97, 106, 107], "4": [8, 11, 14, 16, 17, 21, 36, 37, 38, 39, 42, 46, 51, 61, 63, 64, 66, 74, 81, 88, 89, 90, 92, 93, 94, 96, 97, 98, 99, 100, 102, 103, 106, 107], "avoid": [8, 73], "anomali": 8, "dure": [8, 28, 36, 75, 96, 104], "subsequ": [8, 29, 46], "union": [8, 12, 13, 14, 15, 16, 17, 20, 21, 29, 32, 36, 38, 46, 51, 56, 58, 66, 68, 71, 72, 79], "retain": 8, "typeerror": [8, 51, 56, 57, 58, 71, 72, 79], "isinst": 8, "list": [8, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 23, 28, 29, 32, 33, 38, 42, 44, 46, 47, 50, 53, 56, 57, 58, 59, 71, 72, 79, 80, 81, 88, 90, 93, 99, 103], "tupl": [8, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 23, 28, 29, 32, 33, 38, 39, 42, 44, 46, 47, 50, 58, 81, 89, 90, 92, 93, 94, 97, 98, 99, 100, 101, 102, 103], "take": [8, 53, 58], "singl": [8, 15, 32, 36, 38, 57, 58, 75, 81, 85], "call": [8, 25, 66], "each": [8, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 23, 28, 33, 38, 42, 49, 56, 65, 75, 77, 81, 82, 97], "item": [8, 10, 17], "batch": [8, 63, 64, 81, 82, 101], "multiimagestyp": [8, 29, 32, 38, 47], "iter": [8, 58, 61, 72], "img_path": 8, "image1": 8, "image2": 8, "loaded_imag": 8, "len": [8, 59], "all": [8, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 25, 28, 29, 32, 33, 37, 38, 39, 41, 42, 44, 50, 51, 61, 63, 64, 67, 69, 70, 74, 76, 81, 88, 89, 90, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103], "pillow": [8, 55, 105], "boolean": [8, 38], "tool": [9, 15, 23, 28, 30, 37, 38, 39, 40, 46, 61, 69, 75, 95, 97], "basic": [9, 56, 60, 72], "grid_background": 9, "grid_transpar": 9, "blob": [9, 70, 105], "to_blob_url": 9, "load_image_from_blob_url": 9, "is_valid_image_blob_url": 9, "decod": [9, 36, 105], "rgb_decod": 9, "load_imag": [9, 23, 50, 66], "has_alpha_channel": 9, "layer": [9, 85, 105], "istack": 9, "mai": [10, 13, 16, 38, 62, 66, 73, 78, 84, 104, 106, 107], "block": [10, 28, 32, 33], "togeth": 10, "new": [10, 22, 28, 51, 63, 64, 66, 67, 72], "similar": [10, 11, 18, 29, 32, 38, 42, 58, 78, 81, 105], "techniqu": [10, 30, 36], "p": [10, 73, 74, 78, 81], "need": [10, 15, 33, 44, 47, 84, 88, 90, 93, 96, 99, 103], "stack": [10, 81], "addition": 10, "second": [10, 21, 38, 43, 77], "element": [10, 81], "rang": [10, 38, 42, 47], "left": [10, 46, 47, 51, 85], "0": [10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 28, 29, 33, 37, 38, 39, 42, 44, 46, 47, 49, 51, 53, 56, 57, 58, 61, 66, 67, 71, 72, 73, 74, 75, 78, 79, 80, 81, 85, 88, 89, 90, 92, 93, 94, 96, 97, 98, 99, 100, 102, 103, 106, 107, 108], "right": [10, 46, 51, 85], "two": [10, 21, 38, 43, 61, 77, 96], "dimension": [10, 81], "h": [10, 24, 26, 27, 49, 70], "w": [10, 24, 26, 27, 49, 70, 81], "posit": [10, 38, 46, 47, 89], "target": [10, 18, 24, 26, 27, 29, 47, 58], "By": [10, 44], "first": [10, 11, 15, 21, 33, 38, 43, 77], "howev": [10, 38], "solid": [10, 46], "pure": [10, 70], "lime": [10, 70], "nian": 10, "nian_lim": 10, "yellow": [10, 66], "5": [10, 11, 15, 20, 21, 38, 39, 42, 44, 47, 49, 51, 56, 57, 58, 59, 66, 73, 85, 88, 89, 90, 92, 93, 94, 96, 97, 98, 99, 100, 102, 103], "9": [10, 11, 21, 38, 42, 51, 58, 66, 79, 88, 89, 90, 92, 93, 96, 97, 98, 99, 100, 102, 103], "nian_tran": 10, "custom": [10, 12, 13, 14, 15, 16, 17, 20, 28, 32, 33, 36, 39, 46, 47, 49, 57, 58, 66, 67, 71], "mask": [10, 24, 26, 27, 47, 49, 70], "hs1": 10, "ab": 10, "linspac": 10, "ws1": 10, "nian_mask": 10, "hxw": [10, 24, 26, 27, 49], "booru": 11, "yolo": [11, 17, 19, 31, 105], "aperveyev": 11, "host": [11, 14, 19, 22, 29, 38, 44, 59, 74, 82, 88, 89, 90, 92, 93, 94, 96, 98, 99, 100, 102, 103, 108], "deepgh": [11, 12, 13, 14, 15, 16, 17, 19, 22, 38, 42, 44, 59, 74, 78, 82, 88, 89, 90, 92, 93, 94, 96, 98, 99, 100, 102, 103, 108], "overal": [11, 12, 13, 14, 15, 16, 17, 19, 20, 22, 25, 37, 38, 39, 41, 42, 44, 50, 61, 63, 64, 69, 76, 88, 89, 90, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103], "benchmark": [11, 12, 13, 14, 15, 16, 17, 19, 20, 22, 25, 37, 38, 39, 41, 42, 44, 50, 61, 63, 64, 69, 76, 82, 88, 89, 90, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103], "explan": 11, "No": [11, 66, 106, 107], "head": [11, 18, 23, 50, 72, 89, 98, 105], "anim": [11, 12, 13, 14, 15, 16, 17, 18, 20, 25, 27, 37, 38, 39, 41, 50, 52, 53, 59, 66, 69, 70, 72, 73, 76, 82, 89, 90, 93, 94, 98, 99, 100, 102, 103, 108], "pretti": 11, "girl": [11, 44, 72], "onli": [11, 12, 13, 14, 15, 16, 17, 20, 23, 38, 67, 72, 73, 78, 81, 96], "bust": 11, "torso": 11, "part": [11, 49, 50, 51], "collarbon": 11, "center": [11, 47, 57, 58], "pair": [11, 21, 32], "cover": [11, 19, 47, 66, 72], "breast": [11, 19, 72, 73, 74, 78, 80, 81], "boob": 11, "bra": 11, "nippl": [11, 12, 46, 66], "mostli": [11, 15], "visibl": [11, 23], "nsfw": [11, 46, 95, 105], "shld": 11, "shoulder": [11, 51], "mayb": 11, "one": [11, 32, 36, 42, 44, 58, 72, 81], "view": [11, 44], "profil": 11, "exactli": 11, "rear": 11, "exclud": 11, "sideb": 11, "uncov": 11, "other": [11, 38, 44, 58, 77, 80, 89], "visual": [11, 12, 13, 14, 15, 17, 18, 20, 38, 40, 50, 52, 81, 105], "mark": 11, "belli": [11, 19], "button": [11, 28, 74], "hip": [11, 51], "half": [11, 15, 72], "stock": 11, "line": [11, 25, 26, 53], "knee": [11, 51], "below": [11, 53, 69, 108], "6": [11, 21, 23, 38, 42, 51, 58, 61, 71, 72, 88, 89, 90, 92, 93, 94, 96, 97, 98, 99, 100, 102, 103, 106, 107], "nopan": 11, "panti": [11, 75], "cloth": 11, "bikini": 11, "regardless": 11, "censor": [11, 18, 46, 47, 93, 99, 105], "evid": 11, "7": [11, 12, 14, 15, 16, 17, 33, 38, 42, 44, 46, 49, 51, 58, 66, 71, 72, 78, 88, 89, 90, 92, 93, 94, 96, 97, 98, 99, 100, 102, 103], "butt": 11, "buttock": [11, 19], "least": [11, 35, 36, 68], "partial": 11, "behind": 11, "more": [11, 12, 31, 32, 44, 51, 56, 66, 84, 87], "less": [11, 12, 14, 20, 88], "stand": [11, 66, 73, 74, 78, 81], "sit": [11, 72], "ass": 11, "split": [11, 78], "leg": [11, 66], "wide": [11, 66], "90": 11, "degre": [11, 47], "typic": [11, 12, 29, 58], "abov": [11, 12, 13, 14, 15, 16, 17, 20, 49, 90, 93, 99, 103], "10": [11, 22, 28, 38, 42, 47, 51, 58, 61, 88, 89, 90, 93, 96, 97, 99, 100], "sprd": 11, "strongli": [11, 82], "11": [11, 38, 51, 88, 89, 90, 93, 96, 97, 99, 100], "vsplt": 11, "pose": [11, 38, 105], "12": [11, 23, 38, 46, 51, 58, 88, 89, 90, 93, 96, 97, 99, 100], "vsprd": 11, "vsplit": 11, "13": [11, 38, 51, 89, 90, 93, 97, 100, 102, 108], "full": [11, 66], "almost": 11, "side": [11, 45, 72, 104], "usual": [11, 42], "ly": 11, "14": [11, 51, 58, 89, 90, 93, 97, 100], "wing": [11, 72], "dragon": 11, "poni": 11, "15": [11, 41, 43, 51, 58, 89, 90, 93, 97, 100, 106, 107], "feral": 11, "four": [11, 12, 89], "non": [11, 12, 13, 14, 15, 16, 17, 19, 20, 33, 46, 94], "human": [11, 12, 13, 14, 15, 16, 17, 20, 50, 52, 88], "16": [11, 51, 58, 61, 63, 64, 89, 93, 97, 100], "hdrago": 11, "style": [11, 15, 20, 47, 102, 108], "17": [11, 51, 58, 97, 102], "hponi": 11, "18": [11, 19, 51, 58, 93, 97, 99, 106, 107], "hfox": 11, "cartoon": 11, "fox": 11, "dog": 11, "zootopia": 11, "nick": 11, "wild": 11, "19": [11, 51, 97], "hrabb": 11, "rabbit": 11, "judi": 11, "hopp": 11, "bunnygirl": 11, "20": [11, 28, 51, 58, 66, 97], "hcat": 11, "cat": [11, 72, 79], "catgirl": 11, "sharp": 11, "muzzl": 11, "compar": [11, 21, 32], "21": [11, 15, 51, 58, 102], "hbear": 11, "bear": 11, "22": [11, 51, 58], "jacko": 11, "memet": 11, "jack": 11, "o": [11, 66, 68, 78, 81, 93, 96, 106, 107], "contest": 11, "toward": [11, 51], "viewer": [11, 66], "23": [11, 51, 58], "jackx": 11, "sometim": 11, "24": [11, 38, 42, 51, 58, 61], "hhors": 11, "hors": 11, "implement": [11, 29, 32, 43, 84], "aa09": 11, "25": [11, 14, 19, 33, 43, 58, 102], "hbird": 11, "bird": 11, "name": [11, 12, 13, 14, 15, 16, 17, 20, 22, 28, 29, 32, 33, 38, 39, 44, 46, 51, 56, 57, 58, 73, 78, 81, 82, 88, 89, 92, 94, 97, 98, 100, 101, 102], "releas": 11, "time": [11, 68, 82], "yolov8s_pp09": 11, "2023": 11, "focus": 11, "special": 11, "class": [11, 13, 16, 17, 28, 29, 30, 32, 33, 36, 46, 47, 51, 54, 56, 58, 59, 65, 66, 68, 72, 89, 90, 93, 94, 98, 99, 100, 102, 103], "advanc": [11, 108], "capabl": [11, 29, 36, 44], "specif": [11, 12, 17, 28, 29, 32, 34, 36, 46, 51, 54, 56, 58, 68, 69, 89, 93, 99], "scenario": [11, 73, 78, 84], "yolov8s_pp12": 11, "2024": 11, "final": 11, "patch": 11, "continu": 11, "focu": [11, 66], "enhanc": [11, 31, 105], "improv": [11, 22, 81], "previou": 11, "yolov8m_pp13": 11, "offer": [11, 14, 15, 16, 21, 56, 68, 96], "yolov8n_as01": 11, "spinoff": 11, "26": [11, 58], "train": [11, 12, 13, 14, 15, 16, 17, 20, 38, 39, 73, 74, 75, 78, 82, 93, 99], "80": 11, "epoch": 11, "sfw": 11, "subset": 11, "wa": 11, "eventu": 11, "abandon": 11, "due": [11, 37, 38, 73, 78, 84, 89, 104], "ineffect": 11, "yolov8m_as02": 11, "start": [11, 36, 47, 66, 105], "30": [11, 20, 47], "public": [11, 29], "friendli": [11, 108], "reduc": [11, 38, 49, 81], "yolov8m_as03": 11, "as02": 11, "60": 11, "aim": 11, "bottleneck": 11, "reproduc": 11, "yolov8s_aa06": 11, "initi": [11, 28, 29, 33, 36, 46, 59, 72], "current": [11, 57, 63, 66, 93, 99, 106, 107, 108], "reincarn": 11, "compon": [11, 21, 28, 29, 32, 33, 84], "some": [11, 28, 31, 38, 42, 43, 47, 60, 71, 73, 74, 78, 81, 82, 84, 91, 104, 106, 107], "yolov8s_aa09": 11, "updat": [11, 28, 29, 32, 33, 67], "dataset": [11, 12, 13, 14, 15, 16, 17, 20, 39, 42, 81, 95], "closeup": 11, "adjust": [11, 33, 42, 72], "larg": [11, 26, 29, 38, 81], "hat": [11, 72], "aa06": 11, "yolov8s_aa10": 11, "major": 11, "fix": 11, "issu": [11, 17, 63], "wear": 11, "yolov8s_aa11": 11, "latest": [11, 33, 73, 78], "mainstream": 11, "aa10": 11, "outstand": 11, "map": [11, 28, 44, 50, 71, 72, 75, 79, 80, 85, 97, 101], "score": [11, 12, 13, 14, 15, 16, 17, 19, 21, 22, 23, 28, 29, 32, 37, 39, 41, 42, 44, 50, 51, 53, 75, 79, 88, 89, 90, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103], "though": 11, "note": [11, 15, 38, 47, 66, 89, 93, 96, 99, 106, 107], "complet": [11, 33, 47, 89, 95, 105], "fair": 11, "bias": 11, "model_nam": [11, 12, 13, 14, 15, 16, 17, 20, 28, 29, 32, 33, 39, 46, 81, 88, 89, 90, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103], "conf_threshold": [11, 12, 13, 14, 15, 16, 17, 20, 33, 46], "iou_threshold": [11, 12, 13, 14, 15, 16, 17, 19, 20, 33, 46], "kwarg": [11, 12, 13, 14, 15, 16, 17, 20, 28, 29, 32, 33, 34, 46, 47, 66, 68], "perform": [11, 15, 19, 20, 22, 29, 32, 33, 38, 44, 46, 47, 50, 58, 73, 84, 96, 97, 106, 107], "confid": [11, 12, 13, 14, 15, 16, 17, 19, 20, 22, 23, 33, 39, 44, 46, 51, 53, 74, 81], "threshold": [11, 12, 13, 14, 15, 16, 17, 19, 20, 22, 24, 33, 38, 41, 42, 44, 46, 49, 53, 73, 74, 78, 81, 88, 96], "iou": [11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 33, 46], "suppress": [11, 12, 13, 14, 15, 16, 17, 19, 20, 23, 33, 46, 82], "bounding_box": 11, "x1": [11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 23, 33, 46, 47], "y1": [11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 23, 33, 46, 47], "x2": [11, 19, 21], "y2": [11, 19, 21], "box": [11, 12, 13, 14, 15, 16, 17, 19, 21, 22, 23, 44, 50], "f": [11, 16, 21, 38, 42, 66, 85], "2f": 11, "point": [12, 16, 38, 51, 58], "femal": [12, 19, 46, 72], "genit": 12, "male": [12, 19, 72], "anime_censor_detect": 12, "yolov8": [12, 13, 14, 15, 16, 17, 20], "model": [12, 13, 14, 15, 16, 17, 19, 20, 22, 23, 25, 26, 27, 28, 29, 30, 32, 33, 37, 38, 39, 42, 44, 46, 50, 51, 53, 58, 61, 62, 63, 64, 65, 66, 69, 73, 74, 75, 76, 78, 81, 82, 85, 87, 88, 89, 90, 92, 93, 94, 96, 97, 98, 99, 100, 101, 102, 103, 105, 108], "v1": [12, 13, 14, 15, 16, 20, 46, 66, 81], "identifi": [12, 28, 36, 63], "locat": 12, "anatom": 12, "analyz": [12, 19, 39], "data": [12, 15, 17, 34, 36, 38, 50, 57, 65, 66, 73, 75, 93, 99, 105, 106, 107, 108], "either": [12, 13, 14, 15, 16, 32, 38, 58, 81, 85], "standard": [12, 14, 15, 16, 34, 58, 84], "n": [12, 13, 14, 15, 16, 17, 20, 36, 38, 46, 58, 66], "nano": [12, 14, 15, 16, 46], "faster": [12, 13, 14, 15, 16, 17, 46], "while": [12, 14, 15, 16, 23, 33, 45, 47, 61, 84], "slower": [12, 20], "construct": [12, 13, 15, 16, 46, 81], "intersect": [12, 13, 14, 15, 16, 17, 20, 21, 46], "over": [12, 13, 14, 15, 16, 17, 20, 21, 22, 46, 72], "merg": [12, 13, 14, 15, 16, 38], "integ": [12, 36, 42, 51, 58], "x0": [12, 13, 14, 15, 16, 17, 20, 23, 33, 46, 47], "y0": [12, 13, 14, 15, 16, 17, 20, 23, 33, 46, 47], "bound": [12, 13, 14, 15, 16, 17, 19, 21, 22, 23, 50], "indic": [12, 38, 51, 54, 73, 78, 81], "nipple_f": [12, 46], "peni": [12, 46], "pussi": [12, 46, 66], "runtimeerror": [12, 28, 32], "fail": 12, "detection_visu": [12, 13, 14, 15, 17, 18, 20], "nude_girl": [12, 46], "365": 12, "264": 12, "399": 12, "289": [12, 13], "7473511695861816": 12, "224": [12, 56, 57, 58], "260": 12, "252": 12, "285": 12, "6830288171768188": 12, "206": 12, "523": [12, 46, 47], "240": 12, "608": 12, "6799028515815735": 12, "matplotlib": [12, 13, 14, 15, 23, 50], "pyplot": [12, 13, 14, 15, 50], "plt": [12, 13, 14, 15, 50], "imshow": [12, 13, 14, 15, 50], "anime_eye_detect": 13, "allow": [13, 14, 16, 17, 20, 29, 33, 36, 54, 56, 58, 84], "trade": [13, 15], "off": [13, 15], "speed": [13, 14, 15, 16, 17, 20, 24, 82], "accuraci": [13, 14, 15, 16, 17, 20, 44, 88, 90, 93, 96, 99, 103], "higher": [13, 14, 15, 16, 17, 19, 22, 96], "consid": [13, 16, 21, 38, 44, 47, 49, 59, 72, 93, 99], "overlap": [13, 15, 16, 17, 21, 63, 64, 73, 74, 76, 78, 81, 82, 105], "coordin": [13, 14, 15, 16, 17, 23, 33, 47, 51, 61], "alwai": [13, 15, 16, 17, 44], "except": [13, 16, 36, 54, 58, 66], "predict": [13, 17, 20, 28, 29, 32, 33, 74, 81, 88, 90, 92, 93, 96, 97, 99, 101, 103], "yolo_predict": [13, 20, 31], "squat": [13, 15, 50], "297": 13, "239": [13, 44], "341": 13, "271": 13, "7760562896728516": 13, "230": 13, "263": 13, "308": 13, "7682342529296875": 13, "createml": 14, "huggingfac": [14, 16, 38, 44, 58, 61, 70, 88, 89, 90, 92, 93, 94, 96, 98, 99, 100, 102, 103], "anime_face_detect": 14, "user": [14, 20, 28, 29, 32, 33, 36, 59, 68, 108], "balanc": [14, 16, 20, 66], "system": [14, 15, 24, 54, 58, 93, 99], "overhead": [14, 15, 24, 84], "avail": [14, 20, 23, 28, 29, 36, 38, 44, 47, 54, 58, 66, 79, 87, 88, 90, 93, 99, 103], "v0": [14, 20, 63, 64], "overrid": [14, 20], "auto": [14, 20, 50, 68, 87], "mostima_post": [14, 17], "29": [14, 17, 58], "441": [14, 17], "204": [14, 17], "584": [14, 17], "7874319553375244": [14, 17], "346": [14, 17], "59": [14, 17], "529": [14, 17], "275": [14, 17], "7510495185852051": [14, 17], "606": [14, 17], "51": [14, 17, 58], "895": [14, 17], "336": [14, 17], "6986488103866577": [14, 17], "upper": [15, 46], "bodi": [15, 20, 50, 51, 53, 66], "anime_halfbody_detect": 15, "pleas": [15, 22, 37, 38, 44, 63, 65, 67, 82, 89, 93, 96, 99, 106, 107], "primari": [15, 89, 92, 94, 98, 100, 102], "purpos": 15, "crop": [15, 49, 56, 57, 58, 66], "illustr": [15, 66, 90, 92], "therefor": [15, 38, 106, 107], "consist": [15, 38], "person": [15, 18, 21, 23, 33, 50, 98, 105], "peopl": [15, 79], "guarante": [15, 44], "you": [15, 17, 18, 20, 25, 44, 47, 63, 64, 81, 82, 84, 87, 88, 89, 90, 93, 96, 99, 103, 108], "inde": 15, "recommend": [15, 22, 38, 41, 42, 81, 82, 93, 99], "approach": 15, "detect_person": [15, 18, 23, 50], "individu": [15, 21, 36, 56, 65], "obtain": [15, 25, 37, 38], "local": [15, 59, 106, 107], "flexibl": [15, 56, 57], "lower": [15, 41, 42, 44, 46], "127": 15, "629": 15, "637": 15, "9040350914001465": 15, "anime_hand_detect": 16, "main": [16, 19, 20, 23, 28, 29, 32, 33, 38, 58, 66, 68, 70, 73, 84, 108], "choos": [16, 20, 44], "35": [16, 58, 66, 73, 81], "configur": [16, 28, 38, 56, 57, 58, 105], "suit": 16, "case": [16, 22, 38, 41], "defin": [16, 20, 38, 66, 85], "being": 16, "label": [16, 17, 19, 21, 22, 23, 28, 29, 32, 33, 38, 39, 44, 75, 97, 101], "infer": [16, 19, 22, 29, 32, 33, 50, 63, 64, 87, 96], "anime_imag": 16, "bbox": 16, "conf": 16, "customiz": [17, 23], "integr": [17, 29, 73, 108], "hug": [17, 28, 29, 32, 33, 38, 58, 81], "face": [17, 18, 19, 28, 29, 32, 33, 38, 51, 53, 58, 66, 72, 81, 89, 105], "repositori": [17, 28, 29, 32, 33, 38], "anime_head_detect": 17, "contribut": 17, "our": 17, "develop": [17, 82, 108], "yolo11": 17, "architectur": 17, "usag": [17, 28, 29, 65, 66, 67, 73, 84, 85, 104], "head_detect_v2": 17, "0_": 17, "equal": [17, 47], "deprec": [17, 22, 37], "remov": [17, 22, 28, 33, 37, 44, 61, 70, 72, 74, 75, 80, 81], "futur": [17, 22], "help": [17, 38, 49, 61], "For": [17, 18, 20, 21, 29, 38, 44, 51, 65, 81, 87], "instead": [17, 22, 75], "detect_head": [18, 23], "booru_yolo": [18, 105], "detect_with_booru_yolo": 18, "detect_censor": [18, 46, 93, 99], "ey": [18, 47, 51, 66, 72, 105], "detect_ey": 18, "detect_fac": 18, "halfbodi": [18, 89, 98, 105], "detect_halfbodi": 18, "hand": [18, 51, 53, 66, 72, 105], "detect_hand": 18, "nudenet": [18, 105], "detect_with_nudenet": 18, "calculate_i": 18, "bboxes_similar": 18, "detection_similar": 18, "detect_text": 18, "nuditi": 19, "run": [19, 24, 28, 29, 33, 82, 87, 104, 105], "nm": 19, "postprocess": 19, "onnx": [19, 28, 29, 32, 33, 74, 87, 97], "nudenet_onnx": 19, "notai": 19, "tech": 19, "detail": [19, 61, 65, 66, 87, 89], "respect": 19, "female_genitalia_cov": 19, "genitalia": 19, "face_femal": 19, "buttocks_expos": 19, "expos": 19, "female_breast_expos": 19, "female_genitalia_expos": 19, "male_breast_expos": 19, "anus_expos": 19, "anu": 19, "feet_expos": 19, "feet": [19, 51, 53], "belly_cov": 19, "feet_cov": 19, "armpits_cov": 19, "armpit": 19, "armpits_expos": 19, "face_mal": 19, "belly_expos": 19, "male_genitalia_expos": 19, "anus_cov": 19, "female_breast_cov": 19, "buttocks_cov": 19, "onnxruntim": [19, 86, 105], "topk": [19, 28], "100": [19, 24, 33, 41, 58, 84], "45": [19, 42, 58], "score_threshold": 19, "number": [19, 28, 29, 32, 36, 38, 44, 51, 59, 61, 85, 88], "keep": [19, 78], "entir": 20, "anidet3": 20, "roboflow": 20, "m": 20, "x": [20, 38, 47, 51, 66, 84, 85, 101], "fastest": [20, 24], "most": [20, 28, 29, 32, 33], "confidence_scor": [20, 23], "genshin_post": [20, 45, 46, 47], "371": 20, "232": 20, "564": 20, "690": 20, "7533698678016663": 20, "135": [20, 51], "451": 20, "716": [20, 44], "6788613796234131": 20, "614": 20, "393": 20, "830": 20, "686": 20, "5612757205963135": 20, "1275": 20, "654": 20, "4047100841999054": 20, "calcul": [21, 29, 38, 41, 42], "comput": [21, 26, 29, 32, 40, 58, 84, 85, 97], "work": [21, 28, 29, 32, 35, 41, 68, 97], "aggreg": 21, "involv": 21, "segment": [21, 59, 105], "evalu": [21, 37], "algorithm": [21, 38, 41], "box1": 21, "box2": 21, "bboxtyp": 21, "measur": [21, 37, 38, 41], "divid": [21, 51], "4f": 21, "1429": 21, "bboxes1": 21, "bboxes2": 21, "liter": [21, 38, 47, 51, 63, 64, 79], "max": [21, 22], "raw": [21, 28, 29, 32, 36], "depend": [21, 66, 67, 104], "unknown": [21, 79], "hungarian": 21, "find": [21, 47], "optim": [21, 29, 38], "assign": [21, 22, 28, 38], "among": [21, 38], "averag": 21, "detect1": 21, "detect2": 21, "bboxwithscoreandlabel": 21, "group": [21, 28, 42, 75], "correspond": [21, 38, 44, 49, 58, 81, 97, 101], "combin": [21, 36, 44], "against": [21, 82], "ground": [21, 93, 99], "truth": [21, 93, 99], "car": 21, "85": [21, 73, 81], "75": 21, "text_detect": 22, "been": [22, 97], "migrat": 22, "ocr": [22, 105], "detect_text_with_ocr": [22, 105], "soon": 22, "paddleocr": [22, 44], "dbnetpp_resnet50_fpnc_1200e_icdar2015": 22, "05": [22, 58, 73, 74, 88, 89, 90, 92, 97, 98, 99, 100, 102, 103], "max_area_s": 22, "640": 22, "region": [22, 46, 49, 93, 99], "dbnet": 22, "do": [22, 49, 90], "640x640": 22, "ani": [22, 29, 32, 36, 38, 46, 56, 58, 61, 66, 71, 85, 87], "sinc": [22, 37], "appear": [23, 26], "font": 23, "pad": [23, 70], "see": [23, 66, 87], "text_pad": 23, "fontsiz": 23, "max_short_edge_s": 23, "fp": 23, "no_label": 23, "normal": [23, 29, 39, 56, 57, 58, 81], "predefin": [23, 72], "extract": [23, 24, 26, 27, 36, 38, 42, 44, 49, 58, 65, 66, 67, 68, 74, 81], "around": [23, 28, 33, 36, 53], "shortest": 23, "edg": [23, 53, 105], "maintain": [23, 33, 45, 51, 84, 108], "font_manag": 23, "fontproperti": 23, "properti": [23, 47, 51, 66, 68], "get": [24, 26, 27, 29, 37, 39, 59, 60, 66, 70, 73, 76, 81, 87, 89, 94, 96, 98, 100, 102], "cv2": 24, "have": [24, 26, 38, 79, 80, 93, 99, 104], "lowest": 24, "resourc": [24, 105], "low_threshold": 24, "high_threshold": 24, "200": [24, 33, 58], "assum": [24, 26, 27, 70], "its": [24, 26, 27, 28, 38, 44, 45, 58, 67, 70, 73, 75, 87, 89, 90, 92, 93, 94, 97, 98, 99, 100, 102, 103], "low": [24, 32, 37, 39, 66, 78, 81, 82], "high": [24, 32, 33, 60, 66, 82, 96, 97], "outlin": 25, "comparison": [25, 73], "canni": [25, 105], "get_edge_by_canni": 25, "edge_image_with_canni": 25, "lineart": [25, 27, 105], "get_edge_by_lineart": 25, "edge_image_with_lineart": 25, "lineart_anim": [25, 105], "get_edge_by_lineart_anim": 25, "edge_image_with_lineart_anim": 25, "best": [26, 39, 47, 66], "effect": [26, 37, 46, 104], "closest": 26, "consum": 26, "amount": 26, "memori": [26, 28, 29, 33, 106, 107], "power": 26, "runtim": [26, 29, 87, 96], "coars": 26, "detect_resolut": [26, 27], "512": [26, 27, 53, 66, 82], "deeper": 26, "richer": 26, "probabl": [26, 29, 97], "extra": [26, 66], "increas": [26, 38], "resolut": [26, 27, 59, 82], "neural": [26, 27, 70, 85], "network": [26, 27, 70, 85], "classif": [28, 32, 85, 89, 90, 92, 93, 94, 95, 98, 99, 100, 102, 103], "those": [28, 96], "store": [28, 29, 33, 34, 66, 67], "well": [28, 41], "manag": [28, 29, 32, 33, 87, 105], "interact": [28, 29, 32, 33], "also": [28, 56, 81, 108], "token": [28, 29, 32, 33], "authent": [28, 29, 32, 33], "access": [28, 29, 32, 51, 66, 84], "privat": [28, 29, 30, 32, 42], "repo_id": [28, 29, 32, 33], "fn_preprocess": 28, "callabl": [28, 58], "hf_token": [28, 29, 32, 33], "comprehens": [28, 29], "imagepreprocessfunc": 28, "variabl": [28, 47, 87], "_model_nam": 28, "cach": [28, 29, 32, 33, 59, 86, 105], "_model": 28, "dictionari": [28, 34, 39, 56, 58, 66, 67, 68, 71, 72, 74, 89, 92, 94, 98, 100, 102], "_label": 28, "_hf_token": 28, "org": 28, "repo": [28, 58], "__init__": [28, 29, 30, 32, 33, 36, 47, 51, 59, 68, 72], "instanc": [28, 29, 33, 38, 46, 51, 58, 59, 72], "clear": [28, 29, 32, 33, 38, 67, 89, 93, 99], "free": [28, 29, 33], "up": [28, 29, 33, 72], "launch_demo": [28, 29, 32, 33], "default_model_nam": [28, 29, 32, 33], "server_nam": [28, 29, 32, 33], "server_port": [28, 29, 32, 33], "launch": [28, 29, 32, 33], "gradio": [28, 29, 32, 33], "demo": [28, 29, 32, 33, 78], "interfac": [28, 29, 32, 33, 84], "ui": [28, 32, 33], "make_ui": [28, 29, 32, 33], "server": [28, 29, 32, 33], "select": [28, 29, 32, 33, 38, 46, 59], "dropdown": [28, 29], "port": [28, 29, 32, 33], "importerror": [28, 33], "instal": [28, 32, 33, 61, 67, 105], "properli": [28, 32, 66], "usernam": [28, 33], "repo_nam": [28, 33], "model_v1": 28, "7860": [28, 29, 33], "submit": 28, "recent": [28, 29, 32, 33], "label_group": 28, "highest": [28, 97], "through": [28, 29, 58, 108], "error": [28, 36, 58, 81], "predict_fmt": 28, "fmt": [28, 29, 32, 39, 74, 81], "top5": 28, "logit": [28, 29, 32], "embed": [28, 29, 32, 36, 81], "dict": [28, 29, 36, 39, 50, 56, 57, 58, 66, 67, 68, 74, 81, 84, 89, 90, 92, 93, 94, 98, 99, 100, 102, 103], "top": [28, 47, 96], "k": 28, "e": [28, 29, 38, 60, 63, 64, 79, 82, 85], "g": [28, 29, 38, 60, 63, 64, 79, 81, 82], "top10": 28, "predict_scor": 28, "ia": 28, "conveni": [28, 51, 66, 108], "wrapper": [28, 33, 36], "id": [28, 29, 32, 33], "multimod": 29, "hub": 29, "discoveri": 29, "variant": [29, 32], "pipelin": [29, 56, 58], "pattern": [29, 38, 72], "direct": 29, "api": [29, 32], "control": [29, 66], "via": 29, "web": [29, 32], "deploy": [29, 97], "reus": 29, "lru": 29, "thread": [29, 32, 84, 104], "safe": [29, 32, 67, 73, 74, 84, 95, 97, 99, 104, 105], "demand": 29, "switch": 29, "image_encod": [29, 32], "upload": [29, 33], "enter": 29, "link": 29, "address": 29, "bind": 29, "organ": 29, "displai": [29, 32, 63, 64], "precomput": [29, 80], "cosin": 29, "scale": [29, 32, 46, 47, 51, 66, 70, 81, 106, 107], "complex": 29, "image_embed": 29, "text_embed": 29, "etc": [29, 58], "thei": [29, 38, 54, 58], "l2": [29, 81], "text_encod": [29, 32], "accept": 29, "_process_rgb": 30, "_process_alpha_channel_with_model": 30, "_process_rgba": 30, "attribut": 30, "classifi": [31, 89, 94, 95, 96, 98, 100, 102, 103, 105], "classifymodel": 31, "classify_predict_scor": 31, "classify_predict": 31, "classify_predict_fmt": 31, "imageenhanc": 31, "clip": [31, 58, 66, 105], "clipmodel": 31, "clip_image_encod": 31, "clip_text_encod": 31, "clip_predict": 31, "siglip": [31, 58, 105], "siglipmodel": 31, "siglip_image_encod": 31, "siglip_text_encod": 31, "siglip_predict": 31, "yolomodel": 31, "sigmoid": [32, 86], "loss": 32, "creation": [32, 56, 57, 68], "preprocessor": [32, 66], "reset": 32, "intern": [32, 54, 67], "about": [32, 34], "hostnam": 32, "gr": [32, 33], "One": [32, 42], "detect": [33, 41, 44, 46, 50, 51, 52, 53, 71, 72, 87, 88, 93, 99, 105], "post": [33, 44], "helper": 33, "easi": 33, "metadata": [33, 39, 65, 67, 68, 105], "cleanup": 33, "associ": [33, 68], "default_conf_threshold": 33, "default_iou_threshold": 33, "environmenterror": [33, 61, 67], "environ": [33, 82, 84, 87, 105], "offlin": 33, "yolov5": 33, "allow_dynam": 33, "dynam": [33, 56], "300": [33, 58], "400": 33, "simpl": 33, "explicitli": 33, "read": [34, 35, 36, 65, 66, 67], "write": [34, 35, 36, 65, 67], "exif": [34, 35, 66], "gif": [34, 35, 66], "comment": 34, "These": [34, 37, 59], "retriev": [34, 38], "context": [34, 35], "ai": [34, 35, 68, 88], "found": [34, 47, 66, 89], "attempt": [34, 47, 58, 66, 68, 87], "commonli": [34, 58, 75, 85], "where": [34, 38, 66, 67, 81, 84], "look": [34, 44, 66, 89], "usercom": 34, "field": [34, 68], "dst_filenam": 34, "destin": [34, 66, 67, 68], "filenam": [34, 59], "pnginfo": [34, 36, 66, 68], "wai": [34, 66, 67], "geninfo": [35, 105], "lsb": [35, 68, 105], "signific": [35, 36, 38, 63, 68], "bit": [35, 36, 58, 68], "read_geninfo_paramet": 35, "read_geninfo_exif": 35, "read_geninfo_gif": 35, "write_geninfo_paramet": 35, "write_geninfo_exif": 35, "write_geninfo_gif": 35, "read_lsb_raw_byt": 35, "read_lsb_metadata": 35, "write_lsb_raw_byt": 35, "write_lsb_metadata": 35, "lsbreaderror": 35, "lsbextractor": 35, "imagelsbdataextractor": 35, "serialize_pnginfo": 35, "serialize_json": 35, "inject_data": 35, "steganographi": 36, "serial": 36, "json": 36, "compat": [36, 75], "inject": 36, "emb": [36, 81], "seamlessli": 36, "hidden": 36, "decompress": 36, "them": [36, 46, 56, 63, 67, 81], "gzip": 36, "written": 36, "appropri": [36, 44, 58, 66], "serializ": [36, 56], "err": 36, "caus": [36, 104], "multi": [36, 84], "get_next_n_byt": 36, "next": [36, 54], "get_one_byt": 36, "form": [36, 75], "read_32bit_integ": 36, "32": [36, 58], "interpret": [36, 51], "big": 36, "endian": 36, "enough": 36, "magic": 36, "stealth_pngcomp": 36, "expect": [36, 58], "extract_data": 36, "length": [36, 38, 45], "compress": 36, "along": [36, 38, 70], "robust": [36, 38], "skytnt": [37, 59, 70], "poor": 37, "anime_dbaesthet": [37, 40], "better": [37, 41, 61, 81, 82, 88, 90, 93, 96, 99, 103], "2053756": 37, "09986039996147156": 37, "1663584": 37, "24299287796020508": 37, "4886411": 37, "38091593980789185": 37, "2066024": 37, "5131649971008301": 37, "3670169": 37, "6011670827865601": 37, "5930006": 37, "7067991495132446": 37, "3821265": 37, "8237218260765076": 37, "5512471": 37, "9187621474266052": 37, "limit": [38, 73], "smaller": 38, "7eu7d7": [38, 78, 82, 108], "ccip_onnx": 38, "cluster": [38, 42], "refer": [38, 41, 65, 96], "relev": 38, "aforement": 38, "manual": [38, 47], "384": [38, 42, 56, 57, 58], "caform": 38, "randaug": 38, "prune": 38, "vector": 38, "pruned_fp32": 38, "5_fp32": 38, "feat": 38, "768": [38, 44, 66], "17847511429108218": 38, "1951224011983088": 38, "18397327797685215": 38, "y": [38, 47, 84], "16583099961280823": 38, "42947039008140564": 38, "4037521779537201": 38, "4371533691883087": 38, "40748104453086853": 38, "392294704914093": 38, "whether": [38, 44, 46, 58, 68, 71, 74, 81, 82], "belong": 38, "pairwis": 38, "matrix": 38, "5350548e": 38, "08": [38, 58, 98, 99], "6583106e": 38, "01": 38, "2947042e": 38, "0375218e": 38, "8025822e": 38, "3715334e": 38, "0748104e": 38, "2675274e": 38, "9229470e": 38, "j": 38, "th": 38, "dbscan": 38, "dbscan_2": 38, "dbscan_fre": 38, "optic": [38, 44], "optics_best": 38, "epsilon": 38, "ep": 38, "min_sampl": 38, "ccipclustermethodtyp": 38, "12921094122454668": 38, "1291187648928262": 38, "1836453739562513": 38, "distanc": 38, "_featureorimag": 38, "sampl": [38, 42, 66, 88, 89, 90, 92, 93, 94, 98, 99, 100, 102, 103], "neighborhood": [38, 61], "core": [38, 106, 107], "few": 38, "too": 38, "sensit": [38, 46, 81, 93, 99], "tune": 38, "guidelin": 38, "deal": [38, 65], "solut": [38, 47], "small": [38, 46], "advis": [38, 73], "significantli": 38, "separ": 38, "slightli": 38, "exhibit": 38, "regular": [38, 61], "outfit": 38, "awar": 38, "highli": 38, "so": [38, 41, 78, 82], "care": 38, "diff": 38, "07437477": 38, "0356068": 38, "04396922": 38, "05131693": 38, "assess": 39, "aesthet": [39, 40, 105], "danbooru": [39, 73, 76, 78, 93, 96], "hakubooru": 39, "kohakublueleaf": 39, "swinv2pv3_v0_448_ls0": 39, "2_x": 39, "percentil": 39, "_default_model_nam": 39, "masterpiec": [39, 66], "9831666690063624": 39, "8810615667538594": 39, "great": 39, "8225559148288356": 39, "good": [39, 44], "591020403706702": 39, "2888798940585766": 39, "243279223969715": 39, "worst": [39, 66], "005268185993767627": 39, "275707557797432": 39, "7977807857096195": 39, "56098810210824": 39, "670568235218525": 39, "1677918508648872": 39, "9305131509900093": 39, "6085879728198051": 39, "6834832429885864": 39, "16141420602798462": 39, "05435194447636604": 39, "025083942338824272": 39, "024000568315386772": 39, "027076328173279762": 39, "024589713662862778": 39, "3757021427154541": 39, "3451208472251892": 39, "1511985808610916": 39, "04740551486611366": 39, "02172713913023472": 39, "027498546987771988": 39, "03134724497795105": 39, "39281174540519714": 39, "22457796335220337": 39, "15563568472862244": 39, "10796019434928894": 39, "047730278223752975": 39, "0393439345061779": 39, "031940147280693054": 39, "13832266628742218": 39, "20687267184257507": 39, "2509062886238098": 39, "1644320785999298": 39, "11332042515277863": 39, "08270663768053055": 39, "043439216911792755": 39, "033693961799144745": 39, "03375888615846634": 39, "050045162439346313": 39, "16734018921852112": 39, "4311050772666931": 39, "23242227733135223": 39, "05163438618183136": 39, "012833272106945515": 39, "01619996316730976": 39, "03074900433421135": 39, "1396280825138092": 39, "5038207173347473": 39, "22299200296401978": 39, "07377689331769943": 39, "02854202501475811": 39, "026677291840314865": 39, "02838410809636116": 39, "026617199182510376": 39, "02508518099784851": 39, "06039097160100937": 39, "8043031692504883": 39, "get_aesthetic_scor": 40, "ccip": [40, 105], "ccip_extract_featur": 40, "ccip_batch_extract_featur": 40, "ccip_default_threshold": 40, "ccip_differ": 40, "ccip_sam": 40, "ccip_batch_differ": 40, "ccip_batch_sam": 40, "ccip_default_clustering_param": 40, "ccip_clust": 40, "ccip_merg": 40, "dbaesthet": [40, 105], "laplacian": [40, 105], "laplacian_scor": 40, "lpip": [40, 105], "lpips_extract_featur": 40, "lpips_differ": 40, "lpips_clust": 40, "psnr_": [40, 105], "psnr": [40, 64], "blur": [41, 46], "than": [41, 42, 46, 84, 88, 96], "seem": 41, "just": [41, 61, 90, 93, 96, 99, 103], "we": [41, 63, 82], "explor": 41, "bluri": 41, "hutao": [41, 70, 73, 74, 78, 81], "156": 41, "68285005210006": 41, "text_blur": 41, "2276": 41, "66629157129": 41, "real2": 41, "908745781486806": 41, "mmd": 41, "1072": 41, "8372572065527": 41, "richzhang": 42, "perceptualsimilar": 42, "chafen_arknight": 42, "rand": 42, "reach": 42, "995": 42, "cnn": 42, "f1": 42, "f2": 42, "f3": 42, "f4": 42, "f5": 42, "64": [42, 58, 61, 66, 82, 106, 107], "99": 42, "192": 42, "49": [42, 58], "256": [42, 56, 57, 63, 66], "img1": [42, 43, 81], "img2": [42, 43, 81], "anoth": 42, "16922694444656372": 42, "22250649333000183": 42, "6897575259208679": 42, "10956494510173798": 42, "6823137998580933": 42, "6837796568870544": 42, "nois": [42, 49, 61, 63], "inf": 43, "gaussian_20": 43, "dat": 43, "058228614646987": 43, "gaussian_3": 43, "27": [43, 58], "65611098737784": 43, "lq": 43, "29589659377844": 43, "recogn": [44, 58], "export": [44, 87], "recognit": 44, "ch_pp": 44, "ocrv4_det": 44, "heat_threshold": 44, "box_threshold": 44, "max_candid": 44, "1000": 44, "unclip_ratio": 44, "heat": 44, "candid": 44, "unclip": 44, "comic": [44, 90], "742": 44, "485": [44, 56, 57], "809": 44, "511": 44, "9543377610144915": 44, "682": 44, "98": 44, "734": 44, "124": 44, "9309689495575223": 44, "136": 44, "836": 44, "164": 44, "9042856988923695": 44, "144": 44, "455": 44, "196": 44, "874083638387722": 44, "719": 44, "835": 44, "488": 44, "8628696346175078": 44, "478": 44, "214": 44, "508": 44, "848871771901487": 44, "1030": 44, "557": 44, "1184": 44, "578": 44, "8352495440618789": 44, "427": 44, "129": 44, "553": 44, "154": 44, "8249209443996619": 44, "detect_model": 44, "recognize_model": 44, "ocrv4_rec": 44, "rotation_threshold": 44, "is_remove_dupl": 44, "rotat": [44, 47], "duplic": [44, 66], "mob": 44, "9356705927336156": 44, "shishou": 44, "8933000384412466": 44, "BUT": 44, "8730931912907247": 44, "oh": 44, "8417627579351514": 44, "mirror": 44, "7366019454049503": 44, "el": 44, "gato": 44, "iberico": 44, "7271127306351021": 44, "THAt": 44, "701928390168364": 44, "6965972578194936": 44, "chines": 44, "english": 44, "cannot": [44, 54, 56, 58, 68], "languag": 44, "func": [44, 86, 105], "japanes": [44, 66], "post_text": 44, "319": 44, "847": 44, "561": 44, "899": 44, "kancol": 44, "9130667787597329": 44, "552": 44, "811": 44, "791": 44, "921": 44, "1944": 44, "8566762346615406": 44, "820": 44, "558": 44, "850": 44, "fleet": 44, "collect": [44, 65], "8100635458911772": 44, "235": 44, "904": 44, "855": 44, "1009": 44, "\u6d77": 44, "6716076803280185": 44, "858": 44, "808": 44, "tsu": 44, "ka": 44, "NO": 44, "u": [44, 108], "mi": 44, "de": 44, "654507230718228": 44, "209": 44, "507": 44, "2888084133529467": 44, "japan_pp": 44, "ocrv3_rec": 44, "9230690942939336": 44, "8564870717047623": 44, "\u3044\u3064\u304b\u3042\u306e\u6d77\u3067": 44, "8061289060358996": 44, "8045396777081609": 44, "7311649382696896": 44, "\u8266\u3068\u308c\u308c": 44, "6648729016512889": 44, "ocrv2_det": 44, "ocrv3_det": 44, "ocrv4_server_det": 44, "ch_ppocr_mobile_slim_v2": 44, "0_det": 44, "ch_ppocr_mobile_v2": 44, "ch_ppocr_server_v2": 44, "en_pp": 44, "arabic_pp": 44, "ocrv2_rec": 44, "ocrv4_server_rec": 44, "0_rec": 44, "chinese_cht_pp": 44, "cyrillic_pp": 44, "devanagari_pp": 44, "en_number_mobile_v2": 44, "ka_pp": 44, "korean_pp": 44, "latin_pp": 44, "ta_pp": 44, "te_pp": 44, "dimens": [45, 58], "max_siz": [45, 56, 57, 58], "longer": 45, "after": [45, 58, 73, 78, 81], "1280": 45, "720": 45, "new_img": 45, "600": 45, "337": 45, "obscur": 46, "regist": [46, 47, 56, 57, 58], "rectangular": 46, "967": [46, 47], "143": [46, 47], "1084": [46, 47], "261": [46, 47], "246": [46, 47], "208": [46, 47], "331": [46, 47], "287": [46, 47], "662": [46, 47], "466": [46, 47], "705": [46, 47], "514": [46, 47], "479": [46, 47], "283": [46, 47], "326": [46, 47], "color_black": 46, "radiu": 46, "emoji": [46, 47], "penis": 46, "vagina": 46, "serv": [46, 58, 73], "foundat": 46, "inherit": [46, 58], "within": [46, 66, 73, 81], "fill": 46, "color_default": 46, "green": 46, "color_green": 46, "ffff00": 46, "color_ffff00": 46, "blur_4": 46, "blur_8": 46, "blur_12": 46, "pixelate_4": 46, "pixelate_8": 46, "pixelate_12": 46, "cl": 46, "arg": 46, "subclass": 46, "keyerror": 46, "alreadi": 46, "exist": [46, 67, 87, 90], "angl": 47, "end": [47, 66], "censor_area": [47, 48], "ratio_threshold": 47, "minimum": [47, 53, 59, 61], "total": [47, 106, 107], "star": [47, 78], "register_censor_method": [47, 48], "smiling_face_with_heart": 47, "twitter": 47, "appl": 47, "googl": 47, "microsoft": 47, "samsung": 47, "whatsapp": 47, "facebook": 47, "messeng": 47, "joypixel": 47, "openmoji": 47, "emojidex": 47, "mozilla": 47, "express": 47, "code": [47, 63, 78, 81], "_emojistyletyp": 47, "emoji_default": 47, "cat_fac": 47, "emoji_green": 47, "grinning_face_with_sweat": 47, "emoji_liuhanhuangd": 47, "minim": 47, "abl": [47, 54], "prefix": [47, 72, 77], "sum": 47, "cx": 47, "mass": 47, "occlus": 47, "cy": 47, "find_for_area": 47, "rectangl": 47, "corner": 47, "factor": [47, 58], "align": [48, 105], "align_maxs": 48, "censor_": [48, 105], "censor_nsfw": 48, "basecensor": 48, "colorcensor": 48, "blurcensor": 48, "pixelatecensor": 48, "imgcensor": [48, 105], "imagebasedcensor": 48, "emojibasedcensor": 48, "singleimag": 48, "squeez": [48, 105], "squeeze_with_transpar": 48, "fit": 49, "tightli": 49, "interest": 49, "jerry_with_spac": 49, "median_filt": 49, "median": 49, "kernel": 49, "larger": [49, 53, 83], "disabl": 49, "keypoint": [50, 51, 52, 53], "http": [50, 70, 108], "github": [50, 106, 107, 108], "com": [50, 108], "idea": 50, "research": 50, "auto_detect": 50, "out_bbox": 50, "person_detect_cfg": 50, "op18keypointset": [50, 52, 53], "rtmpose": 50, "config": [50, 57, 105, 108], "foot": [50, 51], "hand1": 50, "hand2": 50, "op18_visu": [50, 52], "0x7f5ca933f3d0": 50, "axesimag": 50, "0x7f5c98069790": 50, "all_": 51, "openpos": [51, 66], "op18": [51, 53], "__mul__": 51, "multipli": 51, "scalar": 51, "__truediv__": 51, "divisor": 51, "left_foot": 51, "left_hand": 51, "right_foot": 51, "right_hand": 51, "enum": 51, "enumer": 51, "symbol": [51, 78, 81], "make": [51, 56, 75, 85, 93, 97, 99], "readabl": [51, 81], "categor": 51, "nose": 51, "neck": 51, "elbow": 51, "wrist": 51, "ankl": 51, "ear": [51, 72, 79], "member": 51, "right_should": 51, "right_elbow": 51, "right_wrist": 51, "left_should": 51, "left_elbow": 51, "left_wrist": 51, "right_hip": 51, "right_kne": 51, "right_ankl": 51, "left_hip": 51, "left_kne": 51, "left_ankl": 51, "right_ey": 51, "left_ey": 51, "right_ear": 51, "left_ear": 51, "left_big_to": 51, "left_small_to": 51, "left_heel": 51, "right_big_to": 51, "right_small_to": 51, "right_heel": 51, "__int__": 51, "truncat": [51, 95, 105], "zero": 51, "must": [51, 72, 104], "preced": 51, "surround": 51, "whitespac": [51, 75], "36": [51, 58], "0b100": 51, "91": [51, 58], "112": 51, "92": [51, 58, 79], "113": [51, 58], "dwpose": [52, 105], "dwpose_estim": 52, "openpose18": 52, "op18_body_max": 52, "op18_body_min": 52, "op18_face_max": 52, "op18_face_min": 52, "op18_left_foot_max": 52, "op18_left_foot_min": 52, "op18_left_hand_max": 52, "op18_left_hand_min": 52, "op18_right_foot_max": 52, "op18_right_foot_min": 52, "op18_right_hand_max": 52, "op18_right_hand_min": 52, "keypoints_list": 53, "min_edge_s": 53, "draw_bodi": 53, "draw_hand": 53, "draw_feet": 53, "draw_fac": 53, "drawn": 53, "shorter": 53, "connect": 53, "ellips": 53, "facial": [53, 72, 89], "pars": [54, 56, 57, 65, 66, 105], "parser": [54, 56, 57, 66], "try": 54, "notparsetarget": 55, "register_pillow_transform": 55, "register_pillow_pars": 55, "create_pillow_transform": 55, "parse_pillow_transform": 55, "register_torchvision_transform": 55, "register_torchvision_pars": 55, "create_torchvision_transform": 55, "parse_torchvision_transform": 55, "register_creators_for_transform": 55, "notprocessortypeerror": 55, "create_transforms_from_transform": 55, "is_valid_size_dict": 55, "convert_to_size_dict": 55, "get_size_dict": 55, "create_clip_transform": 55, "create_transforms_from_clip_processor": 55, "create_convnext_transform": 55, "create_transforms_from_convnext_processor": 55, "create_vit_transform": 55, "create_transforms_from_vit_processor": 55, "create_siglip_transform": 55, "create_transforms_from_siglip_processor": 55, "create_bit_transform": 55, "create_transforms_from_bit_processor": 55, "create_blip_transform": 55, "create_transforms_from_blip_processor": 55, "create_mobilenetv2_transform": 55, "create_transforms_from_mobilenetv2_processor": 55, "tensor": [56, 57, 58, 67], "composit": [56, 58], "machin": [56, 85], "learn": [56, 85], "compos": [56, 57, 58], "sequenc": [56, 58, 72], "pillowcompos": [56, 58], "sequenti": 56, "decor": [56, 57, 58, 84], "facilit": 56, "creator": [56, 58], "tvalu": [56, 57], "describ": 56, "interpol": [56, 57, 58], "bicub": [56, 57, 58], "pillowres": [56, 58], "antialia": [56, 57, 58], "bilinear": [56, 57], "center_crop": [56, 57], "pillowcentercrop": [56, 58], "pillowtotensor": [56, 58], "maybe_to_tensor": [56, 57], "pillowmaybetotensor": 56, "std": [56, 57, 58], "pillownorm": [56, 58], "456": [56, 57], "406": [56, 57], "229": [56, 57], "225": [56, 57], "48500001430511475": 56, "4560000002384186": 56, "4059999883174896": 56, "2290000021457672": 56, "2240000069141388": 56, "22499999403953552": 56, "framework": 57, "extend": 57, "centercrop": 57, "totensor": 57, "maybetotensor": 57, "4850": 57, "4560": 57, "4060": 57, "2290": 57, "2240": 57, "2250": 57, "timm": 57, "interpolationmod": 57, "processor": [58, 106, 107], "vitimageprocessor": 58, "5906": 58, "33": 58, "donutimageprocessor": 58, "1901": 58, "70": [58, 82], "detrimageprocessor": 58, "1575": 58, "86": [58, 72], "clipimageprocessor": 58, "1374": 58, "73": 58, "videomaeimageprocessor": 58, "1093": 58, "convnextimageprocessor": 58, "648": 58, "65": 58, "segformerimageprocessor": 58, "533": 58, "00": 58, "beitimageprocessor": 58, "468": 58, "63": 58, "siglipimageprocessor": 58, "440": 58, "48": 58, "layoutlmv3imageprocessor": 58, "403": 58, "layoutlmv2imageprocessor": 58, "332": 58, "87": 58, "mllamaimageprocessor": 58, "qwen2vlimageprocessor": 58, "314": 58, "77": 58, "blipimageprocessor": 58, "276": 58, "55": 58, "idefics2imageprocessor": 58, "226": 58, "llavanextimageprocessor": 58, "215": 58, "bitimageprocessor": 58, "210": 58, "pix2structimageprocessor": 58, "conditionaldetrimageprocessor": 58, "53": 58, "samimageprocessor": 58, "52": 58, "deitimageprocessor": 58, "mask2formerimageprocessor": 58, "89": 58, "50": 58, "vivitimageprocessor": 58, "88": 58, "yolosimageprocessor": 58, "84": 58, "47": 58, "viltimageprocessor": 58, "41": 58, "detaimageprocessor": 58, "68": 58, "38": 58, "pixtralimageprocessor": 58, "mobilenetv2imageprocessor": 58, "mobilevitimageprocessor": 58, "61": 58, "34": [58, 106, 107], "dptimageprocessor": 58, "maskformerimageprocessor": 58, "28": 58, "nougatimageprocessor": 58, "ideficsimageprocessor": 58, "rtdetrimageprocessor": 58, "efficientnetimageprocessor": 58, "40": [58, 66], "deformabledetrimageprocessor": 58, "idefics3imageprocessor": 58, "fuyuimageprocessor": 58, "videollavaimageprocessor": 58, "pvtimageprocessor": 58, "09": 58, "oneformerimageprocessor": 58, "mobilenetv1imageprocessor": 58, "07": [58, 97, 98, 99, 102], "owlv2imageprocessor": 58, "chineseclipimageprocessor": 58, "efficientformerimageprocessor": 58, "llavaonevisionimageprocessor": 58, "swin2srimageprocessor": 58, "vithybridimageprocessor": 58, "owlvitimageprocessor": 58, "04": 58, "groundingdinoimageprocessor": 58, "03": 58, "perceiverimageprocessor": 58, "chameleonimageprocessor": 58, "levitimageprocessor": 58, "vitmatteimageprocessor": 58, "extens": [58, 73], "tri": 58, "def": [58, 84], "hasattr": 58, "feature_extractor": 58, "encount": 58, "becaus": 58, "until": 58, "successfulli": 58, "imageprocessor": 58, "autoimageprocessor": 58, "from_pretrain": 58, "openai": 58, "vit": 58, "patch32": 58, "pillowconvertrgb": 58, "48145467": 58, "4578275": 58, "40821072": 58, "26862955": 58, "2613026": 58, "2757771": 58, "size_dict": 58, "shortest_edg": 58, "invalid_kei": 58, "default_to_squar": 58, "height_width_ord": 58, "constraint": 58, "els": [58, 66, 106, 107], "incompat": 58, "longest_edg": 58, "param_nam": 58, "entri": 58, "conform": 58, "messag": [58, 82], "do_res": 58, "do_center_crop": 58, "crop_siz": 58, "do_rescal": 58, "rescale_factor": 58, "00392156862745098": 58, "do_norm": 58, "image_mean": 58, "image_std": 58, "do_convert_rgb": 58, "rescal": 58, "deviat": 58, "clipprocessor": 58, "crop_pct": 58, "tailor": 58, "convnext": 58, "percentag": 58, "prepar": 58, "replic": 58, "build": [58, 73, 81], "blip": 58, "255": 58, "openai_clip_mean": 58, "openai_clip_std": 58, "accord": 58, "behavior": 58, "mobilenetv2": 58, "per": 58, "equival": 58, "bg": 59, "strict_level": 59, "min_select": 59, "min_width": 59, "min_height": 59, "min_resolut": 59, "strict": [59, 93, 99], "get_imag": 59, "get_image_fil": 59, "list_image_fil": 59, "random_imag": 59, "randomli": 59, "random_image_fil": 59, "8057": 59, "000000": 59, "000001": 59, "000002": 59, "000003": 59, "000004": 59, "home": 59, "dgh": [59, 67, 108], "2400x1600": 59, "0x7feb86ed5160": 59, "003258": 59, "400x400": 59, "0x7feb86a748b0": 59, "quickli": 60, "backgroundimageset": 60, "list_bg_image_fil": 60, "get_bg_image_fil": 60, "get_bg_imag": 60, "random_bg_image_fil": 60, "random_bg_imag": 60, "opencv": 61, "denois": [61, 66], "inspir": [61, 70, 74, 81, 101], "mf666": [61, 101], "mist": 61, "fucker": 61, "diameter_min": 61, "diameter_max": 61, "sigma_color_min": 61, "sigma_color_max": 61, "sigma_space_min": 61, "sigma_space_max": 61, "radius_min": 61, "radius_max": 61, "eps_min": 61, "eps_max": 61, "b_iter": 61, "g_iter": 61, "random": [61, 79], "bilater": 61, "guid": 61, "stage": 61, "preserv": 61, "diamet": 61, "sigma": 61, "space": [61, 70, 81], "window": [61, 66], "term": 61, "contrib": 61, "noisy_imag": 61, "cleaned_img": 61, "cleaned_imag": 61, "blurri": [62, 66], "noisi": 62, "nafnet": [62, 105], "scunet": [62, 63, 105], "adversari": [62, 105], "remove_adversarial_nois": 62, "restore_with_nafnet": 62, "restore_with_scunet": 62, "ve": 63, "gaussian": 63, "To": 63, "correctli": 63, "credibl": 63, "rgg": [63, 64], "red": [63, 72], "gopro": 63, "sidd": 63, "tile_s": [63, 64, 82], "tile_overlap": [63, 64, 82], "batch_siz": [63, 64, 82], "silent": [63, 64, 82], "nafnetmodeltyp": 63, "tile": [63, 64, 82], "progress": [63, 64, 82], "gan": 64, "128": 64, "scunetmodeltyp": 64, "automatic1111": 65, "stabl": [65, 66, 88, 108], "diffus": [65, 66, 88], "webui": [65, 66, 67], "novelai": 65, "sdwui": 65, "submodul": 65, "nai": [65, 105], "docstr": 65, "sdmetadata": 65, "parse_sdmeta_from_text": 65, "get_sdmeta_from_imag": 65, "save_image_with_sdmeta": 65, "read_metadata": 65, "save_with_metadata": 65, "naimetadata": 65, "get_naimeta_from_imag": 65, "add_naimeta_to_imag": 65, "save_image_with_naimeta": 65, "formatt": 66, "a1111": 66, "sd_metadata_simpl": 66, "sd_metadata_complex": 66, "prompt": 66, "neg_prompt": 66, "neg": 66, "__str__": 66, "sd1": 66, "extrem": 66, "delic": 66, "beauti": 66, "offici": 66, "global": [66, 104], "illumin": 66, "soft": 66, "shadow": 66, "super": 66, "light": 66, "novel": [66, 68], "4k": 66, "metal_textur": 66, "striped_background": 66, "rich": 66, "cg": 66, "uniti": 66, "8k": 66, "wallpap": 66, "unreal": 66, "sci": 66, "fi": 66, "fantasi": 66, "silver_skin": 66, "cut": [66, 72], "silver_impossible_bodysuit": 66, "gem_on_chest": 66, "cut_silver_mechanical_leotard": 66, "headgear": [66, 72], "1_girl": 66, "solo": [66, 71, 72, 73, 74, 78, 79, 80, 81], "slim_waist": 66, "hair": [66, 72], "long": 66, "lumin": 66, "medium_breast": [66, 80], "indistinct_camelto": 66, "flat_crotch": 66, "coquettish": 66, "squint": 66, "evil_smil": 66, "dark_persona": 66, "mouth": 66, "wet": 66, "slim_fac": 66, "tall_girl": 66, "matur": 66, "mature_fac": 66, "slim_figur": 66, "slim_leg": 66, "groin": 66, "bare_thigh": 66, "easyneg": 66, "sketch": 66, "ugli": 66, "huge": 66, "logo": 66, "monochrom": [66, 92, 95, 105], "bad": 66, "mutat": 66, "horror": 66, "geometri": 66, "bad_prompt": 66, "miss": 66, "finger": 66, "limb": 66, "anatomi": 66, "interlock": 66, "digit": 66, "arm": 66, "2girl": 66, "deform": 66, "artist": 66, "blush": [66, 73, 74, 78, 81], "lipstick": 66, "skindent": 66, "tie": 66, "big_breast": 66, "thighhigh": [66, 73], "pubic_hair": [66, 72], "3d": [66, 90], "realist": 66, "slip": [66, 75], "head_out_of_fram": 66, "curvi": 66, "sampler": 66, "ddim": 66, "cfg": 66, "seed": 66, "3827064803": 66, "512x848": 66, "hash": 66, "eb49192009": 66, "anidosmix": 66, "skip": 66, "new_imag": 66, "let": 66, "what": 66, "nslim_fac": 66, "848": 66, "_sdmeta_text": 66, "directli": 66, "starri": 66, "night": 66, "daylight": 66, "euler": 66, "sd2": 66, "1girl": [66, 71, 72, 73, 74, 75, 78, 79, 80, 81], "blue": 66, "footwear": 66, "shoe": 66, "bang": [66, 72, 73, 78, 81], "indoor": 66, "sleev": 66, "ahog": [66, 72, 73, 74, 78, 81], "dress": [66, 72], "pot": 66, "plant": 66, "bag": [66, 73, 74, 78, 81], "bun": [66, 72], "lora": 66, "bluearchive10": 66, "bluearchiv": 66, "neg1": 66, "dpm": 66, "2m": 66, "sde": 66, "karra": 66, "2647703743": 66, "768x768": 66, "72bd94132e": 66, "cutemix": 66, "strength": 66, "controlnet": 66, "control_v11p_sd15_openpos": 66, "cab727d4": 66, "weight": 66, "perfect": 66, "param": 66, "hire": 66, "upscal": [66, 105], "latent": 66, "ti": 66, "339cc9210f70": 66, "66a7279a88dd": 66, "info": 66, "underli": [66, 84], "sd_meta": 66, "scope": 66, "dst_file": [66, 68], "webp": 66, "systemerror": [66, 68], "input_imag": 66, "output_imag": 66, "a41": 67, "safetensor": 67, "torch": 67, "command": [67, 108], "pip": [67, 108], "_check_env": 67, "model_fil": 67, "key1": 67, "value1": 67, "key2": 67, "value2": 67, "src_model_fil": 67, "dst_model_fil": 67, "new_metadata": 67, "john": 67, "doe": [67, 71, 79, 93, 99], "input_model": 67, "output_model": 67, "softwar": 68, "generation_tim": 68, "dataclass": 68, "encapsul": 68, "taken": 68, "alia": 68, "success": [68, 108], "add_lsb_meta": 68, "save_metainfo": 68, "metainfo": 68, "prefer": 68, "isneti": [69, 105], "get_isnetis_mask": 69, "segment_with_isneti": 69, "segment_rgba_with_isneti": 69, "co": 70, "seg": 70, "1024": [70, 81], "app": 70, "l8": 70, "00ff00": 70, "mask_": 70, "image_": 70, "hutao_seg": 70, "skadi": [70, 73, 74, 78, 81], "skadi_seg": 70, "drop": [71, 72, 73, 78, 80, 81], "cosplai": 71, "no_eyewear": 71, "eyewear": [71, 72], "span": [71, 72], "matter": [71, 72], "red_hair": [71, 72, 79, 80], "use_preset": 71, "custom_blacklist": 71, "onlin": 71, "preset": 71, "ones": 71, "neither": [71, 72], "nor": [71, 72], "anal_hair": 72, "anal_tail": 72, "arm_behind_head": 72, "arm_hair": 72, "arm_under_breast": 72, "arms_behind_head": 72, "bird_on_head": 72, "blood_in_hair": 72, "breasts_on_glass": 72, "breasts_on_head": 72, "cat_on_head": 72, "closed_ey": 72, "clothed_female_nude_femal": 72, "clothed_female_nude_mal": 72, "clothed_male_nude_femal": 72, "clothes_between_breast": 72, "cream_on_fac": 72, "drying_hair": 72, "empty_ey": 72, "face_to_breast": 72, "food_on_fac": 72, "food_on_head": 72, "game_boi": 72, "grabbing_anoth": 72, "s_hair": 72, "grabbing_own_breast": 72, "gun_to_head": 72, "head_between_breast": 72, "heart_in_ey": 72, "multiple_boi": 72, "multiple_girl": 72, "object_on_breast": 72, "object_on_head": 72, "paint_splatter_on_fac": 72, "parted_lip": [72, 73, 74, 78, 81], "penis_on_fac": 72, "person_on_head": 72, "pokemon_on_head": 72, "rabbit_on_head": 72, "rice_on_fac": 72, "severed_head": 72, "star_in_ey": 72, "sticker_on_fac": 72, "tentacles_on_mal": 72, "tying_hair": 72, "built": [72, 84], "mutabl": 72, "constructor": 72, "empti": 72, "hold": [72, 73, 74, 78, 81], "futa": 72, "cum": 72, "rub": 72, "shade": 72, "plai": 72, "drill": 72, "skin": 72, "sidelock": 72, "twintail": [72, 73, 74, 78, 81], "braid": 72, "afro": 72, "bald": 72, "dreadlock": 72, "ponytail": 72, "updo": 72, "beard": 72, "mustach": 72, "pointi": 72, "horn": 72, "tail": 72, "ornament": 72, "hairband": 72, "pupil": 72, "bow": [72, 73, 74], "headwear": 72, "ribbon": [72, 74, 78], "crown": 72, "cap": 72, "hairclip": [72, 78], "mole": 72, "halo": 72, "fluff": 72, "flower": [72, 73, 74, 78, 81], "glass": [72, 75], "fang": 72, "boi": 72, "beret": 72, "heterochromia": 72, "headdress": 72, "eyepatch": 72, "headphon": 72, "eyebrow": 72, "eyelash": 72, "sunglass": 72, "intak": 72, "scrunchi": 72, "ear_pierc": 72, "headband": 72, "ring": 72, "under_mouth": 72, "freckl": 72, "lip": 72, "eyelin": 72, "eyeshadow": 72, "tassel": 72, "whitelist_suffix": 72, "whitelist_prefix": 72, "whitelist_word": 72, "suffix": [72, 77], "pool": 72, "whitelist": 72, "blacklist": [72, 76, 105], "singular": 72, "plural": 72, "chair": 72, "whole": 72, "word": 72, "hear": 72, "72": 72, "outdat": 73, "anymor": 73, "baselin": 73, "practic": 73, "use_real_nam": [73, 78], "general_threshold": [73, 74, 81], "character_threshold": [73, 74, 81], "drop_overlap": [73, 74, 78, 81], "real": [73, 78, 95, 105], "renam": [73, 78], "redirect": [73, 78], "mani": [73, 78], "websit": [73, 78], "rate": [73, 74, 81, 93, 95, 105], "char": [73, 74, 81], "9897817373275757": 73, "question": [73, 74, 81, 93], "010265946388244629": 73, "explicit": [73, 74, 81, 93], "2809715270996094e": 73, "9939777851104736": 73, "5032387375831604": 73, "black_bord": 73, "9943548440933228": 73, "black_glov": [73, 74, 78, 81], "5011609792709351": 73, "blue_ski": [73, 74, 78, 81], "6877802610397339": 73, "5543792843818665": 73, "8268730640411377": 73, "cloud": [73, 74, 78, 81], "8504303693771362": 73, "cowboy_shot": [73, 74, 78, 81], "6008237600326538": 73, "crop_top": [73, 74, 78, 81], "6635787487030029": 73, "dai": [73, 74, 78, 81], "8496965765953064": 73, "glove": [73, 74, 78, 81], "6107005476951599": 73, "hair_between_ey": [73, 74, 78, 81], "668294370174408": 73, "5619469285011292": 73, "holding_baseball_bat": [73, 74, 78, 81], "5141720771789551": 73, "letterbox": 73, "long_hair": [73, 74, 78, 80, 81], "9884189963340759": 73, "looking_at_view": [73, 74, 78, 81], "5673105120658875": 73, "midriff": [73, 74, 78, 81], "6290556192398071": 73, "navel": [73, 74, 78, 81], "9631235003471375": 73, "no_hat": [73, 74, 78], "7978747487068176": 73, "no_headwear": [73, 74, 78, 81], "7577926516532898": 73, "outdoor": [73, 74, 78, 81], "7118550539016724": 73, "5452839136123657": 73, "pillarbox": 73, "9841411709785461": 73, "red_ey": [73, 74, 78, 81], "958786129951477": 73, "shirt": [73, 74, 78, 81], "6720131039619446": 73, "short_sleev": [73, 74, 78, 81], "7077711820602417": 73, "silver_hair": [73, 74, 78], "6673924326896667": 73, "sky": [73, 74, 78, 81], "8709812760353088": 73, "9614333510398865": 73, "sportswear": [73, 74, 78, 81], "7786177396774292": 73, "6842771172523499": 73, "sweat": [73, 74, 78, 81], "9076308012008667": 73, "thigh": [73, 74, 78, 81], "580970823764801": 73, "skadi_": [73, 74, 81], "arknight": [73, 74, 81], "9633345007896423": 73, "9988503456115723": 73, "001651763916015625": 73, "00012505054473876953": 73, "9829280972480774": 73, "894218385219574": 73, "8733789920806885": 73, "backpack": [73, 74, 78, 81], "6322951316833496": 73, "9987058639526367": 73, "bag_charm": [73, 74], "9754379987716675": 73, "6810564994812012": 73, "9708781838417053": 73, "6356008052825928": 73, "5633733868598938": 73, "brick_wal": 73, "5315935611724854": 73, "brown_hair": [73, 74, 78, 81], "9397273659706116": 73, "9229896664619446": 73, "charm_": [73, 74], "9006357789039612": 73, "citi": 73, "9020784497261047": 73, "cityscap": 73, "9547432661056519": 73, "5296419262886047": 73, "8253412246704102": 73, "5619839429855347": 73, "hair_flow": [73, 74, 78, 81], "8277763724327087": 73, "hair_orna": [73, 74, 78, 81], "9356368780136108": 73, "hair_ribbon": [73, 74, 78], "5288072824478149": 73, "jacket": [73, 74, 78, 81], "6336134076118469": 73, "9703260064125061": 73, "8188960552215576": 73, "phone_screen": 73, "9579574465751648": 73, "9954615235328674": 73, "plaid": [73, 74, 78], "9725285172462463": 73, "plaid_skirt": [73, 74, 78], "9638455510139465": 73, "pleated_skirt": [73, 74, 78, 81], "7226815819740295": 73, "5321241021156311": 73, "red_nail": [73, 78], "5493080615997314": 73, "school_bag": [73, 74], "9863407611846924": 73, "school_uniform": [73, 74, 78, 81], "6794284582138062": 73, "5062428116798401": 73, "shoulder_bag": 73, "9325523972511292": 73, "skirt": [73, 74, 78, 81], "92237788438797": 73, "skyscrap": 73, "7728171348571777": 73, "sleeves_past_wrist": [73, 74, 78], "7257086038589478": 73, "smile": [73, 74, 78, 81], "5357837080955505": 73, "6939404010772705": 73, "7054293155670166": 73, "tongu": [73, 74, 78, 81], "9990814924240112": 73, "tongue_out": [73, 74, 78, 81], "9992498755455017": 73, "5012534260749817": 73, "very_long_hair": [73, 74, 78, 80, 81], "7461410164833069": 73, "lagpixellol": 74, "deepgelbooru_onnx": 74, "categori": [74, 89, 97], "dim": [74, 81], "9986732006072998": 74, "0013858973979949951": 74, "315376281738281e": 74, "9972434639930725": 74, "basebal": [74, 81], "5982598662376404": 74, "baseball_bat": [74, 78, 81], "6429562568664551": 74, "bike_short": 74, "36296138167381287": 74, "8308937549591064": 74, "black_shirt": [74, 78, 81], "7388008832931519": 74, "6039759516716003": 74, "30909663438796997": 74, "9694308042526245": 74, "6422968506813049": 74, "5898381471633911": 74, "8145260810852051": 74, "652222216129303": 74, "dolphin_short": 74, "466494083404541": 74, "7183809280395508": 74, "6753682494163513": 74, "7302790880203247": 74, "6649775505065918": 74, "large_breast": [74, 78, 81], "8446108102798462": 74, "98187655210495": 74, "8140730857849121": 74, "6360533833503723": 74, "9635934829711914": 74, "33370012044906616": 74, "44239571690559387": 74, "7891374826431274": 74, "6471294164657593": 74, "9958090782165527": 74, "8736815452575684": 74, "872096061706543": 74, "5640895366668701": 74, "5049663186073303": 74, "8832778930664062": 74, "9687467813491821": 74, "sports_bra": 74, "3659853935241699": 74, "9309735298156738": 74, "49939480423927307": 74, "stomach": [74, 78, 81], "446407288312912": 74, "809670090675354": 74, "6560589075088501": 74, "47956040501594543": 74, "9832853674888611": 74, "9994162321090698": 74, "0008397102355957031": 74, "00035390257835388184": 74, "9926226139068604": 74, "899387001991272": 74, "34215790033340454": 74, "5701972246170044": 74, "9512913227081299": 74, "6664570569992065": 74, "5614628791809082": 74, "33615976572036743": 74, "5770801305770874": 74, "987317681312561": 74, "37286585569381714": 74, "cardigan": [74, 78], "36409223079681396": 74, "7329680919647217": 74, "collared_shirt": [74, 78], "5924292206764221": 74, "4344901144504547": 74, "7465001344680786": 74, "5225946307182312": 74, "6976451873779297": 74, "9265321493148804": 74, "34527891874313354": 74, "6675043106079102": 74, "9096828699111938": 74, "long_sleev": [74, 78, 81], "41341525316238403": 74, "8418735265731812": 74, "miniskirt": [74, 78], "3675632178783417": 74, "nail_polish": [74, 78], "5284417867660522": 74, "open_cloth": [74, 78], "30296844244003296": 74, "48789578676223755": 74, "36596980690956116": 74, "7759367227554321": 74, "6535028219223022": 74, "8975257873535156": 74, "36911237239837646": 74, "4171145558357239": 74, "3942635953426361": 74, "6772940754890442": 74, "9397937655448914": 74, "5207280516624451": 74, "4673041105270386": 74, "9118321537971497": 74, "9967410564422607": 74, "9970728158950806": 74, "8419480323791504": 74, "6489560604095459": 74, "white_shirt": [74, 78], "6217572689056396": 74, "underscor": [75, 81], "convent": 75, "restor": [75, 105], "use_spac": 75, "use_escap": 75, "include_scor": 75, "score_descend": 75, "_": 75, "escap": 75, "unsaf": 75, "sort": [75, 79], "descend": 75, "panty_pul": 75, "6826801300048828": 75, "958938717842102": 75, "drinking_glass": 75, "9340789318084717": 75, "areola_slip": 75, "41196826100349426": 75, "9988248348236084": 75, "drink": 75, "pull": 75, "areola": 75, "999": 75, "959": 75, "934": 75, "683": 75, "412": 75, "mldanbooru": [76, 105], "get_mldanbooru_tag": 76, "wd14": [76, 78, 105], "get_wd14_tag": [76, 78], "convert_wd14_emb_to_predict": 76, "denormalize_wd14_emb": 76, "deepdanbooru": [76, 78, 105], "get_deepdanbooru_tag": [76, 78], "deepgelbooru": [76, 105], "get_deepgelbooru_tag": 76, "add_underlin": 76, "remove_underlin": 76, "tags_to_text": 76, "drop_overlap_tag": 76, "is_blacklist": 76, "drop_blacklisted_tag": 76, "char_whitelist_suffix": 76, "char_whitelist_prefix": 76, "char_whitelist_word": 76, "char_suffix": 76, "char_prefix": 76, "charactertagpool": 76, "is_basic_character_tag": 76, "drop_basic_character_tag": 76, "sort_tag": 76, "tag_match_suffix": 76, "tag_match_prefix": 76, "tag_match_ful": 76, "t1": 77, "t2": 77, "fulli": 77, "ml": 78, "448": 78, "keep_ratio": 78, "9999984502792358": [78, 100], "9999946355819702": 78, "9994951486587524": 78, "998144268989563": 78, "9978417158126831": 78, "9941409230232239": 78, "9799384474754333": 78, "979142427444458": 78, "961823582649231": 78, "961323618888855": 78, "9490893483161926": 78, "9450850486755371": 78, "9425153136253357": 78, "9409335255622864": 78, "9319437146186829": 78, "9265308976173401": 78, "9259042143821716": 78, "922250509262085": 78, "9199565052986145": 78, "9175475835800171": 78, "9102761745452881": 78, "9076938629150391": 78, "9052775502204895": 78, "8938589692115784": 78, "8894285559654236": 78, "8891903162002563": 78, "8845980763435364": 78, "8842408061027527": 78, "8659475445747375": 78, "862621009349823": 78, "8616052865982056": 78, "8562789559364319": 78, "short_short": [78, 81], "8555729389190674": 78, "8533340096473694": 78, "black_short": [78, 81], "8477485775947571": 78, "8430152535438538": 78, "tied_long_hair": [78, 81], "8340626955032349": 78, "crop_top_overhang": 78, "8266023397445679": 78, "8222048282623291": 78, "8202669620513916": 78, "8061150312423706": 78, "ass_visible_through_thigh": [78, 81], "7803354859352112": 78, "thigh_gap": [78, 81], "7789446711540222": 78, "arms_up": 78, "7052110433578491": 78, "9999866485595703": 78, "997043788433075": 78, "9969649910926819": 78, "9957101345062256": 78, "9928386807441711": 78, "9886980056762695": 78, "9864778518676758": 78, "ghost": [78, 81], "9769423007965088": 78, "9747489094734192": 78, "9736957550048828": 78, "9388670325279236": 78, "9356311559677124": 78, "91000896692276": 78, "8955123424530029": 78, "8910233378410339": 78, "8904104828834534": 78, "8881211280822754": 78, "8876776695251465": 78, "8864808678627014": 78, "8810517191886902": 78, "8798807263374329": 78, "8765745162963867": 78, "8737136125564575": 78, "8650439381599426": 78, "8613706827163696": 78, "blue_cardigan": 78, "8571277260780334": 78, "8333670496940613": 78, "8160212635993958": 78, "eyebrows_visible_through_hair": 78, "8122442364692688": 78, "8091571927070618": 78, "8082079887390137": 78, "8048468232154846": 78, "8042327165603638": 78, "7984272241592407": 78, "blazer": [78, 81], "794708251953125": 78, "78981614112854": 78, "7892146110534668": 78, "shaped_pupil": [78, 81], "7867060899734497": 78, "gradient_hair": 78, "786359965801239": 78, "7790888547897339": 78, "brown_skirt": 78, "7760675549507141": 78, "774523913860321": 78, "7721588015556335": 78, "7697228789329529": 78, "755959689617157": 78, "multicolored_hair": 78, "7477189898490906": 78, "7476690411567688": 78, "rail": 78, "7476617693901062": 78, "blue_jacket": 78, "7458406090736389": 78, "741143524646759": 78, "7364678978919983": 78, "7193643450737": 78, "red_neckwear": 78, "7108616828918457": 78, "7086325287818909": 78, "7055293321609497": 78, "7039415836334229": 78, "7018357515335083": 78, "shuffl": 79, "count": [79, 106, 107], "2boi": 79, "cat_ear": 79, "uniqu": 79, "8849405313291128": 80, "8548297594823425": 80, "03910296474461261": 80, "6615180440330748": 80, "21552028866308015": 80, "3165260620737027": 80, "47744464927382957": 80, "tagger": 81, "smilingwolf": 81, "wd": 81, "swinv2_v3": 81, "general_mcut_en": 81, "character_mcut_en": 81, "no_underlin": 81, "mcut": 81, "replac": 81, "index": [81, 108], "follw": 81, "valuabl": 81, "enabl": 81, "rapid": 81, "queri": 81, "0011444687843322754": 81, "8876402974128723": 81, "106781005859375": 81, "000277101993560791": 81, "997527003288269": 81, "9797663688659668": 81, "9905703663825989": 81, "9761719703674316": 81, "8981098532676697": 81, "8810765743255615": 81, "9498510360717773": 81, "8377365469932556": 81, "945058286190033": 81, "9457170367240906": 81, "969594419002533": 81, "7881088852882385": 81, "7687551379203796": 81, "9301245212554932": 81, "6703325510025024": 81, "white_hair": 81, "5292627811431885": 81, "8677047491073608": 81, "grey_hair": 81, "5859264731407166": 81, "9536856412887573": 81, "8056888580322266": 81, "8394746780395508": 81, "9473626613616943": 81, "8986269235610962": 81, "9385137557983398": 81, "8408567905426025": 81, "alternate_costum": 81, "4245271384716034": 81, "931140661239624": 81, "8830795884132385": 81, "7279844284057617": 81, "artist_nam": 81, "5333830714225769": 81, "64717698097229": 81, "9516432285308838": 81, "9655293226242065": 81, "9485014081001282": 81, "7366660833358765": 81, "7161656618118286": 81, "5858667492866516": 81, "6186309456825256": 81, "41193312406539917": 81, "467605859041214": 81, "36282333731651306": 81, "3756745457649231": 81, "motion_blur": 81, "5091936588287354": 81, "951993465423584": 81, "5634750723838806": 81, "8232709169387817": 81, "9869340658187866": 81, "49491602182388306": 81, "5193622708320618": 81, "003406703472137451": 81, "0007208287715911865": 81, "9798132181167603": 81, "8046203851699829": 81, "7596215009689331": 81, "7620116472244263": 81, "46084529161453247": 81, "48454540967941284": 81, "5152207016944885": 81, "8023070096969604": 81, "8653596639633179": 81, "7201820611953735": 81, "7816740870475769": 81, "697688639163971": 81, "8974947333335876": 81, "7491052746772766": 81, "5015512704849243": 81, "6401398181915283": 81, "43420469760894775": 81, "4528769850730896": 81, "5730487704277039": 81, "6739872694015503": 81, "5545973181724548": 81, "6946243047714233": 81, "5487751364707947": 81, "7439308166503906": 81, "4186026453971863": 81, "47378358244895935": 81, "4690653085708618": 81, "7565015554428101": 81, "hu_tao_": 81, "genshin_impact": 81, "9262397289276123": 81, "boo_tao_": 81, "942080020904541": 81, "denorm": 81, "denormalizer_nam": 81, "mnum2_al": 81, "understand": 81, "redund": 81, "structur": [81, 105], "b": 81, "r": [81, 93, 99], "c": 81, "linalg": 81, "norm": 81, "approx": [81, 82], "1e": 81, "cdc_anime_onnx": 82, "realli": 82, "As": [82, 93, 99], "1024x1024": 82, "2060": 82, "gpu": 82, "cost": 82, "cpu": [82, 87, 106, 107], "experi": 82, "hgsr": 82, "mhr": 82, "aug_x4_320": 82, "cute_waifu_aroma": 82, "pngimageplugin": 82, "pngimagefil": 82, "1168x1168": 82, "0x7f0e8ca06880": 82, "4672x4672": 82, "0x7f0e48edb640": 82, "cdc": [83, 105], "upscale_with_cdc": 83, "lru_cach": 84, "wrap": 84, "synchron": 84, "prevent": 84, "race": 84, "condit": 84, "maxsiz": 84, "expensive_funct": 84, "expens": 84, "lock": [84, 104], "safeti": [84, 101], "multithread": 84, "my_funct": 84, "introduc": 84, "acquisit": 84, "critic": 84, "mathemat": 85, "activ": 85, "deep": 85, "problem": [85, 93, 99], "input_valu": 85, "frac": 85, "26894142": 85, "73105858": 85, "ts_lru_cach": 86, "get_onnx_provid": 86, "open_onnx_model": 86, "cudaexecutionprovid": 87, "cpuexecutionprovid": 87, "ckpt": 87, "inferencesess": 87, "onnx_mod": 87, "decid": 87, "linux": [87, 106, 107], "execut": [87, 106, 107], "ignor": 87, "cuda": [87, 106, 107], "forc": 87, "anime_ai_check": 88, "mobilenetv3_sce_dist": [88, 99, 103], "mainli": 88, "caformer_s36_plus_sc": 88, "graph": 88, "9996960163116455": 88, "9999125003814697": 88, "997803270816803": 88, "9960069060325623": 88, "9887709021568298": 88, "9998629093170166": 88, "0013722758740186691": 88, "00020673229300882667": 88, "0001895089662866667": 88, "0008857478387653828": 88, "552320024231449e": 88, "001168627175502479": 88, "bangumi": [89, 90], "vision": 89, "imageri": 89, "bangumi_char_typ": 89, "definit": [89, 96], "video": 89, "secondari": 89, "often": 89, "lack": 89, "lead": 89, "under": [89, 108], "three": 89, "judg": 89, "anime_portrait": [89, 95], "mobilenetv3_v0_dist": [89, 98, 102, 103], "9998525381088257": 89, "00012103465269319713": 89, "6464786313008517e": 89, "906112609314732e": 89, "06": [89, 90, 92, 97, 98, 99, 100, 102], "9997243285179138": 89, "0002490800397936255": 89, "7215803381986916e": 89, "354368557978887e": 89, "9998849630355835": 89, "90006631379947e": 89, "3920385754317977e": 89, "2084233276254963e": 89, "9998877048492432": 89, "732793503440917e": 89, "4264976925915107e": 89, "0623419257171918e": 89, "07076334953308105": 89, "9290977716445923": 89, "0001044218079186976": 89, "4467317163944244e": 89, "2568268832401372e": 89, "9999498128890991": 89, "1810528778587468e": 89, "879474429093534e": 89, "260669109295122e": 89, "9999510049819946": 89, "2321036592766177e": 89, "025227553938748e": 89, "4251427273848094e": 89, "999957799911499": 89, "4273678718600422e": 89, "6884023302263813e": 89, "880981603288092e": 89, "0002326338435523212": 89, "9996368885040283": 89, "164971561403945e": 89, "00020793956355191767": 89, "13438372313976288": 89, "8652494549751282": 89, "000158855298650451": 89, "000238816806813702": 89, "3589179217815399": 89, "6406960487365723": 89, "0001471740542910993": 89, "002255884697660804": 89, "08208147436380386": 89, "9152728915214539": 89, "00038967153523117304": 89, "227699592884164e": 89, "0835404282261152e": 89, "1437502406770363e": 89, "9999284744262695": 89, "2125529792683665e": 89, "0218892384727951e": 89, "00011914174683624879": 89, "9998584985733032": 89, "2007669283775613e": 89, "6357082131435163e": 89, "3068713896209374e": 89, "9999185800552368": 89, "066640925273532e": 89, "529400813335087e": 89, "089402500540018e": 89, "9999388456344604": 89, "6406959295272827": 89, "not_paint": 90, "anime_classif": 90, "older": 90, "mobilenetv3_v1": [90, 100], "5_dist": 90, "3_dist": 90, "plot": [90, 93, 99, 103], "caformer_s36_v1": 90, "3_focal": 90, "8346158862113953": 90, "004201625939458609": 90, "0028638991061598063": 90, "15633030235767365": 90, "001988308737054467": 90, "9868855476379395": 90, "001178382197394967": 90, "00015886101755313575": 90, "0005986307514831424": 90, "011178601533174515": 90, "9933090209960938": 90, "0012440024875104427": 90, "00040085514774546027": 90, "004924307577311993": 90, "00012189441622467712": 90, "00031298911198973656": 90, "9968050718307495": 90, "182305903872475e": 90, "0027923565357923508": 90, "7805559259140864e": 90, "0004650334012694657": 90, "996709942817688": 90, "736721191671677e": 90, "0027629584074020386": 90, "4619508621981367e": 90, "0003803370927926153": 90, "998649537563324": 90, "190127922105603e": 90, "0008622839814051986": 90, "595230686594732e": 90, "0004573142796289176": 90, "00031435859273187816": 90, "8671838641166687": 90, "13199880719184875": 90, "563074617180973e": 90, "153919796110131e": 90, "290010737255216e": 90, "9727378487586975": 90, "027150526642799377": 90, "162296004826203e": 90, "4933258828241378e": 90, "0004275702522136271": 90, "995402455329895": 90, "002233930164948106": 90, "001911122351884842": 90, "1603819727897644": 90, "0007561995880678296": 90, "00017044576816260815": 90, "838487982749939": 90, "0002034590725088492": 90, "005001617129892111": 90, "000932251859921962": 90, "009352140128612518": 90, "9846979379653931": 90, "6018555470509455e": 90, "004064667969942093": 90, "464051254326478e": 90, "025772539898753166": 90, "9699516296386719": 90, "00011656546121230349": 90, "287263775244355e": 90, "370255853951676e": 90, "01098843663930893": 90, "0031668643932789564": 90, "9857884049415588": 90, "499273488065228e": 90, "8419872251106426e": 90, "0003471920208539814": 90, "029472889378666878": 90, "9700765609741211": 90, "0012387704337015748": 90, "001172148622572422": 90, "787473391043022e": 90, "003680602880194783": 90, "9938107132911682": 90, "8346157073974609": 90, "8671836853027344": 90, "8384883403778076": 90, "9846979975700378": 90, "9700766801834106": 90, "greyscal": 91, "jpeg_ful": [91, 104], "6125901": 91, "6125785": [91, 104], "6124220": 91, "rough": [92, 93, 99], "polish": 92, "mobilenetv3_v2": 92, "2_dist": [92, 100], "910087929805741e": 92, "1241951510310173": 92, "8757457137107849": 92, "00018937293498311192": 92, "030049214139580727": 92, "9697614312171936": 92, "008933082222938538": 92, "05096456781029701": 92, "9401022791862488": 92, "009832272306084633": 92, "9898634552955627": 92, "00030428936588577926": 92, "013919820077717304": 92, "9819902181625366": 92, "004089969675987959": 92, "04166747257113457": 92, "9582782983779907": 92, "4218515288084745e": 92, "8849249482154846": 92, "1149177998304367": 92, "0001573085755808279": 92, "9907882809638977": 92, "008958994410932064": 92, "0002527958422433585": 92, "9831690788269043": 92, "01682441122829914": 92, "613856385229155e": 92, "8757458329200745": 92, "8849248290061951": 92, "million": 93, "anime_r": [93, 95], "boundari": [93, 99], "challeng": [93, 99], "clean": [93, 99], "judgment": [93, 99], "intend": [93, 99], "quick": [93, 99, 105], "estim": [93, 99], "basi": [93, 99], "mobilenetv3_large_100_v0_ls0": 93, "caformer_s36_v0_ls0": 93, "7508869767189026": 93, "7034655809402466": 93, "728887677192688": 93, "7404400110244751": 93, "7446154952049255": 93, "7514738440513611": 93, "768704354763031": 93, "8219676613807678": 93, "7267540693283081": 93, "7645740509033203": 93, "7216582894325256": 93, "7615436315536499": 93, "815083920955658": 93, "8321858644485474": 93, "8204999566078186": 93, "820833146572113": 93, "chdir": 93, "doc": 93, "api_doc": 93, "7508870363235474": 93, "11212056130170822": 93, "06781744956970215": 93, "06917501986026764": 93, "7034654021263123": 93, "15903906524181366": 93, "06688199192285538": 93, "07061357796192169": 93, "7288877964019775": 93, "1476859599351883": 93, "060362350195646286": 93, "06306383013725281": 93, "7404399514198303": 93, "10337048768997192": 93, "08087948709726334": 93, "07530999928712845": 93, "055992450565099716": 93, "7446154356002808": 93, "13191790878772736": 93, "06747424602508545": 93, "06458679586648941": 93, "10566363483667374": 93, "07827574014663696": 93, "07079866528511047": 93, "7687042951583862": 93, "09974884241819382": 93, "06074819341301918": 93, "050435908138751984": 93, "8219675421714783": 93, "0593985915184021": 93, "06819795072078705": 93, "06569571048021317": 93, "1177448257803917": 93, "726753830909729": 93, "08980562537908554": 93, "06481882929801941": 93, "06922297924757004": 93, "10138414055109024": 93, "06351721286773682": 93, "07683827728033066": 93, "13798624277114868": 93, "05942752957344055": 93, "10584963858127594": 93, "7615437507629395": 93, "07317910343408585": 93, "060196295380592346": 93, "06751583516597748": 93, "0572039857506752": 93, "05398125201463699": 93, "06124086305499077": 93, "0525919646024704": 93, "8321859240531921": 93, "05922013148665428": 93, "06274889409542084": 93, "057530902326107025": 93, "8205001354217529": 93, "05683052912354469": 93, "06635929644107819": 93, "05597696080803871": 93, "8208332657814026": 93, "non_furri": 94, "mobilenetv3_v0": 94, "1_dist": 94, "9898804426193237": 94, "010119626298546791": 94, "9677742123603821": 94, "032225821167230606": 94, "959551215171814": 94, "040448784828186035": 94, "9535530209541321": 94, "04644693806767464": 94, "04358793422579765": 94, "9564120769500732": 94, "02767963521182537": 94, "9723203182220459": 94, "028900373727083206": 94, "9710996150970459": 94, "037573859095573425": 94, "9624261260032654": 94, "aicheck": [95, 105], "get_ai_created_scor": 95, "is_ai_cr": 95, "bangumi_char": [95, 105], "anime_bangumi_char_scor": 95, "anime_bangumi_char": 95, "anime_classify_scor": 95, "anime_classifi": 95, "is_greyscal": 95, "anime_completeness_scor": 95, "anime_complet": 95, "dbrate": [95, 105], "anime_dbrating_scor": 95, "anime_dbr": 95, "furri": [95, 105], "anime_furry_scor": 95, "anime_furri": 95, "get_monochrome_scor": 95, "is_monochrom": 95, "nsfw_pred_scor": 95, "nsfw_pred": 95, "portrait": [95, 105], "anime_portrait_scor": 95, "anime_rating_scor": 95, "anime_real_scor": 95, "safe_check_scor": 95, "safe_check": 95, "style_ag": [95, 105], "anime_style_age_scor": 95, "anime_style_ag": 95, "teen": [95, 105], "anime_teen_scor": 95, "anime_teen": 95, "is_truncated_fil": 95, "screen": 96, "row": 96, "bottom": 96, "grayscal": 96, "monochrome_detect": 96, "mobilenetv3_large_100_dist_safe2": 96, "mobilenetv3_dist": 96, "caformer_s36": 96, "mono": 96, "9614395499229431": 96, "9458909034729004": 96, "9559807777404785": 96, "9651952981948853": 96, "9379720687866211": 96, "8814834356307983": 96, "03941023349761963": 96, "07492382079362869": 96, "09546589106321335": 96, "016521310433745384": 96, "005693843588232994": 96, "0315730981528759": 96, "Not": 97, "five": 97, "hentai": 97, "neutral": 97, "porn": 97, "sexi": 97, "infinit": 97, "nsfwj": 97, "tfj": 97, "mobil": 97, "9970946311950684": 97, "00198739324696362": 97, "000894528697244823": 97, "4315058251668233e": 97, "099447197513655e": 97, "9282580614089966": 97, "061733175069093704": 97, "008979619480669498": 97, "0007789491210132837": 97, "0002501663693692535": 97, "7945129871368408": 97, "2044062316417694": 97, "0005603990866802633": 97, "0004847997915931046": 97, "564094367902726e": 97, "7977773547172546": 97, "01352313905954361": 97, "18791256844997406": 97, "0004888656549155712": 97, "00029804420773871243": 97, "04498734697699547": 97, "9509441256523132": 97, "4087972633424215e": 97, "003999904729425907": 97, "4542059185914695e": 97, "002892113756388426": 97, "982390284538269": 97, "02520776737947e": 97, "014633022248744965": 97, "858086610212922e": 97, "002532319398596883": 97, "9887337684631348": 97, "231979568838142e": 97, "008699454367160797": 97, "8187158022774383e": 97, "03564726561307907": 97, "954788088798523": 97, "343036850215867e": 97, "009289607405662537": 97, "00020158555707894266": 97, "006372362840920687": 97, "006019102409482002": 97, "9694945812225342": 97, "015214097686111927": 97, "002899901708588004": 97, "0004039364866912365": 97, "00012730166781693697": 97, "987038791179657": 97, "007135333959013224": 97, "005294707603752613": 97, "06964848190546036": 97, "0014777459437027574": 97, "9276643395423889": 97, "0003031621454283595": 97, "0009063396137207747": 97, "00028707628371194005": 97, "00010888021643040702": 97, "9992460012435913": 97, "00015473493840545416": 97, "0002033217460848391": 97, "563037691696081e": 97, "008058490231633186": 97, "00044566826545633376": 97, "937960684299469": 97, "05353058874607086": 97, "364063445587817e": 97, "00562260951846838": 97, "00012077406427124515": 97, "9897090792655945": 97, "004547217860817909": 97, "564737981942017e": 97, "016690678894519806": 97, "001258736359886825": 97, "9766013622283936": 97, "005440687295049429": 97, "4481674952548929e": 97, "01861923187971115": 97, "0008914825739338994": 97, "9674761295318604": 97, "012998746708035469": 97, "691116141155362e": 97, "0007601747056469321": 97, "0005019629606977105": 97, "039504989981651306": 97, "9591660499572754": 97, "0001652583305258304": 97, "0002614929690025747": 97, "020374108105897903": 97, "029394468292593956": 97, "9498046040534973": 97, "00016299057460855693": 97, "004782819654792547": 97, "002861740067601204": 97, "12280157208442688": 97, "8693908452987671": 97, "0001731760276015848": 97, "304211274255067e": 97, "03286275267601013": 97, "010648751631379128": 97, "9562522172927856": 97, "999900221824646": 98, "645313209854066e": 98, "3387104445428122e": 98, "9999704360961914": 98, "4465465685352683e": 98, "071506166132167e": 98, "9999785423278809": 98, "512719154561637e": 98, "292278612818336e": 98, "919455750496127e": 98, "9999444484710693": 98, "3647335082350764e": 98, "0555699191172607e": 98, "9999880790710449": 98, "3210242286731955e": 98, "7451418898417614e": 98, "9999822378158569": 98, "2084267331811134e": 98, "7460413321023225e": 98, "1532473820352607e": 98, "9999996423721313": 98, "0316136922483565e": 98, "840229633236049e": 98, "9999998807907104": [98, 99], "736660568800289e": 98, "199210472208506e": 98, "9999992847442627": 98, "r15": 99, "r18": 99, "sankaku": 99, "mobilenetv3_v1_pruned_ls0": 99, "caformer_s36_plu": [99, 103], "5863172936624323e": 99, "480062353375615e": 99, "9924363493919373": 99, "007255776319652796": 99, "0003077814180869609": 99, "996969997882843": 99, "0030054834205657244": 99, "4601260520284995e": 99, "9966891407966614": 99, "003293127752840519": 99, "770909148035571e": 99, "00025384966284036636": 99, "9996721744537354": 99, "399192691082135e": 99, "973351603141055e": 99, "9998563528060913": 99, "391309580067173e": 99, "0018681309884414077": 99, "9827859997749329": 99, "015345841646194458": 99, "013710384257137775": 99, "8339558839797974": 99, "15233369171619415": 99, "951323833462084e": 99, "00029566374723799527": 99, "9997004270553589": 99, "00018434497178532183": 99, "568440272123553e": 99, "9997699856758118": 99, "11225129129889e": 99, "051862899563275e": 99, "9999485015869141": 99, "902020231791539e": 99, "0005639699520543218": 99, "9994290471076965": 99, "anime_real_cl": 100, "4_dist": 100, "9999716281890869": 100, "8398366339388303e": 100, "9992202520370483": 100, "0007797438884153962": 100, "9999709129333496": 100, "905452492996119e": 100, "9999765157699585": 100, "3499671442550607e": 100, "9994087219238281": 100, "0005913018831051886": 100, "9999759197235107": 100, "4061362637439743e": 100, "9999052286148071": 100, "475799015490338e": 100, "403173675702419e": 100, "5848207794988411e": 100, "0010207017185166478": 100, "9989792704582214": 100, "2124368115328252e": 100, "9999977350234985": 100, "6512358342879452e": 100, "9999834299087524": 100, "359853614412714e": 100, "9999936819076538": 100, "600314317329321e": 100, "9999840259552002": 100, "5589323083986528e": 100, "9999843835830688": 100, "5513256585109048e": 100, "9999845027923584": 100, "pollut": 101, "shit": 101, "checker": 101, "mobilenet": 101, "v2": 101, "max_batch_s": 101, "1970": 102, "1980": 102, "1990": 102, "2000": 102, "2010": 102, "2015": 102, "2020": 102, "ag": 102, "9805465340614319": 102, "761269782553427e": 102, "0005044879508204758": 102, "01569165475666523": 102, "002850610064342618": 102, "00037849770160391927": 102, "9434612113400362e": 102, "053497342392802e": 102, "9992554783821106": 102, "0006490182713605464": 102, "8857468805654207e": 102, "317252262353577e": 102, "314484721769986e": 102, "0750001138148946e": 102, "706833609205205e": 102, "00034479793976061046": 102, "9995512366294861": 102, "391363472677767e": 102, "4607510820496827e": 102, "0679690351244062e": 102, "661913514311891e": 102, "757471131393686e": 102, "0744897230761126e": 102, "76177470368566e": 102, "9996387958526611": 102, "160279296338558e": 102, "00013228354509919882": 102, "1361367038916796e": 102, "464057489414699e": 102, "2412899599876255e": 102, "703883653040975e": 102, "127358498517424e": 102, "9973921775817871": 102, "0022309015039354563": 102, "00018872201326303184": 102, "780902943617548e": 102, "422096920578042e": 102, "638929097680375e": 102, "152203023797483e": 102, "00028818511054851115": 102, "9996094107627869": 102, "58777353237383e": 102, "9200742826797068e": 102, "00017117452807724476": 102, "518441947875544e": 102, "885544381570071e": 102, "4389253010449465e": 102, "1696006772108376e": 102, "9996393918991089": 102, "contenti": 103, "safe_teen": 103, "non_teen": 103, "caformer_s36_v0": 103, "9998493194580078": 103, "0378791052498855e": 103, "00012023092131130397": 103, "9790042638778687": 103, "0017522255657240748": 103, "01924353837966919": 103, "9998124241828918": 103, "19778298237361e": 103, "0001456339523429051": 103, "0008521362324245274": 103, "9989691972732544": 103, "00017870066221803427": 103, "0992944781901315e": 103, "9994398951530457": 103, "0004991036257706583": 103, "2035720727872103e": 103, "9994019269943237": 103, "0005460577667690814": 103, "0478151529678144e": 103, "524079147609882e": 103, "999934196472168": 103, "786742884898558e": 103, "653994154883549e": 103, "9998156428337097": 103, "0001218809193233028": 103, "00013706681784242392": 103, "9997410178184509": 103, "jpeg_trunc": 104, "2216614_truncat": 104, "imagefil": 104, "load_truncated_imag": 104, "ascii": 105, "metric": 105, "list_det_model": 105, "list_rec_model": 105, "sd": 105, "tag": 105, "platform": [106, 107], "shutil": [106, 107], "cpuinfo": [106, 107], "psutil": [106, 107], "hbutil": [106, 107], "size_to_bytes_str": [106, 107], "python_implement": [106, 107], "python_vers": [106, 107], "brand": [106, 107], "get_cpu_info": [106, 107], "brand_raw": [106, 107], "cpu_count": [106, 107], "freq": [106, 107], "cpu_freq": [106, 107], "mhz": [106, 107], "virtual_memori": [106, 107], "precis": [106, 107], "ye": [106, 107], "nvidia": [106, 107], "smi": [106, 107], "1021": [106, 107], "azur": [106, 107], "x86_64": [106, 107], "glibc2": [106, 107], "cpython": [106, 107], "amd": [106, 107], "epyc": [106, 107], "7763": [106, 107], "3248": 106, "25775": 106, "615": [106, 107], "gib": [106, 107], "deploi": [106, 107], "action": [106, 107], "3112": 107, "87025": 107, "imgutil": 108, "pypi": 108, "simpli": 108, "newest": 108, "git": 108, "script": 108, "__name__": 108, "__main__": 108, "narugo1992": 108, "still": 108, "out": 108, "io": 108, "html": 108, "faq": 109}, "objects": {"imgutils": [[1, 0, 0, "-", "ascii"], [2, 0, 0, "-", "config"], [9, 0, 0, "-", "data"], [18, 0, 0, "-", "detect"], [25, 0, 0, "-", "edge"], [31, 0, 0, "-", "generic"], [35, 0, 0, "-", "metadata"], [40, 0, 0, "-", "metrics"], [44, 0, 0, "-", "ocr"], [48, 0, 0, "-", "operate"], [52, 0, 0, "-", "pose"], [55, 0, 0, "-", "preprocess"], [60, 0, 0, "-", "resource"], [62, 0, 0, "-", "restore"], [65, 0, 0, "-", "sd"], [69, 0, 0, "-", "segment"], [76, 0, 0, "-", "tagging"], [83, 0, 0, "-", "upscale"], [86, 0, 0, "-", "utils"], [95, 0, 0, "-", "validate"]], "imgutils.ascii": [[0, 0, 0, "-", "drawing"]], "imgutils.ascii.drawing": [[0, 1, 1, "", "ascii_drawing"]], "imgutils.config": [[3, 0, 0, "-", "meta"]], "imgutils.config.meta": [[3, 2, 1, "", "__AUTHOR_EMAIL__"], [3, 2, 1, "", "__AUTHOR__"], [3, 2, 1, "", "__DESCRIPTION__"], [3, 2, 1, "", "__TITLE__"], [3, 2, 1, "", "__VERSION__"]], "imgutils.data": [[4, 0, 0, "-", "background"], [5, 0, 0, "-", "blob"], [6, 0, 0, "-", "decode"], [7, 0, 0, "-", "encode"], [8, 0, 0, "-", "image"], [10, 0, 0, "-", "layer"]], "imgutils.data.background": [[4, 1, 1, "", "grid_background"], [4, 1, 1, "", "grid_transparent"]], "imgutils.data.blob": [[5, 1, 1, "", "is_valid_image_blob_url"], [5, 1, 1, "", "load_image_from_blob_url"], [5, 1, 1, "", "to_blob_url"]], "imgutils.data.decode": [[6, 1, 1, "", "rgb_decode"]], "imgutils.data.encode": [[7, 1, 1, "", "rgb_encode"]], "imgutils.data.image": [[8, 1, 1, "", "has_alpha_channel"], [8, 1, 1, "", "load_image"], [8, 1, 1, "", "load_images"]], "imgutils.data.layer": [[10, 1, 1, "", "istack"]], "imgutils.detect": [[11, 0, 0, "-", "booru_yolo"], [12, 0, 0, "-", "censor"], [13, 0, 0, "-", "eye"], [14, 0, 0, "-", "face"], [15, 0, 0, "-", "halfbody"], [16, 0, 0, "-", "hand"], [17, 0, 0, "-", "head"], [19, 0, 0, "-", "nudenet"], [20, 0, 0, "-", "person"], [21, 0, 0, "-", "similarity"], [22, 0, 0, "-", "text"], [23, 0, 0, "-", "visual"]], "imgutils.detect.booru_yolo": [[11, 1, 1, "", "detect_with_booru_yolo"]], "imgutils.detect.censor": [[12, 1, 1, "", "detect_censors"]], "imgutils.detect.eye": [[13, 1, 1, "", "detect_eyes"]], "imgutils.detect.face": [[14, 1, 1, "", "detect_faces"]], "imgutils.detect.halfbody": [[15, 1, 1, "", "detect_halfbody"]], "imgutils.detect.hand": [[16, 1, 1, "", "detect_hands"]], "imgutils.detect.head": [[17, 1, 1, "", "detect_heads"]], "imgutils.detect.nudenet": [[19, 1, 1, "", "detect_with_nudenet"]], "imgutils.detect.person": [[20, 1, 1, "", "detect_person"]], "imgutils.detect.similarity": [[21, 1, 1, "", "bboxes_similarity"], [21, 1, 1, "", "calculate_iou"], [21, 1, 1, "", "detection_similarity"]], "imgutils.detect.text": [[22, 1, 1, "", "detect_text"]], "imgutils.detect.visual": [[23, 1, 1, "", "detection_visualize"]], "imgutils.edge": [[24, 0, 0, "-", "canny"], [26, 0, 0, "-", "lineart"], [27, 0, 0, "-", "lineart_anime"]], "imgutils.edge.canny": [[24, 1, 1, "", "edge_image_with_canny"], [24, 1, 1, "", "get_edge_by_canny"]], "imgutils.edge.lineart": [[26, 1, 1, "", "edge_image_with_lineart"], [26, 1, 1, "", "get_edge_by_lineart"]], "imgutils.edge.lineart_anime": [[27, 1, 1, "", "edge_image_with_lineart_anime"], [27, 1, 1, "", "get_edge_by_lineart_anime"]], "imgutils.generic": [[28, 0, 0, "-", "classify"], [29, 0, 0, "-", "clip"], [30, 0, 0, "-", "enhance"], [32, 0, 0, "-", "siglip"], [33, 0, 0, "-", "yolo"]], "imgutils.generic.classify": [[28, 3, 1, "", "ClassifyModel"], [28, 1, 1, "", "classify_predict"], [28, 1, 1, "", "classify_predict_fmt"], [28, 1, 1, "", "classify_predict_score"]], "imgutils.generic.classify.ClassifyModel": [[28, 4, 1, "", "__init__"], [28, 4, 1, "", "clear"], [28, 4, 1, "", "launch_demo"], [28, 4, 1, "", "make_ui"], [28, 4, 1, "", "predict"], [28, 4, 1, "", "predict_fmt"], [28, 4, 1, "", "predict_score"]], "imgutils.generic.clip": [[29, 3, 1, "", "CLIPModel"], [29, 1, 1, "", "clip_image_encode"], [29, 1, 1, "", "clip_predict"], [29, 1, 1, "", "clip_text_encode"]], "imgutils.generic.clip.CLIPModel": [[29, 4, 1, "", "__init__"], [29, 4, 1, "", "clear"], [29, 4, 1, "", "image_encode"], [29, 4, 1, "", "launch_demo"], [29, 4, 1, "", "make_ui"], [29, 4, 1, "", "predict"], [29, 4, 1, "", "text_encode"]], "imgutils.generic.enhance": [[30, 3, 1, "", "ImageEnhancer"]], "imgutils.generic.enhance.ImageEnhancer": [[30, 4, 1, "", "__init__"], [30, 4, 1, "", "process"]], "imgutils.generic.siglip": [[32, 3, 1, "", "SigLIPModel"], [32, 1, 1, "", "siglip_image_encode"], [32, 1, 1, "", "siglip_predict"], [32, 1, 1, "", "siglip_text_encode"]], "imgutils.generic.siglip.SigLIPModel": [[32, 4, 1, "", "__init__"], [32, 4, 1, "", "clear"], [32, 4, 1, "", "image_encode"], [32, 4, 1, "", "launch_demo"], [32, 4, 1, "", "make_ui"], [32, 4, 1, "", "predict"], [32, 4, 1, "", "text_encode"]], "imgutils.generic.yolo": [[33, 3, 1, "", "YOLOModel"], [33, 1, 1, "", "yolo_predict"]], "imgutils.generic.yolo.YOLOModel": [[33, 4, 1, "", "__init__"], [33, 4, 1, "", "clear"], [33, 4, 1, "", "launch_demo"], [33, 4, 1, "", "make_ui"], [33, 4, 1, "", "predict"]], "imgutils.metadata": [[34, 0, 0, "-", "geninfo"], [36, 0, 0, "-", "lsb"]], "imgutils.metadata.geninfo": [[34, 1, 1, "", "read_geninfo_exif"], [34, 1, 1, "", "read_geninfo_gif"], [34, 1, 1, "", "read_geninfo_parameters"], [34, 1, 1, "", "write_geninfo_exif"], [34, 1, 1, "", "write_geninfo_gif"], [34, 1, 1, "", "write_geninfo_parameters"]], "imgutils.metadata.lsb": [[36, 3, 1, "", "ImageLsbDataExtractor"], [36, 3, 1, "", "LSBExtractor"], [36, 3, 1, "", "LSBReadError"], [36, 1, 1, "", "inject_data"], [36, 1, 1, "", "read_lsb_metadata"], [36, 1, 1, "", "read_lsb_raw_bytes"], [36, 1, 1, "", "serialize_json"], [36, 1, 1, "", "serialize_pnginfo"], [36, 1, 1, "", "write_lsb_metadata"], [36, 1, 1, "", "write_lsb_raw_bytes"]], "imgutils.metadata.lsb.ImageLsbDataExtractor": [[36, 4, 1, "", "__init__"], [36, 4, 1, "", "extract_data"]], "imgutils.metadata.lsb.LSBExtractor": [[36, 4, 1, "", "__init__"], [36, 4, 1, "", "get_next_n_bytes"], [36, 4, 1, "", "get_one_byte"], [36, 4, 1, "", "read_32bit_integer"]], "imgutils.metrics": [[37, 0, 0, "-", "aesthetic"], [38, 0, 0, "-", "ccip"], [39, 0, 0, "-", "dbaesthetic"], [41, 0, 0, "-", "laplacian"], [42, 0, 0, "-", "lpips"], [43, 0, 0, "-", "psnr_"]], "imgutils.metrics.aesthetic": [[37, 1, 1, "", "get_aesthetic_score"]], "imgutils.metrics.ccip": [[38, 1, 1, "", "ccip_batch_differences"], [38, 1, 1, "", "ccip_batch_extract_features"], [38, 1, 1, "", "ccip_batch_same"], [38, 1, 1, "", "ccip_clustering"], [38, 1, 1, "", "ccip_default_clustering_params"], [38, 1, 1, "", "ccip_default_threshold"], [38, 1, 1, "", "ccip_difference"], [38, 1, 1, "", "ccip_extract_feature"], [38, 1, 1, "", "ccip_merge"], [38, 1, 1, "", "ccip_same"]], "imgutils.metrics.dbaesthetic": [[39, 1, 1, "", "anime_dbaesthetic"]], "imgutils.metrics.laplacian": [[41, 1, 1, "", "laplacian_score"]], "imgutils.metrics.lpips": [[42, 1, 1, "", "lpips_clustering"], [42, 1, 1, "", "lpips_difference"], [42, 1, 1, "", "lpips_extract_feature"]], "imgutils.metrics.psnr_": [[43, 1, 1, "", "psnr"]], "imgutils.ocr": [[44, 1, 1, "", "detect_text_with_ocr"], [44, 1, 1, "", "list_det_models"], [44, 1, 1, "", "list_rec_models"], [44, 1, 1, "", "ocr"]], "imgutils.operate": [[45, 0, 0, "-", "align"], [46, 0, 0, "-", "censor_"], [47, 0, 0, "-", "imgcensor"], [49, 0, 0, "-", "squeeze"]], "imgutils.operate.align": [[45, 1, 1, "", "align_maxsize"]], "imgutils.operate.censor_": [[46, 3, 1, "", "BaseCensor"], [46, 3, 1, "", "BlurCensor"], [46, 3, 1, "", "ColorCensor"], [46, 3, 1, "", "PixelateCensor"], [46, 1, 1, "", "censor_areas"], [46, 1, 1, "", "censor_nsfw"], [46, 1, 1, "", "register_censor_method"]], "imgutils.operate.censor_.BaseCensor": [[46, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.BlurCensor": [[46, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.ColorCensor": [[46, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.PixelateCensor": [[46, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor": [[47, 3, 1, "", "EmojiBasedCensor"], [47, 3, 1, "", "ImageBasedCensor"], [47, 3, 1, "", "SingleImage"]], "imgutils.operate.imgcensor.EmojiBasedCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor.ImageBasedCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor.SingleImage": [[47, 4, 1, "", "__init__"], [47, 4, 1, "", "find_for_area"], [47, 5, 1, "", "height"], [47, 5, 1, "", "width"]], "imgutils.operate.squeeze": [[49, 1, 1, "", "squeeze"], [49, 1, 1, "", "squeeze_with_transparency"]], "imgutils.pose": [[50, 0, 0, "-", "dwpose"], [51, 0, 0, "-", "format"], [53, 0, 0, "-", "visual"]], "imgutils.pose.dwpose": [[50, 1, 1, "", "dwpose_estimate"]], "imgutils.pose.format": [[51, 3, 1, "", "OP18KeyPointSet"], [51, 2, 1, "", "OP18_BODY_MAX"], [51, 2, 1, "", "OP18_BODY_MIN"], [51, 2, 1, "", "OP18_FACE_MAX"], [51, 2, 1, "", "OP18_FACE_MIN"], [51, 2, 1, "", "OP18_LEFT_FOOT_MAX"], [51, 2, 1, "", "OP18_LEFT_FOOT_MIN"], [51, 2, 1, "", "OP18_LEFT_HAND_MAX"], [51, 2, 1, "", "OP18_LEFT_HAND_MIN"], [51, 2, 1, "", "OP18_RIGHT_FOOT_MAX"], [51, 2, 1, "", "OP18_RIGHT_FOOT_MIN"], [51, 2, 1, "", "OP18_RIGHT_HAND_MAX"], [51, 2, 1, "", "OP18_RIGHT_HAND_MIN"], [51, 6, 1, "", "OpenPose18"]], "imgutils.pose.format.OP18KeyPointSet": [[51, 4, 1, "", "__init__"], [51, 4, 1, "", "__mul__"], [51, 4, 1, "", "__truediv__"], [51, 5, 1, "", "body"], [51, 5, 1, "", "face"], [51, 5, 1, "", "left_foot"], [51, 5, 1, "", "left_hand"], [51, 5, 1, "", "right_foot"], [51, 5, 1, "", "right_hand"]], "imgutils.pose.format.OpenPose18": [[51, 7, 1, "", "LEFT_ANKLE"], [51, 7, 1, "", "LEFT_BIG_TOE"], [51, 7, 1, "", "LEFT_EAR"], [51, 7, 1, "", "LEFT_ELBOW"], [51, 7, 1, "", "LEFT_EYE"], [51, 7, 1, "", "LEFT_HEEL"], [51, 7, 1, "", "LEFT_HIP"], [51, 7, 1, "", "LEFT_KNEE"], [51, 7, 1, "", "LEFT_SHOULDER"], [51, 7, 1, "", "LEFT_SMALL_TOE"], [51, 7, 1, "", "LEFT_WRIST"], [51, 7, 1, "", "NECK"], [51, 7, 1, "", "NOSE"], [51, 7, 1, "", "RIGHT_ANKLE"], [51, 7, 1, "", "RIGHT_BIG_TOE"], [51, 7, 1, "", "RIGHT_EAR"], [51, 7, 1, "", "RIGHT_ELBOW"], [51, 7, 1, "", "RIGHT_EYE"], [51, 7, 1, "", "RIGHT_HEEL"], [51, 7, 1, "", "RIGHT_HIP"], [51, 7, 1, "", "RIGHT_KNEE"], [51, 7, 1, "", "RIGHT_SHOULDER"], [51, 7, 1, "", "RIGHT_SMALL_TOE"], [51, 7, 1, "", "RIGHT_WRIST"]], "imgutils.pose.visual": [[53, 1, 1, "", "op18_visualize"]], "imgutils.preprocess": [[54, 0, 0, "-", "base"], [56, 0, 0, "-", "pillow"], [57, 0, 0, "-", "torchvision"], [58, 0, 0, "-", "transformers"]], "imgutils.preprocess.base": [[54, 3, 1, "", "NotParseTarget"]], "imgutils.preprocess.pillow": [[56, 1, 1, "", "create_pillow_transforms"], [56, 1, 1, "", "parse_pillow_transforms"], [56, 1, 1, "", "register_pillow_parse"], [56, 1, 1, "", "register_pillow_transform"]], "imgutils.preprocess.torchvision": [[57, 1, 1, "", "create_torchvision_transforms"], [57, 1, 1, "", "parse_torchvision_transforms"], [57, 1, 1, "", "register_torchvision_parse"], [57, 1, 1, "", "register_torchvision_transform"]], "imgutils.preprocess.transformers": [[58, 3, 1, "", "NotProcessorTypeError"], [58, 1, 1, "", "convert_to_size_dict"], [58, 1, 1, "", "create_bit_transforms"], [58, 1, 1, "", "create_blip_transforms"], [58, 1, 1, "", "create_clip_transforms"], [58, 1, 1, "", "create_convnext_transforms"], [58, 1, 1, "", "create_mobilenetv2_transforms"], [58, 1, 1, "", "create_siglip_transforms"], [58, 1, 1, "", "create_transforms_from_bit_processor"], [58, 1, 1, "", "create_transforms_from_blip_processor"], [58, 1, 1, "", "create_transforms_from_clip_processor"], [58, 1, 1, "", "create_transforms_from_convnext_processor"], [58, 1, 1, "", "create_transforms_from_mobilenetv2_processor"], [58, 1, 1, "", "create_transforms_from_siglip_processor"], [58, 1, 1, "", "create_transforms_from_transformers"], [58, 1, 1, "", "create_transforms_from_vit_processor"], [58, 1, 1, "", "create_vit_transforms"], [58, 1, 1, "", "get_size_dict"], [58, 1, 1, "", "is_valid_size_dict"], [58, 1, 1, "", "register_creators_for_transformers"]], "imgutils.resource": [[59, 0, 0, "-", "background"]], "imgutils.resource.background": [[59, 3, 1, "", "BackgroundImageSet"], [59, 1, 1, "", "get_bg_image"], [59, 1, 1, "", "get_bg_image_file"], [59, 1, 1, "", "list_bg_image_files"], [59, 1, 1, "", "random_bg_image"], [59, 1, 1, "", "random_bg_image_file"]], "imgutils.resource.background.BackgroundImageSet": [[59, 4, 1, "", "__init__"], [59, 4, 1, "", "get_image"], [59, 4, 1, "", "get_image_file"], [59, 4, 1, "", "list_image_files"], [59, 4, 1, "", "random_image"], [59, 4, 1, "", "random_image_file"]], "imgutils.restore": [[61, 0, 0, "-", "adversarial"], [63, 0, 0, "-", "nafnet"], [64, 0, 0, "-", "scunet"]], "imgutils.restore.adversarial": [[61, 1, 1, "", "remove_adversarial_noise"]], "imgutils.restore.nafnet": [[63, 1, 1, "", "restore_with_nafnet"]], "imgutils.restore.scunet": [[64, 1, 1, "", "restore_with_scunet"]], "imgutils.sd": [[66, 0, 0, "-", "metadata"], [67, 0, 0, "-", "model"], [68, 0, 0, "-", "nai"]], "imgutils.sd.metadata": [[66, 3, 1, "", "SDMetaData"], [66, 1, 1, "", "get_sdmeta_from_image"], [66, 1, 1, "", "parse_sdmeta_from_text"], [66, 1, 1, "", "save_image_with_sdmeta"]], "imgutils.sd.metadata.SDMetaData": [[66, 4, 1, "", "__str__"], [66, 5, 1, "", "pnginfo"], [66, 5, 1, "", "text"]], "imgutils.sd.model": [[67, 1, 1, "", "read_metadata"], [67, 1, 1, "", "save_with_metadata"]], "imgutils.sd.nai": [[68, 3, 1, "", "NAIMetaData"], [68, 3, 1, "", "NAIMetadata"], [68, 1, 1, "", "add_naimeta_to_image"], [68, 1, 1, "", "get_naimeta_from_image"], [68, 1, 1, "", "save_image_with_naimeta"]], "imgutils.sd.nai.NAIMetaData": [[68, 4, 1, "", "__init__"], [68, 5, 1, "", "pnginfo"]], "imgutils.segment": [[70, 0, 0, "-", "isnetis"]], "imgutils.segment.isnetis": [[70, 1, 1, "", "get_isnetis_mask"], [70, 1, 1, "", "segment_rgba_with_isnetis"], [70, 1, 1, "", "segment_with_isnetis"]], "imgutils.tagging": [[71, 0, 0, "-", "blacklist"], [72, 0, 0, "-", "character"], [73, 0, 0, "-", "deepdanbooru"], [74, 0, 0, "-", "deepgelbooru"], [75, 0, 0, "-", "format"], [77, 0, 0, "-", "match"], [78, 0, 0, "-", "mldanbooru"], [79, 0, 0, "-", "order"], [80, 0, 0, "-", "overlap"], [81, 0, 0, "-", "wd14"]], "imgutils.tagging.blacklist": [[71, 1, 1, "", "drop_blacklisted_tags"], [71, 1, 1, "", "is_blacklisted"]], "imgutils.tagging.character": [[72, 2, 1, "", "CHAR_PREFIXES"], [72, 2, 1, "", "CHAR_SUFFIXES"], [72, 2, 1, "", "CHAR_WHITELIST_PREFIX"], [72, 2, 1, "", "CHAR_WHITELIST_SUFFIX"], [72, 2, 1, "", "CHAR_WHITELIST_WORD"], [72, 3, 1, "", "CharacterTagPool"], [72, 1, 1, "", "drop_basic_character_tags"], [72, 1, 1, "", "is_basic_character_tag"]], "imgutils.tagging.character.CharacterTagPool": [[72, 4, 1, "", "__init__"], [72, 4, 1, "", "drop_basic_character_tags"], [72, 4, 1, "", "is_basic_character_tag"]], "imgutils.tagging.deepdanbooru": [[73, 1, 1, "", "get_deepdanbooru_tags"]], "imgutils.tagging.deepgelbooru": [[74, 1, 1, "", "get_deepgelbooru_tags"]], "imgutils.tagging.format": [[75, 1, 1, "", "add_underline"], [75, 1, 1, "", "remove_underline"], [75, 1, 1, "", "tags_to_text"]], "imgutils.tagging.match": [[77, 1, 1, "", "tag_match_full"], [77, 1, 1, "", "tag_match_prefix"], [77, 1, 1, "", "tag_match_suffix"]], "imgutils.tagging.mldanbooru": [[78, 1, 1, "", "get_mldanbooru_tags"]], "imgutils.tagging.order": [[79, 1, 1, "", "sort_tags"]], "imgutils.tagging.overlap": [[80, 1, 1, "", "drop_overlap_tags"]], "imgutils.tagging.wd14": [[81, 1, 1, "", "convert_wd14_emb_to_prediction"], [81, 1, 1, "", "denormalize_wd14_emb"], [81, 1, 1, "", "get_wd14_tags"]], "imgutils.upscale": [[82, 0, 0, "-", "cdc"]], "imgutils.upscale.cdc": [[82, 1, 1, "", "upscale_with_cdc"]], "imgutils.utils": [[84, 0, 0, "-", "cache"], [85, 0, 0, "-", "func"], [87, 0, 0, "-", "onnxruntime"]], "imgutils.utils.cache": [[84, 1, 1, "", "ts_lru_cache"]], "imgutils.utils.func": [[85, 1, 1, "", "sigmoid"]], "imgutils.utils.onnxruntime": [[87, 1, 1, "", "get_onnx_provider"], [87, 1, 1, "", "open_onnx_model"]], "imgutils.validate": [[88, 0, 0, "-", "aicheck"], [89, 0, 0, "-", "bangumi_char"], [90, 0, 0, "-", "classify"], [91, 0, 0, "-", "color"], [92, 0, 0, "-", "completeness"], [93, 0, 0, "-", "dbrating"], [94, 0, 0, "-", "furry"], [96, 0, 0, "-", "monochrome"], [97, 0, 0, "-", "nsfw"], [98, 0, 0, "-", "portrait"], [99, 0, 0, "-", "rating"], [100, 0, 0, "-", "real"], [101, 0, 0, "-", "safe"], [102, 0, 0, "-", "style_age"], [103, 0, 0, "-", "teen"], [104, 0, 0, "-", "truncate"]], "imgutils.validate.aicheck": [[88, 1, 1, "", "get_ai_created_score"], [88, 1, 1, "", "is_ai_created"]], "imgutils.validate.bangumi_char": [[89, 1, 1, "", "anime_bangumi_char"], [89, 1, 1, "", "anime_bangumi_char_score"]], "imgutils.validate.classify": [[90, 1, 1, "", "anime_classify"], [90, 1, 1, "", "anime_classify_score"]], "imgutils.validate.color": [[91, 1, 1, "", "is_greyscale"]], "imgutils.validate.completeness": [[92, 1, 1, "", "anime_completeness"], [92, 1, 1, "", "anime_completeness_score"]], "imgutils.validate.dbrating": [[93, 1, 1, "", "anime_dbrating"], [93, 1, 1, "", "anime_dbrating_score"]], "imgutils.validate.furry": [[94, 1, 1, "", "anime_furry"], [94, 1, 1, "", "anime_furry_score"]], "imgutils.validate.monochrome": [[96, 1, 1, "", "get_monochrome_score"], [96, 1, 1, "", "is_monochrome"]], "imgutils.validate.nsfw": [[97, 1, 1, "", "nsfw_pred"], [97, 1, 1, "", "nsfw_pred_score"]], "imgutils.validate.portrait": [[98, 1, 1, "", "anime_portrait"], [98, 1, 1, "", "anime_portrait_score"]], "imgutils.validate.rating": [[99, 1, 1, "", "anime_rating"], [99, 1, 1, "", "anime_rating_score"]], "imgutils.validate.real": [[100, 1, 1, "", "anime_real"], [100, 1, 1, "", "anime_real_score"]], "imgutils.validate.safe": [[101, 1, 1, "", "safe_check"], [101, 1, 1, "", "safe_check_score"]], "imgutils.validate.style_age": [[102, 1, 1, "", "anime_style_age"], [102, 1, 1, "", "anime_style_age_score"]], "imgutils.validate.teen": [[103, 1, 1, "", "anime_teen"], [103, 1, 1, "", "anime_teen_score"]], "imgutils.validate.truncate": [[104, 1, 1, "", "is_truncated_file"]]}, "objtypes": {"0": "py:module", "1": "py:function", "2": "py:data", "3": "py:class", "4": "py:method", "5": "py:property", "6": "py:enum", "7": "py:attribute"}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "function", "Python function"], "2": ["py", "data", "Python data"], "3": ["py", "class", "Python class"], "4": ["py", "method", "Python method"], "5": ["py", "property", "Python property"], "6": ["py", "enum", "Python enum"], "7": ["py", "attribute", "Python attribute"]}, "titleterms": {"imgutil": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105], "ascii": [0, 1], "draw": 0, "ascii_draw": 0, "config": [2, 3], "meta": 3, "__title__": 3, "__version__": 3, "__description__": 3, "__author__": 3, "__author_email__": 3, "data": [4, 5, 6, 7, 8, 9, 10], "background": [4, 59], "grid_background": 4, "grid_transpar": 4, "blob": 5, "to_blob_url": 5, "load_image_from_blob_url": 5, "is_valid_image_blob_url": 5, "decod": 6, "rgb_decod": 6, "encod": 7, "rgb_encod": 7, "imag": 8, "load_imag": 8, "has_alpha_channel": 8, "layer": 10, "istack": 10, "detect": [11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23], "booru_yolo": 11, "model": [11, 67], "label": 11, "descript": 11, "avail": 11, "pp": 11, "seri": 11, "AS": 11, "aa": 11, "detect_with_booru_yolo": 11, "censor": 12, "detect_censor": 12, "ey": 13, "detect_ey": 13, "face": 14, "detect_fac": 14, "halfbodi": 15, "detect_halfbodi": 15, "hand": 16, "detect_hand": 16, "head": 17, "detect_head": 17, "nudenet": 19, "detect_with_nudenet": 19, "person": 20, "detect_person": 20, "similar": 21, "calculate_i": 21, "bboxes_similar": 21, "detection_similar": 21, "text": 22, "detect_text": 22, "visual": [23, 53], "detection_visu": 23, "edg": [24, 25, 26, 27], "canni": 24, "get_edge_by_canni": 24, "edge_image_with_canni": 24, "lineart": 26, "get_edge_by_lineart": 26, "edge_image_with_lineart": 26, "lineart_anim": 27, "get_edge_by_lineart_anim": 27, "edge_image_with_lineart_anim": 27, "gener": [28, 29, 30, 31, 32, 33], "classifi": [28, 90], "classifymodel": 28, "classify_predict_scor": 28, "classify_predict": 28, "classify_predict_fmt": 28, "clip": 29, "clipmodel": 29, "clip_image_encod": 29, "clip_text_encod": 29, "clip_predict": 29, "enhanc": 30, "imageenhanc": 30, "siglip": 32, "siglipmodel": 32, "siglip_image_encod": 32, "siglip_text_encod": 32, "siglip_predict": 32, "yolo": 33, "yolomodel": 33, "yolo_predict": 33, "metadata": [34, 35, 36, 66], "geninfo": 34, "read_geninfo_paramet": 34, "read_geninfo_exif": 34, "read_geninfo_gif": 34, "write_geninfo_paramet": 34, "write_geninfo_exif": 34, "write_geninfo_gif": 34, "lsb": 36, "read_lsb_raw_byt": 36, "read_lsb_metadata": 36, "write_lsb_raw_byt": 36, "write_lsb_metadata": 36, "lsbreaderror": 36, "lsbextractor": 36, "imagelsbdataextractor": 36, "serialize_pnginfo": 36, "serialize_json": 36, "inject_data": 36, "metric": [37, 38, 39, 40, 41, 42, 43], "aesthet": 37, "get_aesthetic_scor": 37, "ccip": 38, "ccip_extract_featur": 38, "ccip_batch_extract_featur": 38, "ccip_default_threshold": 38, "ccip_differ": 38, "ccip_sam": 38, "ccip_batch_differ": 38, "ccip_batch_sam": 38, "ccip_default_clustering_param": 38, "ccip_clust": 38, "ccip_merg": 38, "dbaesthet": 39, "anime_dbaesthet": 39, "laplacian": 41, "laplacian_scor": 41, "lpip": 42, "lpips_extract_featur": 42, "lpips_differ": 42, "lpips_clust": 42, "psnr_": 43, "psnr": 43, "ocr": 44, "detect_text_with_ocr": 44, "list_det_model": 44, "list_rec_model": 44, "oper": [45, 46, 47, 48, 49], "align": 45, "align_maxs": 45, "censor_": 46, "censor_area": 46, "censor_nsfw": 46, "basecensor": 46, "colorcensor": 46, "blurcensor": 46, "pixelatecensor": 46, "register_censor_method": 46, "imgcensor": 47, "imagebasedcensor": 47, "emojibasedcensor": 47, "singleimag": 47, "squeez": 49, "squeeze_with_transpar": 49, "pose": [50, 51, 52, 53], "dwpose": 50, "dwpose_estim": 50, "format": [51, 75], "op18keypointset": 51, "openpose18": 51, "op18_body_max": 51, "op18_body_min": 51, "op18_face_max": 51, "op18_face_min": 51, "op18_left_foot_max": 51, "op18_left_foot_min": 51, "op18_left_hand_max": 51, "op18_left_hand_min": 51, "op18_right_foot_max": 51, "op18_right_foot_min": 51, "op18_right_hand_max": 51, "op18_right_hand_min": 51, "op18_visu": 53, "preprocess": [54, 55, 56, 57, 58], "base": 54, "notparsetarget": 54, "pillow": 56, "register_pillow_transform": 56, "register_pillow_pars": 56, "create_pillow_transform": 56, "parse_pillow_transform": 56, "torchvis": 57, "register_torchvision_transform": 57, "register_torchvision_pars": 57, "create_torchvision_transform": 57, "parse_torchvision_transform": 57, "transform": 58, "register_creators_for_transform": 58, "notprocessortypeerror": 58, "create_transforms_from_transform": 58, "is_valid_size_dict": 58, "convert_to_size_dict": 58, "get_size_dict": 58, "create_clip_transform": 58, "create_transforms_from_clip_processor": 58, "create_convnext_transform": 58, "create_transforms_from_convnext_processor": 58, "create_vit_transform": 58, "create_transforms_from_vit_processor": 58, "create_siglip_transform": 58, "create_transforms_from_siglip_processor": 58, "create_bit_transform": 58, "create_transforms_from_bit_processor": 58, "create_blip_transform": 58, "create_transforms_from_blip_processor": 58, "create_mobilenetv2_transform": 58, "create_transforms_from_mobilenetv2_processor": 58, "resourc": [59, 60], "backgroundimageset": 59, "list_bg_image_fil": 59, "get_bg_image_fil": 59, "get_bg_imag": 59, "random_bg_image_fil": 59, "random_bg_imag": 59, "restor": [61, 62, 63, 64], "adversari": 61, "remove_adversarial_nois": 61, "nafnet": 63, "restore_with_nafnet": 63, "scunet": 64, "restore_with_scunet": 64, "sd": [65, 66, 67, 68], "sdmetadata": 66, "parse_sdmeta_from_text": 66, "get_sdmeta_from_imag": 66, "save_image_with_sdmeta": 66, "read_metadata": 67, "save_with_metadata": 67, "nai": 68, "naimetadata": 68, "get_naimeta_from_imag": 68, "add_naimeta_to_imag": 68, "save_image_with_naimeta": 68, "segment": [69, 70], "isneti": 70, "get_isnetis_mask": 70, "segment_with_isneti": 70, "segment_rgba_with_isneti": 70, "tag": [71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81], "blacklist": 71, "is_blacklist": 71, "drop_blacklisted_tag": 71, "charact": 72, "char_whitelist_suffix": 72, "char_whitelist_prefix": 72, "char_whitelist_word": 72, "char_suffix": 72, "char_prefix": 72, "charactertagpool": 72, "is_basic_character_tag": 72, "drop_basic_character_tag": 72, "deepdanbooru": 73, "get_deepdanbooru_tag": 73, "deepgelbooru": 74, "get_deepgelbooru_tag": 74, "add_underlin": 75, "remove_underlin": 75, "tags_to_text": 75, "match": 77, "tag_match_suffix": 77, "tag_match_prefix": 77, "tag_match_ful": 77, "mldanbooru": 78, "get_mldanbooru_tag": 78, "order": 79, "sort_tag": 79, "overlap": 80, "drop_overlap_tag": 80, "wd14": 81, "get_wd14_tag": 81, "convert_wd14_emb_to_predict": 81, "denormalize_wd14_emb": 81, "upscal": [82, 83], "cdc": 82, "upscale_with_cdc": 82, "util": [84, 85, 86, 87], "cach": 84, "ts_lru_cach": 84, "func": 85, "sigmoid": 85, "onnxruntim": 87, "get_onnx_provid": 87, "open_onnx_model": 87, "valid": [88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104], "aicheck": 88, "get_ai_created_scor": 88, "is_ai_cr": 88, "bangumi_char": 89, "anime_bangumi_char_scor": 89, "anime_bangumi_char": 89, "anime_classify_scor": 90, "anime_classifi": 90, "color": 91, "is_greyscal": 91, "complet": 92, "anime_completeness_scor": 92, "anime_complet": 92, "dbrate": 93, "anime_dbrating_scor": 93, "anime_dbr": 93, "furri": 94, "anime_furry_scor": 94, "anime_furri": 94, "monochrom": 96, "get_monochrome_scor": 96, "is_monochrom": 96, "nsfw": 97, "nsfw_pred_scor": 97, "nsfw_pred": 97, "portrait": 98, "anime_portrait_scor": 98, "anime_portrait": 98, "rate": 99, "anime_rating_scor": 99, "anime_r": [99, 100], "real": 100, "anime_real_scor": 100, "safe": 101, "safe_check_scor": 101, "safe_check": 101, "style_ag": 102, "anime_style_age_scor": 102, "anime_style_ag": 102, "teen": 103, "anime_teen_scor": 103, "anime_teen": 103, "truncat": 104, "is_truncated_fil": 104, "welcom": 105, "": 105, "document": 105, "overview": 105, "tutori": 105, "inform": [105, 106, 107], "api": 105, "run": [106, 107], "environ": [106, 107], "instal": 108, "quick": 109, "start": 109}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.viewcode": 1, "sphinx.ext.todo": 2, "nbsphinx": 4, "sphinx": 58}, "alltitles": {"imgutils.ascii.drawing": [[0, "module-imgutils.ascii.drawing"]], "ascii_drawing": [[0, "ascii-drawing"]], "imgutils.ascii": [[1, "module-imgutils.ascii"]], "imgutils.config": [[2, "module-imgutils.config"]], "imgutils.config.meta": [[3, "module-imgutils.config.meta"]], "__TITLE__": [[3, "title"]], "__VERSION__": [[3, "version"]], "__DESCRIPTION__": [[3, "description"]], "__AUTHOR__": [[3, "author"]], "__AUTHOR_EMAIL__": [[3, "author-email"]], "imgutils.data.background": [[4, "module-imgutils.data.background"]], "grid_background": [[4, "grid-background"]], "grid_transparent": [[4, "grid-transparent"]], "imgutils.data.blob": [[5, "module-imgutils.data.blob"]], "to_blob_url": [[5, "to-blob-url"]], "load_image_from_blob_url": [[5, "load-image-from-blob-url"]], "is_valid_image_blob_url": [[5, "is-valid-image-blob-url"]], "imgutils.data.decode": [[6, "module-imgutils.data.decode"]], "rgb_decode": [[6, "rgb-decode"]], "imgutils.data.encode": [[7, "module-imgutils.data.encode"]], "rgb_encode": [[7, "rgb-encode"]], "imgutils.data.image": [[8, "module-imgutils.data.image"]], "load_image": [[8, "load-image"]], "load_images": [[8, "load-images"]], "has_alpha_channel": [[8, "has-alpha-channel"]], "imgutils.data": [[9, "module-imgutils.data"]], "imgutils.data.layer": [[10, "module-imgutils.data.layer"]], "istack": [[10, "istack"]], "imgutils.detect.booru_yolo": [[11, "module-imgutils.detect.booru_yolo"]], "Model Labels and Descriptions": [[11, "id1"]], "Available Models (PP Series)": [[11, "id2"]], "Available Models (AS Series)": [[11, "id3"]], "Available Models (AA Series)": [[11, "id4"]], "detect_with_booru_yolo": [[11, "detect-with-booru-yolo"]], "imgutils.detect.censor": [[12, "module-imgutils.detect.censor"]], "detect_censors": [[12, "detect-censors"]], "imgutils.detect.eye": [[13, "module-imgutils.detect.eye"]], "detect_eyes": [[13, "detect-eyes"]], "imgutils.detect.face": [[14, "module-imgutils.detect.face"]], "detect_faces": [[14, "detect-faces"]], "imgutils.detect.halfbody": [[15, "module-imgutils.detect.halfbody"]], "detect_halfbody": [[15, "detect-halfbody"]], "imgutils.detect.hand": [[16, "module-imgutils.detect.hand"]], "detect_hands": [[16, "detect-hands"]], "imgutils.detect.head": [[17, "module-imgutils.detect.head"]], "detect_heads": [[17, "detect-heads"]], "imgutils.detect": [[18, "module-imgutils.detect"]], "imgutils.detect.nudenet": [[19, "module-imgutils.detect.nudenet"]], "detect_with_nudenet": [[19, "detect-with-nudenet"]], "imgutils.detect.person": [[20, "module-imgutils.detect.person"]], "detect_person": [[20, "detect-person"]], "imgutils.detect.similarity": [[21, "module-imgutils.detect.similarity"]], "calculate_iou": [[21, "calculate-iou"]], "bboxes_similarity": [[21, "bboxes-similarity"]], "detection_similarity": [[21, "detection-similarity"]], "imgutils.detect.text": [[22, "module-imgutils.detect.text"]], "detect_text": [[22, "detect-text"]], "imgutils.detect.visual": [[23, "module-imgutils.detect.visual"]], "detection_visualize": [[23, "detection-visualize"]], "imgutils.edge.canny": [[24, "module-imgutils.edge.canny"]], "get_edge_by_canny": [[24, "get-edge-by-canny"]], "edge_image_with_canny": [[24, "edge-image-with-canny"]], "imgutils.edge": [[25, "module-imgutils.edge"]], "imgutils.edge.lineart": [[26, "module-imgutils.edge.lineart"]], "get_edge_by_lineart": [[26, "get-edge-by-lineart"]], "edge_image_with_lineart": [[26, "edge-image-with-lineart"]], "imgutils.edge.lineart_anime": [[27, "module-imgutils.edge.lineart_anime"]], "get_edge_by_lineart_anime": [[27, "get-edge-by-lineart-anime"]], "edge_image_with_lineart_anime": [[27, "edge-image-with-lineart-anime"]], "imgutils.generic.classify": [[28, "module-imgutils.generic.classify"]], "ClassifyModel": [[28, "classifymodel"]], "classify_predict_score": [[28, "classify-predict-score"]], "classify_predict": [[28, "classify-predict"]], "classify_predict_fmt": [[28, "classify-predict-fmt"]], "imgutils.generic.clip": [[29, "module-imgutils.generic.clip"]], "CLIPModel": [[29, "clipmodel"]], "clip_image_encode": [[29, "clip-image-encode"]], "clip_text_encode": [[29, "clip-text-encode"]], "clip_predict": [[29, "clip-predict"]], "imgutils.generic.enhance": [[30, "module-imgutils.generic.enhance"]], "ImageEnhancer": [[30, "imageenhancer"]], "imgutils.generic": [[31, "module-imgutils.generic"]], "imgutils.generic.siglip": [[32, "module-imgutils.generic.siglip"]], "SigLIPModel": [[32, "siglipmodel"]], "siglip_image_encode": [[32, "siglip-image-encode"]], "siglip_text_encode": [[32, "siglip-text-encode"]], "siglip_predict": [[32, "siglip-predict"]], "imgutils.generic.yolo": [[33, "module-imgutils.generic.yolo"]], "YOLOModel": [[33, "yolomodel"]], "yolo_predict": [[33, "yolo-predict"]], "imgutils.metadata.geninfo": [[34, "module-imgutils.metadata.geninfo"]], "read_geninfo_parameters": [[34, "read-geninfo-parameters"]], "read_geninfo_exif": [[34, "read-geninfo-exif"]], "read_geninfo_gif": [[34, "read-geninfo-gif"]], "write_geninfo_parameters": [[34, "write-geninfo-parameters"]], "write_geninfo_exif": [[34, "write-geninfo-exif"]], "write_geninfo_gif": [[34, "write-geninfo-gif"]], "imgutils.metadata": [[35, "module-imgutils.metadata"]], "imgutils.metadata.lsb": [[36, "module-imgutils.metadata.lsb"]], "read_lsb_raw_bytes": [[36, "read-lsb-raw-bytes"]], "read_lsb_metadata": [[36, "read-lsb-metadata"]], "write_lsb_raw_bytes": [[36, "write-lsb-raw-bytes"]], "write_lsb_metadata": [[36, "write-lsb-metadata"]], "LSBReadError": [[36, "lsbreaderror"]], "LSBExtractor": [[36, "lsbextractor"]], "ImageLsbDataExtractor": [[36, "imagelsbdataextractor"]], "serialize_pnginfo": [[36, "serialize-pnginfo"]], "serialize_json": [[36, "serialize-json"]], "inject_data": [[36, "inject-data"]], "imgutils.metrics.aesthetic": [[37, "module-imgutils.metrics.aesthetic"]], "get_aesthetic_score": [[37, "get-aesthetic-score"]], "imgutils.metrics.ccip": [[38, "module-imgutils.metrics.ccip"]], "ccip_extract_feature": [[38, "ccip-extract-feature"]], "ccip_batch_extract_features": [[38, "ccip-batch-extract-features"]], "ccip_default_threshold": [[38, "ccip-default-threshold"]], "ccip_difference": [[38, "ccip-difference"]], "ccip_same": [[38, "ccip-same"]], "ccip_batch_differences": [[38, "ccip-batch-differences"]], "ccip_batch_same": [[38, "ccip-batch-same"]], "ccip_default_clustering_params": [[38, "ccip-default-clustering-params"]], "ccip_clustering": [[38, "ccip-clustering"]], "ccip_merge": [[38, "ccip-merge"]], "imgutils.metrics.dbaesthetic": [[39, "module-imgutils.metrics.dbaesthetic"]], "anime_dbaesthetic": [[39, "anime-dbaesthetic"]], "imgutils.metrics": [[40, "module-imgutils.metrics"]], "imgutils.metrics.laplacian": [[41, "module-imgutils.metrics.laplacian"]], "laplacian_score": [[41, "laplacian-score"]], "imgutils.metrics.lpips": [[42, "module-imgutils.metrics.lpips"]], "lpips_extract_feature": [[42, "lpips-extract-feature"]], "lpips_difference": [[42, "lpips-difference"]], "lpips_clustering": [[42, "lpips-clustering"]], "imgutils.metrics.psnr_": [[43, "module-imgutils.metrics.psnr_"]], "psnr": [[43, "id1"]], "imgutils.ocr": [[44, "module-imgutils.ocr"]], "detect_text_with_ocr": [[44, "detect-text-with-ocr"]], "ocr": [[44, "ocr"]], "list_det_models": [[44, "list-det-models"]], "list_rec_models": [[44, "list-rec-models"]], "imgutils.operate.align": [[45, "module-imgutils.operate.align"]], "align_maxsize": [[45, "align-maxsize"]], "imgutils.operate.censor_": [[46, "module-imgutils.operate.censor_"]], "censor_areas": [[46, "censor-areas"]], "censor_nsfw": [[46, "censor-nsfw"]], "BaseCensor": [[46, "basecensor"]], "ColorCensor": [[46, "colorcensor"]], "BlurCensor": [[46, "blurcensor"]], "PixelateCensor": [[46, "pixelatecensor"]], "register_censor_method": [[46, "register-censor-method"]], "imgutils.operate.imgcensor": [[47, "module-imgutils.operate.imgcensor"]], "ImageBasedCensor": [[47, "imagebasedcensor"]], "EmojiBasedCensor": [[47, "emojibasedcensor"]], "SingleImage": [[47, "singleimage"]], "imgutils.operate": [[48, "module-imgutils.operate"]], "imgutils.operate.squeeze": [[49, "module-imgutils.operate.squeeze"]], "squeeze": [[49, "squeeze"]], "squeeze_with_transparency": [[49, "squeeze-with-transparency"]], "imgutils.pose.dwpose": [[50, "module-imgutils.pose.dwpose"]], "dwpose_estimate": [[50, "dwpose-estimate"]], "imgutils.pose.format": [[51, "module-imgutils.pose.format"]], "OP18KeyPointSet": [[51, "op18keypointset"]], "OpenPose18": [[51, "openpose18"]], "OP18_BODY_MAX": [[51, "op18-body-max"]], "OP18_BODY_MIN": [[51, "op18-body-min"]], "OP18_FACE_MAX": [[51, "op18-face-max"]], "OP18_FACE_MIN": [[51, "op18-face-min"]], "OP18_LEFT_FOOT_MAX": [[51, "op18-left-foot-max"]], "OP18_LEFT_FOOT_MIN": [[51, "op18-left-foot-min"]], "OP18_LEFT_HAND_MAX": [[51, "op18-left-hand-max"]], "OP18_LEFT_HAND_MIN": [[51, "op18-left-hand-min"]], "OP18_RIGHT_FOOT_MAX": [[51, "op18-right-foot-max"]], "OP18_RIGHT_FOOT_MIN": [[51, "op18-right-foot-min"]], "OP18_RIGHT_HAND_MAX": [[51, "op18-right-hand-max"]], "OP18_RIGHT_HAND_MIN": [[51, "op18-right-hand-min"]], "imgutils.pose": [[52, "module-imgutils.pose"]], "imgutils.pose.visual": [[53, "module-imgutils.pose.visual"]], "op18_visualize": [[53, "op18-visualize"]], "imgutils.preprocess.base": [[54, "module-imgutils.preprocess.base"]], "NotParseTarget": [[54, "notparsetarget"]], "imgutils.preprocess": [[55, "module-imgutils.preprocess"]], "imgutils.preprocess.pillow": [[56, "module-imgutils.preprocess.pillow"]], "register_pillow_transform": [[56, "register-pillow-transform"]], "register_pillow_parse": [[56, "register-pillow-parse"]], "create_pillow_transforms": [[56, "create-pillow-transforms"]], "parse_pillow_transforms": [[56, "parse-pillow-transforms"]], "imgutils.preprocess.torchvision": [[57, "module-imgutils.preprocess.torchvision"]], "register_torchvision_transform": [[57, "register-torchvision-transform"]], "register_torchvision_parse": [[57, "register-torchvision-parse"]], "create_torchvision_transforms": [[57, "create-torchvision-transforms"]], "parse_torchvision_transforms": [[57, "parse-torchvision-transforms"]], "imgutils.preprocess.transformers": [[58, "module-imgutils.preprocess.transformers"]], "register_creators_for_transformers": [[58, "register-creators-for-transformers"]], "NotProcessorTypeError": [[58, "notprocessortypeerror"]], "create_transforms_from_transformers": [[58, "create-transforms-from-transformers"]], "is_valid_size_dict": [[58, "is-valid-size-dict"]], "convert_to_size_dict": [[58, "convert-to-size-dict"]], "get_size_dict": [[58, "get-size-dict"]], "create_clip_transforms": [[58, "create-clip-transforms"]], "create_transforms_from_clip_processor": [[58, "create-transforms-from-clip-processor"]], "create_convnext_transforms": [[58, "create-convnext-transforms"]], "create_transforms_from_convnext_processor": [[58, "create-transforms-from-convnext-processor"]], "create_vit_transforms": [[58, "create-vit-transforms"]], "create_transforms_from_vit_processor": [[58, "create-transforms-from-vit-processor"]], "create_siglip_transforms": [[58, "create-siglip-transforms"]], "create_transforms_from_siglip_processor": [[58, "create-transforms-from-siglip-processor"]], "create_bit_transforms": [[58, "create-bit-transforms"]], "create_transforms_from_bit_processor": [[58, "create-transforms-from-bit-processor"]], "create_blip_transforms": [[58, "create-blip-transforms"]], "create_transforms_from_blip_processor": [[58, "create-transforms-from-blip-processor"]], "create_mobilenetv2_transforms": [[58, "create-mobilenetv2-transforms"]], "create_transforms_from_mobilenetv2_processor": [[58, "create-transforms-from-mobilenetv2-processor"]], "imgutils.resource.background": [[59, "module-imgutils.resource.background"]], "BackgroundImageSet": [[59, "backgroundimageset"]], "list_bg_image_files": [[59, "list-bg-image-files"]], "get_bg_image_file": [[59, "get-bg-image-file"]], "get_bg_image": [[59, "get-bg-image"]], "random_bg_image_file": [[59, "random-bg-image-file"]], "random_bg_image": [[59, "random-bg-image"]], "imgutils.resource": [[60, "module-imgutils.resource"]], "imgutils.restore.adversarial": [[61, "module-imgutils.restore.adversarial"]], "remove_adversarial_noise": [[61, "remove-adversarial-noise"]], "imgutils.restore": [[62, "module-imgutils.restore"]], "imgutils.restore.nafnet": [[63, "module-imgutils.restore.nafnet"]], "restore_with_nafnet": [[63, "restore-with-nafnet"]], "imgutils.restore.scunet": [[64, "module-imgutils.restore.scunet"]], "restore_with_scunet": [[64, "restore-with-scunet"]], "imgutils.sd": [[65, "module-imgutils.sd"]], "imgutils.sd.metadata": [[66, "module-imgutils.sd.metadata"]], "SDMetaData": [[66, "sdmetadata"]], "parse_sdmeta_from_text": [[66, "parse-sdmeta-from-text"]], "get_sdmeta_from_image": [[66, "get-sdmeta-from-image"]], "save_image_with_sdmeta": [[66, "save-image-with-sdmeta"]], "imgutils.sd.model": [[67, "module-imgutils.sd.model"]], "read_metadata": [[67, "read-metadata"]], "save_with_metadata": [[67, "save-with-metadata"]], "imgutils.sd.nai": [[68, "module-imgutils.sd.nai"]], "NAIMetaData": [[68, "naimetadata"]], "NAIMetadata": [[68, "id1"]], "get_naimeta_from_image": [[68, "get-naimeta-from-image"]], "add_naimeta_to_image": [[68, "add-naimeta-to-image"]], "save_image_with_naimeta": [[68, "save-image-with-naimeta"]], "imgutils.segment": [[69, "module-imgutils.segment"]], "imgutils.segment.isnetis": [[70, "module-imgutils.segment.isnetis"]], "get_isnetis_mask": [[70, "get-isnetis-mask"]], "segment_with_isnetis": [[70, "segment-with-isnetis"]], "segment_rgba_with_isnetis": [[70, "segment-rgba-with-isnetis"]], "imgutils.tagging.blacklist": [[71, "module-imgutils.tagging.blacklist"]], "is_blacklisted": [[71, "is-blacklisted"]], "drop_blacklisted_tags": [[71, "drop-blacklisted-tags"]], "imgutils.tagging.character": [[72, "module-imgutils.tagging.character"]], "CHAR_WHITELIST_SUFFIX": [[72, "char-whitelist-suffix"]], "CHAR_WHITELIST_PREFIX": [[72, "char-whitelist-prefix"]], "CHAR_WHITELIST_WORD": [[72, "char-whitelist-word"]], "CHAR_SUFFIXES": [[72, "char-suffixes"]], "CHAR_PREFIXES": [[72, "char-prefixes"]], "CharacterTagPool": [[72, "charactertagpool"]], "is_basic_character_tag": [[72, "is-basic-character-tag"]], "drop_basic_character_tags": [[72, "drop-basic-character-tags"]], "imgutils.tagging.deepdanbooru": [[73, "module-imgutils.tagging.deepdanbooru"]], "get_deepdanbooru_tags": [[73, "get-deepdanbooru-tags"]], "imgutils.tagging.deepgelbooru": [[74, "module-imgutils.tagging.deepgelbooru"]], "get_deepgelbooru_tags": [[74, "get-deepgelbooru-tags"]], "imgutils.tagging.format": [[75, "module-imgutils.tagging.format"]], "add_underline": [[75, "add-underline"]], "remove_underline": [[75, "remove-underline"]], "tags_to_text": [[75, "tags-to-text"]], "imgutils.tagging": [[76, "module-imgutils.tagging"]], "imgutils.tagging.match": [[77, "module-imgutils.tagging.match"]], "tag_match_suffix": [[77, "tag-match-suffix"]], "tag_match_prefix": [[77, "tag-match-prefix"]], "tag_match_full": [[77, "tag-match-full"]], "imgutils.tagging.mldanbooru": [[78, "module-imgutils.tagging.mldanbooru"]], "get_mldanbooru_tags": [[78, "get-mldanbooru-tags"]], "imgutils.tagging.order": [[79, "module-imgutils.tagging.order"]], "sort_tags": [[79, "sort-tags"]], "imgutils.tagging.overlap": [[80, "module-imgutils.tagging.overlap"]], "drop_overlap_tags": [[80, "drop-overlap-tags"]], "imgutils.tagging.wd14": [[81, "module-imgutils.tagging.wd14"]], "get_wd14_tags": [[81, "get-wd14-tags"]], "convert_wd14_emb_to_prediction": [[81, "convert-wd14-emb-to-prediction"]], "denormalize_wd14_emb": [[81, "denormalize-wd14-emb"]], "imgutils.upscale.cdc": [[82, "module-imgutils.upscale.cdc"]], "upscale_with_cdc": [[82, "upscale-with-cdc"]], "imgutils.upscale": [[83, "module-imgutils.upscale"]], "imgutils.utils.cache": [[84, "module-imgutils.utils.cache"]], "ts_lru_cache": [[84, "ts-lru-cache"]], "imgutils.utils.func": [[85, "module-imgutils.utils.func"]], "sigmoid": [[85, "sigmoid"]], "imgutils.utils": [[86, "module-imgutils.utils"]], "imgutils.utils.onnxruntime": [[87, "module-imgutils.utils.onnxruntime"]], "get_onnx_provider": [[87, "get-onnx-provider"]], "open_onnx_model": [[87, "open-onnx-model"]], "imgutils.validate.aicheck": [[88, "module-imgutils.validate.aicheck"]], "get_ai_created_score": [[88, "get-ai-created-score"]], "is_ai_created": [[88, "is-ai-created"]], "imgutils.validate.bangumi_char": [[89, "module-imgutils.validate.bangumi_char"]], "anime_bangumi_char_score": [[89, "anime-bangumi-char-score"]], "anime_bangumi_char": [[89, "anime-bangumi-char"]], "imgutils.validate.classify": [[90, "module-imgutils.validate.classify"]], "anime_classify_score": [[90, "anime-classify-score"]], "anime_classify": [[90, "anime-classify"]], "imgutils.validate.color": [[91, "module-imgutils.validate.color"]], "is_greyscale": [[91, "is-greyscale"]], "imgutils.validate.completeness": [[92, "module-imgutils.validate.completeness"]], "anime_completeness_score": [[92, "anime-completeness-score"]], "anime_completeness": [[92, "anime-completeness"]], "imgutils.validate.dbrating": [[93, "module-imgutils.validate.dbrating"]], "anime_dbrating_score": [[93, "anime-dbrating-score"]], "anime_dbrating": [[93, "anime-dbrating"]], "imgutils.validate.furry": [[94, "module-imgutils.validate.furry"]], "anime_furry_score": [[94, "anime-furry-score"]], "anime_furry": [[94, "anime-furry"]], "imgutils.validate": [[95, "module-imgutils.validate"]], "imgutils.validate.monochrome": [[96, "module-imgutils.validate.monochrome"]], "get_monochrome_score": [[96, "get-monochrome-score"]], "is_monochrome": [[96, "is-monochrome"]], "imgutils.validate.nsfw": [[97, "module-imgutils.validate.nsfw"]], "nsfw_pred_score": [[97, "nsfw-pred-score"]], "nsfw_pred": [[97, "nsfw-pred"]], "imgutils.validate.portrait": [[98, "module-imgutils.validate.portrait"]], "anime_portrait_score": [[98, "anime-portrait-score"]], "anime_portrait": [[98, "anime-portrait"]], "imgutils.validate.rating": [[99, "module-imgutils.validate.rating"]], "anime_rating_score": [[99, "anime-rating-score"]], "anime_rating": [[99, "anime-rating"]], "imgutils.validate.real": [[100, "module-imgutils.validate.real"]], "anime_real_score": [[100, "anime-real-score"]], "anime_real": [[100, "anime-real"]], "imgutils.validate.safe": [[101, "module-imgutils.validate.safe"]], "safe_check_score": [[101, "safe-check-score"]], "safe_check": [[101, "safe-check"]], "imgutils.validate.style_age": [[102, "module-imgutils.validate.style_age"]], "anime_style_age_score": [[102, "anime-style-age-score"]], "anime_style_age": [[102, "anime-style-age"]], "imgutils.validate.teen": [[103, "module-imgutils.validate.teen"]], "anime_teen_score": [[103, "anime-teen-score"]], "anime_teen": [[103, "anime-teen"]], "imgutils.validate.truncate": [[104, "module-imgutils.validate.truncate"]], "is_truncated_file": [[104, "is-truncated-file"]], "Welcome to imgutils\u2019s Documentation": [[105, "welcome-to-imgutils-s-documentation"]], "Overview": [[105, "overview"]], "Tutorials": [[105, null]], "Information": [[105, null]], "API Documentation": [[105, null]], "Run Environment Information": [[106, "Run-Environment-Information"], [107, "Run-Environment-Information"]], "Installation": [[108, "installation"]], "Quick Start": [[109, "quick-start"]]}, "indexentries": {"ascii_drawing() (in module imgutils.ascii.drawing)": [[0, "imgutils.ascii.drawing.ascii_drawing"]], "imgutils.ascii.drawing": [[0, "module-imgutils.ascii.drawing"]], "module": [[0, "module-imgutils.ascii.drawing"], [1, "module-imgutils.ascii"], [2, "module-imgutils.config"], [3, "module-imgutils.config.meta"], [4, "module-imgutils.data.background"], [5, "module-imgutils.data.blob"], [6, "module-imgutils.data.decode"], [7, "module-imgutils.data.encode"], [8, "module-imgutils.data.image"], [9, "module-imgutils.data"], [10, "module-imgutils.data.layer"], [11, "module-imgutils.detect.booru_yolo"], [12, "module-imgutils.detect.censor"], [13, "module-imgutils.detect.eye"], [14, "module-imgutils.detect.face"], [15, "module-imgutils.detect.halfbody"], [16, "module-imgutils.detect.hand"], [17, "module-imgutils.detect.head"], [18, "module-imgutils.detect"], [19, "module-imgutils.detect.nudenet"], [20, "module-imgutils.detect.person"], [21, "module-imgutils.detect.similarity"], [22, "module-imgutils.detect.text"], [23, "module-imgutils.detect.visual"], [24, "module-imgutils.edge.canny"], [25, "module-imgutils.edge"], [26, "module-imgutils.edge.lineart"], [27, "module-imgutils.edge.lineart_anime"], [28, "module-imgutils.generic.classify"], [29, "module-imgutils.generic.clip"], [30, "module-imgutils.generic.enhance"], [31, "module-imgutils.generic"], [32, "module-imgutils.generic.siglip"], [33, "module-imgutils.generic.yolo"], [34, "module-imgutils.metadata.geninfo"], [35, "module-imgutils.metadata"], [36, "module-imgutils.metadata.lsb"], [37, "module-imgutils.metrics.aesthetic"], [38, "module-imgutils.metrics.ccip"], [39, "module-imgutils.metrics.dbaesthetic"], [40, "module-imgutils.metrics"], [41, "module-imgutils.metrics.laplacian"], [42, "module-imgutils.metrics.lpips"], [43, "module-imgutils.metrics.psnr_"], [44, "module-imgutils.ocr"], [45, "module-imgutils.operate.align"], [46, "module-imgutils.operate.censor_"], [47, "module-imgutils.operate.imgcensor"], [48, "module-imgutils.operate"], [49, "module-imgutils.operate.squeeze"], [50, "module-imgutils.pose.dwpose"], [51, "module-imgutils.pose.format"], [52, "module-imgutils.pose"], [53, "module-imgutils.pose.visual"], [54, "module-imgutils.preprocess.base"], [55, "module-imgutils.preprocess"], [56, "module-imgutils.preprocess.pillow"], [57, "module-imgutils.preprocess.torchvision"], [58, "module-imgutils.preprocess.transformers"], [59, "module-imgutils.resource.background"], [60, "module-imgutils.resource"], [61, "module-imgutils.restore.adversarial"], [62, "module-imgutils.restore"], [63, "module-imgutils.restore.nafnet"], [64, "module-imgutils.restore.scunet"], [65, "module-imgutils.sd"], [66, "module-imgutils.sd.metadata"], [67, "module-imgutils.sd.model"], [68, "module-imgutils.sd.nai"], [69, "module-imgutils.segment"], [70, "module-imgutils.segment.isnetis"], [71, "module-imgutils.tagging.blacklist"], [72, "module-imgutils.tagging.character"], [73, "module-imgutils.tagging.deepdanbooru"], [74, "module-imgutils.tagging.deepgelbooru"], [75, "module-imgutils.tagging.format"], [76, "module-imgutils.tagging"], [77, "module-imgutils.tagging.match"], [78, "module-imgutils.tagging.mldanbooru"], [79, "module-imgutils.tagging.order"], [80, "module-imgutils.tagging.overlap"], [81, "module-imgutils.tagging.wd14"], [82, "module-imgutils.upscale.cdc"], [83, "module-imgutils.upscale"], [84, "module-imgutils.utils.cache"], [85, "module-imgutils.utils.func"], [86, "module-imgutils.utils"], [87, "module-imgutils.utils.onnxruntime"], [88, "module-imgutils.validate.aicheck"], [89, "module-imgutils.validate.bangumi_char"], [90, "module-imgutils.validate.classify"], [91, "module-imgutils.validate.color"], [92, "module-imgutils.validate.completeness"], [93, "module-imgutils.validate.dbrating"], [94, "module-imgutils.validate.furry"], [95, "module-imgutils.validate"], [96, "module-imgutils.validate.monochrome"], [97, "module-imgutils.validate.nsfw"], [98, "module-imgutils.validate.portrait"], [99, "module-imgutils.validate.rating"], [100, "module-imgutils.validate.real"], [101, "module-imgutils.validate.safe"], [102, "module-imgutils.validate.style_age"], [103, "module-imgutils.validate.teen"], [104, "module-imgutils.validate.truncate"]], "imgutils.ascii": [[1, "module-imgutils.ascii"]], "imgutils.config": [[2, "module-imgutils.config"]], "__author_email__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__AUTHOR_EMAIL__"]], "__author__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__AUTHOR__"]], "__description__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__DESCRIPTION__"]], "__title__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__TITLE__"]], "__version__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__VERSION__"]], "imgutils.config.meta": [[3, "module-imgutils.config.meta"]], "grid_background() (in module imgutils.data.background)": [[4, "imgutils.data.background.grid_background"]], "grid_transparent() (in module imgutils.data.background)": [[4, "imgutils.data.background.grid_transparent"]], "imgutils.data.background": [[4, "module-imgutils.data.background"]], "imgutils.data.blob": [[5, "module-imgutils.data.blob"]], "is_valid_image_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.is_valid_image_blob_url"]], "load_image_from_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.load_image_from_blob_url"]], "to_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.to_blob_url"]], "imgutils.data.decode": [[6, "module-imgutils.data.decode"]], "rgb_decode() (in module imgutils.data.decode)": [[6, "imgutils.data.decode.rgb_decode"]], "imgutils.data.encode": [[7, "module-imgutils.data.encode"]], "rgb_encode() (in module imgutils.data.encode)": [[7, "imgutils.data.encode.rgb_encode"]], "has_alpha_channel() (in module imgutils.data.image)": [[8, "imgutils.data.image.has_alpha_channel"]], "imgutils.data.image": [[8, "module-imgutils.data.image"]], "load_image() (in module imgutils.data.image)": [[8, "imgutils.data.image.load_image"]], "load_images() (in module imgutils.data.image)": [[8, "imgutils.data.image.load_images"]], "imgutils.data": [[9, "module-imgutils.data"]], "imgutils.data.layer": [[10, "module-imgutils.data.layer"]], "istack() (in module imgutils.data.layer)": [[10, "imgutils.data.layer.istack"]], "detect_with_booru_yolo() (in module imgutils.detect.booru_yolo)": [[11, "imgutils.detect.booru_yolo.detect_with_booru_yolo"]], "imgutils.detect.booru_yolo": [[11, "module-imgutils.detect.booru_yolo"]], "detect_censors() (in module imgutils.detect.censor)": [[12, "imgutils.detect.censor.detect_censors"]], "imgutils.detect.censor": [[12, "module-imgutils.detect.censor"]], "detect_eyes() (in module imgutils.detect.eye)": [[13, "imgutils.detect.eye.detect_eyes"]], "imgutils.detect.eye": [[13, "module-imgutils.detect.eye"]], "detect_faces() (in module imgutils.detect.face)": [[14, "imgutils.detect.face.detect_faces"]], "imgutils.detect.face": [[14, "module-imgutils.detect.face"]], "detect_halfbody() (in module imgutils.detect.halfbody)": [[15, "imgutils.detect.halfbody.detect_halfbody"]], "imgutils.detect.halfbody": [[15, "module-imgutils.detect.halfbody"]], "detect_hands() (in module imgutils.detect.hand)": [[16, "imgutils.detect.hand.detect_hands"]], "imgutils.detect.hand": [[16, "module-imgutils.detect.hand"]], "detect_heads() (in module imgutils.detect.head)": [[17, "imgutils.detect.head.detect_heads"]], "imgutils.detect.head": [[17, "module-imgutils.detect.head"]], "imgutils.detect": [[18, "module-imgutils.detect"]], "detect_with_nudenet() (in module imgutils.detect.nudenet)": [[19, "imgutils.detect.nudenet.detect_with_nudenet"]], "imgutils.detect.nudenet": [[19, "module-imgutils.detect.nudenet"]], "detect_person() (in module imgutils.detect.person)": [[20, "imgutils.detect.person.detect_person"]], "imgutils.detect.person": [[20, "module-imgutils.detect.person"]], "bboxes_similarity() (in module imgutils.detect.similarity)": [[21, "imgutils.detect.similarity.bboxes_similarity"]], "calculate_iou() (in module imgutils.detect.similarity)": [[21, "imgutils.detect.similarity.calculate_iou"]], "detection_similarity() (in module imgutils.detect.similarity)": [[21, "imgutils.detect.similarity.detection_similarity"]], "imgutils.detect.similarity": [[21, "module-imgutils.detect.similarity"]], "detect_text() (in module imgutils.detect.text)": [[22, "imgutils.detect.text.detect_text"]], "imgutils.detect.text": [[22, "module-imgutils.detect.text"]], "detection_visualize() (in module imgutils.detect.visual)": [[23, "imgutils.detect.visual.detection_visualize"]], "imgutils.detect.visual": [[23, "module-imgutils.detect.visual"]], "edge_image_with_canny() (in module imgutils.edge.canny)": [[24, "imgutils.edge.canny.edge_image_with_canny"]], "get_edge_by_canny() (in module imgutils.edge.canny)": [[24, "imgutils.edge.canny.get_edge_by_canny"]], "imgutils.edge.canny": [[24, "module-imgutils.edge.canny"]], "imgutils.edge": [[25, "module-imgutils.edge"]], "edge_image_with_lineart() (in module imgutils.edge.lineart)": [[26, "imgutils.edge.lineart.edge_image_with_lineart"]], "get_edge_by_lineart() (in module imgutils.edge.lineart)": [[26, "imgutils.edge.lineart.get_edge_by_lineart"]], "imgutils.edge.lineart": [[26, "module-imgutils.edge.lineart"]], "edge_image_with_lineart_anime() (in module imgutils.edge.lineart_anime)": [[27, "imgutils.edge.lineart_anime.edge_image_with_lineart_anime"]], "get_edge_by_lineart_anime() (in module imgutils.edge.lineart_anime)": [[27, "imgutils.edge.lineart_anime.get_edge_by_lineart_anime"]], "imgutils.edge.lineart_anime": [[27, "module-imgutils.edge.lineart_anime"]], "classifymodel (class in imgutils.generic.classify)": [[28, "imgutils.generic.classify.ClassifyModel"]], "__init__() (imgutils.generic.classify.classifymodel method)": [[28, "imgutils.generic.classify.ClassifyModel.__init__"]], "classify_predict() (in module imgutils.generic.classify)": [[28, "imgutils.generic.classify.classify_predict"]], "classify_predict_fmt() (in module imgutils.generic.classify)": [[28, "imgutils.generic.classify.classify_predict_fmt"]], "classify_predict_score() (in module imgutils.generic.classify)": [[28, "imgutils.generic.classify.classify_predict_score"]], "clear() (imgutils.generic.classify.classifymodel method)": [[28, "imgutils.generic.classify.ClassifyModel.clear"]], "imgutils.generic.classify": [[28, "module-imgutils.generic.classify"]], "launch_demo() (imgutils.generic.classify.classifymodel method)": [[28, "imgutils.generic.classify.ClassifyModel.launch_demo"]], "make_ui() (imgutils.generic.classify.classifymodel method)": [[28, "imgutils.generic.classify.ClassifyModel.make_ui"]], "predict() (imgutils.generic.classify.classifymodel method)": [[28, "imgutils.generic.classify.ClassifyModel.predict"]], "predict_fmt() (imgutils.generic.classify.classifymodel method)": [[28, "imgutils.generic.classify.ClassifyModel.predict_fmt"]], "predict_score() (imgutils.generic.classify.classifymodel method)": [[28, "imgutils.generic.classify.ClassifyModel.predict_score"]], "clipmodel (class in imgutils.generic.clip)": [[29, "imgutils.generic.clip.CLIPModel"]], "__init__() (imgutils.generic.clip.clipmodel method)": [[29, "imgutils.generic.clip.CLIPModel.__init__"]], "clear() (imgutils.generic.clip.clipmodel method)": [[29, "imgutils.generic.clip.CLIPModel.clear"]], "clip_image_encode() (in module imgutils.generic.clip)": [[29, "imgutils.generic.clip.clip_image_encode"]], "clip_predict() (in module imgutils.generic.clip)": [[29, "imgutils.generic.clip.clip_predict"]], "clip_text_encode() (in module imgutils.generic.clip)": [[29, "imgutils.generic.clip.clip_text_encode"]], "image_encode() (imgutils.generic.clip.clipmodel method)": [[29, "imgutils.generic.clip.CLIPModel.image_encode"]], "imgutils.generic.clip": [[29, "module-imgutils.generic.clip"]], "launch_demo() (imgutils.generic.clip.clipmodel method)": [[29, "imgutils.generic.clip.CLIPModel.launch_demo"]], "make_ui() (imgutils.generic.clip.clipmodel method)": [[29, "imgutils.generic.clip.CLIPModel.make_ui"]], "predict() (imgutils.generic.clip.clipmodel method)": [[29, "imgutils.generic.clip.CLIPModel.predict"]], "text_encode() (imgutils.generic.clip.clipmodel method)": [[29, "imgutils.generic.clip.CLIPModel.text_encode"]], "imageenhancer (class in imgutils.generic.enhance)": [[30, "imgutils.generic.enhance.ImageEnhancer"]], "__init__() (imgutils.generic.enhance.imageenhancer method)": [[30, "imgutils.generic.enhance.ImageEnhancer.__init__"]], "imgutils.generic.enhance": [[30, "module-imgutils.generic.enhance"]], "process() (imgutils.generic.enhance.imageenhancer method)": [[30, "imgutils.generic.enhance.ImageEnhancer.process"]], "imgutils.generic": [[31, "module-imgutils.generic"]], "siglipmodel (class in imgutils.generic.siglip)": [[32, "imgutils.generic.siglip.SigLIPModel"]], "__init__() (imgutils.generic.siglip.siglipmodel method)": [[32, "imgutils.generic.siglip.SigLIPModel.__init__"]], "clear() (imgutils.generic.siglip.siglipmodel method)": [[32, "imgutils.generic.siglip.SigLIPModel.clear"]], "image_encode() (imgutils.generic.siglip.siglipmodel method)": [[32, "imgutils.generic.siglip.SigLIPModel.image_encode"]], "imgutils.generic.siglip": [[32, "module-imgutils.generic.siglip"]], "launch_demo() (imgutils.generic.siglip.siglipmodel method)": [[32, "imgutils.generic.siglip.SigLIPModel.launch_demo"]], "make_ui() (imgutils.generic.siglip.siglipmodel method)": [[32, "imgutils.generic.siglip.SigLIPModel.make_ui"]], "predict() (imgutils.generic.siglip.siglipmodel method)": [[32, "imgutils.generic.siglip.SigLIPModel.predict"]], "siglip_image_encode() (in module imgutils.generic.siglip)": [[32, "imgutils.generic.siglip.siglip_image_encode"]], "siglip_predict() (in module imgutils.generic.siglip)": [[32, "imgutils.generic.siglip.siglip_predict"]], "siglip_text_encode() (in module imgutils.generic.siglip)": [[32, "imgutils.generic.siglip.siglip_text_encode"]], "text_encode() (imgutils.generic.siglip.siglipmodel method)": [[32, "imgutils.generic.siglip.SigLIPModel.text_encode"]], "yolomodel (class in imgutils.generic.yolo)": [[33, "imgutils.generic.yolo.YOLOModel"]], "__init__() (imgutils.generic.yolo.yolomodel method)": [[33, "imgutils.generic.yolo.YOLOModel.__init__"]], "clear() (imgutils.generic.yolo.yolomodel method)": [[33, "imgutils.generic.yolo.YOLOModel.clear"]], "imgutils.generic.yolo": [[33, "module-imgutils.generic.yolo"]], "launch_demo() (imgutils.generic.yolo.yolomodel method)": [[33, "imgutils.generic.yolo.YOLOModel.launch_demo"]], "make_ui() (imgutils.generic.yolo.yolomodel method)": [[33, "imgutils.generic.yolo.YOLOModel.make_ui"]], "predict() (imgutils.generic.yolo.yolomodel method)": [[33, "imgutils.generic.yolo.YOLOModel.predict"]], "yolo_predict() (in module imgutils.generic.yolo)": [[33, "imgutils.generic.yolo.yolo_predict"]], "imgutils.metadata.geninfo": [[34, "module-imgutils.metadata.geninfo"]], "read_geninfo_exif() (in module imgutils.metadata.geninfo)": [[34, "imgutils.metadata.geninfo.read_geninfo_exif"]], "read_geninfo_gif() (in module imgutils.metadata.geninfo)": [[34, "imgutils.metadata.geninfo.read_geninfo_gif"]], "read_geninfo_parameters() (in module imgutils.metadata.geninfo)": [[34, "imgutils.metadata.geninfo.read_geninfo_parameters"]], "write_geninfo_exif() (in module imgutils.metadata.geninfo)": [[34, "imgutils.metadata.geninfo.write_geninfo_exif"]], "write_geninfo_gif() (in module imgutils.metadata.geninfo)": [[34, "imgutils.metadata.geninfo.write_geninfo_gif"]], "write_geninfo_parameters() (in module imgutils.metadata.geninfo)": [[34, "imgutils.metadata.geninfo.write_geninfo_parameters"]], "imgutils.metadata": [[35, "module-imgutils.metadata"]], "imagelsbdataextractor (class in imgutils.metadata.lsb)": [[36, "imgutils.metadata.lsb.ImageLsbDataExtractor"]], "lsbextractor (class in imgutils.metadata.lsb)": [[36, "imgutils.metadata.lsb.LSBExtractor"]], "lsbreaderror (class in imgutils.metadata.lsb)": [[36, "imgutils.metadata.lsb.LSBReadError"]], "__init__() (imgutils.metadata.lsb.imagelsbdataextractor method)": [[36, "imgutils.metadata.lsb.ImageLsbDataExtractor.__init__"]], "__init__() (imgutils.metadata.lsb.lsbextractor method)": [[36, "imgutils.metadata.lsb.LSBExtractor.__init__"]], "extract_data() (imgutils.metadata.lsb.imagelsbdataextractor method)": [[36, "imgutils.metadata.lsb.ImageLsbDataExtractor.extract_data"]], "get_next_n_bytes() (imgutils.metadata.lsb.lsbextractor method)": [[36, "imgutils.metadata.lsb.LSBExtractor.get_next_n_bytes"]], "get_one_byte() (imgutils.metadata.lsb.lsbextractor method)": [[36, "imgutils.metadata.lsb.LSBExtractor.get_one_byte"]], "imgutils.metadata.lsb": [[36, "module-imgutils.metadata.lsb"]], "inject_data() (in module imgutils.metadata.lsb)": [[36, "imgutils.metadata.lsb.inject_data"]], "read_32bit_integer() (imgutils.metadata.lsb.lsbextractor method)": [[36, "imgutils.metadata.lsb.LSBExtractor.read_32bit_integer"]], "read_lsb_metadata() (in module imgutils.metadata.lsb)": [[36, "imgutils.metadata.lsb.read_lsb_metadata"]], "read_lsb_raw_bytes() (in module imgutils.metadata.lsb)": [[36, "imgutils.metadata.lsb.read_lsb_raw_bytes"]], "serialize_json() (in module imgutils.metadata.lsb)": [[36, "imgutils.metadata.lsb.serialize_json"]], "serialize_pnginfo() (in module imgutils.metadata.lsb)": [[36, "imgutils.metadata.lsb.serialize_pnginfo"]], "write_lsb_metadata() (in module imgutils.metadata.lsb)": [[36, "imgutils.metadata.lsb.write_lsb_metadata"]], "write_lsb_raw_bytes() (in module imgutils.metadata.lsb)": [[36, "imgutils.metadata.lsb.write_lsb_raw_bytes"]], "get_aesthetic_score() (in module imgutils.metrics.aesthetic)": [[37, "imgutils.metrics.aesthetic.get_aesthetic_score"]], "imgutils.metrics.aesthetic": [[37, "module-imgutils.metrics.aesthetic"]], "ccip_batch_differences() (in module imgutils.metrics.ccip)": [[38, "imgutils.metrics.ccip.ccip_batch_differences"]], "ccip_batch_extract_features() (in module imgutils.metrics.ccip)": [[38, "imgutils.metrics.ccip.ccip_batch_extract_features"]], "ccip_batch_same() (in module imgutils.metrics.ccip)": [[38, "imgutils.metrics.ccip.ccip_batch_same"]], "ccip_clustering() (in module imgutils.metrics.ccip)": [[38, "imgutils.metrics.ccip.ccip_clustering"]], "ccip_default_clustering_params() (in module imgutils.metrics.ccip)": [[38, "imgutils.metrics.ccip.ccip_default_clustering_params"]], "ccip_default_threshold() (in module imgutils.metrics.ccip)": [[38, "imgutils.metrics.ccip.ccip_default_threshold"]], "ccip_difference() (in module imgutils.metrics.ccip)": [[38, "imgutils.metrics.ccip.ccip_difference"]], "ccip_extract_feature() (in module imgutils.metrics.ccip)": [[38, "imgutils.metrics.ccip.ccip_extract_feature"]], "ccip_merge() (in module imgutils.metrics.ccip)": [[38, "imgutils.metrics.ccip.ccip_merge"]], "ccip_same() (in module imgutils.metrics.ccip)": [[38, "imgutils.metrics.ccip.ccip_same"]], "imgutils.metrics.ccip": [[38, "module-imgutils.metrics.ccip"]], "anime_dbaesthetic() (in module imgutils.metrics.dbaesthetic)": [[39, "imgutils.metrics.dbaesthetic.anime_dbaesthetic"]], "imgutils.metrics.dbaesthetic": [[39, "module-imgutils.metrics.dbaesthetic"]], "imgutils.metrics": [[40, "module-imgutils.metrics"]], "imgutils.metrics.laplacian": [[41, "module-imgutils.metrics.laplacian"]], "laplacian_score() (in module imgutils.metrics.laplacian)": [[41, "imgutils.metrics.laplacian.laplacian_score"]], "imgutils.metrics.lpips": [[42, "module-imgutils.metrics.lpips"]], "lpips_clustering() (in module imgutils.metrics.lpips)": [[42, "imgutils.metrics.lpips.lpips_clustering"]], "lpips_difference() (in module imgutils.metrics.lpips)": [[42, "imgutils.metrics.lpips.lpips_difference"]], "lpips_extract_feature() (in module imgutils.metrics.lpips)": [[42, "imgutils.metrics.lpips.lpips_extract_feature"]], "imgutils.metrics.psnr_": [[43, "module-imgutils.metrics.psnr_"]], "psnr() (in module imgutils.metrics.psnr_)": [[43, "imgutils.metrics.psnr_.psnr"]], "detect_text_with_ocr() (in module imgutils.ocr)": [[44, "imgutils.ocr.detect_text_with_ocr"]], "imgutils.ocr": [[44, "module-imgutils.ocr"]], "list_det_models() (in module imgutils.ocr)": [[44, "imgutils.ocr.list_det_models"]], "list_rec_models() (in module imgutils.ocr)": [[44, "imgutils.ocr.list_rec_models"]], "ocr() (in module imgutils.ocr)": [[44, "imgutils.ocr.ocr"]], "align_maxsize() (in module imgutils.operate.align)": [[45, "imgutils.operate.align.align_maxsize"]], "imgutils.operate.align": [[45, "module-imgutils.operate.align"]], "basecensor (class in imgutils.operate.censor_)": [[46, "imgutils.operate.censor_.BaseCensor"]], "blurcensor (class in imgutils.operate.censor_)": [[46, "imgutils.operate.censor_.BlurCensor"]], "colorcensor (class in imgutils.operate.censor_)": [[46, "imgutils.operate.censor_.ColorCensor"]], "pixelatecensor (class in imgutils.operate.censor_)": [[46, "imgutils.operate.censor_.PixelateCensor"]], "censor_area() (imgutils.operate.censor_.basecensor method)": [[46, "imgutils.operate.censor_.BaseCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.blurcensor method)": [[46, "imgutils.operate.censor_.BlurCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.colorcensor method)": [[46, "imgutils.operate.censor_.ColorCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.pixelatecensor method)": [[46, "imgutils.operate.censor_.PixelateCensor.censor_area"]], "censor_areas() (in module imgutils.operate.censor_)": [[46, "imgutils.operate.censor_.censor_areas"]], "censor_nsfw() (in module imgutils.operate.censor_)": [[46, "imgutils.operate.censor_.censor_nsfw"]], "imgutils.operate.censor_": [[46, "module-imgutils.operate.censor_"]], "register_censor_method() (in module imgutils.operate.censor_)": [[46, "imgutils.operate.censor_.register_censor_method"]], "emojibasedcensor (class in imgutils.operate.imgcensor)": [[47, "imgutils.operate.imgcensor.EmojiBasedCensor"]], "imagebasedcensor (class in imgutils.operate.imgcensor)": [[47, "imgutils.operate.imgcensor.ImageBasedCensor"]], "singleimage (class in imgutils.operate.imgcensor)": [[47, "imgutils.operate.imgcensor.SingleImage"]], "__init__() (imgutils.operate.imgcensor.singleimage method)": [[47, "imgutils.operate.imgcensor.SingleImage.__init__"]], "censor_area() (imgutils.operate.imgcensor.emojibasedcensor method)": [[47, "imgutils.operate.imgcensor.EmojiBasedCensor.censor_area"]], "censor_area() (imgutils.operate.imgcensor.imagebasedcensor method)": [[47, "imgutils.operate.imgcensor.ImageBasedCensor.censor_area"]], "find_for_area() (imgutils.operate.imgcensor.singleimage method)": [[47, "imgutils.operate.imgcensor.SingleImage.find_for_area"]], "height (imgutils.operate.imgcensor.singleimage property)": [[47, "imgutils.operate.imgcensor.SingleImage.height"]], "imgutils.operate.imgcensor": [[47, "module-imgutils.operate.imgcensor"]], "width (imgutils.operate.imgcensor.singleimage property)": [[47, "imgutils.operate.imgcensor.SingleImage.width"]], "imgutils.operate": [[48, "module-imgutils.operate"]], "imgutils.operate.squeeze": [[49, "module-imgutils.operate.squeeze"]], "squeeze() (in module imgutils.operate.squeeze)": [[49, "imgutils.operate.squeeze.squeeze"]], "squeeze_with_transparency() (in module imgutils.operate.squeeze)": [[49, "imgutils.operate.squeeze.squeeze_with_transparency"]], "dwpose_estimate() (in module imgutils.pose.dwpose)": [[50, "imgutils.pose.dwpose.dwpose_estimate"]], "imgutils.pose.dwpose": [[50, "module-imgutils.pose.dwpose"]], "left_ankle (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.LEFT_ANKLE"]], "left_big_toe (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.LEFT_BIG_TOE"]], "left_ear (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.LEFT_EAR"]], "left_elbow (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.LEFT_ELBOW"]], "left_eye (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.LEFT_EYE"]], "left_heel (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.LEFT_HEEL"]], "left_hip (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.LEFT_HIP"]], "left_knee (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.LEFT_KNEE"]], "left_shoulder (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.LEFT_SHOULDER"]], "left_small_toe (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.LEFT_SMALL_TOE"]], "left_wrist (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.LEFT_WRIST"]], "neck (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.NECK"]], "nose (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.NOSE"]], "op18keypointset (class in imgutils.pose.format)": [[51, "imgutils.pose.format.OP18KeyPointSet"]], "op18_body_max (in module imgutils.pose.format)": [[51, "imgutils.pose.format.OP18_BODY_MAX"]], "op18_body_min (in module imgutils.pose.format)": [[51, "imgutils.pose.format.OP18_BODY_MIN"]], "op18_face_max (in module imgutils.pose.format)": [[51, "imgutils.pose.format.OP18_FACE_MAX"]], "op18_face_min (in module imgutils.pose.format)": [[51, "imgutils.pose.format.OP18_FACE_MIN"]], "op18_left_foot_max (in module imgutils.pose.format)": [[51, "imgutils.pose.format.OP18_LEFT_FOOT_MAX"]], "op18_left_foot_min (in module imgutils.pose.format)": [[51, "imgutils.pose.format.OP18_LEFT_FOOT_MIN"]], "op18_left_hand_max (in module imgutils.pose.format)": [[51, "imgutils.pose.format.OP18_LEFT_HAND_MAX"]], "op18_left_hand_min (in module imgutils.pose.format)": [[51, "imgutils.pose.format.OP18_LEFT_HAND_MIN"]], "op18_right_foot_max (in module imgutils.pose.format)": [[51, "imgutils.pose.format.OP18_RIGHT_FOOT_MAX"]], "op18_right_foot_min (in module imgutils.pose.format)": [[51, "imgutils.pose.format.OP18_RIGHT_FOOT_MIN"]], "op18_right_hand_max (in module imgutils.pose.format)": [[51, "imgutils.pose.format.OP18_RIGHT_HAND_MAX"]], "op18_right_hand_min (in module imgutils.pose.format)": [[51, "imgutils.pose.format.OP18_RIGHT_HAND_MIN"]], "right_ankle (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.RIGHT_ANKLE"]], "right_big_toe (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.RIGHT_BIG_TOE"]], "right_ear (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.RIGHT_EAR"]], "right_elbow (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.RIGHT_ELBOW"]], "right_eye (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.RIGHT_EYE"]], "right_heel (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.RIGHT_HEEL"]], "right_hip (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.RIGHT_HIP"]], "right_knee (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.RIGHT_KNEE"]], "right_shoulder (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.RIGHT_SHOULDER"]], "right_small_toe (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.RIGHT_SMALL_TOE"]], "right_wrist (imgutils.pose.format.openpose18 attribute)": [[51, "imgutils.pose.format.OpenPose18.RIGHT_WRIST"]], "__init__() (imgutils.pose.format.op18keypointset method)": [[51, "imgutils.pose.format.OP18KeyPointSet.__init__"]], "__mul__() (imgutils.pose.format.op18keypointset method)": [[51, "imgutils.pose.format.OP18KeyPointSet.__mul__"]], "__truediv__() (imgutils.pose.format.op18keypointset method)": [[51, "imgutils.pose.format.OP18KeyPointSet.__truediv__"]], "body (imgutils.pose.format.op18keypointset property)": [[51, "imgutils.pose.format.OP18KeyPointSet.body"]], "face (imgutils.pose.format.op18keypointset property)": [[51, "imgutils.pose.format.OP18KeyPointSet.face"]], "imgutils.pose.format": [[51, "module-imgutils.pose.format"]], "left_foot (imgutils.pose.format.op18keypointset property)": [[51, "imgutils.pose.format.OP18KeyPointSet.left_foot"]], "left_hand (imgutils.pose.format.op18keypointset property)": [[51, "imgutils.pose.format.OP18KeyPointSet.left_hand"]], "right_foot (imgutils.pose.format.op18keypointset property)": [[51, "imgutils.pose.format.OP18KeyPointSet.right_foot"]], "right_hand (imgutils.pose.format.op18keypointset property)": [[51, "imgutils.pose.format.OP18KeyPointSet.right_hand"]], "imgutils.pose": [[52, "module-imgutils.pose"]], "imgutils.pose.visual": [[53, "module-imgutils.pose.visual"]], "op18_visualize() (in module imgutils.pose.visual)": [[53, "imgutils.pose.visual.op18_visualize"]], "notparsetarget (class in imgutils.preprocess.base)": [[54, "imgutils.preprocess.base.NotParseTarget"]], "imgutils.preprocess.base": [[54, "module-imgutils.preprocess.base"]], "imgutils.preprocess": [[55, "module-imgutils.preprocess"]], "create_pillow_transforms() (in module imgutils.preprocess.pillow)": [[56, "imgutils.preprocess.pillow.create_pillow_transforms"]], "imgutils.preprocess.pillow": [[56, "module-imgutils.preprocess.pillow"]], "parse_pillow_transforms() (in module imgutils.preprocess.pillow)": [[56, "imgutils.preprocess.pillow.parse_pillow_transforms"]], "register_pillow_parse() (in module imgutils.preprocess.pillow)": [[56, "imgutils.preprocess.pillow.register_pillow_parse"]], "register_pillow_transform() (in module imgutils.preprocess.pillow)": [[56, "imgutils.preprocess.pillow.register_pillow_transform"]], "create_torchvision_transforms() (in module imgutils.preprocess.torchvision)": [[57, "imgutils.preprocess.torchvision.create_torchvision_transforms"]], "imgutils.preprocess.torchvision": [[57, "module-imgutils.preprocess.torchvision"]], "parse_torchvision_transforms() (in module imgutils.preprocess.torchvision)": [[57, "imgutils.preprocess.torchvision.parse_torchvision_transforms"]], "register_torchvision_parse() (in module imgutils.preprocess.torchvision)": [[57, "imgutils.preprocess.torchvision.register_torchvision_parse"]], "register_torchvision_transform() (in module imgutils.preprocess.torchvision)": [[57, "imgutils.preprocess.torchvision.register_torchvision_transform"]], "notprocessortypeerror (class in imgutils.preprocess.transformers)": [[58, "imgutils.preprocess.transformers.NotProcessorTypeError"]], "convert_to_size_dict() (in module imgutils.preprocess.transformers)": [[58, "imgutils.preprocess.transformers.convert_to_size_dict"]], "create_bit_transforms() (in module imgutils.preprocess.transformers)": [[58, "imgutils.preprocess.transformers.create_bit_transforms"]], "create_blip_transforms() (in module imgutils.preprocess.transformers)": [[58, "imgutils.preprocess.transformers.create_blip_transforms"]], "create_clip_transforms() (in module imgutils.preprocess.transformers)": [[58, "imgutils.preprocess.transformers.create_clip_transforms"]], "create_convnext_transforms() (in module imgutils.preprocess.transformers)": [[58, "imgutils.preprocess.transformers.create_convnext_transforms"]], "create_mobilenetv2_transforms() (in module imgutils.preprocess.transformers)": [[58, "imgutils.preprocess.transformers.create_mobilenetv2_transforms"]], "create_siglip_transforms() (in module imgutils.preprocess.transformers)": [[58, "imgutils.preprocess.transformers.create_siglip_transforms"]], "create_transforms_from_bit_processor() (in module imgutils.preprocess.transformers)": [[58, "imgutils.preprocess.transformers.create_transforms_from_bit_processor"]], "create_transforms_from_blip_processor() (in module imgutils.preprocess.transformers)": [[58, "imgutils.preprocess.transformers.create_transforms_from_blip_processor"]], "create_transforms_from_clip_processor() (in module imgutils.preprocess.transformers)": [[58, "imgutils.preprocess.transformers.create_transforms_from_clip_processor"]], "create_transforms_from_convnext_processor() (in module imgutils.preprocess.transformers)": [[58, "imgutils.preprocess.transformers.create_transforms_from_convnext_processor"]], "create_transforms_from_mobilenetv2_processor() (in module imgutils.preprocess.transformers)": [[58, "imgutils.preprocess.transformers.create_transforms_from_mobilenetv2_processor"]], "create_transforms_from_siglip_processor() (in module imgutils.preprocess.transformers)": [[58, "imgutils.preprocess.transformers.create_transforms_from_siglip_processor"]], "create_transforms_from_transformers() (in module imgutils.preprocess.transformers)": [[58, "imgutils.preprocess.transformers.create_transforms_from_transformers"]], "create_transforms_from_vit_processor() (in module imgutils.preprocess.transformers)": [[58, "imgutils.preprocess.transformers.create_transforms_from_vit_processor"]], "create_vit_transforms() (in module imgutils.preprocess.transformers)": [[58, "imgutils.preprocess.transformers.create_vit_transforms"]], "get_size_dict() (in module imgutils.preprocess.transformers)": [[58, "imgutils.preprocess.transformers.get_size_dict"]], "imgutils.preprocess.transformers": [[58, "module-imgutils.preprocess.transformers"]], "is_valid_size_dict() (in module imgutils.preprocess.transformers)": [[58, "imgutils.preprocess.transformers.is_valid_size_dict"]], "register_creators_for_transformers() (in module imgutils.preprocess.transformers)": [[58, "imgutils.preprocess.transformers.register_creators_for_transformers"]], "backgroundimageset (class in imgutils.resource.background)": [[59, "imgutils.resource.background.BackgroundImageSet"]], "__init__() (imgutils.resource.background.backgroundimageset method)": [[59, "imgutils.resource.background.BackgroundImageSet.__init__"]], "get_bg_image() (in module imgutils.resource.background)": [[59, "imgutils.resource.background.get_bg_image"]], "get_bg_image_file() (in module imgutils.resource.background)": [[59, "imgutils.resource.background.get_bg_image_file"]], "get_image() (imgutils.resource.background.backgroundimageset method)": [[59, "imgutils.resource.background.BackgroundImageSet.get_image"]], "get_image_file() (imgutils.resource.background.backgroundimageset method)": [[59, "imgutils.resource.background.BackgroundImageSet.get_image_file"]], "imgutils.resource.background": [[59, "module-imgutils.resource.background"]], "list_bg_image_files() (in module imgutils.resource.background)": [[59, "imgutils.resource.background.list_bg_image_files"]], "list_image_files() (imgutils.resource.background.backgroundimageset method)": [[59, "imgutils.resource.background.BackgroundImageSet.list_image_files"]], "random_bg_image() (in module imgutils.resource.background)": [[59, "imgutils.resource.background.random_bg_image"]], "random_bg_image_file() (in module imgutils.resource.background)": [[59, "imgutils.resource.background.random_bg_image_file"]], "random_image() (imgutils.resource.background.backgroundimageset method)": [[59, "imgutils.resource.background.BackgroundImageSet.random_image"]], "random_image_file() (imgutils.resource.background.backgroundimageset method)": [[59, "imgutils.resource.background.BackgroundImageSet.random_image_file"]], "imgutils.resource": [[60, "module-imgutils.resource"]], "imgutils.restore.adversarial": [[61, "module-imgutils.restore.adversarial"]], "remove_adversarial_noise() (in module imgutils.restore.adversarial)": [[61, "imgutils.restore.adversarial.remove_adversarial_noise"]], "imgutils.restore": [[62, "module-imgutils.restore"]], "imgutils.restore.nafnet": [[63, "module-imgutils.restore.nafnet"]], "restore_with_nafnet() (in module imgutils.restore.nafnet)": [[63, "imgutils.restore.nafnet.restore_with_nafnet"]], "imgutils.restore.scunet": [[64, "module-imgutils.restore.scunet"]], "restore_with_scunet() (in module imgutils.restore.scunet)": [[64, "imgutils.restore.scunet.restore_with_scunet"]], "imgutils.sd": [[65, "module-imgutils.sd"]], "sdmetadata (class in imgutils.sd.metadata)": [[66, "imgutils.sd.metadata.SDMetaData"]], "__str__() (imgutils.sd.metadata.sdmetadata method)": [[66, "imgutils.sd.metadata.SDMetaData.__str__"]], "get_sdmeta_from_image() (in module imgutils.sd.metadata)": [[66, "imgutils.sd.metadata.get_sdmeta_from_image"]], "imgutils.sd.metadata": [[66, "module-imgutils.sd.metadata"]], "parse_sdmeta_from_text() (in module imgutils.sd.metadata)": [[66, "imgutils.sd.metadata.parse_sdmeta_from_text"]], "pnginfo (imgutils.sd.metadata.sdmetadata property)": [[66, "imgutils.sd.metadata.SDMetaData.pnginfo"]], "save_image_with_sdmeta() (in module imgutils.sd.metadata)": [[66, "imgutils.sd.metadata.save_image_with_sdmeta"]], "text (imgutils.sd.metadata.sdmetadata property)": [[66, "imgutils.sd.metadata.SDMetaData.text"]], "imgutils.sd.model": [[67, "module-imgutils.sd.model"]], "read_metadata() (in module imgutils.sd.model)": [[67, "imgutils.sd.model.read_metadata"]], "save_with_metadata() (in module imgutils.sd.model)": [[67, "imgutils.sd.model.save_with_metadata"]], "naimetadata (class in imgutils.sd.nai)": [[68, "imgutils.sd.nai.NAIMetaData"], [68, "imgutils.sd.nai.NAIMetadata"]], "__init__() (imgutils.sd.nai.naimetadata method)": [[68, "imgutils.sd.nai.NAIMetaData.__init__"]], "add_naimeta_to_image() (in module imgutils.sd.nai)": [[68, "imgutils.sd.nai.add_naimeta_to_image"]], "get_naimeta_from_image() (in module imgutils.sd.nai)": [[68, "imgutils.sd.nai.get_naimeta_from_image"]], "imgutils.sd.nai": [[68, "module-imgutils.sd.nai"]], "pnginfo (imgutils.sd.nai.naimetadata property)": [[68, "imgutils.sd.nai.NAIMetaData.pnginfo"]], "save_image_with_naimeta() (in module imgutils.sd.nai)": [[68, "imgutils.sd.nai.save_image_with_naimeta"]], "imgutils.segment": [[69, "module-imgutils.segment"]], "get_isnetis_mask() (in module imgutils.segment.isnetis)": [[70, "imgutils.segment.isnetis.get_isnetis_mask"]], "imgutils.segment.isnetis": [[70, "module-imgutils.segment.isnetis"]], "segment_rgba_with_isnetis() (in module imgutils.segment.isnetis)": [[70, "imgutils.segment.isnetis.segment_rgba_with_isnetis"]], "segment_with_isnetis() (in module imgutils.segment.isnetis)": [[70, "imgutils.segment.isnetis.segment_with_isnetis"]], "drop_blacklisted_tags() (in module imgutils.tagging.blacklist)": [[71, "imgutils.tagging.blacklist.drop_blacklisted_tags"]], "imgutils.tagging.blacklist": [[71, "module-imgutils.tagging.blacklist"]], "is_blacklisted() (in module imgutils.tagging.blacklist)": [[71, "imgutils.tagging.blacklist.is_blacklisted"]], "char_prefixes (in module imgutils.tagging.character)": [[72, "imgutils.tagging.character.CHAR_PREFIXES"]], "char_suffixes (in module imgutils.tagging.character)": [[72, "imgutils.tagging.character.CHAR_SUFFIXES"]], "char_whitelist_prefix (in module imgutils.tagging.character)": [[72, "imgutils.tagging.character.CHAR_WHITELIST_PREFIX"]], "char_whitelist_suffix (in module imgutils.tagging.character)": [[72, "imgutils.tagging.character.CHAR_WHITELIST_SUFFIX"]], "char_whitelist_word (in module imgutils.tagging.character)": [[72, "imgutils.tagging.character.CHAR_WHITELIST_WORD"]], "charactertagpool (class in imgutils.tagging.character)": [[72, "imgutils.tagging.character.CharacterTagPool"]], "__init__() (imgutils.tagging.character.charactertagpool method)": [[72, "imgutils.tagging.character.CharacterTagPool.__init__"]], "drop_basic_character_tags() (imgutils.tagging.character.charactertagpool method)": [[72, "imgutils.tagging.character.CharacterTagPool.drop_basic_character_tags"]], "drop_basic_character_tags() (in module imgutils.tagging.character)": [[72, "imgutils.tagging.character.drop_basic_character_tags"]], "imgutils.tagging.character": [[72, "module-imgutils.tagging.character"]], "is_basic_character_tag() (imgutils.tagging.character.charactertagpool method)": [[72, "imgutils.tagging.character.CharacterTagPool.is_basic_character_tag"]], "is_basic_character_tag() (in module imgutils.tagging.character)": [[72, "imgutils.tagging.character.is_basic_character_tag"]], "get_deepdanbooru_tags() (in module imgutils.tagging.deepdanbooru)": [[73, "imgutils.tagging.deepdanbooru.get_deepdanbooru_tags"]], "imgutils.tagging.deepdanbooru": [[73, "module-imgutils.tagging.deepdanbooru"]], "get_deepgelbooru_tags() (in module imgutils.tagging.deepgelbooru)": [[74, "imgutils.tagging.deepgelbooru.get_deepgelbooru_tags"]], "imgutils.tagging.deepgelbooru": [[74, "module-imgutils.tagging.deepgelbooru"]], "add_underline() (in module imgutils.tagging.format)": [[75, "imgutils.tagging.format.add_underline"]], "imgutils.tagging.format": [[75, "module-imgutils.tagging.format"]], "remove_underline() (in module imgutils.tagging.format)": [[75, "imgutils.tagging.format.remove_underline"]], "tags_to_text() (in module imgutils.tagging.format)": [[75, "imgutils.tagging.format.tags_to_text"]], "imgutils.tagging": [[76, "module-imgutils.tagging"]], "imgutils.tagging.match": [[77, "module-imgutils.tagging.match"]], "tag_match_full() (in module imgutils.tagging.match)": [[77, "imgutils.tagging.match.tag_match_full"]], "tag_match_prefix() (in module imgutils.tagging.match)": [[77, "imgutils.tagging.match.tag_match_prefix"]], "tag_match_suffix() (in module imgutils.tagging.match)": [[77, "imgutils.tagging.match.tag_match_suffix"]], "get_mldanbooru_tags() (in module imgutils.tagging.mldanbooru)": [[78, "imgutils.tagging.mldanbooru.get_mldanbooru_tags"]], "imgutils.tagging.mldanbooru": [[78, "module-imgutils.tagging.mldanbooru"]], "imgutils.tagging.order": [[79, "module-imgutils.tagging.order"]], "sort_tags() (in module imgutils.tagging.order)": [[79, "imgutils.tagging.order.sort_tags"]], "drop_overlap_tags() (in module imgutils.tagging.overlap)": [[80, "imgutils.tagging.overlap.drop_overlap_tags"]], "imgutils.tagging.overlap": [[80, "module-imgutils.tagging.overlap"]], "convert_wd14_emb_to_prediction() (in module imgutils.tagging.wd14)": [[81, "imgutils.tagging.wd14.convert_wd14_emb_to_prediction"]], "denormalize_wd14_emb() (in module imgutils.tagging.wd14)": [[81, "imgutils.tagging.wd14.denormalize_wd14_emb"]], "get_wd14_tags() (in module imgutils.tagging.wd14)": [[81, "imgutils.tagging.wd14.get_wd14_tags"]], "imgutils.tagging.wd14": [[81, "module-imgutils.tagging.wd14"]], "imgutils.upscale.cdc": [[82, "module-imgutils.upscale.cdc"]], "upscale_with_cdc() (in module imgutils.upscale.cdc)": [[82, "imgutils.upscale.cdc.upscale_with_cdc"]], "imgutils.upscale": [[83, "module-imgutils.upscale"]], "imgutils.utils.cache": [[84, "module-imgutils.utils.cache"]], "ts_lru_cache() (in module imgutils.utils.cache)": [[84, "imgutils.utils.cache.ts_lru_cache"]], "imgutils.utils.func": [[85, "module-imgutils.utils.func"]], "sigmoid() (in module imgutils.utils.func)": [[85, "imgutils.utils.func.sigmoid"]], "imgutils.utils": [[86, "module-imgutils.utils"]], "get_onnx_provider() (in module imgutils.utils.onnxruntime)": [[87, "imgutils.utils.onnxruntime.get_onnx_provider"]], "imgutils.utils.onnxruntime": [[87, "module-imgutils.utils.onnxruntime"]], "open_onnx_model() (in module imgutils.utils.onnxruntime)": [[87, "imgutils.utils.onnxruntime.open_onnx_model"]], "get_ai_created_score() (in module imgutils.validate.aicheck)": [[88, "imgutils.validate.aicheck.get_ai_created_score"]], "imgutils.validate.aicheck": [[88, "module-imgutils.validate.aicheck"]], "is_ai_created() (in module imgutils.validate.aicheck)": [[88, "imgutils.validate.aicheck.is_ai_created"]], "anime_bangumi_char() (in module imgutils.validate.bangumi_char)": [[89, "imgutils.validate.bangumi_char.anime_bangumi_char"]], "anime_bangumi_char_score() (in module imgutils.validate.bangumi_char)": [[89, "imgutils.validate.bangumi_char.anime_bangumi_char_score"]], "imgutils.validate.bangumi_char": [[89, "module-imgutils.validate.bangumi_char"]], "anime_classify() (in module imgutils.validate.classify)": [[90, "imgutils.validate.classify.anime_classify"]], "anime_classify_score() (in module imgutils.validate.classify)": [[90, "imgutils.validate.classify.anime_classify_score"]], "imgutils.validate.classify": [[90, "module-imgutils.validate.classify"]], "imgutils.validate.color": [[91, "module-imgutils.validate.color"]], "is_greyscale() (in module imgutils.validate.color)": [[91, "imgutils.validate.color.is_greyscale"]], "anime_completeness() (in module imgutils.validate.completeness)": [[92, "imgutils.validate.completeness.anime_completeness"]], "anime_completeness_score() (in module imgutils.validate.completeness)": [[92, "imgutils.validate.completeness.anime_completeness_score"]], "imgutils.validate.completeness": [[92, "module-imgutils.validate.completeness"]], "anime_dbrating() (in module imgutils.validate.dbrating)": [[93, "imgutils.validate.dbrating.anime_dbrating"]], "anime_dbrating_score() (in module imgutils.validate.dbrating)": [[93, "imgutils.validate.dbrating.anime_dbrating_score"]], "imgutils.validate.dbrating": [[93, "module-imgutils.validate.dbrating"]], "anime_furry() (in module imgutils.validate.furry)": [[94, "imgutils.validate.furry.anime_furry"]], "anime_furry_score() (in module imgutils.validate.furry)": [[94, "imgutils.validate.furry.anime_furry_score"]], "imgutils.validate.furry": [[94, "module-imgutils.validate.furry"]], "imgutils.validate": [[95, "module-imgutils.validate"]], "get_monochrome_score() (in module imgutils.validate.monochrome)": [[96, "imgutils.validate.monochrome.get_monochrome_score"]], "imgutils.validate.monochrome": [[96, "module-imgutils.validate.monochrome"]], "is_monochrome() (in module imgutils.validate.monochrome)": [[96, "imgutils.validate.monochrome.is_monochrome"]], "imgutils.validate.nsfw": [[97, "module-imgutils.validate.nsfw"]], "nsfw_pred() (in module imgutils.validate.nsfw)": [[97, "imgutils.validate.nsfw.nsfw_pred"]], "nsfw_pred_score() (in module imgutils.validate.nsfw)": [[97, "imgutils.validate.nsfw.nsfw_pred_score"]], "anime_portrait() (in module imgutils.validate.portrait)": [[98, "imgutils.validate.portrait.anime_portrait"]], "anime_portrait_score() (in module imgutils.validate.portrait)": [[98, "imgutils.validate.portrait.anime_portrait_score"]], "imgutils.validate.portrait": [[98, "module-imgutils.validate.portrait"]], "anime_rating() (in module imgutils.validate.rating)": [[99, "imgutils.validate.rating.anime_rating"]], "anime_rating_score() (in module imgutils.validate.rating)": [[99, "imgutils.validate.rating.anime_rating_score"]], "imgutils.validate.rating": [[99, "module-imgutils.validate.rating"]], "anime_real() (in module imgutils.validate.real)": [[100, "imgutils.validate.real.anime_real"]], "anime_real_score() (in module imgutils.validate.real)": [[100, "imgutils.validate.real.anime_real_score"]], "imgutils.validate.real": [[100, "module-imgutils.validate.real"]], "imgutils.validate.safe": [[101, "module-imgutils.validate.safe"]], "safe_check() (in module imgutils.validate.safe)": [[101, "imgutils.validate.safe.safe_check"]], "safe_check_score() (in module imgutils.validate.safe)": [[101, "imgutils.validate.safe.safe_check_score"]], "anime_style_age() (in module imgutils.validate.style_age)": [[102, "imgutils.validate.style_age.anime_style_age"]], "anime_style_age_score() (in module imgutils.validate.style_age)": [[102, "imgutils.validate.style_age.anime_style_age_score"]], "imgutils.validate.style_age": [[102, "module-imgutils.validate.style_age"]], "anime_teen() (in module imgutils.validate.teen)": [[103, "imgutils.validate.teen.anime_teen"]], "anime_teen_score() (in module imgutils.validate.teen)": [[103, "imgutils.validate.teen.anime_teen_score"]], "imgutils.validate.teen": [[103, "module-imgutils.validate.teen"]], "imgutils.validate.truncate": [[104, "module-imgutils.validate.truncate"]], "is_truncated_file() (in module imgutils.validate.truncate)": [[104, "imgutils.validate.truncate.is_truncated_file"]]}}) \ No newline at end of file diff --git a/v0.14.0/.buildinfo b/v0.14.0/.buildinfo index 7d512078c341e92cbdc1065e47c3e227cd7da2a9..65d454a27af71858f8bf038cca013dcbf55fcd39 100644 --- a/v0.14.0/.buildinfo +++ b/v0.14.0/.buildinfo @@ -1,4 +1,4 @@ # Sphinx build info version 1 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done. -config: c57aa644855cd319c553856c59078956 +config: 35f4332187a18204dce9b1d254201c96 tags: 645f666f9bcd5a90fca523b33c5a78b7 diff --git a/v0.14.0/.doctrees/api_doc/ascii/drawing.doctree b/v0.14.0/.doctrees/api_doc/ascii/drawing.doctree index e1944b3566d01ca921838f07396d6d217dcf99e8..8b772a9dad334d674815f34b0e9465e8eeaa8374 100644 Binary files a/v0.14.0/.doctrees/api_doc/ascii/drawing.doctree and b/v0.14.0/.doctrees/api_doc/ascii/drawing.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/ascii/index.doctree b/v0.14.0/.doctrees/api_doc/ascii/index.doctree index c3030f19124f2675326d701f663922d1ea8f84c7..d06e0a3732d08f39fb674cddb89c846231a8b031 100644 Binary files a/v0.14.0/.doctrees/api_doc/ascii/index.doctree and b/v0.14.0/.doctrees/api_doc/ascii/index.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/config/index.doctree b/v0.14.0/.doctrees/api_doc/config/index.doctree index 97ca722278d1c53a8cae0294ed7b67a51bec0f23..6d42292c83724d6d1f1963e5a6befca15969d42f 100644 Binary files a/v0.14.0/.doctrees/api_doc/config/index.doctree and b/v0.14.0/.doctrees/api_doc/config/index.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/config/meta.doctree b/v0.14.0/.doctrees/api_doc/config/meta.doctree index 59b3c897521ec6f82c858833a2319f91f2bc442d..809880fcacc7da9f1a8e0ad14532bc7bd858d267 100644 Binary files a/v0.14.0/.doctrees/api_doc/config/meta.doctree and b/v0.14.0/.doctrees/api_doc/config/meta.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/data/background.doctree b/v0.14.0/.doctrees/api_doc/data/background.doctree index 4eb2b0958a7ca5c83c0f6c3420a2f36689f86004..b6d9f5f2daba0499de3827dc9c9ea7eb57ff19e3 100644 Binary files a/v0.14.0/.doctrees/api_doc/data/background.doctree and b/v0.14.0/.doctrees/api_doc/data/background.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/data/blob.doctree b/v0.14.0/.doctrees/api_doc/data/blob.doctree index 7e7d99a778b0e709d0bc234144ea50d9f8df483c..eef15d21b2b449f9a60b25c33eee5c562ea330dd 100644 Binary files a/v0.14.0/.doctrees/api_doc/data/blob.doctree and b/v0.14.0/.doctrees/api_doc/data/blob.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/data/decode.doctree b/v0.14.0/.doctrees/api_doc/data/decode.doctree index 4b3bc67b0e8eb0df448f5f7281e65c641ffcdd4a..d417505398fb17eec6174fd5e4edab5055b8ef68 100644 Binary files a/v0.14.0/.doctrees/api_doc/data/decode.doctree and b/v0.14.0/.doctrees/api_doc/data/decode.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/data/encode.doctree b/v0.14.0/.doctrees/api_doc/data/encode.doctree index bce0a6f66d7b0637f62f685575ab61c378a210ee..39befd7ff124d58352caf932818c6782bc478434 100644 Binary files a/v0.14.0/.doctrees/api_doc/data/encode.doctree and b/v0.14.0/.doctrees/api_doc/data/encode.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/data/image.doctree b/v0.14.0/.doctrees/api_doc/data/image.doctree index e85be275a5fefb70aa4552c865aa987109c1560f..f8e0fe9252c7e22dcbb565705d12f792fba272b1 100644 Binary files a/v0.14.0/.doctrees/api_doc/data/image.doctree and b/v0.14.0/.doctrees/api_doc/data/image.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/data/index.doctree b/v0.14.0/.doctrees/api_doc/data/index.doctree index bb440252acbebf28eddd0c6e6b58ef68eb12e63b..f36ae5a6cc1487b28b45813860c8d8c26e574375 100644 Binary files a/v0.14.0/.doctrees/api_doc/data/index.doctree and b/v0.14.0/.doctrees/api_doc/data/index.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/data/layer.doctree b/v0.14.0/.doctrees/api_doc/data/layer.doctree index 17011df38e2cb30ad96398b055bb0ea87b58156a..a40ffe2c358004a4842094326e25a1be214c54ca 100644 Binary files a/v0.14.0/.doctrees/api_doc/data/layer.doctree and b/v0.14.0/.doctrees/api_doc/data/layer.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/data/url.doctree b/v0.14.0/.doctrees/api_doc/data/url.doctree index a649eee0b89b871845097fc383aa007b4a3acfee..72abdfe1c212ee6be579d2118dd0e1381f8aa38f 100644 Binary files a/v0.14.0/.doctrees/api_doc/data/url.doctree and b/v0.14.0/.doctrees/api_doc/data/url.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/detect/booru_yolo.doctree b/v0.14.0/.doctrees/api_doc/detect/booru_yolo.doctree index 3d4ea647681c5191667a8664bdb7a54c73d18d18..257c4a9d664759d10d2e8e94feb28f3375d10bae 100644 Binary files a/v0.14.0/.doctrees/api_doc/detect/booru_yolo.doctree and b/v0.14.0/.doctrees/api_doc/detect/booru_yolo.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/detect/censor.doctree b/v0.14.0/.doctrees/api_doc/detect/censor.doctree index 7859333dba2c35bb36fe78a89997d835bdd869b9..7acb2b173818499157f4fbd3c8ed17e92557ec48 100644 Binary files a/v0.14.0/.doctrees/api_doc/detect/censor.doctree and b/v0.14.0/.doctrees/api_doc/detect/censor.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/detect/eye.doctree b/v0.14.0/.doctrees/api_doc/detect/eye.doctree index 0f1420baf593a0f6d6e68eb04651d84f093e3a0d..473c71881f2d14056fe23d71eae8915a95a325fb 100644 Binary files a/v0.14.0/.doctrees/api_doc/detect/eye.doctree and b/v0.14.0/.doctrees/api_doc/detect/eye.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/detect/face.doctree b/v0.14.0/.doctrees/api_doc/detect/face.doctree index feef745b731834bceec30ef05b19fd562c3784c2..46891741b7661cac7d8a519fba33cc3becb3dddb 100644 Binary files a/v0.14.0/.doctrees/api_doc/detect/face.doctree and b/v0.14.0/.doctrees/api_doc/detect/face.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/detect/halfbody.doctree b/v0.14.0/.doctrees/api_doc/detect/halfbody.doctree index 34e126de9aa276f5a70f11dfcb4b6852fb62fdf2..4438ddb4cb59d855aaaf5c9104085005c700d458 100644 Binary files a/v0.14.0/.doctrees/api_doc/detect/halfbody.doctree and b/v0.14.0/.doctrees/api_doc/detect/halfbody.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/detect/hand.doctree b/v0.14.0/.doctrees/api_doc/detect/hand.doctree index f15b87e0e15534666855e552b81f84c0907f857c..02fe75735ccf50e7065cc7311442aa8fcdf73f57 100644 Binary files a/v0.14.0/.doctrees/api_doc/detect/hand.doctree and b/v0.14.0/.doctrees/api_doc/detect/hand.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/detect/head.doctree b/v0.14.0/.doctrees/api_doc/detect/head.doctree index cb288048c76923183f67b796ceb1df98c895e9ff..1905a8f96de51d5ac5d381ba5eb795c9d94c4aa1 100644 Binary files a/v0.14.0/.doctrees/api_doc/detect/head.doctree and b/v0.14.0/.doctrees/api_doc/detect/head.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/detect/index.doctree b/v0.14.0/.doctrees/api_doc/detect/index.doctree index 77b3a79576320938ccc572f4b801d1bc96ea9959..52b9e012695f7d9117b0f487fc13ac659de33dc6 100644 Binary files a/v0.14.0/.doctrees/api_doc/detect/index.doctree and b/v0.14.0/.doctrees/api_doc/detect/index.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/detect/nudenet.doctree b/v0.14.0/.doctrees/api_doc/detect/nudenet.doctree index e564599c4d9b6ebd505cc14535feec18ec019136..9a13819876927a3bb3d0c3b35fa5b107d0994da9 100644 Binary files a/v0.14.0/.doctrees/api_doc/detect/nudenet.doctree and b/v0.14.0/.doctrees/api_doc/detect/nudenet.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/detect/person.doctree b/v0.14.0/.doctrees/api_doc/detect/person.doctree index e17e6c1d4d5aebb69290fd5d5b1e77a2b3d560f9..b6f25617f437b9b134fefe7517afaf9112fdebb6 100644 Binary files a/v0.14.0/.doctrees/api_doc/detect/person.doctree and b/v0.14.0/.doctrees/api_doc/detect/person.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/detect/similarity.doctree b/v0.14.0/.doctrees/api_doc/detect/similarity.doctree index f5a18450762a2ef912f6a768468f694e8a7b1fb2..fc7abb1adfdc3cdbe8b74b740e50511ca88b718d 100644 Binary files a/v0.14.0/.doctrees/api_doc/detect/similarity.doctree and b/v0.14.0/.doctrees/api_doc/detect/similarity.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/detect/text.doctree b/v0.14.0/.doctrees/api_doc/detect/text.doctree index 4155331f32e63d8d9ed52f2edb838180d366c0dc..067c1f68bf6dd4e32b9883ca08ff4b3b025bac7a 100644 Binary files a/v0.14.0/.doctrees/api_doc/detect/text.doctree and b/v0.14.0/.doctrees/api_doc/detect/text.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/detect/visual.doctree b/v0.14.0/.doctrees/api_doc/detect/visual.doctree index f985f3db5b1869dc8ea036885ce9a46babe1e4a5..12fd639d0ca13bcbfb1142464429544557c1c89f 100644 Binary files a/v0.14.0/.doctrees/api_doc/detect/visual.doctree and b/v0.14.0/.doctrees/api_doc/detect/visual.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/edge/canny.doctree b/v0.14.0/.doctrees/api_doc/edge/canny.doctree index 027f6543a14f6fe330fca12dcfb588b9dc61581d..a28ce0ab34f98dc20a93fc40bb5bbe9ac086ad80 100644 Binary files a/v0.14.0/.doctrees/api_doc/edge/canny.doctree and b/v0.14.0/.doctrees/api_doc/edge/canny.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/edge/index.doctree b/v0.14.0/.doctrees/api_doc/edge/index.doctree index 76591f52c77bbd696ce18c2047ffec335a5b26fc..3256aa35956046b97b14e70893c687f65039ff4b 100644 Binary files a/v0.14.0/.doctrees/api_doc/edge/index.doctree and b/v0.14.0/.doctrees/api_doc/edge/index.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/edge/lineart.doctree b/v0.14.0/.doctrees/api_doc/edge/lineart.doctree index 7ea73606f7d8987f0d3092c2130d8af92cb3fbb6..622bb1ca50468e7508edd0899609e97af0d04a2c 100644 Binary files a/v0.14.0/.doctrees/api_doc/edge/lineart.doctree and b/v0.14.0/.doctrees/api_doc/edge/lineart.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/edge/lineart_anime.doctree b/v0.14.0/.doctrees/api_doc/edge/lineart_anime.doctree index 19c628a4332d9977e1abf981a322ac028d2a7b6f..7d70a53b8eff60c14056d4b5c9d186400c0765ea 100644 Binary files a/v0.14.0/.doctrees/api_doc/edge/lineart_anime.doctree and b/v0.14.0/.doctrees/api_doc/edge/lineart_anime.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/generic/classify.doctree b/v0.14.0/.doctrees/api_doc/generic/classify.doctree index 2db2043ac26a233fdf84cf19b768f1a16ebf4f99..bdba4475112a597628194090fb35279ed37fe793 100644 Binary files a/v0.14.0/.doctrees/api_doc/generic/classify.doctree and b/v0.14.0/.doctrees/api_doc/generic/classify.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/generic/clip.doctree b/v0.14.0/.doctrees/api_doc/generic/clip.doctree index a442c0240cee8297674e0c969d45830c3b0b2fc4..8901861de959e609aa06eb493b1ea0a2fdd7efd6 100644 Binary files a/v0.14.0/.doctrees/api_doc/generic/clip.doctree and b/v0.14.0/.doctrees/api_doc/generic/clip.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/generic/enhance.doctree b/v0.14.0/.doctrees/api_doc/generic/enhance.doctree index 289f5b3276e8cac2c80202b4581a3592f6246285..d636dae548fa8a3168e77481dfa8170f44ddef1f 100644 Binary files a/v0.14.0/.doctrees/api_doc/generic/enhance.doctree and b/v0.14.0/.doctrees/api_doc/generic/enhance.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/generic/index.doctree b/v0.14.0/.doctrees/api_doc/generic/index.doctree index b4b5f4e8cef39eaaeef5937bf880cd3373d30fa4..0cac4a879055f8ef9e7a37a9c9ed82f520d3f962 100644 Binary files a/v0.14.0/.doctrees/api_doc/generic/index.doctree and b/v0.14.0/.doctrees/api_doc/generic/index.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/generic/siglip.doctree b/v0.14.0/.doctrees/api_doc/generic/siglip.doctree index b4d9e9bc1159e3dd3d06ae5c6a9a61d51c9698bb..15121b94353d6676edfc337fd1ddd97453168cf5 100644 Binary files a/v0.14.0/.doctrees/api_doc/generic/siglip.doctree and b/v0.14.0/.doctrees/api_doc/generic/siglip.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/generic/yolo.doctree b/v0.14.0/.doctrees/api_doc/generic/yolo.doctree index cde567c4c1d9a5f319b675251684480ffb3b6980..55c95f6c1dff39f89185a8f571742326ffa7ba68 100644 Binary files a/v0.14.0/.doctrees/api_doc/generic/yolo.doctree and b/v0.14.0/.doctrees/api_doc/generic/yolo.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/metadata/geninfo.doctree b/v0.14.0/.doctrees/api_doc/metadata/geninfo.doctree index 29a6f68a566a18f4d585a5ce666931d748490d85..afc42c9d6ba4424b4984e73c31dbb26158d43f5b 100644 Binary files a/v0.14.0/.doctrees/api_doc/metadata/geninfo.doctree and b/v0.14.0/.doctrees/api_doc/metadata/geninfo.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/metadata/index.doctree b/v0.14.0/.doctrees/api_doc/metadata/index.doctree index 92c20fdb9966cb7204b89e0da8397056c40d449c..f826d1dba2565bc8bd6f1b52a21a70695276cbde 100644 Binary files a/v0.14.0/.doctrees/api_doc/metadata/index.doctree and b/v0.14.0/.doctrees/api_doc/metadata/index.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/metadata/lsb.doctree b/v0.14.0/.doctrees/api_doc/metadata/lsb.doctree index f6b8b81920240db58e10c9ec418272d407414fc0..04cfd78e8107892b1254f01ab359bc69eeff33f0 100644 Binary files a/v0.14.0/.doctrees/api_doc/metadata/lsb.doctree and b/v0.14.0/.doctrees/api_doc/metadata/lsb.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/metrics/aesthetic.doctree b/v0.14.0/.doctrees/api_doc/metrics/aesthetic.doctree index c1791f346931c2fed06cb9c1895e6daed7b4e303..96ad6d4e995450d76c2c4caf55131bac6d1f6bd6 100644 Binary files a/v0.14.0/.doctrees/api_doc/metrics/aesthetic.doctree and b/v0.14.0/.doctrees/api_doc/metrics/aesthetic.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/metrics/ccip.doctree b/v0.14.0/.doctrees/api_doc/metrics/ccip.doctree index e19b975fb6df6a363a74a7c95c6b108d4086bbf6..8e3d5060f81244d1a2999892d4cf4cd9027f686e 100644 Binary files a/v0.14.0/.doctrees/api_doc/metrics/ccip.doctree and b/v0.14.0/.doctrees/api_doc/metrics/ccip.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/metrics/dbaesthetic.doctree b/v0.14.0/.doctrees/api_doc/metrics/dbaesthetic.doctree index 7b64b945d194a3ff59e86b8d78cd63e69987a7d3..46373cc63db0f43a18855e57e1566ae075670eb9 100644 Binary files a/v0.14.0/.doctrees/api_doc/metrics/dbaesthetic.doctree and b/v0.14.0/.doctrees/api_doc/metrics/dbaesthetic.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/metrics/index.doctree b/v0.14.0/.doctrees/api_doc/metrics/index.doctree index bf3cc747ce7cfb989009e38d898b2fc14e91ec13..6e84eedce4f0a48eb2fa16d9e6488fd32f8a541d 100644 Binary files a/v0.14.0/.doctrees/api_doc/metrics/index.doctree and b/v0.14.0/.doctrees/api_doc/metrics/index.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/metrics/laplacian.doctree b/v0.14.0/.doctrees/api_doc/metrics/laplacian.doctree index e008120b8a5e06715e31f510334fabd300db93f0..91e424071d40183c4f0efb1346d7ef7d1bd078fb 100644 Binary files a/v0.14.0/.doctrees/api_doc/metrics/laplacian.doctree and b/v0.14.0/.doctrees/api_doc/metrics/laplacian.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/metrics/lpips.doctree b/v0.14.0/.doctrees/api_doc/metrics/lpips.doctree index c74bac0763228b18131bbc9495344587b60a5b6d..1d8d43e733a90564c1bd167a6f9447570e377269 100644 Binary files a/v0.14.0/.doctrees/api_doc/metrics/lpips.doctree and b/v0.14.0/.doctrees/api_doc/metrics/lpips.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/metrics/psnr_.doctree b/v0.14.0/.doctrees/api_doc/metrics/psnr_.doctree index b3b093d2a0abae133b919a43f24d1818c45aea75..ace489ff721f0bcc7dd3265bfdbd14e62eb33b9f 100644 Binary files a/v0.14.0/.doctrees/api_doc/metrics/psnr_.doctree and b/v0.14.0/.doctrees/api_doc/metrics/psnr_.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/ocr/index.doctree b/v0.14.0/.doctrees/api_doc/ocr/index.doctree index db3f114cea43878d945abe36e78b52455d20908f..1e6f332a234d84548d009190a7c698ee10f6e146 100644 Binary files a/v0.14.0/.doctrees/api_doc/ocr/index.doctree and b/v0.14.0/.doctrees/api_doc/ocr/index.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/operate/align.doctree b/v0.14.0/.doctrees/api_doc/operate/align.doctree index 5d62c6eaeff26da406e9bfe184263bba190313db..f64ea98fbc3da625b3be4ccf0bd9b3de2a3b7968 100644 Binary files a/v0.14.0/.doctrees/api_doc/operate/align.doctree and b/v0.14.0/.doctrees/api_doc/operate/align.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/operate/censor.doctree b/v0.14.0/.doctrees/api_doc/operate/censor.doctree index 48060101a5b0192e2d6f5ae46dcf5bd9ce6ea12b..c32ad4d588306f0e56f3b91c38ef90abddcf9c30 100644 Binary files a/v0.14.0/.doctrees/api_doc/operate/censor.doctree and b/v0.14.0/.doctrees/api_doc/operate/censor.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/operate/imgcensor.doctree b/v0.14.0/.doctrees/api_doc/operate/imgcensor.doctree index 975d5e3487ddecc3afa7a962577a8456fec570f8..4084be97354d925b730e08bc8ab051f33b74952a 100644 Binary files a/v0.14.0/.doctrees/api_doc/operate/imgcensor.doctree and b/v0.14.0/.doctrees/api_doc/operate/imgcensor.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/operate/index.doctree b/v0.14.0/.doctrees/api_doc/operate/index.doctree index 9868c253fcc8053eb61cc22b6cd7ef8b07dc20d3..c1a903635a0f1022982d1c99f1a9e4cc7d17568a 100644 Binary files a/v0.14.0/.doctrees/api_doc/operate/index.doctree and b/v0.14.0/.doctrees/api_doc/operate/index.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/operate/squeeze.doctree b/v0.14.0/.doctrees/api_doc/operate/squeeze.doctree index fdc3b81b0a82e7c29438d671097e9590cc732e42..94f2cf34e7de65706e11320880764f5fbf94c395 100644 Binary files a/v0.14.0/.doctrees/api_doc/operate/squeeze.doctree and b/v0.14.0/.doctrees/api_doc/operate/squeeze.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/pose/dwpose.doctree b/v0.14.0/.doctrees/api_doc/pose/dwpose.doctree index 1aa0efbee85c41bc57b03f62f2606345fddb4031..2e9f926af36123a9ffd5033ba62f6711de363ae4 100644 Binary files a/v0.14.0/.doctrees/api_doc/pose/dwpose.doctree and b/v0.14.0/.doctrees/api_doc/pose/dwpose.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/pose/format.doctree b/v0.14.0/.doctrees/api_doc/pose/format.doctree index 0f04753e022b74effedf973850e21c08d6d57952..22c870106957688b661054bb21ca07ee0ff60d24 100644 Binary files a/v0.14.0/.doctrees/api_doc/pose/format.doctree and b/v0.14.0/.doctrees/api_doc/pose/format.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/pose/index.doctree b/v0.14.0/.doctrees/api_doc/pose/index.doctree index 0f7b7b9d995ad76d86ddadd7afb652ba463fa1e2..3f3e168edddd7d233f57dcd761963d0a8ea6f7a1 100644 Binary files a/v0.14.0/.doctrees/api_doc/pose/index.doctree and b/v0.14.0/.doctrees/api_doc/pose/index.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/pose/visual.doctree b/v0.14.0/.doctrees/api_doc/pose/visual.doctree index 844b1acf475ba391719670fc6973ca93c3bd11e8..a51a06611549e729df49d4b359ab5af36b51f360 100644 Binary files a/v0.14.0/.doctrees/api_doc/pose/visual.doctree and b/v0.14.0/.doctrees/api_doc/pose/visual.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/preprocess/base.doctree b/v0.14.0/.doctrees/api_doc/preprocess/base.doctree index 1ae01a80667fac68bb4253bf953a87ccc6558336..f791f8894bdeb60e6e0a223047a47ab9be6bf31a 100644 Binary files a/v0.14.0/.doctrees/api_doc/preprocess/base.doctree and b/v0.14.0/.doctrees/api_doc/preprocess/base.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/preprocess/index.doctree b/v0.14.0/.doctrees/api_doc/preprocess/index.doctree index 328901df2ceba536297b446cd4e5650d78cb6ed0..ff24fcee248d39e327dbbd430d1eafa856af2fdf 100644 Binary files a/v0.14.0/.doctrees/api_doc/preprocess/index.doctree and b/v0.14.0/.doctrees/api_doc/preprocess/index.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/preprocess/pillow.doctree b/v0.14.0/.doctrees/api_doc/preprocess/pillow.doctree index 8802e1ad91864ea08c5a767d32d4bed6c0a94327..356a4a2c53f7c444a624f31f30da1d482b54fcdc 100644 Binary files a/v0.14.0/.doctrees/api_doc/preprocess/pillow.doctree and b/v0.14.0/.doctrees/api_doc/preprocess/pillow.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/preprocess/torchvision.doctree b/v0.14.0/.doctrees/api_doc/preprocess/torchvision.doctree index 7b2bd88cb8b6b2d2875dd5ccd4daa0f82460c977..22f13404579a98bcc1d5e76fc0e2cb41d2a0c2ec 100644 Binary files a/v0.14.0/.doctrees/api_doc/preprocess/torchvision.doctree and b/v0.14.0/.doctrees/api_doc/preprocess/torchvision.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/preprocess/transformers.doctree b/v0.14.0/.doctrees/api_doc/preprocess/transformers.doctree index 767a23aba591f1a3a2c0ff97e93efd2cd6b08510..640281c5bf5d77fff79a52c4511bed81e3e70a4c 100644 Binary files a/v0.14.0/.doctrees/api_doc/preprocess/transformers.doctree and b/v0.14.0/.doctrees/api_doc/preprocess/transformers.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/resource/background.doctree b/v0.14.0/.doctrees/api_doc/resource/background.doctree index 40f4272e2197ede72bbd68c3dadae4bc56907ba4..ced1fa202e1d96cf06682a2b5eeaf924f97fbafa 100644 Binary files a/v0.14.0/.doctrees/api_doc/resource/background.doctree and b/v0.14.0/.doctrees/api_doc/resource/background.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/resource/index.doctree b/v0.14.0/.doctrees/api_doc/resource/index.doctree index f7e28aa9f541b14c6d4eb4ca5f29ce245eb09eb3..26eaac24c00c6ea05347880c114ebcf301cb5373 100644 Binary files a/v0.14.0/.doctrees/api_doc/resource/index.doctree and b/v0.14.0/.doctrees/api_doc/resource/index.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/restore/adversarial.doctree b/v0.14.0/.doctrees/api_doc/restore/adversarial.doctree index a8b4e15c491ad17b807546e4c5423fdb5c7b89af..d8482a36cfc7982e94bc931733d3abc9a755f1e8 100644 Binary files a/v0.14.0/.doctrees/api_doc/restore/adversarial.doctree and b/v0.14.0/.doctrees/api_doc/restore/adversarial.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/restore/index.doctree b/v0.14.0/.doctrees/api_doc/restore/index.doctree index 55ebbe894ca8ed10986a6f36af9a78ea1e2eb898..96846134d3c0dfa06b80f04876d66d3de665dbf5 100644 Binary files a/v0.14.0/.doctrees/api_doc/restore/index.doctree and b/v0.14.0/.doctrees/api_doc/restore/index.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/restore/nafnet.doctree b/v0.14.0/.doctrees/api_doc/restore/nafnet.doctree index b7001e2584033ed7470d9ff958c2a7ebd4a7da56..e21dbf2276fa5a4f15686e0cf688406b041d6dc3 100644 Binary files a/v0.14.0/.doctrees/api_doc/restore/nafnet.doctree and b/v0.14.0/.doctrees/api_doc/restore/nafnet.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/restore/scunet.doctree b/v0.14.0/.doctrees/api_doc/restore/scunet.doctree index 89479a81465537f1755e99265397e011b40699b7..40d8b7b3566ebd6089dc5f5829ea0eef27e0e0df 100644 Binary files a/v0.14.0/.doctrees/api_doc/restore/scunet.doctree and b/v0.14.0/.doctrees/api_doc/restore/scunet.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/sd/index.doctree b/v0.14.0/.doctrees/api_doc/sd/index.doctree index a784e005e16aff2b1921eb7184885f8a73e31327..b7eae844657ce1067ab350afe7bf8280091ca2d9 100644 Binary files a/v0.14.0/.doctrees/api_doc/sd/index.doctree and b/v0.14.0/.doctrees/api_doc/sd/index.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/sd/metadata.doctree b/v0.14.0/.doctrees/api_doc/sd/metadata.doctree index ee6a4049f7a8ad372e4c46fc8e34cf81c8a4999a..313f84056f46d7f6f08d25fc9f164ec107046949 100644 Binary files a/v0.14.0/.doctrees/api_doc/sd/metadata.doctree and b/v0.14.0/.doctrees/api_doc/sd/metadata.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/sd/model.doctree b/v0.14.0/.doctrees/api_doc/sd/model.doctree index 96984d49e422dab562c13084361c06f6aad7e287..e38d7c11111fa6e8769c1b074aa437ffd93c4e8b 100644 Binary files a/v0.14.0/.doctrees/api_doc/sd/model.doctree and b/v0.14.0/.doctrees/api_doc/sd/model.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/sd/nai.doctree b/v0.14.0/.doctrees/api_doc/sd/nai.doctree index a427e1a296644d8ed6922e453533b08cf7c2b78a..4223fba8053ead666bdf9e8d75d090c261495d7d 100644 Binary files a/v0.14.0/.doctrees/api_doc/sd/nai.doctree and b/v0.14.0/.doctrees/api_doc/sd/nai.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/segment/index.doctree b/v0.14.0/.doctrees/api_doc/segment/index.doctree index de5622ae2f8be612835dd1468c4625088ab191bd..62e9975414172bc84e5fca74bd2ea862e22c5fbe 100644 Binary files a/v0.14.0/.doctrees/api_doc/segment/index.doctree and b/v0.14.0/.doctrees/api_doc/segment/index.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/segment/isnetis.doctree b/v0.14.0/.doctrees/api_doc/segment/isnetis.doctree index 1d94312141da046061e2aa5912bcab2c913a6ef7..efa603bce9acbddb3b748e5ddcb7f6af45f7f515 100644 Binary files a/v0.14.0/.doctrees/api_doc/segment/isnetis.doctree and b/v0.14.0/.doctrees/api_doc/segment/isnetis.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/tagging/blacklist.doctree b/v0.14.0/.doctrees/api_doc/tagging/blacklist.doctree index 7e989020fe359c59747378196b61e18a97554d50..08221d21f8d8064cfce57e7df243b6484ba8ef89 100644 Binary files a/v0.14.0/.doctrees/api_doc/tagging/blacklist.doctree and b/v0.14.0/.doctrees/api_doc/tagging/blacklist.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/tagging/character.doctree b/v0.14.0/.doctrees/api_doc/tagging/character.doctree index 81523d649d366c4035fe29e616d9b45e88d6623d..b21d7fda3d4adda06dddd6ace49d7d70bfe87bc1 100644 Binary files a/v0.14.0/.doctrees/api_doc/tagging/character.doctree and b/v0.14.0/.doctrees/api_doc/tagging/character.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/tagging/deepdanbooru.doctree b/v0.14.0/.doctrees/api_doc/tagging/deepdanbooru.doctree index da5be3b91db09ec887f010702cb8331044a4406c..3886cd341c0ce3e68ba028802568eb6a9ff2a0ce 100644 Binary files a/v0.14.0/.doctrees/api_doc/tagging/deepdanbooru.doctree and b/v0.14.0/.doctrees/api_doc/tagging/deepdanbooru.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/tagging/deepgelbooru.doctree b/v0.14.0/.doctrees/api_doc/tagging/deepgelbooru.doctree index 874a6bf1804f58e1ec2c26abf6209154244a5bb4..fc6f564072d525e612f887289038f952afb2e870 100644 Binary files a/v0.14.0/.doctrees/api_doc/tagging/deepgelbooru.doctree and b/v0.14.0/.doctrees/api_doc/tagging/deepgelbooru.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/tagging/format.doctree b/v0.14.0/.doctrees/api_doc/tagging/format.doctree index 43be32457e084a00eac43a4f91a542c1622c852b..51f6ec75d8f6ec1f5fe632c56f289ce7143e0478 100644 Binary files a/v0.14.0/.doctrees/api_doc/tagging/format.doctree and b/v0.14.0/.doctrees/api_doc/tagging/format.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/tagging/index.doctree b/v0.14.0/.doctrees/api_doc/tagging/index.doctree index d0322cbb51a58792008ebc78ad81cfcad274a9f1..13a6257ef308f11a59e2e980894cea173b8190d7 100644 Binary files a/v0.14.0/.doctrees/api_doc/tagging/index.doctree and b/v0.14.0/.doctrees/api_doc/tagging/index.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/tagging/match.doctree b/v0.14.0/.doctrees/api_doc/tagging/match.doctree index 49aa21e08e23a4c6b94ccb76b0eab635b3de5791..2e72f4d9dd82e9011bcf10dd77f696e5bb985ddf 100644 Binary files a/v0.14.0/.doctrees/api_doc/tagging/match.doctree and b/v0.14.0/.doctrees/api_doc/tagging/match.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/tagging/mldanbooru.doctree b/v0.14.0/.doctrees/api_doc/tagging/mldanbooru.doctree index ad79af0e83988239c318ec9c5976b95723b52bc7..d9137f472fb18ba0efc7bafc7473c5389d246400 100644 Binary files a/v0.14.0/.doctrees/api_doc/tagging/mldanbooru.doctree and b/v0.14.0/.doctrees/api_doc/tagging/mldanbooru.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/tagging/order.doctree b/v0.14.0/.doctrees/api_doc/tagging/order.doctree index 4078d2e313f44d0af76b111ec853814389732cca..4288bb4ae2ff3e6c8e4aade0853194b08ab7c65b 100644 Binary files a/v0.14.0/.doctrees/api_doc/tagging/order.doctree and b/v0.14.0/.doctrees/api_doc/tagging/order.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/tagging/overlap.doctree b/v0.14.0/.doctrees/api_doc/tagging/overlap.doctree index b1102e207364169ee17f84e09042bf829bd1a077..05495f2a34fdbdce03e868d1648a4d9a0e90c513 100644 Binary files a/v0.14.0/.doctrees/api_doc/tagging/overlap.doctree and b/v0.14.0/.doctrees/api_doc/tagging/overlap.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/tagging/wd14.doctree b/v0.14.0/.doctrees/api_doc/tagging/wd14.doctree index 278b235a7da974d15c2209d8b92d802b0e653551..010587a4dbe5a3b1a7be643732ce19af1358c220 100644 Binary files a/v0.14.0/.doctrees/api_doc/tagging/wd14.doctree and b/v0.14.0/.doctrees/api_doc/tagging/wd14.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/upscale/cdc.doctree b/v0.14.0/.doctrees/api_doc/upscale/cdc.doctree index 60c03758cc18fac4c664ee05933d39bca8604263..df7509e2f8c22db1cda93b897ca90f6551533161 100644 Binary files a/v0.14.0/.doctrees/api_doc/upscale/cdc.doctree and b/v0.14.0/.doctrees/api_doc/upscale/cdc.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/upscale/index.doctree b/v0.14.0/.doctrees/api_doc/upscale/index.doctree index b27aecc1f348bee8727891af045856737bd2a91d..85f90c9fecd267c492a057abd82f93b25b3e475a 100644 Binary files a/v0.14.0/.doctrees/api_doc/upscale/index.doctree and b/v0.14.0/.doctrees/api_doc/upscale/index.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/utils/cache.doctree b/v0.14.0/.doctrees/api_doc/utils/cache.doctree index 6440f45b74dd505af1e6ce5539f4a045a1d09b2e..b019d9921cc7c33a02f73717090302466bdb67e8 100644 Binary files a/v0.14.0/.doctrees/api_doc/utils/cache.doctree and b/v0.14.0/.doctrees/api_doc/utils/cache.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/utils/func.doctree b/v0.14.0/.doctrees/api_doc/utils/func.doctree index e9f36ca96cad2274d5fdd378ea3ac2b7b228921a..2befbb25fc67c78bac5e1aa6abfce32fbb515035 100644 Binary files a/v0.14.0/.doctrees/api_doc/utils/func.doctree and b/v0.14.0/.doctrees/api_doc/utils/func.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/utils/index.doctree b/v0.14.0/.doctrees/api_doc/utils/index.doctree index d7c84284b15b78fea4f2cbb4c87a10c0172297d3..a926fa68a6d16d2255179c8486fcdf1223a1b3a8 100644 Binary files a/v0.14.0/.doctrees/api_doc/utils/index.doctree and b/v0.14.0/.doctrees/api_doc/utils/index.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/utils/onnxruntime.doctree b/v0.14.0/.doctrees/api_doc/utils/onnxruntime.doctree index cbf710013e60275e921625044882e02fb496f908..0ab5c35f8de9244dd6a460a4811bbd8d6ea533fc 100644 Binary files a/v0.14.0/.doctrees/api_doc/utils/onnxruntime.doctree and b/v0.14.0/.doctrees/api_doc/utils/onnxruntime.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/validate/aicheck.doctree b/v0.14.0/.doctrees/api_doc/validate/aicheck.doctree index 763ba2842889d644f78b2f64b95b30308297fdf4..dd04cd3777235526da9a4dc2ad29afb7d14093d7 100644 Binary files a/v0.14.0/.doctrees/api_doc/validate/aicheck.doctree and b/v0.14.0/.doctrees/api_doc/validate/aicheck.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/validate/bangumi_char.doctree b/v0.14.0/.doctrees/api_doc/validate/bangumi_char.doctree index 08af4a1217bda5933050b65db40589a7f43316c4..6929ce2dd8553d8b837266cc83ae27f1a64cc431 100644 Binary files a/v0.14.0/.doctrees/api_doc/validate/bangumi_char.doctree and b/v0.14.0/.doctrees/api_doc/validate/bangumi_char.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/validate/classify.doctree b/v0.14.0/.doctrees/api_doc/validate/classify.doctree index 51804dd86b8b646186b22008946c559cd52488f5..5c512519545d5d80925cb9f0133236c7957bded5 100644 Binary files a/v0.14.0/.doctrees/api_doc/validate/classify.doctree and b/v0.14.0/.doctrees/api_doc/validate/classify.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/validate/color.doctree b/v0.14.0/.doctrees/api_doc/validate/color.doctree index dcb0307b12f1610514c51f46cb22a8409fcf48c4..2049e81ddd915ce8d3e64006e85785861804fdc3 100644 Binary files a/v0.14.0/.doctrees/api_doc/validate/color.doctree and b/v0.14.0/.doctrees/api_doc/validate/color.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/validate/completeness.doctree b/v0.14.0/.doctrees/api_doc/validate/completeness.doctree index cfb6d77c81b52662e2fd659f8377e756599e14f0..418d1c93772111efb72789e2f2f84a72a1d05e2f 100644 Binary files a/v0.14.0/.doctrees/api_doc/validate/completeness.doctree and b/v0.14.0/.doctrees/api_doc/validate/completeness.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/validate/dbrating.doctree b/v0.14.0/.doctrees/api_doc/validate/dbrating.doctree index b32fd6709f30bb80a5305af3e68cf2b1bd59f890..1e1db7bbe976098466b30ae6fcc6ca531b182af5 100644 Binary files a/v0.14.0/.doctrees/api_doc/validate/dbrating.doctree and b/v0.14.0/.doctrees/api_doc/validate/dbrating.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/validate/furry.doctree b/v0.14.0/.doctrees/api_doc/validate/furry.doctree index eca27470fa4e472f8dcc1c64dc56e9504bb604c9..824ddfd62be6cb108da60966e7f7a0d60b1d8069 100644 Binary files a/v0.14.0/.doctrees/api_doc/validate/furry.doctree and b/v0.14.0/.doctrees/api_doc/validate/furry.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/validate/index.doctree b/v0.14.0/.doctrees/api_doc/validate/index.doctree index 7be49fe6c3b7bcd3e3bbbe9436e1e6715f7a1aa8..29cef1ebf2cf4074749868cd081b4e0c4441ed71 100644 Binary files a/v0.14.0/.doctrees/api_doc/validate/index.doctree and b/v0.14.0/.doctrees/api_doc/validate/index.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/validate/monochrome.doctree b/v0.14.0/.doctrees/api_doc/validate/monochrome.doctree index a349c9afe58357004a94989b98f46f5360f8aac8..1ef9f6442045e6c6aa14213a94089adc9d5d6b58 100644 Binary files a/v0.14.0/.doctrees/api_doc/validate/monochrome.doctree and b/v0.14.0/.doctrees/api_doc/validate/monochrome.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/validate/nsfw.doctree b/v0.14.0/.doctrees/api_doc/validate/nsfw.doctree index f0473c8bea98ac1f42e33a65ac52ca3adc87879f..f18a0112f5bb61e56080f3fafe52dfa89235e37a 100644 Binary files a/v0.14.0/.doctrees/api_doc/validate/nsfw.doctree and b/v0.14.0/.doctrees/api_doc/validate/nsfw.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/validate/portrait.doctree b/v0.14.0/.doctrees/api_doc/validate/portrait.doctree index 5e4069a8a658045fc88481ee18f996962178acb7..79243c6fd467ee7a9459314d9de3912c512f201a 100644 Binary files a/v0.14.0/.doctrees/api_doc/validate/portrait.doctree and b/v0.14.0/.doctrees/api_doc/validate/portrait.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/validate/rating.doctree b/v0.14.0/.doctrees/api_doc/validate/rating.doctree index 55bce99552fffb016342b4cff11607b70e290997..2c04556081106e54c551eb9e4585d9b67c2ed9b6 100644 Binary files a/v0.14.0/.doctrees/api_doc/validate/rating.doctree and b/v0.14.0/.doctrees/api_doc/validate/rating.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/validate/real.doctree b/v0.14.0/.doctrees/api_doc/validate/real.doctree index 99204ed234983ec5a2389a74e8eb59171b3eaa01..33f5962758def245b92d06a63416e95c46e21ffc 100644 Binary files a/v0.14.0/.doctrees/api_doc/validate/real.doctree and b/v0.14.0/.doctrees/api_doc/validate/real.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/validate/safe.doctree b/v0.14.0/.doctrees/api_doc/validate/safe.doctree index 13543d3ee8e8b89402fbb94d99c79e5a33bc9ebb..cfdc767fde462834900805dc9632ce6d0f15ba30 100644 Binary files a/v0.14.0/.doctrees/api_doc/validate/safe.doctree and b/v0.14.0/.doctrees/api_doc/validate/safe.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/validate/style_age.doctree b/v0.14.0/.doctrees/api_doc/validate/style_age.doctree index f0229f5f459ccda1b01bc3d39fdd19cba0289ce6..8c8481f70fcb57d71e69d96ce4c1d4620652130d 100644 Binary files a/v0.14.0/.doctrees/api_doc/validate/style_age.doctree and b/v0.14.0/.doctrees/api_doc/validate/style_age.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/validate/teen.doctree b/v0.14.0/.doctrees/api_doc/validate/teen.doctree index d07031da462686a9c6e34f4d9c911245ebcc7550..cbfaa521cbec7daf04e7515e9e9fc2705dfe3d4b 100644 Binary files a/v0.14.0/.doctrees/api_doc/validate/teen.doctree and b/v0.14.0/.doctrees/api_doc/validate/teen.doctree differ diff --git a/v0.14.0/.doctrees/api_doc/validate/truncate.doctree b/v0.14.0/.doctrees/api_doc/validate/truncate.doctree index 79aa721cb76fdb584d826bc1f4573bdf8dcbb49e..f0d66534da6866bb32a9a61ae1e989ee8b8160e1 100644 Binary files a/v0.14.0/.doctrees/api_doc/validate/truncate.doctree and b/v0.14.0/.doctrees/api_doc/validate/truncate.doctree differ diff --git a/v0.14.0/.doctrees/environment.pickle b/v0.14.0/.doctrees/environment.pickle index a63b0b020d457eab1734955a4817cdcbd145dc8d..0027ea2f6b063df8ef56354219acc4993c4fc84b 100644 Binary files a/v0.14.0/.doctrees/environment.pickle and b/v0.14.0/.doctrees/environment.pickle differ diff --git a/v0.14.0/.doctrees/index.doctree b/v0.14.0/.doctrees/index.doctree index 3fd98cdeecb1249b3d2b605f260fd59b03f0f563..0af5c62264fd22a4849858d741f4101796e863c8 100644 Binary files a/v0.14.0/.doctrees/index.doctree and b/v0.14.0/.doctrees/index.doctree differ diff --git a/v0.14.0/.doctrees/information/environment.doctree b/v0.14.0/.doctrees/information/environment.doctree index 8d42eed2ed146c0340b99cca85fd2055397121e1..fd151847afcd5f063d32225b1c3eb1a8c952648b 100644 Binary files a/v0.14.0/.doctrees/information/environment.doctree and b/v0.14.0/.doctrees/information/environment.doctree differ diff --git a/v0.14.0/.doctrees/information/environment.result.doctree b/v0.14.0/.doctrees/information/environment.result.doctree index c41de498fe084724b6626ea2b2f3d2d5457f18ff..592b29c0a7c3234aa3dd35b44a6ad02a082f871a 100644 Binary files a/v0.14.0/.doctrees/information/environment.result.doctree and b/v0.14.0/.doctrees/information/environment.result.doctree differ diff --git a/v0.14.0/.doctrees/nbsphinx/information/environment.ipynb b/v0.14.0/.doctrees/nbsphinx/information/environment.ipynb index c37795e910453321fd16e19a90387209fe8175b8..e49802b5db0c7a345241d99fd60af825cbc3b950 100644 --- a/v0.14.0/.doctrees/nbsphinx/information/environment.ipynb +++ b/v0.14.0/.doctrees/nbsphinx/information/environment.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:12:16.408839Z", - "iopub.status.busy": "2025-03-26T11:12:16.408363Z", - "iopub.status.idle": "2025-03-26T11:12:17.571694Z", - "shell.execute_reply": "2025-03-26T11:12:17.570907Z" + "iopub.execute_input": "2025-03-26T12:57:30.821963Z", + "iopub.status.busy": "2025-03-26T12:57:30.821464Z", + "iopub.status.idle": "2025-03-26T12:57:31.980823Z", + "shell.execute_reply": "2025-03-26T12:57:31.980045Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3244.4770000000003 MHz\n", + "CPU Freq: 3239.50575 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/v0.14.0/.doctrees/nbsphinx/information/environment.result.ipynb b/v0.14.0/.doctrees/nbsphinx/information/environment.result.ipynb index 1a790fc451fd70c86d8cea14dcead3e37ffe92bb..971e03d125a888d842ca835d81a48894041ea3b3 100644 --- a/v0.14.0/.doctrees/nbsphinx/information/environment.result.ipynb +++ b/v0.14.0/.doctrees/nbsphinx/information/environment.result.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:09:44.975534Z", - "iopub.status.busy": "2025-03-26T11:09:44.975320Z", - "iopub.status.idle": "2025-03-26T11:09:46.146150Z", - "shell.execute_reply": "2025-03-26T11:09:46.145347Z" + "iopub.execute_input": "2025-03-26T12:54:59.687192Z", + "iopub.status.busy": "2025-03-26T12:54:59.686986Z", + "iopub.status.idle": "2025-03-26T12:55:00.852830Z", + "shell.execute_reply": "2025-03-26T12:55:00.852130Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3186.03225 MHz\n", + "CPU Freq: 3196.48875 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/v0.14.0/.doctrees/tutorials/installation/index.doctree b/v0.14.0/.doctrees/tutorials/installation/index.doctree index a626df01eedf1cad37abb5bd6a44e4566cded099..bcff8038cf8de9f1d2cb7305848d74f310086f58 100644 Binary files a/v0.14.0/.doctrees/tutorials/installation/index.doctree and b/v0.14.0/.doctrees/tutorials/installation/index.doctree differ diff --git a/v0.14.0/.doctrees/tutorials/quick_start/index.doctree b/v0.14.0/.doctrees/tutorials/quick_start/index.doctree index b31de6ea9e760e8240e1985214759948a32efbdd..ad3608dd4b49d8565a60c0359a695fc2d7dc78d6 100644 Binary files a/v0.14.0/.doctrees/tutorials/quick_start/index.doctree and b/v0.14.0/.doctrees/tutorials/quick_start/index.doctree differ diff --git a/v0.14.0/_sources/information/environment.result.ipynb.txt b/v0.14.0/_sources/information/environment.result.ipynb.txt index 1a790fc451fd70c86d8cea14dcead3e37ffe92bb..971e03d125a888d842ca835d81a48894041ea3b3 100644 --- a/v0.14.0/_sources/information/environment.result.ipynb.txt +++ b/v0.14.0/_sources/information/environment.result.ipynb.txt @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:09:44.975534Z", - "iopub.status.busy": "2025-03-26T11:09:44.975320Z", - "iopub.status.idle": "2025-03-26T11:09:46.146150Z", - "shell.execute_reply": "2025-03-26T11:09:46.145347Z" + "iopub.execute_input": "2025-03-26T12:54:59.687192Z", + "iopub.status.busy": "2025-03-26T12:54:59.686986Z", + "iopub.status.idle": "2025-03-26T12:55:00.852830Z", + "shell.execute_reply": "2025-03-26T12:55:00.852130Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3186.03225 MHz\n", + "CPU Freq: 3196.48875 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/v0.14.0/information/environment.html b/v0.14.0/information/environment.html index c926c8146ae79fea9048ac6509e63428ebd6825f..e73ede75acbbb404df640e9f1ca81a5c18f99f83 100644 --- a/v0.14.0/information/environment.html +++ b/v0.14.0/information/environment.html @@ -139,7 +139,7 @@ OS: Linux-6.8.0-1021-azure-x86_64-with-glibc2.34 Python: CPython 3.8.18 CPU Brand: AMD EPYC 7763 64-Core Processor CPU Count: 4 -CPU Freq: 3244.4770000000003 MHz +CPU Freq: 3239.50575 MHz Memory Size: 15.615 GiB Has CUDA: No diff --git a/v0.14.0/information/environment.ipynb b/v0.14.0/information/environment.ipynb index c37795e910453321fd16e19a90387209fe8175b8..e49802b5db0c7a345241d99fd60af825cbc3b950 100644 --- a/v0.14.0/information/environment.ipynb +++ b/v0.14.0/information/environment.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:12:16.408839Z", - "iopub.status.busy": "2025-03-26T11:12:16.408363Z", - "iopub.status.idle": "2025-03-26T11:12:17.571694Z", - "shell.execute_reply": "2025-03-26T11:12:17.570907Z" + "iopub.execute_input": "2025-03-26T12:57:30.821963Z", + "iopub.status.busy": "2025-03-26T12:57:30.821464Z", + "iopub.status.idle": "2025-03-26T12:57:31.980823Z", + "shell.execute_reply": "2025-03-26T12:57:31.980045Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3244.4770000000003 MHz\n", + "CPU Freq: 3239.50575 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/v0.14.0/information/environment.result.html b/v0.14.0/information/environment.result.html index 854c795d7c7c82b340c6678b7c12f8e8a058b5f2..a5294d1aaa5c791b01d636fca4d864110c083d25 100644 --- a/v0.14.0/information/environment.result.html +++ b/v0.14.0/information/environment.result.html @@ -141,7 +141,7 @@ OS: Linux-6.8.0-1021-azure-x86_64-with-glibc2.34 Python: CPython 3.8.18 CPU Brand: AMD EPYC 7763 64-Core Processor CPU Count: 4 -CPU Freq: 3186.03225 MHz +CPU Freq: 3196.48875 MHz Memory Size: 15.615 GiB Has CUDA: No diff --git a/v0.14.0/information/environment.result.ipynb b/v0.14.0/information/environment.result.ipynb index 1a790fc451fd70c86d8cea14dcead3e37ffe92bb..971e03d125a888d842ca835d81a48894041ea3b3 100644 --- a/v0.14.0/information/environment.result.ipynb +++ b/v0.14.0/information/environment.result.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:09:44.975534Z", - "iopub.status.busy": "2025-03-26T11:09:44.975320Z", - "iopub.status.idle": "2025-03-26T11:09:46.146150Z", - "shell.execute_reply": "2025-03-26T11:09:46.145347Z" + "iopub.execute_input": "2025-03-26T12:54:59.687192Z", + "iopub.status.busy": "2025-03-26T12:54:59.686986Z", + "iopub.status.idle": "2025-03-26T12:55:00.852830Z", + "shell.execute_reply": "2025-03-26T12:55:00.852130Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3186.03225 MHz\n", + "CPU Freq: 3196.48875 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/v0.14.0/searchindex.js b/v0.14.0/searchindex.js index 79ffc30dcc315002623a11e9e7a02637f5dde432..3e1d0ef53717c509e5c5ca8f19f68dcaac86d6cc 100644 --- a/v0.14.0/searchindex.js +++ b/v0.14.0/searchindex.js @@ -1 +1 @@ -Search.setIndex({"docnames": ["api_doc/ascii/drawing", "api_doc/ascii/index", "api_doc/config/index", "api_doc/config/meta", "api_doc/data/background", "api_doc/data/blob", "api_doc/data/decode", "api_doc/data/encode", "api_doc/data/image", "api_doc/data/index", "api_doc/data/layer", "api_doc/data/url", "api_doc/detect/booru_yolo", "api_doc/detect/censor", "api_doc/detect/eye", "api_doc/detect/face", "api_doc/detect/halfbody", "api_doc/detect/hand", "api_doc/detect/head", "api_doc/detect/index", "api_doc/detect/nudenet", "api_doc/detect/person", "api_doc/detect/similarity", "api_doc/detect/text", "api_doc/detect/visual", "api_doc/edge/canny", "api_doc/edge/index", "api_doc/edge/lineart", "api_doc/edge/lineart_anime", "api_doc/generic/classify", "api_doc/generic/clip", "api_doc/generic/enhance", "api_doc/generic/index", "api_doc/generic/siglip", "api_doc/generic/yolo", "api_doc/metadata/geninfo", "api_doc/metadata/index", "api_doc/metadata/lsb", "api_doc/metrics/aesthetic", "api_doc/metrics/ccip", "api_doc/metrics/dbaesthetic", "api_doc/metrics/index", "api_doc/metrics/laplacian", "api_doc/metrics/lpips", "api_doc/metrics/psnr_", "api_doc/ocr/index", "api_doc/operate/align", "api_doc/operate/censor", "api_doc/operate/imgcensor", "api_doc/operate/index", "api_doc/operate/squeeze", "api_doc/pose/dwpose", "api_doc/pose/format", "api_doc/pose/index", "api_doc/pose/visual", "api_doc/preprocess/base", "api_doc/preprocess/index", "api_doc/preprocess/pillow", "api_doc/preprocess/torchvision", "api_doc/preprocess/transformers", "api_doc/resource/background", "api_doc/resource/index", "api_doc/restore/adversarial", "api_doc/restore/index", "api_doc/restore/nafnet", "api_doc/restore/scunet", "api_doc/sd/index", "api_doc/sd/metadata", "api_doc/sd/model", "api_doc/sd/nai", "api_doc/segment/index", "api_doc/segment/isnetis", "api_doc/tagging/blacklist", "api_doc/tagging/character", "api_doc/tagging/deepdanbooru", "api_doc/tagging/deepgelbooru", "api_doc/tagging/format", "api_doc/tagging/index", "api_doc/tagging/match", "api_doc/tagging/mldanbooru", "api_doc/tagging/order", "api_doc/tagging/overlap", "api_doc/tagging/wd14", "api_doc/upscale/cdc", "api_doc/upscale/index", "api_doc/utils/cache", "api_doc/utils/func", "api_doc/utils/index", "api_doc/utils/onnxruntime", "api_doc/validate/aicheck", "api_doc/validate/bangumi_char", "api_doc/validate/classify", "api_doc/validate/color", "api_doc/validate/completeness", "api_doc/validate/dbrating", "api_doc/validate/furry", "api_doc/validate/index", "api_doc/validate/monochrome", "api_doc/validate/nsfw", "api_doc/validate/portrait", "api_doc/validate/rating", "api_doc/validate/real", "api_doc/validate/safe", "api_doc/validate/style_age", "api_doc/validate/teen", "api_doc/validate/truncate", "index", "information/environment", "information/environment.result", "tutorials/installation/index", "tutorials/quick_start/index"], "filenames": ["api_doc/ascii/drawing.rst", "api_doc/ascii/index.rst", "api_doc/config/index.rst", "api_doc/config/meta.rst", "api_doc/data/background.rst", "api_doc/data/blob.rst", "api_doc/data/decode.rst", "api_doc/data/encode.rst", "api_doc/data/image.rst", "api_doc/data/index.rst", "api_doc/data/layer.rst", "api_doc/data/url.rst", "api_doc/detect/booru_yolo.rst", "api_doc/detect/censor.rst", "api_doc/detect/eye.rst", "api_doc/detect/face.rst", "api_doc/detect/halfbody.rst", "api_doc/detect/hand.rst", "api_doc/detect/head.rst", "api_doc/detect/index.rst", "api_doc/detect/nudenet.rst", "api_doc/detect/person.rst", "api_doc/detect/similarity.rst", "api_doc/detect/text.rst", "api_doc/detect/visual.rst", "api_doc/edge/canny.rst", "api_doc/edge/index.rst", "api_doc/edge/lineart.rst", "api_doc/edge/lineart_anime.rst", "api_doc/generic/classify.rst", "api_doc/generic/clip.rst", "api_doc/generic/enhance.rst", "api_doc/generic/index.rst", "api_doc/generic/siglip.rst", "api_doc/generic/yolo.rst", "api_doc/metadata/geninfo.rst", "api_doc/metadata/index.rst", "api_doc/metadata/lsb.rst", "api_doc/metrics/aesthetic.rst", "api_doc/metrics/ccip.rst", "api_doc/metrics/dbaesthetic.rst", "api_doc/metrics/index.rst", "api_doc/metrics/laplacian.rst", "api_doc/metrics/lpips.rst", "api_doc/metrics/psnr_.rst", "api_doc/ocr/index.rst", "api_doc/operate/align.rst", "api_doc/operate/censor.rst", "api_doc/operate/imgcensor.rst", "api_doc/operate/index.rst", "api_doc/operate/squeeze.rst", "api_doc/pose/dwpose.rst", "api_doc/pose/format.rst", "api_doc/pose/index.rst", "api_doc/pose/visual.rst", "api_doc/preprocess/base.rst", "api_doc/preprocess/index.rst", "api_doc/preprocess/pillow.rst", "api_doc/preprocess/torchvision.rst", "api_doc/preprocess/transformers.rst", "api_doc/resource/background.rst", "api_doc/resource/index.rst", "api_doc/restore/adversarial.rst", "api_doc/restore/index.rst", "api_doc/restore/nafnet.rst", "api_doc/restore/scunet.rst", "api_doc/sd/index.rst", "api_doc/sd/metadata.rst", "api_doc/sd/model.rst", "api_doc/sd/nai.rst", "api_doc/segment/index.rst", "api_doc/segment/isnetis.rst", "api_doc/tagging/blacklist.rst", "api_doc/tagging/character.rst", "api_doc/tagging/deepdanbooru.rst", "api_doc/tagging/deepgelbooru.rst", "api_doc/tagging/format.rst", "api_doc/tagging/index.rst", "api_doc/tagging/match.rst", "api_doc/tagging/mldanbooru.rst", "api_doc/tagging/order.rst", "api_doc/tagging/overlap.rst", "api_doc/tagging/wd14.rst", "api_doc/upscale/cdc.rst", "api_doc/upscale/index.rst", "api_doc/utils/cache.rst", "api_doc/utils/func.rst", "api_doc/utils/index.rst", "api_doc/utils/onnxruntime.rst", "api_doc/validate/aicheck.rst", "api_doc/validate/bangumi_char.rst", "api_doc/validate/classify.rst", "api_doc/validate/color.rst", "api_doc/validate/completeness.rst", "api_doc/validate/dbrating.rst", "api_doc/validate/furry.rst", "api_doc/validate/index.rst", "api_doc/validate/monochrome.rst", "api_doc/validate/nsfw.rst", "api_doc/validate/portrait.rst", "api_doc/validate/rating.rst", "api_doc/validate/real.rst", "api_doc/validate/safe.rst", "api_doc/validate/style_age.rst", "api_doc/validate/teen.rst", "api_doc/validate/truncate.rst", "index.rst", "information/environment.ipynb", "information/environment.result.ipynb", "tutorials/installation/index.rst", "tutorials/quick_start/index.rst"], "titles": ["imgutils.ascii.drawing", "imgutils.ascii", "imgutils.config", "imgutils.config.meta", "imgutils.data.background", "imgutils.data.blob", "imgutils.data.decode", "imgutils.data.encode", "imgutils.data.image", "imgutils.data", "imgutils.data.layer", "imgutils.data.url", "imgutils.detect.booru_yolo", "imgutils.detect.censor", "imgutils.detect.eye", "imgutils.detect.face", "imgutils.detect.halfbody", "imgutils.detect.hand", "imgutils.detect.head", "imgutils.detect", "imgutils.detect.nudenet", "imgutils.detect.person", "imgutils.detect.similarity", "imgutils.detect.text", "imgutils.detect.visual", "imgutils.edge.canny", "imgutils.edge", "imgutils.edge.lineart", "imgutils.edge.lineart_anime", "imgutils.generic.classify", "imgutils.generic.clip", "imgutils.generic.enhance", "imgutils.generic", "imgutils.generic.siglip", "imgutils.generic.yolo", "imgutils.metadata.geninfo", "imgutils.metadata", "imgutils.metadata.lsb", "imgutils.metrics.aesthetic", "imgutils.metrics.ccip", "imgutils.metrics.dbaesthetic", "imgutils.metrics", "imgutils.metrics.laplacian", "imgutils.metrics.lpips", "imgutils.metrics.psnr_", "imgutils.ocr", "imgutils.operate.align", "imgutils.operate.censor_", "imgutils.operate.imgcensor", "imgutils.operate", "imgutils.operate.squeeze", "imgutils.pose.dwpose", "imgutils.pose.format", "imgutils.pose", "imgutils.pose.visual", "imgutils.preprocess.base", "imgutils.preprocess", "imgutils.preprocess.pillow", "imgutils.preprocess.torchvision", "imgutils.preprocess.transformers", "imgutils.resource.background", "imgutils.resource", "imgutils.restore.adversarial", "imgutils.restore", "imgutils.restore.nafnet", "imgutils.restore.scunet", "imgutils.sd", "imgutils.sd.metadata", "imgutils.sd.model", "imgutils.sd.nai", "imgutils.segment", "imgutils.segment.isnetis", "imgutils.tagging.blacklist", "imgutils.tagging.character", "imgutils.tagging.deepdanbooru", "imgutils.tagging.deepgelbooru", "imgutils.tagging.format", "imgutils.tagging", "imgutils.tagging.match", "imgutils.tagging.mldanbooru", "imgutils.tagging.order", "imgutils.tagging.overlap", "imgutils.tagging.wd14", "imgutils.upscale.cdc", "imgutils.upscale", "imgutils.utils.cache", "imgutils.utils.func", "imgutils.utils", "imgutils.utils.onnxruntime", "imgutils.validate.aicheck", "imgutils.validate.bangumi_char", "imgutils.validate.classify", "imgutils.validate.color", "imgutils.validate.completeness", "imgutils.validate.dbrating", "imgutils.validate.furry", "imgutils.validate", "imgutils.validate.monochrome", "imgutils.validate.nsfw", "imgutils.validate.portrait", "imgutils.validate.rating", "imgutils.validate.real", "imgutils.validate.safe", "imgutils.validate.style_age", "imgutils.validate.teen", "imgutils.validate.truncate", "Welcome to imgutils\u2019s Documentation", "Run Environment Information", "Run Environment Information", "Installation", "Quick Start"], "terms": {"img": [0, 5, 8, 29, 62, 67], "str": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 54, 57, 58, 59, 60, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "pathlik": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "byte": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 52, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "bytearrai": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 52, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "binaryio": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "imag": [0, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 53, 54, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 69, 70, 71, 74, 75, 76, 77, 79, 82, 83, 84, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 109], "max_width": 0, "int": [0, 4, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 27, 28, 29, 30, 33, 34, 37, 39, 43, 45, 46, 47, 48, 50, 51, 52, 54, 59, 60, 62, 64, 65, 71, 79, 83, 102], "none": [0, 4, 8, 10, 11, 13, 14, 15, 16, 17, 18, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 39, 47, 50, 51, 54, 57, 58, 59, 60, 67, 69, 72, 73, 88], "ellipsi": 0, "max_height": 0, "resampl": [0, 59], "2": [0, 8, 12, 22, 23, 38, 39, 40, 43, 45, 52, 59, 62, 67, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "level": [0, 13, 14, 15, 16, 17, 18, 21, 33, 34, 38, 47, 60, 74, 94], "aspect": [0, 24, 34, 46], "float": [0, 7, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 34, 39, 40, 42, 43, 44, 45, 47, 48, 50, 52, 54, 59, 60, 62, 69, 72, 73, 74, 75, 76, 79, 80, 81, 82, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "1": [0, 10, 12, 20, 21, 22, 38, 39, 40, 43, 45, 52, 59, 60, 62, 67, 68, 72, 73, 74, 75, 80, 82, 83, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108], "8": [0, 12, 22, 37, 39, 43, 47, 52, 59, 62, 67, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 107, 108, 109], "sourc": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 54, 55, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "gener": [0, 4, 12, 15, 21, 35, 36, 66, 67, 69, 75, 79, 82, 87, 94, 106], "art": [0, 67], "base": [0, 18, 21, 22, 29, 30, 33, 34, 39, 40, 42, 43, 46, 47, 48, 50, 52, 54, 56, 57, 59, 60, 69, 71, 74, 75, 79, 80, 81, 82, 90, 94, 98, 100, 106], "given": [0, 6, 7, 8, 10, 11, 14, 15, 17, 18, 19, 20, 23, 25, 27, 28, 29, 30, 33, 37, 39, 42, 46, 48, 52, 55, 59, 67, 69, 72, 73, 78, 81, 82, 89, 91, 94, 97, 98, 100, 104], "paramet": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "imagetyp": [0, 5, 12, 13, 14, 15, 16, 17, 18, 21, 23, 24, 29, 31, 34, 35, 37, 39, 40, 42, 45, 47, 50, 51, 54, 64, 65, 67, 69, 75, 82, 83, 90, 93, 95, 98, 99, 101, 102, 103], "The": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 29, 30, 31, 33, 34, 35, 36, 37, 39, 40, 42, 45, 46, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 63, 64, 65, 67, 68, 69, 71, 73, 74, 75, 76, 78, 79, 80, 82, 83, 85, 86, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 109], "input": [0, 5, 12, 13, 14, 15, 16, 18, 20, 21, 23, 24, 29, 30, 31, 33, 34, 35, 37, 39, 40, 42, 45, 46, 47, 48, 50, 51, 54, 57, 59, 62, 64, 65, 67, 69, 72, 73, 75, 76, 78, 80, 82, 83, 86, 90, 93, 95, 98, 99, 101, 103], "option": [0, 4, 11, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 24, 29, 30, 33, 34, 35, 39, 45, 47, 50, 51, 54, 59, 60, 62, 67, 68, 69, 72, 73, 80, 85], "maximum": [0, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 34, 39, 45, 46, 47, 59, 62, 85, 102], "width": [0, 4, 10, 48, 59, 60, 79], "If": [0, 5, 8, 10, 11, 13, 14, 15, 16, 17, 18, 21, 22, 24, 29, 30, 33, 34, 35, 37, 39, 45, 47, 50, 52, 54, 57, 58, 59, 62, 64, 65, 67, 68, 69, 72, 73, 80, 82, 88, 89, 90, 91, 94, 97, 100, 104], "set": [0, 12, 24, 29, 30, 34, 39, 50, 52, 54, 59, 82, 88, 91, 94, 100, 104, 105], "automat": [0, 4, 30, 33, 39, 50, 88, 107, 108], "determin": [0, 8, 39, 98], "termin": 0, "size": [0, 4, 6, 7, 10, 11, 23, 24, 25, 27, 28, 39, 46, 48, 50, 54, 57, 58, 59, 60, 62, 64, 65, 67, 71, 79, 83, 84, 102, 107, 108], "height": [0, 4, 10, 48, 59, 60, 79], "filter": [0, 34, 50, 59, 62, 72, 73, 94, 96, 100], "us": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 43, 45, 47, 48, 50, 51, 54, 55, 57, 59, 62, 63, 64, 65, 67, 68, 69, 72, 74, 75, 76, 79, 82, 83, 85, 86, 88, 89, 90, 91, 94, 96, 97, 98, 100, 104], "when": [0, 7, 10, 12, 23, 25, 27, 28, 29, 30, 37, 39, 43, 47, 48, 52, 55, 59, 64, 67, 69, 71, 79, 83, 85, 88, 89, 105], "resiz": [0, 23, 24, 34, 46, 54, 57, 58, 59, 67, 79], "charact": [0, 39, 45, 54, 70, 71, 74, 75, 76, 77, 82, 90, 106], "repres": [0, 7, 10, 12, 13, 14, 15, 22, 39, 43, 47, 50, 52, 69, 71, 80, 89, 98, 105], "differ": [0, 8, 14, 15, 16, 17, 18, 21, 22, 30, 35, 36, 37, 39, 43, 44, 51, 52, 58, 59, 90, 95, 99, 101, 103, 107, 108], "intens": 0, "proport": [0, 90], "correct": [0, 37], "output": [0, 24, 29, 30, 33, 40, 54, 67, 68, 75, 80, 82, 109], "which": [0, 4, 10, 22, 23, 25, 27, 28, 33, 35, 39, 43, 48, 57, 59, 60, 63, 67, 68, 69, 71, 72, 75, 79, 85, 86, 88, 89, 91, 96, 97, 98, 105, 106, 107, 108, 109], "should": [0, 3, 10, 24, 39, 43, 47, 48, 50, 59, 71, 82, 109], "approxim": 0, "ratio": [0, 24, 34, 45, 46, 48, 79], "your": [0, 50, 64, 105, 107, 108, 109], "thi": [0, 3, 4, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 45, 47, 48, 50, 51, 52, 54, 55, 57, 58, 59, 62, 64, 65, 66, 67, 68, 69, 70, 74, 77, 81, 82, 83, 85, 86, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 107, 108], "valu": [0, 4, 8, 10, 13, 17, 18, 21, 22, 37, 39, 43, 47, 50, 52, 57, 58, 59, 68, 74, 79, 86, 89, 97, 105], "ensur": [0, 30, 34, 39, 46, 59, 64, 67, 85], "i": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 45, 47, 48, 50, 51, 52, 54, 55, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 79, 80, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109], "close": [0, 48, 67], "possibl": [0, 23, 30, 39, 48], "origin": [0, 4, 6, 8, 20, 25, 27, 28, 37, 38, 44, 47, 48, 50, 54, 71, 74, 76, 79, 80, 98], "default": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 25, 27, 28, 29, 30, 33, 34, 39, 40, 42, 43, 45, 47, 48, 50, 52, 54, 59, 60, 64, 65, 68, 71, 72, 73, 74, 76, 79, 82, 83, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "return": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 98, 99, 100, 101, 102, 103, 104, 105], "represent": [0, 22, 39, 57, 58, 67], "type": [0, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 24, 29, 30, 31, 33, 34, 35, 37, 39, 40, 42, 45, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 72, 73, 76, 78, 80, 81, 82, 83, 85, 86, 90, 93, 94, 95, 98, 99, 100, 101, 102, 103], "exampl": [0, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 34, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 57, 58, 59, 60, 62, 67, 71, 72, 73, 74, 75, 76, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 105], "here": [0, 12, 20, 26, 39, 43, 44, 67, 72, 74, 75, 79, 82, 83, 90, 92, 105, 107, 108], "an": [0, 4, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 52, 54, 57, 59, 62, 64, 65, 67, 69, 70, 71, 73, 74, 75, 77, 80, 82, 83, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "jerri": 0, "from": [0, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 27, 28, 29, 33, 34, 35, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 57, 58, 59, 60, 62, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 79, 80, 81, 82, 83, 85, 86, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 107, 108, 109], "import": [0, 6, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 21, 24, 34, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 57, 58, 59, 60, 62, 67, 71, 72, 73, 74, 75, 76, 79, 80, 81, 82, 83, 85, 86, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 105, 107, 108, 109], "print": [0, 5, 12, 17, 18, 21, 22, 34, 67, 68, 107, 108, 109], "png": [0, 5, 8, 10, 13, 24, 35, 37, 42, 47, 48, 50, 62, 67, 69, 71, 82, 83, 92, 105], "draw": [1, 24, 26, 27, 54, 98, 106], "ascii_draw": 1, "meta": [2, 106, 109], "__title__": [2, 109], "__version__": [2, 109], "__description__": [2, 109], "__author__": [2, 109], "__author_email__": 2, "overview": [3, 4, 6, 7, 9, 10, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 26, 27, 28, 31, 32, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 50, 51, 53, 59, 60, 61, 62, 63, 64, 65, 66, 67, 70, 71, 72, 73, 74, 75, 76, 77, 79, 82, 83, 84, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105], "inform": [3, 30, 33, 34, 35, 36, 37, 54, 67, 69, 81], "packag": 3, "titl": [3, 69], "project": [3, 20, 74, 82, 105], "version": [3, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 34, 38, 47, 64, 65, 67, 68, 85, 91, 106, 109], "short": [3, 75, 79, 82], "descript": [3, 20, 29, 33, 69], "includ": [3, 5, 8, 11, 12, 13, 20, 21, 22, 24, 29, 30, 31, 33, 34, 35, 36, 51, 52, 58, 59, 66, 67, 68, 69, 75, 82, 86, 90, 98], "setup": 3, "py": [3, 71], "author": [3, 68], "email": 3, "step": [4, 48, 59, 67], "forecolor": [4, 25, 27, 28], "lightgrei": 4, "backcolor": [4, 25, 27, 28], "white": [4, 8, 25, 27, 28, 30, 59, 67, 71], "creat": [4, 29, 30, 33, 34, 35, 47, 57, 58, 59, 67, 69, 73, 89], "black": [4, 47, 67], "squar": [4, 59], "can": [4, 5, 8, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 24, 26, 30, 33, 35, 37, 39, 43, 47, 51, 52, 57, 59, 67, 68, 69, 75, 80, 82, 88, 90, 96, 97, 106, 109], "complement": 4, "transpar": [4, 8, 10, 25, 27, 28, 48, 50, 71, 83], "area": [4, 10, 12, 22, 23, 47, 48], "grid": 4, "pixel": [4, 24, 37, 47, 48, 50, 59, 62, 67, 71, 97], "mean": [4, 20, 22, 23, 25, 27, 28, 29, 39, 42, 43, 48, 52, 57, 58, 59, 88, 91, 109], "function": [4, 7, 8, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 35, 36, 37, 39, 42, 45, 47, 48, 50, 51, 54, 57, 58, 59, 62, 64, 66, 67, 68, 69, 81, 82, 83, 85, 86, 90, 94, 98, 100, 105], "suitabl": [4, 57, 59, 74, 98], "color": [4, 8, 10, 25, 27, 28, 47, 62, 67, 71, 96, 97, 106], "fore": [4, 25, 27, 28], "back": [4, 82], "A": [4, 5, 8, 13, 14, 15, 16, 17, 18, 20, 21, 25, 27, 28, 29, 34, 37, 38, 39, 40, 45, 46, 47, 48, 50, 57, 59, 60, 67, 68, 69, 73, 76, 81, 85, 88, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 102, 103, 104, 109], "rgba": [4, 8, 31, 37, 64, 65, 71, 83], "contain": [4, 5, 10, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 29, 30, 33, 34, 39, 40, 52, 54, 59, 64, 67, 68, 69, 75, 79, 82, 91, 94, 100, 102, 104], "add": [4, 35, 68, 69, 76], "rgb": [4, 6, 7, 8, 30, 31, 47, 59, 60, 67, 71, 83], "In": [4, 27, 39, 90, 91], "document": [4, 107, 108, 109], "accur": [4, 13, 21, 94, 100], "present": [4, 35, 69, 74], "state": [4, 33], "shown": [4, 70], "follow": [4, 29, 39, 52, 58, 59, 63, 68, 69, 75, 82, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104, 109], "figur": 4, "modul": [5, 8, 11, 12, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 35, 36, 37, 57, 58, 66, 68, 69, 70, 82, 85, 86, 94, 100, 106], "provid": [5, 8, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 31, 33, 34, 35, 36, 37, 39, 47, 50, 52, 54, 57, 58, 59, 66, 67, 68, 69, 79, 80, 82, 85, 86, 88, 94, 100], "util": [5, 8, 11, 20, 21, 29, 32, 34, 43, 46, 50, 53, 57, 58, 63, 66, 68, 74, 75, 79, 82, 106], "handl": [5, 8, 11, 29, 30, 33, 34, 36, 37, 55, 58, 59, 66, 69], "url": [5, 9, 13, 16, 18, 30, 37, 67, 106], "convers": [5, 8, 34, 58, 59], "between": [5, 14, 15, 21, 22, 29, 30, 33, 39, 43, 44, 48, 58, 64, 65, 73, 79, 83, 86], "valid": [5, 11, 47, 48, 52, 59, 106], "format": [5, 8, 10, 25, 27, 28, 29, 30, 33, 34, 35, 36, 37, 40, 47, 50, 51, 53, 57, 59, 67, 68, 69, 75, 77, 82, 98, 106], "support": [5, 6, 8, 11, 14, 15, 16, 18, 21, 29, 33, 34, 35, 48, 54, 57, 58, 59, 64, 65, 67, 68, 69, 82, 83], "convert": [5, 8, 30, 35, 37, 39, 52, 57, 58, 59, 69, 82, 98], "specifi": [5, 8, 22, 23, 24, 29, 30, 33, 34, 39, 47, 48, 50, 59, 67, 68, 69, 73, 75, 80, 82, 85], "load": [5, 8, 13, 14, 17, 18, 29, 30, 33, 34, 35, 37, 67, 82, 88], "variou": [5, 8, 14, 15, 17, 21, 22, 24, 29, 31, 33, 34, 36, 59, 67, 69, 86, 109], "mime": 5, "jpg": [5, 6, 7, 8, 11, 12, 14, 15, 16, 17, 18, 21, 24, 29, 34, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 51, 60, 71, 74, 75, 79, 82, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 105], "save_kwarg": 5, "string": [5, 13, 15, 16, 20, 37, 52, 67, 68, 76, 88, 105], "pil": [5, 6, 7, 8, 10, 11, 17, 24, 30, 34, 43, 46, 47, 48, 50, 57, 59, 60, 62, 67, 75, 83, 92, 97], "numpi": [5, 6, 10, 24, 30, 33, 37, 39, 50, 52, 82, 86], "arrai": [5, 10, 24, 30, 37, 39, 43, 50, 52, 82, 86], "file": [5, 8, 10, 11, 12, 13, 16, 18, 24, 35, 37, 43, 60, 66, 67, 68, 69, 88, 97, 105, 106], "path": [5, 8, 10, 12, 13, 16, 18, 24, 30, 34, 37, 60, 67, 68, 69, 75, 92, 97, 105], "desir": [5, 60], "addit": [5, 11, 29, 30, 33, 34, 35, 47, 48, 58, 67, 69], "keyword": [5, 11, 29, 30, 33, 34, 35, 47, 48, 67, 69, 85], "argument": [5, 11, 29, 30, 33, 34, 35, 47, 48, 51, 52, 67, 69, 73, 75, 82, 85], "pass": [5, 11, 27, 28, 29, 30, 33, 34, 35, 47, 48, 67, 71, 79, 83, 85], "save": [5, 10, 24, 35, 62, 67, 68, 69, 71], "encod": [5, 6, 9, 29, 30, 33, 37, 69, 106], "open": [5, 6, 7, 8, 10, 12, 17, 29, 34, 46, 47, 48, 50, 62, 67, 68, 83, 88], "test": [5, 43, 83, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104], "blob_url": 5, "qualiti": [5, 23, 40, 61, 67, 82, 83], "95": [5, 34, 59, 72, 73, 80], "base64": 5, "pre": [5, 13, 15, 18, 30, 33, 40], "object": [5, 6, 8, 10, 11, 12, 18, 22, 24, 34, 35, 37, 43, 47, 51, 54, 55, 58, 59, 60, 67, 69, 74, 75, 88, 91, 92, 94, 97, 100, 104], "rais": [5, 8, 11, 13, 14, 16, 17, 18, 21, 22, 29, 33, 34, 37, 47, 50, 52, 55, 57, 58, 59, 62, 67, 68, 69, 72, 73, 80], "valueerror": [5, 11, 13, 16, 18, 21, 22, 29, 33, 37, 50, 59, 69, 80], "unsupport": [5, 45, 58, 59, 80], "method": [5, 11, 29, 30, 31, 33, 34, 36, 37, 39, 47, 59, 94, 100], "warn": 5, "userwarn": 5, "doesn": [5, 37, 73], "t": [5, 37, 73], "match": [5, 22, 33, 37, 50, 59, 73, 77, 106], "actual": [5, 18, 21, 45], "invalid": [5, 13, 16, 18, 21, 29, 33, 35, 59], "show": [5, 11, 13, 14, 15, 16, 51], "bool": [5, 7, 8, 11, 24, 27, 34, 39, 45, 47, 50, 51, 54, 59, 64, 65, 68, 69, 72, 73, 74, 75, 76, 78, 79, 82, 83, 89, 97, 105], "effici": [5, 20, 23, 30, 68, 86], "without": [5, 34, 62, 67, 72, 73, 81], "content": [5, 11, 12, 27, 45, 70], "true": [5, 7, 8, 11, 24, 34, 39, 47, 48, 51, 54, 57, 58, 59, 64, 65, 68, 69, 72, 73, 76, 78, 82, 89, 92, 97, 105], "fals": [5, 6, 7, 8, 11, 24, 27, 34, 39, 45, 47, 59, 64, 65, 67, 68, 69, 72, 73, 74, 75, 76, 78, 79, 82, 83, 89, 92, 97, 105], "otherwis": [5, 8, 11, 35, 39, 59, 64, 65, 69, 72, 73, 78, 83, 88], "abc": 5, "svg": 5, "xml": 5, "jpeg": [5, 63, 67, 92, 105], "text": [5, 19, 24, 30, 33, 45, 67, 76, 78, 106], "plain": 5, "hello": 5, "order_": [6, 7], "chw": [6, 7], "both": [6, 13, 22, 30, 33, 45, 57, 68, 82], "np": [6, 7, 10, 29, 30, 33, 37, 39, 48, 50, 52, 82, 86], "uint8": [6, 7], "float32": [6, 7, 10, 25, 27, 28, 39], "ar": [6, 10, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 29, 30, 33, 34, 35, 39, 42, 43, 44, 45, 47, 52, 55, 58, 59, 60, 63, 67, 68, 69, 72, 73, 74, 75, 79, 80, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 99, 100, 101, 102, 103, 104, 105], "order": [6, 7, 59, 76, 77, 106], "rgb_encod": [6, 9], "custom_imag": [6, 7], "data_cwh": 6, "cwh": 6, "data_int": 6, "use_float": [6, 7], "mode": [6, 7, 8, 22, 34, 37, 58, 60, 67, 80, 83, 88], "1606x1870": [6, 7], "0x7fb9b89bbdc0": 6, "0x7fb9b89bbe50": 6, "0x7fb9b89bbdf0": 6, "invers": 6, "oper": [6, 30, 33, 38, 39, 40, 42, 43, 59, 68, 106], "ndarrai": [7, 10, 29, 30, 33, 37, 39, 43, 48, 50, 52, 82, 86], "channel": [7, 8, 31, 59, 64, 65, 83], "jpegimageplugin": [7, 60], "jpegimagefil": [7, 60], "0x7f9ec37389d0": 7, "shape": [7, 39, 43, 50, 71, 82], "dtype": [7, 39], "3": [7, 10, 12, 13, 14, 15, 21, 22, 39, 40, 43, 45, 47, 52, 54, 59, 62, 67, 75, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108, 109], "1870": 7, "1606": 7, "whc": 7, "": [7, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 29, 34, 35, 37, 45, 47, 57, 59, 67, 82, 85, 93], "result": [7, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 37, 40, 43, 45, 47, 48, 50, 51, 71, 74, 75, 82, 86, 93, 94, 100], "same": [7, 8, 39, 44, 82, 85], "torchvis": [7, 56, 106], "transform": [7, 8, 55, 56, 57, 58, 76, 106], "to_tensor": [7, 57, 58], "process": [8, 9, 11, 13, 14, 16, 17, 22, 31, 34, 36, 37, 39, 57, 59, 62, 64, 65, 66, 73, 82, 109], "manipul": [8, 66], "python": [8, 37, 62, 85, 107, 108, 109], "librari": [8, 34, 57, 59, 62, 109], "It": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 35, 36, 47, 48, 50, 54, 57, 58, 66, 68, 69, 82, 85, 86, 98, 109], "multipl": [8, 10, 16, 30, 33, 37, 39, 43, 67], "ad": [8, 12, 59, 68, 69, 76], "background": [8, 9, 25, 27, 28, 30, 61, 67, 71, 106], "check": [8, 11, 37, 42, 68, 72, 73, 78, 89, 92, 102, 105, 109], "alpha": [8, 31, 64, 65], "design": [8, 22, 29, 33, 35, 36], "simplifi": [8, 90], "common": [8, 58], "relat": [8, 12, 14, 17, 66, 73, 86], "task": [8, 21, 22, 33, 36, 47, 57], "applic": [8, 57, 74, 79, 98], "kei": [8, 18, 22, 30, 59, 68, 75, 82], "featur": [8, 13, 18, 30, 32, 33, 39, 43, 69, 71, 74, 75, 76, 82, 90], "binari": [8, 86], "like": [8, 12, 19, 24, 58, 59, 79, 85, 109], "onc": 8, "particularli": [8, 22, 29, 35, 36, 69, 85], "requir": [8, 10, 20, 21, 39, 48, 68, 69, 94, 100, 109], "preprocess": [8, 20, 29, 30, 34, 39, 64, 106], "befor": [8, 37, 39, 68, 82], "further": 8, "analysi": [8, 40], "force_background": [8, 59], "appli": [8, 15, 18, 20, 31, 39, 47, 48, 50, 57, 59, 62, 82, 86], "necessari": [8, 39, 74, 79], "ha": [8, 23, 45, 58, 83, 98, 107, 108], "4": [8, 12, 15, 17, 18, 22, 37, 38, 39, 40, 43, 47, 52, 62, 64, 65, 67, 75, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108], "avoid": [8, 74], "anomali": 8, "dure": [8, 29, 37, 76, 97, 105], "subsequ": [8, 30, 47], "union": [8, 13, 14, 15, 16, 17, 18, 21, 22, 30, 33, 37, 39, 47, 52, 57, 59, 67, 69, 72, 73, 80], "retain": 8, "typeerror": [8, 52, 57, 58, 59, 72, 73, 80], "isinst": 8, "list": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 39, 43, 45, 47, 48, 51, 54, 57, 58, 59, 60, 72, 73, 80, 81, 82, 89, 91, 94, 100, 104], "tupl": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 39, 40, 43, 45, 47, 48, 51, 59, 82, 90, 91, 93, 94, 95, 98, 99, 100, 101, 102, 103, 104], "take": [8, 54, 59], "singl": [8, 16, 33, 37, 39, 58, 59, 76, 82, 86], "call": [8, 26, 67], "each": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 29, 34, 39, 43, 50, 57, 66, 76, 78, 82, 83, 98], "item": [8, 10, 18], "batch": [8, 64, 65, 82, 83, 102], "multiimagestyp": [8, 30, 33, 39, 48], "iter": [8, 59, 62, 73], "img_path": 8, "image1": 8, "image2": 8, "loaded_imag": 8, "len": [8, 60], "all": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 26, 29, 30, 33, 34, 38, 39, 40, 42, 43, 45, 51, 52, 62, 64, 65, 68, 70, 71, 75, 77, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "pillow": [8, 56, 106], "boolean": [8, 39], "tool": [9, 16, 24, 29, 31, 38, 39, 40, 41, 47, 62, 70, 76, 96, 98], "basic": [9, 57, 61, 73], "grid_background": 9, "grid_transpar": 9, "blob": [9, 71, 106], "to_blob_url": 9, "load_image_from_blob_url": 9, "is_valid_image_blob_url": 9, "decod": [9, 37, 106], "rgb_decod": 9, "load_imag": [9, 24, 51, 67], "has_alpha_channel": 9, "layer": [9, 86, 106], "istack": 9, "download_image_from_url": 9, "is_http_url": 9, "mai": [10, 14, 17, 39, 63, 67, 74, 79, 85, 105, 107, 108], "block": [10, 29, 33, 34], "togeth": 10, "new": [10, 23, 29, 52, 64, 65, 67, 68, 73], "similar": [10, 12, 19, 30, 33, 39, 43, 59, 79, 82, 106], "techniqu": [10, 31, 37], "p": [10, 74, 75, 79, 82], "need": [10, 16, 34, 45, 48, 85, 89, 91, 94, 97, 100, 104], "stack": [10, 82], "addition": 10, "second": [10, 22, 39, 44, 78], "element": [10, 82], "rang": [10, 39, 43, 48], "left": [10, 47, 48, 52, 86], "0": [10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 29, 30, 34, 38, 39, 40, 43, 45, 47, 48, 50, 52, 54, 57, 58, 59, 62, 67, 68, 72, 73, 74, 75, 76, 79, 80, 81, 82, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108, 109], "right": [10, 47, 52, 86], "two": [10, 22, 39, 44, 62, 78, 97], "dimension": [10, 82], "h": [10, 25, 27, 28, 50, 71], "w": [10, 25, 27, 28, 50, 71, 82], "posit": [10, 39, 47, 48, 90], "target": [10, 19, 25, 27, 28, 30, 48, 59], "By": [10, 45], "first": [10, 12, 16, 22, 34, 39, 44, 78], "howev": [10, 39], "solid": [10, 47], "pure": [10, 71], "lime": [10, 71], "nian": 10, "nian_lim": 10, "yellow": [10, 67], "5": [10, 12, 16, 21, 22, 39, 40, 43, 45, 48, 50, 52, 57, 58, 59, 60, 67, 74, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "9": [10, 12, 22, 39, 43, 52, 59, 67, 80, 89, 90, 91, 93, 94, 97, 98, 99, 100, 101, 103, 104], "nian_tran": 10, "custom": [10, 13, 14, 15, 16, 17, 18, 21, 29, 33, 34, 37, 40, 47, 48, 50, 58, 59, 67, 68, 72], "mask": [10, 25, 27, 28, 48, 50, 71], "hs1": 10, "ab": 10, "linspac": 10, "ws1": 10, "nian_mask": 10, "hxw": [10, 25, 27, 28, 50], "download": 11, "special": [11, 12], "github": [11, 51, 107, 108, 109], "hug": [11, 18, 29, 30, 33, 34, 39, 59, 82], "face": [11, 18, 19, 20, 29, 30, 33, 34, 39, 52, 54, 59, 67, 73, 82, 90, 106], "progress": [11, 64, 65, 83], "track": 11, "host": [11, 12, 15, 20, 23, 30, 39, 45, 60, 75, 83, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104, 109], "main": [11, 17, 20, 21, 24, 29, 30, 33, 34, 39, 59, 67, 69, 71, 74, 85, 109], "compon": [11, 12, 22, 29, 30, 33, 34, 85], "http": [11, 51, 71, 109], "intern": [11, 33, 55, 68], "silent": [11, 64, 65, 83], "expected_s": 11, "kwarg": [11, 12, 13, 14, 15, 16, 17, 18, 21, 29, 30, 33, 34, 35, 47, 48, 67, 69], "suppress": [11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 24, 34, 47, 83], "bar": 11, "displai": [11, 30, 33, 64, 65], "expect": [11, 37, 59], "session": 11, "get": [11, 25, 27, 28, 30, 38, 40, 60, 61, 67, 71, 74, 77, 82, 88, 90, 95, 97, 99, 101, 103], "especi": 11, "hf": 11, "request": 11, "requestexcept": 11, "fail": [11, 13], "unidentifiedimageerror": 11, "com": [11, 51, 109], "ftp": 11, "booru": 12, "yolo": [12, 18, 20, 32, 106], "aperveyev": 12, "deepgh": [12, 13, 14, 15, 16, 17, 18, 20, 23, 39, 43, 45, 60, 75, 79, 83, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104, 109], "overal": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 26, 38, 39, 40, 42, 43, 45, 51, 62, 64, 65, 70, 77, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "benchmark": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 26, 38, 39, 40, 42, 43, 45, 51, 62, 64, 65, 70, 77, 83, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "explan": 12, "No": [12, 67, 107, 108], "head": [12, 19, 24, 51, 73, 90, 99, 106], "anim": [12, 13, 14, 15, 16, 17, 18, 19, 21, 26, 28, 38, 39, 40, 42, 51, 53, 54, 60, 67, 70, 71, 73, 74, 77, 83, 90, 91, 94, 95, 99, 100, 101, 103, 104, 109], "pretti": 12, "girl": [12, 45, 73], "onli": [12, 13, 14, 15, 16, 17, 18, 21, 24, 39, 68, 73, 74, 79, 82, 97], "bust": 12, "torso": 12, "part": [12, 50, 51, 52], "collarbon": 12, "center": [12, 48, 58, 59], "pair": [12, 22, 33], "cover": [12, 20, 48, 67, 73], "breast": [12, 20, 73, 74, 75, 79, 81, 82], "boob": 12, "bra": 12, "nippl": [12, 13, 47, 67], "mostli": [12, 16], "visibl": [12, 24], "nsfw": [12, 47, 96, 106], "shld": 12, "shoulder": [12, 52], "mayb": 12, "one": [12, 33, 37, 43, 45, 59, 73, 82], "view": [12, 45], "profil": 12, "exactli": 12, "rear": 12, "exclud": 12, "sideb": 12, "uncov": 12, "other": [12, 39, 45, 59, 78, 81, 90], "visual": [12, 13, 14, 15, 16, 18, 19, 21, 39, 41, 51, 53, 82, 106], "mark": 12, "belli": [12, 20], "button": [12, 29, 75], "hip": [12, 52], "half": [12, 16, 73], "stock": 12, "line": [12, 26, 27, 54], "knee": [12, 52], "below": [12, 54, 70, 109], "6": [12, 22, 24, 39, 43, 52, 59, 62, 72, 73, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108], "nopan": 12, "panti": [12, 76], "cloth": 12, "bikini": 12, "regardless": 12, "censor": [12, 19, 47, 48, 94, 100, 106], "evid": 12, "7": [12, 13, 15, 16, 17, 18, 34, 39, 43, 45, 47, 50, 52, 59, 67, 72, 73, 79, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "butt": 12, "buttock": [12, 20], "least": [12, 36, 37, 69], "partial": 12, "behind": 12, "more": [12, 13, 32, 33, 45, 52, 57, 67, 85, 88], "less": [12, 13, 15, 21, 89], "stand": [12, 67, 74, 75, 79, 82], "sit": [12, 73], "ass": 12, "split": [12, 79], "leg": [12, 67], "wide": [12, 67], "90": 12, "degre": [12, 48], "typic": [12, 13, 30, 59], "abov": [12, 13, 14, 15, 16, 17, 18, 21, 50, 91, 94, 100, 104], "10": [12, 23, 29, 39, 43, 48, 52, 59, 62, 89, 90, 91, 94, 97, 98, 100, 101], "sprd": 12, "strongli": [12, 83], "11": [12, 39, 52, 89, 90, 91, 94, 97, 98, 100, 101], "vsplt": 12, "pose": [12, 39, 106], "12": [12, 24, 39, 47, 52, 59, 89, 90, 91, 94, 97, 98, 100, 101], "vsprd": 12, "vsplit": 12, "13": [12, 39, 52, 90, 91, 94, 98, 101, 103], "full": [12, 67], "almost": 12, "side": [12, 46, 73, 105], "usual": [12, 43], "ly": 12, "14": [12, 52, 59, 90, 91, 94, 98, 101, 109], "wing": [12, 73], "dragon": 12, "poni": 12, "15": [12, 42, 44, 52, 59, 90, 91, 94, 98, 101, 107, 108], "feral": 12, "four": [12, 13, 90], "non": [12, 13, 14, 15, 16, 17, 18, 20, 21, 34, 47, 95], "human": [12, 13, 14, 15, 16, 17, 18, 21, 51, 53, 89], "16": [12, 52, 59, 62, 64, 65, 90, 94, 98, 101], "hdrago": 12, "style": [12, 16, 21, 48, 103, 109], "17": [12, 52, 59, 98, 103], "hponi": 12, "18": [12, 20, 52, 59, 94, 98, 100, 107, 108], "hfox": 12, "cartoon": 12, "fox": 12, "dog": 12, "zootopia": 12, "nick": 12, "wild": 12, "19": [12, 52, 98], "hrabb": 12, "rabbit": 12, "judi": 12, "hopp": 12, "bunnygirl": 12, "20": [12, 29, 52, 59, 67, 98], "hcat": 12, "cat": [12, 73, 80], "catgirl": 12, "sharp": 12, "muzzl": 12, "compar": [12, 22, 33], "21": [12, 16, 52, 59, 103], "hbear": 12, "bear": 12, "22": [12, 52, 59], "jacko": 12, "memet": 12, "jack": 12, "o": [12, 67, 69, 79, 82, 94, 97, 107, 108], "contest": 12, "toward": [12, 52], "viewer": [12, 67], "23": [12, 52, 59], "jackx": 12, "sometim": 12, "24": [12, 39, 43, 52, 59, 62], "hhors": 12, "hors": 12, "implement": [12, 30, 33, 44, 85], "aa09": 12, "25": [12, 15, 20, 34, 44, 59, 103], "hbird": 12, "bird": 12, "name": [12, 13, 14, 15, 16, 17, 18, 21, 23, 29, 30, 33, 34, 39, 40, 45, 47, 52, 57, 58, 59, 74, 79, 82, 83, 89, 90, 93, 95, 98, 99, 101, 102, 103], "releas": 12, "time": [12, 69, 83], "yolov8s_pp09": 12, "2023": 12, "focus": 12, "class": [12, 14, 17, 18, 29, 30, 31, 33, 34, 37, 47, 48, 52, 55, 57, 59, 60, 66, 67, 69, 73, 90, 91, 94, 95, 99, 100, 101, 103, 104], "advanc": [12, 109], "capabl": [12, 30, 37, 45], "specif": [12, 13, 18, 29, 30, 33, 35, 37, 47, 52, 55, 57, 59, 69, 70, 90, 94, 100], "scenario": [12, 74, 79, 85], "yolov8s_pp12": 12, "2024": 12, "final": 12, "patch": 12, "continu": 12, "focu": [12, 67], "enhanc": [12, 32, 106], "improv": [12, 23, 82], "previou": 12, "yolov8m_pp13": 12, "offer": [12, 15, 16, 17, 22, 57, 69, 97], "yolov8n_as01": 12, "spinoff": 12, "26": [12, 59], "train": [12, 13, 14, 15, 16, 17, 18, 21, 39, 40, 74, 75, 76, 79, 83, 94, 100], "80": 12, "epoch": 12, "sfw": 12, "subset": 12, "wa": 12, "eventu": 12, "abandon": 12, "due": [12, 38, 39, 74, 79, 85, 90, 105], "ineffect": 12, "yolov8m_as02": 12, "start": [12, 37, 48, 67, 106], "30": [12, 21, 48], "public": [12, 30], "friendli": [12, 109], "reduc": [12, 39, 50, 82], "yolov8m_as03": 12, "as02": 12, "60": 12, "aim": 12, "bottleneck": 12, "reproduc": 12, "yolov8s_aa06": 12, "initi": [12, 29, 30, 34, 37, 47, 60, 73], "current": [12, 58, 64, 67, 94, 100, 107, 108, 109], "reincarn": 12, "some": [12, 29, 32, 39, 43, 44, 48, 61, 72, 74, 75, 79, 82, 83, 85, 92, 105, 107, 108], "yolov8s_aa09": 12, "updat": [12, 29, 30, 33, 34, 68], "dataset": [12, 13, 14, 15, 16, 17, 18, 21, 40, 43, 82, 96], "closeup": 12, "adjust": [12, 34, 43, 73], "larg": [12, 27, 30, 39, 82], "hat": [12, 73], "aa06": 12, "yolov8s_aa10": 12, "major": 12, "fix": 12, "issu": [12, 18, 64], "wear": 12, "yolov8s_aa11": 12, "latest": [12, 34, 74, 79], "mainstream": 12, "aa10": 12, "outstand": 12, "map": [12, 29, 45, 51, 72, 73, 76, 80, 81, 86, 98, 102], "score": [12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 29, 30, 33, 38, 40, 42, 43, 45, 51, 52, 54, 76, 80, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "though": 12, "note": [12, 16, 39, 48, 67, 90, 94, 97, 100, 107, 108], "complet": [12, 34, 48, 90, 96, 106], "fair": 12, "bias": 12, "model_nam": [12, 13, 14, 15, 16, 17, 18, 21, 29, 30, 33, 34, 40, 47, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "conf_threshold": [12, 13, 14, 15, 16, 17, 18, 21, 34, 47], "iou_threshold": [12, 13, 14, 15, 16, 17, 18, 20, 21, 34, 47], "perform": [12, 16, 20, 21, 23, 30, 33, 34, 39, 45, 47, 48, 51, 59, 74, 85, 97, 98, 107, 108], "confid": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 34, 40, 45, 47, 52, 54, 75, 82], "threshold": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 25, 34, 39, 42, 43, 45, 47, 50, 54, 74, 75, 79, 82, 89, 97], "iou": [12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 34, 47], "bounding_box": 12, "x1": [12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 34, 47, 48], "y1": [12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 34, 47, 48], "x2": [12, 20, 22], "y2": [12, 20, 22], "box": [12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 45, 51], "f": [12, 17, 22, 39, 43, 67, 86], "2f": 12, "point": [13, 17, 39, 52, 59], "femal": [13, 20, 47, 73], "genit": 13, "male": [13, 20, 73], "anime_censor_detect": 13, "yolov8": [13, 14, 15, 16, 17, 18, 21], "model": [13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 26, 27, 28, 29, 30, 31, 33, 34, 38, 39, 40, 43, 45, 47, 51, 52, 54, 59, 62, 63, 64, 65, 66, 67, 70, 74, 75, 76, 77, 79, 82, 83, 86, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 106, 109], "v1": [13, 14, 15, 16, 17, 21, 47, 67, 82], "identifi": [13, 29, 37, 64], "locat": 13, "anatom": 13, "analyz": [13, 20, 40], "data": [13, 16, 18, 35, 37, 39, 51, 58, 66, 67, 74, 76, 94, 100, 106, 107, 108, 109], "either": [13, 14, 15, 16, 17, 33, 39, 59, 82, 86], "standard": [13, 15, 16, 17, 35, 59, 85], "n": [13, 14, 15, 16, 17, 18, 21, 37, 39, 47, 59, 67], "nano": [13, 15, 16, 17, 47], "faster": [13, 14, 15, 16, 17, 18, 47], "while": [13, 15, 16, 17, 24, 34, 46, 48, 62, 85], "slower": [13, 21], "construct": [13, 14, 16, 17, 47, 82], "intersect": [13, 14, 15, 16, 17, 18, 21, 22, 47], "over": [13, 14, 15, 16, 17, 18, 21, 22, 23, 47, 73], "merg": [13, 14, 15, 16, 17, 39], "integ": [13, 37, 43, 52, 59], "x0": [13, 14, 15, 16, 17, 18, 21, 24, 34, 47, 48], "y0": [13, 14, 15, 16, 17, 18, 21, 24, 34, 47, 48], "bound": [13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 51], "indic": [13, 39, 52, 55, 74, 79, 82], "nipple_f": [13, 47], "peni": [13, 47], "pussi": [13, 47, 67], "runtimeerror": [13, 29, 33], "detection_visu": [13, 14, 15, 16, 18, 19, 21], "nude_girl": [13, 47], "365": 13, "264": 13, "399": 13, "289": [13, 14], "7473511695861816": 13, "224": [13, 57, 58, 59], "260": 13, "252": 13, "285": 13, "6830288171768188": 13, "206": 13, "523": [13, 47, 48], "240": 13, "608": 13, "6799028515815735": 13, "matplotlib": [13, 14, 15, 16, 24, 51], "pyplot": [13, 14, 15, 16, 51], "plt": [13, 14, 15, 16, 51], "imshow": [13, 14, 15, 16, 51], "anime_eye_detect": 14, "allow": [14, 15, 17, 18, 21, 30, 34, 37, 55, 57, 59, 85], "trade": [14, 16], "off": [14, 16], "speed": [14, 15, 16, 17, 18, 21, 25, 83], "accuraci": [14, 15, 16, 17, 18, 21, 45, 89, 91, 94, 97, 100, 104], "higher": [14, 15, 16, 17, 18, 20, 23, 97], "consid": [14, 17, 22, 39, 45, 48, 50, 60, 73, 94, 100], "overlap": [14, 16, 17, 18, 22, 64, 65, 74, 75, 77, 79, 82, 83, 106], "coordin": [14, 15, 16, 17, 18, 24, 34, 48, 52, 62], "alwai": [14, 16, 17, 18, 45], "except": [14, 17, 37, 55, 59, 67], "predict": [14, 18, 21, 29, 30, 33, 34, 75, 82, 89, 91, 93, 94, 97, 98, 100, 102, 104], "yolo_predict": [14, 21, 32], "squat": [14, 16, 51], "297": 14, "239": [14, 45], "341": 14, "271": 14, "7760562896728516": 14, "230": 14, "263": 14, "308": 14, "7682342529296875": 14, "createml": 15, "huggingfac": [15, 17, 39, 45, 59, 62, 71, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104], "anime_face_detect": 15, "user": [15, 21, 29, 30, 33, 34, 37, 60, 69, 109], "balanc": [15, 17, 21, 67], "system": [15, 16, 25, 55, 59, 94, 100], "overhead": [15, 16, 25, 85], "avail": [15, 21, 24, 29, 30, 37, 39, 45, 48, 55, 59, 67, 80, 88, 89, 91, 94, 100, 104], "v0": [15, 21, 64, 65], "overrid": [15, 21], "auto": [15, 21, 51, 69, 88], "mostima_post": [15, 18], "29": [15, 18, 59], "441": [15, 18], "204": [15, 18], "584": [15, 18], "7874319553375244": [15, 18], "346": [15, 18], "59": [15, 18], "529": [15, 18], "275": [15, 18], "7510495185852051": [15, 18], "606": [15, 18], "51": [15, 18, 59], "895": [15, 18], "336": [15, 18], "6986488103866577": [15, 18], "upper": [16, 47], "bodi": [16, 21, 51, 52, 54, 67], "anime_halfbody_detect": 16, "pleas": [16, 23, 38, 39, 45, 64, 66, 68, 83, 90, 94, 97, 100, 107, 108], "primari": [16, 90, 93, 95, 99, 101, 103], "purpos": 16, "crop": [16, 50, 57, 58, 59, 67], "illustr": [16, 67, 91, 93], "therefor": [16, 39, 107, 108], "consist": [16, 39], "person": [16, 19, 22, 24, 34, 51, 99, 106], "peopl": [16, 80], "guarante": [16, 45], "you": [16, 18, 19, 21, 26, 45, 48, 64, 65, 82, 83, 85, 88, 89, 90, 91, 94, 97, 100, 104, 109], "inde": 16, "recommend": [16, 23, 39, 42, 43, 82, 83, 94, 100], "approach": 16, "detect_person": [16, 19, 24, 51], "individu": [16, 22, 37, 57, 66], "obtain": [16, 26, 38, 39], "local": [16, 60, 107, 108], "flexibl": [16, 57, 58], "lower": [16, 42, 43, 45, 47], "127": 16, "629": 16, "637": 16, "9040350914001465": 16, "anime_hand_detect": 17, "choos": [17, 21, 45], "35": [17, 59, 67, 74, 82], "configur": [17, 29, 39, 57, 58, 59, 106], "suit": 17, "case": [17, 23, 39, 42], "defin": [17, 21, 39, 67, 86], "being": 17, "label": [17, 18, 20, 22, 23, 24, 29, 30, 33, 34, 39, 40, 45, 76, 98, 102], "infer": [17, 20, 23, 30, 33, 34, 51, 64, 65, 88, 97], "anime_imag": 17, "bbox": 17, "conf": 17, "customiz": [18, 24], "integr": [18, 30, 74, 109], "repositori": [18, 29, 30, 33, 34, 39], "anime_head_detect": 18, "contribut": 18, "our": 18, "develop": [18, 83, 109], "yolo11": 18, "architectur": 18, "usag": [18, 29, 30, 66, 67, 68, 74, 85, 86, 105], "head_detect_v2": 18, "0_": 18, "equal": [18, 48], "deprec": [18, 23, 38], "remov": [18, 23, 29, 34, 38, 45, 62, 71, 73, 75, 76, 81, 82], "futur": [18, 23], "help": [18, 39, 50, 62], "For": [18, 19, 21, 22, 30, 39, 45, 52, 66, 82, 88], "instead": [18, 23, 76], "detect_head": [19, 24], "booru_yolo": [19, 106], "detect_with_booru_yolo": 19, "detect_censor": [19, 47, 94, 100], "ey": [19, 48, 52, 67, 73, 106], "detect_ey": 19, "detect_fac": 19, "halfbodi": [19, 90, 99, 106], "detect_halfbodi": 19, "hand": [19, 52, 54, 67, 73, 106], "detect_hand": 19, "nudenet": [19, 106], "detect_with_nudenet": 19, "calculate_i": 19, "bboxes_similar": 19, "detection_similar": 19, "detect_text": 19, "nuditi": 20, "run": [20, 25, 29, 30, 34, 83, 88, 105, 106], "nm": 20, "postprocess": 20, "onnx": [20, 29, 30, 33, 34, 75, 88, 98], "nudenet_onnx": 20, "notai": 20, "tech": 20, "detail": [20, 62, 66, 67, 88, 90], "respect": 20, "female_genitalia_cov": 20, "genitalia": 20, "face_femal": 20, "buttocks_expos": 20, "expos": 20, "female_breast_expos": 20, "female_genitalia_expos": 20, "male_breast_expos": 20, "anus_expos": 20, "anu": 20, "feet_expos": 20, "feet": [20, 52, 54], "belly_cov": 20, "feet_cov": 20, "armpits_cov": 20, "armpit": 20, "armpits_expos": 20, "face_mal": 20, "belly_expos": 20, "male_genitalia_expos": 20, "anus_cov": 20, "female_breast_cov": 20, "buttocks_cov": 20, "onnxruntim": [20, 87, 106], "topk": [20, 29], "100": [20, 25, 34, 42, 59, 85], "45": [20, 43, 59], "score_threshold": 20, "number": [20, 29, 30, 33, 37, 39, 45, 52, 60, 62, 86, 89], "keep": [20, 79], "entir": 21, "anidet3": 21, "roboflow": 21, "m": 21, "x": [21, 39, 48, 52, 67, 85, 86, 102], "fastest": [21, 25], "most": [21, 29, 30, 33, 34], "confidence_scor": [21, 24], "genshin_post": [21, 46, 47, 48], "371": 21, "232": 21, "564": 21, "690": 21, "7533698678016663": 21, "135": [21, 52], "451": 21, "716": [21, 45], "6788613796234131": 21, "614": 21, "393": 21, "830": 21, "686": 21, "5612757205963135": 21, "1275": 21, "654": 21, "4047100841999054": 21, "calcul": [22, 30, 39, 42, 43], "comput": [22, 27, 30, 33, 41, 59, 85, 86, 98], "work": [22, 29, 30, 33, 36, 42, 69, 98], "aggreg": 22, "involv": 22, "segment": [22, 60, 106], "evalu": [22, 38], "algorithm": [22, 39, 42], "box1": 22, "box2": 22, "bboxtyp": 22, "measur": [22, 38, 39, 42], "divid": [22, 52], "4f": 22, "1429": 22, "bboxes1": 22, "bboxes2": 22, "liter": [22, 39, 48, 52, 64, 65, 80], "max": [22, 23], "raw": [22, 29, 30, 33, 37], "depend": [22, 67, 68, 105], "unknown": [22, 80], "hungarian": 22, "find": [22, 48], "optim": [22, 30, 39], "assign": [22, 23, 29, 39], "among": [22, 39], "averag": 22, "detect1": 22, "detect2": 22, "bboxwithscoreandlabel": 22, "group": [22, 29, 43, 76], "correspond": [22, 39, 45, 50, 59, 82, 98, 102], "combin": [22, 37, 45], "against": [22, 83], "ground": [22, 94, 100], "truth": [22, 94, 100], "car": 22, "85": [22, 74, 82], "75": 22, "text_detect": 23, "been": [23, 98], "migrat": 23, "ocr": [23, 106], "detect_text_with_ocr": [23, 106], "soon": 23, "paddleocr": [23, 45], "dbnetpp_resnet50_fpnc_1200e_icdar2015": 23, "05": [23, 59, 74, 75, 89, 90, 91, 93, 98, 99, 100, 101, 103, 104], "max_area_s": 23, "640": 23, "region": [23, 47, 50, 94, 100], "dbnet": 23, "do": [23, 50, 91], "640x640": 23, "ani": [23, 30, 33, 37, 39, 47, 57, 59, 62, 67, 72, 86, 88], "sinc": [23, 38], "appear": [24, 27], "font": 24, "pad": [24, 71], "see": [24, 67, 88], "text_pad": 24, "fontsiz": 24, "max_short_edge_s": 24, "fp": 24, "no_label": 24, "normal": [24, 30, 40, 57, 58, 59, 82], "predefin": [24, 73], "extract": [24, 25, 27, 28, 37, 39, 43, 45, 50, 59, 66, 67, 68, 69, 75, 82], "around": [24, 29, 34, 37, 54], "shortest": 24, "edg": [24, 54, 106], "maintain": [24, 34, 46, 52, 85, 109], "font_manag": 24, "fontproperti": 24, "properti": [24, 48, 52, 67, 69], "cv2": 25, "have": [25, 27, 39, 80, 81, 94, 100, 105], "lowest": 25, "resourc": [25, 106], "low_threshold": 25, "high_threshold": 25, "200": [25, 34, 59], "assum": [25, 27, 28, 71], "its": [25, 27, 28, 29, 39, 45, 46, 59, 68, 71, 74, 76, 88, 90, 91, 93, 94, 95, 98, 99, 100, 101, 103, 104], "low": [25, 33, 38, 40, 67, 79, 82, 83], "high": [25, 33, 34, 61, 67, 83, 97, 98], "outlin": 26, "comparison": [26, 74], "canni": [26, 106], "get_edge_by_canni": 26, "edge_image_with_canni": 26, "lineart": [26, 28, 106], "get_edge_by_lineart": 26, "edge_image_with_lineart": 26, "lineart_anim": [26, 106], "get_edge_by_lineart_anim": 26, "edge_image_with_lineart_anim": 26, "best": [27, 40, 48, 67], "effect": [27, 38, 47, 105], "closest": 27, "consum": 27, "amount": 27, "memori": [27, 29, 30, 34, 107, 108], "power": 27, "runtim": [27, 30, 88, 97], "coars": 27, "detect_resolut": [27, 28], "512": [27, 28, 54, 67, 83], "deeper": 27, "richer": 27, "probabl": [27, 30, 98], "extra": [27, 67], "increas": [27, 39], "resolut": [27, 28, 60, 83], "neural": [27, 28, 71, 86], "network": [27, 28, 71, 86], "classif": [29, 33, 86, 90, 91, 93, 94, 95, 96, 99, 100, 101, 103, 104], "those": [29, 97], "store": [29, 30, 34, 35, 67, 68], "well": [29, 42], "manag": [29, 30, 33, 34, 88, 106], "interact": [29, 30, 33, 34], "also": [29, 57, 82, 109], "token": [29, 30, 33, 34], "authent": [29, 30, 33, 34], "access": [29, 30, 33, 52, 67, 85], "privat": [29, 30, 31, 33, 43], "repo_id": [29, 30, 33, 34], "fn_preprocess": 29, "callabl": [29, 59], "hf_token": [29, 30, 33, 34], "comprehens": [29, 30], "imagepreprocessfunc": 29, "variabl": [29, 48, 88], "_model_nam": 29, "cach": [29, 30, 33, 34, 60, 87, 106], "_model": 29, "dictionari": [29, 35, 40, 57, 59, 67, 68, 69, 72, 73, 75, 90, 93, 95, 99, 101, 103], "_label": 29, "_hf_token": 29, "org": 29, "repo": [29, 59], "__init__": [29, 30, 31, 33, 34, 37, 48, 52, 60, 69, 73], "instanc": [29, 30, 34, 39, 47, 52, 59, 60, 73], "clear": [29, 30, 33, 34, 39, 68, 90, 94, 100], "free": [29, 30, 34], "up": [29, 30, 34, 73], "launch_demo": [29, 30, 33, 34], "default_model_nam": [29, 30, 33, 34], "server_nam": [29, 30, 33, 34], "server_port": [29, 30, 33, 34], "launch": [29, 30, 33, 34], "gradio": [29, 30, 33, 34], "demo": [29, 30, 33, 34, 79], "interfac": [29, 30, 33, 34, 85], "ui": [29, 33, 34], "make_ui": [29, 30, 33, 34], "server": [29, 30, 33, 34], "select": [29, 30, 33, 34, 39, 47, 60], "dropdown": [29, 30], "port": [29, 30, 33, 34], "importerror": [29, 34], "instal": [29, 33, 34, 62, 68, 106], "properli": [29, 33, 67], "usernam": [29, 34], "repo_nam": [29, 34], "model_v1": 29, "7860": [29, 30, 34], "submit": 29, "recent": [29, 30, 33, 34], "label_group": 29, "highest": [29, 98], "through": [29, 30, 59, 109], "error": [29, 37, 59, 82], "predict_fmt": 29, "fmt": [29, 30, 33, 40, 75, 82], "top5": 29, "logit": [29, 30, 33], "embed": [29, 30, 33, 37, 82], "dict": [29, 30, 37, 40, 51, 57, 58, 59, 67, 68, 69, 75, 82, 85, 90, 91, 93, 94, 95, 99, 100, 101, 103, 104], "top": [29, 48, 97], "k": 29, "e": [29, 30, 39, 61, 64, 65, 80, 83, 86], "g": [29, 30, 39, 61, 64, 65, 80, 82, 83], "top10": 29, "predict_scor": 29, "ia": 29, "conveni": [29, 52, 67, 109], "wrapper": [29, 34, 37], "id": [29, 30, 33, 34], "multimod": 30, "hub": 30, "discoveri": 30, "variant": [30, 33], "pipelin": [30, 57, 59], "pattern": [30, 39, 73], "direct": 30, "api": [30, 33], "control": [30, 67], "via": 30, "web": [30, 33], "deploy": [30, 98], "reus": 30, "lru": 30, "thread": [30, 33, 85, 105], "safe": [30, 33, 68, 74, 75, 85, 96, 98, 100, 105, 106], "demand": 30, "switch": 30, "image_encod": [30, 33], "upload": [30, 34], "enter": 30, "link": 30, "address": 30, "bind": 30, "organ": 30, "precomput": [30, 81], "cosin": 30, "scale": [30, 33, 47, 48, 52, 67, 71, 82, 107, 108], "complex": 30, "image_embed": 30, "text_embed": 30, "etc": [30, 59], "thei": [30, 39, 55, 59], "l2": [30, 82], "text_encod": [30, 33], "accept": 30, "_process_rgb": 31, "_process_alpha_channel_with_model": 31, "_process_rgba": 31, "attribut": 31, "classifi": [32, 90, 95, 96, 97, 99, 101, 103, 104, 106], "classifymodel": 32, "classify_predict_scor": 32, "classify_predict": 32, "classify_predict_fmt": 32, "imageenhanc": 32, "clip": [32, 59, 67, 106], "clipmodel": 32, "clip_image_encod": 32, "clip_text_encod": 32, "clip_predict": 32, "siglip": [32, 59, 106], "siglipmodel": 32, "siglip_image_encod": 32, "siglip_text_encod": 32, "siglip_predict": 32, "yolomodel": 32, "sigmoid": [33, 87], "loss": 33, "creation": [33, 57, 58, 69], "preprocessor": [33, 67], "reset": 33, "about": [33, 35], "hostnam": 33, "gr": [33, 34], "One": [33, 43], "detect": [34, 42, 45, 47, 51, 52, 53, 54, 72, 73, 88, 89, 94, 100, 106], "post": [34, 45], "helper": 34, "easi": 34, "metadata": [34, 40, 66, 68, 69, 106], "cleanup": 34, "associ": [34, 69], "default_conf_threshold": 34, "default_iou_threshold": 34, "environmenterror": [34, 62, 68], "environ": [34, 83, 85, 88, 106], "offlin": 34, "yolov5": 34, "allow_dynam": 34, "dynam": [34, 57], "300": [34, 59], "400": 34, "simpl": 34, "explicitli": 34, "read": [35, 36, 37, 66, 67, 68], "write": [35, 36, 37, 66, 68], "exif": [35, 36, 67], "gif": [35, 36, 67], "comment": 35, "These": [35, 38, 60], "retriev": [35, 39], "context": [35, 36], "ai": [35, 36, 69, 89], "found": [35, 48, 67, 90], "attempt": [35, 48, 59, 67, 69, 88], "commonli": [35, 59, 76, 86], "where": [35, 39, 67, 68, 82, 85], "look": [35, 45, 67, 90], "usercom": 35, "field": [35, 69], "dst_filenam": 35, "destin": [35, 67, 68, 69], "filenam": [35, 60], "pnginfo": [35, 37, 67, 69], "wai": [35, 67, 68], "geninfo": [36, 106], "lsb": [36, 69, 106], "signific": [36, 37, 39, 64, 69], "bit": [36, 37, 59, 69], "read_geninfo_paramet": 36, "read_geninfo_exif": 36, "read_geninfo_gif": 36, "write_geninfo_paramet": 36, "write_geninfo_exif": 36, "write_geninfo_gif": 36, "read_lsb_raw_byt": 36, "read_lsb_metadata": 36, "write_lsb_raw_byt": 36, "write_lsb_metadata": 36, "lsbreaderror": 36, "lsbextractor": 36, "imagelsbdataextractor": 36, "serialize_pnginfo": 36, "serialize_json": 36, "inject_data": 36, "steganographi": 37, "serial": 37, "json": 37, "compat": [37, 76], "inject": 37, "emb": [37, 82], "seamlessli": 37, "hidden": 37, "decompress": 37, "them": [37, 47, 57, 64, 68, 82], "gzip": 37, "written": 37, "appropri": [37, 45, 59, 67], "serializ": [37, 57], "err": 37, "caus": [37, 105], "multi": [37, 85], "get_next_n_byt": 37, "next": [37, 55], "get_one_byt": 37, "form": [37, 76], "read_32bit_integ": 37, "32": [37, 59], "interpret": [37, 52], "big": 37, "endian": 37, "enough": 37, "magic": 37, "stealth_pngcomp": 37, "extract_data": 37, "length": [37, 39, 46], "compress": 37, "along": [37, 39, 71], "robust": [37, 39], "skytnt": [38, 60, 71], "poor": 38, "anime_dbaesthet": [38, 41], "better": [38, 42, 62, 82, 83, 89, 91, 94, 97, 100, 104], "2053756": 38, "09986039996147156": 38, "1663584": 38, "24299287796020508": 38, "4886411": 38, "38091593980789185": 38, "2066024": 38, "5131649971008301": 38, "3670169": 38, "6011670827865601": 38, "5930006": 38, "7067991495132446": 38, "3821265": 38, "8237218260765076": 38, "5512471": 38, "9187621474266052": 38, "limit": [39, 74], "smaller": 39, "7eu7d7": [39, 79, 83, 109], "ccip_onnx": 39, "cluster": [39, 43], "refer": [39, 42, 66, 97], "relev": 39, "aforement": 39, "manual": [39, 48], "384": [39, 43, 57, 58, 59], "caform": 39, "randaug": 39, "prune": 39, "vector": 39, "pruned_fp32": 39, "5_fp32": 39, "feat": 39, "768": [39, 45, 67], "17847511429108218": 39, "1951224011983088": 39, "18397327797685215": 39, "y": [39, 48, 85], "16583099961280823": 39, "42947039008140564": 39, "4037521779537201": 39, "4371533691883087": 39, "40748104453086853": 39, "392294704914093": 39, "whether": [39, 45, 47, 59, 69, 72, 75, 82, 83], "belong": 39, "pairwis": 39, "matrix": 39, "5350548e": 39, "08": [39, 59, 99, 100], "6583106e": 39, "01": 39, "2947042e": 39, "0375218e": 39, "8025822e": 39, "3715334e": 39, "0748104e": 39, "2675274e": 39, "9229470e": 39, "j": 39, "th": 39, "dbscan": 39, "dbscan_2": 39, "dbscan_fre": 39, "optic": [39, 45], "optics_best": 39, "epsilon": 39, "ep": 39, "min_sampl": 39, "ccipclustermethodtyp": 39, "12921094122454668": 39, "1291187648928262": 39, "1836453739562513": 39, "distanc": 39, "_featureorimag": 39, "sampl": [39, 43, 67, 89, 90, 91, 93, 94, 95, 99, 100, 101, 103, 104], "neighborhood": [39, 62], "core": [39, 107, 108], "few": 39, "too": 39, "sensit": [39, 47, 82, 94, 100], "tune": 39, "guidelin": 39, "deal": [39, 66], "solut": [39, 48], "small": [39, 47], "advis": [39, 74], "significantli": 39, "separ": 39, "slightli": 39, "exhibit": 39, "regular": [39, 62], "outfit": 39, "awar": 39, "highli": 39, "so": [39, 42, 79, 83], "care": 39, "diff": 39, "07437477": 39, "0356068": 39, "04396922": 39, "05131693": 39, "assess": 40, "aesthet": [40, 41, 106], "danbooru": [40, 74, 77, 79, 94, 97], "hakubooru": 40, "kohakublueleaf": 40, "swinv2pv3_v0_448_ls0": 40, "2_x": 40, "percentil": 40, "_default_model_nam": 40, "masterpiec": [40, 67], "9831666690063624": 40, "8810615667538594": 40, "great": 40, "8225559148288356": 40, "good": [40, 45], "591020403706702": 40, "2888798940585766": 40, "243279223969715": 40, "worst": [40, 67], "005268185993767627": 40, "275707557797432": 40, "7977807857096195": 40, "56098810210824": 40, "670568235218525": 40, "1677918508648872": 40, "9305131509900093": 40, "6085879728198051": 40, "6834832429885864": 40, "16141420602798462": 40, "05435194447636604": 40, "025083942338824272": 40, "024000568315386772": 40, "027076328173279762": 40, "024589713662862778": 40, "3757021427154541": 40, "3451208472251892": 40, "1511985808610916": 40, "04740551486611366": 40, "02172713913023472": 40, "027498546987771988": 40, "03134724497795105": 40, "39281174540519714": 40, "22457796335220337": 40, "15563568472862244": 40, "10796019434928894": 40, "047730278223752975": 40, "0393439345061779": 40, "031940147280693054": 40, "13832266628742218": 40, "20687267184257507": 40, "2509062886238098": 40, "1644320785999298": 40, "11332042515277863": 40, "08270663768053055": 40, "043439216911792755": 40, "033693961799144745": 40, "03375888615846634": 40, "050045162439346313": 40, "16734018921852112": 40, "4311050772666931": 40, "23242227733135223": 40, "05163438618183136": 40, "012833272106945515": 40, "01619996316730976": 40, "03074900433421135": 40, "1396280825138092": 40, "5038207173347473": 40, "22299200296401978": 40, "07377689331769943": 40, "02854202501475811": 40, "026677291840314865": 40, "02838410809636116": 40, "026617199182510376": 40, "02508518099784851": 40, "06039097160100937": 40, "8043031692504883": 40, "get_aesthetic_scor": 41, "ccip": [41, 106], "ccip_extract_featur": 41, "ccip_batch_extract_featur": 41, "ccip_default_threshold": 41, "ccip_differ": 41, "ccip_sam": 41, "ccip_batch_differ": 41, "ccip_batch_sam": 41, "ccip_default_clustering_param": 41, "ccip_clust": 41, "ccip_merg": 41, "dbaesthet": [41, 106], "laplacian": [41, 106], "laplacian_scor": 41, "lpip": [41, 106], "lpips_extract_featur": 41, "lpips_differ": 41, "lpips_clust": 41, "psnr_": [41, 106], "psnr": [41, 65], "blur": [42, 47], "than": [42, 43, 47, 85, 89, 97], "seem": 42, "just": [42, 62, 91, 94, 97, 100, 104], "we": [42, 64, 83], "explor": 42, "bluri": 42, "hutao": [42, 71, 74, 75, 79, 82], "156": 42, "68285005210006": 42, "text_blur": 42, "2276": 42, "66629157129": 42, "real2": 42, "908745781486806": 42, "mmd": 42, "1072": 42, "8372572065527": 42, "richzhang": 43, "perceptualsimilar": 43, "chafen_arknight": 43, "rand": 43, "reach": 43, "995": 43, "cnn": 43, "f1": 43, "f2": 43, "f3": 43, "f4": 43, "f5": 43, "64": [43, 59, 62, 67, 83, 107, 108], "99": 43, "192": 43, "49": [43, 59], "256": [43, 57, 58, 64, 67], "img1": [43, 44, 82], "img2": [43, 44, 82], "anoth": 43, "16922694444656372": 43, "22250649333000183": 43, "6897575259208679": 43, "10956494510173798": 43, "6823137998580933": 43, "6837796568870544": 43, "nois": [43, 50, 62, 64], "inf": 44, "gaussian_20": 44, "dat": 44, "058228614646987": 44, "gaussian_3": 44, "27": [44, 59], "65611098737784": 44, "lq": 44, "29589659377844": 44, "recogn": [45, 59], "export": [45, 88], "recognit": 45, "ch_pp": 45, "ocrv4_det": 45, "heat_threshold": 45, "box_threshold": 45, "max_candid": 45, "1000": 45, "unclip_ratio": 45, "heat": 45, "candid": 45, "unclip": 45, "comic": [45, 91], "742": 45, "485": [45, 57, 58], "809": 45, "511": 45, "9543377610144915": 45, "682": 45, "98": 45, "734": 45, "124": 45, "9309689495575223": 45, "136": 45, "836": 45, "164": 45, "9042856988923695": 45, "144": 45, "455": 45, "196": 45, "874083638387722": 45, "719": 45, "835": 45, "488": 45, "8628696346175078": 45, "478": 45, "214": 45, "508": 45, "848871771901487": 45, "1030": 45, "557": 45, "1184": 45, "578": 45, "8352495440618789": 45, "427": 45, "129": 45, "553": 45, "154": 45, "8249209443996619": 45, "detect_model": 45, "recognize_model": 45, "ocrv4_rec": 45, "rotation_threshold": 45, "is_remove_dupl": 45, "rotat": [45, 48], "duplic": [45, 67], "mob": 45, "9356705927336156": 45, "shishou": 45, "8933000384412466": 45, "BUT": 45, "8730931912907247": 45, "oh": 45, "8417627579351514": 45, "mirror": 45, "7366019454049503": 45, "el": 45, "gato": 45, "iberico": 45, "7271127306351021": 45, "THAt": 45, "701928390168364": 45, "6965972578194936": 45, "chines": 45, "english": 45, "cannot": [45, 55, 57, 59, 69], "languag": 45, "func": [45, 87, 106], "japanes": [45, 67], "post_text": 45, "319": 45, "847": 45, "561": 45, "899": 45, "kancol": 45, "9130667787597329": 45, "552": 45, "811": 45, "791": 45, "921": 45, "1944": 45, "8566762346615406": 45, "820": 45, "558": 45, "850": 45, "fleet": 45, "collect": [45, 66], "8100635458911772": 45, "235": 45, "904": 45, "855": 45, "1009": 45, "\u6d77": 45, "6716076803280185": 45, "858": 45, "808": 45, "tsu": 45, "ka": 45, "NO": 45, "u": [45, 109], "mi": 45, "de": 45, "654507230718228": 45, "209": 45, "507": 45, "2888084133529467": 45, "japan_pp": 45, "ocrv3_rec": 45, "9230690942939336": 45, "8564870717047623": 45, "\u3044\u3064\u304b\u3042\u306e\u6d77\u3067": 45, "8061289060358996": 45, "8045396777081609": 45, "7311649382696896": 45, "\u8266\u3068\u308c\u308c": 45, "6648729016512889": 45, "ocrv2_det": 45, "ocrv3_det": 45, "ocrv4_server_det": 45, "ch_ppocr_mobile_slim_v2": 45, "0_det": 45, "ch_ppocr_mobile_v2": 45, "ch_ppocr_server_v2": 45, "en_pp": 45, "arabic_pp": 45, "ocrv2_rec": 45, "ocrv4_server_rec": 45, "0_rec": 45, "chinese_cht_pp": 45, "cyrillic_pp": 45, "devanagari_pp": 45, "en_number_mobile_v2": 45, "ka_pp": 45, "korean_pp": 45, "latin_pp": 45, "ta_pp": 45, "te_pp": 45, "dimens": [46, 59], "max_siz": [46, 57, 58, 59], "longer": 46, "after": [46, 59, 74, 79, 82], "1280": 46, "720": 46, "new_img": 46, "600": 46, "337": 46, "obscur": 47, "regist": [47, 48, 57, 58, 59], "rectangular": 47, "967": [47, 48], "143": [47, 48], "1084": [47, 48], "261": [47, 48], "246": [47, 48], "208": [47, 48], "331": [47, 48], "287": [47, 48], "662": [47, 48], "466": [47, 48], "705": [47, 48], "514": [47, 48], "479": [47, 48], "283": [47, 48], "326": [47, 48], "color_black": 47, "radiu": 47, "emoji": [47, 48], "penis": 47, "vagina": 47, "serv": [47, 59, 74], "foundat": 47, "inherit": [47, 59], "within": [47, 67, 74, 82], "fill": 47, "color_default": 47, "green": 47, "color_green": 47, "ffff00": 47, "color_ffff00": 47, "blur_4": 47, "blur_8": 47, "blur_12": 47, "pixelate_4": 47, "pixelate_8": 47, "pixelate_12": 47, "cl": 47, "arg": 47, "subclass": 47, "keyerror": 47, "alreadi": 47, "exist": [47, 68, 88, 91], "angl": 48, "end": [48, 67], "censor_area": [48, 49], "ratio_threshold": 48, "minimum": [48, 54, 60, 62], "total": [48, 107, 108], "star": [48, 79], "register_censor_method": [48, 49], "smiling_face_with_heart": 48, "twitter": 48, "appl": 48, "googl": 48, "microsoft": 48, "samsung": 48, "whatsapp": 48, "facebook": 48, "messeng": 48, "joypixel": 48, "openmoji": 48, "emojidex": 48, "mozilla": 48, "express": 48, "code": [48, 64, 79, 82], "_emojistyletyp": 48, "emoji_default": 48, "cat_fac": 48, "emoji_green": 48, "grinning_face_with_sweat": 48, "emoji_liuhanhuangd": 48, "minim": 48, "abl": [48, 55], "prefix": [48, 73, 78], "sum": 48, "cx": 48, "mass": 48, "occlus": 48, "cy": 48, "find_for_area": 48, "rectangl": 48, "corner": 48, "factor": [48, 59], "align": [49, 106], "align_maxs": 49, "censor_": [49, 106], "censor_nsfw": 49, "basecensor": 49, "colorcensor": 49, "blurcensor": 49, "pixelatecensor": 49, "imgcensor": [49, 106], "imagebasedcensor": 49, "emojibasedcensor": 49, "singleimag": 49, "squeez": [49, 106], "squeeze_with_transpar": 49, "fit": 50, "tightli": 50, "interest": 50, "jerry_with_spac": 50, "median_filt": 50, "median": 50, "kernel": 50, "larger": [50, 54, 84], "disabl": 50, "keypoint": [51, 52, 53, 54], "idea": 51, "research": 51, "auto_detect": 51, "out_bbox": 51, "person_detect_cfg": 51, "op18keypointset": [51, 53, 54], "rtmpose": 51, "config": [51, 58, 106, 109], "foot": [51, 52], "hand1": 51, "hand2": 51, "op18_visu": [51, 53], "0x7f5ca933f3d0": 51, "axesimag": 51, "0x7f5c98069790": 51, "all_": 52, "openpos": [52, 67], "op18": [52, 54], "__mul__": 52, "multipli": 52, "scalar": 52, "__truediv__": 52, "divisor": 52, "left_foot": 52, "left_hand": 52, "right_foot": 52, "right_hand": 52, "enum": 52, "enumer": 52, "symbol": [52, 79, 82], "make": [52, 57, 76, 86, 94, 98, 100], "readabl": [52, 82], "categor": 52, "nose": 52, "neck": 52, "elbow": 52, "wrist": 52, "ankl": 52, "ear": [52, 73, 80], "member": 52, "right_should": 52, "right_elbow": 52, "right_wrist": 52, "left_should": 52, "left_elbow": 52, "left_wrist": 52, "right_hip": 52, "right_kne": 52, "right_ankl": 52, "left_hip": 52, "left_kne": 52, "left_ankl": 52, "right_ey": 52, "left_ey": 52, "right_ear": 52, "left_ear": 52, "left_big_to": 52, "left_small_to": 52, "left_heel": 52, "right_big_to": 52, "right_small_to": 52, "right_heel": 52, "__int__": 52, "truncat": [52, 96, 106], "zero": 52, "must": [52, 73, 105], "preced": 52, "surround": 52, "whitespac": [52, 76], "36": [52, 59], "0b100": 52, "91": [52, 59], "112": 52, "92": [52, 59, 80], "113": [52, 59], "dwpose": [53, 106], "dwpose_estim": 53, "openpose18": 53, "op18_body_max": 53, "op18_body_min": 53, "op18_face_max": 53, "op18_face_min": 53, "op18_left_foot_max": 53, "op18_left_foot_min": 53, "op18_left_hand_max": 53, "op18_left_hand_min": 53, "op18_right_foot_max": 53, "op18_right_foot_min": 53, "op18_right_hand_max": 53, "op18_right_hand_min": 53, "keypoints_list": 54, "min_edge_s": 54, "draw_bodi": 54, "draw_hand": 54, "draw_feet": 54, "draw_fac": 54, "drawn": 54, "shorter": 54, "connect": 54, "ellips": 54, "facial": [54, 73, 90], "pars": [55, 57, 58, 66, 67, 106], "parser": [55, 57, 58, 67], "try": 55, "notparsetarget": 56, "register_pillow_transform": 56, "register_pillow_pars": 56, "create_pillow_transform": 56, "parse_pillow_transform": 56, "register_torchvision_transform": 56, "register_torchvision_pars": 56, "create_torchvision_transform": 56, "parse_torchvision_transform": 56, "register_creators_for_transform": 56, "notprocessortypeerror": 56, "create_transforms_from_transform": 56, "is_valid_size_dict": 56, "convert_to_size_dict": 56, "get_size_dict": 56, "create_clip_transform": 56, "create_transforms_from_clip_processor": 56, "create_convnext_transform": 56, "create_transforms_from_convnext_processor": 56, "create_vit_transform": 56, "create_transforms_from_vit_processor": 56, "create_siglip_transform": 56, "create_transforms_from_siglip_processor": 56, "create_bit_transform": 56, "create_transforms_from_bit_processor": 56, "create_blip_transform": 56, "create_transforms_from_blip_processor": 56, "create_mobilenetv2_transform": 56, "create_transforms_from_mobilenetv2_processor": 56, "tensor": [57, 58, 59, 68], "composit": [57, 59], "machin": [57, 86], "learn": [57, 86], "compos": [57, 58, 59], "sequenc": [57, 59, 73], "pillowcompos": [57, 59], "sequenti": 57, "decor": [57, 58, 59, 85], "facilit": 57, "creator": [57, 59], "tvalu": [57, 58], "describ": 57, "interpol": [57, 58, 59], "bicub": [57, 58, 59], "pillowres": [57, 59], "antialia": [57, 58, 59], "bilinear": [57, 58], "center_crop": [57, 58], "pillowcentercrop": [57, 59], "pillowtotensor": [57, 59], "maybe_to_tensor": [57, 58], "pillowmaybetotensor": 57, "std": [57, 58, 59], "pillownorm": [57, 59], "456": [57, 58], "406": [57, 58], "229": [57, 58], "225": [57, 58], "48500001430511475": 57, "4560000002384186": 57, "4059999883174896": 57, "2290000021457672": 57, "2240000069141388": 57, "22499999403953552": 57, "framework": 58, "extend": 58, "centercrop": 58, "totensor": 58, "maybetotensor": 58, "4850": 58, "4560": 58, "4060": 58, "2290": 58, "2240": 58, "2250": 58, "timm": 58, "interpolationmod": 58, "processor": [59, 107, 108], "vitimageprocessor": 59, "5906": 59, "33": 59, "donutimageprocessor": 59, "1901": 59, "70": [59, 83], "detrimageprocessor": 59, "1575": 59, "86": [59, 73], "clipimageprocessor": 59, "1374": 59, "73": 59, "videomaeimageprocessor": 59, "1093": 59, "convnextimageprocessor": 59, "648": 59, "65": 59, "segformerimageprocessor": 59, "533": 59, "00": 59, "beitimageprocessor": 59, "468": 59, "63": 59, "siglipimageprocessor": 59, "440": 59, "48": 59, "layoutlmv3imageprocessor": 59, "403": 59, "layoutlmv2imageprocessor": 59, "332": 59, "87": 59, "mllamaimageprocessor": 59, "qwen2vlimageprocessor": 59, "314": 59, "77": 59, "blipimageprocessor": 59, "276": 59, "55": 59, "idefics2imageprocessor": 59, "226": 59, "llavanextimageprocessor": 59, "215": 59, "bitimageprocessor": 59, "210": 59, "pix2structimageprocessor": 59, "conditionaldetrimageprocessor": 59, "53": 59, "samimageprocessor": 59, "52": 59, "deitimageprocessor": 59, "mask2formerimageprocessor": 59, "89": 59, "50": 59, "vivitimageprocessor": 59, "88": 59, "yolosimageprocessor": 59, "84": 59, "47": 59, "viltimageprocessor": 59, "41": 59, "detaimageprocessor": 59, "68": 59, "38": 59, "pixtralimageprocessor": 59, "mobilenetv2imageprocessor": 59, "mobilevitimageprocessor": 59, "61": 59, "34": [59, 107, 108], "dptimageprocessor": 59, "maskformerimageprocessor": 59, "28": 59, "nougatimageprocessor": 59, "ideficsimageprocessor": 59, "rtdetrimageprocessor": 59, "efficientnetimageprocessor": 59, "40": [59, 67], "deformabledetrimageprocessor": 59, "idefics3imageprocessor": 59, "fuyuimageprocessor": 59, "videollavaimageprocessor": 59, "pvtimageprocessor": 59, "09": 59, "oneformerimageprocessor": 59, "mobilenetv1imageprocessor": 59, "07": [59, 98, 99, 100, 103], "owlv2imageprocessor": 59, "chineseclipimageprocessor": 59, "efficientformerimageprocessor": 59, "llavaonevisionimageprocessor": 59, "swin2srimageprocessor": 59, "vithybridimageprocessor": 59, "owlvitimageprocessor": 59, "04": 59, "groundingdinoimageprocessor": 59, "03": 59, "perceiverimageprocessor": 59, "chameleonimageprocessor": 59, "levitimageprocessor": 59, "vitmatteimageprocessor": 59, "extens": [59, 74], "tri": 59, "def": [59, 85], "hasattr": 59, "feature_extractor": 59, "encount": 59, "becaus": 59, "until": 59, "successfulli": 59, "imageprocessor": 59, "autoimageprocessor": 59, "from_pretrain": 59, "openai": 59, "vit": 59, "patch32": 59, "pillowconvertrgb": 59, "48145467": 59, "4578275": 59, "40821072": 59, "26862955": 59, "2613026": 59, "2757771": 59, "size_dict": 59, "shortest_edg": 59, "invalid_kei": 59, "default_to_squar": 59, "height_width_ord": 59, "constraint": 59, "els": [59, 67, 107, 108], "incompat": 59, "longest_edg": 59, "param_nam": 59, "entri": 59, "conform": 59, "messag": [59, 83], "do_res": 59, "do_center_crop": 59, "crop_siz": 59, "do_rescal": 59, "rescale_factor": 59, "00392156862745098": 59, "do_norm": 59, "image_mean": 59, "image_std": 59, "do_convert_rgb": 59, "rescal": 59, "deviat": 59, "clipprocessor": 59, "crop_pct": 59, "tailor": 59, "convnext": 59, "percentag": 59, "prepar": 59, "replic": 59, "build": [59, 74, 82], "blip": 59, "255": 59, "openai_clip_mean": 59, "openai_clip_std": 59, "accord": 59, "behavior": 59, "mobilenetv2": 59, "per": 59, "equival": 59, "bg": 60, "strict_level": 60, "min_select": 60, "min_width": 60, "min_height": 60, "min_resolut": 60, "strict": [60, 94, 100], "get_imag": 60, "get_image_fil": 60, "list_image_fil": 60, "random_imag": 60, "randomli": 60, "random_image_fil": 60, "8057": 60, "000000": 60, "000001": 60, "000002": 60, "000003": 60, "000004": 60, "home": 60, "dgh": [60, 68, 109], "2400x1600": 60, "0x7feb86ed5160": 60, "003258": 60, "400x400": 60, "0x7feb86a748b0": 60, "quickli": 61, "backgroundimageset": 61, "list_bg_image_fil": 61, "get_bg_image_fil": 61, "get_bg_imag": 61, "random_bg_image_fil": 61, "random_bg_imag": 61, "opencv": 62, "denois": [62, 67], "inspir": [62, 71, 75, 82, 102], "mf666": [62, 102], "mist": 62, "fucker": 62, "diameter_min": 62, "diameter_max": 62, "sigma_color_min": 62, "sigma_color_max": 62, "sigma_space_min": 62, "sigma_space_max": 62, "radius_min": 62, "radius_max": 62, "eps_min": 62, "eps_max": 62, "b_iter": 62, "g_iter": 62, "random": [62, 80], "bilater": 62, "guid": 62, "stage": 62, "preserv": 62, "diamet": 62, "sigma": 62, "space": [62, 71, 82], "window": [62, 67], "term": 62, "contrib": 62, "noisy_imag": 62, "cleaned_img": 62, "cleaned_imag": 62, "blurri": [63, 67], "noisi": 63, "nafnet": [63, 106], "scunet": [63, 64, 106], "adversari": [63, 106], "remove_adversarial_nois": 63, "restore_with_nafnet": 63, "restore_with_scunet": 63, "ve": 64, "gaussian": 64, "To": 64, "correctli": 64, "credibl": 64, "rgg": [64, 65], "red": [64, 73], "gopro": 64, "sidd": 64, "tile_s": [64, 65, 83], "tile_overlap": [64, 65, 83], "batch_siz": [64, 65, 83], "nafnetmodeltyp": 64, "tile": [64, 65, 83], "gan": 65, "128": 65, "scunetmodeltyp": 65, "automatic1111": 66, "stabl": [66, 67, 89, 109], "diffus": [66, 67, 89], "webui": [66, 67, 68], "novelai": 66, "sdwui": 66, "submodul": 66, "nai": [66, 106], "docstr": 66, "sdmetadata": 66, "parse_sdmeta_from_text": 66, "get_sdmeta_from_imag": 66, "save_image_with_sdmeta": 66, "read_metadata": 66, "save_with_metadata": 66, "naimetadata": 66, "get_naimeta_from_imag": 66, "add_naimeta_to_imag": 66, "save_image_with_naimeta": 66, "formatt": 67, "a1111": 67, "sd_metadata_simpl": 67, "sd_metadata_complex": 67, "prompt": 67, "neg_prompt": 67, "neg": 67, "__str__": 67, "sd1": 67, "extrem": 67, "delic": 67, "beauti": 67, "offici": 67, "global": [67, 105], "illumin": 67, "soft": 67, "shadow": 67, "super": 67, "light": 67, "novel": [67, 69], "4k": 67, "metal_textur": 67, "striped_background": 67, "rich": 67, "cg": 67, "uniti": 67, "8k": 67, "wallpap": 67, "unreal": 67, "sci": 67, "fi": 67, "fantasi": 67, "silver_skin": 67, "cut": [67, 73], "silver_impossible_bodysuit": 67, "gem_on_chest": 67, "cut_silver_mechanical_leotard": 67, "headgear": [67, 73], "1_girl": 67, "solo": [67, 72, 73, 74, 75, 79, 80, 81, 82], "slim_waist": 67, "hair": [67, 73], "long": 67, "lumin": 67, "medium_breast": [67, 81], "indistinct_camelto": 67, "flat_crotch": 67, "coquettish": 67, "squint": 67, "evil_smil": 67, "dark_persona": 67, "mouth": 67, "wet": 67, "slim_fac": 67, "tall_girl": 67, "matur": 67, "mature_fac": 67, "slim_figur": 67, "slim_leg": 67, "groin": 67, "bare_thigh": 67, "easyneg": 67, "sketch": 67, "ugli": 67, "huge": 67, "logo": 67, "monochrom": [67, 93, 96, 106], "bad": 67, "mutat": 67, "horror": 67, "geometri": 67, "bad_prompt": 67, "miss": 67, "finger": 67, "limb": 67, "anatomi": 67, "interlock": 67, "digit": 67, "arm": 67, "2girl": 67, "deform": 67, "artist": 67, "blush": [67, 74, 75, 79, 82], "lipstick": 67, "skindent": 67, "tie": 67, "big_breast": 67, "thighhigh": [67, 74], "pubic_hair": [67, 73], "3d": [67, 91], "realist": 67, "slip": [67, 76], "head_out_of_fram": 67, "curvi": 67, "sampler": 67, "ddim": 67, "cfg": 67, "seed": 67, "3827064803": 67, "512x848": 67, "hash": 67, "eb49192009": 67, "anidosmix": 67, "skip": 67, "new_imag": 67, "let": 67, "what": 67, "nslim_fac": 67, "848": 67, "_sdmeta_text": 67, "directli": 67, "starri": 67, "night": 67, "daylight": 67, "euler": 67, "sd2": 67, "1girl": [67, 72, 73, 74, 75, 76, 79, 80, 81, 82], "blue": 67, "footwear": 67, "shoe": 67, "bang": [67, 73, 74, 79, 82], "indoor": 67, "sleev": 67, "ahog": [67, 73, 74, 75, 79, 82], "dress": [67, 73], "pot": 67, "plant": 67, "bag": [67, 74, 75, 79, 82], "bun": [67, 73], "lora": 67, "bluearchive10": 67, "bluearchiv": 67, "neg1": 67, "dpm": 67, "2m": 67, "sde": 67, "karra": 67, "2647703743": 67, "768x768": 67, "72bd94132e": 67, "cutemix": 67, "strength": 67, "controlnet": 67, "control_v11p_sd15_openpos": 67, "cab727d4": 67, "weight": 67, "perfect": 67, "param": 67, "hire": 67, "upscal": [67, 106], "latent": 67, "ti": 67, "339cc9210f70": 67, "66a7279a88dd": 67, "info": 67, "underli": [67, 85], "sd_meta": 67, "scope": 67, "dst_file": [67, 69], "webp": 67, "systemerror": [67, 69], "input_imag": 67, "output_imag": 67, "a41": 68, "safetensor": 68, "torch": 68, "command": [68, 109], "pip": [68, 109], "_check_env": 68, "model_fil": 68, "key1": 68, "value1": 68, "key2": 68, "value2": 68, "src_model_fil": 68, "dst_model_fil": 68, "new_metadata": 68, "john": 68, "doe": [68, 72, 80, 94, 100], "input_model": 68, "output_model": 68, "softwar": 69, "generation_tim": 69, "dataclass": 69, "encapsul": 69, "taken": 69, "alia": 69, "success": [69, 109], "add_lsb_meta": 69, "save_metainfo": 69, "metainfo": 69, "prefer": 69, "isneti": [70, 106], "get_isnetis_mask": 70, "segment_with_isneti": 70, "segment_rgba_with_isneti": 70, "co": 71, "seg": 71, "1024": [71, 82], "app": 71, "l8": 71, "00ff00": 71, "mask_": 71, "image_": 71, "hutao_seg": 71, "skadi": [71, 74, 75, 79, 82], "skadi_seg": 71, "drop": [72, 73, 74, 79, 81, 82], "cosplai": 72, "no_eyewear": 72, "eyewear": [72, 73], "span": [72, 73], "matter": [72, 73], "red_hair": [72, 73, 80, 81], "use_preset": 72, "custom_blacklist": 72, "onlin": 72, "preset": 72, "ones": 72, "neither": [72, 73], "nor": [72, 73], "anal_hair": 73, "anal_tail": 73, "arm_behind_head": 73, "arm_hair": 73, "arm_under_breast": 73, "arms_behind_head": 73, "bird_on_head": 73, "blood_in_hair": 73, "breasts_on_glass": 73, "breasts_on_head": 73, "cat_on_head": 73, "closed_ey": 73, "clothed_female_nude_femal": 73, "clothed_female_nude_mal": 73, "clothed_male_nude_femal": 73, "clothes_between_breast": 73, "cream_on_fac": 73, "drying_hair": 73, "empty_ey": 73, "face_to_breast": 73, "food_on_fac": 73, "food_on_head": 73, "game_boi": 73, "grabbing_anoth": 73, "s_hair": 73, "grabbing_own_breast": 73, "gun_to_head": 73, "head_between_breast": 73, "heart_in_ey": 73, "multiple_boi": 73, "multiple_girl": 73, "object_on_breast": 73, "object_on_head": 73, "paint_splatter_on_fac": 73, "parted_lip": [73, 74, 75, 79, 82], "penis_on_fac": 73, "person_on_head": 73, "pokemon_on_head": 73, "rabbit_on_head": 73, "rice_on_fac": 73, "severed_head": 73, "star_in_ey": 73, "sticker_on_fac": 73, "tentacles_on_mal": 73, "tying_hair": 73, "built": [73, 85], "mutabl": 73, "constructor": 73, "empti": 73, "hold": [73, 74, 75, 79, 82], "futa": 73, "cum": 73, "rub": 73, "shade": 73, "plai": 73, "drill": 73, "skin": 73, "sidelock": 73, "twintail": [73, 74, 75, 79, 82], "braid": 73, "afro": 73, "bald": 73, "dreadlock": 73, "ponytail": 73, "updo": 73, "beard": 73, "mustach": 73, "pointi": 73, "horn": 73, "tail": 73, "ornament": 73, "hairband": 73, "pupil": 73, "bow": [73, 74, 75], "headwear": 73, "ribbon": [73, 75, 79], "crown": 73, "cap": 73, "hairclip": [73, 79], "mole": 73, "halo": 73, "fluff": 73, "flower": [73, 74, 75, 79, 82], "glass": [73, 76], "fang": 73, "boi": 73, "beret": 73, "heterochromia": 73, "headdress": 73, "eyepatch": 73, "headphon": 73, "eyebrow": 73, "eyelash": 73, "sunglass": 73, "intak": 73, "scrunchi": 73, "ear_pierc": 73, "headband": 73, "ring": 73, "under_mouth": 73, "freckl": 73, "lip": 73, "eyelin": 73, "eyeshadow": 73, "tassel": 73, "whitelist_suffix": 73, "whitelist_prefix": 73, "whitelist_word": 73, "suffix": [73, 78], "pool": 73, "whitelist": 73, "blacklist": [73, 77, 106], "singular": 73, "plural": 73, "chair": 73, "whole": 73, "word": 73, "hear": 73, "72": 73, "outdat": 74, "anymor": 74, "baselin": 74, "practic": 74, "use_real_nam": [74, 79], "general_threshold": [74, 75, 82], "character_threshold": [74, 75, 82], "drop_overlap": [74, 75, 79, 82], "real": [74, 79, 96, 106], "renam": [74, 79], "redirect": [74, 79], "mani": [74, 79], "websit": [74, 79], "rate": [74, 75, 82, 94, 96, 106], "char": [74, 75, 82], "9897817373275757": 74, "question": [74, 75, 82, 94], "010265946388244629": 74, "explicit": [74, 75, 82, 94], "2809715270996094e": 74, "9939777851104736": 74, "5032387375831604": 74, "black_bord": 74, "9943548440933228": 74, "black_glov": [74, 75, 79, 82], "5011609792709351": 74, "blue_ski": [74, 75, 79, 82], "6877802610397339": 74, "5543792843818665": 74, "8268730640411377": 74, "cloud": [74, 75, 79, 82], "8504303693771362": 74, "cowboy_shot": [74, 75, 79, 82], "6008237600326538": 74, "crop_top": [74, 75, 79, 82], "6635787487030029": 74, "dai": [74, 75, 79, 82], "8496965765953064": 74, "glove": [74, 75, 79, 82], "6107005476951599": 74, "hair_between_ey": [74, 75, 79, 82], "668294370174408": 74, "5619469285011292": 74, "holding_baseball_bat": [74, 75, 79, 82], "5141720771789551": 74, "letterbox": 74, "long_hair": [74, 75, 79, 81, 82], "9884189963340759": 74, "looking_at_view": [74, 75, 79, 82], "5673105120658875": 74, "midriff": [74, 75, 79, 82], "6290556192398071": 74, "navel": [74, 75, 79, 82], "9631235003471375": 74, "no_hat": [74, 75, 79], "7978747487068176": 74, "no_headwear": [74, 75, 79, 82], "7577926516532898": 74, "outdoor": [74, 75, 79, 82], "7118550539016724": 74, "5452839136123657": 74, "pillarbox": 74, "9841411709785461": 74, "red_ey": [74, 75, 79, 82], "958786129951477": 74, "shirt": [74, 75, 79, 82], "6720131039619446": 74, "short_sleev": [74, 75, 79, 82], "7077711820602417": 74, "silver_hair": [74, 75, 79], "6673924326896667": 74, "sky": [74, 75, 79, 82], "8709812760353088": 74, "9614333510398865": 74, "sportswear": [74, 75, 79, 82], "7786177396774292": 74, "6842771172523499": 74, "sweat": [74, 75, 79, 82], "9076308012008667": 74, "thigh": [74, 75, 79, 82], "580970823764801": 74, "skadi_": [74, 75, 82], "arknight": [74, 75, 82], "9633345007896423": 74, "9988503456115723": 74, "001651763916015625": 74, "00012505054473876953": 74, "9829280972480774": 74, "894218385219574": 74, "8733789920806885": 74, "backpack": [74, 75, 79, 82], "6322951316833496": 74, "9987058639526367": 74, "bag_charm": [74, 75], "9754379987716675": 74, "6810564994812012": 74, "9708781838417053": 74, "6356008052825928": 74, "5633733868598938": 74, "brick_wal": 74, "5315935611724854": 74, "brown_hair": [74, 75, 79, 82], "9397273659706116": 74, "9229896664619446": 74, "charm_": [74, 75], "9006357789039612": 74, "citi": 74, "9020784497261047": 74, "cityscap": 74, "9547432661056519": 74, "5296419262886047": 74, "8253412246704102": 74, "5619839429855347": 74, "hair_flow": [74, 75, 79, 82], "8277763724327087": 74, "hair_orna": [74, 75, 79, 82], "9356368780136108": 74, "hair_ribbon": [74, 75, 79], "5288072824478149": 74, "jacket": [74, 75, 79, 82], "6336134076118469": 74, "9703260064125061": 74, "8188960552215576": 74, "phone_screen": 74, "9579574465751648": 74, "9954615235328674": 74, "plaid": [74, 75, 79], "9725285172462463": 74, "plaid_skirt": [74, 75, 79], "9638455510139465": 74, "pleated_skirt": [74, 75, 79, 82], "7226815819740295": 74, "5321241021156311": 74, "red_nail": [74, 79], "5493080615997314": 74, "school_bag": [74, 75], "9863407611846924": 74, "school_uniform": [74, 75, 79, 82], "6794284582138062": 74, "5062428116798401": 74, "shoulder_bag": 74, "9325523972511292": 74, "skirt": [74, 75, 79, 82], "92237788438797": 74, "skyscrap": 74, "7728171348571777": 74, "sleeves_past_wrist": [74, 75, 79], "7257086038589478": 74, "smile": [74, 75, 79, 82], "5357837080955505": 74, "6939404010772705": 74, "7054293155670166": 74, "tongu": [74, 75, 79, 82], "9990814924240112": 74, "tongue_out": [74, 75, 79, 82], "9992498755455017": 74, "5012534260749817": 74, "very_long_hair": [74, 75, 79, 81, 82], "7461410164833069": 74, "lagpixellol": 75, "deepgelbooru_onnx": 75, "categori": [75, 90, 98], "dim": [75, 82], "9986732006072998": 75, "0013858973979949951": 75, "315376281738281e": 75, "9972434639930725": 75, "basebal": [75, 82], "5982598662376404": 75, "baseball_bat": [75, 79, 82], "6429562568664551": 75, "bike_short": 75, "36296138167381287": 75, "8308937549591064": 75, "black_shirt": [75, 79, 82], "7388008832931519": 75, "6039759516716003": 75, "30909663438796997": 75, "9694308042526245": 75, "6422968506813049": 75, "5898381471633911": 75, "8145260810852051": 75, "652222216129303": 75, "dolphin_short": 75, "466494083404541": 75, "7183809280395508": 75, "6753682494163513": 75, "7302790880203247": 75, "6649775505065918": 75, "large_breast": [75, 79, 82], "8446108102798462": 75, "98187655210495": 75, "8140730857849121": 75, "6360533833503723": 75, "9635934829711914": 75, "33370012044906616": 75, "44239571690559387": 75, "7891374826431274": 75, "6471294164657593": 75, "9958090782165527": 75, "8736815452575684": 75, "872096061706543": 75, "5640895366668701": 75, "5049663186073303": 75, "8832778930664062": 75, "9687467813491821": 75, "sports_bra": 75, "3659853935241699": 75, "9309735298156738": 75, "49939480423927307": 75, "stomach": [75, 79, 82], "446407288312912": 75, "809670090675354": 75, "6560589075088501": 75, "47956040501594543": 75, "9832853674888611": 75, "9994162321090698": 75, "0008397102355957031": 75, "00035390257835388184": 75, "9926226139068604": 75, "899387001991272": 75, "34215790033340454": 75, "5701972246170044": 75, "9512913227081299": 75, "6664570569992065": 75, "5614628791809082": 75, "33615976572036743": 75, "5770801305770874": 75, "987317681312561": 75, "37286585569381714": 75, "cardigan": [75, 79], "36409223079681396": 75, "7329680919647217": 75, "collared_shirt": [75, 79], "5924292206764221": 75, "4344901144504547": 75, "7465001344680786": 75, "5225946307182312": 75, "6976451873779297": 75, "9265321493148804": 75, "34527891874313354": 75, "6675043106079102": 75, "9096828699111938": 75, "long_sleev": [75, 79, 82], "41341525316238403": 75, "8418735265731812": 75, "miniskirt": [75, 79], "3675632178783417": 75, "nail_polish": [75, 79], "5284417867660522": 75, "open_cloth": [75, 79], "30296844244003296": 75, "48789578676223755": 75, "36596980690956116": 75, "7759367227554321": 75, "6535028219223022": 75, "8975257873535156": 75, "36911237239837646": 75, "4171145558357239": 75, "3942635953426361": 75, "6772940754890442": 75, "9397937655448914": 75, "5207280516624451": 75, "4673041105270386": 75, "9118321537971497": 75, "9967410564422607": 75, "9970728158950806": 75, "8419480323791504": 75, "6489560604095459": 75, "white_shirt": [75, 79], "6217572689056396": 75, "underscor": [76, 82], "convent": 76, "restor": [76, 106], "use_spac": 76, "use_escap": 76, "include_scor": 76, "score_descend": 76, "_": 76, "escap": 76, "unsaf": 76, "sort": [76, 80], "descend": 76, "panty_pul": 76, "6826801300048828": 76, "958938717842102": 76, "drinking_glass": 76, "9340789318084717": 76, "areola_slip": 76, "41196826100349426": 76, "9988248348236084": 76, "drink": 76, "pull": 76, "areola": 76, "999": 76, "959": 76, "934": 76, "683": 76, "412": 76, "mldanbooru": [77, 106], "get_mldanbooru_tag": 77, "wd14": [77, 79, 106], "get_wd14_tag": [77, 79], "convert_wd14_emb_to_predict": 77, "denormalize_wd14_emb": 77, "deepdanbooru": [77, 79, 106], "get_deepdanbooru_tag": [77, 79], "deepgelbooru": [77, 106], "get_deepgelbooru_tag": 77, "add_underlin": 77, "remove_underlin": 77, "tags_to_text": 77, "drop_overlap_tag": 77, "is_blacklist": 77, "drop_blacklisted_tag": 77, "char_whitelist_suffix": 77, "char_whitelist_prefix": 77, "char_whitelist_word": 77, "char_suffix": 77, "char_prefix": 77, "charactertagpool": 77, "is_basic_character_tag": 77, "drop_basic_character_tag": 77, "sort_tag": 77, "tag_match_suffix": 77, "tag_match_prefix": 77, "tag_match_ful": 77, "t1": 78, "t2": 78, "fulli": 78, "ml": 79, "448": 79, "keep_ratio": 79, "9999984502792358": [79, 101], "9999946355819702": 79, "9994951486587524": 79, "998144268989563": 79, "9978417158126831": 79, "9941409230232239": 79, "9799384474754333": 79, "979142427444458": 79, "961823582649231": 79, "961323618888855": 79, "9490893483161926": 79, "9450850486755371": 79, "9425153136253357": 79, "9409335255622864": 79, "9319437146186829": 79, "9265308976173401": 79, "9259042143821716": 79, "922250509262085": 79, "9199565052986145": 79, "9175475835800171": 79, "9102761745452881": 79, "9076938629150391": 79, "9052775502204895": 79, "8938589692115784": 79, "8894285559654236": 79, "8891903162002563": 79, "8845980763435364": 79, "8842408061027527": 79, "8659475445747375": 79, "862621009349823": 79, "8616052865982056": 79, "8562789559364319": 79, "short_short": [79, 82], "8555729389190674": 79, "8533340096473694": 79, "black_short": [79, 82], "8477485775947571": 79, "8430152535438538": 79, "tied_long_hair": [79, 82], "8340626955032349": 79, "crop_top_overhang": 79, "8266023397445679": 79, "8222048282623291": 79, "8202669620513916": 79, "8061150312423706": 79, "ass_visible_through_thigh": [79, 82], "7803354859352112": 79, "thigh_gap": [79, 82], "7789446711540222": 79, "arms_up": 79, "7052110433578491": 79, "9999866485595703": 79, "997043788433075": 79, "9969649910926819": 79, "9957101345062256": 79, "9928386807441711": 79, "9886980056762695": 79, "9864778518676758": 79, "ghost": [79, 82], "9769423007965088": 79, "9747489094734192": 79, "9736957550048828": 79, "9388670325279236": 79, "9356311559677124": 79, "91000896692276": 79, "8955123424530029": 79, "8910233378410339": 79, "8904104828834534": 79, "8881211280822754": 79, "8876776695251465": 79, "8864808678627014": 79, "8810517191886902": 79, "8798807263374329": 79, "8765745162963867": 79, "8737136125564575": 79, "8650439381599426": 79, "8613706827163696": 79, "blue_cardigan": 79, "8571277260780334": 79, "8333670496940613": 79, "8160212635993958": 79, "eyebrows_visible_through_hair": 79, "8122442364692688": 79, "8091571927070618": 79, "8082079887390137": 79, "8048468232154846": 79, "8042327165603638": 79, "7984272241592407": 79, "blazer": [79, 82], "794708251953125": 79, "78981614112854": 79, "7892146110534668": 79, "shaped_pupil": [79, 82], "7867060899734497": 79, "gradient_hair": 79, "786359965801239": 79, "7790888547897339": 79, "brown_skirt": 79, "7760675549507141": 79, "774523913860321": 79, "7721588015556335": 79, "7697228789329529": 79, "755959689617157": 79, "multicolored_hair": 79, "7477189898490906": 79, "7476690411567688": 79, "rail": 79, "7476617693901062": 79, "blue_jacket": 79, "7458406090736389": 79, "741143524646759": 79, "7364678978919983": 79, "7193643450737": 79, "red_neckwear": 79, "7108616828918457": 79, "7086325287818909": 79, "7055293321609497": 79, "7039415836334229": 79, "7018357515335083": 79, "shuffl": 80, "count": [80, 107, 108], "2boi": 80, "cat_ear": 80, "uniqu": 80, "8849405313291128": 81, "8548297594823425": 81, "03910296474461261": 81, "6615180440330748": 81, "21552028866308015": 81, "3165260620737027": 81, "47744464927382957": 81, "tagger": 82, "smilingwolf": 82, "wd": 82, "swinv2_v3": 82, "general_mcut_en": 82, "character_mcut_en": 82, "no_underlin": 82, "mcut": 82, "replac": 82, "index": [82, 109], "follw": 82, "valuabl": 82, "enabl": 82, "rapid": 82, "queri": 82, "0011444687843322754": 82, "8876402974128723": 82, "106781005859375": 82, "000277101993560791": 82, "997527003288269": 82, "9797663688659668": 82, "9905703663825989": 82, "9761719703674316": 82, "8981098532676697": 82, "8810765743255615": 82, "9498510360717773": 82, "8377365469932556": 82, "945058286190033": 82, "9457170367240906": 82, "969594419002533": 82, "7881088852882385": 82, "7687551379203796": 82, "9301245212554932": 82, "6703325510025024": 82, "white_hair": 82, "5292627811431885": 82, "8677047491073608": 82, "grey_hair": 82, "5859264731407166": 82, "9536856412887573": 82, "8056888580322266": 82, "8394746780395508": 82, "9473626613616943": 82, "8986269235610962": 82, "9385137557983398": 82, "8408567905426025": 82, "alternate_costum": 82, "4245271384716034": 82, "931140661239624": 82, "8830795884132385": 82, "7279844284057617": 82, "artist_nam": 82, "5333830714225769": 82, "64717698097229": 82, "9516432285308838": 82, "9655293226242065": 82, "9485014081001282": 82, "7366660833358765": 82, "7161656618118286": 82, "5858667492866516": 82, "6186309456825256": 82, "41193312406539917": 82, "467605859041214": 82, "36282333731651306": 82, "3756745457649231": 82, "motion_blur": 82, "5091936588287354": 82, "951993465423584": 82, "5634750723838806": 82, "8232709169387817": 82, "9869340658187866": 82, "49491602182388306": 82, "5193622708320618": 82, "003406703472137451": 82, "0007208287715911865": 82, "9798132181167603": 82, "8046203851699829": 82, "7596215009689331": 82, "7620116472244263": 82, "46084529161453247": 82, "48454540967941284": 82, "5152207016944885": 82, "8023070096969604": 82, "8653596639633179": 82, "7201820611953735": 82, "7816740870475769": 82, "697688639163971": 82, "8974947333335876": 82, "7491052746772766": 82, "5015512704849243": 82, "6401398181915283": 82, "43420469760894775": 82, "4528769850730896": 82, "5730487704277039": 82, "6739872694015503": 82, "5545973181724548": 82, "6946243047714233": 82, "5487751364707947": 82, "7439308166503906": 82, "4186026453971863": 82, "47378358244895935": 82, "4690653085708618": 82, "7565015554428101": 82, "hu_tao_": 82, "genshin_impact": 82, "9262397289276123": 82, "boo_tao_": 82, "942080020904541": 82, "denorm": 82, "denormalizer_nam": 82, "mnum2_al": 82, "understand": 82, "redund": 82, "structur": [82, 106], "b": 82, "r": [82, 94, 100], "c": 82, "linalg": 82, "norm": 82, "approx": [82, 83], "1e": 82, "cdc_anime_onnx": 83, "realli": 83, "As": [83, 94, 100], "1024x1024": 83, "2060": 83, "gpu": 83, "cost": 83, "cpu": [83, 88, 107, 108], "experi": 83, "hgsr": 83, "mhr": 83, "aug_x4_320": 83, "cute_waifu_aroma": 83, "pngimageplugin": 83, "pngimagefil": 83, "1168x1168": 83, "0x7f0e8ca06880": 83, "4672x4672": 83, "0x7f0e48edb640": 83, "cdc": [84, 106], "upscale_with_cdc": 84, "lru_cach": 85, "wrap": 85, "synchron": 85, "prevent": 85, "race": 85, "condit": 85, "maxsiz": 85, "expensive_funct": 85, "expens": 85, "lock": [85, 105], "safeti": [85, 102], "multithread": 85, "my_funct": 85, "introduc": 85, "acquisit": 85, "critic": 85, "mathemat": 86, "activ": 86, "deep": 86, "problem": [86, 94, 100], "input_valu": 86, "frac": 86, "26894142": 86, "73105858": 86, "ts_lru_cach": 87, "get_onnx_provid": 87, "open_onnx_model": 87, "cudaexecutionprovid": 88, "cpuexecutionprovid": 88, "ckpt": 88, "inferencesess": 88, "onnx_mod": 88, "decid": 88, "linux": [88, 107, 108], "execut": [88, 107, 108], "ignor": 88, "cuda": [88, 107, 108], "forc": 88, "anime_ai_check": 89, "mobilenetv3_sce_dist": [89, 100, 104], "mainli": 89, "caformer_s36_plus_sc": 89, "graph": 89, "9996960163116455": 89, "9999125003814697": 89, "997803270816803": 89, "9960069060325623": 89, "9887709021568298": 89, "9998629093170166": 89, "0013722758740186691": 89, "00020673229300882667": 89, "0001895089662866667": 89, "0008857478387653828": 89, "552320024231449e": 89, "001168627175502479": 89, "bangumi": [90, 91], "vision": 90, "imageri": 90, "bangumi_char_typ": 90, "definit": [90, 97], "video": 90, "secondari": 90, "often": 90, "lack": 90, "lead": 90, "under": [90, 109], "three": 90, "judg": 90, "anime_portrait": [90, 96], "mobilenetv3_v0_dist": [90, 99, 103, 104], "9998525381088257": 90, "00012103465269319713": 90, "6464786313008517e": 90, "906112609314732e": 90, "06": [90, 91, 93, 98, 99, 100, 101, 103], "9997243285179138": 90, "0002490800397936255": 90, "7215803381986916e": 90, "354368557978887e": 90, "9998849630355835": 90, "90006631379947e": 90, "3920385754317977e": 90, "2084233276254963e": 90, "9998877048492432": 90, "732793503440917e": 90, "4264976925915107e": 90, "0623419257171918e": 90, "07076334953308105": 90, "9290977716445923": 90, "0001044218079186976": 90, "4467317163944244e": 90, "2568268832401372e": 90, "9999498128890991": 90, "1810528778587468e": 90, "879474429093534e": 90, "260669109295122e": 90, "9999510049819946": 90, "2321036592766177e": 90, "025227553938748e": 90, "4251427273848094e": 90, "999957799911499": 90, "4273678718600422e": 90, "6884023302263813e": 90, "880981603288092e": 90, "0002326338435523212": 90, "9996368885040283": 90, "164971561403945e": 90, "00020793956355191767": 90, "13438372313976288": 90, "8652494549751282": 90, "000158855298650451": 90, "000238816806813702": 90, "3589179217815399": 90, "6406960487365723": 90, "0001471740542910993": 90, "002255884697660804": 90, "08208147436380386": 90, "9152728915214539": 90, "00038967153523117304": 90, "227699592884164e": 90, "0835404282261152e": 90, "1437502406770363e": 90, "9999284744262695": 90, "2125529792683665e": 90, "0218892384727951e": 90, "00011914174683624879": 90, "9998584985733032": 90, "2007669283775613e": 90, "6357082131435163e": 90, "3068713896209374e": 90, "9999185800552368": 90, "066640925273532e": 90, "529400813335087e": 90, "089402500540018e": 90, "9999388456344604": 90, "6406959295272827": 90, "not_paint": 91, "anime_classif": 91, "older": 91, "mobilenetv3_v1": [91, 101], "5_dist": 91, "3_dist": 91, "plot": [91, 94, 100, 104], "caformer_s36_v1": 91, "3_focal": 91, "8346158862113953": 91, "004201625939458609": 91, "0028638991061598063": 91, "15633030235767365": 91, "001988308737054467": 91, "9868855476379395": 91, "001178382197394967": 91, "00015886101755313575": 91, "0005986307514831424": 91, "011178601533174515": 91, "9933090209960938": 91, "0012440024875104427": 91, "00040085514774546027": 91, "004924307577311993": 91, "00012189441622467712": 91, "00031298911198973656": 91, "9968050718307495": 91, "182305903872475e": 91, "0027923565357923508": 91, "7805559259140864e": 91, "0004650334012694657": 91, "996709942817688": 91, "736721191671677e": 91, "0027629584074020386": 91, "4619508621981367e": 91, "0003803370927926153": 91, "998649537563324": 91, "190127922105603e": 91, "0008622839814051986": 91, "595230686594732e": 91, "0004573142796289176": 91, "00031435859273187816": 91, "8671838641166687": 91, "13199880719184875": 91, "563074617180973e": 91, "153919796110131e": 91, "290010737255216e": 91, "9727378487586975": 91, "027150526642799377": 91, "162296004826203e": 91, "4933258828241378e": 91, "0004275702522136271": 91, "995402455329895": 91, "002233930164948106": 91, "001911122351884842": 91, "1603819727897644": 91, "0007561995880678296": 91, "00017044576816260815": 91, "838487982749939": 91, "0002034590725088492": 91, "005001617129892111": 91, "000932251859921962": 91, "009352140128612518": 91, "9846979379653931": 91, "6018555470509455e": 91, "004064667969942093": 91, "464051254326478e": 91, "025772539898753166": 91, "9699516296386719": 91, "00011656546121230349": 91, "287263775244355e": 91, "370255853951676e": 91, "01098843663930893": 91, "0031668643932789564": 91, "9857884049415588": 91, "499273488065228e": 91, "8419872251106426e": 91, "0003471920208539814": 91, "029472889378666878": 91, "9700765609741211": 91, "0012387704337015748": 91, "001172148622572422": 91, "787473391043022e": 91, "003680602880194783": 91, "9938107132911682": 91, "8346157073974609": 91, "8671836853027344": 91, "8384883403778076": 91, "9846979975700378": 91, "9700766801834106": 91, "greyscal": 92, "jpeg_ful": [92, 105], "6125901": 92, "6125785": [92, 105], "6124220": 92, "rough": [93, 94, 100], "polish": 93, "mobilenetv3_v2": 93, "2_dist": [93, 101], "910087929805741e": 93, "1241951510310173": 93, "8757457137107849": 93, "00018937293498311192": 93, "030049214139580727": 93, "9697614312171936": 93, "008933082222938538": 93, "05096456781029701": 93, "9401022791862488": 93, "009832272306084633": 93, "9898634552955627": 93, "00030428936588577926": 93, "013919820077717304": 93, "9819902181625366": 93, "004089969675987959": 93, "04166747257113457": 93, "9582782983779907": 93, "4218515288084745e": 93, "8849249482154846": 93, "1149177998304367": 93, "0001573085755808279": 93, "9907882809638977": 93, "008958994410932064": 93, "0002527958422433585": 93, "9831690788269043": 93, "01682441122829914": 93, "613856385229155e": 93, "8757458329200745": 93, "8849248290061951": 93, "million": 94, "anime_r": [94, 96], "boundari": [94, 100], "challeng": [94, 100], "clean": [94, 100], "judgment": [94, 100], "intend": [94, 100], "quick": [94, 100, 106], "estim": [94, 100], "basi": [94, 100], "mobilenetv3_large_100_v0_ls0": 94, "caformer_s36_v0_ls0": 94, "7508869767189026": 94, "7034655809402466": 94, "728887677192688": 94, "7404400110244751": 94, "7446154952049255": 94, "7514738440513611": 94, "768704354763031": 94, "8219676613807678": 94, "7267540693283081": 94, "7645740509033203": 94, "7216582894325256": 94, "7615436315536499": 94, "815083920955658": 94, "8321858644485474": 94, "8204999566078186": 94, "820833146572113": 94, "chdir": 94, "doc": 94, "api_doc": 94, "7508870363235474": 94, "11212056130170822": 94, "06781744956970215": 94, "06917501986026764": 94, "7034654021263123": 94, "15903906524181366": 94, "06688199192285538": 94, "07061357796192169": 94, "7288877964019775": 94, "1476859599351883": 94, "060362350195646286": 94, "06306383013725281": 94, "7404399514198303": 94, "10337048768997192": 94, "08087948709726334": 94, "07530999928712845": 94, "055992450565099716": 94, "7446154356002808": 94, "13191790878772736": 94, "06747424602508545": 94, "06458679586648941": 94, "10566363483667374": 94, "07827574014663696": 94, "07079866528511047": 94, "7687042951583862": 94, "09974884241819382": 94, "06074819341301918": 94, "050435908138751984": 94, "8219675421714783": 94, "0593985915184021": 94, "06819795072078705": 94, "06569571048021317": 94, "1177448257803917": 94, "726753830909729": 94, "08980562537908554": 94, "06481882929801941": 94, "06922297924757004": 94, "10138414055109024": 94, "06351721286773682": 94, "07683827728033066": 94, "13798624277114868": 94, "05942752957344055": 94, "10584963858127594": 94, "7615437507629395": 94, "07317910343408585": 94, "060196295380592346": 94, "06751583516597748": 94, "0572039857506752": 94, "05398125201463699": 94, "06124086305499077": 94, "0525919646024704": 94, "8321859240531921": 94, "05922013148665428": 94, "06274889409542084": 94, "057530902326107025": 94, "8205001354217529": 94, "05683052912354469": 94, "06635929644107819": 94, "05597696080803871": 94, "8208332657814026": 94, "non_furri": 95, "mobilenetv3_v0": 95, "1_dist": 95, "9898804426193237": 95, "010119626298546791": 95, "9677742123603821": 95, "032225821167230606": 95, "959551215171814": 95, "040448784828186035": 95, "9535530209541321": 95, "04644693806767464": 95, "04358793422579765": 95, "9564120769500732": 95, "02767963521182537": 95, "9723203182220459": 95, "028900373727083206": 95, "9710996150970459": 95, "037573859095573425": 95, "9624261260032654": 95, "aicheck": [96, 106], "get_ai_created_scor": 96, "is_ai_cr": 96, "bangumi_char": [96, 106], "anime_bangumi_char_scor": 96, "anime_bangumi_char": 96, "anime_classify_scor": 96, "anime_classifi": 96, "is_greyscal": 96, "anime_completeness_scor": 96, "anime_complet": 96, "dbrate": [96, 106], "anime_dbrating_scor": 96, "anime_dbr": 96, "furri": [96, 106], "anime_furry_scor": 96, "anime_furri": 96, "get_monochrome_scor": 96, "is_monochrom": 96, "nsfw_pred_scor": 96, "nsfw_pred": 96, "portrait": [96, 106], "anime_portrait_scor": 96, "anime_rating_scor": 96, "anime_real_scor": 96, "safe_check_scor": 96, "safe_check": 96, "style_ag": [96, 106], "anime_style_age_scor": 96, "anime_style_ag": 96, "teen": [96, 106], "anime_teen_scor": 96, "anime_teen": 96, "is_truncated_fil": 96, "screen": 97, "row": 97, "bottom": 97, "grayscal": 97, "monochrome_detect": 97, "mobilenetv3_large_100_dist_safe2": 97, "mobilenetv3_dist": 97, "caformer_s36": 97, "mono": 97, "9614395499229431": 97, "9458909034729004": 97, "9559807777404785": 97, "9651952981948853": 97, "9379720687866211": 97, "8814834356307983": 97, "03941023349761963": 97, "07492382079362869": 97, "09546589106321335": 97, "016521310433745384": 97, "005693843588232994": 97, "0315730981528759": 97, "Not": 98, "five": 98, "hentai": 98, "neutral": 98, "porn": 98, "sexi": 98, "infinit": 98, "nsfwj": 98, "tfj": 98, "mobil": 98, "9970946311950684": 98, "00198739324696362": 98, "000894528697244823": 98, "4315058251668233e": 98, "099447197513655e": 98, "9282580614089966": 98, "061733175069093704": 98, "008979619480669498": 98, "0007789491210132837": 98, "0002501663693692535": 98, "7945129871368408": 98, "2044062316417694": 98, "0005603990866802633": 98, "0004847997915931046": 98, "564094367902726e": 98, "7977773547172546": 98, "01352313905954361": 98, "18791256844997406": 98, "0004888656549155712": 98, "00029804420773871243": 98, "04498734697699547": 98, "9509441256523132": 98, "4087972633424215e": 98, "003999904729425907": 98, "4542059185914695e": 98, "002892113756388426": 98, "982390284538269": 98, "02520776737947e": 98, "014633022248744965": 98, "858086610212922e": 98, "002532319398596883": 98, "9887337684631348": 98, "231979568838142e": 98, "008699454367160797": 98, "8187158022774383e": 98, "03564726561307907": 98, "954788088798523": 98, "343036850215867e": 98, "009289607405662537": 98, "00020158555707894266": 98, "006372362840920687": 98, "006019102409482002": 98, "9694945812225342": 98, "015214097686111927": 98, "002899901708588004": 98, "0004039364866912365": 98, "00012730166781693697": 98, "987038791179657": 98, "007135333959013224": 98, "005294707603752613": 98, "06964848190546036": 98, "0014777459437027574": 98, "9276643395423889": 98, "0003031621454283595": 98, "0009063396137207747": 98, "00028707628371194005": 98, "00010888021643040702": 98, "9992460012435913": 98, "00015473493840545416": 98, "0002033217460848391": 98, "563037691696081e": 98, "008058490231633186": 98, "00044566826545633376": 98, "937960684299469": 98, "05353058874607086": 98, "364063445587817e": 98, "00562260951846838": 98, "00012077406427124515": 98, "9897090792655945": 98, "004547217860817909": 98, "564737981942017e": 98, "016690678894519806": 98, "001258736359886825": 98, "9766013622283936": 98, "005440687295049429": 98, "4481674952548929e": 98, "01861923187971115": 98, "0008914825739338994": 98, "9674761295318604": 98, "012998746708035469": 98, "691116141155362e": 98, "0007601747056469321": 98, "0005019629606977105": 98, "039504989981651306": 98, "9591660499572754": 98, "0001652583305258304": 98, "0002614929690025747": 98, "020374108105897903": 98, "029394468292593956": 98, "9498046040534973": 98, "00016299057460855693": 98, "004782819654792547": 98, "002861740067601204": 98, "12280157208442688": 98, "8693908452987671": 98, "0001731760276015848": 98, "304211274255067e": 98, "03286275267601013": 98, "010648751631379128": 98, "9562522172927856": 98, "999900221824646": 99, "645313209854066e": 99, "3387104445428122e": 99, "9999704360961914": 99, "4465465685352683e": 99, "071506166132167e": 99, "9999785423278809": 99, "512719154561637e": 99, "292278612818336e": 99, "919455750496127e": 99, "9999444484710693": 99, "3647335082350764e": 99, "0555699191172607e": 99, "9999880790710449": 99, "3210242286731955e": 99, "7451418898417614e": 99, "9999822378158569": 99, "2084267331811134e": 99, "7460413321023225e": 99, "1532473820352607e": 99, "9999996423721313": 99, "0316136922483565e": 99, "840229633236049e": 99, "9999998807907104": [99, 100], "736660568800289e": 99, "199210472208506e": 99, "9999992847442627": 99, "r15": 100, "r18": 100, "sankaku": 100, "mobilenetv3_v1_pruned_ls0": 100, "caformer_s36_plu": [100, 104], "5863172936624323e": 100, "480062353375615e": 100, "9924363493919373": 100, "007255776319652796": 100, "0003077814180869609": 100, "996969997882843": 100, "0030054834205657244": 100, "4601260520284995e": 100, "9966891407966614": 100, "003293127752840519": 100, "770909148035571e": 100, "00025384966284036636": 100, "9996721744537354": 100, "399192691082135e": 100, "973351603141055e": 100, "9998563528060913": 100, "391309580067173e": 100, "0018681309884414077": 100, "9827859997749329": 100, "015345841646194458": 100, "013710384257137775": 100, "8339558839797974": 100, "15233369171619415": 100, "951323833462084e": 100, "00029566374723799527": 100, "9997004270553589": 100, "00018434497178532183": 100, "568440272123553e": 100, "9997699856758118": 100, "11225129129889e": 100, "051862899563275e": 100, "9999485015869141": 100, "902020231791539e": 100, "0005639699520543218": 100, "9994290471076965": 100, "anime_real_cl": 101, "4_dist": 101, "9999716281890869": 101, "8398366339388303e": 101, "9992202520370483": 101, "0007797438884153962": 101, "9999709129333496": 101, "905452492996119e": 101, "9999765157699585": 101, "3499671442550607e": 101, "9994087219238281": 101, "0005913018831051886": 101, "9999759197235107": 101, "4061362637439743e": 101, "9999052286148071": 101, "475799015490338e": 101, "403173675702419e": 101, "5848207794988411e": 101, "0010207017185166478": 101, "9989792704582214": 101, "2124368115328252e": 101, "9999977350234985": 101, "6512358342879452e": 101, "9999834299087524": 101, "359853614412714e": 101, "9999936819076538": 101, "600314317329321e": 101, "9999840259552002": 101, "5589323083986528e": 101, "9999843835830688": 101, "5513256585109048e": 101, "9999845027923584": 101, "pollut": 102, "shit": 102, "checker": 102, "mobilenet": 102, "v2": 102, "max_batch_s": 102, "1970": 103, "1980": 103, "1990": 103, "2000": 103, "2010": 103, "2015": 103, "2020": 103, "ag": 103, "9805465340614319": 103, "761269782553427e": 103, "0005044879508204758": 103, "01569165475666523": 103, "002850610064342618": 103, "00037849770160391927": 103, "9434612113400362e": 103, "053497342392802e": 103, "9992554783821106": 103, "0006490182713605464": 103, "8857468805654207e": 103, "317252262353577e": 103, "314484721769986e": 103, "0750001138148946e": 103, "706833609205205e": 103, "00034479793976061046": 103, "9995512366294861": 103, "391363472677767e": 103, "4607510820496827e": 103, "0679690351244062e": 103, "661913514311891e": 103, "757471131393686e": 103, "0744897230761126e": 103, "76177470368566e": 103, "9996387958526611": 103, "160279296338558e": 103, "00013228354509919882": 103, "1361367038916796e": 103, "464057489414699e": 103, "2412899599876255e": 103, "703883653040975e": 103, "127358498517424e": 103, "9973921775817871": 103, "0022309015039354563": 103, "00018872201326303184": 103, "780902943617548e": 103, "422096920578042e": 103, "638929097680375e": 103, "152203023797483e": 103, "00028818511054851115": 103, "9996094107627869": 103, "58777353237383e": 103, "9200742826797068e": 103, "00017117452807724476": 103, "518441947875544e": 103, "885544381570071e": 103, "4389253010449465e": 103, "1696006772108376e": 103, "9996393918991089": 103, "contenti": 104, "safe_teen": 104, "non_teen": 104, "caformer_s36_v0": 104, "9998493194580078": 104, "0378791052498855e": 104, "00012023092131130397": 104, "9790042638778687": 104, "0017522255657240748": 104, "01924353837966919": 104, "9998124241828918": 104, "19778298237361e": 104, "0001456339523429051": 104, "0008521362324245274": 104, "9989691972732544": 104, "00017870066221803427": 104, "0992944781901315e": 104, "9994398951530457": 104, "0004991036257706583": 104, "2035720727872103e": 104, "9994019269943237": 104, "0005460577667690814": 104, "0478151529678144e": 104, "524079147609882e": 104, "999934196472168": 104, "786742884898558e": 104, "653994154883549e": 104, "9998156428337097": 104, "0001218809193233028": 104, "00013706681784242392": 104, "9997410178184509": 104, "jpeg_trunc": 105, "2216614_truncat": 105, "imagefil": 105, "load_truncated_imag": 105, "ascii": 106, "metric": 106, "list_det_model": 106, "list_rec_model": 106, "sd": 106, "tag": 106, "platform": [107, 108], "shutil": [107, 108], "cpuinfo": [107, 108], "psutil": [107, 108], "hbutil": [107, 108], "size_to_bytes_str": [107, 108], "python_implement": [107, 108], "python_vers": [107, 108], "brand": [107, 108], "get_cpu_info": [107, 108], "brand_raw": [107, 108], "cpu_count": [107, 108], "freq": [107, 108], "cpu_freq": [107, 108], "mhz": [107, 108], "virtual_memori": [107, 108], "precis": [107, 108], "ye": [107, 108], "nvidia": [107, 108], "smi": [107, 108], "1021": [107, 108], "azur": [107, 108], "x86_64": [107, 108], "glibc2": [107, 108], "cpython": [107, 108], "amd": [107, 108], "epyc": [107, 108], "7763": [107, 108], "3244": 107, "4770000000003": 107, "615": [107, 108], "gib": [107, 108], "deploi": [107, 108], "action": [107, 108], "3186": 108, "03225": 108, "imgutil": 109, "pypi": 109, "simpli": 109, "newest": 109, "git": 109, "script": 109, "__name__": 109, "__main__": 109, "narugo1992": 109, "still": 109, "out": 109, "io": 109, "html": 109, "faq": 110}, "objects": {"imgutils": [[1, 0, 0, "-", "ascii"], [2, 0, 0, "-", "config"], [9, 0, 0, "-", "data"], [19, 0, 0, "-", "detect"], [26, 0, 0, "-", "edge"], [32, 0, 0, "-", "generic"], [36, 0, 0, "-", "metadata"], [41, 0, 0, "-", "metrics"], [45, 0, 0, "-", "ocr"], [49, 0, 0, "-", "operate"], [53, 0, 0, "-", "pose"], [56, 0, 0, "-", "preprocess"], [61, 0, 0, "-", "resource"], [63, 0, 0, "-", "restore"], [66, 0, 0, "-", "sd"], [70, 0, 0, "-", "segment"], [77, 0, 0, "-", "tagging"], [84, 0, 0, "-", "upscale"], [87, 0, 0, "-", "utils"], [96, 0, 0, "-", "validate"]], "imgutils.ascii": [[0, 0, 0, "-", "drawing"]], "imgutils.ascii.drawing": [[0, 1, 1, "", "ascii_drawing"]], "imgutils.config": [[3, 0, 0, "-", "meta"]], "imgutils.config.meta": [[3, 2, 1, "", "__AUTHOR_EMAIL__"], [3, 2, 1, "", "__AUTHOR__"], [3, 2, 1, "", "__DESCRIPTION__"], [3, 2, 1, "", "__TITLE__"], [3, 2, 1, "", "__VERSION__"]], "imgutils.data": [[4, 0, 0, "-", "background"], [5, 0, 0, "-", "blob"], [6, 0, 0, "-", "decode"], [7, 0, 0, "-", "encode"], [8, 0, 0, "-", "image"], [10, 0, 0, "-", "layer"], [11, 0, 0, "-", "url"]], "imgutils.data.background": [[4, 1, 1, "", "grid_background"], [4, 1, 1, "", "grid_transparent"]], "imgutils.data.blob": [[5, 1, 1, "", "is_valid_image_blob_url"], [5, 1, 1, "", "load_image_from_blob_url"], [5, 1, 1, "", "to_blob_url"]], "imgutils.data.decode": [[6, 1, 1, "", "rgb_decode"]], "imgutils.data.encode": [[7, 1, 1, "", "rgb_encode"]], "imgutils.data.image": [[8, 1, 1, "", "has_alpha_channel"], [8, 1, 1, "", "load_image"], [8, 1, 1, "", "load_images"]], "imgutils.data.layer": [[10, 1, 1, "", "istack"]], "imgutils.data.url": [[11, 1, 1, "", "download_image_from_url"], [11, 1, 1, "", "is_http_url"]], "imgutils.detect": [[12, 0, 0, "-", "booru_yolo"], [13, 0, 0, "-", "censor"], [14, 0, 0, "-", "eye"], [15, 0, 0, "-", "face"], [16, 0, 0, "-", "halfbody"], [17, 0, 0, "-", "hand"], [18, 0, 0, "-", "head"], [20, 0, 0, "-", "nudenet"], [21, 0, 0, "-", "person"], [22, 0, 0, "-", "similarity"], [23, 0, 0, "-", "text"], [24, 0, 0, "-", "visual"]], "imgutils.detect.booru_yolo": [[12, 1, 1, "", "detect_with_booru_yolo"]], "imgutils.detect.censor": [[13, 1, 1, "", "detect_censors"]], "imgutils.detect.eye": [[14, 1, 1, "", "detect_eyes"]], "imgutils.detect.face": [[15, 1, 1, "", "detect_faces"]], "imgutils.detect.halfbody": [[16, 1, 1, "", "detect_halfbody"]], "imgutils.detect.hand": [[17, 1, 1, "", "detect_hands"]], "imgutils.detect.head": [[18, 1, 1, "", "detect_heads"]], "imgutils.detect.nudenet": [[20, 1, 1, "", "detect_with_nudenet"]], "imgutils.detect.person": [[21, 1, 1, "", "detect_person"]], "imgutils.detect.similarity": [[22, 1, 1, "", "bboxes_similarity"], [22, 1, 1, "", "calculate_iou"], [22, 1, 1, "", "detection_similarity"]], "imgutils.detect.text": [[23, 1, 1, "", "detect_text"]], "imgutils.detect.visual": [[24, 1, 1, "", "detection_visualize"]], "imgutils.edge": [[25, 0, 0, "-", "canny"], [27, 0, 0, "-", "lineart"], [28, 0, 0, "-", "lineart_anime"]], "imgutils.edge.canny": [[25, 1, 1, "", "edge_image_with_canny"], [25, 1, 1, "", "get_edge_by_canny"]], "imgutils.edge.lineart": [[27, 1, 1, "", "edge_image_with_lineart"], [27, 1, 1, "", "get_edge_by_lineart"]], "imgutils.edge.lineart_anime": [[28, 1, 1, "", "edge_image_with_lineart_anime"], [28, 1, 1, "", "get_edge_by_lineart_anime"]], "imgutils.generic": [[29, 0, 0, "-", "classify"], [30, 0, 0, "-", "clip"], [31, 0, 0, "-", "enhance"], [33, 0, 0, "-", "siglip"], [34, 0, 0, "-", "yolo"]], "imgutils.generic.classify": [[29, 3, 1, "", "ClassifyModel"], [29, 1, 1, "", "classify_predict"], [29, 1, 1, "", "classify_predict_fmt"], [29, 1, 1, "", "classify_predict_score"]], "imgutils.generic.classify.ClassifyModel": [[29, 4, 1, "", "__init__"], [29, 4, 1, "", "clear"], [29, 4, 1, "", "launch_demo"], [29, 4, 1, "", "make_ui"], [29, 4, 1, "", "predict"], [29, 4, 1, "", "predict_fmt"], [29, 4, 1, "", "predict_score"]], "imgutils.generic.clip": [[30, 3, 1, "", "CLIPModel"], [30, 1, 1, "", "clip_image_encode"], [30, 1, 1, "", "clip_predict"], [30, 1, 1, "", "clip_text_encode"]], "imgutils.generic.clip.CLIPModel": [[30, 4, 1, "", "__init__"], [30, 4, 1, "", "clear"], [30, 4, 1, "", "image_encode"], [30, 4, 1, "", "launch_demo"], [30, 4, 1, "", "make_ui"], [30, 4, 1, "", "predict"], [30, 4, 1, "", "text_encode"]], "imgutils.generic.enhance": [[31, 3, 1, "", "ImageEnhancer"]], "imgutils.generic.enhance.ImageEnhancer": [[31, 4, 1, "", "__init__"], [31, 4, 1, "", "process"]], "imgutils.generic.siglip": [[33, 3, 1, "", "SigLIPModel"], [33, 1, 1, "", "siglip_image_encode"], [33, 1, 1, "", "siglip_predict"], [33, 1, 1, "", "siglip_text_encode"]], "imgutils.generic.siglip.SigLIPModel": [[33, 4, 1, "", "__init__"], [33, 4, 1, "", "clear"], [33, 4, 1, "", "image_encode"], [33, 4, 1, "", "launch_demo"], [33, 4, 1, "", "make_ui"], [33, 4, 1, "", "predict"], [33, 4, 1, "", "text_encode"]], "imgutils.generic.yolo": [[34, 3, 1, "", "YOLOModel"], [34, 1, 1, "", "yolo_predict"]], "imgutils.generic.yolo.YOLOModel": [[34, 4, 1, "", "__init__"], [34, 4, 1, "", "clear"], [34, 4, 1, "", "launch_demo"], [34, 4, 1, "", "make_ui"], [34, 4, 1, "", "predict"]], "imgutils.metadata": [[35, 0, 0, "-", "geninfo"], [37, 0, 0, "-", "lsb"]], "imgutils.metadata.geninfo": [[35, 1, 1, "", "read_geninfo_exif"], [35, 1, 1, "", "read_geninfo_gif"], [35, 1, 1, "", "read_geninfo_parameters"], [35, 1, 1, "", "write_geninfo_exif"], [35, 1, 1, "", "write_geninfo_gif"], [35, 1, 1, "", "write_geninfo_parameters"]], "imgutils.metadata.lsb": [[37, 3, 1, "", "ImageLsbDataExtractor"], [37, 3, 1, "", "LSBExtractor"], [37, 3, 1, "", "LSBReadError"], [37, 1, 1, "", "inject_data"], [37, 1, 1, "", "read_lsb_metadata"], [37, 1, 1, "", "read_lsb_raw_bytes"], [37, 1, 1, "", "serialize_json"], [37, 1, 1, "", "serialize_pnginfo"], [37, 1, 1, "", "write_lsb_metadata"], [37, 1, 1, "", "write_lsb_raw_bytes"]], "imgutils.metadata.lsb.ImageLsbDataExtractor": [[37, 4, 1, "", "__init__"], [37, 4, 1, "", "extract_data"]], "imgutils.metadata.lsb.LSBExtractor": [[37, 4, 1, "", "__init__"], [37, 4, 1, "", "get_next_n_bytes"], [37, 4, 1, "", "get_one_byte"], [37, 4, 1, "", "read_32bit_integer"]], "imgutils.metrics": [[38, 0, 0, "-", "aesthetic"], [39, 0, 0, "-", "ccip"], [40, 0, 0, "-", "dbaesthetic"], [42, 0, 0, "-", "laplacian"], [43, 0, 0, "-", "lpips"], [44, 0, 0, "-", "psnr_"]], "imgutils.metrics.aesthetic": [[38, 1, 1, "", "get_aesthetic_score"]], "imgutils.metrics.ccip": [[39, 1, 1, "", "ccip_batch_differences"], [39, 1, 1, "", "ccip_batch_extract_features"], [39, 1, 1, "", "ccip_batch_same"], [39, 1, 1, "", "ccip_clustering"], [39, 1, 1, "", "ccip_default_clustering_params"], [39, 1, 1, "", "ccip_default_threshold"], [39, 1, 1, "", "ccip_difference"], [39, 1, 1, "", "ccip_extract_feature"], [39, 1, 1, "", "ccip_merge"], [39, 1, 1, "", "ccip_same"]], "imgutils.metrics.dbaesthetic": [[40, 1, 1, "", "anime_dbaesthetic"]], "imgutils.metrics.laplacian": [[42, 1, 1, "", "laplacian_score"]], "imgutils.metrics.lpips": [[43, 1, 1, "", "lpips_clustering"], [43, 1, 1, "", "lpips_difference"], [43, 1, 1, "", "lpips_extract_feature"]], "imgutils.metrics.psnr_": [[44, 1, 1, "", "psnr"]], "imgutils.ocr": [[45, 1, 1, "", "detect_text_with_ocr"], [45, 1, 1, "", "list_det_models"], [45, 1, 1, "", "list_rec_models"], [45, 1, 1, "", "ocr"]], "imgutils.operate": [[46, 0, 0, "-", "align"], [47, 0, 0, "-", "censor_"], [48, 0, 0, "-", "imgcensor"], [50, 0, 0, "-", "squeeze"]], "imgutils.operate.align": [[46, 1, 1, "", "align_maxsize"]], "imgutils.operate.censor_": [[47, 3, 1, "", "BaseCensor"], [47, 3, 1, "", "BlurCensor"], [47, 3, 1, "", "ColorCensor"], [47, 3, 1, "", "PixelateCensor"], [47, 1, 1, "", "censor_areas"], [47, 1, 1, "", "censor_nsfw"], [47, 1, 1, "", "register_censor_method"]], "imgutils.operate.censor_.BaseCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.BlurCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.ColorCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.PixelateCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor": [[48, 3, 1, "", "EmojiBasedCensor"], [48, 3, 1, "", "ImageBasedCensor"], [48, 3, 1, "", "SingleImage"]], "imgutils.operate.imgcensor.EmojiBasedCensor": [[48, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor.ImageBasedCensor": [[48, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor.SingleImage": [[48, 4, 1, "", "__init__"], [48, 4, 1, "", "find_for_area"], [48, 5, 1, "", "height"], [48, 5, 1, "", "width"]], "imgutils.operate.squeeze": [[50, 1, 1, "", "squeeze"], [50, 1, 1, "", "squeeze_with_transparency"]], "imgutils.pose": [[51, 0, 0, "-", "dwpose"], [52, 0, 0, "-", "format"], [54, 0, 0, "-", "visual"]], "imgutils.pose.dwpose": [[51, 1, 1, "", "dwpose_estimate"]], "imgutils.pose.format": [[52, 3, 1, "", "OP18KeyPointSet"], [52, 2, 1, "", "OP18_BODY_MAX"], [52, 2, 1, "", "OP18_BODY_MIN"], [52, 2, 1, "", "OP18_FACE_MAX"], [52, 2, 1, "", "OP18_FACE_MIN"], [52, 2, 1, "", "OP18_LEFT_FOOT_MAX"], [52, 2, 1, "", "OP18_LEFT_FOOT_MIN"], [52, 2, 1, "", "OP18_LEFT_HAND_MAX"], [52, 2, 1, "", "OP18_LEFT_HAND_MIN"], [52, 2, 1, "", "OP18_RIGHT_FOOT_MAX"], [52, 2, 1, "", "OP18_RIGHT_FOOT_MIN"], [52, 2, 1, "", "OP18_RIGHT_HAND_MAX"], [52, 2, 1, "", "OP18_RIGHT_HAND_MIN"], [52, 6, 1, "", "OpenPose18"]], "imgutils.pose.format.OP18KeyPointSet": [[52, 4, 1, "", "__init__"], [52, 4, 1, "", "__mul__"], [52, 4, 1, "", "__truediv__"], [52, 5, 1, "", "body"], [52, 5, 1, "", "face"], [52, 5, 1, "", "left_foot"], [52, 5, 1, "", "left_hand"], [52, 5, 1, "", "right_foot"], [52, 5, 1, "", "right_hand"]], "imgutils.pose.format.OpenPose18": [[52, 7, 1, "", "LEFT_ANKLE"], [52, 7, 1, "", "LEFT_BIG_TOE"], [52, 7, 1, "", "LEFT_EAR"], [52, 7, 1, "", "LEFT_ELBOW"], [52, 7, 1, "", "LEFT_EYE"], [52, 7, 1, "", "LEFT_HEEL"], [52, 7, 1, "", "LEFT_HIP"], [52, 7, 1, "", "LEFT_KNEE"], [52, 7, 1, "", "LEFT_SHOULDER"], [52, 7, 1, "", "LEFT_SMALL_TOE"], [52, 7, 1, "", "LEFT_WRIST"], [52, 7, 1, "", "NECK"], [52, 7, 1, "", "NOSE"], [52, 7, 1, "", "RIGHT_ANKLE"], [52, 7, 1, "", "RIGHT_BIG_TOE"], [52, 7, 1, "", "RIGHT_EAR"], [52, 7, 1, "", "RIGHT_ELBOW"], [52, 7, 1, "", "RIGHT_EYE"], [52, 7, 1, "", "RIGHT_HEEL"], [52, 7, 1, "", "RIGHT_HIP"], [52, 7, 1, "", "RIGHT_KNEE"], [52, 7, 1, "", "RIGHT_SHOULDER"], [52, 7, 1, "", "RIGHT_SMALL_TOE"], [52, 7, 1, "", "RIGHT_WRIST"]], "imgutils.pose.visual": [[54, 1, 1, "", "op18_visualize"]], "imgutils.preprocess": [[55, 0, 0, "-", "base"], [57, 0, 0, "-", "pillow"], [58, 0, 0, "-", "torchvision"], [59, 0, 0, "-", "transformers"]], "imgutils.preprocess.base": [[55, 3, 1, "", "NotParseTarget"]], "imgutils.preprocess.pillow": [[57, 1, 1, "", "create_pillow_transforms"], [57, 1, 1, "", "parse_pillow_transforms"], [57, 1, 1, "", "register_pillow_parse"], [57, 1, 1, "", "register_pillow_transform"]], "imgutils.preprocess.torchvision": [[58, 1, 1, "", "create_torchvision_transforms"], [58, 1, 1, "", "parse_torchvision_transforms"], [58, 1, 1, "", "register_torchvision_parse"], [58, 1, 1, "", "register_torchvision_transform"]], "imgutils.preprocess.transformers": [[59, 3, 1, "", "NotProcessorTypeError"], [59, 1, 1, "", "convert_to_size_dict"], [59, 1, 1, "", "create_bit_transforms"], [59, 1, 1, "", "create_blip_transforms"], [59, 1, 1, "", "create_clip_transforms"], [59, 1, 1, "", "create_convnext_transforms"], [59, 1, 1, "", "create_mobilenetv2_transforms"], [59, 1, 1, "", "create_siglip_transforms"], [59, 1, 1, "", "create_transforms_from_bit_processor"], [59, 1, 1, "", "create_transforms_from_blip_processor"], [59, 1, 1, "", "create_transforms_from_clip_processor"], [59, 1, 1, "", "create_transforms_from_convnext_processor"], [59, 1, 1, "", "create_transforms_from_mobilenetv2_processor"], [59, 1, 1, "", "create_transforms_from_siglip_processor"], [59, 1, 1, "", "create_transforms_from_transformers"], [59, 1, 1, "", "create_transforms_from_vit_processor"], [59, 1, 1, "", "create_vit_transforms"], [59, 1, 1, "", "get_size_dict"], [59, 1, 1, "", "is_valid_size_dict"], [59, 1, 1, "", "register_creators_for_transformers"]], "imgutils.resource": [[60, 0, 0, "-", "background"]], "imgutils.resource.background": [[60, 3, 1, "", "BackgroundImageSet"], [60, 1, 1, "", "get_bg_image"], [60, 1, 1, "", "get_bg_image_file"], [60, 1, 1, "", "list_bg_image_files"], [60, 1, 1, "", "random_bg_image"], [60, 1, 1, "", "random_bg_image_file"]], "imgutils.resource.background.BackgroundImageSet": [[60, 4, 1, "", "__init__"], [60, 4, 1, "", "get_image"], [60, 4, 1, "", "get_image_file"], [60, 4, 1, "", "list_image_files"], [60, 4, 1, "", "random_image"], [60, 4, 1, "", "random_image_file"]], "imgutils.restore": [[62, 0, 0, "-", "adversarial"], [64, 0, 0, "-", "nafnet"], [65, 0, 0, "-", "scunet"]], "imgutils.restore.adversarial": [[62, 1, 1, "", "remove_adversarial_noise"]], "imgutils.restore.nafnet": [[64, 1, 1, "", "restore_with_nafnet"]], "imgutils.restore.scunet": [[65, 1, 1, "", "restore_with_scunet"]], "imgutils.sd": [[67, 0, 0, "-", "metadata"], [68, 0, 0, "-", "model"], [69, 0, 0, "-", "nai"]], "imgutils.sd.metadata": [[67, 3, 1, "", "SDMetaData"], [67, 1, 1, "", "get_sdmeta_from_image"], [67, 1, 1, "", "parse_sdmeta_from_text"], [67, 1, 1, "", "save_image_with_sdmeta"]], "imgutils.sd.metadata.SDMetaData": [[67, 4, 1, "", "__str__"], [67, 5, 1, "", "pnginfo"], [67, 5, 1, "", "text"]], "imgutils.sd.model": [[68, 1, 1, "", "read_metadata"], [68, 1, 1, "", "save_with_metadata"]], "imgutils.sd.nai": [[69, 3, 1, "", "NAIMetaData"], [69, 3, 1, "", "NAIMetadata"], [69, 1, 1, "", "add_naimeta_to_image"], [69, 1, 1, "", "get_naimeta_from_image"], [69, 1, 1, "", "save_image_with_naimeta"]], "imgutils.sd.nai.NAIMetaData": [[69, 4, 1, "", "__init__"], [69, 5, 1, "", "pnginfo"]], "imgutils.segment": [[71, 0, 0, "-", "isnetis"]], "imgutils.segment.isnetis": [[71, 1, 1, "", "get_isnetis_mask"], [71, 1, 1, "", "segment_rgba_with_isnetis"], [71, 1, 1, "", "segment_with_isnetis"]], "imgutils.tagging": [[72, 0, 0, "-", "blacklist"], [73, 0, 0, "-", "character"], [74, 0, 0, "-", "deepdanbooru"], [75, 0, 0, "-", "deepgelbooru"], [76, 0, 0, "-", "format"], [78, 0, 0, "-", "match"], [79, 0, 0, "-", "mldanbooru"], [80, 0, 0, "-", "order"], [81, 0, 0, "-", "overlap"], [82, 0, 0, "-", "wd14"]], "imgutils.tagging.blacklist": [[72, 1, 1, "", "drop_blacklisted_tags"], [72, 1, 1, "", "is_blacklisted"]], "imgutils.tagging.character": [[73, 2, 1, "", "CHAR_PREFIXES"], [73, 2, 1, "", "CHAR_SUFFIXES"], [73, 2, 1, "", "CHAR_WHITELIST_PREFIX"], [73, 2, 1, "", "CHAR_WHITELIST_SUFFIX"], [73, 2, 1, "", "CHAR_WHITELIST_WORD"], [73, 3, 1, "", "CharacterTagPool"], [73, 1, 1, "", "drop_basic_character_tags"], [73, 1, 1, "", "is_basic_character_tag"]], "imgutils.tagging.character.CharacterTagPool": [[73, 4, 1, "", "__init__"], [73, 4, 1, "", "drop_basic_character_tags"], [73, 4, 1, "", "is_basic_character_tag"]], "imgutils.tagging.deepdanbooru": [[74, 1, 1, "", "get_deepdanbooru_tags"]], "imgutils.tagging.deepgelbooru": [[75, 1, 1, "", "get_deepgelbooru_tags"]], "imgutils.tagging.format": [[76, 1, 1, "", "add_underline"], [76, 1, 1, "", "remove_underline"], [76, 1, 1, "", "tags_to_text"]], "imgutils.tagging.match": [[78, 1, 1, "", "tag_match_full"], [78, 1, 1, "", "tag_match_prefix"], [78, 1, 1, "", "tag_match_suffix"]], "imgutils.tagging.mldanbooru": [[79, 1, 1, "", "get_mldanbooru_tags"]], "imgutils.tagging.order": [[80, 1, 1, "", "sort_tags"]], "imgutils.tagging.overlap": [[81, 1, 1, "", "drop_overlap_tags"]], "imgutils.tagging.wd14": [[82, 1, 1, "", "convert_wd14_emb_to_prediction"], [82, 1, 1, "", "denormalize_wd14_emb"], [82, 1, 1, "", "get_wd14_tags"]], "imgutils.upscale": [[83, 0, 0, "-", "cdc"]], "imgutils.upscale.cdc": [[83, 1, 1, "", "upscale_with_cdc"]], "imgutils.utils": [[85, 0, 0, "-", "cache"], [86, 0, 0, "-", "func"], [88, 0, 0, "-", "onnxruntime"]], "imgutils.utils.cache": [[85, 1, 1, "", "ts_lru_cache"]], "imgutils.utils.func": [[86, 1, 1, "", "sigmoid"]], "imgutils.utils.onnxruntime": [[88, 1, 1, "", "get_onnx_provider"], [88, 1, 1, "", "open_onnx_model"]], "imgutils.validate": [[89, 0, 0, "-", "aicheck"], [90, 0, 0, "-", "bangumi_char"], [91, 0, 0, "-", "classify"], [92, 0, 0, "-", "color"], [93, 0, 0, "-", "completeness"], [94, 0, 0, "-", "dbrating"], [95, 0, 0, "-", "furry"], [97, 0, 0, "-", "monochrome"], [98, 0, 0, "-", "nsfw"], [99, 0, 0, "-", "portrait"], [100, 0, 0, "-", "rating"], [101, 0, 0, "-", "real"], [102, 0, 0, "-", "safe"], [103, 0, 0, "-", "style_age"], [104, 0, 0, "-", "teen"], [105, 0, 0, "-", "truncate"]], "imgutils.validate.aicheck": [[89, 1, 1, "", "get_ai_created_score"], [89, 1, 1, "", "is_ai_created"]], "imgutils.validate.bangumi_char": [[90, 1, 1, "", "anime_bangumi_char"], [90, 1, 1, "", "anime_bangumi_char_score"]], "imgutils.validate.classify": [[91, 1, 1, "", "anime_classify"], [91, 1, 1, "", "anime_classify_score"]], "imgutils.validate.color": [[92, 1, 1, "", "is_greyscale"]], "imgutils.validate.completeness": [[93, 1, 1, "", "anime_completeness"], [93, 1, 1, "", "anime_completeness_score"]], "imgutils.validate.dbrating": [[94, 1, 1, "", "anime_dbrating"], [94, 1, 1, "", "anime_dbrating_score"]], "imgutils.validate.furry": [[95, 1, 1, "", "anime_furry"], [95, 1, 1, "", "anime_furry_score"]], "imgutils.validate.monochrome": [[97, 1, 1, "", "get_monochrome_score"], [97, 1, 1, "", "is_monochrome"]], "imgutils.validate.nsfw": [[98, 1, 1, "", "nsfw_pred"], [98, 1, 1, "", "nsfw_pred_score"]], "imgutils.validate.portrait": [[99, 1, 1, "", "anime_portrait"], [99, 1, 1, "", "anime_portrait_score"]], "imgutils.validate.rating": [[100, 1, 1, "", "anime_rating"], [100, 1, 1, "", "anime_rating_score"]], "imgutils.validate.real": [[101, 1, 1, "", "anime_real"], [101, 1, 1, "", "anime_real_score"]], "imgutils.validate.safe": [[102, 1, 1, "", "safe_check"], [102, 1, 1, "", "safe_check_score"]], "imgutils.validate.style_age": [[103, 1, 1, "", "anime_style_age"], [103, 1, 1, "", "anime_style_age_score"]], "imgutils.validate.teen": [[104, 1, 1, "", "anime_teen"], [104, 1, 1, "", "anime_teen_score"]], "imgutils.validate.truncate": [[105, 1, 1, "", "is_truncated_file"]]}, "objtypes": {"0": "py:module", "1": "py:function", "2": "py:data", "3": "py:class", "4": "py:method", "5": "py:property", "6": "py:enum", "7": "py:attribute"}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "function", "Python function"], "2": ["py", "data", "Python data"], "3": ["py", "class", "Python class"], "4": ["py", "method", "Python method"], "5": ["py", "property", "Python property"], "6": ["py", "enum", "Python enum"], "7": ["py", "attribute", "Python attribute"]}, "titleterms": {"imgutil": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106], "ascii": [0, 1], "draw": 0, "ascii_draw": 0, "config": [2, 3], "meta": 3, "__title__": 3, "__version__": 3, "__description__": 3, "__author__": 3, "__author_email__": 3, "data": [4, 5, 6, 7, 8, 9, 10, 11], "background": [4, 60], "grid_background": 4, "grid_transpar": 4, "blob": 5, "to_blob_url": 5, "load_image_from_blob_url": 5, "is_valid_image_blob_url": 5, "decod": 6, "rgb_decod": 6, "encod": 7, "rgb_encod": 7, "imag": 8, "load_imag": 8, "has_alpha_channel": 8, "layer": 10, "istack": 10, "url": 11, "download_image_from_url": 11, "is_http_url": 11, "detect": [12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24], "booru_yolo": 12, "model": [12, 68], "label": 12, "descript": 12, "avail": 12, "pp": 12, "seri": 12, "AS": 12, "aa": 12, "detect_with_booru_yolo": 12, "censor": 13, "detect_censor": 13, "ey": 14, "detect_ey": 14, "face": 15, "detect_fac": 15, "halfbodi": 16, "detect_halfbodi": 16, "hand": 17, "detect_hand": 17, "head": 18, "detect_head": 18, "nudenet": 20, "detect_with_nudenet": 20, "person": 21, "detect_person": 21, "similar": 22, "calculate_i": 22, "bboxes_similar": 22, "detection_similar": 22, "text": 23, "detect_text": 23, "visual": [24, 54], "detection_visu": 24, "edg": [25, 26, 27, 28], "canni": 25, "get_edge_by_canni": 25, "edge_image_with_canni": 25, "lineart": 27, "get_edge_by_lineart": 27, "edge_image_with_lineart": 27, "lineart_anim": 28, "get_edge_by_lineart_anim": 28, "edge_image_with_lineart_anim": 28, "gener": [29, 30, 31, 32, 33, 34], "classifi": [29, 91], "classifymodel": 29, "classify_predict_scor": 29, "classify_predict": 29, "classify_predict_fmt": 29, "clip": 30, "clipmodel": 30, "clip_image_encod": 30, "clip_text_encod": 30, "clip_predict": 30, "enhanc": 31, "imageenhanc": 31, "siglip": 33, "siglipmodel": 33, "siglip_image_encod": 33, "siglip_text_encod": 33, "siglip_predict": 33, "yolo": 34, "yolomodel": 34, "yolo_predict": 34, "metadata": [35, 36, 37, 67], "geninfo": 35, "read_geninfo_paramet": 35, "read_geninfo_exif": 35, "read_geninfo_gif": 35, "write_geninfo_paramet": 35, "write_geninfo_exif": 35, "write_geninfo_gif": 35, "lsb": 37, "read_lsb_raw_byt": 37, "read_lsb_metadata": 37, "write_lsb_raw_byt": 37, "write_lsb_metadata": 37, "lsbreaderror": 37, "lsbextractor": 37, "imagelsbdataextractor": 37, "serialize_pnginfo": 37, "serialize_json": 37, "inject_data": 37, "metric": [38, 39, 40, 41, 42, 43, 44], "aesthet": 38, "get_aesthetic_scor": 38, "ccip": 39, "ccip_extract_featur": 39, "ccip_batch_extract_featur": 39, "ccip_default_threshold": 39, "ccip_differ": 39, "ccip_sam": 39, "ccip_batch_differ": 39, "ccip_batch_sam": 39, "ccip_default_clustering_param": 39, "ccip_clust": 39, "ccip_merg": 39, "dbaesthet": 40, "anime_dbaesthet": 40, "laplacian": 42, "laplacian_scor": 42, "lpip": 43, "lpips_extract_featur": 43, "lpips_differ": 43, "lpips_clust": 43, "psnr_": 44, "psnr": 44, "ocr": 45, "detect_text_with_ocr": 45, "list_det_model": 45, "list_rec_model": 45, "oper": [46, 47, 48, 49, 50], "align": 46, "align_maxs": 46, "censor_": 47, "censor_area": 47, "censor_nsfw": 47, "basecensor": 47, "colorcensor": 47, "blurcensor": 47, "pixelatecensor": 47, "register_censor_method": 47, "imgcensor": 48, "imagebasedcensor": 48, "emojibasedcensor": 48, "singleimag": 48, "squeez": 50, "squeeze_with_transpar": 50, "pose": [51, 52, 53, 54], "dwpose": 51, "dwpose_estim": 51, "format": [52, 76], "op18keypointset": 52, "openpose18": 52, "op18_body_max": 52, "op18_body_min": 52, "op18_face_max": 52, "op18_face_min": 52, "op18_left_foot_max": 52, "op18_left_foot_min": 52, "op18_left_hand_max": 52, "op18_left_hand_min": 52, "op18_right_foot_max": 52, "op18_right_foot_min": 52, "op18_right_hand_max": 52, "op18_right_hand_min": 52, "op18_visu": 54, "preprocess": [55, 56, 57, 58, 59], "base": 55, "notparsetarget": 55, "pillow": 57, "register_pillow_transform": 57, "register_pillow_pars": 57, "create_pillow_transform": 57, "parse_pillow_transform": 57, "torchvis": 58, "register_torchvision_transform": 58, "register_torchvision_pars": 58, "create_torchvision_transform": 58, "parse_torchvision_transform": 58, "transform": 59, "register_creators_for_transform": 59, "notprocessortypeerror": 59, "create_transforms_from_transform": 59, "is_valid_size_dict": 59, "convert_to_size_dict": 59, "get_size_dict": 59, "create_clip_transform": 59, "create_transforms_from_clip_processor": 59, "create_convnext_transform": 59, "create_transforms_from_convnext_processor": 59, "create_vit_transform": 59, "create_transforms_from_vit_processor": 59, "create_siglip_transform": 59, "create_transforms_from_siglip_processor": 59, "create_bit_transform": 59, "create_transforms_from_bit_processor": 59, "create_blip_transform": 59, "create_transforms_from_blip_processor": 59, "create_mobilenetv2_transform": 59, "create_transforms_from_mobilenetv2_processor": 59, "resourc": [60, 61], "backgroundimageset": 60, "list_bg_image_fil": 60, "get_bg_image_fil": 60, "get_bg_imag": 60, "random_bg_image_fil": 60, "random_bg_imag": 60, "restor": [62, 63, 64, 65], "adversari": 62, "remove_adversarial_nois": 62, "nafnet": 64, "restore_with_nafnet": 64, "scunet": 65, "restore_with_scunet": 65, "sd": [66, 67, 68, 69], "sdmetadata": 67, "parse_sdmeta_from_text": 67, "get_sdmeta_from_imag": 67, "save_image_with_sdmeta": 67, "read_metadata": 68, "save_with_metadata": 68, "nai": 69, "naimetadata": 69, "get_naimeta_from_imag": 69, "add_naimeta_to_imag": 69, "save_image_with_naimeta": 69, "segment": [70, 71], "isneti": 71, "get_isnetis_mask": 71, "segment_with_isneti": 71, "segment_rgba_with_isneti": 71, "tag": [72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82], "blacklist": 72, "is_blacklist": 72, "drop_blacklisted_tag": 72, "charact": 73, "char_whitelist_suffix": 73, "char_whitelist_prefix": 73, "char_whitelist_word": 73, "char_suffix": 73, "char_prefix": 73, "charactertagpool": 73, "is_basic_character_tag": 73, "drop_basic_character_tag": 73, "deepdanbooru": 74, "get_deepdanbooru_tag": 74, "deepgelbooru": 75, "get_deepgelbooru_tag": 75, "add_underlin": 76, "remove_underlin": 76, "tags_to_text": 76, "match": 78, "tag_match_suffix": 78, "tag_match_prefix": 78, "tag_match_ful": 78, "mldanbooru": 79, "get_mldanbooru_tag": 79, "order": 80, "sort_tag": 80, "overlap": 81, "drop_overlap_tag": 81, "wd14": 82, "get_wd14_tag": 82, "convert_wd14_emb_to_predict": 82, "denormalize_wd14_emb": 82, "upscal": [83, 84], "cdc": 83, "upscale_with_cdc": 83, "util": [85, 86, 87, 88], "cach": 85, "ts_lru_cach": 85, "func": 86, "sigmoid": 86, "onnxruntim": 88, "get_onnx_provid": 88, "open_onnx_model": 88, "valid": [89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105], "aicheck": 89, "get_ai_created_scor": 89, "is_ai_cr": 89, "bangumi_char": 90, "anime_bangumi_char_scor": 90, "anime_bangumi_char": 90, "anime_classify_scor": 91, "anime_classifi": 91, "color": 92, "is_greyscal": 92, "complet": 93, "anime_completeness_scor": 93, "anime_complet": 93, "dbrate": 94, "anime_dbrating_scor": 94, "anime_dbr": 94, "furri": 95, "anime_furry_scor": 95, "anime_furri": 95, "monochrom": 97, "get_monochrome_scor": 97, "is_monochrom": 97, "nsfw": 98, "nsfw_pred_scor": 98, "nsfw_pred": 98, "portrait": 99, "anime_portrait_scor": 99, "anime_portrait": 99, "rate": 100, "anime_rating_scor": 100, "anime_r": [100, 101], "real": 101, "anime_real_scor": 101, "safe": 102, "safe_check_scor": 102, "safe_check": 102, "style_ag": 103, "anime_style_age_scor": 103, "anime_style_ag": 103, "teen": 104, "anime_teen_scor": 104, "anime_teen": 104, "truncat": 105, "is_truncated_fil": 105, "welcom": 106, "": 106, "document": 106, "overview": 106, "tutori": 106, "inform": [106, 107, 108], "api": 106, "run": [107, 108], "environ": [107, 108], "instal": 109, "quick": 110, "start": 110}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.viewcode": 1, "sphinx.ext.todo": 2, "nbsphinx": 4, "sphinx": 58}, "alltitles": {"imgutils.ascii.drawing": [[0, "module-imgutils.ascii.drawing"]], "ascii_drawing": [[0, "ascii-drawing"]], "imgutils.ascii": [[1, "module-imgutils.ascii"]], "imgutils.config": [[2, "module-imgutils.config"]], "imgutils.config.meta": [[3, "module-imgutils.config.meta"]], "__TITLE__": [[3, "title"]], "__VERSION__": [[3, "version"]], "__DESCRIPTION__": [[3, "description"]], "__AUTHOR__": [[3, "author"]], "__AUTHOR_EMAIL__": [[3, "author-email"]], "imgutils.data.background": [[4, "module-imgutils.data.background"]], "grid_background": [[4, "grid-background"]], "grid_transparent": [[4, "grid-transparent"]], "imgutils.data.blob": [[5, "module-imgutils.data.blob"]], "to_blob_url": [[5, "to-blob-url"]], "load_image_from_blob_url": [[5, "load-image-from-blob-url"]], "is_valid_image_blob_url": [[5, "is-valid-image-blob-url"]], "imgutils.data.decode": [[6, "module-imgutils.data.decode"]], "rgb_decode": [[6, "rgb-decode"]], "imgutils.data.encode": [[7, "module-imgutils.data.encode"]], "rgb_encode": [[7, "rgb-encode"]], "imgutils.data.image": [[8, "module-imgutils.data.image"]], "load_image": [[8, "load-image"]], "load_images": [[8, "load-images"]], "has_alpha_channel": [[8, "has-alpha-channel"]], "imgutils.data": [[9, "module-imgutils.data"]], "imgutils.data.layer": [[10, "module-imgutils.data.layer"]], "istack": [[10, "istack"]], "imgutils.data.url": [[11, "module-imgutils.data.url"]], "download_image_from_url": [[11, "download-image-from-url"]], "is_http_url": [[11, "is-http-url"]], "imgutils.detect.booru_yolo": [[12, "module-imgutils.detect.booru_yolo"]], "Model Labels and Descriptions": [[12, "id1"]], "Available Models (PP Series)": [[12, "id2"]], "Available Models (AS Series)": [[12, "id3"]], "Available Models (AA Series)": [[12, "id4"]], "detect_with_booru_yolo": [[12, "detect-with-booru-yolo"]], "imgutils.detect.censor": [[13, "module-imgutils.detect.censor"]], "detect_censors": [[13, "detect-censors"]], "imgutils.detect.eye": [[14, "module-imgutils.detect.eye"]], "detect_eyes": [[14, "detect-eyes"]], "imgutils.detect.face": [[15, "module-imgutils.detect.face"]], "detect_faces": [[15, "detect-faces"]], "imgutils.detect.halfbody": [[16, "module-imgutils.detect.halfbody"]], "detect_halfbody": [[16, "detect-halfbody"]], "imgutils.detect.hand": [[17, "module-imgutils.detect.hand"]], "detect_hands": [[17, "detect-hands"]], "imgutils.detect.head": [[18, "module-imgutils.detect.head"]], "detect_heads": [[18, "detect-heads"]], "imgutils.detect": [[19, "module-imgutils.detect"]], "imgutils.detect.nudenet": [[20, "module-imgutils.detect.nudenet"]], "detect_with_nudenet": [[20, "detect-with-nudenet"]], "imgutils.detect.person": [[21, "module-imgutils.detect.person"]], "detect_person": [[21, "detect-person"]], "imgutils.detect.similarity": [[22, "module-imgutils.detect.similarity"]], "calculate_iou": [[22, "calculate-iou"]], "bboxes_similarity": [[22, "bboxes-similarity"]], "detection_similarity": [[22, "detection-similarity"]], "imgutils.detect.text": [[23, "module-imgutils.detect.text"]], "detect_text": [[23, "detect-text"]], "imgutils.detect.visual": [[24, "module-imgutils.detect.visual"]], "detection_visualize": [[24, "detection-visualize"]], "imgutils.edge.canny": [[25, "module-imgutils.edge.canny"]], "get_edge_by_canny": [[25, "get-edge-by-canny"]], "edge_image_with_canny": [[25, "edge-image-with-canny"]], "imgutils.edge": [[26, "module-imgutils.edge"]], "imgutils.edge.lineart": [[27, "module-imgutils.edge.lineart"]], "get_edge_by_lineart": [[27, "get-edge-by-lineart"]], "edge_image_with_lineart": [[27, "edge-image-with-lineart"]], "imgutils.edge.lineart_anime": [[28, "module-imgutils.edge.lineart_anime"]], "get_edge_by_lineart_anime": [[28, "get-edge-by-lineart-anime"]], "edge_image_with_lineart_anime": [[28, "edge-image-with-lineart-anime"]], "imgutils.generic.classify": [[29, "module-imgutils.generic.classify"]], "ClassifyModel": [[29, "classifymodel"]], "classify_predict_score": [[29, "classify-predict-score"]], "classify_predict": [[29, "classify-predict"]], "classify_predict_fmt": [[29, "classify-predict-fmt"]], "imgutils.generic.clip": [[30, "module-imgutils.generic.clip"]], "CLIPModel": [[30, "clipmodel"]], "clip_image_encode": [[30, "clip-image-encode"]], "clip_text_encode": [[30, "clip-text-encode"]], "clip_predict": [[30, "clip-predict"]], "imgutils.generic.enhance": [[31, "module-imgutils.generic.enhance"]], "ImageEnhancer": [[31, "imageenhancer"]], "imgutils.generic": [[32, "module-imgutils.generic"]], "imgutils.generic.siglip": [[33, "module-imgutils.generic.siglip"]], "SigLIPModel": [[33, "siglipmodel"]], "siglip_image_encode": [[33, "siglip-image-encode"]], "siglip_text_encode": [[33, "siglip-text-encode"]], "siglip_predict": [[33, "siglip-predict"]], "imgutils.generic.yolo": [[34, "module-imgutils.generic.yolo"]], "YOLOModel": [[34, "yolomodel"]], "yolo_predict": [[34, "yolo-predict"]], "imgutils.metadata.geninfo": [[35, "module-imgutils.metadata.geninfo"]], "read_geninfo_parameters": [[35, "read-geninfo-parameters"]], "read_geninfo_exif": [[35, "read-geninfo-exif"]], "read_geninfo_gif": [[35, "read-geninfo-gif"]], "write_geninfo_parameters": [[35, "write-geninfo-parameters"]], "write_geninfo_exif": [[35, "write-geninfo-exif"]], "write_geninfo_gif": [[35, "write-geninfo-gif"]], "imgutils.metadata": [[36, "module-imgutils.metadata"]], "imgutils.metadata.lsb": [[37, "module-imgutils.metadata.lsb"]], "read_lsb_raw_bytes": [[37, "read-lsb-raw-bytes"]], "read_lsb_metadata": [[37, "read-lsb-metadata"]], "write_lsb_raw_bytes": [[37, "write-lsb-raw-bytes"]], "write_lsb_metadata": [[37, "write-lsb-metadata"]], "LSBReadError": [[37, "lsbreaderror"]], "LSBExtractor": [[37, "lsbextractor"]], "ImageLsbDataExtractor": [[37, "imagelsbdataextractor"]], "serialize_pnginfo": [[37, "serialize-pnginfo"]], "serialize_json": [[37, "serialize-json"]], "inject_data": [[37, "inject-data"]], "imgutils.metrics.aesthetic": [[38, "module-imgutils.metrics.aesthetic"]], "get_aesthetic_score": [[38, "get-aesthetic-score"]], "imgutils.metrics.ccip": [[39, "module-imgutils.metrics.ccip"]], "ccip_extract_feature": [[39, "ccip-extract-feature"]], "ccip_batch_extract_features": [[39, "ccip-batch-extract-features"]], "ccip_default_threshold": [[39, "ccip-default-threshold"]], "ccip_difference": [[39, "ccip-difference"]], "ccip_same": [[39, "ccip-same"]], "ccip_batch_differences": [[39, "ccip-batch-differences"]], "ccip_batch_same": [[39, "ccip-batch-same"]], "ccip_default_clustering_params": [[39, "ccip-default-clustering-params"]], "ccip_clustering": [[39, "ccip-clustering"]], "ccip_merge": [[39, "ccip-merge"]], "imgutils.metrics.dbaesthetic": [[40, "module-imgutils.metrics.dbaesthetic"]], "anime_dbaesthetic": [[40, "anime-dbaesthetic"]], "imgutils.metrics": [[41, "module-imgutils.metrics"]], "imgutils.metrics.laplacian": [[42, "module-imgutils.metrics.laplacian"]], "laplacian_score": [[42, "laplacian-score"]], "imgutils.metrics.lpips": [[43, "module-imgutils.metrics.lpips"]], "lpips_extract_feature": [[43, "lpips-extract-feature"]], "lpips_difference": [[43, "lpips-difference"]], "lpips_clustering": [[43, "lpips-clustering"]], "imgutils.metrics.psnr_": [[44, "module-imgutils.metrics.psnr_"]], "psnr": [[44, "id1"]], "imgutils.ocr": [[45, "module-imgutils.ocr"]], "detect_text_with_ocr": [[45, "detect-text-with-ocr"]], "ocr": [[45, "ocr"]], "list_det_models": [[45, "list-det-models"]], "list_rec_models": [[45, "list-rec-models"]], "imgutils.operate.align": [[46, "module-imgutils.operate.align"]], "align_maxsize": [[46, "align-maxsize"]], "imgutils.operate.censor_": [[47, "module-imgutils.operate.censor_"]], "censor_areas": [[47, "censor-areas"]], "censor_nsfw": [[47, "censor-nsfw"]], "BaseCensor": [[47, "basecensor"]], "ColorCensor": [[47, "colorcensor"]], "BlurCensor": [[47, "blurcensor"]], "PixelateCensor": [[47, "pixelatecensor"]], "register_censor_method": [[47, "register-censor-method"]], "imgutils.operate.imgcensor": [[48, "module-imgutils.operate.imgcensor"]], "ImageBasedCensor": [[48, "imagebasedcensor"]], "EmojiBasedCensor": [[48, "emojibasedcensor"]], "SingleImage": [[48, "singleimage"]], "imgutils.operate": [[49, "module-imgutils.operate"]], "imgutils.operate.squeeze": [[50, "module-imgutils.operate.squeeze"]], "squeeze": [[50, "squeeze"]], "squeeze_with_transparency": [[50, "squeeze-with-transparency"]], "imgutils.pose.dwpose": [[51, "module-imgutils.pose.dwpose"]], "dwpose_estimate": [[51, "dwpose-estimate"]], "imgutils.pose.format": [[52, "module-imgutils.pose.format"]], "OP18KeyPointSet": [[52, "op18keypointset"]], "OpenPose18": [[52, "openpose18"]], "OP18_BODY_MAX": [[52, "op18-body-max"]], "OP18_BODY_MIN": [[52, "op18-body-min"]], "OP18_FACE_MAX": [[52, "op18-face-max"]], "OP18_FACE_MIN": [[52, "op18-face-min"]], "OP18_LEFT_FOOT_MAX": [[52, "op18-left-foot-max"]], "OP18_LEFT_FOOT_MIN": [[52, "op18-left-foot-min"]], "OP18_LEFT_HAND_MAX": [[52, "op18-left-hand-max"]], "OP18_LEFT_HAND_MIN": [[52, "op18-left-hand-min"]], "OP18_RIGHT_FOOT_MAX": [[52, "op18-right-foot-max"]], "OP18_RIGHT_FOOT_MIN": [[52, "op18-right-foot-min"]], "OP18_RIGHT_HAND_MAX": [[52, "op18-right-hand-max"]], "OP18_RIGHT_HAND_MIN": [[52, "op18-right-hand-min"]], "imgutils.pose": [[53, "module-imgutils.pose"]], "imgutils.pose.visual": [[54, "module-imgutils.pose.visual"]], "op18_visualize": [[54, "op18-visualize"]], "imgutils.preprocess.base": [[55, "module-imgutils.preprocess.base"]], "NotParseTarget": [[55, "notparsetarget"]], "imgutils.preprocess": [[56, "module-imgutils.preprocess"]], "imgutils.preprocess.pillow": [[57, "module-imgutils.preprocess.pillow"]], "register_pillow_transform": [[57, "register-pillow-transform"]], "register_pillow_parse": [[57, "register-pillow-parse"]], "create_pillow_transforms": [[57, "create-pillow-transforms"]], "parse_pillow_transforms": [[57, "parse-pillow-transforms"]], "imgutils.preprocess.torchvision": [[58, "module-imgutils.preprocess.torchvision"]], "register_torchvision_transform": [[58, "register-torchvision-transform"]], "register_torchvision_parse": [[58, "register-torchvision-parse"]], "create_torchvision_transforms": [[58, "create-torchvision-transforms"]], "parse_torchvision_transforms": [[58, "parse-torchvision-transforms"]], "imgutils.preprocess.transformers": [[59, "module-imgutils.preprocess.transformers"]], "register_creators_for_transformers": [[59, "register-creators-for-transformers"]], "NotProcessorTypeError": [[59, "notprocessortypeerror"]], "create_transforms_from_transformers": [[59, "create-transforms-from-transformers"]], "is_valid_size_dict": [[59, "is-valid-size-dict"]], "convert_to_size_dict": [[59, "convert-to-size-dict"]], "get_size_dict": [[59, "get-size-dict"]], "create_clip_transforms": [[59, "create-clip-transforms"]], "create_transforms_from_clip_processor": [[59, "create-transforms-from-clip-processor"]], "create_convnext_transforms": [[59, "create-convnext-transforms"]], "create_transforms_from_convnext_processor": [[59, "create-transforms-from-convnext-processor"]], "create_vit_transforms": [[59, "create-vit-transforms"]], "create_transforms_from_vit_processor": [[59, "create-transforms-from-vit-processor"]], "create_siglip_transforms": [[59, "create-siglip-transforms"]], "create_transforms_from_siglip_processor": [[59, "create-transforms-from-siglip-processor"]], "create_bit_transforms": [[59, "create-bit-transforms"]], "create_transforms_from_bit_processor": [[59, "create-transforms-from-bit-processor"]], "create_blip_transforms": [[59, "create-blip-transforms"]], "create_transforms_from_blip_processor": [[59, "create-transforms-from-blip-processor"]], "create_mobilenetv2_transforms": [[59, "create-mobilenetv2-transforms"]], "create_transforms_from_mobilenetv2_processor": [[59, "create-transforms-from-mobilenetv2-processor"]], "imgutils.resource.background": [[60, "module-imgutils.resource.background"]], "BackgroundImageSet": [[60, "backgroundimageset"]], "list_bg_image_files": [[60, "list-bg-image-files"]], "get_bg_image_file": [[60, "get-bg-image-file"]], "get_bg_image": [[60, "get-bg-image"]], "random_bg_image_file": [[60, "random-bg-image-file"]], "random_bg_image": [[60, "random-bg-image"]], "imgutils.resource": [[61, "module-imgutils.resource"]], "imgutils.restore.adversarial": [[62, "module-imgutils.restore.adversarial"]], "remove_adversarial_noise": [[62, "remove-adversarial-noise"]], "imgutils.restore": [[63, "module-imgutils.restore"]], "imgutils.restore.nafnet": [[64, "module-imgutils.restore.nafnet"]], "restore_with_nafnet": [[64, "restore-with-nafnet"]], "imgutils.restore.scunet": [[65, "module-imgutils.restore.scunet"]], "restore_with_scunet": [[65, "restore-with-scunet"]], "imgutils.sd": [[66, "module-imgutils.sd"]], "imgutils.sd.metadata": [[67, "module-imgutils.sd.metadata"]], "SDMetaData": [[67, "sdmetadata"]], "parse_sdmeta_from_text": [[67, "parse-sdmeta-from-text"]], "get_sdmeta_from_image": [[67, "get-sdmeta-from-image"]], "save_image_with_sdmeta": [[67, "save-image-with-sdmeta"]], "imgutils.sd.model": [[68, "module-imgutils.sd.model"]], "read_metadata": [[68, "read-metadata"]], "save_with_metadata": [[68, "save-with-metadata"]], "imgutils.sd.nai": [[69, "module-imgutils.sd.nai"]], "NAIMetaData": [[69, "naimetadata"]], "NAIMetadata": [[69, "id1"]], "get_naimeta_from_image": [[69, "get-naimeta-from-image"]], "add_naimeta_to_image": [[69, "add-naimeta-to-image"]], "save_image_with_naimeta": [[69, "save-image-with-naimeta"]], "imgutils.segment": [[70, "module-imgutils.segment"]], "imgutils.segment.isnetis": [[71, "module-imgutils.segment.isnetis"]], "get_isnetis_mask": [[71, "get-isnetis-mask"]], "segment_with_isnetis": [[71, "segment-with-isnetis"]], "segment_rgba_with_isnetis": [[71, "segment-rgba-with-isnetis"]], "imgutils.tagging.blacklist": [[72, "module-imgutils.tagging.blacklist"]], "is_blacklisted": [[72, "is-blacklisted"]], "drop_blacklisted_tags": [[72, "drop-blacklisted-tags"]], "imgutils.tagging.character": [[73, "module-imgutils.tagging.character"]], "CHAR_WHITELIST_SUFFIX": [[73, "char-whitelist-suffix"]], "CHAR_WHITELIST_PREFIX": [[73, "char-whitelist-prefix"]], "CHAR_WHITELIST_WORD": [[73, "char-whitelist-word"]], "CHAR_SUFFIXES": [[73, "char-suffixes"]], "CHAR_PREFIXES": [[73, "char-prefixes"]], "CharacterTagPool": [[73, "charactertagpool"]], "is_basic_character_tag": [[73, "is-basic-character-tag"]], "drop_basic_character_tags": [[73, "drop-basic-character-tags"]], "imgutils.tagging.deepdanbooru": [[74, "module-imgutils.tagging.deepdanbooru"]], "get_deepdanbooru_tags": [[74, "get-deepdanbooru-tags"]], "imgutils.tagging.deepgelbooru": [[75, "module-imgutils.tagging.deepgelbooru"]], "get_deepgelbooru_tags": [[75, "get-deepgelbooru-tags"]], "imgutils.tagging.format": [[76, "module-imgutils.tagging.format"]], "add_underline": [[76, "add-underline"]], "remove_underline": [[76, "remove-underline"]], "tags_to_text": [[76, "tags-to-text"]], "imgutils.tagging": [[77, "module-imgutils.tagging"]], "imgutils.tagging.match": [[78, "module-imgutils.tagging.match"]], "tag_match_suffix": [[78, "tag-match-suffix"]], "tag_match_prefix": [[78, "tag-match-prefix"]], "tag_match_full": [[78, "tag-match-full"]], "imgutils.tagging.mldanbooru": [[79, "module-imgutils.tagging.mldanbooru"]], "get_mldanbooru_tags": [[79, "get-mldanbooru-tags"]], "imgutils.tagging.order": [[80, "module-imgutils.tagging.order"]], "sort_tags": [[80, "sort-tags"]], "imgutils.tagging.overlap": [[81, "module-imgutils.tagging.overlap"]], "drop_overlap_tags": [[81, "drop-overlap-tags"]], "imgutils.tagging.wd14": [[82, "module-imgutils.tagging.wd14"]], "get_wd14_tags": [[82, "get-wd14-tags"]], "convert_wd14_emb_to_prediction": [[82, "convert-wd14-emb-to-prediction"]], "denormalize_wd14_emb": [[82, "denormalize-wd14-emb"]], "imgutils.upscale.cdc": [[83, "module-imgutils.upscale.cdc"]], "upscale_with_cdc": [[83, "upscale-with-cdc"]], "imgutils.upscale": [[84, "module-imgutils.upscale"]], "imgutils.utils.cache": [[85, "module-imgutils.utils.cache"]], "ts_lru_cache": [[85, "ts-lru-cache"]], "imgutils.utils.func": [[86, "module-imgutils.utils.func"]], "sigmoid": [[86, "sigmoid"]], "imgutils.utils": [[87, "module-imgutils.utils"]], "imgutils.utils.onnxruntime": [[88, "module-imgutils.utils.onnxruntime"]], "get_onnx_provider": [[88, "get-onnx-provider"]], "open_onnx_model": [[88, "open-onnx-model"]], "imgutils.validate.aicheck": [[89, "module-imgutils.validate.aicheck"]], "get_ai_created_score": [[89, "get-ai-created-score"]], "is_ai_created": [[89, "is-ai-created"]], "imgutils.validate.bangumi_char": [[90, "module-imgutils.validate.bangumi_char"]], "anime_bangumi_char_score": [[90, "anime-bangumi-char-score"]], "anime_bangumi_char": [[90, "anime-bangumi-char"]], "imgutils.validate.classify": [[91, "module-imgutils.validate.classify"]], "anime_classify_score": [[91, "anime-classify-score"]], "anime_classify": [[91, "anime-classify"]], "imgutils.validate.color": [[92, "module-imgutils.validate.color"]], "is_greyscale": [[92, "is-greyscale"]], "imgutils.validate.completeness": [[93, "module-imgutils.validate.completeness"]], "anime_completeness_score": [[93, "anime-completeness-score"]], "anime_completeness": [[93, "anime-completeness"]], "imgutils.validate.dbrating": [[94, "module-imgutils.validate.dbrating"]], "anime_dbrating_score": [[94, "anime-dbrating-score"]], "anime_dbrating": [[94, "anime-dbrating"]], "imgutils.validate.furry": [[95, "module-imgutils.validate.furry"]], "anime_furry_score": [[95, "anime-furry-score"]], "anime_furry": [[95, "anime-furry"]], "imgutils.validate": [[96, "module-imgutils.validate"]], "imgutils.validate.monochrome": [[97, "module-imgutils.validate.monochrome"]], "get_monochrome_score": [[97, "get-monochrome-score"]], "is_monochrome": [[97, "is-monochrome"]], "imgutils.validate.nsfw": [[98, "module-imgutils.validate.nsfw"]], "nsfw_pred_score": [[98, "nsfw-pred-score"]], "nsfw_pred": [[98, "nsfw-pred"]], "imgutils.validate.portrait": [[99, "module-imgutils.validate.portrait"]], "anime_portrait_score": [[99, "anime-portrait-score"]], "anime_portrait": [[99, "anime-portrait"]], "imgutils.validate.rating": [[100, "module-imgutils.validate.rating"]], "anime_rating_score": [[100, "anime-rating-score"]], "anime_rating": [[100, "anime-rating"]], "imgutils.validate.real": [[101, "module-imgutils.validate.real"]], "anime_real_score": [[101, "anime-real-score"]], "anime_real": [[101, "anime-real"]], "imgutils.validate.safe": [[102, "module-imgutils.validate.safe"]], "safe_check_score": [[102, "safe-check-score"]], "safe_check": [[102, "safe-check"]], "imgutils.validate.style_age": [[103, "module-imgutils.validate.style_age"]], "anime_style_age_score": [[103, "anime-style-age-score"]], "anime_style_age": [[103, "anime-style-age"]], "imgutils.validate.teen": [[104, "module-imgutils.validate.teen"]], "anime_teen_score": [[104, "anime-teen-score"]], "anime_teen": [[104, "anime-teen"]], "imgutils.validate.truncate": [[105, "module-imgutils.validate.truncate"]], "is_truncated_file": [[105, "is-truncated-file"]], "Welcome to imgutils\u2019s Documentation": [[106, "welcome-to-imgutils-s-documentation"]], "Overview": [[106, "overview"]], "Tutorials": [[106, null]], "Information": [[106, null]], "API Documentation": [[106, null]], "Run Environment Information": [[107, "Run-Environment-Information"], [108, "Run-Environment-Information"]], "Installation": [[109, "installation"]], "Quick Start": [[110, "quick-start"]]}, "indexentries": {"ascii_drawing() (in module imgutils.ascii.drawing)": [[0, "imgutils.ascii.drawing.ascii_drawing"]], "imgutils.ascii.drawing": [[0, "module-imgutils.ascii.drawing"]], "module": [[0, "module-imgutils.ascii.drawing"], [1, "module-imgutils.ascii"], [2, "module-imgutils.config"], [3, "module-imgutils.config.meta"], [4, "module-imgutils.data.background"], [5, "module-imgutils.data.blob"], [6, "module-imgutils.data.decode"], [7, "module-imgutils.data.encode"], [8, "module-imgutils.data.image"], [9, "module-imgutils.data"], [10, "module-imgutils.data.layer"], [11, "module-imgutils.data.url"], [12, "module-imgutils.detect.booru_yolo"], [13, "module-imgutils.detect.censor"], [14, "module-imgutils.detect.eye"], [15, "module-imgutils.detect.face"], [16, "module-imgutils.detect.halfbody"], [17, "module-imgutils.detect.hand"], [18, "module-imgutils.detect.head"], [19, "module-imgutils.detect"], [20, "module-imgutils.detect.nudenet"], [21, "module-imgutils.detect.person"], [22, "module-imgutils.detect.similarity"], [23, "module-imgutils.detect.text"], [24, "module-imgutils.detect.visual"], [25, "module-imgutils.edge.canny"], [26, "module-imgutils.edge"], [27, "module-imgutils.edge.lineart"], [28, "module-imgutils.edge.lineart_anime"], [29, "module-imgutils.generic.classify"], [30, "module-imgutils.generic.clip"], [31, "module-imgutils.generic.enhance"], [32, "module-imgutils.generic"], [33, "module-imgutils.generic.siglip"], [34, "module-imgutils.generic.yolo"], [35, "module-imgutils.metadata.geninfo"], [36, "module-imgutils.metadata"], [37, "module-imgutils.metadata.lsb"], [38, "module-imgutils.metrics.aesthetic"], [39, "module-imgutils.metrics.ccip"], [40, "module-imgutils.metrics.dbaesthetic"], [41, "module-imgutils.metrics"], [42, "module-imgutils.metrics.laplacian"], [43, "module-imgutils.metrics.lpips"], [44, "module-imgutils.metrics.psnr_"], [45, "module-imgutils.ocr"], [46, "module-imgutils.operate.align"], [47, "module-imgutils.operate.censor_"], [48, "module-imgutils.operate.imgcensor"], [49, "module-imgutils.operate"], [50, "module-imgutils.operate.squeeze"], [51, "module-imgutils.pose.dwpose"], [52, "module-imgutils.pose.format"], [53, "module-imgutils.pose"], [54, "module-imgutils.pose.visual"], [55, "module-imgutils.preprocess.base"], [56, "module-imgutils.preprocess"], [57, "module-imgutils.preprocess.pillow"], [58, "module-imgutils.preprocess.torchvision"], [59, "module-imgutils.preprocess.transformers"], [60, "module-imgutils.resource.background"], [61, "module-imgutils.resource"], [62, "module-imgutils.restore.adversarial"], [63, "module-imgutils.restore"], [64, "module-imgutils.restore.nafnet"], [65, "module-imgutils.restore.scunet"], [66, "module-imgutils.sd"], [67, "module-imgutils.sd.metadata"], [68, "module-imgutils.sd.model"], [69, "module-imgutils.sd.nai"], [70, "module-imgutils.segment"], [71, "module-imgutils.segment.isnetis"], [72, "module-imgutils.tagging.blacklist"], [73, "module-imgutils.tagging.character"], [74, "module-imgutils.tagging.deepdanbooru"], [75, "module-imgutils.tagging.deepgelbooru"], [76, "module-imgutils.tagging.format"], [77, "module-imgutils.tagging"], [78, "module-imgutils.tagging.match"], [79, "module-imgutils.tagging.mldanbooru"], [80, "module-imgutils.tagging.order"], [81, "module-imgutils.tagging.overlap"], [82, "module-imgutils.tagging.wd14"], [83, "module-imgutils.upscale.cdc"], [84, "module-imgutils.upscale"], [85, "module-imgutils.utils.cache"], [86, "module-imgutils.utils.func"], [87, "module-imgutils.utils"], [88, "module-imgutils.utils.onnxruntime"], [89, "module-imgutils.validate.aicheck"], [90, "module-imgutils.validate.bangumi_char"], [91, "module-imgutils.validate.classify"], [92, "module-imgutils.validate.color"], [93, "module-imgutils.validate.completeness"], [94, "module-imgutils.validate.dbrating"], [95, "module-imgutils.validate.furry"], [96, "module-imgutils.validate"], [97, "module-imgutils.validate.monochrome"], [98, "module-imgutils.validate.nsfw"], [99, "module-imgutils.validate.portrait"], [100, "module-imgutils.validate.rating"], [101, "module-imgutils.validate.real"], [102, "module-imgutils.validate.safe"], [103, "module-imgutils.validate.style_age"], [104, "module-imgutils.validate.teen"], [105, "module-imgutils.validate.truncate"]], "imgutils.ascii": [[1, "module-imgutils.ascii"]], "imgutils.config": [[2, "module-imgutils.config"]], "__author_email__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__AUTHOR_EMAIL__"]], "__author__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__AUTHOR__"]], "__description__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__DESCRIPTION__"]], "__title__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__TITLE__"]], "__version__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__VERSION__"]], "imgutils.config.meta": [[3, "module-imgutils.config.meta"]], "grid_background() (in module imgutils.data.background)": [[4, "imgutils.data.background.grid_background"]], "grid_transparent() (in module imgutils.data.background)": [[4, "imgutils.data.background.grid_transparent"]], "imgutils.data.background": [[4, "module-imgutils.data.background"]], "imgutils.data.blob": [[5, "module-imgutils.data.blob"]], "is_valid_image_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.is_valid_image_blob_url"]], "load_image_from_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.load_image_from_blob_url"]], "to_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.to_blob_url"]], "imgutils.data.decode": [[6, "module-imgutils.data.decode"]], "rgb_decode() (in module imgutils.data.decode)": [[6, "imgutils.data.decode.rgb_decode"]], "imgutils.data.encode": [[7, "module-imgutils.data.encode"]], "rgb_encode() (in module imgutils.data.encode)": [[7, "imgutils.data.encode.rgb_encode"]], "has_alpha_channel() (in module imgutils.data.image)": [[8, "imgutils.data.image.has_alpha_channel"]], "imgutils.data.image": [[8, "module-imgutils.data.image"]], "load_image() (in module imgutils.data.image)": [[8, "imgutils.data.image.load_image"]], "load_images() (in module imgutils.data.image)": [[8, "imgutils.data.image.load_images"]], "imgutils.data": [[9, "module-imgutils.data"]], "imgutils.data.layer": [[10, "module-imgutils.data.layer"]], "istack() (in module imgutils.data.layer)": [[10, "imgutils.data.layer.istack"]], "download_image_from_url() (in module imgutils.data.url)": [[11, "imgutils.data.url.download_image_from_url"]], "imgutils.data.url": [[11, "module-imgutils.data.url"]], "is_http_url() (in module imgutils.data.url)": [[11, "imgutils.data.url.is_http_url"]], "detect_with_booru_yolo() (in module imgutils.detect.booru_yolo)": [[12, "imgutils.detect.booru_yolo.detect_with_booru_yolo"]], "imgutils.detect.booru_yolo": [[12, "module-imgutils.detect.booru_yolo"]], "detect_censors() (in module imgutils.detect.censor)": [[13, "imgutils.detect.censor.detect_censors"]], "imgutils.detect.censor": [[13, "module-imgutils.detect.censor"]], "detect_eyes() (in module imgutils.detect.eye)": [[14, "imgutils.detect.eye.detect_eyes"]], "imgutils.detect.eye": [[14, "module-imgutils.detect.eye"]], "detect_faces() (in module imgutils.detect.face)": [[15, "imgutils.detect.face.detect_faces"]], "imgutils.detect.face": [[15, "module-imgutils.detect.face"]], "detect_halfbody() (in module imgutils.detect.halfbody)": [[16, "imgutils.detect.halfbody.detect_halfbody"]], "imgutils.detect.halfbody": [[16, "module-imgutils.detect.halfbody"]], "detect_hands() (in module imgutils.detect.hand)": [[17, "imgutils.detect.hand.detect_hands"]], "imgutils.detect.hand": [[17, "module-imgutils.detect.hand"]], "detect_heads() (in module imgutils.detect.head)": [[18, "imgutils.detect.head.detect_heads"]], "imgutils.detect.head": [[18, "module-imgutils.detect.head"]], "imgutils.detect": [[19, "module-imgutils.detect"]], "detect_with_nudenet() (in module imgutils.detect.nudenet)": [[20, "imgutils.detect.nudenet.detect_with_nudenet"]], "imgutils.detect.nudenet": [[20, "module-imgutils.detect.nudenet"]], "detect_person() (in module imgutils.detect.person)": [[21, "imgutils.detect.person.detect_person"]], "imgutils.detect.person": [[21, "module-imgutils.detect.person"]], "bboxes_similarity() (in module imgutils.detect.similarity)": [[22, "imgutils.detect.similarity.bboxes_similarity"]], "calculate_iou() (in module imgutils.detect.similarity)": [[22, "imgutils.detect.similarity.calculate_iou"]], "detection_similarity() (in module imgutils.detect.similarity)": [[22, "imgutils.detect.similarity.detection_similarity"]], "imgutils.detect.similarity": [[22, "module-imgutils.detect.similarity"]], "detect_text() (in module imgutils.detect.text)": [[23, "imgutils.detect.text.detect_text"]], "imgutils.detect.text": [[23, "module-imgutils.detect.text"]], "detection_visualize() (in module imgutils.detect.visual)": [[24, "imgutils.detect.visual.detection_visualize"]], "imgutils.detect.visual": [[24, "module-imgutils.detect.visual"]], "edge_image_with_canny() (in module imgutils.edge.canny)": [[25, "imgutils.edge.canny.edge_image_with_canny"]], "get_edge_by_canny() (in module imgutils.edge.canny)": [[25, "imgutils.edge.canny.get_edge_by_canny"]], "imgutils.edge.canny": [[25, "module-imgutils.edge.canny"]], "imgutils.edge": [[26, "module-imgutils.edge"]], "edge_image_with_lineart() (in module imgutils.edge.lineart)": [[27, "imgutils.edge.lineart.edge_image_with_lineart"]], "get_edge_by_lineart() (in module imgutils.edge.lineart)": [[27, "imgutils.edge.lineart.get_edge_by_lineart"]], "imgutils.edge.lineart": [[27, "module-imgutils.edge.lineart"]], "edge_image_with_lineart_anime() (in module imgutils.edge.lineart_anime)": [[28, "imgutils.edge.lineart_anime.edge_image_with_lineart_anime"]], "get_edge_by_lineart_anime() (in module imgutils.edge.lineart_anime)": [[28, "imgutils.edge.lineart_anime.get_edge_by_lineart_anime"]], "imgutils.edge.lineart_anime": [[28, "module-imgutils.edge.lineart_anime"]], "classifymodel (class in imgutils.generic.classify)": [[29, "imgutils.generic.classify.ClassifyModel"]], "__init__() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.__init__"]], "classify_predict() (in module imgutils.generic.classify)": [[29, "imgutils.generic.classify.classify_predict"]], "classify_predict_fmt() (in module imgutils.generic.classify)": [[29, "imgutils.generic.classify.classify_predict_fmt"]], "classify_predict_score() (in module imgutils.generic.classify)": [[29, "imgutils.generic.classify.classify_predict_score"]], "clear() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.clear"]], "imgutils.generic.classify": [[29, "module-imgutils.generic.classify"]], "launch_demo() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.launch_demo"]], "make_ui() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.make_ui"]], "predict() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.predict"]], "predict_fmt() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.predict_fmt"]], "predict_score() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.predict_score"]], "clipmodel (class in imgutils.generic.clip)": [[30, "imgutils.generic.clip.CLIPModel"]], "__init__() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.__init__"]], "clear() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.clear"]], "clip_image_encode() (in module imgutils.generic.clip)": [[30, "imgutils.generic.clip.clip_image_encode"]], "clip_predict() (in module imgutils.generic.clip)": [[30, "imgutils.generic.clip.clip_predict"]], "clip_text_encode() (in module imgutils.generic.clip)": [[30, "imgutils.generic.clip.clip_text_encode"]], "image_encode() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.image_encode"]], "imgutils.generic.clip": [[30, "module-imgutils.generic.clip"]], "launch_demo() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.launch_demo"]], "make_ui() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.make_ui"]], "predict() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.predict"]], "text_encode() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.text_encode"]], "imageenhancer (class in imgutils.generic.enhance)": [[31, "imgutils.generic.enhance.ImageEnhancer"]], "__init__() (imgutils.generic.enhance.imageenhancer method)": [[31, "imgutils.generic.enhance.ImageEnhancer.__init__"]], "imgutils.generic.enhance": [[31, "module-imgutils.generic.enhance"]], "process() (imgutils.generic.enhance.imageenhancer method)": [[31, "imgutils.generic.enhance.ImageEnhancer.process"]], "imgutils.generic": [[32, "module-imgutils.generic"]], "siglipmodel (class in imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.SigLIPModel"]], "__init__() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.__init__"]], "clear() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.clear"]], "image_encode() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.image_encode"]], "imgutils.generic.siglip": [[33, "module-imgutils.generic.siglip"]], "launch_demo() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.launch_demo"]], "make_ui() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.make_ui"]], "predict() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.predict"]], "siglip_image_encode() (in module imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.siglip_image_encode"]], "siglip_predict() (in module imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.siglip_predict"]], "siglip_text_encode() (in module imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.siglip_text_encode"]], "text_encode() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.text_encode"]], "yolomodel (class in imgutils.generic.yolo)": [[34, "imgutils.generic.yolo.YOLOModel"]], "__init__() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.__init__"]], "clear() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.clear"]], "imgutils.generic.yolo": [[34, "module-imgutils.generic.yolo"]], "launch_demo() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.launch_demo"]], "make_ui() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.make_ui"]], "predict() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.predict"]], "yolo_predict() (in module imgutils.generic.yolo)": [[34, "imgutils.generic.yolo.yolo_predict"]], "imgutils.metadata.geninfo": [[35, "module-imgutils.metadata.geninfo"]], "read_geninfo_exif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.read_geninfo_exif"]], "read_geninfo_gif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.read_geninfo_gif"]], "read_geninfo_parameters() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.read_geninfo_parameters"]], "write_geninfo_exif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.write_geninfo_exif"]], "write_geninfo_gif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.write_geninfo_gif"]], "write_geninfo_parameters() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.write_geninfo_parameters"]], "imgutils.metadata": [[36, "module-imgutils.metadata"]], "imagelsbdataextractor (class in imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.ImageLsbDataExtractor"]], "lsbextractor (class in imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.LSBExtractor"]], "lsbreaderror (class in imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.LSBReadError"]], "__init__() (imgutils.metadata.lsb.imagelsbdataextractor method)": [[37, "imgutils.metadata.lsb.ImageLsbDataExtractor.__init__"]], "__init__() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.__init__"]], "extract_data() (imgutils.metadata.lsb.imagelsbdataextractor method)": [[37, "imgutils.metadata.lsb.ImageLsbDataExtractor.extract_data"]], "get_next_n_bytes() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.get_next_n_bytes"]], "get_one_byte() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.get_one_byte"]], "imgutils.metadata.lsb": [[37, "module-imgutils.metadata.lsb"]], "inject_data() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.inject_data"]], "read_32bit_integer() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.read_32bit_integer"]], "read_lsb_metadata() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.read_lsb_metadata"]], "read_lsb_raw_bytes() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.read_lsb_raw_bytes"]], "serialize_json() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.serialize_json"]], "serialize_pnginfo() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.serialize_pnginfo"]], "write_lsb_metadata() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.write_lsb_metadata"]], "write_lsb_raw_bytes() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.write_lsb_raw_bytes"]], "get_aesthetic_score() (in module imgutils.metrics.aesthetic)": [[38, "imgutils.metrics.aesthetic.get_aesthetic_score"]], "imgutils.metrics.aesthetic": [[38, "module-imgutils.metrics.aesthetic"]], "ccip_batch_differences() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_batch_differences"]], "ccip_batch_extract_features() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_batch_extract_features"]], "ccip_batch_same() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_batch_same"]], "ccip_clustering() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_clustering"]], "ccip_default_clustering_params() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_default_clustering_params"]], "ccip_default_threshold() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_default_threshold"]], "ccip_difference() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_difference"]], "ccip_extract_feature() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_extract_feature"]], "ccip_merge() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_merge"]], "ccip_same() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_same"]], "imgutils.metrics.ccip": [[39, "module-imgutils.metrics.ccip"]], "anime_dbaesthetic() (in module imgutils.metrics.dbaesthetic)": [[40, "imgutils.metrics.dbaesthetic.anime_dbaesthetic"]], "imgutils.metrics.dbaesthetic": [[40, "module-imgutils.metrics.dbaesthetic"]], "imgutils.metrics": [[41, "module-imgutils.metrics"]], "imgutils.metrics.laplacian": [[42, "module-imgutils.metrics.laplacian"]], "laplacian_score() (in module imgutils.metrics.laplacian)": [[42, "imgutils.metrics.laplacian.laplacian_score"]], "imgutils.metrics.lpips": [[43, "module-imgutils.metrics.lpips"]], "lpips_clustering() (in module imgutils.metrics.lpips)": [[43, "imgutils.metrics.lpips.lpips_clustering"]], "lpips_difference() (in module imgutils.metrics.lpips)": [[43, "imgutils.metrics.lpips.lpips_difference"]], "lpips_extract_feature() (in module imgutils.metrics.lpips)": [[43, "imgutils.metrics.lpips.lpips_extract_feature"]], "imgutils.metrics.psnr_": [[44, "module-imgutils.metrics.psnr_"]], "psnr() (in module imgutils.metrics.psnr_)": [[44, "imgutils.metrics.psnr_.psnr"]], "detect_text_with_ocr() (in module imgutils.ocr)": [[45, "imgutils.ocr.detect_text_with_ocr"]], "imgutils.ocr": [[45, "module-imgutils.ocr"]], "list_det_models() (in module imgutils.ocr)": [[45, "imgutils.ocr.list_det_models"]], "list_rec_models() (in module imgutils.ocr)": [[45, "imgutils.ocr.list_rec_models"]], "ocr() (in module imgutils.ocr)": [[45, "imgutils.ocr.ocr"]], "align_maxsize() (in module imgutils.operate.align)": [[46, "imgutils.operate.align.align_maxsize"]], "imgutils.operate.align": [[46, "module-imgutils.operate.align"]], "basecensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.BaseCensor"]], "blurcensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.BlurCensor"]], "colorcensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.ColorCensor"]], "pixelatecensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.PixelateCensor"]], "censor_area() (imgutils.operate.censor_.basecensor method)": [[47, "imgutils.operate.censor_.BaseCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.blurcensor method)": [[47, "imgutils.operate.censor_.BlurCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.colorcensor method)": [[47, "imgutils.operate.censor_.ColorCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.pixelatecensor method)": [[47, "imgutils.operate.censor_.PixelateCensor.censor_area"]], "censor_areas() (in module imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.censor_areas"]], "censor_nsfw() (in module imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.censor_nsfw"]], "imgutils.operate.censor_": [[47, "module-imgutils.operate.censor_"]], "register_censor_method() (in module imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.register_censor_method"]], "emojibasedcensor (class in imgutils.operate.imgcensor)": [[48, "imgutils.operate.imgcensor.EmojiBasedCensor"]], "imagebasedcensor (class in imgutils.operate.imgcensor)": [[48, "imgutils.operate.imgcensor.ImageBasedCensor"]], "singleimage (class in imgutils.operate.imgcensor)": [[48, "imgutils.operate.imgcensor.SingleImage"]], "__init__() (imgutils.operate.imgcensor.singleimage method)": [[48, "imgutils.operate.imgcensor.SingleImage.__init__"]], "censor_area() (imgutils.operate.imgcensor.emojibasedcensor method)": [[48, "imgutils.operate.imgcensor.EmojiBasedCensor.censor_area"]], "censor_area() (imgutils.operate.imgcensor.imagebasedcensor method)": [[48, "imgutils.operate.imgcensor.ImageBasedCensor.censor_area"]], "find_for_area() (imgutils.operate.imgcensor.singleimage method)": [[48, "imgutils.operate.imgcensor.SingleImage.find_for_area"]], "height (imgutils.operate.imgcensor.singleimage property)": [[48, "imgutils.operate.imgcensor.SingleImage.height"]], "imgutils.operate.imgcensor": [[48, "module-imgutils.operate.imgcensor"]], "width (imgutils.operate.imgcensor.singleimage property)": [[48, "imgutils.operate.imgcensor.SingleImage.width"]], "imgutils.operate": [[49, "module-imgutils.operate"]], "imgutils.operate.squeeze": [[50, "module-imgutils.operate.squeeze"]], "squeeze() (in module imgutils.operate.squeeze)": [[50, "imgutils.operate.squeeze.squeeze"]], "squeeze_with_transparency() (in module imgutils.operate.squeeze)": [[50, "imgutils.operate.squeeze.squeeze_with_transparency"]], "dwpose_estimate() (in module imgutils.pose.dwpose)": [[51, "imgutils.pose.dwpose.dwpose_estimate"]], "imgutils.pose.dwpose": [[51, "module-imgutils.pose.dwpose"]], "left_ankle (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_ANKLE"]], "left_big_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_BIG_TOE"]], "left_ear (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_EAR"]], "left_elbow (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_ELBOW"]], "left_eye (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_EYE"]], "left_heel (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_HEEL"]], "left_hip (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_HIP"]], "left_knee (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_KNEE"]], "left_shoulder (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_SHOULDER"]], "left_small_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_SMALL_TOE"]], "left_wrist (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_WRIST"]], "neck (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.NECK"]], "nose (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.NOSE"]], "op18keypointset (class in imgutils.pose.format)": [[52, "imgutils.pose.format.OP18KeyPointSet"]], "op18_body_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_BODY_MAX"]], "op18_body_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_BODY_MIN"]], "op18_face_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_FACE_MAX"]], "op18_face_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_FACE_MIN"]], "op18_left_foot_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_FOOT_MAX"]], "op18_left_foot_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_FOOT_MIN"]], "op18_left_hand_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_HAND_MAX"]], "op18_left_hand_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_HAND_MIN"]], "op18_right_foot_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_FOOT_MAX"]], "op18_right_foot_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_FOOT_MIN"]], "op18_right_hand_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_HAND_MAX"]], "op18_right_hand_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_HAND_MIN"]], "right_ankle (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_ANKLE"]], "right_big_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_BIG_TOE"]], "right_ear (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_EAR"]], "right_elbow (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_ELBOW"]], "right_eye (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_EYE"]], "right_heel (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_HEEL"]], "right_hip (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_HIP"]], "right_knee (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_KNEE"]], "right_shoulder (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_SHOULDER"]], "right_small_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_SMALL_TOE"]], "right_wrist (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_WRIST"]], "__init__() (imgutils.pose.format.op18keypointset method)": [[52, "imgutils.pose.format.OP18KeyPointSet.__init__"]], "__mul__() (imgutils.pose.format.op18keypointset method)": [[52, "imgutils.pose.format.OP18KeyPointSet.__mul__"]], "__truediv__() (imgutils.pose.format.op18keypointset method)": [[52, "imgutils.pose.format.OP18KeyPointSet.__truediv__"]], "body (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.body"]], "face (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.face"]], "imgutils.pose.format": [[52, "module-imgutils.pose.format"]], "left_foot (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.left_foot"]], "left_hand (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.left_hand"]], "right_foot (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.right_foot"]], "right_hand (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.right_hand"]], "imgutils.pose": [[53, "module-imgutils.pose"]], "imgutils.pose.visual": [[54, "module-imgutils.pose.visual"]], "op18_visualize() (in module imgutils.pose.visual)": [[54, "imgutils.pose.visual.op18_visualize"]], "notparsetarget (class in imgutils.preprocess.base)": [[55, "imgutils.preprocess.base.NotParseTarget"]], "imgutils.preprocess.base": [[55, "module-imgutils.preprocess.base"]], "imgutils.preprocess": [[56, "module-imgutils.preprocess"]], "create_pillow_transforms() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.create_pillow_transforms"]], "imgutils.preprocess.pillow": [[57, "module-imgutils.preprocess.pillow"]], "parse_pillow_transforms() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.parse_pillow_transforms"]], "register_pillow_parse() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.register_pillow_parse"]], "register_pillow_transform() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.register_pillow_transform"]], "create_torchvision_transforms() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.create_torchvision_transforms"]], "imgutils.preprocess.torchvision": [[58, "module-imgutils.preprocess.torchvision"]], "parse_torchvision_transforms() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.parse_torchvision_transforms"]], "register_torchvision_parse() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.register_torchvision_parse"]], "register_torchvision_transform() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.register_torchvision_transform"]], "notprocessortypeerror (class in imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.NotProcessorTypeError"]], "convert_to_size_dict() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.convert_to_size_dict"]], "create_bit_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_bit_transforms"]], "create_blip_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_blip_transforms"]], "create_clip_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_clip_transforms"]], "create_convnext_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_convnext_transforms"]], "create_mobilenetv2_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_mobilenetv2_transforms"]], "create_siglip_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_siglip_transforms"]], "create_transforms_from_bit_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_bit_processor"]], "create_transforms_from_blip_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_blip_processor"]], "create_transforms_from_clip_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_clip_processor"]], "create_transforms_from_convnext_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_convnext_processor"]], "create_transforms_from_mobilenetv2_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_mobilenetv2_processor"]], "create_transforms_from_siglip_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_siglip_processor"]], "create_transforms_from_transformers() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_transformers"]], "create_transforms_from_vit_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_vit_processor"]], "create_vit_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_vit_transforms"]], "get_size_dict() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.get_size_dict"]], "imgutils.preprocess.transformers": [[59, "module-imgutils.preprocess.transformers"]], "is_valid_size_dict() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.is_valid_size_dict"]], "register_creators_for_transformers() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.register_creators_for_transformers"]], "backgroundimageset (class in imgutils.resource.background)": [[60, "imgutils.resource.background.BackgroundImageSet"]], "__init__() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.__init__"]], "get_bg_image() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.get_bg_image"]], "get_bg_image_file() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.get_bg_image_file"]], "get_image() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.get_image"]], "get_image_file() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.get_image_file"]], "imgutils.resource.background": [[60, "module-imgutils.resource.background"]], "list_bg_image_files() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.list_bg_image_files"]], "list_image_files() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.list_image_files"]], "random_bg_image() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.random_bg_image"]], "random_bg_image_file() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.random_bg_image_file"]], "random_image() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.random_image"]], "random_image_file() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.random_image_file"]], "imgutils.resource": [[61, "module-imgutils.resource"]], "imgutils.restore.adversarial": [[62, "module-imgutils.restore.adversarial"]], "remove_adversarial_noise() (in module imgutils.restore.adversarial)": [[62, "imgutils.restore.adversarial.remove_adversarial_noise"]], "imgutils.restore": [[63, "module-imgutils.restore"]], "imgutils.restore.nafnet": [[64, "module-imgutils.restore.nafnet"]], "restore_with_nafnet() (in module imgutils.restore.nafnet)": [[64, "imgutils.restore.nafnet.restore_with_nafnet"]], "imgutils.restore.scunet": [[65, "module-imgutils.restore.scunet"]], "restore_with_scunet() (in module imgutils.restore.scunet)": [[65, "imgutils.restore.scunet.restore_with_scunet"]], "imgutils.sd": [[66, "module-imgutils.sd"]], "sdmetadata (class in imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.SDMetaData"]], "__str__() (imgutils.sd.metadata.sdmetadata method)": [[67, "imgutils.sd.metadata.SDMetaData.__str__"]], "get_sdmeta_from_image() (in module imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.get_sdmeta_from_image"]], "imgutils.sd.metadata": [[67, "module-imgutils.sd.metadata"]], "parse_sdmeta_from_text() (in module imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.parse_sdmeta_from_text"]], "pnginfo (imgutils.sd.metadata.sdmetadata property)": [[67, "imgutils.sd.metadata.SDMetaData.pnginfo"]], "save_image_with_sdmeta() (in module imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.save_image_with_sdmeta"]], "text (imgutils.sd.metadata.sdmetadata property)": [[67, "imgutils.sd.metadata.SDMetaData.text"]], "imgutils.sd.model": [[68, "module-imgutils.sd.model"]], "read_metadata() (in module imgutils.sd.model)": [[68, "imgutils.sd.model.read_metadata"]], "save_with_metadata() (in module imgutils.sd.model)": [[68, "imgutils.sd.model.save_with_metadata"]], "naimetadata (class in imgutils.sd.nai)": [[69, "imgutils.sd.nai.NAIMetaData"], [69, "imgutils.sd.nai.NAIMetadata"]], "__init__() (imgutils.sd.nai.naimetadata method)": [[69, "imgutils.sd.nai.NAIMetaData.__init__"]], "add_naimeta_to_image() (in module imgutils.sd.nai)": [[69, "imgutils.sd.nai.add_naimeta_to_image"]], "get_naimeta_from_image() (in module imgutils.sd.nai)": [[69, "imgutils.sd.nai.get_naimeta_from_image"]], "imgutils.sd.nai": [[69, "module-imgutils.sd.nai"]], "pnginfo (imgutils.sd.nai.naimetadata property)": [[69, "imgutils.sd.nai.NAIMetaData.pnginfo"]], "save_image_with_naimeta() (in module imgutils.sd.nai)": [[69, "imgutils.sd.nai.save_image_with_naimeta"]], "imgutils.segment": [[70, "module-imgutils.segment"]], "get_isnetis_mask() (in module imgutils.segment.isnetis)": [[71, "imgutils.segment.isnetis.get_isnetis_mask"]], "imgutils.segment.isnetis": [[71, "module-imgutils.segment.isnetis"]], "segment_rgba_with_isnetis() (in module imgutils.segment.isnetis)": [[71, "imgutils.segment.isnetis.segment_rgba_with_isnetis"]], "segment_with_isnetis() (in module imgutils.segment.isnetis)": [[71, "imgutils.segment.isnetis.segment_with_isnetis"]], "drop_blacklisted_tags() (in module imgutils.tagging.blacklist)": [[72, "imgutils.tagging.blacklist.drop_blacklisted_tags"]], "imgutils.tagging.blacklist": [[72, "module-imgutils.tagging.blacklist"]], "is_blacklisted() (in module imgutils.tagging.blacklist)": [[72, "imgutils.tagging.blacklist.is_blacklisted"]], "char_prefixes (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_PREFIXES"]], "char_suffixes (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_SUFFIXES"]], "char_whitelist_prefix (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_WHITELIST_PREFIX"]], "char_whitelist_suffix (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_WHITELIST_SUFFIX"]], "char_whitelist_word (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_WHITELIST_WORD"]], "charactertagpool (class in imgutils.tagging.character)": [[73, "imgutils.tagging.character.CharacterTagPool"]], "__init__() (imgutils.tagging.character.charactertagpool method)": [[73, "imgutils.tagging.character.CharacterTagPool.__init__"]], "drop_basic_character_tags() (imgutils.tagging.character.charactertagpool method)": [[73, "imgutils.tagging.character.CharacterTagPool.drop_basic_character_tags"]], "drop_basic_character_tags() (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.drop_basic_character_tags"]], "imgutils.tagging.character": [[73, "module-imgutils.tagging.character"]], "is_basic_character_tag() (imgutils.tagging.character.charactertagpool method)": [[73, "imgutils.tagging.character.CharacterTagPool.is_basic_character_tag"]], "is_basic_character_tag() (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.is_basic_character_tag"]], "get_deepdanbooru_tags() (in module imgutils.tagging.deepdanbooru)": [[74, "imgutils.tagging.deepdanbooru.get_deepdanbooru_tags"]], "imgutils.tagging.deepdanbooru": [[74, "module-imgutils.tagging.deepdanbooru"]], "get_deepgelbooru_tags() (in module imgutils.tagging.deepgelbooru)": [[75, "imgutils.tagging.deepgelbooru.get_deepgelbooru_tags"]], "imgutils.tagging.deepgelbooru": [[75, "module-imgutils.tagging.deepgelbooru"]], "add_underline() (in module imgutils.tagging.format)": [[76, "imgutils.tagging.format.add_underline"]], "imgutils.tagging.format": [[76, "module-imgutils.tagging.format"]], "remove_underline() (in module imgutils.tagging.format)": [[76, "imgutils.tagging.format.remove_underline"]], "tags_to_text() (in module imgutils.tagging.format)": [[76, "imgutils.tagging.format.tags_to_text"]], "imgutils.tagging": [[77, "module-imgutils.tagging"]], "imgutils.tagging.match": [[78, "module-imgutils.tagging.match"]], "tag_match_full() (in module imgutils.tagging.match)": [[78, "imgutils.tagging.match.tag_match_full"]], "tag_match_prefix() (in module imgutils.tagging.match)": [[78, "imgutils.tagging.match.tag_match_prefix"]], "tag_match_suffix() (in module imgutils.tagging.match)": [[78, "imgutils.tagging.match.tag_match_suffix"]], "get_mldanbooru_tags() (in module imgutils.tagging.mldanbooru)": [[79, "imgutils.tagging.mldanbooru.get_mldanbooru_tags"]], "imgutils.tagging.mldanbooru": [[79, "module-imgutils.tagging.mldanbooru"]], "imgutils.tagging.order": [[80, "module-imgutils.tagging.order"]], "sort_tags() (in module imgutils.tagging.order)": [[80, "imgutils.tagging.order.sort_tags"]], "drop_overlap_tags() (in module imgutils.tagging.overlap)": [[81, "imgutils.tagging.overlap.drop_overlap_tags"]], "imgutils.tagging.overlap": [[81, "module-imgutils.tagging.overlap"]], "convert_wd14_emb_to_prediction() (in module imgutils.tagging.wd14)": [[82, "imgutils.tagging.wd14.convert_wd14_emb_to_prediction"]], "denormalize_wd14_emb() (in module imgutils.tagging.wd14)": [[82, "imgutils.tagging.wd14.denormalize_wd14_emb"]], "get_wd14_tags() (in module imgutils.tagging.wd14)": [[82, "imgutils.tagging.wd14.get_wd14_tags"]], "imgutils.tagging.wd14": [[82, "module-imgutils.tagging.wd14"]], "imgutils.upscale.cdc": [[83, "module-imgutils.upscale.cdc"]], "upscale_with_cdc() (in module imgutils.upscale.cdc)": [[83, "imgutils.upscale.cdc.upscale_with_cdc"]], "imgutils.upscale": [[84, "module-imgutils.upscale"]], "imgutils.utils.cache": [[85, "module-imgutils.utils.cache"]], "ts_lru_cache() (in module imgutils.utils.cache)": [[85, "imgutils.utils.cache.ts_lru_cache"]], "imgutils.utils.func": [[86, "module-imgutils.utils.func"]], "sigmoid() (in module imgutils.utils.func)": [[86, "imgutils.utils.func.sigmoid"]], "imgutils.utils": [[87, "module-imgutils.utils"]], "get_onnx_provider() (in module imgutils.utils.onnxruntime)": [[88, "imgutils.utils.onnxruntime.get_onnx_provider"]], "imgutils.utils.onnxruntime": [[88, "module-imgutils.utils.onnxruntime"]], "open_onnx_model() (in module imgutils.utils.onnxruntime)": [[88, "imgutils.utils.onnxruntime.open_onnx_model"]], "get_ai_created_score() (in module imgutils.validate.aicheck)": [[89, "imgutils.validate.aicheck.get_ai_created_score"]], "imgutils.validate.aicheck": [[89, "module-imgutils.validate.aicheck"]], "is_ai_created() (in module imgutils.validate.aicheck)": [[89, "imgutils.validate.aicheck.is_ai_created"]], "anime_bangumi_char() (in module imgutils.validate.bangumi_char)": [[90, "imgutils.validate.bangumi_char.anime_bangumi_char"]], "anime_bangumi_char_score() (in module imgutils.validate.bangumi_char)": [[90, "imgutils.validate.bangumi_char.anime_bangumi_char_score"]], "imgutils.validate.bangumi_char": [[90, "module-imgutils.validate.bangumi_char"]], "anime_classify() (in module imgutils.validate.classify)": [[91, "imgutils.validate.classify.anime_classify"]], "anime_classify_score() (in module imgutils.validate.classify)": [[91, "imgutils.validate.classify.anime_classify_score"]], "imgutils.validate.classify": [[91, "module-imgutils.validate.classify"]], "imgutils.validate.color": [[92, "module-imgutils.validate.color"]], "is_greyscale() (in module imgutils.validate.color)": [[92, "imgutils.validate.color.is_greyscale"]], "anime_completeness() (in module imgutils.validate.completeness)": [[93, "imgutils.validate.completeness.anime_completeness"]], "anime_completeness_score() (in module imgutils.validate.completeness)": [[93, "imgutils.validate.completeness.anime_completeness_score"]], "imgutils.validate.completeness": [[93, "module-imgutils.validate.completeness"]], "anime_dbrating() (in module imgutils.validate.dbrating)": [[94, "imgutils.validate.dbrating.anime_dbrating"]], "anime_dbrating_score() (in module imgutils.validate.dbrating)": [[94, "imgutils.validate.dbrating.anime_dbrating_score"]], "imgutils.validate.dbrating": [[94, "module-imgutils.validate.dbrating"]], "anime_furry() (in module imgutils.validate.furry)": [[95, "imgutils.validate.furry.anime_furry"]], "anime_furry_score() (in module imgutils.validate.furry)": [[95, "imgutils.validate.furry.anime_furry_score"]], "imgutils.validate.furry": [[95, "module-imgutils.validate.furry"]], "imgutils.validate": [[96, "module-imgutils.validate"]], "get_monochrome_score() (in module imgutils.validate.monochrome)": [[97, "imgutils.validate.monochrome.get_monochrome_score"]], "imgutils.validate.monochrome": [[97, "module-imgutils.validate.monochrome"]], "is_monochrome() (in module imgutils.validate.monochrome)": [[97, "imgutils.validate.monochrome.is_monochrome"]], "imgutils.validate.nsfw": [[98, "module-imgutils.validate.nsfw"]], "nsfw_pred() (in module imgutils.validate.nsfw)": [[98, "imgutils.validate.nsfw.nsfw_pred"]], "nsfw_pred_score() (in module imgutils.validate.nsfw)": [[98, "imgutils.validate.nsfw.nsfw_pred_score"]], "anime_portrait() (in module imgutils.validate.portrait)": [[99, "imgutils.validate.portrait.anime_portrait"]], "anime_portrait_score() (in module imgutils.validate.portrait)": [[99, "imgutils.validate.portrait.anime_portrait_score"]], "imgutils.validate.portrait": [[99, "module-imgutils.validate.portrait"]], "anime_rating() (in module imgutils.validate.rating)": [[100, "imgutils.validate.rating.anime_rating"]], "anime_rating_score() (in module imgutils.validate.rating)": [[100, "imgutils.validate.rating.anime_rating_score"]], "imgutils.validate.rating": [[100, "module-imgutils.validate.rating"]], "anime_real() (in module imgutils.validate.real)": [[101, "imgutils.validate.real.anime_real"]], "anime_real_score() (in module imgutils.validate.real)": [[101, "imgutils.validate.real.anime_real_score"]], "imgutils.validate.real": [[101, "module-imgutils.validate.real"]], "imgutils.validate.safe": [[102, "module-imgutils.validate.safe"]], "safe_check() (in module imgutils.validate.safe)": [[102, "imgutils.validate.safe.safe_check"]], "safe_check_score() (in module imgutils.validate.safe)": [[102, "imgutils.validate.safe.safe_check_score"]], "anime_style_age() (in module imgutils.validate.style_age)": [[103, "imgutils.validate.style_age.anime_style_age"]], "anime_style_age_score() (in module imgutils.validate.style_age)": [[103, "imgutils.validate.style_age.anime_style_age_score"]], "imgutils.validate.style_age": [[103, "module-imgutils.validate.style_age"]], "anime_teen() (in module imgutils.validate.teen)": [[104, "imgutils.validate.teen.anime_teen"]], "anime_teen_score() (in module imgutils.validate.teen)": [[104, "imgutils.validate.teen.anime_teen_score"]], "imgutils.validate.teen": [[104, "module-imgutils.validate.teen"]], "imgutils.validate.truncate": [[105, "module-imgutils.validate.truncate"]], "is_truncated_file() (in module imgutils.validate.truncate)": [[105, "imgutils.validate.truncate.is_truncated_file"]]}}) \ No newline at end of file +Search.setIndex({"docnames": ["api_doc/ascii/drawing", "api_doc/ascii/index", "api_doc/config/index", "api_doc/config/meta", "api_doc/data/background", "api_doc/data/blob", "api_doc/data/decode", "api_doc/data/encode", "api_doc/data/image", "api_doc/data/index", "api_doc/data/layer", "api_doc/data/url", "api_doc/detect/booru_yolo", "api_doc/detect/censor", "api_doc/detect/eye", "api_doc/detect/face", "api_doc/detect/halfbody", "api_doc/detect/hand", "api_doc/detect/head", "api_doc/detect/index", "api_doc/detect/nudenet", "api_doc/detect/person", "api_doc/detect/similarity", "api_doc/detect/text", "api_doc/detect/visual", "api_doc/edge/canny", "api_doc/edge/index", "api_doc/edge/lineart", "api_doc/edge/lineart_anime", "api_doc/generic/classify", "api_doc/generic/clip", "api_doc/generic/enhance", "api_doc/generic/index", "api_doc/generic/siglip", "api_doc/generic/yolo", "api_doc/metadata/geninfo", "api_doc/metadata/index", "api_doc/metadata/lsb", "api_doc/metrics/aesthetic", "api_doc/metrics/ccip", "api_doc/metrics/dbaesthetic", "api_doc/metrics/index", "api_doc/metrics/laplacian", "api_doc/metrics/lpips", "api_doc/metrics/psnr_", "api_doc/ocr/index", "api_doc/operate/align", "api_doc/operate/censor", "api_doc/operate/imgcensor", "api_doc/operate/index", "api_doc/operate/squeeze", "api_doc/pose/dwpose", "api_doc/pose/format", "api_doc/pose/index", "api_doc/pose/visual", "api_doc/preprocess/base", "api_doc/preprocess/index", "api_doc/preprocess/pillow", "api_doc/preprocess/torchvision", "api_doc/preprocess/transformers", "api_doc/resource/background", "api_doc/resource/index", "api_doc/restore/adversarial", "api_doc/restore/index", "api_doc/restore/nafnet", "api_doc/restore/scunet", "api_doc/sd/index", "api_doc/sd/metadata", "api_doc/sd/model", "api_doc/sd/nai", "api_doc/segment/index", "api_doc/segment/isnetis", "api_doc/tagging/blacklist", "api_doc/tagging/character", "api_doc/tagging/deepdanbooru", "api_doc/tagging/deepgelbooru", "api_doc/tagging/format", "api_doc/tagging/index", "api_doc/tagging/match", "api_doc/tagging/mldanbooru", "api_doc/tagging/order", "api_doc/tagging/overlap", "api_doc/tagging/wd14", "api_doc/upscale/cdc", "api_doc/upscale/index", "api_doc/utils/cache", "api_doc/utils/func", "api_doc/utils/index", "api_doc/utils/onnxruntime", "api_doc/validate/aicheck", "api_doc/validate/bangumi_char", "api_doc/validate/classify", "api_doc/validate/color", "api_doc/validate/completeness", "api_doc/validate/dbrating", "api_doc/validate/furry", "api_doc/validate/index", "api_doc/validate/monochrome", "api_doc/validate/nsfw", "api_doc/validate/portrait", "api_doc/validate/rating", "api_doc/validate/real", "api_doc/validate/safe", "api_doc/validate/style_age", "api_doc/validate/teen", "api_doc/validate/truncate", "index", "information/environment", "information/environment.result", "tutorials/installation/index", "tutorials/quick_start/index"], "filenames": ["api_doc/ascii/drawing.rst", "api_doc/ascii/index.rst", "api_doc/config/index.rst", "api_doc/config/meta.rst", "api_doc/data/background.rst", "api_doc/data/blob.rst", "api_doc/data/decode.rst", "api_doc/data/encode.rst", "api_doc/data/image.rst", "api_doc/data/index.rst", "api_doc/data/layer.rst", "api_doc/data/url.rst", "api_doc/detect/booru_yolo.rst", "api_doc/detect/censor.rst", "api_doc/detect/eye.rst", "api_doc/detect/face.rst", "api_doc/detect/halfbody.rst", "api_doc/detect/hand.rst", "api_doc/detect/head.rst", "api_doc/detect/index.rst", "api_doc/detect/nudenet.rst", "api_doc/detect/person.rst", "api_doc/detect/similarity.rst", "api_doc/detect/text.rst", "api_doc/detect/visual.rst", "api_doc/edge/canny.rst", "api_doc/edge/index.rst", "api_doc/edge/lineart.rst", "api_doc/edge/lineart_anime.rst", "api_doc/generic/classify.rst", "api_doc/generic/clip.rst", "api_doc/generic/enhance.rst", "api_doc/generic/index.rst", "api_doc/generic/siglip.rst", "api_doc/generic/yolo.rst", "api_doc/metadata/geninfo.rst", "api_doc/metadata/index.rst", "api_doc/metadata/lsb.rst", "api_doc/metrics/aesthetic.rst", "api_doc/metrics/ccip.rst", "api_doc/metrics/dbaesthetic.rst", "api_doc/metrics/index.rst", "api_doc/metrics/laplacian.rst", "api_doc/metrics/lpips.rst", "api_doc/metrics/psnr_.rst", "api_doc/ocr/index.rst", "api_doc/operate/align.rst", "api_doc/operate/censor.rst", "api_doc/operate/imgcensor.rst", "api_doc/operate/index.rst", "api_doc/operate/squeeze.rst", "api_doc/pose/dwpose.rst", "api_doc/pose/format.rst", "api_doc/pose/index.rst", "api_doc/pose/visual.rst", "api_doc/preprocess/base.rst", "api_doc/preprocess/index.rst", "api_doc/preprocess/pillow.rst", "api_doc/preprocess/torchvision.rst", "api_doc/preprocess/transformers.rst", "api_doc/resource/background.rst", "api_doc/resource/index.rst", "api_doc/restore/adversarial.rst", "api_doc/restore/index.rst", "api_doc/restore/nafnet.rst", "api_doc/restore/scunet.rst", "api_doc/sd/index.rst", "api_doc/sd/metadata.rst", "api_doc/sd/model.rst", "api_doc/sd/nai.rst", "api_doc/segment/index.rst", "api_doc/segment/isnetis.rst", "api_doc/tagging/blacklist.rst", "api_doc/tagging/character.rst", "api_doc/tagging/deepdanbooru.rst", "api_doc/tagging/deepgelbooru.rst", "api_doc/tagging/format.rst", "api_doc/tagging/index.rst", "api_doc/tagging/match.rst", "api_doc/tagging/mldanbooru.rst", "api_doc/tagging/order.rst", "api_doc/tagging/overlap.rst", "api_doc/tagging/wd14.rst", "api_doc/upscale/cdc.rst", "api_doc/upscale/index.rst", "api_doc/utils/cache.rst", "api_doc/utils/func.rst", "api_doc/utils/index.rst", "api_doc/utils/onnxruntime.rst", "api_doc/validate/aicheck.rst", "api_doc/validate/bangumi_char.rst", "api_doc/validate/classify.rst", "api_doc/validate/color.rst", "api_doc/validate/completeness.rst", "api_doc/validate/dbrating.rst", "api_doc/validate/furry.rst", "api_doc/validate/index.rst", "api_doc/validate/monochrome.rst", "api_doc/validate/nsfw.rst", "api_doc/validate/portrait.rst", "api_doc/validate/rating.rst", "api_doc/validate/real.rst", "api_doc/validate/safe.rst", "api_doc/validate/style_age.rst", "api_doc/validate/teen.rst", "api_doc/validate/truncate.rst", "index.rst", "information/environment.ipynb", "information/environment.result.ipynb", "tutorials/installation/index.rst", "tutorials/quick_start/index.rst"], "titles": ["imgutils.ascii.drawing", "imgutils.ascii", "imgutils.config", "imgutils.config.meta", "imgutils.data.background", "imgutils.data.blob", "imgutils.data.decode", "imgutils.data.encode", "imgutils.data.image", "imgutils.data", "imgutils.data.layer", "imgutils.data.url", "imgutils.detect.booru_yolo", "imgutils.detect.censor", "imgutils.detect.eye", "imgutils.detect.face", "imgutils.detect.halfbody", "imgutils.detect.hand", "imgutils.detect.head", "imgutils.detect", "imgutils.detect.nudenet", "imgutils.detect.person", "imgutils.detect.similarity", "imgutils.detect.text", "imgutils.detect.visual", "imgutils.edge.canny", "imgutils.edge", "imgutils.edge.lineart", "imgutils.edge.lineart_anime", "imgutils.generic.classify", "imgutils.generic.clip", "imgutils.generic.enhance", "imgutils.generic", "imgutils.generic.siglip", "imgutils.generic.yolo", "imgutils.metadata.geninfo", "imgutils.metadata", "imgutils.metadata.lsb", "imgutils.metrics.aesthetic", "imgutils.metrics.ccip", "imgutils.metrics.dbaesthetic", "imgutils.metrics", "imgutils.metrics.laplacian", "imgutils.metrics.lpips", "imgutils.metrics.psnr_", "imgutils.ocr", "imgutils.operate.align", "imgutils.operate.censor_", "imgutils.operate.imgcensor", "imgutils.operate", "imgutils.operate.squeeze", "imgutils.pose.dwpose", "imgutils.pose.format", "imgutils.pose", "imgutils.pose.visual", "imgutils.preprocess.base", "imgutils.preprocess", "imgutils.preprocess.pillow", "imgutils.preprocess.torchvision", "imgutils.preprocess.transformers", "imgutils.resource.background", "imgutils.resource", "imgutils.restore.adversarial", "imgutils.restore", "imgutils.restore.nafnet", "imgutils.restore.scunet", "imgutils.sd", "imgutils.sd.metadata", "imgutils.sd.model", "imgutils.sd.nai", "imgutils.segment", "imgutils.segment.isnetis", "imgutils.tagging.blacklist", "imgutils.tagging.character", "imgutils.tagging.deepdanbooru", "imgutils.tagging.deepgelbooru", "imgutils.tagging.format", "imgutils.tagging", "imgutils.tagging.match", "imgutils.tagging.mldanbooru", "imgutils.tagging.order", "imgutils.tagging.overlap", "imgutils.tagging.wd14", "imgutils.upscale.cdc", "imgutils.upscale", "imgutils.utils.cache", "imgutils.utils.func", "imgutils.utils", "imgutils.utils.onnxruntime", "imgutils.validate.aicheck", "imgutils.validate.bangumi_char", "imgutils.validate.classify", "imgutils.validate.color", "imgutils.validate.completeness", "imgutils.validate.dbrating", "imgutils.validate.furry", "imgutils.validate", "imgutils.validate.monochrome", "imgutils.validate.nsfw", "imgutils.validate.portrait", "imgutils.validate.rating", "imgutils.validate.real", "imgutils.validate.safe", "imgutils.validate.style_age", "imgutils.validate.teen", "imgutils.validate.truncate", "Welcome to imgutils\u2019s Documentation", "Run Environment Information", "Run Environment Information", "Installation", "Quick Start"], "terms": {"img": [0, 5, 8, 29, 62, 67], "str": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 54, 57, 58, 59, 60, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "pathlik": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "byte": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 52, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "bytearrai": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 52, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "binaryio": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "imag": [0, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 53, 54, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 69, 70, 71, 74, 75, 76, 77, 79, 82, 83, 84, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 109], "max_width": 0, "int": [0, 4, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 27, 28, 29, 30, 33, 34, 37, 39, 43, 45, 46, 47, 48, 50, 51, 52, 54, 59, 60, 62, 64, 65, 71, 79, 83, 102], "none": [0, 4, 8, 10, 11, 13, 14, 15, 16, 17, 18, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 39, 47, 50, 51, 54, 57, 58, 59, 60, 67, 69, 72, 73, 88], "ellipsi": 0, "max_height": 0, "resampl": [0, 59], "2": [0, 8, 12, 22, 23, 38, 39, 40, 43, 45, 52, 59, 62, 67, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "level": [0, 13, 14, 15, 16, 17, 18, 21, 33, 34, 38, 47, 60, 74, 94], "aspect": [0, 24, 34, 46], "float": [0, 7, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 34, 39, 40, 42, 43, 44, 45, 47, 48, 50, 52, 54, 59, 60, 62, 69, 72, 73, 74, 75, 76, 79, 80, 81, 82, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "1": [0, 10, 12, 20, 21, 22, 38, 39, 40, 43, 45, 52, 59, 60, 62, 67, 68, 72, 73, 74, 75, 80, 82, 83, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108], "8": [0, 12, 22, 37, 39, 43, 47, 52, 59, 62, 67, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 107, 108, 109], "sourc": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 54, 55, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "gener": [0, 4, 12, 15, 21, 35, 36, 66, 67, 69, 75, 79, 82, 87, 94, 106], "art": [0, 67], "base": [0, 18, 21, 22, 29, 30, 33, 34, 39, 40, 42, 43, 46, 47, 48, 50, 52, 54, 56, 57, 59, 60, 69, 71, 74, 75, 79, 80, 81, 82, 90, 94, 98, 100, 106], "given": [0, 6, 7, 8, 10, 11, 14, 15, 17, 18, 19, 20, 23, 25, 27, 28, 29, 30, 33, 37, 39, 42, 46, 48, 52, 55, 59, 67, 69, 72, 73, 78, 81, 82, 89, 91, 94, 97, 98, 100, 104], "paramet": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "imagetyp": [0, 5, 12, 13, 14, 15, 16, 17, 18, 21, 23, 24, 29, 31, 34, 35, 37, 39, 40, 42, 45, 47, 50, 51, 54, 64, 65, 67, 69, 75, 82, 83, 90, 93, 95, 98, 99, 101, 102, 103], "The": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 29, 30, 31, 33, 34, 35, 36, 37, 39, 40, 42, 45, 46, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 63, 64, 65, 67, 68, 69, 71, 73, 74, 75, 76, 78, 79, 80, 82, 83, 85, 86, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 109], "input": [0, 5, 12, 13, 14, 15, 16, 18, 20, 21, 23, 24, 29, 30, 31, 33, 34, 35, 37, 39, 40, 42, 45, 46, 47, 48, 50, 51, 54, 57, 59, 62, 64, 65, 67, 69, 72, 73, 75, 76, 78, 80, 82, 83, 86, 90, 93, 95, 98, 99, 101, 103], "option": [0, 4, 11, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 24, 29, 30, 33, 34, 35, 39, 45, 47, 50, 51, 54, 59, 60, 62, 67, 68, 69, 72, 73, 80, 85], "maximum": [0, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 34, 39, 45, 46, 47, 59, 62, 85, 102], "width": [0, 4, 10, 48, 59, 60, 79], "If": [0, 5, 8, 10, 11, 13, 14, 15, 16, 17, 18, 21, 22, 24, 29, 30, 33, 34, 35, 37, 39, 45, 47, 50, 52, 54, 57, 58, 59, 62, 64, 65, 67, 68, 69, 72, 73, 80, 82, 88, 89, 90, 91, 94, 97, 100, 104], "set": [0, 12, 24, 29, 30, 34, 39, 50, 52, 54, 59, 82, 88, 91, 94, 100, 104, 105], "automat": [0, 4, 30, 33, 39, 50, 88, 107, 108], "determin": [0, 8, 39, 98], "termin": 0, "size": [0, 4, 6, 7, 10, 11, 23, 24, 25, 27, 28, 39, 46, 48, 50, 54, 57, 58, 59, 60, 62, 64, 65, 67, 71, 79, 83, 84, 102, 107, 108], "height": [0, 4, 10, 48, 59, 60, 79], "filter": [0, 34, 50, 59, 62, 72, 73, 94, 96, 100], "us": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 43, 45, 47, 48, 50, 51, 54, 55, 57, 59, 62, 63, 64, 65, 67, 68, 69, 72, 74, 75, 76, 79, 82, 83, 85, 86, 88, 89, 90, 91, 94, 96, 97, 98, 100, 104], "when": [0, 7, 10, 12, 23, 25, 27, 28, 29, 30, 37, 39, 43, 47, 48, 52, 55, 59, 64, 67, 69, 71, 79, 83, 85, 88, 89, 105], "resiz": [0, 23, 24, 34, 46, 54, 57, 58, 59, 67, 79], "charact": [0, 39, 45, 54, 70, 71, 74, 75, 76, 77, 82, 90, 106], "repres": [0, 7, 10, 12, 13, 14, 15, 22, 39, 43, 47, 50, 52, 69, 71, 80, 89, 98, 105], "differ": [0, 8, 14, 15, 16, 17, 18, 21, 22, 30, 35, 36, 37, 39, 43, 44, 51, 52, 58, 59, 90, 95, 99, 101, 103, 107, 108], "intens": 0, "proport": [0, 90], "correct": [0, 37], "output": [0, 24, 29, 30, 33, 40, 54, 67, 68, 75, 80, 82, 109], "which": [0, 4, 10, 22, 23, 25, 27, 28, 33, 35, 39, 43, 48, 57, 59, 60, 63, 67, 68, 69, 71, 72, 75, 79, 85, 86, 88, 89, 91, 96, 97, 98, 105, 106, 107, 108, 109], "should": [0, 3, 10, 24, 39, 43, 47, 48, 50, 59, 71, 82, 109], "approxim": 0, "ratio": [0, 24, 34, 45, 46, 48, 79], "your": [0, 50, 64, 105, 107, 108, 109], "thi": [0, 3, 4, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 45, 47, 48, 50, 51, 52, 54, 55, 57, 58, 59, 62, 64, 65, 66, 67, 68, 69, 70, 74, 77, 81, 82, 83, 85, 86, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 107, 108], "valu": [0, 4, 8, 10, 13, 17, 18, 21, 22, 37, 39, 43, 47, 50, 52, 57, 58, 59, 68, 74, 79, 86, 89, 97, 105], "ensur": [0, 30, 34, 39, 46, 59, 64, 67, 85], "i": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 45, 47, 48, 50, 51, 52, 54, 55, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 79, 80, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109], "close": [0, 48, 67], "possibl": [0, 23, 30, 39, 48], "origin": [0, 4, 6, 8, 20, 25, 27, 28, 37, 38, 44, 47, 48, 50, 54, 71, 74, 76, 79, 80, 98], "default": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 25, 27, 28, 29, 30, 33, 34, 39, 40, 42, 43, 45, 47, 48, 50, 52, 54, 59, 60, 64, 65, 68, 71, 72, 73, 74, 76, 79, 82, 83, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "return": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 98, 99, 100, 101, 102, 103, 104, 105], "represent": [0, 22, 39, 57, 58, 67], "type": [0, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 24, 29, 30, 31, 33, 34, 35, 37, 39, 40, 42, 45, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 72, 73, 76, 78, 80, 81, 82, 83, 85, 86, 90, 93, 94, 95, 98, 99, 100, 101, 102, 103], "exampl": [0, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 34, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 57, 58, 59, 60, 62, 67, 71, 72, 73, 74, 75, 76, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 105], "here": [0, 12, 20, 26, 39, 43, 44, 67, 72, 74, 75, 79, 82, 83, 90, 92, 105, 107, 108], "an": [0, 4, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 52, 54, 57, 59, 62, 64, 65, 67, 69, 70, 71, 73, 74, 75, 77, 80, 82, 83, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "jerri": 0, "from": [0, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 27, 28, 29, 33, 34, 35, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 57, 58, 59, 60, 62, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 79, 80, 81, 82, 83, 85, 86, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 107, 108, 109], "import": [0, 6, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 21, 24, 34, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 57, 58, 59, 60, 62, 67, 71, 72, 73, 74, 75, 76, 79, 80, 81, 82, 83, 85, 86, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 105, 107, 108, 109], "print": [0, 5, 12, 17, 18, 21, 22, 34, 67, 68, 107, 108, 109], "png": [0, 5, 8, 10, 13, 24, 35, 37, 42, 47, 48, 50, 62, 67, 69, 71, 82, 83, 92, 105], "draw": [1, 24, 26, 27, 54, 98, 106], "ascii_draw": 1, "meta": [2, 106, 109], "__title__": [2, 109], "__version__": [2, 109], "__description__": [2, 109], "__author__": [2, 109], "__author_email__": 2, "overview": [3, 4, 6, 7, 9, 10, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 26, 27, 28, 31, 32, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 50, 51, 53, 59, 60, 61, 62, 63, 64, 65, 66, 67, 70, 71, 72, 73, 74, 75, 76, 77, 79, 82, 83, 84, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105], "inform": [3, 30, 33, 34, 35, 36, 37, 54, 67, 69, 81], "packag": 3, "titl": [3, 69], "project": [3, 20, 74, 82, 105], "version": [3, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 34, 38, 47, 64, 65, 67, 68, 85, 91, 106, 109], "short": [3, 75, 79, 82], "descript": [3, 20, 29, 33, 69], "includ": [3, 5, 8, 11, 12, 13, 20, 21, 22, 24, 29, 30, 31, 33, 34, 35, 36, 51, 52, 58, 59, 66, 67, 68, 69, 75, 82, 86, 90, 98], "setup": 3, "py": [3, 71], "author": [3, 68], "email": 3, "step": [4, 48, 59, 67], "forecolor": [4, 25, 27, 28], "lightgrei": 4, "backcolor": [4, 25, 27, 28], "white": [4, 8, 25, 27, 28, 30, 59, 67, 71], "creat": [4, 29, 30, 33, 34, 35, 47, 57, 58, 59, 67, 69, 73, 89], "black": [4, 47, 67], "squar": [4, 59], "can": [4, 5, 8, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 24, 26, 30, 33, 35, 37, 39, 43, 47, 51, 52, 57, 59, 67, 68, 69, 75, 80, 82, 88, 90, 96, 97, 106, 109], "complement": 4, "transpar": [4, 8, 10, 25, 27, 28, 48, 50, 71, 83], "area": [4, 10, 12, 22, 23, 47, 48], "grid": 4, "pixel": [4, 24, 37, 47, 48, 50, 59, 62, 67, 71, 97], "mean": [4, 20, 22, 23, 25, 27, 28, 29, 39, 42, 43, 48, 52, 57, 58, 59, 88, 91, 109], "function": [4, 7, 8, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 35, 36, 37, 39, 42, 45, 47, 48, 50, 51, 54, 57, 58, 59, 62, 64, 66, 67, 68, 69, 81, 82, 83, 85, 86, 90, 94, 98, 100, 105], "suitabl": [4, 57, 59, 74, 98], "color": [4, 8, 10, 25, 27, 28, 47, 62, 67, 71, 96, 97, 106], "fore": [4, 25, 27, 28], "back": [4, 82], "A": [4, 5, 8, 13, 14, 15, 16, 17, 18, 20, 21, 25, 27, 28, 29, 34, 37, 38, 39, 40, 45, 46, 47, 48, 50, 57, 59, 60, 67, 68, 69, 73, 76, 81, 85, 88, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 102, 103, 104, 109], "rgba": [4, 8, 31, 37, 64, 65, 71, 83], "contain": [4, 5, 10, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 29, 30, 33, 34, 39, 40, 52, 54, 59, 64, 67, 68, 69, 75, 79, 82, 91, 94, 100, 102, 104], "add": [4, 35, 68, 69, 76], "rgb": [4, 6, 7, 8, 30, 31, 47, 59, 60, 67, 71, 83], "In": [4, 27, 39, 90, 91], "document": [4, 107, 108, 109], "accur": [4, 13, 21, 94, 100], "present": [4, 35, 69, 74], "state": [4, 33], "shown": [4, 70], "follow": [4, 29, 39, 52, 58, 59, 63, 68, 69, 75, 82, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104, 109], "figur": 4, "modul": [5, 8, 11, 12, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 35, 36, 37, 57, 58, 66, 68, 69, 70, 82, 85, 86, 94, 100, 106], "provid": [5, 8, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 31, 33, 34, 35, 36, 37, 39, 47, 50, 52, 54, 57, 58, 59, 66, 67, 68, 69, 79, 80, 82, 85, 86, 88, 94, 100], "util": [5, 8, 11, 20, 21, 29, 32, 34, 43, 46, 50, 53, 57, 58, 63, 66, 68, 74, 75, 79, 82, 106], "handl": [5, 8, 11, 29, 30, 33, 34, 36, 37, 55, 58, 59, 66, 69], "url": [5, 9, 13, 16, 18, 30, 37, 67, 106], "convers": [5, 8, 34, 58, 59], "between": [5, 14, 15, 21, 22, 29, 30, 33, 39, 43, 44, 48, 58, 64, 65, 73, 79, 83, 86], "valid": [5, 11, 47, 48, 52, 59, 106], "format": [5, 8, 10, 25, 27, 28, 29, 30, 33, 34, 35, 36, 37, 40, 47, 50, 51, 53, 57, 59, 67, 68, 69, 75, 77, 82, 98, 106], "support": [5, 6, 8, 11, 14, 15, 16, 18, 21, 29, 33, 34, 35, 48, 54, 57, 58, 59, 64, 65, 67, 68, 69, 82, 83], "convert": [5, 8, 30, 35, 37, 39, 52, 57, 58, 59, 69, 82, 98], "specifi": [5, 8, 22, 23, 24, 29, 30, 33, 34, 39, 47, 48, 50, 59, 67, 68, 69, 73, 75, 80, 82, 85], "load": [5, 8, 13, 14, 17, 18, 29, 30, 33, 34, 35, 37, 67, 82, 88], "variou": [5, 8, 14, 15, 17, 21, 22, 24, 29, 31, 33, 34, 36, 59, 67, 69, 86, 109], "mime": 5, "jpg": [5, 6, 7, 8, 11, 12, 14, 15, 16, 17, 18, 21, 24, 29, 34, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 51, 60, 71, 74, 75, 79, 82, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 105], "save_kwarg": 5, "string": [5, 13, 15, 16, 20, 37, 52, 67, 68, 76, 88, 105], "pil": [5, 6, 7, 8, 10, 11, 17, 24, 30, 34, 43, 46, 47, 48, 50, 57, 59, 60, 62, 67, 75, 83, 92, 97], "numpi": [5, 6, 10, 24, 30, 33, 37, 39, 50, 52, 82, 86], "arrai": [5, 10, 24, 30, 37, 39, 43, 50, 52, 82, 86], "file": [5, 8, 10, 11, 12, 13, 16, 18, 24, 35, 37, 43, 60, 66, 67, 68, 69, 88, 97, 105, 106], "path": [5, 8, 10, 12, 13, 16, 18, 24, 30, 34, 37, 60, 67, 68, 69, 75, 92, 97, 105], "desir": [5, 60], "addit": [5, 11, 29, 30, 33, 34, 35, 47, 48, 58, 67, 69], "keyword": [5, 11, 29, 30, 33, 34, 35, 47, 48, 67, 69, 85], "argument": [5, 11, 29, 30, 33, 34, 35, 47, 48, 51, 52, 67, 69, 73, 75, 82, 85], "pass": [5, 11, 27, 28, 29, 30, 33, 34, 35, 47, 48, 67, 71, 79, 83, 85], "save": [5, 10, 24, 35, 62, 67, 68, 69, 71], "encod": [5, 6, 9, 29, 30, 33, 37, 69, 106], "open": [5, 6, 7, 8, 10, 12, 17, 29, 34, 46, 47, 48, 50, 62, 67, 68, 83, 88], "test": [5, 43, 83, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104], "blob_url": 5, "qualiti": [5, 23, 40, 61, 67, 82, 83], "95": [5, 34, 59, 72, 73, 80], "base64": 5, "pre": [5, 13, 15, 18, 30, 33, 40], "object": [5, 6, 8, 10, 11, 12, 18, 22, 24, 34, 35, 37, 43, 47, 51, 54, 55, 58, 59, 60, 67, 69, 74, 75, 88, 91, 92, 94, 97, 100, 104], "rais": [5, 8, 11, 13, 14, 16, 17, 18, 21, 22, 29, 33, 34, 37, 47, 50, 52, 55, 57, 58, 59, 62, 67, 68, 69, 72, 73, 80], "valueerror": [5, 11, 13, 16, 18, 21, 22, 29, 33, 37, 50, 59, 69, 80], "unsupport": [5, 45, 58, 59, 80], "method": [5, 11, 29, 30, 31, 33, 34, 36, 37, 39, 47, 59, 94, 100], "warn": 5, "userwarn": 5, "doesn": [5, 37, 73], "t": [5, 37, 73], "match": [5, 22, 33, 37, 50, 59, 73, 77, 106], "actual": [5, 18, 21, 45], "invalid": [5, 13, 16, 18, 21, 29, 33, 35, 59], "show": [5, 11, 13, 14, 15, 16, 51], "bool": [5, 7, 8, 11, 24, 27, 34, 39, 45, 47, 50, 51, 54, 59, 64, 65, 68, 69, 72, 73, 74, 75, 76, 78, 79, 82, 83, 89, 97, 105], "effici": [5, 20, 23, 30, 68, 86], "without": [5, 34, 62, 67, 72, 73, 81], "content": [5, 11, 12, 27, 45, 70], "true": [5, 7, 8, 11, 24, 34, 39, 47, 48, 51, 54, 57, 58, 59, 64, 65, 68, 69, 72, 73, 76, 78, 82, 89, 92, 97, 105], "fals": [5, 6, 7, 8, 11, 24, 27, 34, 39, 45, 47, 59, 64, 65, 67, 68, 69, 72, 73, 74, 75, 76, 78, 79, 82, 83, 89, 92, 97, 105], "otherwis": [5, 8, 11, 35, 39, 59, 64, 65, 69, 72, 73, 78, 83, 88], "abc": 5, "svg": 5, "xml": 5, "jpeg": [5, 63, 67, 92, 105], "text": [5, 19, 24, 30, 33, 45, 67, 76, 78, 106], "plain": 5, "hello": 5, "order_": [6, 7], "chw": [6, 7], "both": [6, 13, 22, 30, 33, 45, 57, 68, 82], "np": [6, 7, 10, 29, 30, 33, 37, 39, 48, 50, 52, 82, 86], "uint8": [6, 7], "float32": [6, 7, 10, 25, 27, 28, 39], "ar": [6, 10, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 29, 30, 33, 34, 35, 39, 42, 43, 44, 45, 47, 52, 55, 58, 59, 60, 63, 67, 68, 69, 72, 73, 74, 75, 79, 80, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 99, 100, 101, 102, 103, 104, 105], "order": [6, 7, 59, 76, 77, 106], "rgb_encod": [6, 9], "custom_imag": [6, 7], "data_cwh": 6, "cwh": 6, "data_int": 6, "use_float": [6, 7], "mode": [6, 7, 8, 22, 34, 37, 58, 60, 67, 80, 83, 88], "1606x1870": [6, 7], "0x7fb9b89bbdc0": 6, "0x7fb9b89bbe50": 6, "0x7fb9b89bbdf0": 6, "invers": 6, "oper": [6, 30, 33, 38, 39, 40, 42, 43, 59, 68, 106], "ndarrai": [7, 10, 29, 30, 33, 37, 39, 43, 48, 50, 52, 82, 86], "channel": [7, 8, 31, 59, 64, 65, 83], "jpegimageplugin": [7, 60], "jpegimagefil": [7, 60], "0x7f9ec37389d0": 7, "shape": [7, 39, 43, 50, 71, 82], "dtype": [7, 39], "3": [7, 10, 12, 13, 14, 15, 21, 22, 39, 40, 43, 45, 47, 52, 54, 59, 62, 67, 75, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108, 109], "1870": 7, "1606": 7, "whc": 7, "": [7, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 29, 34, 35, 37, 45, 47, 57, 59, 67, 82, 85, 93], "result": [7, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 37, 40, 43, 45, 47, 48, 50, 51, 71, 74, 75, 82, 86, 93, 94, 100], "same": [7, 8, 39, 44, 82, 85], "torchvis": [7, 56, 106], "transform": [7, 8, 55, 56, 57, 58, 76, 106], "to_tensor": [7, 57, 58], "process": [8, 9, 11, 13, 14, 16, 17, 22, 31, 34, 36, 37, 39, 57, 59, 62, 64, 65, 66, 73, 82, 109], "manipul": [8, 66], "python": [8, 37, 62, 85, 107, 108, 109], "librari": [8, 34, 57, 59, 62, 109], "It": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 35, 36, 47, 48, 50, 54, 57, 58, 66, 68, 69, 82, 85, 86, 98, 109], "multipl": [8, 10, 16, 30, 33, 37, 39, 43, 67], "ad": [8, 12, 59, 68, 69, 76], "background": [8, 9, 25, 27, 28, 30, 61, 67, 71, 106], "check": [8, 11, 37, 42, 68, 72, 73, 78, 89, 92, 102, 105, 109], "alpha": [8, 31, 64, 65], "design": [8, 22, 29, 33, 35, 36], "simplifi": [8, 90], "common": [8, 58], "relat": [8, 12, 14, 17, 66, 73, 86], "task": [8, 21, 22, 33, 36, 47, 57], "applic": [8, 57, 74, 79, 98], "kei": [8, 18, 22, 30, 59, 68, 75, 82], "featur": [8, 13, 18, 30, 32, 33, 39, 43, 69, 71, 74, 75, 76, 82, 90], "binari": [8, 86], "like": [8, 12, 19, 24, 58, 59, 79, 85, 109], "onc": 8, "particularli": [8, 22, 29, 35, 36, 69, 85], "requir": [8, 10, 20, 21, 39, 48, 68, 69, 94, 100, 109], "preprocess": [8, 20, 29, 30, 34, 39, 64, 106], "befor": [8, 37, 39, 68, 82], "further": 8, "analysi": [8, 40], "force_background": [8, 59], "appli": [8, 15, 18, 20, 31, 39, 47, 48, 50, 57, 59, 62, 82, 86], "necessari": [8, 39, 74, 79], "ha": [8, 23, 45, 58, 83, 98, 107, 108], "4": [8, 12, 15, 17, 18, 22, 37, 38, 39, 40, 43, 47, 52, 62, 64, 65, 67, 75, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108], "avoid": [8, 74], "anomali": 8, "dure": [8, 29, 37, 76, 97, 105], "subsequ": [8, 30, 47], "union": [8, 13, 14, 15, 16, 17, 18, 21, 22, 30, 33, 37, 39, 47, 52, 57, 59, 67, 69, 72, 73, 80], "retain": 8, "typeerror": [8, 52, 57, 58, 59, 72, 73, 80], "isinst": 8, "list": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 39, 43, 45, 47, 48, 51, 54, 57, 58, 59, 60, 72, 73, 80, 81, 82, 89, 91, 94, 100, 104], "tupl": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 39, 40, 43, 45, 47, 48, 51, 59, 82, 90, 91, 93, 94, 95, 98, 99, 100, 101, 102, 103, 104], "take": [8, 54, 59], "singl": [8, 16, 33, 37, 39, 58, 59, 76, 82, 86], "call": [8, 26, 67], "each": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 29, 34, 39, 43, 50, 57, 66, 76, 78, 82, 83, 98], "item": [8, 10, 18], "batch": [8, 64, 65, 82, 83, 102], "multiimagestyp": [8, 30, 33, 39, 48], "iter": [8, 59, 62, 73], "img_path": 8, "image1": 8, "image2": 8, "loaded_imag": 8, "len": [8, 60], "all": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 26, 29, 30, 33, 34, 38, 39, 40, 42, 43, 45, 51, 52, 62, 64, 65, 68, 70, 71, 75, 77, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "pillow": [8, 56, 106], "boolean": [8, 39], "tool": [9, 16, 24, 29, 31, 38, 39, 40, 41, 47, 62, 70, 76, 96, 98], "basic": [9, 57, 61, 73], "grid_background": 9, "grid_transpar": 9, "blob": [9, 71, 106], "to_blob_url": 9, "load_image_from_blob_url": 9, "is_valid_image_blob_url": 9, "decod": [9, 37, 106], "rgb_decod": 9, "load_imag": [9, 24, 51, 67], "has_alpha_channel": 9, "layer": [9, 86, 106], "istack": 9, "download_image_from_url": 9, "is_http_url": 9, "mai": [10, 14, 17, 39, 63, 67, 74, 79, 85, 105, 107, 108], "block": [10, 29, 33, 34], "togeth": 10, "new": [10, 23, 29, 52, 64, 65, 67, 68, 73], "similar": [10, 12, 19, 30, 33, 39, 43, 59, 79, 82, 106], "techniqu": [10, 31, 37], "p": [10, 74, 75, 79, 82], "need": [10, 16, 34, 45, 48, 85, 89, 91, 94, 97, 100, 104], "stack": [10, 82], "addition": 10, "second": [10, 22, 39, 44, 78], "element": [10, 82], "rang": [10, 39, 43, 48], "left": [10, 47, 48, 52, 86], "0": [10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 29, 30, 34, 38, 39, 40, 43, 45, 47, 48, 50, 52, 54, 57, 58, 59, 62, 67, 68, 72, 73, 74, 75, 76, 79, 80, 81, 82, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108, 109], "right": [10, 47, 52, 86], "two": [10, 22, 39, 44, 62, 78, 97], "dimension": [10, 82], "h": [10, 25, 27, 28, 50, 71], "w": [10, 25, 27, 28, 50, 71, 82], "posit": [10, 39, 47, 48, 90], "target": [10, 19, 25, 27, 28, 30, 48, 59], "By": [10, 45], "first": [10, 12, 16, 22, 34, 39, 44, 78], "howev": [10, 39], "solid": [10, 47], "pure": [10, 71], "lime": [10, 71], "nian": 10, "nian_lim": 10, "yellow": [10, 67], "5": [10, 12, 16, 21, 22, 39, 40, 43, 45, 48, 50, 52, 57, 58, 59, 60, 67, 74, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "9": [10, 12, 22, 39, 43, 52, 59, 67, 80, 89, 90, 91, 93, 94, 97, 98, 99, 100, 101, 103, 104], "nian_tran": 10, "custom": [10, 13, 14, 15, 16, 17, 18, 21, 29, 33, 34, 37, 40, 47, 48, 50, 58, 59, 67, 68, 72], "mask": [10, 25, 27, 28, 48, 50, 71], "hs1": 10, "ab": 10, "linspac": 10, "ws1": 10, "nian_mask": 10, "hxw": [10, 25, 27, 28, 50], "download": 11, "special": [11, 12], "github": [11, 51, 107, 108, 109], "hug": [11, 18, 29, 30, 33, 34, 39, 59, 82], "face": [11, 18, 19, 20, 29, 30, 33, 34, 39, 52, 54, 59, 67, 73, 82, 90, 106], "progress": [11, 64, 65, 83], "track": 11, "host": [11, 12, 15, 20, 23, 30, 39, 45, 60, 75, 83, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104, 109], "main": [11, 17, 20, 21, 24, 29, 30, 33, 34, 39, 59, 67, 69, 71, 74, 85, 109], "compon": [11, 12, 22, 29, 30, 33, 34, 85], "http": [11, 51, 71, 109], "intern": [11, 33, 55, 68], "silent": [11, 64, 65, 83], "expected_s": 11, "kwarg": [11, 12, 13, 14, 15, 16, 17, 18, 21, 29, 30, 33, 34, 35, 47, 48, 67, 69], "suppress": [11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 24, 34, 47, 83], "bar": 11, "displai": [11, 30, 33, 64, 65], "expect": [11, 37, 59], "session": 11, "get": [11, 25, 27, 28, 30, 38, 40, 60, 61, 67, 71, 74, 77, 82, 88, 90, 95, 97, 99, 101, 103], "especi": 11, "hf": 11, "request": 11, "requestexcept": 11, "fail": [11, 13], "unidentifiedimageerror": 11, "com": [11, 51, 109], "ftp": 11, "booru": 12, "yolo": [12, 18, 20, 32, 106], "aperveyev": 12, "deepgh": [12, 13, 14, 15, 16, 17, 18, 20, 23, 39, 43, 45, 60, 75, 79, 83, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104, 109], "overal": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 26, 38, 39, 40, 42, 43, 45, 51, 62, 64, 65, 70, 77, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "benchmark": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 26, 38, 39, 40, 42, 43, 45, 51, 62, 64, 65, 70, 77, 83, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "explan": 12, "No": [12, 67, 107, 108], "head": [12, 19, 24, 51, 73, 90, 99, 106], "anim": [12, 13, 14, 15, 16, 17, 18, 19, 21, 26, 28, 38, 39, 40, 42, 51, 53, 54, 60, 67, 70, 71, 73, 74, 77, 83, 90, 91, 94, 95, 99, 100, 101, 103, 104, 109], "pretti": 12, "girl": [12, 45, 73], "onli": [12, 13, 14, 15, 16, 17, 18, 21, 24, 39, 68, 73, 74, 79, 82, 97], "bust": 12, "torso": 12, "part": [12, 50, 51, 52], "collarbon": 12, "center": [12, 48, 58, 59], "pair": [12, 22, 33], "cover": [12, 20, 48, 67, 73], "breast": [12, 20, 73, 74, 75, 79, 81, 82], "boob": 12, "bra": 12, "nippl": [12, 13, 47, 67], "mostli": [12, 16], "visibl": [12, 24], "nsfw": [12, 47, 96, 106], "shld": 12, "shoulder": [12, 52], "mayb": 12, "one": [12, 33, 37, 43, 45, 59, 73, 82], "view": [12, 45], "profil": 12, "exactli": 12, "rear": 12, "exclud": 12, "sideb": 12, "uncov": 12, "other": [12, 39, 45, 59, 78, 81, 90], "visual": [12, 13, 14, 15, 16, 18, 19, 21, 39, 41, 51, 53, 82, 106], "mark": 12, "belli": [12, 20], "button": [12, 29, 75], "hip": [12, 52], "half": [12, 16, 73], "stock": 12, "line": [12, 26, 27, 54], "knee": [12, 52], "below": [12, 54, 70, 109], "6": [12, 22, 24, 39, 43, 52, 59, 62, 72, 73, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108], "nopan": 12, "panti": [12, 76], "cloth": 12, "bikini": 12, "regardless": 12, "censor": [12, 19, 47, 48, 94, 100, 106], "evid": 12, "7": [12, 13, 15, 16, 17, 18, 34, 39, 43, 45, 47, 50, 52, 59, 67, 72, 73, 79, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "butt": 12, "buttock": [12, 20], "least": [12, 36, 37, 69], "partial": 12, "behind": 12, "more": [12, 13, 32, 33, 45, 52, 57, 67, 85, 88], "less": [12, 13, 15, 21, 89], "stand": [12, 67, 74, 75, 79, 82], "sit": [12, 73], "ass": 12, "split": [12, 79], "leg": [12, 67], "wide": [12, 67], "90": 12, "degre": [12, 48], "typic": [12, 13, 30, 59], "abov": [12, 13, 14, 15, 16, 17, 18, 21, 50, 91, 94, 100, 104], "10": [12, 23, 29, 39, 43, 48, 52, 59, 62, 89, 90, 91, 94, 97, 98, 100, 101], "sprd": 12, "strongli": [12, 83], "11": [12, 39, 52, 89, 90, 91, 94, 97, 98, 100, 101], "vsplt": 12, "pose": [12, 39, 106], "12": [12, 24, 39, 47, 52, 59, 89, 90, 91, 94, 97, 98, 100, 101], "vsprd": 12, "vsplit": 12, "13": [12, 39, 52, 90, 91, 94, 98, 101, 103], "full": [12, 67], "almost": 12, "side": [12, 46, 73, 105], "usual": [12, 43], "ly": 12, "14": [12, 52, 59, 90, 91, 94, 98, 101, 109], "wing": [12, 73], "dragon": 12, "poni": 12, "15": [12, 42, 44, 52, 59, 90, 91, 94, 98, 101, 107, 108], "feral": 12, "four": [12, 13, 90], "non": [12, 13, 14, 15, 16, 17, 18, 20, 21, 34, 47, 95], "human": [12, 13, 14, 15, 16, 17, 18, 21, 51, 53, 89], "16": [12, 52, 59, 62, 64, 65, 90, 94, 98, 101], "hdrago": 12, "style": [12, 16, 21, 48, 103, 109], "17": [12, 52, 59, 98, 103], "hponi": 12, "18": [12, 20, 52, 59, 94, 98, 100, 107, 108], "hfox": 12, "cartoon": 12, "fox": 12, "dog": 12, "zootopia": 12, "nick": 12, "wild": 12, "19": [12, 52, 98], "hrabb": 12, "rabbit": 12, "judi": 12, "hopp": 12, "bunnygirl": 12, "20": [12, 29, 52, 59, 67, 98], "hcat": 12, "cat": [12, 73, 80], "catgirl": 12, "sharp": 12, "muzzl": 12, "compar": [12, 22, 33], "21": [12, 16, 52, 59, 103], "hbear": 12, "bear": 12, "22": [12, 52, 59], "jacko": 12, "memet": 12, "jack": 12, "o": [12, 67, 69, 79, 82, 94, 97, 107, 108], "contest": 12, "toward": [12, 52], "viewer": [12, 67], "23": [12, 52, 59], "jackx": 12, "sometim": 12, "24": [12, 39, 43, 52, 59, 62], "hhors": 12, "hors": 12, "implement": [12, 30, 33, 44, 85], "aa09": 12, "25": [12, 15, 20, 34, 44, 59, 103], "hbird": 12, "bird": 12, "name": [12, 13, 14, 15, 16, 17, 18, 21, 23, 29, 30, 33, 34, 39, 40, 45, 47, 52, 57, 58, 59, 74, 79, 82, 83, 89, 90, 93, 95, 98, 99, 101, 102, 103], "releas": 12, "time": [12, 69, 83], "yolov8s_pp09": 12, "2023": 12, "focus": 12, "class": [12, 14, 17, 18, 29, 30, 31, 33, 34, 37, 47, 48, 52, 55, 57, 59, 60, 66, 67, 69, 73, 90, 91, 94, 95, 99, 100, 101, 103, 104], "advanc": [12, 109], "capabl": [12, 30, 37, 45], "specif": [12, 13, 18, 29, 30, 33, 35, 37, 47, 52, 55, 57, 59, 69, 70, 90, 94, 100], "scenario": [12, 74, 79, 85], "yolov8s_pp12": 12, "2024": 12, "final": 12, "patch": 12, "continu": 12, "focu": [12, 67], "enhanc": [12, 32, 106], "improv": [12, 23, 82], "previou": 12, "yolov8m_pp13": 12, "offer": [12, 15, 16, 17, 22, 57, 69, 97], "yolov8n_as01": 12, "spinoff": 12, "26": [12, 59], "train": [12, 13, 14, 15, 16, 17, 18, 21, 39, 40, 74, 75, 76, 79, 83, 94, 100], "80": 12, "epoch": 12, "sfw": 12, "subset": 12, "wa": 12, "eventu": 12, "abandon": 12, "due": [12, 38, 39, 74, 79, 85, 90, 105], "ineffect": 12, "yolov8m_as02": 12, "start": [12, 37, 48, 67, 106], "30": [12, 21, 48], "public": [12, 30], "friendli": [12, 109], "reduc": [12, 39, 50, 82], "yolov8m_as03": 12, "as02": 12, "60": 12, "aim": 12, "bottleneck": 12, "reproduc": 12, "yolov8s_aa06": 12, "initi": [12, 29, 30, 34, 37, 47, 60, 73], "current": [12, 58, 64, 67, 94, 100, 107, 108, 109], "reincarn": 12, "some": [12, 29, 32, 39, 43, 44, 48, 61, 72, 74, 75, 79, 82, 83, 85, 92, 105, 107, 108], "yolov8s_aa09": 12, "updat": [12, 29, 30, 33, 34, 68], "dataset": [12, 13, 14, 15, 16, 17, 18, 21, 40, 43, 82, 96], "closeup": 12, "adjust": [12, 34, 43, 73], "larg": [12, 27, 30, 39, 82], "hat": [12, 73], "aa06": 12, "yolov8s_aa10": 12, "major": 12, "fix": 12, "issu": [12, 18, 64], "wear": 12, "yolov8s_aa11": 12, "latest": [12, 34, 74, 79], "mainstream": 12, "aa10": 12, "outstand": 12, "map": [12, 29, 45, 51, 72, 73, 76, 80, 81, 86, 98, 102], "score": [12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 29, 30, 33, 38, 40, 42, 43, 45, 51, 52, 54, 76, 80, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "though": 12, "note": [12, 16, 39, 48, 67, 90, 94, 97, 100, 107, 108], "complet": [12, 34, 48, 90, 96, 106], "fair": 12, "bias": 12, "model_nam": [12, 13, 14, 15, 16, 17, 18, 21, 29, 30, 33, 34, 40, 47, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "conf_threshold": [12, 13, 14, 15, 16, 17, 18, 21, 34, 47], "iou_threshold": [12, 13, 14, 15, 16, 17, 18, 20, 21, 34, 47], "perform": [12, 16, 20, 21, 23, 30, 33, 34, 39, 45, 47, 48, 51, 59, 74, 85, 97, 98, 107, 108], "confid": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 34, 40, 45, 47, 52, 54, 75, 82], "threshold": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 25, 34, 39, 42, 43, 45, 47, 50, 54, 74, 75, 79, 82, 89, 97], "iou": [12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 34, 47], "bounding_box": 12, "x1": [12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 34, 47, 48], "y1": [12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 34, 47, 48], "x2": [12, 20, 22], "y2": [12, 20, 22], "box": [12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 45, 51], "f": [12, 17, 22, 39, 43, 67, 86], "2f": 12, "point": [13, 17, 39, 52, 59], "femal": [13, 20, 47, 73], "genit": 13, "male": [13, 20, 73], "anime_censor_detect": 13, "yolov8": [13, 14, 15, 16, 17, 18, 21], "model": [13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 26, 27, 28, 29, 30, 31, 33, 34, 38, 39, 40, 43, 45, 47, 51, 52, 54, 59, 62, 63, 64, 65, 66, 67, 70, 74, 75, 76, 77, 79, 82, 83, 86, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 106, 109], "v1": [13, 14, 15, 16, 17, 21, 47, 67, 82], "identifi": [13, 29, 37, 64], "locat": 13, "anatom": 13, "analyz": [13, 20, 40], "data": [13, 16, 18, 35, 37, 39, 51, 58, 66, 67, 74, 76, 94, 100, 106, 107, 108, 109], "either": [13, 14, 15, 16, 17, 33, 39, 59, 82, 86], "standard": [13, 15, 16, 17, 35, 59, 85], "n": [13, 14, 15, 16, 17, 18, 21, 37, 39, 47, 59, 67], "nano": [13, 15, 16, 17, 47], "faster": [13, 14, 15, 16, 17, 18, 47], "while": [13, 15, 16, 17, 24, 34, 46, 48, 62, 85], "slower": [13, 21], "construct": [13, 14, 16, 17, 47, 82], "intersect": [13, 14, 15, 16, 17, 18, 21, 22, 47], "over": [13, 14, 15, 16, 17, 18, 21, 22, 23, 47, 73], "merg": [13, 14, 15, 16, 17, 39], "integ": [13, 37, 43, 52, 59], "x0": [13, 14, 15, 16, 17, 18, 21, 24, 34, 47, 48], "y0": [13, 14, 15, 16, 17, 18, 21, 24, 34, 47, 48], "bound": [13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 51], "indic": [13, 39, 52, 55, 74, 79, 82], "nipple_f": [13, 47], "peni": [13, 47], "pussi": [13, 47, 67], "runtimeerror": [13, 29, 33], "detection_visu": [13, 14, 15, 16, 18, 19, 21], "nude_girl": [13, 47], "365": 13, "264": 13, "399": 13, "289": [13, 14], "7473511695861816": 13, "224": [13, 57, 58, 59], "260": 13, "252": 13, "285": 13, "6830288171768188": 13, "206": 13, "523": [13, 47, 48], "240": 13, "608": 13, "6799028515815735": 13, "matplotlib": [13, 14, 15, 16, 24, 51], "pyplot": [13, 14, 15, 16, 51], "plt": [13, 14, 15, 16, 51], "imshow": [13, 14, 15, 16, 51], "anime_eye_detect": 14, "allow": [14, 15, 17, 18, 21, 30, 34, 37, 55, 57, 59, 85], "trade": [14, 16], "off": [14, 16], "speed": [14, 15, 16, 17, 18, 21, 25, 83], "accuraci": [14, 15, 16, 17, 18, 21, 45, 89, 91, 94, 97, 100, 104], "higher": [14, 15, 16, 17, 18, 20, 23, 97], "consid": [14, 17, 22, 39, 45, 48, 50, 60, 73, 94, 100], "overlap": [14, 16, 17, 18, 22, 64, 65, 74, 75, 77, 79, 82, 83, 106], "coordin": [14, 15, 16, 17, 18, 24, 34, 48, 52, 62], "alwai": [14, 16, 17, 18, 45], "except": [14, 17, 37, 55, 59, 67], "predict": [14, 18, 21, 29, 30, 33, 34, 75, 82, 89, 91, 93, 94, 97, 98, 100, 102, 104], "yolo_predict": [14, 21, 32], "squat": [14, 16, 51], "297": 14, "239": [14, 45], "341": 14, "271": 14, "7760562896728516": 14, "230": 14, "263": 14, "308": 14, "7682342529296875": 14, "createml": 15, "huggingfac": [15, 17, 39, 45, 59, 62, 71, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104], "anime_face_detect": 15, "user": [15, 21, 29, 30, 33, 34, 37, 60, 69, 109], "balanc": [15, 17, 21, 67], "system": [15, 16, 25, 55, 59, 94, 100], "overhead": [15, 16, 25, 85], "avail": [15, 21, 24, 29, 30, 37, 39, 45, 48, 55, 59, 67, 80, 88, 89, 91, 94, 100, 104], "v0": [15, 21, 64, 65], "overrid": [15, 21], "auto": [15, 21, 51, 69, 88], "mostima_post": [15, 18], "29": [15, 18, 59], "441": [15, 18], "204": [15, 18], "584": [15, 18], "7874319553375244": [15, 18], "346": [15, 18], "59": [15, 18], "529": [15, 18], "275": [15, 18], "7510495185852051": [15, 18], "606": [15, 18], "51": [15, 18, 59], "895": [15, 18], "336": [15, 18], "6986488103866577": [15, 18], "upper": [16, 47], "bodi": [16, 21, 51, 52, 54, 67], "anime_halfbody_detect": 16, "pleas": [16, 23, 38, 39, 45, 64, 66, 68, 83, 90, 94, 97, 100, 107, 108], "primari": [16, 90, 93, 95, 99, 101, 103], "purpos": 16, "crop": [16, 50, 57, 58, 59, 67], "illustr": [16, 67, 91, 93], "therefor": [16, 39, 107, 108], "consist": [16, 39], "person": [16, 19, 22, 24, 34, 51, 99, 106], "peopl": [16, 80], "guarante": [16, 45], "you": [16, 18, 19, 21, 26, 45, 48, 64, 65, 82, 83, 85, 88, 89, 90, 91, 94, 97, 100, 104, 109], "inde": 16, "recommend": [16, 23, 39, 42, 43, 82, 83, 94, 100], "approach": 16, "detect_person": [16, 19, 24, 51], "individu": [16, 22, 37, 57, 66], "obtain": [16, 26, 38, 39], "local": [16, 60, 107, 108], "flexibl": [16, 57, 58], "lower": [16, 42, 43, 45, 47], "127": 16, "629": 16, "637": 16, "9040350914001465": 16, "anime_hand_detect": 17, "choos": [17, 21, 45], "35": [17, 59, 67, 74, 82], "configur": [17, 29, 39, 57, 58, 59, 106], "suit": 17, "case": [17, 23, 39, 42], "defin": [17, 21, 39, 67, 86], "being": 17, "label": [17, 18, 20, 22, 23, 24, 29, 30, 33, 34, 39, 40, 45, 76, 98, 102], "infer": [17, 20, 23, 30, 33, 34, 51, 64, 65, 88, 97], "anime_imag": 17, "bbox": 17, "conf": 17, "customiz": [18, 24], "integr": [18, 30, 74, 109], "repositori": [18, 29, 30, 33, 34, 39], "anime_head_detect": 18, "contribut": 18, "our": 18, "develop": [18, 83, 109], "yolo11": 18, "architectur": 18, "usag": [18, 29, 30, 66, 67, 68, 74, 85, 86, 105], "head_detect_v2": 18, "0_": 18, "equal": [18, 48], "deprec": [18, 23, 38], "remov": [18, 23, 29, 34, 38, 45, 62, 71, 73, 75, 76, 81, 82], "futur": [18, 23], "help": [18, 39, 50, 62], "For": [18, 19, 21, 22, 30, 39, 45, 52, 66, 82, 88], "instead": [18, 23, 76], "detect_head": [19, 24], "booru_yolo": [19, 106], "detect_with_booru_yolo": 19, "detect_censor": [19, 47, 94, 100], "ey": [19, 48, 52, 67, 73, 106], "detect_ey": 19, "detect_fac": 19, "halfbodi": [19, 90, 99, 106], "detect_halfbodi": 19, "hand": [19, 52, 54, 67, 73, 106], "detect_hand": 19, "nudenet": [19, 106], "detect_with_nudenet": 19, "calculate_i": 19, "bboxes_similar": 19, "detection_similar": 19, "detect_text": 19, "nuditi": 20, "run": [20, 25, 29, 30, 34, 83, 88, 105, 106], "nm": 20, "postprocess": 20, "onnx": [20, 29, 30, 33, 34, 75, 88, 98], "nudenet_onnx": 20, "notai": 20, "tech": 20, "detail": [20, 62, 66, 67, 88, 90], "respect": 20, "female_genitalia_cov": 20, "genitalia": 20, "face_femal": 20, "buttocks_expos": 20, "expos": 20, "female_breast_expos": 20, "female_genitalia_expos": 20, "male_breast_expos": 20, "anus_expos": 20, "anu": 20, "feet_expos": 20, "feet": [20, 52, 54], "belly_cov": 20, "feet_cov": 20, "armpits_cov": 20, "armpit": 20, "armpits_expos": 20, "face_mal": 20, "belly_expos": 20, "male_genitalia_expos": 20, "anus_cov": 20, "female_breast_cov": 20, "buttocks_cov": 20, "onnxruntim": [20, 87, 106], "topk": [20, 29], "100": [20, 25, 34, 42, 59, 85], "45": [20, 43, 59], "score_threshold": 20, "number": [20, 29, 30, 33, 37, 39, 45, 52, 60, 62, 86, 89], "keep": [20, 79], "entir": 21, "anidet3": 21, "roboflow": 21, "m": 21, "x": [21, 39, 48, 52, 67, 85, 86, 102], "fastest": [21, 25], "most": [21, 29, 30, 33, 34], "confidence_scor": [21, 24], "genshin_post": [21, 46, 47, 48], "371": 21, "232": 21, "564": 21, "690": 21, "7533698678016663": 21, "135": [21, 52], "451": 21, "716": [21, 45], "6788613796234131": 21, "614": 21, "393": 21, "830": 21, "686": 21, "5612757205963135": 21, "1275": 21, "654": 21, "4047100841999054": 21, "calcul": [22, 30, 39, 42, 43], "comput": [22, 27, 30, 33, 41, 59, 85, 86, 98], "work": [22, 29, 30, 33, 36, 42, 69, 98], "aggreg": 22, "involv": 22, "segment": [22, 60, 106], "evalu": [22, 38], "algorithm": [22, 39, 42], "box1": 22, "box2": 22, "bboxtyp": 22, "measur": [22, 38, 39, 42], "divid": [22, 52], "4f": 22, "1429": 22, "bboxes1": 22, "bboxes2": 22, "liter": [22, 39, 48, 52, 64, 65, 80], "max": [22, 23], "raw": [22, 29, 30, 33, 37], "depend": [22, 67, 68, 105], "unknown": [22, 80], "hungarian": 22, "find": [22, 48], "optim": [22, 30, 39], "assign": [22, 23, 29, 39], "among": [22, 39], "averag": 22, "detect1": 22, "detect2": 22, "bboxwithscoreandlabel": 22, "group": [22, 29, 43, 76], "correspond": [22, 39, 45, 50, 59, 82, 98, 102], "combin": [22, 37, 45], "against": [22, 83], "ground": [22, 94, 100], "truth": [22, 94, 100], "car": 22, "85": [22, 74, 82], "75": 22, "text_detect": 23, "been": [23, 98], "migrat": 23, "ocr": [23, 106], "detect_text_with_ocr": [23, 106], "soon": 23, "paddleocr": [23, 45], "dbnetpp_resnet50_fpnc_1200e_icdar2015": 23, "05": [23, 59, 74, 75, 89, 90, 91, 93, 98, 99, 100, 101, 103, 104], "max_area_s": 23, "640": 23, "region": [23, 47, 50, 94, 100], "dbnet": 23, "do": [23, 50, 91], "640x640": 23, "ani": [23, 30, 33, 37, 39, 47, 57, 59, 62, 67, 72, 86, 88], "sinc": [23, 38], "appear": [24, 27], "font": 24, "pad": [24, 71], "see": [24, 67, 88], "text_pad": 24, "fontsiz": 24, "max_short_edge_s": 24, "fp": 24, "no_label": 24, "normal": [24, 30, 40, 57, 58, 59, 82], "predefin": [24, 73], "extract": [24, 25, 27, 28, 37, 39, 43, 45, 50, 59, 66, 67, 68, 69, 75, 82], "around": [24, 29, 34, 37, 54], "shortest": 24, "edg": [24, 54, 106], "maintain": [24, 34, 46, 52, 85, 109], "font_manag": 24, "fontproperti": 24, "properti": [24, 48, 52, 67, 69], "cv2": 25, "have": [25, 27, 39, 80, 81, 94, 100, 105], "lowest": 25, "resourc": [25, 106], "low_threshold": 25, "high_threshold": 25, "200": [25, 34, 59], "assum": [25, 27, 28, 71], "its": [25, 27, 28, 29, 39, 45, 46, 59, 68, 71, 74, 76, 88, 90, 91, 93, 94, 95, 98, 99, 100, 101, 103, 104], "low": [25, 33, 38, 40, 67, 79, 82, 83], "high": [25, 33, 34, 61, 67, 83, 97, 98], "outlin": 26, "comparison": [26, 74], "canni": [26, 106], "get_edge_by_canni": 26, "edge_image_with_canni": 26, "lineart": [26, 28, 106], "get_edge_by_lineart": 26, "edge_image_with_lineart": 26, "lineart_anim": [26, 106], "get_edge_by_lineart_anim": 26, "edge_image_with_lineart_anim": 26, "best": [27, 40, 48, 67], "effect": [27, 38, 47, 105], "closest": 27, "consum": 27, "amount": 27, "memori": [27, 29, 30, 34, 107, 108], "power": 27, "runtim": [27, 30, 88, 97], "coars": 27, "detect_resolut": [27, 28], "512": [27, 28, 54, 67, 83], "deeper": 27, "richer": 27, "probabl": [27, 30, 98], "extra": [27, 67], "increas": [27, 39], "resolut": [27, 28, 60, 83], "neural": [27, 28, 71, 86], "network": [27, 28, 71, 86], "classif": [29, 33, 86, 90, 91, 93, 94, 95, 96, 99, 100, 101, 103, 104], "those": [29, 97], "store": [29, 30, 34, 35, 67, 68], "well": [29, 42], "manag": [29, 30, 33, 34, 88, 106], "interact": [29, 30, 33, 34], "also": [29, 57, 82, 109], "token": [29, 30, 33, 34], "authent": [29, 30, 33, 34], "access": [29, 30, 33, 52, 67, 85], "privat": [29, 30, 31, 33, 43], "repo_id": [29, 30, 33, 34], "fn_preprocess": 29, "callabl": [29, 59], "hf_token": [29, 30, 33, 34], "comprehens": [29, 30], "imagepreprocessfunc": 29, "variabl": [29, 48, 88], "_model_nam": 29, "cach": [29, 30, 33, 34, 60, 87, 106], "_model": 29, "dictionari": [29, 35, 40, 57, 59, 67, 68, 69, 72, 73, 75, 90, 93, 95, 99, 101, 103], "_label": 29, "_hf_token": 29, "org": 29, "repo": [29, 59], "__init__": [29, 30, 31, 33, 34, 37, 48, 52, 60, 69, 73], "instanc": [29, 30, 34, 39, 47, 52, 59, 60, 73], "clear": [29, 30, 33, 34, 39, 68, 90, 94, 100], "free": [29, 30, 34], "up": [29, 30, 34, 73], "launch_demo": [29, 30, 33, 34], "default_model_nam": [29, 30, 33, 34], "server_nam": [29, 30, 33, 34], "server_port": [29, 30, 33, 34], "launch": [29, 30, 33, 34], "gradio": [29, 30, 33, 34], "demo": [29, 30, 33, 34, 79], "interfac": [29, 30, 33, 34, 85], "ui": [29, 33, 34], "make_ui": [29, 30, 33, 34], "server": [29, 30, 33, 34], "select": [29, 30, 33, 34, 39, 47, 60], "dropdown": [29, 30], "port": [29, 30, 33, 34], "importerror": [29, 34], "instal": [29, 33, 34, 62, 68, 106], "properli": [29, 33, 67], "usernam": [29, 34], "repo_nam": [29, 34], "model_v1": 29, "7860": [29, 30, 34], "submit": 29, "recent": [29, 30, 33, 34], "label_group": 29, "highest": [29, 98], "through": [29, 30, 59, 109], "error": [29, 37, 59, 82], "predict_fmt": 29, "fmt": [29, 30, 33, 40, 75, 82], "top5": 29, "logit": [29, 30, 33], "embed": [29, 30, 33, 37, 82], "dict": [29, 30, 37, 40, 51, 57, 58, 59, 67, 68, 69, 75, 82, 85, 90, 91, 93, 94, 95, 99, 100, 101, 103, 104], "top": [29, 48, 97], "k": 29, "e": [29, 30, 39, 61, 64, 65, 80, 83, 86], "g": [29, 30, 39, 61, 64, 65, 80, 82, 83], "top10": 29, "predict_scor": 29, "ia": 29, "conveni": [29, 52, 67, 109], "wrapper": [29, 34, 37], "id": [29, 30, 33, 34], "multimod": 30, "hub": 30, "discoveri": 30, "variant": [30, 33], "pipelin": [30, 57, 59], "pattern": [30, 39, 73], "direct": 30, "api": [30, 33], "control": [30, 67], "via": 30, "web": [30, 33], "deploy": [30, 98], "reus": 30, "lru": 30, "thread": [30, 33, 85, 105], "safe": [30, 33, 68, 74, 75, 85, 96, 98, 100, 105, 106], "demand": 30, "switch": 30, "image_encod": [30, 33], "upload": [30, 34], "enter": 30, "link": 30, "address": 30, "bind": 30, "organ": 30, "precomput": [30, 81], "cosin": 30, "scale": [30, 33, 47, 48, 52, 67, 71, 82, 107, 108], "complex": 30, "image_embed": 30, "text_embed": 30, "etc": [30, 59], "thei": [30, 39, 55, 59], "l2": [30, 82], "text_encod": [30, 33], "accept": 30, "_process_rgb": 31, "_process_alpha_channel_with_model": 31, "_process_rgba": 31, "attribut": 31, "classifi": [32, 90, 95, 96, 97, 99, 101, 103, 104, 106], "classifymodel": 32, "classify_predict_scor": 32, "classify_predict": 32, "classify_predict_fmt": 32, "imageenhanc": 32, "clip": [32, 59, 67, 106], "clipmodel": 32, "clip_image_encod": 32, "clip_text_encod": 32, "clip_predict": 32, "siglip": [32, 59, 106], "siglipmodel": 32, "siglip_image_encod": 32, "siglip_text_encod": 32, "siglip_predict": 32, "yolomodel": 32, "sigmoid": [33, 87], "loss": 33, "creation": [33, 57, 58, 69], "preprocessor": [33, 67], "reset": 33, "about": [33, 35], "hostnam": 33, "gr": [33, 34], "One": [33, 43], "detect": [34, 42, 45, 47, 51, 52, 53, 54, 72, 73, 88, 89, 94, 100, 106], "post": [34, 45], "helper": 34, "easi": 34, "metadata": [34, 40, 66, 68, 69, 106], "cleanup": 34, "associ": [34, 69], "default_conf_threshold": 34, "default_iou_threshold": 34, "environmenterror": [34, 62, 68], "environ": [34, 83, 85, 88, 106], "offlin": 34, "yolov5": 34, "allow_dynam": 34, "dynam": [34, 57], "300": [34, 59], "400": 34, "simpl": 34, "explicitli": 34, "read": [35, 36, 37, 66, 67, 68], "write": [35, 36, 37, 66, 68], "exif": [35, 36, 67], "gif": [35, 36, 67], "comment": 35, "These": [35, 38, 60], "retriev": [35, 39], "context": [35, 36], "ai": [35, 36, 69, 89], "found": [35, 48, 67, 90], "attempt": [35, 48, 59, 67, 69, 88], "commonli": [35, 59, 76, 86], "where": [35, 39, 67, 68, 82, 85], "look": [35, 45, 67, 90], "usercom": 35, "field": [35, 69], "dst_filenam": 35, "destin": [35, 67, 68, 69], "filenam": [35, 60], "pnginfo": [35, 37, 67, 69], "wai": [35, 67, 68], "geninfo": [36, 106], "lsb": [36, 69, 106], "signific": [36, 37, 39, 64, 69], "bit": [36, 37, 59, 69], "read_geninfo_paramet": 36, "read_geninfo_exif": 36, "read_geninfo_gif": 36, "write_geninfo_paramet": 36, "write_geninfo_exif": 36, "write_geninfo_gif": 36, "read_lsb_raw_byt": 36, "read_lsb_metadata": 36, "write_lsb_raw_byt": 36, "write_lsb_metadata": 36, "lsbreaderror": 36, "lsbextractor": 36, "imagelsbdataextractor": 36, "serialize_pnginfo": 36, "serialize_json": 36, "inject_data": 36, "steganographi": 37, "serial": 37, "json": 37, "compat": [37, 76], "inject": 37, "emb": [37, 82], "seamlessli": 37, "hidden": 37, "decompress": 37, "them": [37, 47, 57, 64, 68, 82], "gzip": 37, "written": 37, "appropri": [37, 45, 59, 67], "serializ": [37, 57], "err": 37, "caus": [37, 105], "multi": [37, 85], "get_next_n_byt": 37, "next": [37, 55], "get_one_byt": 37, "form": [37, 76], "read_32bit_integ": 37, "32": [37, 59], "interpret": [37, 52], "big": 37, "endian": 37, "enough": 37, "magic": 37, "stealth_pngcomp": 37, "extract_data": 37, "length": [37, 39, 46], "compress": 37, "along": [37, 39, 71], "robust": [37, 39], "skytnt": [38, 60, 71], "poor": 38, "anime_dbaesthet": [38, 41], "better": [38, 42, 62, 82, 83, 89, 91, 94, 97, 100, 104], "2053756": 38, "09986039996147156": 38, "1663584": 38, "24299287796020508": 38, "4886411": 38, "38091593980789185": 38, "2066024": 38, "5131649971008301": 38, "3670169": 38, "6011670827865601": 38, "5930006": 38, "7067991495132446": 38, "3821265": 38, "8237218260765076": 38, "5512471": 38, "9187621474266052": 38, "limit": [39, 74], "smaller": 39, "7eu7d7": [39, 79, 83, 109], "ccip_onnx": 39, "cluster": [39, 43], "refer": [39, 42, 66, 97], "relev": 39, "aforement": 39, "manual": [39, 48], "384": [39, 43, 57, 58, 59], "caform": 39, "randaug": 39, "prune": 39, "vector": 39, "pruned_fp32": 39, "5_fp32": 39, "feat": 39, "768": [39, 45, 67], "17847511429108218": 39, "1951224011983088": 39, "18397327797685215": 39, "y": [39, 48, 85], "16583099961280823": 39, "42947039008140564": 39, "4037521779537201": 39, "4371533691883087": 39, "40748104453086853": 39, "392294704914093": 39, "whether": [39, 45, 47, 59, 69, 72, 75, 82, 83], "belong": 39, "pairwis": 39, "matrix": 39, "5350548e": 39, "08": [39, 59, 99, 100], "6583106e": 39, "01": 39, "2947042e": 39, "0375218e": 39, "8025822e": 39, "3715334e": 39, "0748104e": 39, "2675274e": 39, "9229470e": 39, "j": 39, "th": 39, "dbscan": 39, "dbscan_2": 39, "dbscan_fre": 39, "optic": [39, 45], "optics_best": 39, "epsilon": 39, "ep": 39, "min_sampl": 39, "ccipclustermethodtyp": 39, "12921094122454668": 39, "1291187648928262": 39, "1836453739562513": 39, "distanc": 39, "_featureorimag": 39, "sampl": [39, 43, 67, 89, 90, 91, 93, 94, 95, 99, 100, 101, 103, 104], "neighborhood": [39, 62], "core": [39, 107, 108], "few": 39, "too": 39, "sensit": [39, 47, 82, 94, 100], "tune": 39, "guidelin": 39, "deal": [39, 66], "solut": [39, 48], "small": [39, 47], "advis": [39, 74], "significantli": 39, "separ": 39, "slightli": 39, "exhibit": 39, "regular": [39, 62], "outfit": 39, "awar": 39, "highli": 39, "so": [39, 42, 79, 83], "care": 39, "diff": 39, "07437477": 39, "0356068": 39, "04396922": 39, "05131693": 39, "assess": 40, "aesthet": [40, 41, 106], "danbooru": [40, 74, 77, 79, 94, 97], "hakubooru": 40, "kohakublueleaf": 40, "swinv2pv3_v0_448_ls0": 40, "2_x": 40, "percentil": 40, "_default_model_nam": 40, "masterpiec": [40, 67], "9831666690063624": 40, "8810615667538594": 40, "great": 40, "8225559148288356": 40, "good": [40, 45], "591020403706702": 40, "2888798940585766": 40, "243279223969715": 40, "worst": [40, 67], "005268185993767627": 40, "275707557797432": 40, "7977807857096195": 40, "56098810210824": 40, "670568235218525": 40, "1677918508648872": 40, "9305131509900093": 40, "6085879728198051": 40, "6834832429885864": 40, "16141420602798462": 40, "05435194447636604": 40, "025083942338824272": 40, "024000568315386772": 40, "027076328173279762": 40, "024589713662862778": 40, "3757021427154541": 40, "3451208472251892": 40, "1511985808610916": 40, "04740551486611366": 40, "02172713913023472": 40, "027498546987771988": 40, "03134724497795105": 40, "39281174540519714": 40, "22457796335220337": 40, "15563568472862244": 40, "10796019434928894": 40, "047730278223752975": 40, "0393439345061779": 40, "031940147280693054": 40, "13832266628742218": 40, "20687267184257507": 40, "2509062886238098": 40, "1644320785999298": 40, "11332042515277863": 40, "08270663768053055": 40, "043439216911792755": 40, "033693961799144745": 40, "03375888615846634": 40, "050045162439346313": 40, "16734018921852112": 40, "4311050772666931": 40, "23242227733135223": 40, "05163438618183136": 40, "012833272106945515": 40, "01619996316730976": 40, "03074900433421135": 40, "1396280825138092": 40, "5038207173347473": 40, "22299200296401978": 40, "07377689331769943": 40, "02854202501475811": 40, "026677291840314865": 40, "02838410809636116": 40, "026617199182510376": 40, "02508518099784851": 40, "06039097160100937": 40, "8043031692504883": 40, "get_aesthetic_scor": 41, "ccip": [41, 106], "ccip_extract_featur": 41, "ccip_batch_extract_featur": 41, "ccip_default_threshold": 41, "ccip_differ": 41, "ccip_sam": 41, "ccip_batch_differ": 41, "ccip_batch_sam": 41, "ccip_default_clustering_param": 41, "ccip_clust": 41, "ccip_merg": 41, "dbaesthet": [41, 106], "laplacian": [41, 106], "laplacian_scor": 41, "lpip": [41, 106], "lpips_extract_featur": 41, "lpips_differ": 41, "lpips_clust": 41, "psnr_": [41, 106], "psnr": [41, 65], "blur": [42, 47], "than": [42, 43, 47, 85, 89, 97], "seem": 42, "just": [42, 62, 91, 94, 97, 100, 104], "we": [42, 64, 83], "explor": 42, "bluri": 42, "hutao": [42, 71, 74, 75, 79, 82], "156": 42, "68285005210006": 42, "text_blur": 42, "2276": 42, "66629157129": 42, "real2": 42, "908745781486806": 42, "mmd": 42, "1072": 42, "8372572065527": 42, "richzhang": 43, "perceptualsimilar": 43, "chafen_arknight": 43, "rand": 43, "reach": 43, "995": 43, "cnn": 43, "f1": 43, "f2": 43, "f3": 43, "f4": 43, "f5": 43, "64": [43, 59, 62, 67, 83, 107, 108], "99": 43, "192": 43, "49": [43, 59], "256": [43, 57, 58, 64, 67], "img1": [43, 44, 82], "img2": [43, 44, 82], "anoth": 43, "16922694444656372": 43, "22250649333000183": 43, "6897575259208679": 43, "10956494510173798": 43, "6823137998580933": 43, "6837796568870544": 43, "nois": [43, 50, 62, 64], "inf": 44, "gaussian_20": 44, "dat": 44, "058228614646987": 44, "gaussian_3": 44, "27": [44, 59], "65611098737784": 44, "lq": 44, "29589659377844": 44, "recogn": [45, 59], "export": [45, 88], "recognit": 45, "ch_pp": 45, "ocrv4_det": 45, "heat_threshold": 45, "box_threshold": 45, "max_candid": 45, "1000": 45, "unclip_ratio": 45, "heat": 45, "candid": 45, "unclip": 45, "comic": [45, 91], "742": 45, "485": [45, 57, 58], "809": 45, "511": 45, "9543377610144915": 45, "682": 45, "98": 45, "734": 45, "124": 45, "9309689495575223": 45, "136": 45, "836": 45, "164": 45, "9042856988923695": 45, "144": 45, "455": 45, "196": 45, "874083638387722": 45, "719": 45, "835": 45, "488": 45, "8628696346175078": 45, "478": 45, "214": 45, "508": 45, "848871771901487": 45, "1030": 45, "557": 45, "1184": 45, "578": 45, "8352495440618789": 45, "427": 45, "129": 45, "553": 45, "154": 45, "8249209443996619": 45, "detect_model": 45, "recognize_model": 45, "ocrv4_rec": 45, "rotation_threshold": 45, "is_remove_dupl": 45, "rotat": [45, 48], "duplic": [45, 67], "mob": 45, "9356705927336156": 45, "shishou": 45, "8933000384412466": 45, "BUT": 45, "8730931912907247": 45, "oh": 45, "8417627579351514": 45, "mirror": 45, "7366019454049503": 45, "el": 45, "gato": 45, "iberico": 45, "7271127306351021": 45, "THAt": 45, "701928390168364": 45, "6965972578194936": 45, "chines": 45, "english": 45, "cannot": [45, 55, 57, 59, 69], "languag": 45, "func": [45, 87, 106], "japanes": [45, 67], "post_text": 45, "319": 45, "847": 45, "561": 45, "899": 45, "kancol": 45, "9130667787597329": 45, "552": 45, "811": 45, "791": 45, "921": 45, "1944": 45, "8566762346615406": 45, "820": 45, "558": 45, "850": 45, "fleet": 45, "collect": [45, 66], "8100635458911772": 45, "235": 45, "904": 45, "855": 45, "1009": 45, "\u6d77": 45, "6716076803280185": 45, "858": 45, "808": 45, "tsu": 45, "ka": 45, "NO": 45, "u": [45, 109], "mi": 45, "de": 45, "654507230718228": 45, "209": 45, "507": 45, "2888084133529467": 45, "japan_pp": 45, "ocrv3_rec": 45, "9230690942939336": 45, "8564870717047623": 45, "\u3044\u3064\u304b\u3042\u306e\u6d77\u3067": 45, "8061289060358996": 45, "8045396777081609": 45, "7311649382696896": 45, "\u8266\u3068\u308c\u308c": 45, "6648729016512889": 45, "ocrv2_det": 45, "ocrv3_det": 45, "ocrv4_server_det": 45, "ch_ppocr_mobile_slim_v2": 45, "0_det": 45, "ch_ppocr_mobile_v2": 45, "ch_ppocr_server_v2": 45, "en_pp": 45, "arabic_pp": 45, "ocrv2_rec": 45, "ocrv4_server_rec": 45, "0_rec": 45, "chinese_cht_pp": 45, "cyrillic_pp": 45, "devanagari_pp": 45, "en_number_mobile_v2": 45, "ka_pp": 45, "korean_pp": 45, "latin_pp": 45, "ta_pp": 45, "te_pp": 45, "dimens": [46, 59], "max_siz": [46, 57, 58, 59], "longer": 46, "after": [46, 59, 74, 79, 82], "1280": 46, "720": 46, "new_img": 46, "600": 46, "337": 46, "obscur": 47, "regist": [47, 48, 57, 58, 59], "rectangular": 47, "967": [47, 48], "143": [47, 48], "1084": [47, 48], "261": [47, 48], "246": [47, 48], "208": [47, 48], "331": [47, 48], "287": [47, 48], "662": [47, 48], "466": [47, 48], "705": [47, 48], "514": [47, 48], "479": [47, 48], "283": [47, 48], "326": [47, 48], "color_black": 47, "radiu": 47, "emoji": [47, 48], "penis": 47, "vagina": 47, "serv": [47, 59, 74], "foundat": 47, "inherit": [47, 59], "within": [47, 67, 74, 82], "fill": 47, "color_default": 47, "green": 47, "color_green": 47, "ffff00": 47, "color_ffff00": 47, "blur_4": 47, "blur_8": 47, "blur_12": 47, "pixelate_4": 47, "pixelate_8": 47, "pixelate_12": 47, "cl": 47, "arg": 47, "subclass": 47, "keyerror": 47, "alreadi": 47, "exist": [47, 68, 88, 91], "angl": 48, "end": [48, 67], "censor_area": [48, 49], "ratio_threshold": 48, "minimum": [48, 54, 60, 62], "total": [48, 107, 108], "star": [48, 79], "register_censor_method": [48, 49], "smiling_face_with_heart": 48, "twitter": 48, "appl": 48, "googl": 48, "microsoft": 48, "samsung": 48, "whatsapp": 48, "facebook": 48, "messeng": 48, "joypixel": 48, "openmoji": 48, "emojidex": 48, "mozilla": 48, "express": 48, "code": [48, 64, 79, 82], "_emojistyletyp": 48, "emoji_default": 48, "cat_fac": 48, "emoji_green": 48, "grinning_face_with_sweat": 48, "emoji_liuhanhuangd": 48, "minim": 48, "abl": [48, 55], "prefix": [48, 73, 78], "sum": 48, "cx": 48, "mass": 48, "occlus": 48, "cy": 48, "find_for_area": 48, "rectangl": 48, "corner": 48, "factor": [48, 59], "align": [49, 106], "align_maxs": 49, "censor_": [49, 106], "censor_nsfw": 49, "basecensor": 49, "colorcensor": 49, "blurcensor": 49, "pixelatecensor": 49, "imgcensor": [49, 106], "imagebasedcensor": 49, "emojibasedcensor": 49, "singleimag": 49, "squeez": [49, 106], "squeeze_with_transpar": 49, "fit": 50, "tightli": 50, "interest": 50, "jerry_with_spac": 50, "median_filt": 50, "median": 50, "kernel": 50, "larger": [50, 54, 84], "disabl": 50, "keypoint": [51, 52, 53, 54], "idea": 51, "research": 51, "auto_detect": 51, "out_bbox": 51, "person_detect_cfg": 51, "op18keypointset": [51, 53, 54], "rtmpose": 51, "config": [51, 58, 106, 109], "foot": [51, 52], "hand1": 51, "hand2": 51, "op18_visu": [51, 53], "0x7f5ca933f3d0": 51, "axesimag": 51, "0x7f5c98069790": 51, "all_": 52, "openpos": [52, 67], "op18": [52, 54], "__mul__": 52, "multipli": 52, "scalar": 52, "__truediv__": 52, "divisor": 52, "left_foot": 52, "left_hand": 52, "right_foot": 52, "right_hand": 52, "enum": 52, "enumer": 52, "symbol": [52, 79, 82], "make": [52, 57, 76, 86, 94, 98, 100], "readabl": [52, 82], "categor": 52, "nose": 52, "neck": 52, "elbow": 52, "wrist": 52, "ankl": 52, "ear": [52, 73, 80], "member": 52, "right_should": 52, "right_elbow": 52, "right_wrist": 52, "left_should": 52, "left_elbow": 52, "left_wrist": 52, "right_hip": 52, "right_kne": 52, "right_ankl": 52, "left_hip": 52, "left_kne": 52, "left_ankl": 52, "right_ey": 52, "left_ey": 52, "right_ear": 52, "left_ear": 52, "left_big_to": 52, "left_small_to": 52, "left_heel": 52, "right_big_to": 52, "right_small_to": 52, "right_heel": 52, "__int__": 52, "truncat": [52, 96, 106], "zero": 52, "must": [52, 73, 105], "preced": 52, "surround": 52, "whitespac": [52, 76], "36": [52, 59], "0b100": 52, "91": [52, 59], "112": 52, "92": [52, 59, 80], "113": [52, 59], "dwpose": [53, 106], "dwpose_estim": 53, "openpose18": 53, "op18_body_max": 53, "op18_body_min": 53, "op18_face_max": 53, "op18_face_min": 53, "op18_left_foot_max": 53, "op18_left_foot_min": 53, "op18_left_hand_max": 53, "op18_left_hand_min": 53, "op18_right_foot_max": 53, "op18_right_foot_min": 53, "op18_right_hand_max": 53, "op18_right_hand_min": 53, "keypoints_list": 54, "min_edge_s": 54, "draw_bodi": 54, "draw_hand": 54, "draw_feet": 54, "draw_fac": 54, "drawn": 54, "shorter": 54, "connect": 54, "ellips": 54, "facial": [54, 73, 90], "pars": [55, 57, 58, 66, 67, 106], "parser": [55, 57, 58, 67], "try": 55, "notparsetarget": 56, "register_pillow_transform": 56, "register_pillow_pars": 56, "create_pillow_transform": 56, "parse_pillow_transform": 56, "register_torchvision_transform": 56, "register_torchvision_pars": 56, "create_torchvision_transform": 56, "parse_torchvision_transform": 56, "register_creators_for_transform": 56, "notprocessortypeerror": 56, "create_transforms_from_transform": 56, "is_valid_size_dict": 56, "convert_to_size_dict": 56, "get_size_dict": 56, "create_clip_transform": 56, "create_transforms_from_clip_processor": 56, "create_convnext_transform": 56, "create_transforms_from_convnext_processor": 56, "create_vit_transform": 56, "create_transforms_from_vit_processor": 56, "create_siglip_transform": 56, "create_transforms_from_siglip_processor": 56, "create_bit_transform": 56, "create_transforms_from_bit_processor": 56, "create_blip_transform": 56, "create_transforms_from_blip_processor": 56, "create_mobilenetv2_transform": 56, "create_transforms_from_mobilenetv2_processor": 56, "tensor": [57, 58, 59, 68], "composit": [57, 59], "machin": [57, 86], "learn": [57, 86], "compos": [57, 58, 59], "sequenc": [57, 59, 73], "pillowcompos": [57, 59], "sequenti": 57, "decor": [57, 58, 59, 85], "facilit": 57, "creator": [57, 59], "tvalu": [57, 58], "describ": 57, "interpol": [57, 58, 59], "bicub": [57, 58, 59], "pillowres": [57, 59], "antialia": [57, 58, 59], "bilinear": [57, 58], "center_crop": [57, 58], "pillowcentercrop": [57, 59], "pillowtotensor": [57, 59], "maybe_to_tensor": [57, 58], "pillowmaybetotensor": 57, "std": [57, 58, 59], "pillownorm": [57, 59], "456": [57, 58], "406": [57, 58], "229": [57, 58], "225": [57, 58], "48500001430511475": 57, "4560000002384186": 57, "4059999883174896": 57, "2290000021457672": 57, "2240000069141388": 57, "22499999403953552": 57, "framework": 58, "extend": 58, "centercrop": 58, "totensor": 58, "maybetotensor": 58, "4850": 58, "4560": 58, "4060": 58, "2290": 58, "2240": 58, "2250": 58, "timm": 58, "interpolationmod": 58, "processor": [59, 107, 108], "vitimageprocessor": 59, "5906": 59, "33": 59, "donutimageprocessor": 59, "1901": 59, "70": [59, 83], "detrimageprocessor": 59, "1575": 59, "86": [59, 73], "clipimageprocessor": 59, "1374": 59, "73": 59, "videomaeimageprocessor": 59, "1093": 59, "convnextimageprocessor": 59, "648": 59, "65": 59, "segformerimageprocessor": 59, "533": 59, "00": 59, "beitimageprocessor": 59, "468": 59, "63": 59, "siglipimageprocessor": 59, "440": 59, "48": 59, "layoutlmv3imageprocessor": 59, "403": 59, "layoutlmv2imageprocessor": 59, "332": 59, "87": 59, "mllamaimageprocessor": 59, "qwen2vlimageprocessor": 59, "314": 59, "77": 59, "blipimageprocessor": 59, "276": 59, "55": 59, "idefics2imageprocessor": 59, "226": 59, "llavanextimageprocessor": 59, "215": 59, "bitimageprocessor": 59, "210": 59, "pix2structimageprocessor": 59, "conditionaldetrimageprocessor": 59, "53": 59, "samimageprocessor": 59, "52": 59, "deitimageprocessor": 59, "mask2formerimageprocessor": 59, "89": 59, "50": 59, "vivitimageprocessor": 59, "88": 59, "yolosimageprocessor": 59, "84": 59, "47": 59, "viltimageprocessor": 59, "41": 59, "detaimageprocessor": 59, "68": 59, "38": 59, "pixtralimageprocessor": 59, "mobilenetv2imageprocessor": 59, "mobilevitimageprocessor": 59, "61": 59, "34": [59, 107, 108], "dptimageprocessor": 59, "maskformerimageprocessor": 59, "28": 59, "nougatimageprocessor": 59, "ideficsimageprocessor": 59, "rtdetrimageprocessor": 59, "efficientnetimageprocessor": 59, "40": [59, 67], "deformabledetrimageprocessor": 59, "idefics3imageprocessor": 59, "fuyuimageprocessor": 59, "videollavaimageprocessor": 59, "pvtimageprocessor": 59, "09": 59, "oneformerimageprocessor": 59, "mobilenetv1imageprocessor": 59, "07": [59, 98, 99, 100, 103], "owlv2imageprocessor": 59, "chineseclipimageprocessor": 59, "efficientformerimageprocessor": 59, "llavaonevisionimageprocessor": 59, "swin2srimageprocessor": 59, "vithybridimageprocessor": 59, "owlvitimageprocessor": 59, "04": 59, "groundingdinoimageprocessor": 59, "03": 59, "perceiverimageprocessor": 59, "chameleonimageprocessor": 59, "levitimageprocessor": 59, "vitmatteimageprocessor": 59, "extens": [59, 74], "tri": 59, "def": [59, 85], "hasattr": 59, "feature_extractor": 59, "encount": 59, "becaus": 59, "until": 59, "successfulli": 59, "imageprocessor": 59, "autoimageprocessor": 59, "from_pretrain": 59, "openai": 59, "vit": 59, "patch32": 59, "pillowconvertrgb": 59, "48145467": 59, "4578275": 59, "40821072": 59, "26862955": 59, "2613026": 59, "2757771": 59, "size_dict": 59, "shortest_edg": 59, "invalid_kei": 59, "default_to_squar": 59, "height_width_ord": 59, "constraint": 59, "els": [59, 67, 107, 108], "incompat": 59, "longest_edg": 59, "param_nam": 59, "entri": 59, "conform": 59, "messag": [59, 83], "do_res": 59, "do_center_crop": 59, "crop_siz": 59, "do_rescal": 59, "rescale_factor": 59, "00392156862745098": 59, "do_norm": 59, "image_mean": 59, "image_std": 59, "do_convert_rgb": 59, "rescal": 59, "deviat": 59, "clipprocessor": 59, "crop_pct": 59, "tailor": 59, "convnext": 59, "percentag": 59, "prepar": 59, "replic": 59, "build": [59, 74, 82], "blip": 59, "255": 59, "openai_clip_mean": 59, "openai_clip_std": 59, "accord": 59, "behavior": 59, "mobilenetv2": 59, "per": 59, "equival": 59, "bg": 60, "strict_level": 60, "min_select": 60, "min_width": 60, "min_height": 60, "min_resolut": 60, "strict": [60, 94, 100], "get_imag": 60, "get_image_fil": 60, "list_image_fil": 60, "random_imag": 60, "randomli": 60, "random_image_fil": 60, "8057": 60, "000000": 60, "000001": 60, "000002": 60, "000003": 60, "000004": 60, "home": 60, "dgh": [60, 68, 109], "2400x1600": 60, "0x7feb86ed5160": 60, "003258": 60, "400x400": 60, "0x7feb86a748b0": 60, "quickli": 61, "backgroundimageset": 61, "list_bg_image_fil": 61, "get_bg_image_fil": 61, "get_bg_imag": 61, "random_bg_image_fil": 61, "random_bg_imag": 61, "opencv": 62, "denois": [62, 67], "inspir": [62, 71, 75, 82, 102], "mf666": [62, 102], "mist": 62, "fucker": 62, "diameter_min": 62, "diameter_max": 62, "sigma_color_min": 62, "sigma_color_max": 62, "sigma_space_min": 62, "sigma_space_max": 62, "radius_min": 62, "radius_max": 62, "eps_min": 62, "eps_max": 62, "b_iter": 62, "g_iter": 62, "random": [62, 80], "bilater": 62, "guid": 62, "stage": 62, "preserv": 62, "diamet": 62, "sigma": 62, "space": [62, 71, 82], "window": [62, 67], "term": 62, "contrib": 62, "noisy_imag": 62, "cleaned_img": 62, "cleaned_imag": 62, "blurri": [63, 67], "noisi": 63, "nafnet": [63, 106], "scunet": [63, 64, 106], "adversari": [63, 106], "remove_adversarial_nois": 63, "restore_with_nafnet": 63, "restore_with_scunet": 63, "ve": 64, "gaussian": 64, "To": 64, "correctli": 64, "credibl": 64, "rgg": [64, 65], "red": [64, 73], "gopro": 64, "sidd": 64, "tile_s": [64, 65, 83], "tile_overlap": [64, 65, 83], "batch_siz": [64, 65, 83], "nafnetmodeltyp": 64, "tile": [64, 65, 83], "gan": 65, "128": 65, "scunetmodeltyp": 65, "automatic1111": 66, "stabl": [66, 67, 89, 109], "diffus": [66, 67, 89], "webui": [66, 67, 68], "novelai": 66, "sdwui": 66, "submodul": 66, "nai": [66, 106], "docstr": 66, "sdmetadata": 66, "parse_sdmeta_from_text": 66, "get_sdmeta_from_imag": 66, "save_image_with_sdmeta": 66, "read_metadata": 66, "save_with_metadata": 66, "naimetadata": 66, "get_naimeta_from_imag": 66, "add_naimeta_to_imag": 66, "save_image_with_naimeta": 66, "formatt": 67, "a1111": 67, "sd_metadata_simpl": 67, "sd_metadata_complex": 67, "prompt": 67, "neg_prompt": 67, "neg": 67, "__str__": 67, "sd1": 67, "extrem": 67, "delic": 67, "beauti": 67, "offici": 67, "global": [67, 105], "illumin": 67, "soft": 67, "shadow": 67, "super": 67, "light": 67, "novel": [67, 69], "4k": 67, "metal_textur": 67, "striped_background": 67, "rich": 67, "cg": 67, "uniti": 67, "8k": 67, "wallpap": 67, "unreal": 67, "sci": 67, "fi": 67, "fantasi": 67, "silver_skin": 67, "cut": [67, 73], "silver_impossible_bodysuit": 67, "gem_on_chest": 67, "cut_silver_mechanical_leotard": 67, "headgear": [67, 73], "1_girl": 67, "solo": [67, 72, 73, 74, 75, 79, 80, 81, 82], "slim_waist": 67, "hair": [67, 73], "long": 67, "lumin": 67, "medium_breast": [67, 81], "indistinct_camelto": 67, "flat_crotch": 67, "coquettish": 67, "squint": 67, "evil_smil": 67, "dark_persona": 67, "mouth": 67, "wet": 67, "slim_fac": 67, "tall_girl": 67, "matur": 67, "mature_fac": 67, "slim_figur": 67, "slim_leg": 67, "groin": 67, "bare_thigh": 67, "easyneg": 67, "sketch": 67, "ugli": 67, "huge": 67, "logo": 67, "monochrom": [67, 93, 96, 106], "bad": 67, "mutat": 67, "horror": 67, "geometri": 67, "bad_prompt": 67, "miss": 67, "finger": 67, "limb": 67, "anatomi": 67, "interlock": 67, "digit": 67, "arm": 67, "2girl": 67, "deform": 67, "artist": 67, "blush": [67, 74, 75, 79, 82], "lipstick": 67, "skindent": 67, "tie": 67, "big_breast": 67, "thighhigh": [67, 74], "pubic_hair": [67, 73], "3d": [67, 91], "realist": 67, "slip": [67, 76], "head_out_of_fram": 67, "curvi": 67, "sampler": 67, "ddim": 67, "cfg": 67, "seed": 67, "3827064803": 67, "512x848": 67, "hash": 67, "eb49192009": 67, "anidosmix": 67, "skip": 67, "new_imag": 67, "let": 67, "what": 67, "nslim_fac": 67, "848": 67, "_sdmeta_text": 67, "directli": 67, "starri": 67, "night": 67, "daylight": 67, "euler": 67, "sd2": 67, "1girl": [67, 72, 73, 74, 75, 76, 79, 80, 81, 82], "blue": 67, "footwear": 67, "shoe": 67, "bang": [67, 73, 74, 79, 82], "indoor": 67, "sleev": 67, "ahog": [67, 73, 74, 75, 79, 82], "dress": [67, 73], "pot": 67, "plant": 67, "bag": [67, 74, 75, 79, 82], "bun": [67, 73], "lora": 67, "bluearchive10": 67, "bluearchiv": 67, "neg1": 67, "dpm": 67, "2m": 67, "sde": 67, "karra": 67, "2647703743": 67, "768x768": 67, "72bd94132e": 67, "cutemix": 67, "strength": 67, "controlnet": 67, "control_v11p_sd15_openpos": 67, "cab727d4": 67, "weight": 67, "perfect": 67, "param": 67, "hire": 67, "upscal": [67, 106], "latent": 67, "ti": 67, "339cc9210f70": 67, "66a7279a88dd": 67, "info": 67, "underli": [67, 85], "sd_meta": 67, "scope": 67, "dst_file": [67, 69], "webp": 67, "systemerror": [67, 69], "input_imag": 67, "output_imag": 67, "a41": 68, "safetensor": 68, "torch": 68, "command": [68, 109], "pip": [68, 109], "_check_env": 68, "model_fil": 68, "key1": 68, "value1": 68, "key2": 68, "value2": 68, "src_model_fil": 68, "dst_model_fil": 68, "new_metadata": 68, "john": 68, "doe": [68, 72, 80, 94, 100], "input_model": 68, "output_model": 68, "softwar": 69, "generation_tim": 69, "dataclass": 69, "encapsul": 69, "taken": 69, "alia": 69, "success": [69, 109], "add_lsb_meta": 69, "save_metainfo": 69, "metainfo": 69, "prefer": 69, "isneti": [70, 106], "get_isnetis_mask": 70, "segment_with_isneti": 70, "segment_rgba_with_isneti": 70, "co": 71, "seg": 71, "1024": [71, 82], "app": 71, "l8": 71, "00ff00": 71, "mask_": 71, "image_": 71, "hutao_seg": 71, "skadi": [71, 74, 75, 79, 82], "skadi_seg": 71, "drop": [72, 73, 74, 79, 81, 82], "cosplai": 72, "no_eyewear": 72, "eyewear": [72, 73], "span": [72, 73], "matter": [72, 73], "red_hair": [72, 73, 80, 81], "use_preset": 72, "custom_blacklist": 72, "onlin": 72, "preset": 72, "ones": 72, "neither": [72, 73], "nor": [72, 73], "anal_hair": 73, "anal_tail": 73, "arm_behind_head": 73, "arm_hair": 73, "arm_under_breast": 73, "arms_behind_head": 73, "bird_on_head": 73, "blood_in_hair": 73, "breasts_on_glass": 73, "breasts_on_head": 73, "cat_on_head": 73, "closed_ey": 73, "clothed_female_nude_femal": 73, "clothed_female_nude_mal": 73, "clothed_male_nude_femal": 73, "clothes_between_breast": 73, "cream_on_fac": 73, "drying_hair": 73, "empty_ey": 73, "face_to_breast": 73, "food_on_fac": 73, "food_on_head": 73, "game_boi": 73, "grabbing_anoth": 73, "s_hair": 73, "grabbing_own_breast": 73, "gun_to_head": 73, "head_between_breast": 73, "heart_in_ey": 73, "multiple_boi": 73, "multiple_girl": 73, "object_on_breast": 73, "object_on_head": 73, "paint_splatter_on_fac": 73, "parted_lip": [73, 74, 75, 79, 82], "penis_on_fac": 73, "person_on_head": 73, "pokemon_on_head": 73, "rabbit_on_head": 73, "rice_on_fac": 73, "severed_head": 73, "star_in_ey": 73, "sticker_on_fac": 73, "tentacles_on_mal": 73, "tying_hair": 73, "built": [73, 85], "mutabl": 73, "constructor": 73, "empti": 73, "hold": [73, 74, 75, 79, 82], "futa": 73, "cum": 73, "rub": 73, "shade": 73, "plai": 73, "drill": 73, "skin": 73, "sidelock": 73, "twintail": [73, 74, 75, 79, 82], "braid": 73, "afro": 73, "bald": 73, "dreadlock": 73, "ponytail": 73, "updo": 73, "beard": 73, "mustach": 73, "pointi": 73, "horn": 73, "tail": 73, "ornament": 73, "hairband": 73, "pupil": 73, "bow": [73, 74, 75], "headwear": 73, "ribbon": [73, 75, 79], "crown": 73, "cap": 73, "hairclip": [73, 79], "mole": 73, "halo": 73, "fluff": 73, "flower": [73, 74, 75, 79, 82], "glass": [73, 76], "fang": 73, "boi": 73, "beret": 73, "heterochromia": 73, "headdress": 73, "eyepatch": 73, "headphon": 73, "eyebrow": 73, "eyelash": 73, "sunglass": 73, "intak": 73, "scrunchi": 73, "ear_pierc": 73, "headband": 73, "ring": 73, "under_mouth": 73, "freckl": 73, "lip": 73, "eyelin": 73, "eyeshadow": 73, "tassel": 73, "whitelist_suffix": 73, "whitelist_prefix": 73, "whitelist_word": 73, "suffix": [73, 78], "pool": 73, "whitelist": 73, "blacklist": [73, 77, 106], "singular": 73, "plural": 73, "chair": 73, "whole": 73, "word": 73, "hear": 73, "72": 73, "outdat": 74, "anymor": 74, "baselin": 74, "practic": 74, "use_real_nam": [74, 79], "general_threshold": [74, 75, 82], "character_threshold": [74, 75, 82], "drop_overlap": [74, 75, 79, 82], "real": [74, 79, 96, 106], "renam": [74, 79], "redirect": [74, 79], "mani": [74, 79], "websit": [74, 79], "rate": [74, 75, 82, 94, 96, 106], "char": [74, 75, 82], "9897817373275757": 74, "question": [74, 75, 82, 94], "010265946388244629": 74, "explicit": [74, 75, 82, 94], "2809715270996094e": 74, "9939777851104736": 74, "5032387375831604": 74, "black_bord": 74, "9943548440933228": 74, "black_glov": [74, 75, 79, 82], "5011609792709351": 74, "blue_ski": [74, 75, 79, 82], "6877802610397339": 74, "5543792843818665": 74, "8268730640411377": 74, "cloud": [74, 75, 79, 82], "8504303693771362": 74, "cowboy_shot": [74, 75, 79, 82], "6008237600326538": 74, "crop_top": [74, 75, 79, 82], "6635787487030029": 74, "dai": [74, 75, 79, 82], "8496965765953064": 74, "glove": [74, 75, 79, 82], "6107005476951599": 74, "hair_between_ey": [74, 75, 79, 82], "668294370174408": 74, "5619469285011292": 74, "holding_baseball_bat": [74, 75, 79, 82], "5141720771789551": 74, "letterbox": 74, "long_hair": [74, 75, 79, 81, 82], "9884189963340759": 74, "looking_at_view": [74, 75, 79, 82], "5673105120658875": 74, "midriff": [74, 75, 79, 82], "6290556192398071": 74, "navel": [74, 75, 79, 82], "9631235003471375": 74, "no_hat": [74, 75, 79], "7978747487068176": 74, "no_headwear": [74, 75, 79, 82], "7577926516532898": 74, "outdoor": [74, 75, 79, 82], "7118550539016724": 74, "5452839136123657": 74, "pillarbox": 74, "9841411709785461": 74, "red_ey": [74, 75, 79, 82], "958786129951477": 74, "shirt": [74, 75, 79, 82], "6720131039619446": 74, "short_sleev": [74, 75, 79, 82], "7077711820602417": 74, "silver_hair": [74, 75, 79], "6673924326896667": 74, "sky": [74, 75, 79, 82], "8709812760353088": 74, "9614333510398865": 74, "sportswear": [74, 75, 79, 82], "7786177396774292": 74, "6842771172523499": 74, "sweat": [74, 75, 79, 82], "9076308012008667": 74, "thigh": [74, 75, 79, 82], "580970823764801": 74, "skadi_": [74, 75, 82], "arknight": [74, 75, 82], "9633345007896423": 74, "9988503456115723": 74, "001651763916015625": 74, "00012505054473876953": 74, "9829280972480774": 74, "894218385219574": 74, "8733789920806885": 74, "backpack": [74, 75, 79, 82], "6322951316833496": 74, "9987058639526367": 74, "bag_charm": [74, 75], "9754379987716675": 74, "6810564994812012": 74, "9708781838417053": 74, "6356008052825928": 74, "5633733868598938": 74, "brick_wal": 74, "5315935611724854": 74, "brown_hair": [74, 75, 79, 82], "9397273659706116": 74, "9229896664619446": 74, "charm_": [74, 75], "9006357789039612": 74, "citi": 74, "9020784497261047": 74, "cityscap": 74, "9547432661056519": 74, "5296419262886047": 74, "8253412246704102": 74, "5619839429855347": 74, "hair_flow": [74, 75, 79, 82], "8277763724327087": 74, "hair_orna": [74, 75, 79, 82], "9356368780136108": 74, "hair_ribbon": [74, 75, 79], "5288072824478149": 74, "jacket": [74, 75, 79, 82], "6336134076118469": 74, "9703260064125061": 74, "8188960552215576": 74, "phone_screen": 74, "9579574465751648": 74, "9954615235328674": 74, "plaid": [74, 75, 79], "9725285172462463": 74, "plaid_skirt": [74, 75, 79], "9638455510139465": 74, "pleated_skirt": [74, 75, 79, 82], "7226815819740295": 74, "5321241021156311": 74, "red_nail": [74, 79], "5493080615997314": 74, "school_bag": [74, 75], "9863407611846924": 74, "school_uniform": [74, 75, 79, 82], "6794284582138062": 74, "5062428116798401": 74, "shoulder_bag": 74, "9325523972511292": 74, "skirt": [74, 75, 79, 82], "92237788438797": 74, "skyscrap": 74, "7728171348571777": 74, "sleeves_past_wrist": [74, 75, 79], "7257086038589478": 74, "smile": [74, 75, 79, 82], "5357837080955505": 74, "6939404010772705": 74, "7054293155670166": 74, "tongu": [74, 75, 79, 82], "9990814924240112": 74, "tongue_out": [74, 75, 79, 82], "9992498755455017": 74, "5012534260749817": 74, "very_long_hair": [74, 75, 79, 81, 82], "7461410164833069": 74, "lagpixellol": 75, "deepgelbooru_onnx": 75, "categori": [75, 90, 98], "dim": [75, 82], "9986732006072998": 75, "0013858973979949951": 75, "315376281738281e": 75, "9972434639930725": 75, "basebal": [75, 82], "5982598662376404": 75, "baseball_bat": [75, 79, 82], "6429562568664551": 75, "bike_short": 75, "36296138167381287": 75, "8308937549591064": 75, "black_shirt": [75, 79, 82], "7388008832931519": 75, "6039759516716003": 75, "30909663438796997": 75, "9694308042526245": 75, "6422968506813049": 75, "5898381471633911": 75, "8145260810852051": 75, "652222216129303": 75, "dolphin_short": 75, "466494083404541": 75, "7183809280395508": 75, "6753682494163513": 75, "7302790880203247": 75, "6649775505065918": 75, "large_breast": [75, 79, 82], "8446108102798462": 75, "98187655210495": 75, "8140730857849121": 75, "6360533833503723": 75, "9635934829711914": 75, "33370012044906616": 75, "44239571690559387": 75, "7891374826431274": 75, "6471294164657593": 75, "9958090782165527": 75, "8736815452575684": 75, "872096061706543": 75, "5640895366668701": 75, "5049663186073303": 75, "8832778930664062": 75, "9687467813491821": 75, "sports_bra": 75, "3659853935241699": 75, "9309735298156738": 75, "49939480423927307": 75, "stomach": [75, 79, 82], "446407288312912": 75, "809670090675354": 75, "6560589075088501": 75, "47956040501594543": 75, "9832853674888611": 75, "9994162321090698": 75, "0008397102355957031": 75, "00035390257835388184": 75, "9926226139068604": 75, "899387001991272": 75, "34215790033340454": 75, "5701972246170044": 75, "9512913227081299": 75, "6664570569992065": 75, "5614628791809082": 75, "33615976572036743": 75, "5770801305770874": 75, "987317681312561": 75, "37286585569381714": 75, "cardigan": [75, 79], "36409223079681396": 75, "7329680919647217": 75, "collared_shirt": [75, 79], "5924292206764221": 75, "4344901144504547": 75, "7465001344680786": 75, "5225946307182312": 75, "6976451873779297": 75, "9265321493148804": 75, "34527891874313354": 75, "6675043106079102": 75, "9096828699111938": 75, "long_sleev": [75, 79, 82], "41341525316238403": 75, "8418735265731812": 75, "miniskirt": [75, 79], "3675632178783417": 75, "nail_polish": [75, 79], "5284417867660522": 75, "open_cloth": [75, 79], "30296844244003296": 75, "48789578676223755": 75, "36596980690956116": 75, "7759367227554321": 75, "6535028219223022": 75, "8975257873535156": 75, "36911237239837646": 75, "4171145558357239": 75, "3942635953426361": 75, "6772940754890442": 75, "9397937655448914": 75, "5207280516624451": 75, "4673041105270386": 75, "9118321537971497": 75, "9967410564422607": 75, "9970728158950806": 75, "8419480323791504": 75, "6489560604095459": 75, "white_shirt": [75, 79], "6217572689056396": 75, "underscor": [76, 82], "convent": 76, "restor": [76, 106], "use_spac": 76, "use_escap": 76, "include_scor": 76, "score_descend": 76, "_": 76, "escap": 76, "unsaf": 76, "sort": [76, 80], "descend": 76, "panty_pul": 76, "6826801300048828": 76, "958938717842102": 76, "drinking_glass": 76, "9340789318084717": 76, "areola_slip": 76, "41196826100349426": 76, "9988248348236084": 76, "drink": 76, "pull": 76, "areola": 76, "999": 76, "959": 76, "934": 76, "683": 76, "412": 76, "mldanbooru": [77, 106], "get_mldanbooru_tag": 77, "wd14": [77, 79, 106], "get_wd14_tag": [77, 79], "convert_wd14_emb_to_predict": 77, "denormalize_wd14_emb": 77, "deepdanbooru": [77, 79, 106], "get_deepdanbooru_tag": [77, 79], "deepgelbooru": [77, 106], "get_deepgelbooru_tag": 77, "add_underlin": 77, "remove_underlin": 77, "tags_to_text": 77, "drop_overlap_tag": 77, "is_blacklist": 77, "drop_blacklisted_tag": 77, "char_whitelist_suffix": 77, "char_whitelist_prefix": 77, "char_whitelist_word": 77, "char_suffix": 77, "char_prefix": 77, "charactertagpool": 77, "is_basic_character_tag": 77, "drop_basic_character_tag": 77, "sort_tag": 77, "tag_match_suffix": 77, "tag_match_prefix": 77, "tag_match_ful": 77, "t1": 78, "t2": 78, "fulli": 78, "ml": 79, "448": 79, "keep_ratio": 79, "9999984502792358": [79, 101], "9999946355819702": 79, "9994951486587524": 79, "998144268989563": 79, "9978417158126831": 79, "9941409230232239": 79, "9799384474754333": 79, "979142427444458": 79, "961823582649231": 79, "961323618888855": 79, "9490893483161926": 79, "9450850486755371": 79, "9425153136253357": 79, "9409335255622864": 79, "9319437146186829": 79, "9265308976173401": 79, "9259042143821716": 79, "922250509262085": 79, "9199565052986145": 79, "9175475835800171": 79, "9102761745452881": 79, "9076938629150391": 79, "9052775502204895": 79, "8938589692115784": 79, "8894285559654236": 79, "8891903162002563": 79, "8845980763435364": 79, "8842408061027527": 79, "8659475445747375": 79, "862621009349823": 79, "8616052865982056": 79, "8562789559364319": 79, "short_short": [79, 82], "8555729389190674": 79, "8533340096473694": 79, "black_short": [79, 82], "8477485775947571": 79, "8430152535438538": 79, "tied_long_hair": [79, 82], "8340626955032349": 79, "crop_top_overhang": 79, "8266023397445679": 79, "8222048282623291": 79, "8202669620513916": 79, "8061150312423706": 79, "ass_visible_through_thigh": [79, 82], "7803354859352112": 79, "thigh_gap": [79, 82], "7789446711540222": 79, "arms_up": 79, "7052110433578491": 79, "9999866485595703": 79, "997043788433075": 79, "9969649910926819": 79, "9957101345062256": 79, "9928386807441711": 79, "9886980056762695": 79, "9864778518676758": 79, "ghost": [79, 82], "9769423007965088": 79, "9747489094734192": 79, "9736957550048828": 79, "9388670325279236": 79, "9356311559677124": 79, "91000896692276": 79, "8955123424530029": 79, "8910233378410339": 79, "8904104828834534": 79, "8881211280822754": 79, "8876776695251465": 79, "8864808678627014": 79, "8810517191886902": 79, "8798807263374329": 79, "8765745162963867": 79, "8737136125564575": 79, "8650439381599426": 79, "8613706827163696": 79, "blue_cardigan": 79, "8571277260780334": 79, "8333670496940613": 79, "8160212635993958": 79, "eyebrows_visible_through_hair": 79, "8122442364692688": 79, "8091571927070618": 79, "8082079887390137": 79, "8048468232154846": 79, "8042327165603638": 79, "7984272241592407": 79, "blazer": [79, 82], "794708251953125": 79, "78981614112854": 79, "7892146110534668": 79, "shaped_pupil": [79, 82], "7867060899734497": 79, "gradient_hair": 79, "786359965801239": 79, "7790888547897339": 79, "brown_skirt": 79, "7760675549507141": 79, "774523913860321": 79, "7721588015556335": 79, "7697228789329529": 79, "755959689617157": 79, "multicolored_hair": 79, "7477189898490906": 79, "7476690411567688": 79, "rail": 79, "7476617693901062": 79, "blue_jacket": 79, "7458406090736389": 79, "741143524646759": 79, "7364678978919983": 79, "7193643450737": 79, "red_neckwear": 79, "7108616828918457": 79, "7086325287818909": 79, "7055293321609497": 79, "7039415836334229": 79, "7018357515335083": 79, "shuffl": 80, "count": [80, 107, 108], "2boi": 80, "cat_ear": 80, "uniqu": 80, "8849405313291128": 81, "8548297594823425": 81, "03910296474461261": 81, "6615180440330748": 81, "21552028866308015": 81, "3165260620737027": 81, "47744464927382957": 81, "tagger": 82, "smilingwolf": 82, "wd": 82, "swinv2_v3": 82, "general_mcut_en": 82, "character_mcut_en": 82, "no_underlin": 82, "mcut": 82, "replac": 82, "index": [82, 109], "follw": 82, "valuabl": 82, "enabl": 82, "rapid": 82, "queri": 82, "0011444687843322754": 82, "8876402974128723": 82, "106781005859375": 82, "000277101993560791": 82, "997527003288269": 82, "9797663688659668": 82, "9905703663825989": 82, "9761719703674316": 82, "8981098532676697": 82, "8810765743255615": 82, "9498510360717773": 82, "8377365469932556": 82, "945058286190033": 82, "9457170367240906": 82, "969594419002533": 82, "7881088852882385": 82, "7687551379203796": 82, "9301245212554932": 82, "6703325510025024": 82, "white_hair": 82, "5292627811431885": 82, "8677047491073608": 82, "grey_hair": 82, "5859264731407166": 82, "9536856412887573": 82, "8056888580322266": 82, "8394746780395508": 82, "9473626613616943": 82, "8986269235610962": 82, "9385137557983398": 82, "8408567905426025": 82, "alternate_costum": 82, "4245271384716034": 82, "931140661239624": 82, "8830795884132385": 82, "7279844284057617": 82, "artist_nam": 82, "5333830714225769": 82, "64717698097229": 82, "9516432285308838": 82, "9655293226242065": 82, "9485014081001282": 82, "7366660833358765": 82, "7161656618118286": 82, "5858667492866516": 82, "6186309456825256": 82, "41193312406539917": 82, "467605859041214": 82, "36282333731651306": 82, "3756745457649231": 82, "motion_blur": 82, "5091936588287354": 82, "951993465423584": 82, "5634750723838806": 82, "8232709169387817": 82, "9869340658187866": 82, "49491602182388306": 82, "5193622708320618": 82, "003406703472137451": 82, "0007208287715911865": 82, "9798132181167603": 82, "8046203851699829": 82, "7596215009689331": 82, "7620116472244263": 82, "46084529161453247": 82, "48454540967941284": 82, "5152207016944885": 82, "8023070096969604": 82, "8653596639633179": 82, "7201820611953735": 82, "7816740870475769": 82, "697688639163971": 82, "8974947333335876": 82, "7491052746772766": 82, "5015512704849243": 82, "6401398181915283": 82, "43420469760894775": 82, "4528769850730896": 82, "5730487704277039": 82, "6739872694015503": 82, "5545973181724548": 82, "6946243047714233": 82, "5487751364707947": 82, "7439308166503906": 82, "4186026453971863": 82, "47378358244895935": 82, "4690653085708618": 82, "7565015554428101": 82, "hu_tao_": 82, "genshin_impact": 82, "9262397289276123": 82, "boo_tao_": 82, "942080020904541": 82, "denorm": 82, "denormalizer_nam": 82, "mnum2_al": 82, "understand": 82, "redund": 82, "structur": [82, 106], "b": 82, "r": [82, 94, 100], "c": 82, "linalg": 82, "norm": 82, "approx": [82, 83], "1e": 82, "cdc_anime_onnx": 83, "realli": 83, "As": [83, 94, 100], "1024x1024": 83, "2060": 83, "gpu": 83, "cost": 83, "cpu": [83, 88, 107, 108], "experi": 83, "hgsr": 83, "mhr": 83, "aug_x4_320": 83, "cute_waifu_aroma": 83, "pngimageplugin": 83, "pngimagefil": 83, "1168x1168": 83, "0x7f0e8ca06880": 83, "4672x4672": 83, "0x7f0e48edb640": 83, "cdc": [84, 106], "upscale_with_cdc": 84, "lru_cach": 85, "wrap": 85, "synchron": 85, "prevent": 85, "race": 85, "condit": 85, "maxsiz": 85, "expensive_funct": 85, "expens": 85, "lock": [85, 105], "safeti": [85, 102], "multithread": 85, "my_funct": 85, "introduc": 85, "acquisit": 85, "critic": 85, "mathemat": 86, "activ": 86, "deep": 86, "problem": [86, 94, 100], "input_valu": 86, "frac": 86, "26894142": 86, "73105858": 86, "ts_lru_cach": 87, "get_onnx_provid": 87, "open_onnx_model": 87, "cudaexecutionprovid": 88, "cpuexecutionprovid": 88, "ckpt": 88, "inferencesess": 88, "onnx_mod": 88, "decid": 88, "linux": [88, 107, 108], "execut": [88, 107, 108], "ignor": 88, "cuda": [88, 107, 108], "forc": 88, "anime_ai_check": 89, "mobilenetv3_sce_dist": [89, 100, 104], "mainli": 89, "caformer_s36_plus_sc": 89, "graph": 89, "9996960163116455": 89, "9999125003814697": 89, "997803270816803": 89, "9960069060325623": 89, "9887709021568298": 89, "9998629093170166": 89, "0013722758740186691": 89, "00020673229300882667": 89, "0001895089662866667": 89, "0008857478387653828": 89, "552320024231449e": 89, "001168627175502479": 89, "bangumi": [90, 91], "vision": 90, "imageri": 90, "bangumi_char_typ": 90, "definit": [90, 97], "video": 90, "secondari": 90, "often": 90, "lack": 90, "lead": 90, "under": [90, 109], "three": 90, "judg": 90, "anime_portrait": [90, 96], "mobilenetv3_v0_dist": [90, 99, 103, 104], "9998525381088257": 90, "00012103465269319713": 90, "6464786313008517e": 90, "906112609314732e": 90, "06": [90, 91, 93, 98, 99, 100, 101, 103], "9997243285179138": 90, "0002490800397936255": 90, "7215803381986916e": 90, "354368557978887e": 90, "9998849630355835": 90, "90006631379947e": 90, "3920385754317977e": 90, "2084233276254963e": 90, "9998877048492432": 90, "732793503440917e": 90, "4264976925915107e": 90, "0623419257171918e": 90, "07076334953308105": 90, "9290977716445923": 90, "0001044218079186976": 90, "4467317163944244e": 90, "2568268832401372e": 90, "9999498128890991": 90, "1810528778587468e": 90, "879474429093534e": 90, "260669109295122e": 90, "9999510049819946": 90, "2321036592766177e": 90, "025227553938748e": 90, "4251427273848094e": 90, "999957799911499": 90, "4273678718600422e": 90, "6884023302263813e": 90, "880981603288092e": 90, "0002326338435523212": 90, "9996368885040283": 90, "164971561403945e": 90, "00020793956355191767": 90, "13438372313976288": 90, "8652494549751282": 90, "000158855298650451": 90, "000238816806813702": 90, "3589179217815399": 90, "6406960487365723": 90, "0001471740542910993": 90, "002255884697660804": 90, "08208147436380386": 90, "9152728915214539": 90, "00038967153523117304": 90, "227699592884164e": 90, "0835404282261152e": 90, "1437502406770363e": 90, "9999284744262695": 90, "2125529792683665e": 90, "0218892384727951e": 90, "00011914174683624879": 90, "9998584985733032": 90, "2007669283775613e": 90, "6357082131435163e": 90, "3068713896209374e": 90, "9999185800552368": 90, "066640925273532e": 90, "529400813335087e": 90, "089402500540018e": 90, "9999388456344604": 90, "6406959295272827": 90, "not_paint": 91, "anime_classif": 91, "older": 91, "mobilenetv3_v1": [91, 101], "5_dist": 91, "3_dist": 91, "plot": [91, 94, 100, 104], "caformer_s36_v1": 91, "3_focal": 91, "8346158862113953": 91, "004201625939458609": 91, "0028638991061598063": 91, "15633030235767365": 91, "001988308737054467": 91, "9868855476379395": 91, "001178382197394967": 91, "00015886101755313575": 91, "0005986307514831424": 91, "011178601533174515": 91, "9933090209960938": 91, "0012440024875104427": 91, "00040085514774546027": 91, "004924307577311993": 91, "00012189441622467712": 91, "00031298911198973656": 91, "9968050718307495": 91, "182305903872475e": 91, "0027923565357923508": 91, "7805559259140864e": 91, "0004650334012694657": 91, "996709942817688": 91, "736721191671677e": 91, "0027629584074020386": 91, "4619508621981367e": 91, "0003803370927926153": 91, "998649537563324": 91, "190127922105603e": 91, "0008622839814051986": 91, "595230686594732e": 91, "0004573142796289176": 91, "00031435859273187816": 91, "8671838641166687": 91, "13199880719184875": 91, "563074617180973e": 91, "153919796110131e": 91, "290010737255216e": 91, "9727378487586975": 91, "027150526642799377": 91, "162296004826203e": 91, "4933258828241378e": 91, "0004275702522136271": 91, "995402455329895": 91, "002233930164948106": 91, "001911122351884842": 91, "1603819727897644": 91, "0007561995880678296": 91, "00017044576816260815": 91, "838487982749939": 91, "0002034590725088492": 91, "005001617129892111": 91, "000932251859921962": 91, "009352140128612518": 91, "9846979379653931": 91, "6018555470509455e": 91, "004064667969942093": 91, "464051254326478e": 91, "025772539898753166": 91, "9699516296386719": 91, "00011656546121230349": 91, "287263775244355e": 91, "370255853951676e": 91, "01098843663930893": 91, "0031668643932789564": 91, "9857884049415588": 91, "499273488065228e": 91, "8419872251106426e": 91, "0003471920208539814": 91, "029472889378666878": 91, "9700765609741211": 91, "0012387704337015748": 91, "001172148622572422": 91, "787473391043022e": 91, "003680602880194783": 91, "9938107132911682": 91, "8346157073974609": 91, "8671836853027344": 91, "8384883403778076": 91, "9846979975700378": 91, "9700766801834106": 91, "greyscal": 92, "jpeg_ful": [92, 105], "6125901": 92, "6125785": [92, 105], "6124220": 92, "rough": [93, 94, 100], "polish": 93, "mobilenetv3_v2": 93, "2_dist": [93, 101], "910087929805741e": 93, "1241951510310173": 93, "8757457137107849": 93, "00018937293498311192": 93, "030049214139580727": 93, "9697614312171936": 93, "008933082222938538": 93, "05096456781029701": 93, "9401022791862488": 93, "009832272306084633": 93, "9898634552955627": 93, "00030428936588577926": 93, "013919820077717304": 93, "9819902181625366": 93, "004089969675987959": 93, "04166747257113457": 93, "9582782983779907": 93, "4218515288084745e": 93, "8849249482154846": 93, "1149177998304367": 93, "0001573085755808279": 93, "9907882809638977": 93, "008958994410932064": 93, "0002527958422433585": 93, "9831690788269043": 93, "01682441122829914": 93, "613856385229155e": 93, "8757458329200745": 93, "8849248290061951": 93, "million": 94, "anime_r": [94, 96], "boundari": [94, 100], "challeng": [94, 100], "clean": [94, 100], "judgment": [94, 100], "intend": [94, 100], "quick": [94, 100, 106], "estim": [94, 100], "basi": [94, 100], "mobilenetv3_large_100_v0_ls0": 94, "caformer_s36_v0_ls0": 94, "7508869767189026": 94, "7034655809402466": 94, "728887677192688": 94, "7404400110244751": 94, "7446154952049255": 94, "7514738440513611": 94, "768704354763031": 94, "8219676613807678": 94, "7267540693283081": 94, "7645740509033203": 94, "7216582894325256": 94, "7615436315536499": 94, "815083920955658": 94, "8321858644485474": 94, "8204999566078186": 94, "820833146572113": 94, "chdir": 94, "doc": 94, "api_doc": 94, "7508870363235474": 94, "11212056130170822": 94, "06781744956970215": 94, "06917501986026764": 94, "7034654021263123": 94, "15903906524181366": 94, "06688199192285538": 94, "07061357796192169": 94, "7288877964019775": 94, "1476859599351883": 94, "060362350195646286": 94, "06306383013725281": 94, "7404399514198303": 94, "10337048768997192": 94, "08087948709726334": 94, "07530999928712845": 94, "055992450565099716": 94, "7446154356002808": 94, "13191790878772736": 94, "06747424602508545": 94, "06458679586648941": 94, "10566363483667374": 94, "07827574014663696": 94, "07079866528511047": 94, "7687042951583862": 94, "09974884241819382": 94, "06074819341301918": 94, "050435908138751984": 94, "8219675421714783": 94, "0593985915184021": 94, "06819795072078705": 94, "06569571048021317": 94, "1177448257803917": 94, "726753830909729": 94, "08980562537908554": 94, "06481882929801941": 94, "06922297924757004": 94, "10138414055109024": 94, "06351721286773682": 94, "07683827728033066": 94, "13798624277114868": 94, "05942752957344055": 94, "10584963858127594": 94, "7615437507629395": 94, "07317910343408585": 94, "060196295380592346": 94, "06751583516597748": 94, "0572039857506752": 94, "05398125201463699": 94, "06124086305499077": 94, "0525919646024704": 94, "8321859240531921": 94, "05922013148665428": 94, "06274889409542084": 94, "057530902326107025": 94, "8205001354217529": 94, "05683052912354469": 94, "06635929644107819": 94, "05597696080803871": 94, "8208332657814026": 94, "non_furri": 95, "mobilenetv3_v0": 95, "1_dist": 95, "9898804426193237": 95, "010119626298546791": 95, "9677742123603821": 95, "032225821167230606": 95, "959551215171814": 95, "040448784828186035": 95, "9535530209541321": 95, "04644693806767464": 95, "04358793422579765": 95, "9564120769500732": 95, "02767963521182537": 95, "9723203182220459": 95, "028900373727083206": 95, "9710996150970459": 95, "037573859095573425": 95, "9624261260032654": 95, "aicheck": [96, 106], "get_ai_created_scor": 96, "is_ai_cr": 96, "bangumi_char": [96, 106], "anime_bangumi_char_scor": 96, "anime_bangumi_char": 96, "anime_classify_scor": 96, "anime_classifi": 96, "is_greyscal": 96, "anime_completeness_scor": 96, "anime_complet": 96, "dbrate": [96, 106], "anime_dbrating_scor": 96, "anime_dbr": 96, "furri": [96, 106], "anime_furry_scor": 96, "anime_furri": 96, "get_monochrome_scor": 96, "is_monochrom": 96, "nsfw_pred_scor": 96, "nsfw_pred": 96, "portrait": [96, 106], "anime_portrait_scor": 96, "anime_rating_scor": 96, "anime_real_scor": 96, "safe_check_scor": 96, "safe_check": 96, "style_ag": [96, 106], "anime_style_age_scor": 96, "anime_style_ag": 96, "teen": [96, 106], "anime_teen_scor": 96, "anime_teen": 96, "is_truncated_fil": 96, "screen": 97, "row": 97, "bottom": 97, "grayscal": 97, "monochrome_detect": 97, "mobilenetv3_large_100_dist_safe2": 97, "mobilenetv3_dist": 97, "caformer_s36": 97, "mono": 97, "9614395499229431": 97, "9458909034729004": 97, "9559807777404785": 97, "9651952981948853": 97, "9379720687866211": 97, "8814834356307983": 97, "03941023349761963": 97, "07492382079362869": 97, "09546589106321335": 97, "016521310433745384": 97, "005693843588232994": 97, "0315730981528759": 97, "Not": 98, "five": 98, "hentai": 98, "neutral": 98, "porn": 98, "sexi": 98, "infinit": 98, "nsfwj": 98, "tfj": 98, "mobil": 98, "9970946311950684": 98, "00198739324696362": 98, "000894528697244823": 98, "4315058251668233e": 98, "099447197513655e": 98, "9282580614089966": 98, "061733175069093704": 98, "008979619480669498": 98, "0007789491210132837": 98, "0002501663693692535": 98, "7945129871368408": 98, "2044062316417694": 98, "0005603990866802633": 98, "0004847997915931046": 98, "564094367902726e": 98, "7977773547172546": 98, "01352313905954361": 98, "18791256844997406": 98, "0004888656549155712": 98, "00029804420773871243": 98, "04498734697699547": 98, "9509441256523132": 98, "4087972633424215e": 98, "003999904729425907": 98, "4542059185914695e": 98, "002892113756388426": 98, "982390284538269": 98, "02520776737947e": 98, "014633022248744965": 98, "858086610212922e": 98, "002532319398596883": 98, "9887337684631348": 98, "231979568838142e": 98, "008699454367160797": 98, "8187158022774383e": 98, "03564726561307907": 98, "954788088798523": 98, "343036850215867e": 98, "009289607405662537": 98, "00020158555707894266": 98, "006372362840920687": 98, "006019102409482002": 98, "9694945812225342": 98, "015214097686111927": 98, "002899901708588004": 98, "0004039364866912365": 98, "00012730166781693697": 98, "987038791179657": 98, "007135333959013224": 98, "005294707603752613": 98, "06964848190546036": 98, "0014777459437027574": 98, "9276643395423889": 98, "0003031621454283595": 98, "0009063396137207747": 98, "00028707628371194005": 98, "00010888021643040702": 98, "9992460012435913": 98, "00015473493840545416": 98, "0002033217460848391": 98, "563037691696081e": 98, "008058490231633186": 98, "00044566826545633376": 98, "937960684299469": 98, "05353058874607086": 98, "364063445587817e": 98, "00562260951846838": 98, "00012077406427124515": 98, "9897090792655945": 98, "004547217860817909": 98, "564737981942017e": 98, "016690678894519806": 98, "001258736359886825": 98, "9766013622283936": 98, "005440687295049429": 98, "4481674952548929e": 98, "01861923187971115": 98, "0008914825739338994": 98, "9674761295318604": 98, "012998746708035469": 98, "691116141155362e": 98, "0007601747056469321": 98, "0005019629606977105": 98, "039504989981651306": 98, "9591660499572754": 98, "0001652583305258304": 98, "0002614929690025747": 98, "020374108105897903": 98, "029394468292593956": 98, "9498046040534973": 98, "00016299057460855693": 98, "004782819654792547": 98, "002861740067601204": 98, "12280157208442688": 98, "8693908452987671": 98, "0001731760276015848": 98, "304211274255067e": 98, "03286275267601013": 98, "010648751631379128": 98, "9562522172927856": 98, "999900221824646": 99, "645313209854066e": 99, "3387104445428122e": 99, "9999704360961914": 99, "4465465685352683e": 99, "071506166132167e": 99, "9999785423278809": 99, "512719154561637e": 99, "292278612818336e": 99, "919455750496127e": 99, "9999444484710693": 99, "3647335082350764e": 99, "0555699191172607e": 99, "9999880790710449": 99, "3210242286731955e": 99, "7451418898417614e": 99, "9999822378158569": 99, "2084267331811134e": 99, "7460413321023225e": 99, "1532473820352607e": 99, "9999996423721313": 99, "0316136922483565e": 99, "840229633236049e": 99, "9999998807907104": [99, 100], "736660568800289e": 99, "199210472208506e": 99, "9999992847442627": 99, "r15": 100, "r18": 100, "sankaku": 100, "mobilenetv3_v1_pruned_ls0": 100, "caformer_s36_plu": [100, 104], "5863172936624323e": 100, "480062353375615e": 100, "9924363493919373": 100, "007255776319652796": 100, "0003077814180869609": 100, "996969997882843": 100, "0030054834205657244": 100, "4601260520284995e": 100, "9966891407966614": 100, "003293127752840519": 100, "770909148035571e": 100, "00025384966284036636": 100, "9996721744537354": 100, "399192691082135e": 100, "973351603141055e": 100, "9998563528060913": 100, "391309580067173e": 100, "0018681309884414077": 100, "9827859997749329": 100, "015345841646194458": 100, "013710384257137775": 100, "8339558839797974": 100, "15233369171619415": 100, "951323833462084e": 100, "00029566374723799527": 100, "9997004270553589": 100, "00018434497178532183": 100, "568440272123553e": 100, "9997699856758118": 100, "11225129129889e": 100, "051862899563275e": 100, "9999485015869141": 100, "902020231791539e": 100, "0005639699520543218": 100, "9994290471076965": 100, "anime_real_cl": 101, "4_dist": 101, "9999716281890869": 101, "8398366339388303e": 101, "9992202520370483": 101, "0007797438884153962": 101, "9999709129333496": 101, "905452492996119e": 101, "9999765157699585": 101, "3499671442550607e": 101, "9994087219238281": 101, "0005913018831051886": 101, "9999759197235107": 101, "4061362637439743e": 101, "9999052286148071": 101, "475799015490338e": 101, "403173675702419e": 101, "5848207794988411e": 101, "0010207017185166478": 101, "9989792704582214": 101, "2124368115328252e": 101, "9999977350234985": 101, "6512358342879452e": 101, "9999834299087524": 101, "359853614412714e": 101, "9999936819076538": 101, "600314317329321e": 101, "9999840259552002": 101, "5589323083986528e": 101, "9999843835830688": 101, "5513256585109048e": 101, "9999845027923584": 101, "pollut": 102, "shit": 102, "checker": 102, "mobilenet": 102, "v2": 102, "max_batch_s": 102, "1970": 103, "1980": 103, "1990": 103, "2000": 103, "2010": 103, "2015": 103, "2020": 103, "ag": 103, "9805465340614319": 103, "761269782553427e": 103, "0005044879508204758": 103, "01569165475666523": 103, "002850610064342618": 103, "00037849770160391927": 103, "9434612113400362e": 103, "053497342392802e": 103, "9992554783821106": 103, "0006490182713605464": 103, "8857468805654207e": 103, "317252262353577e": 103, "314484721769986e": 103, "0750001138148946e": 103, "706833609205205e": 103, "00034479793976061046": 103, "9995512366294861": 103, "391363472677767e": 103, "4607510820496827e": 103, "0679690351244062e": 103, "661913514311891e": 103, "757471131393686e": 103, "0744897230761126e": 103, "76177470368566e": 103, "9996387958526611": 103, "160279296338558e": 103, "00013228354509919882": 103, "1361367038916796e": 103, "464057489414699e": 103, "2412899599876255e": 103, "703883653040975e": 103, "127358498517424e": 103, "9973921775817871": 103, "0022309015039354563": 103, "00018872201326303184": 103, "780902943617548e": 103, "422096920578042e": 103, "638929097680375e": 103, "152203023797483e": 103, "00028818511054851115": 103, "9996094107627869": 103, "58777353237383e": 103, "9200742826797068e": 103, "00017117452807724476": 103, "518441947875544e": 103, "885544381570071e": 103, "4389253010449465e": 103, "1696006772108376e": 103, "9996393918991089": 103, "contenti": 104, "safe_teen": 104, "non_teen": 104, "caformer_s36_v0": 104, "9998493194580078": 104, "0378791052498855e": 104, "00012023092131130397": 104, "9790042638778687": 104, "0017522255657240748": 104, "01924353837966919": 104, "9998124241828918": 104, "19778298237361e": 104, "0001456339523429051": 104, "0008521362324245274": 104, "9989691972732544": 104, "00017870066221803427": 104, "0992944781901315e": 104, "9994398951530457": 104, "0004991036257706583": 104, "2035720727872103e": 104, "9994019269943237": 104, "0005460577667690814": 104, "0478151529678144e": 104, "524079147609882e": 104, "999934196472168": 104, "786742884898558e": 104, "653994154883549e": 104, "9998156428337097": 104, "0001218809193233028": 104, "00013706681784242392": 104, "9997410178184509": 104, "jpeg_trunc": 105, "2216614_truncat": 105, "imagefil": 105, "load_truncated_imag": 105, "ascii": 106, "metric": 106, "list_det_model": 106, "list_rec_model": 106, "sd": 106, "tag": 106, "platform": [107, 108], "shutil": [107, 108], "cpuinfo": [107, 108], "psutil": [107, 108], "hbutil": [107, 108], "size_to_bytes_str": [107, 108], "python_implement": [107, 108], "python_vers": [107, 108], "brand": [107, 108], "get_cpu_info": [107, 108], "brand_raw": [107, 108], "cpu_count": [107, 108], "freq": [107, 108], "cpu_freq": [107, 108], "mhz": [107, 108], "virtual_memori": [107, 108], "precis": [107, 108], "ye": [107, 108], "nvidia": [107, 108], "smi": [107, 108], "1021": [107, 108], "azur": [107, 108], "x86_64": [107, 108], "glibc2": [107, 108], "cpython": [107, 108], "amd": [107, 108], "epyc": [107, 108], "7763": [107, 108], "3239": 107, "50575": 107, "615": [107, 108], "gib": [107, 108], "deploi": [107, 108], "action": [107, 108], "3196": 108, "48875": 108, "imgutil": 109, "pypi": 109, "simpli": 109, "newest": 109, "git": 109, "script": 109, "__name__": 109, "__main__": 109, "narugo1992": 109, "still": 109, "out": 109, "io": 109, "html": 109, "faq": 110}, "objects": {"imgutils": [[1, 0, 0, "-", "ascii"], [2, 0, 0, "-", "config"], [9, 0, 0, "-", "data"], [19, 0, 0, "-", "detect"], [26, 0, 0, "-", "edge"], [32, 0, 0, "-", "generic"], [36, 0, 0, "-", "metadata"], [41, 0, 0, "-", "metrics"], [45, 0, 0, "-", "ocr"], [49, 0, 0, "-", "operate"], [53, 0, 0, "-", "pose"], [56, 0, 0, "-", "preprocess"], [61, 0, 0, "-", "resource"], [63, 0, 0, "-", "restore"], [66, 0, 0, "-", "sd"], [70, 0, 0, "-", "segment"], [77, 0, 0, "-", "tagging"], [84, 0, 0, "-", "upscale"], [87, 0, 0, "-", "utils"], [96, 0, 0, "-", "validate"]], "imgutils.ascii": [[0, 0, 0, "-", "drawing"]], "imgutils.ascii.drawing": [[0, 1, 1, "", "ascii_drawing"]], "imgutils.config": [[3, 0, 0, "-", "meta"]], "imgutils.config.meta": [[3, 2, 1, "", "__AUTHOR_EMAIL__"], [3, 2, 1, "", "__AUTHOR__"], [3, 2, 1, "", "__DESCRIPTION__"], [3, 2, 1, "", "__TITLE__"], [3, 2, 1, "", "__VERSION__"]], "imgutils.data": [[4, 0, 0, "-", "background"], [5, 0, 0, "-", "blob"], [6, 0, 0, "-", "decode"], [7, 0, 0, "-", "encode"], [8, 0, 0, "-", "image"], [10, 0, 0, "-", "layer"], [11, 0, 0, "-", "url"]], "imgutils.data.background": [[4, 1, 1, "", "grid_background"], [4, 1, 1, "", "grid_transparent"]], "imgutils.data.blob": [[5, 1, 1, "", "is_valid_image_blob_url"], [5, 1, 1, "", "load_image_from_blob_url"], [5, 1, 1, "", "to_blob_url"]], "imgutils.data.decode": [[6, 1, 1, "", "rgb_decode"]], "imgutils.data.encode": [[7, 1, 1, "", "rgb_encode"]], "imgutils.data.image": [[8, 1, 1, "", "has_alpha_channel"], [8, 1, 1, "", "load_image"], [8, 1, 1, "", "load_images"]], "imgutils.data.layer": [[10, 1, 1, "", "istack"]], "imgutils.data.url": [[11, 1, 1, "", "download_image_from_url"], [11, 1, 1, "", "is_http_url"]], "imgutils.detect": [[12, 0, 0, "-", "booru_yolo"], [13, 0, 0, "-", "censor"], [14, 0, 0, "-", "eye"], [15, 0, 0, "-", "face"], [16, 0, 0, "-", "halfbody"], [17, 0, 0, "-", "hand"], [18, 0, 0, "-", "head"], [20, 0, 0, "-", "nudenet"], [21, 0, 0, "-", "person"], [22, 0, 0, "-", "similarity"], [23, 0, 0, "-", "text"], [24, 0, 0, "-", "visual"]], "imgutils.detect.booru_yolo": [[12, 1, 1, "", "detect_with_booru_yolo"]], "imgutils.detect.censor": [[13, 1, 1, "", "detect_censors"]], "imgutils.detect.eye": [[14, 1, 1, "", "detect_eyes"]], "imgutils.detect.face": [[15, 1, 1, "", "detect_faces"]], "imgutils.detect.halfbody": [[16, 1, 1, "", "detect_halfbody"]], "imgutils.detect.hand": [[17, 1, 1, "", "detect_hands"]], "imgutils.detect.head": [[18, 1, 1, "", "detect_heads"]], "imgutils.detect.nudenet": [[20, 1, 1, "", "detect_with_nudenet"]], "imgutils.detect.person": [[21, 1, 1, "", "detect_person"]], "imgutils.detect.similarity": [[22, 1, 1, "", "bboxes_similarity"], [22, 1, 1, "", "calculate_iou"], [22, 1, 1, "", "detection_similarity"]], "imgutils.detect.text": [[23, 1, 1, "", "detect_text"]], "imgutils.detect.visual": [[24, 1, 1, "", "detection_visualize"]], "imgutils.edge": [[25, 0, 0, "-", "canny"], [27, 0, 0, "-", "lineart"], [28, 0, 0, "-", "lineart_anime"]], "imgutils.edge.canny": [[25, 1, 1, "", "edge_image_with_canny"], [25, 1, 1, "", "get_edge_by_canny"]], "imgutils.edge.lineart": [[27, 1, 1, "", "edge_image_with_lineart"], [27, 1, 1, "", "get_edge_by_lineart"]], "imgutils.edge.lineart_anime": [[28, 1, 1, "", "edge_image_with_lineart_anime"], [28, 1, 1, "", "get_edge_by_lineart_anime"]], "imgutils.generic": [[29, 0, 0, "-", "classify"], [30, 0, 0, "-", "clip"], [31, 0, 0, "-", "enhance"], [33, 0, 0, "-", "siglip"], [34, 0, 0, "-", "yolo"]], "imgutils.generic.classify": [[29, 3, 1, "", "ClassifyModel"], [29, 1, 1, "", "classify_predict"], [29, 1, 1, "", "classify_predict_fmt"], [29, 1, 1, "", "classify_predict_score"]], "imgutils.generic.classify.ClassifyModel": [[29, 4, 1, "", "__init__"], [29, 4, 1, "", "clear"], [29, 4, 1, "", "launch_demo"], [29, 4, 1, "", "make_ui"], [29, 4, 1, "", "predict"], [29, 4, 1, "", "predict_fmt"], [29, 4, 1, "", "predict_score"]], "imgutils.generic.clip": [[30, 3, 1, "", "CLIPModel"], [30, 1, 1, "", "clip_image_encode"], [30, 1, 1, "", "clip_predict"], [30, 1, 1, "", "clip_text_encode"]], "imgutils.generic.clip.CLIPModel": [[30, 4, 1, "", "__init__"], [30, 4, 1, "", "clear"], [30, 4, 1, "", "image_encode"], [30, 4, 1, "", "launch_demo"], [30, 4, 1, "", "make_ui"], [30, 4, 1, "", "predict"], [30, 4, 1, "", "text_encode"]], "imgutils.generic.enhance": [[31, 3, 1, "", "ImageEnhancer"]], "imgutils.generic.enhance.ImageEnhancer": [[31, 4, 1, "", "__init__"], [31, 4, 1, "", "process"]], "imgutils.generic.siglip": [[33, 3, 1, "", "SigLIPModel"], [33, 1, 1, "", "siglip_image_encode"], [33, 1, 1, "", "siglip_predict"], [33, 1, 1, "", "siglip_text_encode"]], "imgutils.generic.siglip.SigLIPModel": [[33, 4, 1, "", "__init__"], [33, 4, 1, "", "clear"], [33, 4, 1, "", "image_encode"], [33, 4, 1, "", "launch_demo"], [33, 4, 1, "", "make_ui"], [33, 4, 1, "", "predict"], [33, 4, 1, "", "text_encode"]], "imgutils.generic.yolo": [[34, 3, 1, "", "YOLOModel"], [34, 1, 1, "", "yolo_predict"]], "imgutils.generic.yolo.YOLOModel": [[34, 4, 1, "", "__init__"], [34, 4, 1, "", "clear"], [34, 4, 1, "", "launch_demo"], [34, 4, 1, "", "make_ui"], [34, 4, 1, "", "predict"]], "imgutils.metadata": [[35, 0, 0, "-", "geninfo"], [37, 0, 0, "-", "lsb"]], "imgutils.metadata.geninfo": [[35, 1, 1, "", "read_geninfo_exif"], [35, 1, 1, "", "read_geninfo_gif"], [35, 1, 1, "", "read_geninfo_parameters"], [35, 1, 1, "", "write_geninfo_exif"], [35, 1, 1, "", "write_geninfo_gif"], [35, 1, 1, "", "write_geninfo_parameters"]], "imgutils.metadata.lsb": [[37, 3, 1, "", "ImageLsbDataExtractor"], [37, 3, 1, "", "LSBExtractor"], [37, 3, 1, "", "LSBReadError"], [37, 1, 1, "", "inject_data"], [37, 1, 1, "", "read_lsb_metadata"], [37, 1, 1, "", "read_lsb_raw_bytes"], [37, 1, 1, "", "serialize_json"], [37, 1, 1, "", "serialize_pnginfo"], [37, 1, 1, "", "write_lsb_metadata"], [37, 1, 1, "", "write_lsb_raw_bytes"]], "imgutils.metadata.lsb.ImageLsbDataExtractor": [[37, 4, 1, "", "__init__"], [37, 4, 1, "", "extract_data"]], "imgutils.metadata.lsb.LSBExtractor": [[37, 4, 1, "", "__init__"], [37, 4, 1, "", "get_next_n_bytes"], [37, 4, 1, "", "get_one_byte"], [37, 4, 1, "", "read_32bit_integer"]], "imgutils.metrics": [[38, 0, 0, "-", "aesthetic"], [39, 0, 0, "-", "ccip"], [40, 0, 0, "-", "dbaesthetic"], [42, 0, 0, "-", "laplacian"], [43, 0, 0, "-", "lpips"], [44, 0, 0, "-", "psnr_"]], "imgutils.metrics.aesthetic": [[38, 1, 1, "", "get_aesthetic_score"]], "imgutils.metrics.ccip": [[39, 1, 1, "", "ccip_batch_differences"], [39, 1, 1, "", "ccip_batch_extract_features"], [39, 1, 1, "", "ccip_batch_same"], [39, 1, 1, "", "ccip_clustering"], [39, 1, 1, "", "ccip_default_clustering_params"], [39, 1, 1, "", "ccip_default_threshold"], [39, 1, 1, "", "ccip_difference"], [39, 1, 1, "", "ccip_extract_feature"], [39, 1, 1, "", "ccip_merge"], [39, 1, 1, "", "ccip_same"]], "imgutils.metrics.dbaesthetic": [[40, 1, 1, "", "anime_dbaesthetic"]], "imgutils.metrics.laplacian": [[42, 1, 1, "", "laplacian_score"]], "imgutils.metrics.lpips": [[43, 1, 1, "", "lpips_clustering"], [43, 1, 1, "", "lpips_difference"], [43, 1, 1, "", "lpips_extract_feature"]], "imgutils.metrics.psnr_": [[44, 1, 1, "", "psnr"]], "imgutils.ocr": [[45, 1, 1, "", "detect_text_with_ocr"], [45, 1, 1, "", "list_det_models"], [45, 1, 1, "", "list_rec_models"], [45, 1, 1, "", "ocr"]], "imgutils.operate": [[46, 0, 0, "-", "align"], [47, 0, 0, "-", "censor_"], [48, 0, 0, "-", "imgcensor"], [50, 0, 0, "-", "squeeze"]], "imgutils.operate.align": [[46, 1, 1, "", "align_maxsize"]], "imgutils.operate.censor_": [[47, 3, 1, "", "BaseCensor"], [47, 3, 1, "", "BlurCensor"], [47, 3, 1, "", "ColorCensor"], [47, 3, 1, "", "PixelateCensor"], [47, 1, 1, "", "censor_areas"], [47, 1, 1, "", "censor_nsfw"], [47, 1, 1, "", "register_censor_method"]], "imgutils.operate.censor_.BaseCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.BlurCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.ColorCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.PixelateCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor": [[48, 3, 1, "", "EmojiBasedCensor"], [48, 3, 1, "", "ImageBasedCensor"], [48, 3, 1, "", "SingleImage"]], "imgutils.operate.imgcensor.EmojiBasedCensor": [[48, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor.ImageBasedCensor": [[48, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor.SingleImage": [[48, 4, 1, "", "__init__"], [48, 4, 1, "", "find_for_area"], [48, 5, 1, "", "height"], [48, 5, 1, "", "width"]], "imgutils.operate.squeeze": [[50, 1, 1, "", "squeeze"], [50, 1, 1, "", "squeeze_with_transparency"]], "imgutils.pose": [[51, 0, 0, "-", "dwpose"], [52, 0, 0, "-", "format"], [54, 0, 0, "-", "visual"]], "imgutils.pose.dwpose": [[51, 1, 1, "", "dwpose_estimate"]], "imgutils.pose.format": [[52, 3, 1, "", "OP18KeyPointSet"], [52, 2, 1, "", "OP18_BODY_MAX"], [52, 2, 1, "", "OP18_BODY_MIN"], [52, 2, 1, "", "OP18_FACE_MAX"], [52, 2, 1, "", "OP18_FACE_MIN"], [52, 2, 1, "", "OP18_LEFT_FOOT_MAX"], [52, 2, 1, "", "OP18_LEFT_FOOT_MIN"], [52, 2, 1, "", "OP18_LEFT_HAND_MAX"], [52, 2, 1, "", "OP18_LEFT_HAND_MIN"], [52, 2, 1, "", "OP18_RIGHT_FOOT_MAX"], [52, 2, 1, "", "OP18_RIGHT_FOOT_MIN"], [52, 2, 1, "", "OP18_RIGHT_HAND_MAX"], [52, 2, 1, "", "OP18_RIGHT_HAND_MIN"], [52, 6, 1, "", "OpenPose18"]], "imgutils.pose.format.OP18KeyPointSet": [[52, 4, 1, "", "__init__"], [52, 4, 1, "", "__mul__"], [52, 4, 1, "", "__truediv__"], [52, 5, 1, "", "body"], [52, 5, 1, "", "face"], [52, 5, 1, "", "left_foot"], [52, 5, 1, "", "left_hand"], [52, 5, 1, "", "right_foot"], [52, 5, 1, "", "right_hand"]], "imgutils.pose.format.OpenPose18": [[52, 7, 1, "", "LEFT_ANKLE"], [52, 7, 1, "", "LEFT_BIG_TOE"], [52, 7, 1, "", "LEFT_EAR"], [52, 7, 1, "", "LEFT_ELBOW"], [52, 7, 1, "", "LEFT_EYE"], [52, 7, 1, "", "LEFT_HEEL"], [52, 7, 1, "", "LEFT_HIP"], [52, 7, 1, "", "LEFT_KNEE"], [52, 7, 1, "", "LEFT_SHOULDER"], [52, 7, 1, "", "LEFT_SMALL_TOE"], [52, 7, 1, "", "LEFT_WRIST"], [52, 7, 1, "", "NECK"], [52, 7, 1, "", "NOSE"], [52, 7, 1, "", "RIGHT_ANKLE"], [52, 7, 1, "", "RIGHT_BIG_TOE"], [52, 7, 1, "", "RIGHT_EAR"], [52, 7, 1, "", "RIGHT_ELBOW"], [52, 7, 1, "", "RIGHT_EYE"], [52, 7, 1, "", "RIGHT_HEEL"], [52, 7, 1, "", "RIGHT_HIP"], [52, 7, 1, "", "RIGHT_KNEE"], [52, 7, 1, "", "RIGHT_SHOULDER"], [52, 7, 1, "", "RIGHT_SMALL_TOE"], [52, 7, 1, "", "RIGHT_WRIST"]], "imgutils.pose.visual": [[54, 1, 1, "", "op18_visualize"]], "imgutils.preprocess": [[55, 0, 0, "-", "base"], [57, 0, 0, "-", "pillow"], [58, 0, 0, "-", "torchvision"], [59, 0, 0, "-", "transformers"]], "imgutils.preprocess.base": [[55, 3, 1, "", "NotParseTarget"]], "imgutils.preprocess.pillow": [[57, 1, 1, "", "create_pillow_transforms"], [57, 1, 1, "", "parse_pillow_transforms"], [57, 1, 1, "", "register_pillow_parse"], [57, 1, 1, "", "register_pillow_transform"]], "imgutils.preprocess.torchvision": [[58, 1, 1, "", "create_torchvision_transforms"], [58, 1, 1, "", "parse_torchvision_transforms"], [58, 1, 1, "", "register_torchvision_parse"], [58, 1, 1, "", "register_torchvision_transform"]], "imgutils.preprocess.transformers": [[59, 3, 1, "", "NotProcessorTypeError"], [59, 1, 1, "", "convert_to_size_dict"], [59, 1, 1, "", "create_bit_transforms"], [59, 1, 1, "", "create_blip_transforms"], [59, 1, 1, "", "create_clip_transforms"], [59, 1, 1, "", "create_convnext_transforms"], [59, 1, 1, "", "create_mobilenetv2_transforms"], [59, 1, 1, "", "create_siglip_transforms"], [59, 1, 1, "", "create_transforms_from_bit_processor"], [59, 1, 1, "", "create_transforms_from_blip_processor"], [59, 1, 1, "", "create_transforms_from_clip_processor"], [59, 1, 1, "", "create_transforms_from_convnext_processor"], [59, 1, 1, "", "create_transforms_from_mobilenetv2_processor"], [59, 1, 1, "", "create_transforms_from_siglip_processor"], [59, 1, 1, "", "create_transforms_from_transformers"], [59, 1, 1, "", "create_transforms_from_vit_processor"], [59, 1, 1, "", "create_vit_transforms"], [59, 1, 1, "", "get_size_dict"], [59, 1, 1, "", "is_valid_size_dict"], [59, 1, 1, "", "register_creators_for_transformers"]], "imgutils.resource": [[60, 0, 0, "-", "background"]], "imgutils.resource.background": [[60, 3, 1, "", "BackgroundImageSet"], [60, 1, 1, "", "get_bg_image"], [60, 1, 1, "", "get_bg_image_file"], [60, 1, 1, "", "list_bg_image_files"], [60, 1, 1, "", "random_bg_image"], [60, 1, 1, "", "random_bg_image_file"]], "imgutils.resource.background.BackgroundImageSet": [[60, 4, 1, "", "__init__"], [60, 4, 1, "", "get_image"], [60, 4, 1, "", "get_image_file"], [60, 4, 1, "", "list_image_files"], [60, 4, 1, "", "random_image"], [60, 4, 1, "", "random_image_file"]], "imgutils.restore": [[62, 0, 0, "-", "adversarial"], [64, 0, 0, "-", "nafnet"], [65, 0, 0, "-", "scunet"]], "imgutils.restore.adversarial": [[62, 1, 1, "", "remove_adversarial_noise"]], "imgutils.restore.nafnet": [[64, 1, 1, "", "restore_with_nafnet"]], "imgutils.restore.scunet": [[65, 1, 1, "", "restore_with_scunet"]], "imgutils.sd": [[67, 0, 0, "-", "metadata"], [68, 0, 0, "-", "model"], [69, 0, 0, "-", "nai"]], "imgutils.sd.metadata": [[67, 3, 1, "", "SDMetaData"], [67, 1, 1, "", "get_sdmeta_from_image"], [67, 1, 1, "", "parse_sdmeta_from_text"], [67, 1, 1, "", "save_image_with_sdmeta"]], "imgutils.sd.metadata.SDMetaData": [[67, 4, 1, "", "__str__"], [67, 5, 1, "", "pnginfo"], [67, 5, 1, "", "text"]], "imgutils.sd.model": [[68, 1, 1, "", "read_metadata"], [68, 1, 1, "", "save_with_metadata"]], "imgutils.sd.nai": [[69, 3, 1, "", "NAIMetaData"], [69, 3, 1, "", "NAIMetadata"], [69, 1, 1, "", "add_naimeta_to_image"], [69, 1, 1, "", "get_naimeta_from_image"], [69, 1, 1, "", "save_image_with_naimeta"]], "imgutils.sd.nai.NAIMetaData": [[69, 4, 1, "", "__init__"], [69, 5, 1, "", "pnginfo"]], "imgutils.segment": [[71, 0, 0, "-", "isnetis"]], "imgutils.segment.isnetis": [[71, 1, 1, "", "get_isnetis_mask"], [71, 1, 1, "", "segment_rgba_with_isnetis"], [71, 1, 1, "", "segment_with_isnetis"]], "imgutils.tagging": [[72, 0, 0, "-", "blacklist"], [73, 0, 0, "-", "character"], [74, 0, 0, "-", "deepdanbooru"], [75, 0, 0, "-", "deepgelbooru"], [76, 0, 0, "-", "format"], [78, 0, 0, "-", "match"], [79, 0, 0, "-", "mldanbooru"], [80, 0, 0, "-", "order"], [81, 0, 0, "-", "overlap"], [82, 0, 0, "-", "wd14"]], "imgutils.tagging.blacklist": [[72, 1, 1, "", "drop_blacklisted_tags"], [72, 1, 1, "", "is_blacklisted"]], "imgutils.tagging.character": [[73, 2, 1, "", "CHAR_PREFIXES"], [73, 2, 1, "", "CHAR_SUFFIXES"], [73, 2, 1, "", "CHAR_WHITELIST_PREFIX"], [73, 2, 1, "", "CHAR_WHITELIST_SUFFIX"], [73, 2, 1, "", "CHAR_WHITELIST_WORD"], [73, 3, 1, "", "CharacterTagPool"], [73, 1, 1, "", "drop_basic_character_tags"], [73, 1, 1, "", "is_basic_character_tag"]], "imgutils.tagging.character.CharacterTagPool": [[73, 4, 1, "", "__init__"], [73, 4, 1, "", "drop_basic_character_tags"], [73, 4, 1, "", "is_basic_character_tag"]], "imgutils.tagging.deepdanbooru": [[74, 1, 1, "", "get_deepdanbooru_tags"]], "imgutils.tagging.deepgelbooru": [[75, 1, 1, "", "get_deepgelbooru_tags"]], "imgutils.tagging.format": [[76, 1, 1, "", "add_underline"], [76, 1, 1, "", "remove_underline"], [76, 1, 1, "", "tags_to_text"]], "imgutils.tagging.match": [[78, 1, 1, "", "tag_match_full"], [78, 1, 1, "", "tag_match_prefix"], [78, 1, 1, "", "tag_match_suffix"]], "imgutils.tagging.mldanbooru": [[79, 1, 1, "", "get_mldanbooru_tags"]], "imgutils.tagging.order": [[80, 1, 1, "", "sort_tags"]], "imgutils.tagging.overlap": [[81, 1, 1, "", "drop_overlap_tags"]], "imgutils.tagging.wd14": [[82, 1, 1, "", "convert_wd14_emb_to_prediction"], [82, 1, 1, "", "denormalize_wd14_emb"], [82, 1, 1, "", "get_wd14_tags"]], "imgutils.upscale": [[83, 0, 0, "-", "cdc"]], "imgutils.upscale.cdc": [[83, 1, 1, "", "upscale_with_cdc"]], "imgutils.utils": [[85, 0, 0, "-", "cache"], [86, 0, 0, "-", "func"], [88, 0, 0, "-", "onnxruntime"]], "imgutils.utils.cache": [[85, 1, 1, "", "ts_lru_cache"]], "imgutils.utils.func": [[86, 1, 1, "", "sigmoid"]], "imgutils.utils.onnxruntime": [[88, 1, 1, "", "get_onnx_provider"], [88, 1, 1, "", "open_onnx_model"]], "imgutils.validate": [[89, 0, 0, "-", "aicheck"], [90, 0, 0, "-", "bangumi_char"], [91, 0, 0, "-", "classify"], [92, 0, 0, "-", "color"], [93, 0, 0, "-", "completeness"], [94, 0, 0, "-", "dbrating"], [95, 0, 0, "-", "furry"], [97, 0, 0, "-", "monochrome"], [98, 0, 0, "-", "nsfw"], [99, 0, 0, "-", "portrait"], [100, 0, 0, "-", "rating"], [101, 0, 0, "-", "real"], [102, 0, 0, "-", "safe"], [103, 0, 0, "-", "style_age"], [104, 0, 0, "-", "teen"], [105, 0, 0, "-", "truncate"]], "imgutils.validate.aicheck": [[89, 1, 1, "", "get_ai_created_score"], [89, 1, 1, "", "is_ai_created"]], "imgutils.validate.bangumi_char": [[90, 1, 1, "", "anime_bangumi_char"], [90, 1, 1, "", "anime_bangumi_char_score"]], "imgutils.validate.classify": [[91, 1, 1, "", "anime_classify"], [91, 1, 1, "", "anime_classify_score"]], "imgutils.validate.color": [[92, 1, 1, "", "is_greyscale"]], "imgutils.validate.completeness": [[93, 1, 1, "", "anime_completeness"], [93, 1, 1, "", "anime_completeness_score"]], "imgutils.validate.dbrating": [[94, 1, 1, "", "anime_dbrating"], [94, 1, 1, "", "anime_dbrating_score"]], "imgutils.validate.furry": [[95, 1, 1, "", "anime_furry"], [95, 1, 1, "", "anime_furry_score"]], "imgutils.validate.monochrome": [[97, 1, 1, "", "get_monochrome_score"], [97, 1, 1, "", "is_monochrome"]], "imgutils.validate.nsfw": [[98, 1, 1, "", "nsfw_pred"], [98, 1, 1, "", "nsfw_pred_score"]], "imgutils.validate.portrait": [[99, 1, 1, "", "anime_portrait"], [99, 1, 1, "", "anime_portrait_score"]], "imgutils.validate.rating": [[100, 1, 1, "", "anime_rating"], [100, 1, 1, "", "anime_rating_score"]], "imgutils.validate.real": [[101, 1, 1, "", "anime_real"], [101, 1, 1, "", "anime_real_score"]], "imgutils.validate.safe": [[102, 1, 1, "", "safe_check"], [102, 1, 1, "", "safe_check_score"]], "imgutils.validate.style_age": [[103, 1, 1, "", "anime_style_age"], [103, 1, 1, "", "anime_style_age_score"]], "imgutils.validate.teen": [[104, 1, 1, "", "anime_teen"], [104, 1, 1, "", "anime_teen_score"]], "imgutils.validate.truncate": [[105, 1, 1, "", "is_truncated_file"]]}, "objtypes": {"0": "py:module", "1": "py:function", "2": "py:data", "3": "py:class", "4": "py:method", "5": "py:property", "6": "py:enum", "7": "py:attribute"}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "function", "Python function"], "2": ["py", "data", "Python data"], "3": ["py", "class", "Python class"], "4": ["py", "method", "Python method"], "5": ["py", "property", "Python property"], "6": ["py", "enum", "Python enum"], "7": ["py", "attribute", "Python attribute"]}, "titleterms": {"imgutil": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106], "ascii": [0, 1], "draw": 0, "ascii_draw": 0, "config": [2, 3], "meta": 3, "__title__": 3, "__version__": 3, "__description__": 3, "__author__": 3, "__author_email__": 3, "data": [4, 5, 6, 7, 8, 9, 10, 11], "background": [4, 60], "grid_background": 4, "grid_transpar": 4, "blob": 5, "to_blob_url": 5, "load_image_from_blob_url": 5, "is_valid_image_blob_url": 5, "decod": 6, "rgb_decod": 6, "encod": 7, "rgb_encod": 7, "imag": 8, "load_imag": 8, "has_alpha_channel": 8, "layer": 10, "istack": 10, "url": 11, "download_image_from_url": 11, "is_http_url": 11, "detect": [12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24], "booru_yolo": 12, "model": [12, 68], "label": 12, "descript": 12, "avail": 12, "pp": 12, "seri": 12, "AS": 12, "aa": 12, "detect_with_booru_yolo": 12, "censor": 13, "detect_censor": 13, "ey": 14, "detect_ey": 14, "face": 15, "detect_fac": 15, "halfbodi": 16, "detect_halfbodi": 16, "hand": 17, "detect_hand": 17, "head": 18, "detect_head": 18, "nudenet": 20, "detect_with_nudenet": 20, "person": 21, "detect_person": 21, "similar": 22, "calculate_i": 22, "bboxes_similar": 22, "detection_similar": 22, "text": 23, "detect_text": 23, "visual": [24, 54], "detection_visu": 24, "edg": [25, 26, 27, 28], "canni": 25, "get_edge_by_canni": 25, "edge_image_with_canni": 25, "lineart": 27, "get_edge_by_lineart": 27, "edge_image_with_lineart": 27, "lineart_anim": 28, "get_edge_by_lineart_anim": 28, "edge_image_with_lineart_anim": 28, "gener": [29, 30, 31, 32, 33, 34], "classifi": [29, 91], "classifymodel": 29, "classify_predict_scor": 29, "classify_predict": 29, "classify_predict_fmt": 29, "clip": 30, "clipmodel": 30, "clip_image_encod": 30, "clip_text_encod": 30, "clip_predict": 30, "enhanc": 31, "imageenhanc": 31, "siglip": 33, "siglipmodel": 33, "siglip_image_encod": 33, "siglip_text_encod": 33, "siglip_predict": 33, "yolo": 34, "yolomodel": 34, "yolo_predict": 34, "metadata": [35, 36, 37, 67], "geninfo": 35, "read_geninfo_paramet": 35, "read_geninfo_exif": 35, "read_geninfo_gif": 35, "write_geninfo_paramet": 35, "write_geninfo_exif": 35, "write_geninfo_gif": 35, "lsb": 37, "read_lsb_raw_byt": 37, "read_lsb_metadata": 37, "write_lsb_raw_byt": 37, "write_lsb_metadata": 37, "lsbreaderror": 37, "lsbextractor": 37, "imagelsbdataextractor": 37, "serialize_pnginfo": 37, "serialize_json": 37, "inject_data": 37, "metric": [38, 39, 40, 41, 42, 43, 44], "aesthet": 38, "get_aesthetic_scor": 38, "ccip": 39, "ccip_extract_featur": 39, "ccip_batch_extract_featur": 39, "ccip_default_threshold": 39, "ccip_differ": 39, "ccip_sam": 39, "ccip_batch_differ": 39, "ccip_batch_sam": 39, "ccip_default_clustering_param": 39, "ccip_clust": 39, "ccip_merg": 39, "dbaesthet": 40, "anime_dbaesthet": 40, "laplacian": 42, "laplacian_scor": 42, "lpip": 43, "lpips_extract_featur": 43, "lpips_differ": 43, "lpips_clust": 43, "psnr_": 44, "psnr": 44, "ocr": 45, "detect_text_with_ocr": 45, "list_det_model": 45, "list_rec_model": 45, "oper": [46, 47, 48, 49, 50], "align": 46, "align_maxs": 46, "censor_": 47, "censor_area": 47, "censor_nsfw": 47, "basecensor": 47, "colorcensor": 47, "blurcensor": 47, "pixelatecensor": 47, "register_censor_method": 47, "imgcensor": 48, "imagebasedcensor": 48, "emojibasedcensor": 48, "singleimag": 48, "squeez": 50, "squeeze_with_transpar": 50, "pose": [51, 52, 53, 54], "dwpose": 51, "dwpose_estim": 51, "format": [52, 76], "op18keypointset": 52, "openpose18": 52, "op18_body_max": 52, "op18_body_min": 52, "op18_face_max": 52, "op18_face_min": 52, "op18_left_foot_max": 52, "op18_left_foot_min": 52, "op18_left_hand_max": 52, "op18_left_hand_min": 52, "op18_right_foot_max": 52, "op18_right_foot_min": 52, "op18_right_hand_max": 52, "op18_right_hand_min": 52, "op18_visu": 54, "preprocess": [55, 56, 57, 58, 59], "base": 55, "notparsetarget": 55, "pillow": 57, "register_pillow_transform": 57, "register_pillow_pars": 57, "create_pillow_transform": 57, "parse_pillow_transform": 57, "torchvis": 58, "register_torchvision_transform": 58, "register_torchvision_pars": 58, "create_torchvision_transform": 58, "parse_torchvision_transform": 58, "transform": 59, "register_creators_for_transform": 59, "notprocessortypeerror": 59, "create_transforms_from_transform": 59, "is_valid_size_dict": 59, "convert_to_size_dict": 59, "get_size_dict": 59, "create_clip_transform": 59, "create_transforms_from_clip_processor": 59, "create_convnext_transform": 59, "create_transforms_from_convnext_processor": 59, "create_vit_transform": 59, "create_transforms_from_vit_processor": 59, "create_siglip_transform": 59, "create_transforms_from_siglip_processor": 59, "create_bit_transform": 59, "create_transforms_from_bit_processor": 59, "create_blip_transform": 59, "create_transforms_from_blip_processor": 59, "create_mobilenetv2_transform": 59, "create_transforms_from_mobilenetv2_processor": 59, "resourc": [60, 61], "backgroundimageset": 60, "list_bg_image_fil": 60, "get_bg_image_fil": 60, "get_bg_imag": 60, "random_bg_image_fil": 60, "random_bg_imag": 60, "restor": [62, 63, 64, 65], "adversari": 62, "remove_adversarial_nois": 62, "nafnet": 64, "restore_with_nafnet": 64, "scunet": 65, "restore_with_scunet": 65, "sd": [66, 67, 68, 69], "sdmetadata": 67, "parse_sdmeta_from_text": 67, "get_sdmeta_from_imag": 67, "save_image_with_sdmeta": 67, "read_metadata": 68, "save_with_metadata": 68, "nai": 69, "naimetadata": 69, "get_naimeta_from_imag": 69, "add_naimeta_to_imag": 69, "save_image_with_naimeta": 69, "segment": [70, 71], "isneti": 71, "get_isnetis_mask": 71, "segment_with_isneti": 71, "segment_rgba_with_isneti": 71, "tag": [72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82], "blacklist": 72, "is_blacklist": 72, "drop_blacklisted_tag": 72, "charact": 73, "char_whitelist_suffix": 73, "char_whitelist_prefix": 73, "char_whitelist_word": 73, "char_suffix": 73, "char_prefix": 73, "charactertagpool": 73, "is_basic_character_tag": 73, "drop_basic_character_tag": 73, "deepdanbooru": 74, "get_deepdanbooru_tag": 74, "deepgelbooru": 75, "get_deepgelbooru_tag": 75, "add_underlin": 76, "remove_underlin": 76, "tags_to_text": 76, "match": 78, "tag_match_suffix": 78, "tag_match_prefix": 78, "tag_match_ful": 78, "mldanbooru": 79, "get_mldanbooru_tag": 79, "order": 80, "sort_tag": 80, "overlap": 81, "drop_overlap_tag": 81, "wd14": 82, "get_wd14_tag": 82, "convert_wd14_emb_to_predict": 82, "denormalize_wd14_emb": 82, "upscal": [83, 84], "cdc": 83, "upscale_with_cdc": 83, "util": [85, 86, 87, 88], "cach": 85, "ts_lru_cach": 85, "func": 86, "sigmoid": 86, "onnxruntim": 88, "get_onnx_provid": 88, "open_onnx_model": 88, "valid": [89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105], "aicheck": 89, "get_ai_created_scor": 89, "is_ai_cr": 89, "bangumi_char": 90, "anime_bangumi_char_scor": 90, "anime_bangumi_char": 90, "anime_classify_scor": 91, "anime_classifi": 91, "color": 92, "is_greyscal": 92, "complet": 93, "anime_completeness_scor": 93, "anime_complet": 93, "dbrate": 94, "anime_dbrating_scor": 94, "anime_dbr": 94, "furri": 95, "anime_furry_scor": 95, "anime_furri": 95, "monochrom": 97, "get_monochrome_scor": 97, "is_monochrom": 97, "nsfw": 98, "nsfw_pred_scor": 98, "nsfw_pred": 98, "portrait": 99, "anime_portrait_scor": 99, "anime_portrait": 99, "rate": 100, "anime_rating_scor": 100, "anime_r": [100, 101], "real": 101, "anime_real_scor": 101, "safe": 102, "safe_check_scor": 102, "safe_check": 102, "style_ag": 103, "anime_style_age_scor": 103, "anime_style_ag": 103, "teen": 104, "anime_teen_scor": 104, "anime_teen": 104, "truncat": 105, "is_truncated_fil": 105, "welcom": 106, "": 106, "document": 106, "overview": 106, "tutori": 106, "inform": [106, 107, 108], "api": 106, "run": [107, 108], "environ": [107, 108], "instal": 109, "quick": 110, "start": 110}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.viewcode": 1, "sphinx.ext.todo": 2, "nbsphinx": 4, "sphinx": 58}, "alltitles": {"imgutils.ascii.drawing": [[0, "module-imgutils.ascii.drawing"]], "ascii_drawing": [[0, "ascii-drawing"]], "imgutils.ascii": [[1, "module-imgutils.ascii"]], "imgutils.config": [[2, "module-imgutils.config"]], "imgutils.config.meta": [[3, "module-imgutils.config.meta"]], "__TITLE__": [[3, "title"]], "__VERSION__": [[3, "version"]], "__DESCRIPTION__": [[3, "description"]], "__AUTHOR__": [[3, "author"]], "__AUTHOR_EMAIL__": [[3, "author-email"]], "imgutils.data.background": [[4, "module-imgutils.data.background"]], "grid_background": [[4, "grid-background"]], "grid_transparent": [[4, "grid-transparent"]], "imgutils.data.blob": [[5, "module-imgutils.data.blob"]], "to_blob_url": [[5, "to-blob-url"]], "load_image_from_blob_url": [[5, "load-image-from-blob-url"]], "is_valid_image_blob_url": [[5, "is-valid-image-blob-url"]], "imgutils.data.decode": [[6, "module-imgutils.data.decode"]], "rgb_decode": [[6, "rgb-decode"]], "imgutils.data.encode": [[7, "module-imgutils.data.encode"]], "rgb_encode": [[7, "rgb-encode"]], "imgutils.data.image": [[8, "module-imgutils.data.image"]], "load_image": [[8, "load-image"]], "load_images": [[8, "load-images"]], "has_alpha_channel": [[8, "has-alpha-channel"]], "imgutils.data": [[9, "module-imgutils.data"]], "imgutils.data.layer": [[10, "module-imgutils.data.layer"]], "istack": [[10, "istack"]], "imgutils.data.url": [[11, "module-imgutils.data.url"]], "download_image_from_url": [[11, "download-image-from-url"]], "is_http_url": [[11, "is-http-url"]], "imgutils.detect.booru_yolo": [[12, "module-imgutils.detect.booru_yolo"]], "Model Labels and Descriptions": [[12, "id1"]], "Available Models (PP Series)": [[12, "id2"]], "Available Models (AS Series)": [[12, "id3"]], "Available Models (AA Series)": [[12, "id4"]], "detect_with_booru_yolo": [[12, "detect-with-booru-yolo"]], "imgutils.detect.censor": [[13, "module-imgutils.detect.censor"]], "detect_censors": [[13, "detect-censors"]], "imgutils.detect.eye": [[14, "module-imgutils.detect.eye"]], "detect_eyes": [[14, "detect-eyes"]], "imgutils.detect.face": [[15, "module-imgutils.detect.face"]], "detect_faces": [[15, "detect-faces"]], "imgutils.detect.halfbody": [[16, "module-imgutils.detect.halfbody"]], "detect_halfbody": [[16, "detect-halfbody"]], "imgutils.detect.hand": [[17, "module-imgutils.detect.hand"]], "detect_hands": [[17, "detect-hands"]], "imgutils.detect.head": [[18, "module-imgutils.detect.head"]], "detect_heads": [[18, "detect-heads"]], "imgutils.detect": [[19, "module-imgutils.detect"]], "imgutils.detect.nudenet": [[20, "module-imgutils.detect.nudenet"]], "detect_with_nudenet": [[20, "detect-with-nudenet"]], "imgutils.detect.person": [[21, "module-imgutils.detect.person"]], "detect_person": [[21, "detect-person"]], "imgutils.detect.similarity": [[22, "module-imgutils.detect.similarity"]], "calculate_iou": [[22, "calculate-iou"]], "bboxes_similarity": [[22, "bboxes-similarity"]], "detection_similarity": [[22, "detection-similarity"]], "imgutils.detect.text": [[23, "module-imgutils.detect.text"]], "detect_text": [[23, "detect-text"]], "imgutils.detect.visual": [[24, "module-imgutils.detect.visual"]], "detection_visualize": [[24, "detection-visualize"]], "imgutils.edge.canny": [[25, "module-imgutils.edge.canny"]], "get_edge_by_canny": [[25, "get-edge-by-canny"]], "edge_image_with_canny": [[25, "edge-image-with-canny"]], "imgutils.edge": [[26, "module-imgutils.edge"]], "imgutils.edge.lineart": [[27, "module-imgutils.edge.lineart"]], "get_edge_by_lineart": [[27, "get-edge-by-lineart"]], "edge_image_with_lineart": [[27, "edge-image-with-lineart"]], "imgutils.edge.lineart_anime": [[28, "module-imgutils.edge.lineart_anime"]], "get_edge_by_lineart_anime": [[28, "get-edge-by-lineart-anime"]], "edge_image_with_lineart_anime": [[28, "edge-image-with-lineart-anime"]], "imgutils.generic.classify": [[29, "module-imgutils.generic.classify"]], "ClassifyModel": [[29, "classifymodel"]], "classify_predict_score": [[29, "classify-predict-score"]], "classify_predict": [[29, "classify-predict"]], "classify_predict_fmt": [[29, "classify-predict-fmt"]], "imgutils.generic.clip": [[30, "module-imgutils.generic.clip"]], "CLIPModel": [[30, "clipmodel"]], "clip_image_encode": [[30, "clip-image-encode"]], "clip_text_encode": [[30, "clip-text-encode"]], "clip_predict": [[30, "clip-predict"]], "imgutils.generic.enhance": [[31, "module-imgutils.generic.enhance"]], "ImageEnhancer": [[31, "imageenhancer"]], "imgutils.generic": [[32, "module-imgutils.generic"]], "imgutils.generic.siglip": [[33, "module-imgutils.generic.siglip"]], "SigLIPModel": [[33, "siglipmodel"]], "siglip_image_encode": [[33, "siglip-image-encode"]], "siglip_text_encode": [[33, "siglip-text-encode"]], "siglip_predict": [[33, "siglip-predict"]], "imgutils.generic.yolo": [[34, "module-imgutils.generic.yolo"]], "YOLOModel": [[34, "yolomodel"]], "yolo_predict": [[34, "yolo-predict"]], "imgutils.metadata.geninfo": [[35, "module-imgutils.metadata.geninfo"]], "read_geninfo_parameters": [[35, "read-geninfo-parameters"]], "read_geninfo_exif": [[35, "read-geninfo-exif"]], "read_geninfo_gif": [[35, "read-geninfo-gif"]], "write_geninfo_parameters": [[35, "write-geninfo-parameters"]], "write_geninfo_exif": [[35, "write-geninfo-exif"]], "write_geninfo_gif": [[35, "write-geninfo-gif"]], "imgutils.metadata": [[36, "module-imgutils.metadata"]], "imgutils.metadata.lsb": [[37, "module-imgutils.metadata.lsb"]], "read_lsb_raw_bytes": [[37, "read-lsb-raw-bytes"]], "read_lsb_metadata": [[37, "read-lsb-metadata"]], "write_lsb_raw_bytes": [[37, "write-lsb-raw-bytes"]], "write_lsb_metadata": [[37, "write-lsb-metadata"]], "LSBReadError": [[37, "lsbreaderror"]], "LSBExtractor": [[37, "lsbextractor"]], "ImageLsbDataExtractor": [[37, "imagelsbdataextractor"]], "serialize_pnginfo": [[37, "serialize-pnginfo"]], "serialize_json": [[37, "serialize-json"]], "inject_data": [[37, "inject-data"]], "imgutils.metrics.aesthetic": [[38, "module-imgutils.metrics.aesthetic"]], "get_aesthetic_score": [[38, "get-aesthetic-score"]], "imgutils.metrics.ccip": [[39, "module-imgutils.metrics.ccip"]], "ccip_extract_feature": [[39, "ccip-extract-feature"]], "ccip_batch_extract_features": [[39, "ccip-batch-extract-features"]], "ccip_default_threshold": [[39, "ccip-default-threshold"]], "ccip_difference": [[39, "ccip-difference"]], "ccip_same": [[39, "ccip-same"]], "ccip_batch_differences": [[39, "ccip-batch-differences"]], "ccip_batch_same": [[39, "ccip-batch-same"]], "ccip_default_clustering_params": [[39, "ccip-default-clustering-params"]], "ccip_clustering": [[39, "ccip-clustering"]], "ccip_merge": [[39, "ccip-merge"]], "imgutils.metrics.dbaesthetic": [[40, "module-imgutils.metrics.dbaesthetic"]], "anime_dbaesthetic": [[40, "anime-dbaesthetic"]], "imgutils.metrics": [[41, "module-imgutils.metrics"]], "imgutils.metrics.laplacian": [[42, "module-imgutils.metrics.laplacian"]], "laplacian_score": [[42, "laplacian-score"]], "imgutils.metrics.lpips": [[43, "module-imgutils.metrics.lpips"]], "lpips_extract_feature": [[43, "lpips-extract-feature"]], "lpips_difference": [[43, "lpips-difference"]], "lpips_clustering": [[43, "lpips-clustering"]], "imgutils.metrics.psnr_": [[44, "module-imgutils.metrics.psnr_"]], "psnr": [[44, "id1"]], "imgutils.ocr": [[45, "module-imgutils.ocr"]], "detect_text_with_ocr": [[45, "detect-text-with-ocr"]], "ocr": [[45, "ocr"]], "list_det_models": [[45, "list-det-models"]], "list_rec_models": [[45, "list-rec-models"]], "imgutils.operate.align": [[46, "module-imgutils.operate.align"]], "align_maxsize": [[46, "align-maxsize"]], "imgutils.operate.censor_": [[47, "module-imgutils.operate.censor_"]], "censor_areas": [[47, "censor-areas"]], "censor_nsfw": [[47, "censor-nsfw"]], "BaseCensor": [[47, "basecensor"]], "ColorCensor": [[47, "colorcensor"]], "BlurCensor": [[47, "blurcensor"]], "PixelateCensor": [[47, "pixelatecensor"]], "register_censor_method": [[47, "register-censor-method"]], "imgutils.operate.imgcensor": [[48, "module-imgutils.operate.imgcensor"]], "ImageBasedCensor": [[48, "imagebasedcensor"]], "EmojiBasedCensor": [[48, "emojibasedcensor"]], "SingleImage": [[48, "singleimage"]], "imgutils.operate": [[49, "module-imgutils.operate"]], "imgutils.operate.squeeze": [[50, "module-imgutils.operate.squeeze"]], "squeeze": [[50, "squeeze"]], "squeeze_with_transparency": [[50, "squeeze-with-transparency"]], "imgutils.pose.dwpose": [[51, "module-imgutils.pose.dwpose"]], "dwpose_estimate": [[51, "dwpose-estimate"]], "imgutils.pose.format": [[52, "module-imgutils.pose.format"]], "OP18KeyPointSet": [[52, "op18keypointset"]], "OpenPose18": [[52, "openpose18"]], "OP18_BODY_MAX": [[52, "op18-body-max"]], "OP18_BODY_MIN": [[52, "op18-body-min"]], "OP18_FACE_MAX": [[52, "op18-face-max"]], "OP18_FACE_MIN": [[52, "op18-face-min"]], "OP18_LEFT_FOOT_MAX": [[52, "op18-left-foot-max"]], "OP18_LEFT_FOOT_MIN": [[52, "op18-left-foot-min"]], "OP18_LEFT_HAND_MAX": [[52, "op18-left-hand-max"]], "OP18_LEFT_HAND_MIN": [[52, "op18-left-hand-min"]], "OP18_RIGHT_FOOT_MAX": [[52, "op18-right-foot-max"]], "OP18_RIGHT_FOOT_MIN": [[52, "op18-right-foot-min"]], "OP18_RIGHT_HAND_MAX": [[52, "op18-right-hand-max"]], "OP18_RIGHT_HAND_MIN": [[52, "op18-right-hand-min"]], "imgutils.pose": [[53, "module-imgutils.pose"]], "imgutils.pose.visual": [[54, "module-imgutils.pose.visual"]], "op18_visualize": [[54, "op18-visualize"]], "imgutils.preprocess.base": [[55, "module-imgutils.preprocess.base"]], "NotParseTarget": [[55, "notparsetarget"]], "imgutils.preprocess": [[56, "module-imgutils.preprocess"]], "imgutils.preprocess.pillow": [[57, "module-imgutils.preprocess.pillow"]], "register_pillow_transform": [[57, "register-pillow-transform"]], "register_pillow_parse": [[57, "register-pillow-parse"]], "create_pillow_transforms": [[57, "create-pillow-transforms"]], "parse_pillow_transforms": [[57, "parse-pillow-transforms"]], "imgutils.preprocess.torchvision": [[58, "module-imgutils.preprocess.torchvision"]], "register_torchvision_transform": [[58, "register-torchvision-transform"]], "register_torchvision_parse": [[58, "register-torchvision-parse"]], "create_torchvision_transforms": [[58, "create-torchvision-transforms"]], "parse_torchvision_transforms": [[58, "parse-torchvision-transforms"]], "imgutils.preprocess.transformers": [[59, "module-imgutils.preprocess.transformers"]], "register_creators_for_transformers": [[59, "register-creators-for-transformers"]], "NotProcessorTypeError": [[59, "notprocessortypeerror"]], "create_transforms_from_transformers": [[59, "create-transforms-from-transformers"]], "is_valid_size_dict": [[59, "is-valid-size-dict"]], "convert_to_size_dict": [[59, "convert-to-size-dict"]], "get_size_dict": [[59, "get-size-dict"]], "create_clip_transforms": [[59, "create-clip-transforms"]], "create_transforms_from_clip_processor": [[59, "create-transforms-from-clip-processor"]], "create_convnext_transforms": [[59, "create-convnext-transforms"]], "create_transforms_from_convnext_processor": [[59, "create-transforms-from-convnext-processor"]], "create_vit_transforms": [[59, "create-vit-transforms"]], "create_transforms_from_vit_processor": [[59, "create-transforms-from-vit-processor"]], "create_siglip_transforms": [[59, "create-siglip-transforms"]], "create_transforms_from_siglip_processor": [[59, "create-transforms-from-siglip-processor"]], "create_bit_transforms": [[59, "create-bit-transforms"]], "create_transforms_from_bit_processor": [[59, "create-transforms-from-bit-processor"]], "create_blip_transforms": [[59, "create-blip-transforms"]], "create_transforms_from_blip_processor": [[59, "create-transforms-from-blip-processor"]], "create_mobilenetv2_transforms": [[59, "create-mobilenetv2-transforms"]], "create_transforms_from_mobilenetv2_processor": [[59, "create-transforms-from-mobilenetv2-processor"]], "imgutils.resource.background": [[60, "module-imgutils.resource.background"]], "BackgroundImageSet": [[60, "backgroundimageset"]], "list_bg_image_files": [[60, "list-bg-image-files"]], "get_bg_image_file": [[60, "get-bg-image-file"]], "get_bg_image": [[60, "get-bg-image"]], "random_bg_image_file": [[60, "random-bg-image-file"]], "random_bg_image": [[60, "random-bg-image"]], "imgutils.resource": [[61, "module-imgutils.resource"]], "imgutils.restore.adversarial": [[62, "module-imgutils.restore.adversarial"]], "remove_adversarial_noise": [[62, "remove-adversarial-noise"]], "imgutils.restore": [[63, "module-imgutils.restore"]], "imgutils.restore.nafnet": [[64, "module-imgutils.restore.nafnet"]], "restore_with_nafnet": [[64, "restore-with-nafnet"]], "imgutils.restore.scunet": [[65, "module-imgutils.restore.scunet"]], "restore_with_scunet": [[65, "restore-with-scunet"]], "imgutils.sd": [[66, "module-imgutils.sd"]], "imgutils.sd.metadata": [[67, "module-imgutils.sd.metadata"]], "SDMetaData": [[67, "sdmetadata"]], "parse_sdmeta_from_text": [[67, "parse-sdmeta-from-text"]], "get_sdmeta_from_image": [[67, "get-sdmeta-from-image"]], "save_image_with_sdmeta": [[67, "save-image-with-sdmeta"]], "imgutils.sd.model": [[68, "module-imgutils.sd.model"]], "read_metadata": [[68, "read-metadata"]], "save_with_metadata": [[68, "save-with-metadata"]], "imgutils.sd.nai": [[69, "module-imgutils.sd.nai"]], "NAIMetaData": [[69, "naimetadata"]], "NAIMetadata": [[69, "id1"]], "get_naimeta_from_image": [[69, "get-naimeta-from-image"]], "add_naimeta_to_image": [[69, "add-naimeta-to-image"]], "save_image_with_naimeta": [[69, "save-image-with-naimeta"]], "imgutils.segment": [[70, "module-imgutils.segment"]], "imgutils.segment.isnetis": [[71, "module-imgutils.segment.isnetis"]], "get_isnetis_mask": [[71, "get-isnetis-mask"]], "segment_with_isnetis": [[71, "segment-with-isnetis"]], "segment_rgba_with_isnetis": [[71, "segment-rgba-with-isnetis"]], "imgutils.tagging.blacklist": [[72, "module-imgutils.tagging.blacklist"]], "is_blacklisted": [[72, "is-blacklisted"]], "drop_blacklisted_tags": [[72, "drop-blacklisted-tags"]], "imgutils.tagging.character": [[73, "module-imgutils.tagging.character"]], "CHAR_WHITELIST_SUFFIX": [[73, "char-whitelist-suffix"]], "CHAR_WHITELIST_PREFIX": [[73, "char-whitelist-prefix"]], "CHAR_WHITELIST_WORD": [[73, "char-whitelist-word"]], "CHAR_SUFFIXES": [[73, "char-suffixes"]], "CHAR_PREFIXES": [[73, "char-prefixes"]], "CharacterTagPool": [[73, "charactertagpool"]], "is_basic_character_tag": [[73, "is-basic-character-tag"]], "drop_basic_character_tags": [[73, "drop-basic-character-tags"]], "imgutils.tagging.deepdanbooru": [[74, "module-imgutils.tagging.deepdanbooru"]], "get_deepdanbooru_tags": [[74, "get-deepdanbooru-tags"]], "imgutils.tagging.deepgelbooru": [[75, "module-imgutils.tagging.deepgelbooru"]], "get_deepgelbooru_tags": [[75, "get-deepgelbooru-tags"]], "imgutils.tagging.format": [[76, "module-imgutils.tagging.format"]], "add_underline": [[76, "add-underline"]], "remove_underline": [[76, "remove-underline"]], "tags_to_text": [[76, "tags-to-text"]], "imgutils.tagging": [[77, "module-imgutils.tagging"]], "imgutils.tagging.match": [[78, "module-imgutils.tagging.match"]], "tag_match_suffix": [[78, "tag-match-suffix"]], "tag_match_prefix": [[78, "tag-match-prefix"]], "tag_match_full": [[78, "tag-match-full"]], "imgutils.tagging.mldanbooru": [[79, "module-imgutils.tagging.mldanbooru"]], "get_mldanbooru_tags": [[79, "get-mldanbooru-tags"]], "imgutils.tagging.order": [[80, "module-imgutils.tagging.order"]], "sort_tags": [[80, "sort-tags"]], "imgutils.tagging.overlap": [[81, "module-imgutils.tagging.overlap"]], "drop_overlap_tags": [[81, "drop-overlap-tags"]], "imgutils.tagging.wd14": [[82, "module-imgutils.tagging.wd14"]], "get_wd14_tags": [[82, "get-wd14-tags"]], "convert_wd14_emb_to_prediction": [[82, "convert-wd14-emb-to-prediction"]], "denormalize_wd14_emb": [[82, "denormalize-wd14-emb"]], "imgutils.upscale.cdc": [[83, "module-imgutils.upscale.cdc"]], "upscale_with_cdc": [[83, "upscale-with-cdc"]], "imgutils.upscale": [[84, "module-imgutils.upscale"]], "imgutils.utils.cache": [[85, "module-imgutils.utils.cache"]], "ts_lru_cache": [[85, "ts-lru-cache"]], "imgutils.utils.func": [[86, "module-imgutils.utils.func"]], "sigmoid": [[86, "sigmoid"]], "imgutils.utils": [[87, "module-imgutils.utils"]], "imgutils.utils.onnxruntime": [[88, "module-imgutils.utils.onnxruntime"]], "get_onnx_provider": [[88, "get-onnx-provider"]], "open_onnx_model": [[88, "open-onnx-model"]], "imgutils.validate.aicheck": [[89, "module-imgutils.validate.aicheck"]], "get_ai_created_score": [[89, "get-ai-created-score"]], "is_ai_created": [[89, "is-ai-created"]], "imgutils.validate.bangumi_char": [[90, "module-imgutils.validate.bangumi_char"]], "anime_bangumi_char_score": [[90, "anime-bangumi-char-score"]], "anime_bangumi_char": [[90, "anime-bangumi-char"]], "imgutils.validate.classify": [[91, "module-imgutils.validate.classify"]], "anime_classify_score": [[91, "anime-classify-score"]], "anime_classify": [[91, "anime-classify"]], "imgutils.validate.color": [[92, "module-imgutils.validate.color"]], "is_greyscale": [[92, "is-greyscale"]], "imgutils.validate.completeness": [[93, "module-imgutils.validate.completeness"]], "anime_completeness_score": [[93, "anime-completeness-score"]], "anime_completeness": [[93, "anime-completeness"]], "imgutils.validate.dbrating": [[94, "module-imgutils.validate.dbrating"]], "anime_dbrating_score": [[94, "anime-dbrating-score"]], "anime_dbrating": [[94, "anime-dbrating"]], "imgutils.validate.furry": [[95, "module-imgutils.validate.furry"]], "anime_furry_score": [[95, "anime-furry-score"]], "anime_furry": [[95, "anime-furry"]], "imgutils.validate": [[96, "module-imgutils.validate"]], "imgutils.validate.monochrome": [[97, "module-imgutils.validate.monochrome"]], "get_monochrome_score": [[97, "get-monochrome-score"]], "is_monochrome": [[97, "is-monochrome"]], "imgutils.validate.nsfw": [[98, "module-imgutils.validate.nsfw"]], "nsfw_pred_score": [[98, "nsfw-pred-score"]], "nsfw_pred": [[98, "nsfw-pred"]], "imgutils.validate.portrait": [[99, "module-imgutils.validate.portrait"]], "anime_portrait_score": [[99, "anime-portrait-score"]], "anime_portrait": [[99, "anime-portrait"]], "imgutils.validate.rating": [[100, "module-imgutils.validate.rating"]], "anime_rating_score": [[100, "anime-rating-score"]], "anime_rating": [[100, "anime-rating"]], "imgutils.validate.real": [[101, "module-imgutils.validate.real"]], "anime_real_score": [[101, "anime-real-score"]], "anime_real": [[101, "anime-real"]], "imgutils.validate.safe": [[102, "module-imgutils.validate.safe"]], "safe_check_score": [[102, "safe-check-score"]], "safe_check": [[102, "safe-check"]], "imgutils.validate.style_age": [[103, "module-imgutils.validate.style_age"]], "anime_style_age_score": [[103, "anime-style-age-score"]], "anime_style_age": [[103, "anime-style-age"]], "imgutils.validate.teen": [[104, "module-imgutils.validate.teen"]], "anime_teen_score": [[104, "anime-teen-score"]], "anime_teen": [[104, "anime-teen"]], "imgutils.validate.truncate": [[105, "module-imgutils.validate.truncate"]], "is_truncated_file": [[105, "is-truncated-file"]], "Welcome to imgutils\u2019s Documentation": [[106, "welcome-to-imgutils-s-documentation"]], "Overview": [[106, "overview"]], "Tutorials": [[106, null]], "Information": [[106, null]], "API Documentation": [[106, null]], "Run Environment Information": [[107, "Run-Environment-Information"], [108, "Run-Environment-Information"]], "Installation": [[109, "installation"]], "Quick Start": [[110, "quick-start"]]}, "indexentries": {"ascii_drawing() (in module imgutils.ascii.drawing)": [[0, "imgutils.ascii.drawing.ascii_drawing"]], "imgutils.ascii.drawing": [[0, "module-imgutils.ascii.drawing"]], "module": [[0, "module-imgutils.ascii.drawing"], [1, "module-imgutils.ascii"], [2, "module-imgutils.config"], [3, "module-imgutils.config.meta"], [4, "module-imgutils.data.background"], [5, "module-imgutils.data.blob"], [6, "module-imgutils.data.decode"], [7, "module-imgutils.data.encode"], [8, "module-imgutils.data.image"], [9, "module-imgutils.data"], [10, "module-imgutils.data.layer"], [11, "module-imgutils.data.url"], [12, "module-imgutils.detect.booru_yolo"], [13, "module-imgutils.detect.censor"], [14, "module-imgutils.detect.eye"], [15, "module-imgutils.detect.face"], [16, "module-imgutils.detect.halfbody"], [17, "module-imgutils.detect.hand"], [18, "module-imgutils.detect.head"], [19, "module-imgutils.detect"], [20, "module-imgutils.detect.nudenet"], [21, "module-imgutils.detect.person"], [22, "module-imgutils.detect.similarity"], [23, "module-imgutils.detect.text"], [24, "module-imgutils.detect.visual"], [25, "module-imgutils.edge.canny"], [26, "module-imgutils.edge"], [27, "module-imgutils.edge.lineart"], [28, "module-imgutils.edge.lineart_anime"], [29, "module-imgutils.generic.classify"], [30, "module-imgutils.generic.clip"], [31, "module-imgutils.generic.enhance"], [32, "module-imgutils.generic"], [33, "module-imgutils.generic.siglip"], [34, "module-imgutils.generic.yolo"], [35, "module-imgutils.metadata.geninfo"], [36, "module-imgutils.metadata"], [37, "module-imgutils.metadata.lsb"], [38, "module-imgutils.metrics.aesthetic"], [39, "module-imgutils.metrics.ccip"], [40, "module-imgutils.metrics.dbaesthetic"], [41, "module-imgutils.metrics"], [42, "module-imgutils.metrics.laplacian"], [43, "module-imgutils.metrics.lpips"], [44, "module-imgutils.metrics.psnr_"], [45, "module-imgutils.ocr"], [46, "module-imgutils.operate.align"], [47, "module-imgutils.operate.censor_"], [48, "module-imgutils.operate.imgcensor"], [49, "module-imgutils.operate"], [50, "module-imgutils.operate.squeeze"], [51, "module-imgutils.pose.dwpose"], [52, "module-imgutils.pose.format"], [53, "module-imgutils.pose"], [54, "module-imgutils.pose.visual"], [55, "module-imgutils.preprocess.base"], [56, "module-imgutils.preprocess"], [57, "module-imgutils.preprocess.pillow"], [58, "module-imgutils.preprocess.torchvision"], [59, "module-imgutils.preprocess.transformers"], [60, "module-imgutils.resource.background"], [61, "module-imgutils.resource"], [62, "module-imgutils.restore.adversarial"], [63, "module-imgutils.restore"], [64, "module-imgutils.restore.nafnet"], [65, "module-imgutils.restore.scunet"], [66, "module-imgutils.sd"], [67, "module-imgutils.sd.metadata"], [68, "module-imgutils.sd.model"], [69, "module-imgutils.sd.nai"], [70, "module-imgutils.segment"], [71, "module-imgutils.segment.isnetis"], [72, "module-imgutils.tagging.blacklist"], [73, "module-imgutils.tagging.character"], [74, "module-imgutils.tagging.deepdanbooru"], [75, "module-imgutils.tagging.deepgelbooru"], [76, "module-imgutils.tagging.format"], [77, "module-imgutils.tagging"], [78, "module-imgutils.tagging.match"], [79, "module-imgutils.tagging.mldanbooru"], [80, "module-imgutils.tagging.order"], [81, "module-imgutils.tagging.overlap"], [82, "module-imgutils.tagging.wd14"], [83, "module-imgutils.upscale.cdc"], [84, "module-imgutils.upscale"], [85, "module-imgutils.utils.cache"], [86, "module-imgutils.utils.func"], [87, "module-imgutils.utils"], [88, "module-imgutils.utils.onnxruntime"], [89, "module-imgutils.validate.aicheck"], [90, "module-imgutils.validate.bangumi_char"], [91, "module-imgutils.validate.classify"], [92, "module-imgutils.validate.color"], [93, "module-imgutils.validate.completeness"], [94, "module-imgutils.validate.dbrating"], [95, "module-imgutils.validate.furry"], [96, "module-imgutils.validate"], [97, "module-imgutils.validate.monochrome"], [98, "module-imgutils.validate.nsfw"], [99, "module-imgutils.validate.portrait"], [100, "module-imgutils.validate.rating"], [101, "module-imgutils.validate.real"], [102, "module-imgutils.validate.safe"], [103, "module-imgutils.validate.style_age"], [104, "module-imgutils.validate.teen"], [105, "module-imgutils.validate.truncate"]], "imgutils.ascii": [[1, "module-imgutils.ascii"]], "imgutils.config": [[2, "module-imgutils.config"]], "__author_email__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__AUTHOR_EMAIL__"]], "__author__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__AUTHOR__"]], "__description__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__DESCRIPTION__"]], "__title__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__TITLE__"]], "__version__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__VERSION__"]], "imgutils.config.meta": [[3, "module-imgutils.config.meta"]], "grid_background() (in module imgutils.data.background)": [[4, "imgutils.data.background.grid_background"]], "grid_transparent() (in module imgutils.data.background)": [[4, "imgutils.data.background.grid_transparent"]], "imgutils.data.background": [[4, "module-imgutils.data.background"]], "imgutils.data.blob": [[5, "module-imgutils.data.blob"]], "is_valid_image_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.is_valid_image_blob_url"]], "load_image_from_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.load_image_from_blob_url"]], "to_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.to_blob_url"]], "imgutils.data.decode": [[6, "module-imgutils.data.decode"]], "rgb_decode() (in module imgutils.data.decode)": [[6, "imgutils.data.decode.rgb_decode"]], "imgutils.data.encode": [[7, "module-imgutils.data.encode"]], "rgb_encode() (in module imgutils.data.encode)": [[7, "imgutils.data.encode.rgb_encode"]], "has_alpha_channel() (in module imgutils.data.image)": [[8, "imgutils.data.image.has_alpha_channel"]], "imgutils.data.image": [[8, "module-imgutils.data.image"]], "load_image() (in module imgutils.data.image)": [[8, "imgutils.data.image.load_image"]], "load_images() (in module imgutils.data.image)": [[8, "imgutils.data.image.load_images"]], "imgutils.data": [[9, "module-imgutils.data"]], "imgutils.data.layer": [[10, "module-imgutils.data.layer"]], "istack() (in module imgutils.data.layer)": [[10, "imgutils.data.layer.istack"]], "download_image_from_url() (in module imgutils.data.url)": [[11, "imgutils.data.url.download_image_from_url"]], "imgutils.data.url": [[11, "module-imgutils.data.url"]], "is_http_url() (in module imgutils.data.url)": [[11, "imgutils.data.url.is_http_url"]], "detect_with_booru_yolo() (in module imgutils.detect.booru_yolo)": [[12, "imgutils.detect.booru_yolo.detect_with_booru_yolo"]], "imgutils.detect.booru_yolo": [[12, "module-imgutils.detect.booru_yolo"]], "detect_censors() (in module imgutils.detect.censor)": [[13, "imgutils.detect.censor.detect_censors"]], "imgutils.detect.censor": [[13, "module-imgutils.detect.censor"]], "detect_eyes() (in module imgutils.detect.eye)": [[14, "imgutils.detect.eye.detect_eyes"]], "imgutils.detect.eye": [[14, "module-imgutils.detect.eye"]], "detect_faces() (in module imgutils.detect.face)": [[15, "imgutils.detect.face.detect_faces"]], "imgutils.detect.face": [[15, "module-imgutils.detect.face"]], "detect_halfbody() (in module imgutils.detect.halfbody)": [[16, "imgutils.detect.halfbody.detect_halfbody"]], "imgutils.detect.halfbody": [[16, "module-imgutils.detect.halfbody"]], "detect_hands() (in module imgutils.detect.hand)": [[17, "imgutils.detect.hand.detect_hands"]], "imgutils.detect.hand": [[17, "module-imgutils.detect.hand"]], "detect_heads() (in module imgutils.detect.head)": [[18, "imgutils.detect.head.detect_heads"]], "imgutils.detect.head": [[18, "module-imgutils.detect.head"]], "imgutils.detect": [[19, "module-imgutils.detect"]], "detect_with_nudenet() (in module imgutils.detect.nudenet)": [[20, "imgutils.detect.nudenet.detect_with_nudenet"]], "imgutils.detect.nudenet": [[20, "module-imgutils.detect.nudenet"]], "detect_person() (in module imgutils.detect.person)": [[21, "imgutils.detect.person.detect_person"]], "imgutils.detect.person": [[21, "module-imgutils.detect.person"]], "bboxes_similarity() (in module imgutils.detect.similarity)": [[22, "imgutils.detect.similarity.bboxes_similarity"]], "calculate_iou() (in module imgutils.detect.similarity)": [[22, "imgutils.detect.similarity.calculate_iou"]], "detection_similarity() (in module imgutils.detect.similarity)": [[22, "imgutils.detect.similarity.detection_similarity"]], "imgutils.detect.similarity": [[22, "module-imgutils.detect.similarity"]], "detect_text() (in module imgutils.detect.text)": [[23, "imgutils.detect.text.detect_text"]], "imgutils.detect.text": [[23, "module-imgutils.detect.text"]], "detection_visualize() (in module imgutils.detect.visual)": [[24, "imgutils.detect.visual.detection_visualize"]], "imgutils.detect.visual": [[24, "module-imgutils.detect.visual"]], "edge_image_with_canny() (in module imgutils.edge.canny)": [[25, "imgutils.edge.canny.edge_image_with_canny"]], "get_edge_by_canny() (in module imgutils.edge.canny)": [[25, "imgutils.edge.canny.get_edge_by_canny"]], "imgutils.edge.canny": [[25, "module-imgutils.edge.canny"]], "imgutils.edge": [[26, "module-imgutils.edge"]], "edge_image_with_lineart() (in module imgutils.edge.lineart)": [[27, "imgutils.edge.lineart.edge_image_with_lineart"]], "get_edge_by_lineart() (in module imgutils.edge.lineart)": [[27, "imgutils.edge.lineart.get_edge_by_lineart"]], "imgutils.edge.lineart": [[27, "module-imgutils.edge.lineart"]], "edge_image_with_lineart_anime() (in module imgutils.edge.lineart_anime)": [[28, "imgutils.edge.lineart_anime.edge_image_with_lineart_anime"]], "get_edge_by_lineart_anime() (in module imgutils.edge.lineart_anime)": [[28, "imgutils.edge.lineart_anime.get_edge_by_lineart_anime"]], "imgutils.edge.lineart_anime": [[28, "module-imgutils.edge.lineart_anime"]], "classifymodel (class in imgutils.generic.classify)": [[29, "imgutils.generic.classify.ClassifyModel"]], "__init__() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.__init__"]], "classify_predict() (in module imgutils.generic.classify)": [[29, "imgutils.generic.classify.classify_predict"]], "classify_predict_fmt() (in module imgutils.generic.classify)": [[29, "imgutils.generic.classify.classify_predict_fmt"]], "classify_predict_score() (in module imgutils.generic.classify)": [[29, "imgutils.generic.classify.classify_predict_score"]], "clear() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.clear"]], "imgutils.generic.classify": [[29, "module-imgutils.generic.classify"]], "launch_demo() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.launch_demo"]], "make_ui() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.make_ui"]], "predict() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.predict"]], "predict_fmt() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.predict_fmt"]], "predict_score() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.predict_score"]], "clipmodel (class in imgutils.generic.clip)": [[30, "imgutils.generic.clip.CLIPModel"]], "__init__() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.__init__"]], "clear() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.clear"]], "clip_image_encode() (in module imgutils.generic.clip)": [[30, "imgutils.generic.clip.clip_image_encode"]], "clip_predict() (in module imgutils.generic.clip)": [[30, "imgutils.generic.clip.clip_predict"]], "clip_text_encode() (in module imgutils.generic.clip)": [[30, "imgutils.generic.clip.clip_text_encode"]], "image_encode() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.image_encode"]], "imgutils.generic.clip": [[30, "module-imgutils.generic.clip"]], "launch_demo() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.launch_demo"]], "make_ui() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.make_ui"]], "predict() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.predict"]], "text_encode() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.text_encode"]], "imageenhancer (class in imgutils.generic.enhance)": [[31, "imgutils.generic.enhance.ImageEnhancer"]], "__init__() (imgutils.generic.enhance.imageenhancer method)": [[31, "imgutils.generic.enhance.ImageEnhancer.__init__"]], "imgutils.generic.enhance": [[31, "module-imgutils.generic.enhance"]], "process() (imgutils.generic.enhance.imageenhancer method)": [[31, "imgutils.generic.enhance.ImageEnhancer.process"]], "imgutils.generic": [[32, "module-imgutils.generic"]], "siglipmodel (class in imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.SigLIPModel"]], "__init__() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.__init__"]], "clear() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.clear"]], "image_encode() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.image_encode"]], "imgutils.generic.siglip": [[33, "module-imgutils.generic.siglip"]], "launch_demo() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.launch_demo"]], "make_ui() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.make_ui"]], "predict() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.predict"]], "siglip_image_encode() (in module imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.siglip_image_encode"]], "siglip_predict() (in module imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.siglip_predict"]], "siglip_text_encode() (in module imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.siglip_text_encode"]], "text_encode() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.text_encode"]], "yolomodel (class in imgutils.generic.yolo)": [[34, "imgutils.generic.yolo.YOLOModel"]], "__init__() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.__init__"]], "clear() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.clear"]], "imgutils.generic.yolo": [[34, "module-imgutils.generic.yolo"]], "launch_demo() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.launch_demo"]], "make_ui() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.make_ui"]], "predict() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.predict"]], "yolo_predict() (in module imgutils.generic.yolo)": [[34, "imgutils.generic.yolo.yolo_predict"]], "imgutils.metadata.geninfo": [[35, "module-imgutils.metadata.geninfo"]], "read_geninfo_exif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.read_geninfo_exif"]], "read_geninfo_gif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.read_geninfo_gif"]], "read_geninfo_parameters() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.read_geninfo_parameters"]], "write_geninfo_exif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.write_geninfo_exif"]], "write_geninfo_gif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.write_geninfo_gif"]], "write_geninfo_parameters() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.write_geninfo_parameters"]], "imgutils.metadata": [[36, "module-imgutils.metadata"]], "imagelsbdataextractor (class in imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.ImageLsbDataExtractor"]], "lsbextractor (class in imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.LSBExtractor"]], "lsbreaderror (class in imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.LSBReadError"]], "__init__() (imgutils.metadata.lsb.imagelsbdataextractor method)": [[37, "imgutils.metadata.lsb.ImageLsbDataExtractor.__init__"]], "__init__() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.__init__"]], "extract_data() (imgutils.metadata.lsb.imagelsbdataextractor method)": [[37, "imgutils.metadata.lsb.ImageLsbDataExtractor.extract_data"]], "get_next_n_bytes() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.get_next_n_bytes"]], "get_one_byte() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.get_one_byte"]], "imgutils.metadata.lsb": [[37, "module-imgutils.metadata.lsb"]], "inject_data() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.inject_data"]], "read_32bit_integer() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.read_32bit_integer"]], "read_lsb_metadata() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.read_lsb_metadata"]], "read_lsb_raw_bytes() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.read_lsb_raw_bytes"]], "serialize_json() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.serialize_json"]], "serialize_pnginfo() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.serialize_pnginfo"]], "write_lsb_metadata() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.write_lsb_metadata"]], "write_lsb_raw_bytes() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.write_lsb_raw_bytes"]], "get_aesthetic_score() (in module imgutils.metrics.aesthetic)": [[38, "imgutils.metrics.aesthetic.get_aesthetic_score"]], "imgutils.metrics.aesthetic": [[38, "module-imgutils.metrics.aesthetic"]], "ccip_batch_differences() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_batch_differences"]], "ccip_batch_extract_features() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_batch_extract_features"]], "ccip_batch_same() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_batch_same"]], "ccip_clustering() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_clustering"]], "ccip_default_clustering_params() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_default_clustering_params"]], "ccip_default_threshold() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_default_threshold"]], "ccip_difference() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_difference"]], "ccip_extract_feature() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_extract_feature"]], "ccip_merge() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_merge"]], "ccip_same() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_same"]], "imgutils.metrics.ccip": [[39, "module-imgutils.metrics.ccip"]], "anime_dbaesthetic() (in module imgutils.metrics.dbaesthetic)": [[40, "imgutils.metrics.dbaesthetic.anime_dbaesthetic"]], "imgutils.metrics.dbaesthetic": [[40, "module-imgutils.metrics.dbaesthetic"]], "imgutils.metrics": [[41, "module-imgutils.metrics"]], "imgutils.metrics.laplacian": [[42, "module-imgutils.metrics.laplacian"]], "laplacian_score() (in module imgutils.metrics.laplacian)": [[42, "imgutils.metrics.laplacian.laplacian_score"]], "imgutils.metrics.lpips": [[43, "module-imgutils.metrics.lpips"]], "lpips_clustering() (in module imgutils.metrics.lpips)": [[43, "imgutils.metrics.lpips.lpips_clustering"]], "lpips_difference() (in module imgutils.metrics.lpips)": [[43, "imgutils.metrics.lpips.lpips_difference"]], "lpips_extract_feature() (in module imgutils.metrics.lpips)": [[43, "imgutils.metrics.lpips.lpips_extract_feature"]], "imgutils.metrics.psnr_": [[44, "module-imgutils.metrics.psnr_"]], "psnr() (in module imgutils.metrics.psnr_)": [[44, "imgutils.metrics.psnr_.psnr"]], "detect_text_with_ocr() (in module imgutils.ocr)": [[45, "imgutils.ocr.detect_text_with_ocr"]], "imgutils.ocr": [[45, "module-imgutils.ocr"]], "list_det_models() (in module imgutils.ocr)": [[45, "imgutils.ocr.list_det_models"]], "list_rec_models() (in module imgutils.ocr)": [[45, "imgutils.ocr.list_rec_models"]], "ocr() (in module imgutils.ocr)": [[45, "imgutils.ocr.ocr"]], "align_maxsize() (in module imgutils.operate.align)": [[46, "imgutils.operate.align.align_maxsize"]], "imgutils.operate.align": [[46, "module-imgutils.operate.align"]], "basecensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.BaseCensor"]], "blurcensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.BlurCensor"]], "colorcensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.ColorCensor"]], "pixelatecensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.PixelateCensor"]], "censor_area() (imgutils.operate.censor_.basecensor method)": [[47, "imgutils.operate.censor_.BaseCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.blurcensor method)": [[47, "imgutils.operate.censor_.BlurCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.colorcensor method)": [[47, "imgutils.operate.censor_.ColorCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.pixelatecensor method)": [[47, "imgutils.operate.censor_.PixelateCensor.censor_area"]], "censor_areas() (in module imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.censor_areas"]], "censor_nsfw() (in module imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.censor_nsfw"]], "imgutils.operate.censor_": [[47, "module-imgutils.operate.censor_"]], "register_censor_method() (in module imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.register_censor_method"]], "emojibasedcensor (class in imgutils.operate.imgcensor)": [[48, "imgutils.operate.imgcensor.EmojiBasedCensor"]], "imagebasedcensor (class in imgutils.operate.imgcensor)": [[48, "imgutils.operate.imgcensor.ImageBasedCensor"]], "singleimage (class in imgutils.operate.imgcensor)": [[48, "imgutils.operate.imgcensor.SingleImage"]], "__init__() (imgutils.operate.imgcensor.singleimage method)": [[48, "imgutils.operate.imgcensor.SingleImage.__init__"]], "censor_area() (imgutils.operate.imgcensor.emojibasedcensor method)": [[48, "imgutils.operate.imgcensor.EmojiBasedCensor.censor_area"]], "censor_area() (imgutils.operate.imgcensor.imagebasedcensor method)": [[48, "imgutils.operate.imgcensor.ImageBasedCensor.censor_area"]], "find_for_area() (imgutils.operate.imgcensor.singleimage method)": [[48, "imgutils.operate.imgcensor.SingleImage.find_for_area"]], "height (imgutils.operate.imgcensor.singleimage property)": [[48, "imgutils.operate.imgcensor.SingleImage.height"]], "imgutils.operate.imgcensor": [[48, "module-imgutils.operate.imgcensor"]], "width (imgutils.operate.imgcensor.singleimage property)": [[48, "imgutils.operate.imgcensor.SingleImage.width"]], "imgutils.operate": [[49, "module-imgutils.operate"]], "imgutils.operate.squeeze": [[50, "module-imgutils.operate.squeeze"]], "squeeze() (in module imgutils.operate.squeeze)": [[50, "imgutils.operate.squeeze.squeeze"]], "squeeze_with_transparency() (in module imgutils.operate.squeeze)": [[50, "imgutils.operate.squeeze.squeeze_with_transparency"]], "dwpose_estimate() (in module imgutils.pose.dwpose)": [[51, "imgutils.pose.dwpose.dwpose_estimate"]], "imgutils.pose.dwpose": [[51, "module-imgutils.pose.dwpose"]], "left_ankle (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_ANKLE"]], "left_big_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_BIG_TOE"]], "left_ear (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_EAR"]], "left_elbow (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_ELBOW"]], "left_eye (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_EYE"]], "left_heel (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_HEEL"]], "left_hip (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_HIP"]], "left_knee (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_KNEE"]], "left_shoulder (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_SHOULDER"]], "left_small_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_SMALL_TOE"]], "left_wrist (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_WRIST"]], "neck (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.NECK"]], "nose (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.NOSE"]], "op18keypointset (class in imgutils.pose.format)": [[52, "imgutils.pose.format.OP18KeyPointSet"]], "op18_body_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_BODY_MAX"]], "op18_body_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_BODY_MIN"]], "op18_face_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_FACE_MAX"]], "op18_face_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_FACE_MIN"]], "op18_left_foot_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_FOOT_MAX"]], "op18_left_foot_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_FOOT_MIN"]], "op18_left_hand_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_HAND_MAX"]], "op18_left_hand_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_HAND_MIN"]], "op18_right_foot_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_FOOT_MAX"]], "op18_right_foot_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_FOOT_MIN"]], "op18_right_hand_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_HAND_MAX"]], "op18_right_hand_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_HAND_MIN"]], "right_ankle (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_ANKLE"]], "right_big_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_BIG_TOE"]], "right_ear (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_EAR"]], "right_elbow (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_ELBOW"]], "right_eye (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_EYE"]], "right_heel (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_HEEL"]], "right_hip (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_HIP"]], "right_knee (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_KNEE"]], "right_shoulder (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_SHOULDER"]], "right_small_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_SMALL_TOE"]], "right_wrist (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_WRIST"]], "__init__() (imgutils.pose.format.op18keypointset method)": [[52, "imgutils.pose.format.OP18KeyPointSet.__init__"]], "__mul__() (imgutils.pose.format.op18keypointset method)": [[52, "imgutils.pose.format.OP18KeyPointSet.__mul__"]], "__truediv__() (imgutils.pose.format.op18keypointset method)": [[52, "imgutils.pose.format.OP18KeyPointSet.__truediv__"]], "body (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.body"]], "face (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.face"]], "imgutils.pose.format": [[52, "module-imgutils.pose.format"]], "left_foot (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.left_foot"]], "left_hand (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.left_hand"]], "right_foot (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.right_foot"]], "right_hand (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.right_hand"]], "imgutils.pose": [[53, "module-imgutils.pose"]], "imgutils.pose.visual": [[54, "module-imgutils.pose.visual"]], "op18_visualize() (in module imgutils.pose.visual)": [[54, "imgutils.pose.visual.op18_visualize"]], "notparsetarget (class in imgutils.preprocess.base)": [[55, "imgutils.preprocess.base.NotParseTarget"]], "imgutils.preprocess.base": [[55, "module-imgutils.preprocess.base"]], "imgutils.preprocess": [[56, "module-imgutils.preprocess"]], "create_pillow_transforms() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.create_pillow_transforms"]], "imgutils.preprocess.pillow": [[57, "module-imgutils.preprocess.pillow"]], "parse_pillow_transforms() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.parse_pillow_transforms"]], "register_pillow_parse() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.register_pillow_parse"]], "register_pillow_transform() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.register_pillow_transform"]], "create_torchvision_transforms() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.create_torchvision_transforms"]], "imgutils.preprocess.torchvision": [[58, "module-imgutils.preprocess.torchvision"]], "parse_torchvision_transforms() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.parse_torchvision_transforms"]], "register_torchvision_parse() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.register_torchvision_parse"]], "register_torchvision_transform() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.register_torchvision_transform"]], "notprocessortypeerror (class in imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.NotProcessorTypeError"]], "convert_to_size_dict() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.convert_to_size_dict"]], "create_bit_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_bit_transforms"]], "create_blip_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_blip_transforms"]], "create_clip_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_clip_transforms"]], "create_convnext_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_convnext_transforms"]], "create_mobilenetv2_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_mobilenetv2_transforms"]], "create_siglip_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_siglip_transforms"]], "create_transforms_from_bit_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_bit_processor"]], "create_transforms_from_blip_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_blip_processor"]], "create_transforms_from_clip_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_clip_processor"]], "create_transforms_from_convnext_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_convnext_processor"]], "create_transforms_from_mobilenetv2_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_mobilenetv2_processor"]], "create_transforms_from_siglip_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_siglip_processor"]], "create_transforms_from_transformers() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_transformers"]], "create_transforms_from_vit_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_vit_processor"]], "create_vit_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_vit_transforms"]], "get_size_dict() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.get_size_dict"]], "imgutils.preprocess.transformers": [[59, "module-imgutils.preprocess.transformers"]], "is_valid_size_dict() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.is_valid_size_dict"]], "register_creators_for_transformers() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.register_creators_for_transformers"]], "backgroundimageset (class in imgutils.resource.background)": [[60, "imgutils.resource.background.BackgroundImageSet"]], "__init__() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.__init__"]], "get_bg_image() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.get_bg_image"]], "get_bg_image_file() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.get_bg_image_file"]], "get_image() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.get_image"]], "get_image_file() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.get_image_file"]], "imgutils.resource.background": [[60, "module-imgutils.resource.background"]], "list_bg_image_files() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.list_bg_image_files"]], "list_image_files() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.list_image_files"]], "random_bg_image() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.random_bg_image"]], "random_bg_image_file() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.random_bg_image_file"]], "random_image() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.random_image"]], "random_image_file() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.random_image_file"]], "imgutils.resource": [[61, "module-imgutils.resource"]], "imgutils.restore.adversarial": [[62, "module-imgutils.restore.adversarial"]], "remove_adversarial_noise() (in module imgutils.restore.adversarial)": [[62, "imgutils.restore.adversarial.remove_adversarial_noise"]], "imgutils.restore": [[63, "module-imgutils.restore"]], "imgutils.restore.nafnet": [[64, "module-imgutils.restore.nafnet"]], "restore_with_nafnet() (in module imgutils.restore.nafnet)": [[64, "imgutils.restore.nafnet.restore_with_nafnet"]], "imgutils.restore.scunet": [[65, "module-imgutils.restore.scunet"]], "restore_with_scunet() (in module imgutils.restore.scunet)": [[65, "imgutils.restore.scunet.restore_with_scunet"]], "imgutils.sd": [[66, "module-imgutils.sd"]], "sdmetadata (class in imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.SDMetaData"]], "__str__() (imgutils.sd.metadata.sdmetadata method)": [[67, "imgutils.sd.metadata.SDMetaData.__str__"]], "get_sdmeta_from_image() (in module imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.get_sdmeta_from_image"]], "imgutils.sd.metadata": [[67, "module-imgutils.sd.metadata"]], "parse_sdmeta_from_text() (in module imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.parse_sdmeta_from_text"]], "pnginfo (imgutils.sd.metadata.sdmetadata property)": [[67, "imgutils.sd.metadata.SDMetaData.pnginfo"]], "save_image_with_sdmeta() (in module imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.save_image_with_sdmeta"]], "text (imgutils.sd.metadata.sdmetadata property)": [[67, "imgutils.sd.metadata.SDMetaData.text"]], "imgutils.sd.model": [[68, "module-imgutils.sd.model"]], "read_metadata() (in module imgutils.sd.model)": [[68, "imgutils.sd.model.read_metadata"]], "save_with_metadata() (in module imgutils.sd.model)": [[68, "imgutils.sd.model.save_with_metadata"]], "naimetadata (class in imgutils.sd.nai)": [[69, "imgutils.sd.nai.NAIMetaData"], [69, "imgutils.sd.nai.NAIMetadata"]], "__init__() (imgutils.sd.nai.naimetadata method)": [[69, "imgutils.sd.nai.NAIMetaData.__init__"]], "add_naimeta_to_image() (in module imgutils.sd.nai)": [[69, "imgutils.sd.nai.add_naimeta_to_image"]], "get_naimeta_from_image() (in module imgutils.sd.nai)": [[69, "imgutils.sd.nai.get_naimeta_from_image"]], "imgutils.sd.nai": [[69, "module-imgutils.sd.nai"]], "pnginfo (imgutils.sd.nai.naimetadata property)": [[69, "imgutils.sd.nai.NAIMetaData.pnginfo"]], "save_image_with_naimeta() (in module imgutils.sd.nai)": [[69, "imgutils.sd.nai.save_image_with_naimeta"]], "imgutils.segment": [[70, "module-imgutils.segment"]], "get_isnetis_mask() (in module imgutils.segment.isnetis)": [[71, "imgutils.segment.isnetis.get_isnetis_mask"]], "imgutils.segment.isnetis": [[71, "module-imgutils.segment.isnetis"]], "segment_rgba_with_isnetis() (in module imgutils.segment.isnetis)": [[71, "imgutils.segment.isnetis.segment_rgba_with_isnetis"]], "segment_with_isnetis() (in module imgutils.segment.isnetis)": [[71, "imgutils.segment.isnetis.segment_with_isnetis"]], "drop_blacklisted_tags() (in module imgutils.tagging.blacklist)": [[72, "imgutils.tagging.blacklist.drop_blacklisted_tags"]], "imgutils.tagging.blacklist": [[72, "module-imgutils.tagging.blacklist"]], "is_blacklisted() (in module imgutils.tagging.blacklist)": [[72, "imgutils.tagging.blacklist.is_blacklisted"]], "char_prefixes (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_PREFIXES"]], "char_suffixes (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_SUFFIXES"]], "char_whitelist_prefix (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_WHITELIST_PREFIX"]], "char_whitelist_suffix (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_WHITELIST_SUFFIX"]], "char_whitelist_word (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_WHITELIST_WORD"]], "charactertagpool (class in imgutils.tagging.character)": [[73, "imgutils.tagging.character.CharacterTagPool"]], "__init__() (imgutils.tagging.character.charactertagpool method)": [[73, "imgutils.tagging.character.CharacterTagPool.__init__"]], "drop_basic_character_tags() (imgutils.tagging.character.charactertagpool method)": [[73, "imgutils.tagging.character.CharacterTagPool.drop_basic_character_tags"]], "drop_basic_character_tags() (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.drop_basic_character_tags"]], "imgutils.tagging.character": [[73, "module-imgutils.tagging.character"]], "is_basic_character_tag() (imgutils.tagging.character.charactertagpool method)": [[73, "imgutils.tagging.character.CharacterTagPool.is_basic_character_tag"]], "is_basic_character_tag() (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.is_basic_character_tag"]], "get_deepdanbooru_tags() (in module imgutils.tagging.deepdanbooru)": [[74, "imgutils.tagging.deepdanbooru.get_deepdanbooru_tags"]], "imgutils.tagging.deepdanbooru": [[74, "module-imgutils.tagging.deepdanbooru"]], "get_deepgelbooru_tags() (in module imgutils.tagging.deepgelbooru)": [[75, "imgutils.tagging.deepgelbooru.get_deepgelbooru_tags"]], "imgutils.tagging.deepgelbooru": [[75, "module-imgutils.tagging.deepgelbooru"]], "add_underline() (in module imgutils.tagging.format)": [[76, "imgutils.tagging.format.add_underline"]], "imgutils.tagging.format": [[76, "module-imgutils.tagging.format"]], "remove_underline() (in module imgutils.tagging.format)": [[76, "imgutils.tagging.format.remove_underline"]], "tags_to_text() (in module imgutils.tagging.format)": [[76, "imgutils.tagging.format.tags_to_text"]], "imgutils.tagging": [[77, "module-imgutils.tagging"]], "imgutils.tagging.match": [[78, "module-imgutils.tagging.match"]], "tag_match_full() (in module imgutils.tagging.match)": [[78, "imgutils.tagging.match.tag_match_full"]], "tag_match_prefix() (in module imgutils.tagging.match)": [[78, "imgutils.tagging.match.tag_match_prefix"]], "tag_match_suffix() (in module imgutils.tagging.match)": [[78, "imgutils.tagging.match.tag_match_suffix"]], "get_mldanbooru_tags() (in module imgutils.tagging.mldanbooru)": [[79, "imgutils.tagging.mldanbooru.get_mldanbooru_tags"]], "imgutils.tagging.mldanbooru": [[79, "module-imgutils.tagging.mldanbooru"]], "imgutils.tagging.order": [[80, "module-imgutils.tagging.order"]], "sort_tags() (in module imgutils.tagging.order)": [[80, "imgutils.tagging.order.sort_tags"]], "drop_overlap_tags() (in module imgutils.tagging.overlap)": [[81, "imgutils.tagging.overlap.drop_overlap_tags"]], "imgutils.tagging.overlap": [[81, "module-imgutils.tagging.overlap"]], "convert_wd14_emb_to_prediction() (in module imgutils.tagging.wd14)": [[82, "imgutils.tagging.wd14.convert_wd14_emb_to_prediction"]], "denormalize_wd14_emb() (in module imgutils.tagging.wd14)": [[82, "imgutils.tagging.wd14.denormalize_wd14_emb"]], "get_wd14_tags() (in module imgutils.tagging.wd14)": [[82, "imgutils.tagging.wd14.get_wd14_tags"]], "imgutils.tagging.wd14": [[82, "module-imgutils.tagging.wd14"]], "imgutils.upscale.cdc": [[83, "module-imgutils.upscale.cdc"]], "upscale_with_cdc() (in module imgutils.upscale.cdc)": [[83, "imgutils.upscale.cdc.upscale_with_cdc"]], "imgutils.upscale": [[84, "module-imgutils.upscale"]], "imgutils.utils.cache": [[85, "module-imgutils.utils.cache"]], "ts_lru_cache() (in module imgutils.utils.cache)": [[85, "imgutils.utils.cache.ts_lru_cache"]], "imgutils.utils.func": [[86, "module-imgutils.utils.func"]], "sigmoid() (in module imgutils.utils.func)": [[86, "imgutils.utils.func.sigmoid"]], "imgutils.utils": [[87, "module-imgutils.utils"]], "get_onnx_provider() (in module imgutils.utils.onnxruntime)": [[88, "imgutils.utils.onnxruntime.get_onnx_provider"]], "imgutils.utils.onnxruntime": [[88, "module-imgutils.utils.onnxruntime"]], "open_onnx_model() (in module imgutils.utils.onnxruntime)": [[88, "imgutils.utils.onnxruntime.open_onnx_model"]], "get_ai_created_score() (in module imgutils.validate.aicheck)": [[89, "imgutils.validate.aicheck.get_ai_created_score"]], "imgutils.validate.aicheck": [[89, "module-imgutils.validate.aicheck"]], "is_ai_created() (in module imgutils.validate.aicheck)": [[89, "imgutils.validate.aicheck.is_ai_created"]], "anime_bangumi_char() (in module imgutils.validate.bangumi_char)": [[90, "imgutils.validate.bangumi_char.anime_bangumi_char"]], "anime_bangumi_char_score() (in module imgutils.validate.bangumi_char)": [[90, "imgutils.validate.bangumi_char.anime_bangumi_char_score"]], "imgutils.validate.bangumi_char": [[90, "module-imgutils.validate.bangumi_char"]], "anime_classify() (in module imgutils.validate.classify)": [[91, "imgutils.validate.classify.anime_classify"]], "anime_classify_score() (in module imgutils.validate.classify)": [[91, "imgutils.validate.classify.anime_classify_score"]], "imgutils.validate.classify": [[91, "module-imgutils.validate.classify"]], "imgutils.validate.color": [[92, "module-imgutils.validate.color"]], "is_greyscale() (in module imgutils.validate.color)": [[92, "imgutils.validate.color.is_greyscale"]], "anime_completeness() (in module imgutils.validate.completeness)": [[93, "imgutils.validate.completeness.anime_completeness"]], "anime_completeness_score() (in module imgutils.validate.completeness)": [[93, "imgutils.validate.completeness.anime_completeness_score"]], "imgutils.validate.completeness": [[93, "module-imgutils.validate.completeness"]], "anime_dbrating() (in module imgutils.validate.dbrating)": [[94, "imgutils.validate.dbrating.anime_dbrating"]], "anime_dbrating_score() (in module imgutils.validate.dbrating)": [[94, "imgutils.validate.dbrating.anime_dbrating_score"]], "imgutils.validate.dbrating": [[94, "module-imgutils.validate.dbrating"]], "anime_furry() (in module imgutils.validate.furry)": [[95, "imgutils.validate.furry.anime_furry"]], "anime_furry_score() (in module imgutils.validate.furry)": [[95, "imgutils.validate.furry.anime_furry_score"]], "imgutils.validate.furry": [[95, "module-imgutils.validate.furry"]], "imgutils.validate": [[96, "module-imgutils.validate"]], "get_monochrome_score() (in module imgutils.validate.monochrome)": [[97, "imgutils.validate.monochrome.get_monochrome_score"]], "imgutils.validate.monochrome": [[97, "module-imgutils.validate.monochrome"]], "is_monochrome() (in module imgutils.validate.monochrome)": [[97, "imgutils.validate.monochrome.is_monochrome"]], "imgutils.validate.nsfw": [[98, "module-imgutils.validate.nsfw"]], "nsfw_pred() (in module imgutils.validate.nsfw)": [[98, "imgutils.validate.nsfw.nsfw_pred"]], "nsfw_pred_score() (in module imgutils.validate.nsfw)": [[98, "imgutils.validate.nsfw.nsfw_pred_score"]], "anime_portrait() (in module imgutils.validate.portrait)": [[99, "imgutils.validate.portrait.anime_portrait"]], "anime_portrait_score() (in module imgutils.validate.portrait)": [[99, "imgutils.validate.portrait.anime_portrait_score"]], "imgutils.validate.portrait": [[99, "module-imgutils.validate.portrait"]], "anime_rating() (in module imgutils.validate.rating)": [[100, "imgutils.validate.rating.anime_rating"]], "anime_rating_score() (in module imgutils.validate.rating)": [[100, "imgutils.validate.rating.anime_rating_score"]], "imgutils.validate.rating": [[100, "module-imgutils.validate.rating"]], "anime_real() (in module imgutils.validate.real)": [[101, "imgutils.validate.real.anime_real"]], "anime_real_score() (in module imgutils.validate.real)": [[101, "imgutils.validate.real.anime_real_score"]], "imgutils.validate.real": [[101, "module-imgutils.validate.real"]], "imgutils.validate.safe": [[102, "module-imgutils.validate.safe"]], "safe_check() (in module imgutils.validate.safe)": [[102, "imgutils.validate.safe.safe_check"]], "safe_check_score() (in module imgutils.validate.safe)": [[102, "imgutils.validate.safe.safe_check_score"]], "anime_style_age() (in module imgutils.validate.style_age)": [[103, "imgutils.validate.style_age.anime_style_age"]], "anime_style_age_score() (in module imgutils.validate.style_age)": [[103, "imgutils.validate.style_age.anime_style_age_score"]], "imgutils.validate.style_age": [[103, "module-imgutils.validate.style_age"]], "anime_teen() (in module imgutils.validate.teen)": [[104, "imgutils.validate.teen.anime_teen"]], "anime_teen_score() (in module imgutils.validate.teen)": [[104, "imgutils.validate.teen.anime_teen_score"]], "imgutils.validate.teen": [[104, "module-imgutils.validate.teen"]], "imgutils.validate.truncate": [[105, "module-imgutils.validate.truncate"]], "is_truncated_file() (in module imgutils.validate.truncate)": [[105, "imgutils.validate.truncate.is_truncated_file"]]}}) \ No newline at end of file diff --git a/v0.14.1/.buildinfo b/v0.14.1/.buildinfo index 9b00a05e3c0c8c0628b3e4c5cafb228210b551d3..a8499bda5f5efab3f869365989c515bd561b19a0 100644 --- a/v0.14.1/.buildinfo +++ b/v0.14.1/.buildinfo @@ -1,4 +1,4 @@ # Sphinx build info version 1 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done. -config: b6165a7cb4abad08a0375ee8d56b3a25 +config: 9e0e4018b04d17abe028538bd98bab9c tags: 645f666f9bcd5a90fca523b33c5a78b7 diff --git a/v0.14.1/.doctrees/api_doc/ascii/drawing.doctree b/v0.14.1/.doctrees/api_doc/ascii/drawing.doctree index c87abb63f7515c8693688bc1198f0689dd206ee2..a2b48ce9e7b8fb50e923fc084799d3abd87f5b42 100644 Binary files a/v0.14.1/.doctrees/api_doc/ascii/drawing.doctree and b/v0.14.1/.doctrees/api_doc/ascii/drawing.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/ascii/index.doctree b/v0.14.1/.doctrees/api_doc/ascii/index.doctree index 8cd90a3037170ca98165467ffada4a164cf911b3..8025645012e2ddad00c11dab6d329727670f9937 100644 Binary files a/v0.14.1/.doctrees/api_doc/ascii/index.doctree and b/v0.14.1/.doctrees/api_doc/ascii/index.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/config/index.doctree b/v0.14.1/.doctrees/api_doc/config/index.doctree index 9fb1c77864a117315470d91159f2478ac19da1fc..197027f100a11e264c89029aea9e71f3756dbed8 100644 Binary files a/v0.14.1/.doctrees/api_doc/config/index.doctree and b/v0.14.1/.doctrees/api_doc/config/index.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/config/meta.doctree b/v0.14.1/.doctrees/api_doc/config/meta.doctree index b6b7fb176a423e4545459a2b1f0b50397e1a0bbd..b3d68062a7ee973800bf9fa1fec5fad1465cd2f7 100644 Binary files a/v0.14.1/.doctrees/api_doc/config/meta.doctree and b/v0.14.1/.doctrees/api_doc/config/meta.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/data/background.doctree b/v0.14.1/.doctrees/api_doc/data/background.doctree index 1eb86ea3faf6ac84580f309a8f310d1254769b78..2d04a70c3e2f1007e5d02620ae778c5ea90f9e88 100644 Binary files a/v0.14.1/.doctrees/api_doc/data/background.doctree and b/v0.14.1/.doctrees/api_doc/data/background.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/data/blob.doctree b/v0.14.1/.doctrees/api_doc/data/blob.doctree index 5974b01401d02bbf06d8eb194a3dae378a3e24ee..6018f2260341e1c4a2576bd2e2df0d9afb6a7fa0 100644 Binary files a/v0.14.1/.doctrees/api_doc/data/blob.doctree and b/v0.14.1/.doctrees/api_doc/data/blob.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/data/decode.doctree b/v0.14.1/.doctrees/api_doc/data/decode.doctree index 709bc9da133cffab7c5dff541fe2a51ec05719f2..366f43af56d91b84d09b894d3931d52d24adb377 100644 Binary files a/v0.14.1/.doctrees/api_doc/data/decode.doctree and b/v0.14.1/.doctrees/api_doc/data/decode.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/data/encode.doctree b/v0.14.1/.doctrees/api_doc/data/encode.doctree index 5f5b46ad4810e7fb2b7df27147c3d445f966aa04..8999ca5d0c44464a60989ca34394e09a053927c8 100644 Binary files a/v0.14.1/.doctrees/api_doc/data/encode.doctree and b/v0.14.1/.doctrees/api_doc/data/encode.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/data/image.doctree b/v0.14.1/.doctrees/api_doc/data/image.doctree index d4425478c3f3590bd1474a33d5a9b175fed060e1..81c91e1d350012b5c92e9ce05baa7030950d4f66 100644 Binary files a/v0.14.1/.doctrees/api_doc/data/image.doctree and b/v0.14.1/.doctrees/api_doc/data/image.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/data/index.doctree b/v0.14.1/.doctrees/api_doc/data/index.doctree index 735814d54966e3b57439b9080c432e30a83aa4e5..2b7462e7d48de6e26d1c4995b0259cccc7b9a491 100644 Binary files a/v0.14.1/.doctrees/api_doc/data/index.doctree and b/v0.14.1/.doctrees/api_doc/data/index.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/data/layer.doctree b/v0.14.1/.doctrees/api_doc/data/layer.doctree index 9911033831f7096c83c513ff6c479f95c62af1f1..ce8f655545179e1f1f4846968da1a29e5ca1830d 100644 Binary files a/v0.14.1/.doctrees/api_doc/data/layer.doctree and b/v0.14.1/.doctrees/api_doc/data/layer.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/data/url.doctree b/v0.14.1/.doctrees/api_doc/data/url.doctree index 519a8912a7c0af96d674daa2c23ffeeba8f65976..01e2d02c2b253b8e5e61d67aa3db06450764588f 100644 Binary files a/v0.14.1/.doctrees/api_doc/data/url.doctree and b/v0.14.1/.doctrees/api_doc/data/url.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/detect/booru_yolo.doctree b/v0.14.1/.doctrees/api_doc/detect/booru_yolo.doctree index 2ad7e2e996278f329c9d633d27b6acdd29541e0c..23fd5ac302d2399610ae9155c859c56d8fafc4ac 100644 Binary files a/v0.14.1/.doctrees/api_doc/detect/booru_yolo.doctree and b/v0.14.1/.doctrees/api_doc/detect/booru_yolo.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/detect/censor.doctree b/v0.14.1/.doctrees/api_doc/detect/censor.doctree index fa557317e6502bad4ac286d28f5a3ab4f0db8d5b..0353b3813a42ac59dc99a0e7ee84d562ec3e85d3 100644 Binary files a/v0.14.1/.doctrees/api_doc/detect/censor.doctree and b/v0.14.1/.doctrees/api_doc/detect/censor.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/detect/eye.doctree b/v0.14.1/.doctrees/api_doc/detect/eye.doctree index bbecb42537fcbd92c0fdcba7850bea9c5d383f07..60b099715880fefda5fdcc499befc099df865659 100644 Binary files a/v0.14.1/.doctrees/api_doc/detect/eye.doctree and b/v0.14.1/.doctrees/api_doc/detect/eye.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/detect/face.doctree b/v0.14.1/.doctrees/api_doc/detect/face.doctree index 344c5a7e2588330039f49755a7f004828b78f1c0..5c28b7cc17926de7068c72d486ee1acf33a29b07 100644 Binary files a/v0.14.1/.doctrees/api_doc/detect/face.doctree and b/v0.14.1/.doctrees/api_doc/detect/face.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/detect/halfbody.doctree b/v0.14.1/.doctrees/api_doc/detect/halfbody.doctree index 8aa9cec4df86fb921b3de8eddfe325a09ed0e432..413e5cc61b98b158abaf3b9d9bb141304bdfbf81 100644 Binary files a/v0.14.1/.doctrees/api_doc/detect/halfbody.doctree and b/v0.14.1/.doctrees/api_doc/detect/halfbody.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/detect/hand.doctree b/v0.14.1/.doctrees/api_doc/detect/hand.doctree index dacd6fb1718ba9bbe00a213f61421193abafd770..c05510ddc67f0dc380eb8d22d2179c492278f9c2 100644 Binary files a/v0.14.1/.doctrees/api_doc/detect/hand.doctree and b/v0.14.1/.doctrees/api_doc/detect/hand.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/detect/head.doctree b/v0.14.1/.doctrees/api_doc/detect/head.doctree index b754b94972f61163a7b9be2a75287ff64017c8d9..b1e3177cb72df3edf3cb122311e6b8b822d5477b 100644 Binary files a/v0.14.1/.doctrees/api_doc/detect/head.doctree and b/v0.14.1/.doctrees/api_doc/detect/head.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/detect/index.doctree b/v0.14.1/.doctrees/api_doc/detect/index.doctree index 56e4dde85d7636d2fa7eb285bdfc538423b30c39..62f05093dbcc9e8736d7bd7232f7248f5dedd054 100644 Binary files a/v0.14.1/.doctrees/api_doc/detect/index.doctree and b/v0.14.1/.doctrees/api_doc/detect/index.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/detect/nudenet.doctree b/v0.14.1/.doctrees/api_doc/detect/nudenet.doctree index 06b95fd663f9488968cd3fd20ae31d78190d9c01..145ec15598050462c7ea639b038f2899d361f813 100644 Binary files a/v0.14.1/.doctrees/api_doc/detect/nudenet.doctree and b/v0.14.1/.doctrees/api_doc/detect/nudenet.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/detect/person.doctree b/v0.14.1/.doctrees/api_doc/detect/person.doctree index 4b68b88a58a095c9e6b4db9d39c8d01b7c97a90e..cac68f3baa02474ac05b5c838373c0c278673d38 100644 Binary files a/v0.14.1/.doctrees/api_doc/detect/person.doctree and b/v0.14.1/.doctrees/api_doc/detect/person.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/detect/similarity.doctree b/v0.14.1/.doctrees/api_doc/detect/similarity.doctree index 7bb765649d68518470e701e8f94b55f68f011116..93bfd5ecdcdeedbe07d814ef8c3333468d29e7a6 100644 Binary files a/v0.14.1/.doctrees/api_doc/detect/similarity.doctree and b/v0.14.1/.doctrees/api_doc/detect/similarity.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/detect/text.doctree b/v0.14.1/.doctrees/api_doc/detect/text.doctree index d3d3c5a0210406b84b18dacc67bb5579931e29dd..8a77c0b796625710d5d9ed987fd9cc5e9c97c7b9 100644 Binary files a/v0.14.1/.doctrees/api_doc/detect/text.doctree and b/v0.14.1/.doctrees/api_doc/detect/text.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/detect/visual.doctree b/v0.14.1/.doctrees/api_doc/detect/visual.doctree index 98de4bbca2e5d37f3d64b2554208312e582890ac..35278ee2c626ed0b6b12cd87a208688edcbe945f 100644 Binary files a/v0.14.1/.doctrees/api_doc/detect/visual.doctree and b/v0.14.1/.doctrees/api_doc/detect/visual.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/edge/canny.doctree b/v0.14.1/.doctrees/api_doc/edge/canny.doctree index 4a188a0d805be6ef07be418b8582b7d512a3ead1..8a5d8d39ce8bf92fbd6f333434202cff3b1e59c2 100644 Binary files a/v0.14.1/.doctrees/api_doc/edge/canny.doctree and b/v0.14.1/.doctrees/api_doc/edge/canny.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/edge/index.doctree b/v0.14.1/.doctrees/api_doc/edge/index.doctree index 5887418e9aa065be25437e9279665722e524f1f4..038cb3a7e5f8bb9be3227290b64c9a035601e9f8 100644 Binary files a/v0.14.1/.doctrees/api_doc/edge/index.doctree and b/v0.14.1/.doctrees/api_doc/edge/index.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/edge/lineart.doctree b/v0.14.1/.doctrees/api_doc/edge/lineart.doctree index 825e785e7c9f9b964d1c270d11ffc79eb92ab408..7a9df3556243785331e8b8240914d0c65f7b4cc5 100644 Binary files a/v0.14.1/.doctrees/api_doc/edge/lineart.doctree and b/v0.14.1/.doctrees/api_doc/edge/lineart.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/edge/lineart_anime.doctree b/v0.14.1/.doctrees/api_doc/edge/lineart_anime.doctree index e3c4d3171864b4c19970c83d8a99739acd8da6f6..56c32c4b18432ea0ae00c9dd3d315e742becc83e 100644 Binary files a/v0.14.1/.doctrees/api_doc/edge/lineart_anime.doctree and b/v0.14.1/.doctrees/api_doc/edge/lineart_anime.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/generic/classify.doctree b/v0.14.1/.doctrees/api_doc/generic/classify.doctree index 4b3969e5dd897029fb811dd0b6c681592f5c4e55..9e400ccd54ace46148a814cb47718bf611fd51f3 100644 Binary files a/v0.14.1/.doctrees/api_doc/generic/classify.doctree and b/v0.14.1/.doctrees/api_doc/generic/classify.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/generic/clip.doctree b/v0.14.1/.doctrees/api_doc/generic/clip.doctree index 7e5ca47ee926391731d4a0661943ac76539f376f..8580cee6c5432a1ea61b68d603ab7b3ab1a88012 100644 Binary files a/v0.14.1/.doctrees/api_doc/generic/clip.doctree and b/v0.14.1/.doctrees/api_doc/generic/clip.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/generic/enhance.doctree b/v0.14.1/.doctrees/api_doc/generic/enhance.doctree index 0eac055dcc3a85ce6fbf37c52b028ec41b118586..15d09f8b51d07da1cd220a2c35527931c309d5c4 100644 Binary files a/v0.14.1/.doctrees/api_doc/generic/enhance.doctree and b/v0.14.1/.doctrees/api_doc/generic/enhance.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/generic/index.doctree b/v0.14.1/.doctrees/api_doc/generic/index.doctree index 91789c4a0da7b3f07328201c343fb27cac9090ba..8e0078f6de730abddaff0fc5b680cf2c2f879f61 100644 Binary files a/v0.14.1/.doctrees/api_doc/generic/index.doctree and b/v0.14.1/.doctrees/api_doc/generic/index.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/generic/siglip.doctree b/v0.14.1/.doctrees/api_doc/generic/siglip.doctree index 2ca03865bb8f18c2871c88e02896c0312a117929..266c229e03dc4ca2807c7ea79dad6f48526cf216 100644 Binary files a/v0.14.1/.doctrees/api_doc/generic/siglip.doctree and b/v0.14.1/.doctrees/api_doc/generic/siglip.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/generic/yolo.doctree b/v0.14.1/.doctrees/api_doc/generic/yolo.doctree index e00446f78cfdfbd9f35aea77e6a69fbfedfccc89..240e1e617d38c619879bcf994c169a393ed2bb38 100644 Binary files a/v0.14.1/.doctrees/api_doc/generic/yolo.doctree and b/v0.14.1/.doctrees/api_doc/generic/yolo.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/metadata/geninfo.doctree b/v0.14.1/.doctrees/api_doc/metadata/geninfo.doctree index 4906cdaab817b5c928ecf03b1fbe5631440069b5..e263ff2ce69949e206b0a849eb80176652b12092 100644 Binary files a/v0.14.1/.doctrees/api_doc/metadata/geninfo.doctree and b/v0.14.1/.doctrees/api_doc/metadata/geninfo.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/metadata/index.doctree b/v0.14.1/.doctrees/api_doc/metadata/index.doctree index 1b60b365a48406646dc39b4a33d7cc59835abcc0..349839ed1a7ff3a9368f13a2181bc1d6d9d43c64 100644 Binary files a/v0.14.1/.doctrees/api_doc/metadata/index.doctree and b/v0.14.1/.doctrees/api_doc/metadata/index.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/metadata/lsb.doctree b/v0.14.1/.doctrees/api_doc/metadata/lsb.doctree index 9c8f28e27eb731da91d3ebe54e5cf7d3f1ced5a9..5cf54506c7ea2b984117e0087bf0c7ae45886ae7 100644 Binary files a/v0.14.1/.doctrees/api_doc/metadata/lsb.doctree and b/v0.14.1/.doctrees/api_doc/metadata/lsb.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/metrics/aesthetic.doctree b/v0.14.1/.doctrees/api_doc/metrics/aesthetic.doctree index 858cc042076adadc78ded1e8733e5bc5b637edba..b5063bb018882970fd053fe9267ffd63ee2f64cc 100644 Binary files a/v0.14.1/.doctrees/api_doc/metrics/aesthetic.doctree and b/v0.14.1/.doctrees/api_doc/metrics/aesthetic.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/metrics/ccip.doctree b/v0.14.1/.doctrees/api_doc/metrics/ccip.doctree index 99ca855171d01211cad2668ea7fe6e3607a5eae5..1bf394068e27f4b5e64eeeff5a47a315b461aeef 100644 Binary files a/v0.14.1/.doctrees/api_doc/metrics/ccip.doctree and b/v0.14.1/.doctrees/api_doc/metrics/ccip.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/metrics/dbaesthetic.doctree b/v0.14.1/.doctrees/api_doc/metrics/dbaesthetic.doctree index dec57982183d3a1e8600d08b111b9ca945451e9d..a74c57483a328ac0369ef07e327259cf2ae8579e 100644 Binary files a/v0.14.1/.doctrees/api_doc/metrics/dbaesthetic.doctree and b/v0.14.1/.doctrees/api_doc/metrics/dbaesthetic.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/metrics/index.doctree b/v0.14.1/.doctrees/api_doc/metrics/index.doctree index cbffd3c4c81fd131ecdad3f6024867e27a58f509..602d731c8fd29401f5c99dc1d1f3a2ed30f34e61 100644 Binary files a/v0.14.1/.doctrees/api_doc/metrics/index.doctree and b/v0.14.1/.doctrees/api_doc/metrics/index.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/metrics/laplacian.doctree b/v0.14.1/.doctrees/api_doc/metrics/laplacian.doctree index 5e78697eb2a04954c5809e373db19865ad9c283a..2960e0518e8272bbf1a7493cacbcf60164f5b8d5 100644 Binary files a/v0.14.1/.doctrees/api_doc/metrics/laplacian.doctree and b/v0.14.1/.doctrees/api_doc/metrics/laplacian.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/metrics/lpips.doctree b/v0.14.1/.doctrees/api_doc/metrics/lpips.doctree index ef961c2d09afe5ad327ca4dd4c4016ee231f7be0..b34dfbbdc1dc2fd261baf82517a3b000741cb57a 100644 Binary files a/v0.14.1/.doctrees/api_doc/metrics/lpips.doctree and b/v0.14.1/.doctrees/api_doc/metrics/lpips.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/metrics/psnr_.doctree b/v0.14.1/.doctrees/api_doc/metrics/psnr_.doctree index 5b48f69d7cde101d1102db345bb7c1ed04458343..2c50a151ee3ea457d4aad5a79c9dd1ecb6e46303 100644 Binary files a/v0.14.1/.doctrees/api_doc/metrics/psnr_.doctree and b/v0.14.1/.doctrees/api_doc/metrics/psnr_.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/ocr/index.doctree b/v0.14.1/.doctrees/api_doc/ocr/index.doctree index 56c0ce00a7565f4a8a44f8263073837346d0256c..097a17ab837e055e5faca8f465ffefe768b00413 100644 Binary files a/v0.14.1/.doctrees/api_doc/ocr/index.doctree and b/v0.14.1/.doctrees/api_doc/ocr/index.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/operate/align.doctree b/v0.14.1/.doctrees/api_doc/operate/align.doctree index b6a707eeb4b3c0f7dba581b6b31ce8f2ed14e300..40ebd3d3bb57296f71feaf41df9f7afb63003f47 100644 Binary files a/v0.14.1/.doctrees/api_doc/operate/align.doctree and b/v0.14.1/.doctrees/api_doc/operate/align.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/operate/censor.doctree b/v0.14.1/.doctrees/api_doc/operate/censor.doctree index b9ded1ba8adf985ea8e988b636b5ada820113906..a73f850a2dd84fb29f19684889f7a585a270a3a8 100644 Binary files a/v0.14.1/.doctrees/api_doc/operate/censor.doctree and b/v0.14.1/.doctrees/api_doc/operate/censor.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/operate/imgcensor.doctree b/v0.14.1/.doctrees/api_doc/operate/imgcensor.doctree index 7aea6f58c52fdb00afea0e40ef8cab01cbd04e28..a3e3ef62204d573b7a3ea48c84330797152cbe6b 100644 Binary files a/v0.14.1/.doctrees/api_doc/operate/imgcensor.doctree and b/v0.14.1/.doctrees/api_doc/operate/imgcensor.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/operate/index.doctree b/v0.14.1/.doctrees/api_doc/operate/index.doctree index c2a66a8b026e5adc96a3fb905082b4c2085364b5..de2483ac5eb6153e9ba5d089f07fd9abc67ce5fc 100644 Binary files a/v0.14.1/.doctrees/api_doc/operate/index.doctree and b/v0.14.1/.doctrees/api_doc/operate/index.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/operate/squeeze.doctree b/v0.14.1/.doctrees/api_doc/operate/squeeze.doctree index 7767a7637cc424c79db0e62d9195140bc90b66d0..b01ef7a7871b4abf70ddb8e70c2e9b2f10c48d0e 100644 Binary files a/v0.14.1/.doctrees/api_doc/operate/squeeze.doctree and b/v0.14.1/.doctrees/api_doc/operate/squeeze.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/pose/dwpose.doctree b/v0.14.1/.doctrees/api_doc/pose/dwpose.doctree index 4ea987846e4e6fb1cbf203eddc5a79d2bf9fd473..d497ad39ed51434f0e434fef389a8bba1f438685 100644 Binary files a/v0.14.1/.doctrees/api_doc/pose/dwpose.doctree and b/v0.14.1/.doctrees/api_doc/pose/dwpose.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/pose/format.doctree b/v0.14.1/.doctrees/api_doc/pose/format.doctree index b0d6228d5a6921900e662b13a59f1e708105f0b4..721a5d6a40764d51b5ea3bf18a7a14c7917393bd 100644 Binary files a/v0.14.1/.doctrees/api_doc/pose/format.doctree and b/v0.14.1/.doctrees/api_doc/pose/format.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/pose/index.doctree b/v0.14.1/.doctrees/api_doc/pose/index.doctree index c73ae65bc69f61085bedead09e739a7560655450..24d00078b00b7d135e69deb95dc6b79ef35c6651 100644 Binary files a/v0.14.1/.doctrees/api_doc/pose/index.doctree and b/v0.14.1/.doctrees/api_doc/pose/index.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/pose/visual.doctree b/v0.14.1/.doctrees/api_doc/pose/visual.doctree index 2275661058fc13fa84f08f6d0fc1afab0ef83666..04a371da5cf48f02ae3928d26fe63c84f3adb240 100644 Binary files a/v0.14.1/.doctrees/api_doc/pose/visual.doctree and b/v0.14.1/.doctrees/api_doc/pose/visual.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/preprocess/base.doctree b/v0.14.1/.doctrees/api_doc/preprocess/base.doctree index 6fc2b329b4becfcbbad22fdb5b98195e4dd3f87c..4c439708e186eaedf3ad7c192fa4019870726f25 100644 Binary files a/v0.14.1/.doctrees/api_doc/preprocess/base.doctree and b/v0.14.1/.doctrees/api_doc/preprocess/base.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/preprocess/index.doctree b/v0.14.1/.doctrees/api_doc/preprocess/index.doctree index 09556495468d019c0c82845213943a33df04b1dc..21919356608d57ac06ff0c61ded94f5bda061db0 100644 Binary files a/v0.14.1/.doctrees/api_doc/preprocess/index.doctree and b/v0.14.1/.doctrees/api_doc/preprocess/index.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/preprocess/pillow.doctree b/v0.14.1/.doctrees/api_doc/preprocess/pillow.doctree index 0949cd85b4e5c9b32e206e68c93f1a10bdfd25b2..9de6050d93c3f91e002b515f48b435bc41827b52 100644 Binary files a/v0.14.1/.doctrees/api_doc/preprocess/pillow.doctree and b/v0.14.1/.doctrees/api_doc/preprocess/pillow.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/preprocess/torchvision.doctree b/v0.14.1/.doctrees/api_doc/preprocess/torchvision.doctree index eabaec6eac6e80253247600879dfd6ee4b6d9cc3..0df7fdbabcae282d630732dbb25895db0dafb38c 100644 Binary files a/v0.14.1/.doctrees/api_doc/preprocess/torchvision.doctree and b/v0.14.1/.doctrees/api_doc/preprocess/torchvision.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/preprocess/transformers.doctree b/v0.14.1/.doctrees/api_doc/preprocess/transformers.doctree index eec2964571e50ccf695bd89d3823df82d7b350f7..1453e0952efb8865f308827c941938da4e9a7134 100644 Binary files a/v0.14.1/.doctrees/api_doc/preprocess/transformers.doctree and b/v0.14.1/.doctrees/api_doc/preprocess/transformers.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/resource/background.doctree b/v0.14.1/.doctrees/api_doc/resource/background.doctree index 3081b99c2c038de2575bdcd381d110375aef7002..4c4ca269146a5a0d1154bb88454296471e4fb395 100644 Binary files a/v0.14.1/.doctrees/api_doc/resource/background.doctree and b/v0.14.1/.doctrees/api_doc/resource/background.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/resource/index.doctree b/v0.14.1/.doctrees/api_doc/resource/index.doctree index a3ce060d39fa3253e6cfebffa2556982e707f78a..8d77c2669b557b478cc9802e6e3af68a1977a8d4 100644 Binary files a/v0.14.1/.doctrees/api_doc/resource/index.doctree and b/v0.14.1/.doctrees/api_doc/resource/index.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/restore/adversarial.doctree b/v0.14.1/.doctrees/api_doc/restore/adversarial.doctree index 608ecdca6e003d9ed8e0159a806a42923c9824fd..8d98bee55e3c388524b1a291f8755fda8e21f71a 100644 Binary files a/v0.14.1/.doctrees/api_doc/restore/adversarial.doctree and b/v0.14.1/.doctrees/api_doc/restore/adversarial.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/restore/index.doctree b/v0.14.1/.doctrees/api_doc/restore/index.doctree index cf87fb0b40e7185a4c9cedf5a12ff11c790c5fa9..52a6bba7ac30f09aadcc3c4be8c729581e24498c 100644 Binary files a/v0.14.1/.doctrees/api_doc/restore/index.doctree and b/v0.14.1/.doctrees/api_doc/restore/index.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/restore/nafnet.doctree b/v0.14.1/.doctrees/api_doc/restore/nafnet.doctree index 118cbf0f94b3d59eaeb7bbb0f7bee663d6c80d6e..5c39108da58ff2eaf5dbcfc305249771641a7624 100644 Binary files a/v0.14.1/.doctrees/api_doc/restore/nafnet.doctree and b/v0.14.1/.doctrees/api_doc/restore/nafnet.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/restore/scunet.doctree b/v0.14.1/.doctrees/api_doc/restore/scunet.doctree index 90bfc95632236c7bd9f8cc29f526fe7ee5495c3f..44d3b6464fef66ed257912c81e42c5d6319a21d8 100644 Binary files a/v0.14.1/.doctrees/api_doc/restore/scunet.doctree and b/v0.14.1/.doctrees/api_doc/restore/scunet.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/sd/index.doctree b/v0.14.1/.doctrees/api_doc/sd/index.doctree index 4099b9d9bd4c82b25fa330cb08ef7e09d9bcb62e..0b20ba20716d881fea06b922e4dc3a6e81be84cf 100644 Binary files a/v0.14.1/.doctrees/api_doc/sd/index.doctree and b/v0.14.1/.doctrees/api_doc/sd/index.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/sd/metadata.doctree b/v0.14.1/.doctrees/api_doc/sd/metadata.doctree index 80768ba3eb890626b3ed3a5bef731e65d4c5daf2..3c07b45b91f955910ba929da2f3206f81402acf0 100644 Binary files a/v0.14.1/.doctrees/api_doc/sd/metadata.doctree and b/v0.14.1/.doctrees/api_doc/sd/metadata.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/sd/model.doctree b/v0.14.1/.doctrees/api_doc/sd/model.doctree index 5ca379c7ba1992e0301516573acf01a10bb6bd6b..ce239bbd810700d6eafdbba6f9817af2e028a001 100644 Binary files a/v0.14.1/.doctrees/api_doc/sd/model.doctree and b/v0.14.1/.doctrees/api_doc/sd/model.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/sd/nai.doctree b/v0.14.1/.doctrees/api_doc/sd/nai.doctree index 157a9f979fdb768b98a1ff36a0463ac239d23cbe..aa44b1a4f39c348f13064c33057c322d5deb1dc7 100644 Binary files a/v0.14.1/.doctrees/api_doc/sd/nai.doctree and b/v0.14.1/.doctrees/api_doc/sd/nai.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/segment/index.doctree b/v0.14.1/.doctrees/api_doc/segment/index.doctree index 8c8ff278d2b019e73a65b1824e806e1140fd4fd9..b636a7235efdce7862ef9142b2f109c1c966e847 100644 Binary files a/v0.14.1/.doctrees/api_doc/segment/index.doctree and b/v0.14.1/.doctrees/api_doc/segment/index.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/segment/isnetis.doctree b/v0.14.1/.doctrees/api_doc/segment/isnetis.doctree index b6611c1652e74c9ea80dc086a9a1e4ba9de12e7e..6a5a46dd6cd4dc575dbf357864ddc1b7acaf1f9a 100644 Binary files a/v0.14.1/.doctrees/api_doc/segment/isnetis.doctree and b/v0.14.1/.doctrees/api_doc/segment/isnetis.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/tagging/blacklist.doctree b/v0.14.1/.doctrees/api_doc/tagging/blacklist.doctree index 7e8000b5ab89f079762a0914072a212fffd23148..d5c9b5415727f29794d2e4abd489e6ccccce3d98 100644 Binary files a/v0.14.1/.doctrees/api_doc/tagging/blacklist.doctree and b/v0.14.1/.doctrees/api_doc/tagging/blacklist.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/tagging/character.doctree b/v0.14.1/.doctrees/api_doc/tagging/character.doctree index 1560cb31b172de7f6444cbc47b3fe9e95fca8731..b080cab34202d8dc5bb8a2b6d76584772c58fca5 100644 Binary files a/v0.14.1/.doctrees/api_doc/tagging/character.doctree and b/v0.14.1/.doctrees/api_doc/tagging/character.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/tagging/deepdanbooru.doctree b/v0.14.1/.doctrees/api_doc/tagging/deepdanbooru.doctree index df235bc5ba0ad79938a344abeb1db123c03ebf24..45cf022388ae6b7db609843d72812332cec002ed 100644 Binary files a/v0.14.1/.doctrees/api_doc/tagging/deepdanbooru.doctree and b/v0.14.1/.doctrees/api_doc/tagging/deepdanbooru.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/tagging/deepgelbooru.doctree b/v0.14.1/.doctrees/api_doc/tagging/deepgelbooru.doctree index 9508e87f70c28879070353bd28dac5a7fedb65d7..7c32b2bc09d13c66cd663d816930ebf76d87786e 100644 Binary files a/v0.14.1/.doctrees/api_doc/tagging/deepgelbooru.doctree and b/v0.14.1/.doctrees/api_doc/tagging/deepgelbooru.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/tagging/format.doctree b/v0.14.1/.doctrees/api_doc/tagging/format.doctree index 3bec289c51ce8c8f4f210ec7e0abde28f5dd53f1..d13f911bdfa0c1134fc5c289ff94d95bdcdc3eaf 100644 Binary files a/v0.14.1/.doctrees/api_doc/tagging/format.doctree and b/v0.14.1/.doctrees/api_doc/tagging/format.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/tagging/index.doctree b/v0.14.1/.doctrees/api_doc/tagging/index.doctree index 2cc8bef49d7bd74cb5da6a499d999bb1b4340a5c..7a8c5781d332e23c198d83c597cbe0959b8f6f72 100644 Binary files a/v0.14.1/.doctrees/api_doc/tagging/index.doctree and b/v0.14.1/.doctrees/api_doc/tagging/index.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/tagging/match.doctree b/v0.14.1/.doctrees/api_doc/tagging/match.doctree index b06790c069732b7bc919a291795e61434aa29460..192c694fb3560accb6ce130aebe7e489edf52537 100644 Binary files a/v0.14.1/.doctrees/api_doc/tagging/match.doctree and b/v0.14.1/.doctrees/api_doc/tagging/match.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/tagging/mldanbooru.doctree b/v0.14.1/.doctrees/api_doc/tagging/mldanbooru.doctree index d51c2cbceded913bbbec4b27b45d1fdcd7766423..eb1264538faf80eb914b2260f54b38c9dfbe9ea8 100644 Binary files a/v0.14.1/.doctrees/api_doc/tagging/mldanbooru.doctree and b/v0.14.1/.doctrees/api_doc/tagging/mldanbooru.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/tagging/order.doctree b/v0.14.1/.doctrees/api_doc/tagging/order.doctree index a657982a2fbaa487cbb774f5f6d7dcd6132402a0..e8f637a40ea4066ebbadf4da50743d4ddef8dbb9 100644 Binary files a/v0.14.1/.doctrees/api_doc/tagging/order.doctree and b/v0.14.1/.doctrees/api_doc/tagging/order.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/tagging/overlap.doctree b/v0.14.1/.doctrees/api_doc/tagging/overlap.doctree index 5d7297049371acbca002c7573b7f4c9f7213194d..18c9dc144318bb51c5be6bc1078e4385440dd464 100644 Binary files a/v0.14.1/.doctrees/api_doc/tagging/overlap.doctree and b/v0.14.1/.doctrees/api_doc/tagging/overlap.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/tagging/wd14.doctree b/v0.14.1/.doctrees/api_doc/tagging/wd14.doctree index 3c88217309c0a1fc7765b844f30d84b7ac0a0b63..ec8b1fe268629e4ba15388bd4f67d7186800875a 100644 Binary files a/v0.14.1/.doctrees/api_doc/tagging/wd14.doctree and b/v0.14.1/.doctrees/api_doc/tagging/wd14.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/upscale/cdc.doctree b/v0.14.1/.doctrees/api_doc/upscale/cdc.doctree index 9d9bfd863e4cd773d286eadcb68fb62ba3f7d2a6..ec2297ea2f869f80fc3bf13fd58c5ebf09663076 100644 Binary files a/v0.14.1/.doctrees/api_doc/upscale/cdc.doctree and b/v0.14.1/.doctrees/api_doc/upscale/cdc.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/upscale/index.doctree b/v0.14.1/.doctrees/api_doc/upscale/index.doctree index 79d73409f2a5b79e0c596cbe0a67745cc31b9fe3..2651b22b7543c6e2641e73f2e3cb62a2ff55e0f6 100644 Binary files a/v0.14.1/.doctrees/api_doc/upscale/index.doctree and b/v0.14.1/.doctrees/api_doc/upscale/index.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/utils/cache.doctree b/v0.14.1/.doctrees/api_doc/utils/cache.doctree index 230bd23f27bee66252ce3dad2544bb0b536cd292..5a4f00f6dc113da315fb99a0b14653fb4ceadfd4 100644 Binary files a/v0.14.1/.doctrees/api_doc/utils/cache.doctree and b/v0.14.1/.doctrees/api_doc/utils/cache.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/utils/func.doctree b/v0.14.1/.doctrees/api_doc/utils/func.doctree index 3e7820bb88f39b0404808e07a0b372b27fe02ed5..c5bc85b944fcecc42c95549548aabe0c127914bf 100644 Binary files a/v0.14.1/.doctrees/api_doc/utils/func.doctree and b/v0.14.1/.doctrees/api_doc/utils/func.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/utils/index.doctree b/v0.14.1/.doctrees/api_doc/utils/index.doctree index 5aef546b4c05708fd42c5137a0e4f10be3e3f853..b10b16aabc68eea24e59e79bbf0e426d99da0348 100644 Binary files a/v0.14.1/.doctrees/api_doc/utils/index.doctree and b/v0.14.1/.doctrees/api_doc/utils/index.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/utils/onnxruntime.doctree b/v0.14.1/.doctrees/api_doc/utils/onnxruntime.doctree index c99d1586f7e19e9016e968d6b29b942f7c27fd71..4bf96e7292def8eb6544c2fa14e90725add86ec8 100644 Binary files a/v0.14.1/.doctrees/api_doc/utils/onnxruntime.doctree and b/v0.14.1/.doctrees/api_doc/utils/onnxruntime.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/validate/aicheck.doctree b/v0.14.1/.doctrees/api_doc/validate/aicheck.doctree index 0dd175c7e98e5cbd1886b1ec8abf3727cf5cbbd0..7707b86b98ddc5dbcdffad22ba69196c0d41807c 100644 Binary files a/v0.14.1/.doctrees/api_doc/validate/aicheck.doctree and b/v0.14.1/.doctrees/api_doc/validate/aicheck.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/validate/bangumi_char.doctree b/v0.14.1/.doctrees/api_doc/validate/bangumi_char.doctree index 46791e83e3be6b5130cd8fd801204a7e22e675da..68fe2b55d83bce378b11078dfaeb551dbc8aeb5d 100644 Binary files a/v0.14.1/.doctrees/api_doc/validate/bangumi_char.doctree and b/v0.14.1/.doctrees/api_doc/validate/bangumi_char.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/validate/classify.doctree b/v0.14.1/.doctrees/api_doc/validate/classify.doctree index b66ce496d199500109213356eeb372ebbd122dac..db2f2aaa47e3e34e0cc7629c30eb847bb4137412 100644 Binary files a/v0.14.1/.doctrees/api_doc/validate/classify.doctree and b/v0.14.1/.doctrees/api_doc/validate/classify.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/validate/color.doctree b/v0.14.1/.doctrees/api_doc/validate/color.doctree index 5e6250cd47841161005a93724e7f32347147be08..dc4d71211f71cc8dbcccae494cb44385a139382c 100644 Binary files a/v0.14.1/.doctrees/api_doc/validate/color.doctree and b/v0.14.1/.doctrees/api_doc/validate/color.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/validate/completeness.doctree b/v0.14.1/.doctrees/api_doc/validate/completeness.doctree index d75f56fb72b3a0b8562c2ab3faf600c04df51855..bb3f047e4670f78ca6f12f9bad4e7f4222becb3a 100644 Binary files a/v0.14.1/.doctrees/api_doc/validate/completeness.doctree and b/v0.14.1/.doctrees/api_doc/validate/completeness.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/validate/dbrating.doctree b/v0.14.1/.doctrees/api_doc/validate/dbrating.doctree index 96cabca4bc2ff4ae7f843a9466b3cbe40b71f169..49046ad8e2082c76989ed76b04de70ee65749fcd 100644 Binary files a/v0.14.1/.doctrees/api_doc/validate/dbrating.doctree and b/v0.14.1/.doctrees/api_doc/validate/dbrating.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/validate/furry.doctree b/v0.14.1/.doctrees/api_doc/validate/furry.doctree index 66c787e1aaada305962d1fc216dc507f986dda68..8c623e3398b8afa6a04c3d08057bf164b590e229 100644 Binary files a/v0.14.1/.doctrees/api_doc/validate/furry.doctree and b/v0.14.1/.doctrees/api_doc/validate/furry.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/validate/index.doctree b/v0.14.1/.doctrees/api_doc/validate/index.doctree index b5dc13a58bbff551debc5511596f536aeb972747..6b375037eec4ee25c2d04efc06adaaae30cc7918 100644 Binary files a/v0.14.1/.doctrees/api_doc/validate/index.doctree and b/v0.14.1/.doctrees/api_doc/validate/index.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/validate/monochrome.doctree b/v0.14.1/.doctrees/api_doc/validate/monochrome.doctree index ede9d47564b43d0cb09b4d8d1f8384d21f711d4b..31f15b4297af980d2c11f3149c6f5730113f6129 100644 Binary files a/v0.14.1/.doctrees/api_doc/validate/monochrome.doctree and b/v0.14.1/.doctrees/api_doc/validate/monochrome.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/validate/nsfw.doctree b/v0.14.1/.doctrees/api_doc/validate/nsfw.doctree index ef62a9c0a1fb22f709735c6e8a284aa58e3d54a6..408400e8093e1c9e46c11f48e5b1b1e17f2e2664 100644 Binary files a/v0.14.1/.doctrees/api_doc/validate/nsfw.doctree and b/v0.14.1/.doctrees/api_doc/validate/nsfw.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/validate/portrait.doctree b/v0.14.1/.doctrees/api_doc/validate/portrait.doctree index 992e42e369778563e6d607cc9dde4bc42910c9b6..845942c2f7a2f18d406087927328e3ac8646bfa2 100644 Binary files a/v0.14.1/.doctrees/api_doc/validate/portrait.doctree and b/v0.14.1/.doctrees/api_doc/validate/portrait.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/validate/rating.doctree b/v0.14.1/.doctrees/api_doc/validate/rating.doctree index 448dad780c4d350da165cf2ee1686cbb1f4fef4f..ae6fa28a6475f12ebc0c0852494a6fe69e1452ac 100644 Binary files a/v0.14.1/.doctrees/api_doc/validate/rating.doctree and b/v0.14.1/.doctrees/api_doc/validate/rating.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/validate/real.doctree b/v0.14.1/.doctrees/api_doc/validate/real.doctree index f562a6ee7d14e3a692b166f6b4a581b3ec5866d7..c75fc2c3ee6d7843f479b40610d3566170fbdaf9 100644 Binary files a/v0.14.1/.doctrees/api_doc/validate/real.doctree and b/v0.14.1/.doctrees/api_doc/validate/real.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/validate/safe.doctree b/v0.14.1/.doctrees/api_doc/validate/safe.doctree index cb81da3139f8745ef8534644afec0c0e4fd81b05..21ff92e8b2f813e878ed836ce0c489a25187ed67 100644 Binary files a/v0.14.1/.doctrees/api_doc/validate/safe.doctree and b/v0.14.1/.doctrees/api_doc/validate/safe.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/validate/style_age.doctree b/v0.14.1/.doctrees/api_doc/validate/style_age.doctree index bdb6772f35c8aa492062ee3da78106326c8d0a90..e3b94874f8e853b324d505449bcd9f8de939552a 100644 Binary files a/v0.14.1/.doctrees/api_doc/validate/style_age.doctree and b/v0.14.1/.doctrees/api_doc/validate/style_age.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/validate/teen.doctree b/v0.14.1/.doctrees/api_doc/validate/teen.doctree index d96661958b359545a7acb6181bcc8da33d3cc07e..d4969f629bbd1157bd979e21d871435716d8691e 100644 Binary files a/v0.14.1/.doctrees/api_doc/validate/teen.doctree and b/v0.14.1/.doctrees/api_doc/validate/teen.doctree differ diff --git a/v0.14.1/.doctrees/api_doc/validate/truncate.doctree b/v0.14.1/.doctrees/api_doc/validate/truncate.doctree index 63af177f62c52bf780856d53b8fc4be1e2da1ad3..5ffcd55025cbdaf7de40ca457d770c63c863929b 100644 Binary files a/v0.14.1/.doctrees/api_doc/validate/truncate.doctree and b/v0.14.1/.doctrees/api_doc/validate/truncate.doctree differ diff --git a/v0.14.1/.doctrees/environment.pickle b/v0.14.1/.doctrees/environment.pickle index 6b62ea4c7c4318af62b5ff1d4520be29369819bd..24c99986ded3775f5890bc93876c521d3a3c6e8a 100644 Binary files a/v0.14.1/.doctrees/environment.pickle and b/v0.14.1/.doctrees/environment.pickle differ diff --git a/v0.14.1/.doctrees/index.doctree b/v0.14.1/.doctrees/index.doctree index fc08eceb7c9b52c2a0cdaa00db8c2ef1d45b790d..2e4bfa6d4ab779eff45bbd33374711893b2c8aa3 100644 Binary files a/v0.14.1/.doctrees/index.doctree and b/v0.14.1/.doctrees/index.doctree differ diff --git a/v0.14.1/.doctrees/information/environment.doctree b/v0.14.1/.doctrees/information/environment.doctree index 2436d2d43e714cf205e596909c77c91f3747b567..96f022ebb0e55001eb2086d794fed00358d3e8b9 100644 Binary files a/v0.14.1/.doctrees/information/environment.doctree and b/v0.14.1/.doctrees/information/environment.doctree differ diff --git a/v0.14.1/.doctrees/information/environment.result.doctree b/v0.14.1/.doctrees/information/environment.result.doctree index 7eb00274779647f30def38aa3ef0bb1a2fc9ff14..6d66bc126ec8e1713dcbc42babb536ee4c8c622f 100644 Binary files a/v0.14.1/.doctrees/information/environment.result.doctree and b/v0.14.1/.doctrees/information/environment.result.doctree differ diff --git a/v0.14.1/.doctrees/nbsphinx/information/environment.ipynb b/v0.14.1/.doctrees/nbsphinx/information/environment.ipynb index ba2ba67650f7fdc7ae79ff6eabfc21cfa9d330dd..57c247028c207369dc234143cd7ada4ab6ad2d25 100644 --- a/v0.14.1/.doctrees/nbsphinx/information/environment.ipynb +++ b/v0.14.1/.doctrees/nbsphinx/information/environment.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:12:39.252976Z", - "iopub.status.busy": "2025-03-26T11:12:39.252769Z", - "iopub.status.idle": "2025-03-26T11:12:40.434237Z", - "shell.execute_reply": "2025-03-26T11:12:40.433459Z" + "iopub.execute_input": "2025-03-26T12:57:53.059944Z", + "iopub.status.busy": "2025-03-26T12:57:53.059454Z", + "iopub.status.idle": "2025-03-26T12:57:54.219429Z", + "shell.execute_reply": "2025-03-26T12:57:54.218761Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3094.75625 MHz\n", + "CPU Freq: 3185.848 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/v0.14.1/.doctrees/nbsphinx/information/environment.result.ipynb b/v0.14.1/.doctrees/nbsphinx/information/environment.result.ipynb index e5e78a269ec0d241df9352b0b59126643eae3363..b0e5216011fad77e7ca848f994bb4c76840e763d 100644 --- a/v0.14.1/.doctrees/nbsphinx/information/environment.result.ipynb +++ b/v0.14.1/.doctrees/nbsphinx/information/environment.result.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:09:57.613217Z", - "iopub.status.busy": "2025-03-26T11:09:57.612505Z", - "iopub.status.idle": "2025-03-26T11:09:58.781510Z", - "shell.execute_reply": "2025-03-26T11:09:58.780699Z" + "iopub.execute_input": "2025-03-26T12:55:12.136521Z", + "iopub.status.busy": "2025-03-26T12:55:12.135933Z", + "iopub.status.idle": "2025-03-26T12:55:13.303538Z", + "shell.execute_reply": "2025-03-26T12:55:13.302763Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 2980.3205000000003 MHz\n", + "CPU Freq: 3229.0237500000003 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/v0.14.1/.doctrees/tutorials/installation/index.doctree b/v0.14.1/.doctrees/tutorials/installation/index.doctree index b2e0f3d36bbec6ea09e03bf0f19534f5f101b4e4..82419606cff3f46ad1e4568af6b3978e5d6daf2c 100644 Binary files a/v0.14.1/.doctrees/tutorials/installation/index.doctree and b/v0.14.1/.doctrees/tutorials/installation/index.doctree differ diff --git a/v0.14.1/.doctrees/tutorials/quick_start/index.doctree b/v0.14.1/.doctrees/tutorials/quick_start/index.doctree index d76ec9a301f1f2c9ba52ea17b238281a45fadb2b..1b560125f9843452b8cfb83431f56445e7698af0 100644 Binary files a/v0.14.1/.doctrees/tutorials/quick_start/index.doctree and b/v0.14.1/.doctrees/tutorials/quick_start/index.doctree differ diff --git a/v0.14.1/_sources/information/environment.result.ipynb.txt b/v0.14.1/_sources/information/environment.result.ipynb.txt index e5e78a269ec0d241df9352b0b59126643eae3363..b0e5216011fad77e7ca848f994bb4c76840e763d 100644 --- a/v0.14.1/_sources/information/environment.result.ipynb.txt +++ b/v0.14.1/_sources/information/environment.result.ipynb.txt @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:09:57.613217Z", - "iopub.status.busy": "2025-03-26T11:09:57.612505Z", - "iopub.status.idle": "2025-03-26T11:09:58.781510Z", - "shell.execute_reply": "2025-03-26T11:09:58.780699Z" + "iopub.execute_input": "2025-03-26T12:55:12.136521Z", + "iopub.status.busy": "2025-03-26T12:55:12.135933Z", + "iopub.status.idle": "2025-03-26T12:55:13.303538Z", + "shell.execute_reply": "2025-03-26T12:55:13.302763Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 2980.3205000000003 MHz\n", + "CPU Freq: 3229.0237500000003 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/v0.14.1/information/environment.html b/v0.14.1/information/environment.html index 11b5b59a22300ced57c805d7ddd02d3c8a616baf..816520c64186e993e01b30bcb983cd6da7538671 100644 --- a/v0.14.1/information/environment.html +++ b/v0.14.1/information/environment.html @@ -139,7 +139,7 @@ OS: Linux-6.8.0-1021-azure-x86_64-with-glibc2.34 Python: CPython 3.8.18 CPU Brand: AMD EPYC 7763 64-Core Processor CPU Count: 4 -CPU Freq: 3094.75625 MHz +CPU Freq: 3185.848 MHz Memory Size: 15.615 GiB Has CUDA: No diff --git a/v0.14.1/information/environment.ipynb b/v0.14.1/information/environment.ipynb index ba2ba67650f7fdc7ae79ff6eabfc21cfa9d330dd..57c247028c207369dc234143cd7ada4ab6ad2d25 100644 --- a/v0.14.1/information/environment.ipynb +++ b/v0.14.1/information/environment.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:12:39.252976Z", - "iopub.status.busy": "2025-03-26T11:12:39.252769Z", - "iopub.status.idle": "2025-03-26T11:12:40.434237Z", - "shell.execute_reply": "2025-03-26T11:12:40.433459Z" + "iopub.execute_input": "2025-03-26T12:57:53.059944Z", + "iopub.status.busy": "2025-03-26T12:57:53.059454Z", + "iopub.status.idle": "2025-03-26T12:57:54.219429Z", + "shell.execute_reply": "2025-03-26T12:57:54.218761Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3094.75625 MHz\n", + "CPU Freq: 3185.848 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/v0.14.1/information/environment.result.html b/v0.14.1/information/environment.result.html index 8ee5e53816974de0d95c03f8c3503ebe15494cd3..4adad7913301e5e19ad6e75139a59616bbc43dd5 100644 --- a/v0.14.1/information/environment.result.html +++ b/v0.14.1/information/environment.result.html @@ -141,7 +141,7 @@ OS: Linux-6.8.0-1021-azure-x86_64-with-glibc2.34 Python: CPython 3.8.18 CPU Brand: AMD EPYC 7763 64-Core Processor CPU Count: 4 -CPU Freq: 2980.3205000000003 MHz +CPU Freq: 3229.0237500000003 MHz Memory Size: 15.615 GiB Has CUDA: No diff --git a/v0.14.1/information/environment.result.ipynb b/v0.14.1/information/environment.result.ipynb index e5e78a269ec0d241df9352b0b59126643eae3363..b0e5216011fad77e7ca848f994bb4c76840e763d 100644 --- a/v0.14.1/information/environment.result.ipynb +++ b/v0.14.1/information/environment.result.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-03-26T11:09:57.613217Z", - "iopub.status.busy": "2025-03-26T11:09:57.612505Z", - "iopub.status.idle": "2025-03-26T11:09:58.781510Z", - "shell.execute_reply": "2025-03-26T11:09:58.780699Z" + "iopub.execute_input": "2025-03-26T12:55:12.136521Z", + "iopub.status.busy": "2025-03-26T12:55:12.135933Z", + "iopub.status.idle": "2025-03-26T12:55:13.303538Z", + "shell.execute_reply": "2025-03-26T12:55:13.302763Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 2980.3205000000003 MHz\n", + "CPU Freq: 3229.0237500000003 MHz\n", "Memory Size: 15.615 GiB\n", "Has CUDA: No\n" ] diff --git a/v0.14.1/searchindex.js b/v0.14.1/searchindex.js index d5a49c15c7e3d67b81059287a58f145d9876d25e..bd250abafe873bf8e72fc6414392cc919d062c05 100644 --- a/v0.14.1/searchindex.js +++ b/v0.14.1/searchindex.js @@ -1 +1 @@ -Search.setIndex({"docnames": ["api_doc/ascii/drawing", "api_doc/ascii/index", "api_doc/config/index", "api_doc/config/meta", "api_doc/data/background", "api_doc/data/blob", "api_doc/data/decode", "api_doc/data/encode", "api_doc/data/image", "api_doc/data/index", "api_doc/data/layer", "api_doc/data/url", "api_doc/detect/booru_yolo", "api_doc/detect/censor", "api_doc/detect/eye", "api_doc/detect/face", "api_doc/detect/halfbody", "api_doc/detect/hand", "api_doc/detect/head", "api_doc/detect/index", "api_doc/detect/nudenet", "api_doc/detect/person", "api_doc/detect/similarity", "api_doc/detect/text", "api_doc/detect/visual", "api_doc/edge/canny", "api_doc/edge/index", "api_doc/edge/lineart", "api_doc/edge/lineart_anime", "api_doc/generic/classify", "api_doc/generic/clip", "api_doc/generic/enhance", "api_doc/generic/index", "api_doc/generic/siglip", "api_doc/generic/yolo", "api_doc/metadata/geninfo", "api_doc/metadata/index", "api_doc/metadata/lsb", "api_doc/metrics/aesthetic", "api_doc/metrics/ccip", "api_doc/metrics/dbaesthetic", "api_doc/metrics/index", "api_doc/metrics/laplacian", "api_doc/metrics/lpips", "api_doc/metrics/psnr_", "api_doc/ocr/index", "api_doc/operate/align", "api_doc/operate/censor", "api_doc/operate/imgcensor", "api_doc/operate/index", "api_doc/operate/squeeze", "api_doc/pose/dwpose", "api_doc/pose/format", "api_doc/pose/index", "api_doc/pose/visual", "api_doc/preprocess/base", "api_doc/preprocess/index", "api_doc/preprocess/pillow", "api_doc/preprocess/torchvision", "api_doc/preprocess/transformers", "api_doc/resource/background", "api_doc/resource/index", "api_doc/restore/adversarial", "api_doc/restore/index", "api_doc/restore/nafnet", "api_doc/restore/scunet", "api_doc/sd/index", "api_doc/sd/metadata", "api_doc/sd/model", "api_doc/sd/nai", "api_doc/segment/index", "api_doc/segment/isnetis", "api_doc/tagging/blacklist", "api_doc/tagging/character", "api_doc/tagging/deepdanbooru", "api_doc/tagging/deepgelbooru", "api_doc/tagging/format", "api_doc/tagging/index", "api_doc/tagging/match", "api_doc/tagging/mldanbooru", "api_doc/tagging/order", "api_doc/tagging/overlap", "api_doc/tagging/wd14", "api_doc/upscale/cdc", "api_doc/upscale/index", "api_doc/utils/cache", "api_doc/utils/func", "api_doc/utils/index", "api_doc/utils/onnxruntime", "api_doc/validate/aicheck", "api_doc/validate/bangumi_char", "api_doc/validate/classify", "api_doc/validate/color", "api_doc/validate/completeness", "api_doc/validate/dbrating", "api_doc/validate/furry", "api_doc/validate/index", "api_doc/validate/monochrome", "api_doc/validate/nsfw", "api_doc/validate/portrait", "api_doc/validate/rating", "api_doc/validate/real", "api_doc/validate/safe", "api_doc/validate/style_age", "api_doc/validate/teen", "api_doc/validate/truncate", "index", "information/environment", "information/environment.result", "tutorials/installation/index", "tutorials/quick_start/index"], "filenames": ["api_doc/ascii/drawing.rst", "api_doc/ascii/index.rst", "api_doc/config/index.rst", "api_doc/config/meta.rst", "api_doc/data/background.rst", "api_doc/data/blob.rst", "api_doc/data/decode.rst", "api_doc/data/encode.rst", "api_doc/data/image.rst", "api_doc/data/index.rst", "api_doc/data/layer.rst", "api_doc/data/url.rst", "api_doc/detect/booru_yolo.rst", "api_doc/detect/censor.rst", "api_doc/detect/eye.rst", "api_doc/detect/face.rst", "api_doc/detect/halfbody.rst", "api_doc/detect/hand.rst", "api_doc/detect/head.rst", "api_doc/detect/index.rst", "api_doc/detect/nudenet.rst", "api_doc/detect/person.rst", "api_doc/detect/similarity.rst", "api_doc/detect/text.rst", "api_doc/detect/visual.rst", "api_doc/edge/canny.rst", "api_doc/edge/index.rst", "api_doc/edge/lineart.rst", "api_doc/edge/lineart_anime.rst", "api_doc/generic/classify.rst", "api_doc/generic/clip.rst", "api_doc/generic/enhance.rst", "api_doc/generic/index.rst", "api_doc/generic/siglip.rst", "api_doc/generic/yolo.rst", "api_doc/metadata/geninfo.rst", "api_doc/metadata/index.rst", "api_doc/metadata/lsb.rst", "api_doc/metrics/aesthetic.rst", "api_doc/metrics/ccip.rst", "api_doc/metrics/dbaesthetic.rst", "api_doc/metrics/index.rst", "api_doc/metrics/laplacian.rst", "api_doc/metrics/lpips.rst", "api_doc/metrics/psnr_.rst", "api_doc/ocr/index.rst", "api_doc/operate/align.rst", "api_doc/operate/censor.rst", "api_doc/operate/imgcensor.rst", "api_doc/operate/index.rst", "api_doc/operate/squeeze.rst", "api_doc/pose/dwpose.rst", "api_doc/pose/format.rst", "api_doc/pose/index.rst", "api_doc/pose/visual.rst", "api_doc/preprocess/base.rst", "api_doc/preprocess/index.rst", "api_doc/preprocess/pillow.rst", "api_doc/preprocess/torchvision.rst", "api_doc/preprocess/transformers.rst", "api_doc/resource/background.rst", "api_doc/resource/index.rst", "api_doc/restore/adversarial.rst", "api_doc/restore/index.rst", "api_doc/restore/nafnet.rst", "api_doc/restore/scunet.rst", "api_doc/sd/index.rst", "api_doc/sd/metadata.rst", "api_doc/sd/model.rst", "api_doc/sd/nai.rst", "api_doc/segment/index.rst", "api_doc/segment/isnetis.rst", "api_doc/tagging/blacklist.rst", "api_doc/tagging/character.rst", "api_doc/tagging/deepdanbooru.rst", "api_doc/tagging/deepgelbooru.rst", "api_doc/tagging/format.rst", "api_doc/tagging/index.rst", "api_doc/tagging/match.rst", "api_doc/tagging/mldanbooru.rst", "api_doc/tagging/order.rst", "api_doc/tagging/overlap.rst", "api_doc/tagging/wd14.rst", "api_doc/upscale/cdc.rst", "api_doc/upscale/index.rst", "api_doc/utils/cache.rst", "api_doc/utils/func.rst", "api_doc/utils/index.rst", "api_doc/utils/onnxruntime.rst", "api_doc/validate/aicheck.rst", "api_doc/validate/bangumi_char.rst", "api_doc/validate/classify.rst", "api_doc/validate/color.rst", "api_doc/validate/completeness.rst", "api_doc/validate/dbrating.rst", "api_doc/validate/furry.rst", "api_doc/validate/index.rst", "api_doc/validate/monochrome.rst", "api_doc/validate/nsfw.rst", "api_doc/validate/portrait.rst", "api_doc/validate/rating.rst", "api_doc/validate/real.rst", "api_doc/validate/safe.rst", "api_doc/validate/style_age.rst", "api_doc/validate/teen.rst", "api_doc/validate/truncate.rst", "index.rst", "information/environment.ipynb", "information/environment.result.ipynb", "tutorials/installation/index.rst", "tutorials/quick_start/index.rst"], "titles": ["imgutils.ascii.drawing", "imgutils.ascii", "imgutils.config", "imgutils.config.meta", "imgutils.data.background", "imgutils.data.blob", "imgutils.data.decode", "imgutils.data.encode", "imgutils.data.image", "imgutils.data", "imgutils.data.layer", "imgutils.data.url", "imgutils.detect.booru_yolo", "imgutils.detect.censor", "imgutils.detect.eye", "imgutils.detect.face", "imgutils.detect.halfbody", "imgutils.detect.hand", "imgutils.detect.head", "imgutils.detect", "imgutils.detect.nudenet", "imgutils.detect.person", "imgutils.detect.similarity", "imgutils.detect.text", "imgutils.detect.visual", "imgutils.edge.canny", "imgutils.edge", "imgutils.edge.lineart", "imgutils.edge.lineart_anime", "imgutils.generic.classify", "imgutils.generic.clip", "imgutils.generic.enhance", "imgutils.generic", "imgutils.generic.siglip", "imgutils.generic.yolo", "imgutils.metadata.geninfo", "imgutils.metadata", "imgutils.metadata.lsb", "imgutils.metrics.aesthetic", "imgutils.metrics.ccip", "imgutils.metrics.dbaesthetic", "imgutils.metrics", "imgutils.metrics.laplacian", "imgutils.metrics.lpips", "imgutils.metrics.psnr_", "imgutils.ocr", "imgutils.operate.align", "imgutils.operate.censor_", "imgutils.operate.imgcensor", "imgutils.operate", "imgutils.operate.squeeze", "imgutils.pose.dwpose", "imgutils.pose.format", "imgutils.pose", "imgutils.pose.visual", "imgutils.preprocess.base", "imgutils.preprocess", "imgutils.preprocess.pillow", "imgutils.preprocess.torchvision", "imgutils.preprocess.transformers", "imgutils.resource.background", "imgutils.resource", "imgutils.restore.adversarial", "imgutils.restore", "imgutils.restore.nafnet", "imgutils.restore.scunet", "imgutils.sd", "imgutils.sd.metadata", "imgutils.sd.model", "imgutils.sd.nai", "imgutils.segment", "imgutils.segment.isnetis", "imgutils.tagging.blacklist", "imgutils.tagging.character", "imgutils.tagging.deepdanbooru", "imgutils.tagging.deepgelbooru", "imgutils.tagging.format", "imgutils.tagging", "imgutils.tagging.match", "imgutils.tagging.mldanbooru", "imgutils.tagging.order", "imgutils.tagging.overlap", "imgutils.tagging.wd14", "imgutils.upscale.cdc", "imgutils.upscale", "imgutils.utils.cache", "imgutils.utils.func", "imgutils.utils", "imgutils.utils.onnxruntime", "imgutils.validate.aicheck", "imgutils.validate.bangumi_char", "imgutils.validate.classify", "imgutils.validate.color", "imgutils.validate.completeness", "imgutils.validate.dbrating", "imgutils.validate.furry", "imgutils.validate", "imgutils.validate.monochrome", "imgutils.validate.nsfw", "imgutils.validate.portrait", "imgutils.validate.rating", "imgutils.validate.real", "imgutils.validate.safe", "imgutils.validate.style_age", "imgutils.validate.teen", "imgutils.validate.truncate", "Welcome to imgutils\u2019s Documentation", "Run Environment Information", "Run Environment Information", "Installation", "Quick Start"], "terms": {"img": [0, 5, 8, 29, 62, 67], "str": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 54, 57, 58, 59, 60, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "pathlik": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "byte": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 52, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "bytearrai": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 52, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "binaryio": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "imag": [0, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 53, 54, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 69, 70, 71, 74, 75, 76, 77, 79, 82, 83, 84, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 109], "max_width": 0, "int": [0, 4, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 27, 28, 29, 30, 33, 34, 37, 39, 43, 45, 46, 47, 48, 50, 51, 52, 54, 59, 60, 62, 64, 65, 71, 79, 83, 102], "none": [0, 4, 8, 10, 11, 13, 14, 15, 16, 17, 18, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 39, 47, 50, 51, 54, 57, 58, 59, 60, 67, 69, 72, 73, 88], "ellipsi": 0, "max_height": 0, "resampl": [0, 59], "2": [0, 8, 12, 22, 23, 38, 39, 40, 43, 45, 52, 59, 62, 67, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "level": [0, 13, 14, 15, 16, 17, 18, 21, 33, 34, 38, 47, 60, 74, 94], "aspect": [0, 24, 34, 46], "float": [0, 7, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 34, 39, 40, 42, 43, 44, 45, 47, 48, 50, 52, 54, 59, 60, 62, 69, 72, 73, 74, 75, 76, 79, 80, 81, 82, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "1": [0, 10, 12, 20, 21, 22, 38, 39, 40, 43, 45, 52, 59, 60, 62, 67, 68, 72, 73, 74, 75, 80, 82, 83, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108, 109], "8": [0, 12, 22, 37, 39, 43, 47, 52, 59, 62, 67, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 107, 108, 109], "sourc": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 54, 55, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "gener": [0, 4, 12, 15, 21, 35, 36, 66, 67, 69, 75, 79, 82, 87, 94, 106], "art": [0, 67], "base": [0, 18, 21, 22, 29, 30, 33, 34, 39, 40, 42, 43, 46, 47, 48, 50, 52, 54, 56, 57, 59, 60, 69, 71, 74, 75, 79, 80, 81, 82, 90, 94, 98, 100, 106], "given": [0, 6, 7, 8, 10, 11, 14, 15, 17, 18, 19, 20, 23, 25, 27, 28, 29, 30, 33, 37, 39, 42, 46, 48, 52, 55, 59, 67, 69, 72, 73, 78, 81, 82, 89, 91, 94, 97, 98, 100, 104], "paramet": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "imagetyp": [0, 5, 12, 13, 14, 15, 16, 17, 18, 21, 23, 24, 29, 31, 34, 35, 37, 39, 40, 42, 45, 47, 50, 51, 54, 64, 65, 67, 69, 75, 82, 83, 90, 93, 95, 98, 99, 101, 102, 103], "The": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 29, 30, 31, 33, 34, 35, 36, 37, 39, 40, 42, 45, 46, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 63, 64, 65, 67, 68, 69, 71, 73, 74, 75, 76, 78, 79, 80, 82, 83, 85, 86, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 109], "input": [0, 5, 12, 13, 14, 15, 16, 18, 20, 21, 23, 24, 29, 30, 31, 33, 34, 35, 37, 39, 40, 42, 45, 46, 47, 48, 50, 51, 54, 57, 59, 62, 64, 65, 67, 69, 72, 73, 75, 76, 78, 80, 82, 83, 86, 90, 93, 95, 98, 99, 101, 103], "option": [0, 4, 11, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 24, 29, 30, 33, 34, 35, 39, 45, 47, 50, 51, 54, 59, 60, 62, 67, 68, 69, 72, 73, 80, 85], "maximum": [0, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 34, 39, 45, 46, 47, 59, 62, 85, 102], "width": [0, 4, 10, 48, 59, 60, 79], "If": [0, 5, 8, 10, 11, 13, 14, 15, 16, 17, 18, 21, 22, 24, 29, 30, 33, 34, 35, 37, 39, 45, 47, 50, 52, 54, 57, 58, 59, 62, 64, 65, 67, 68, 69, 72, 73, 80, 82, 88, 89, 90, 91, 94, 97, 100, 104], "set": [0, 12, 24, 29, 30, 34, 39, 50, 52, 54, 59, 82, 88, 91, 94, 100, 104, 105], "automat": [0, 4, 30, 33, 39, 50, 88, 107, 108], "determin": [0, 8, 39, 98], "termin": 0, "size": [0, 4, 6, 7, 10, 11, 23, 24, 25, 27, 28, 39, 46, 48, 50, 54, 57, 58, 59, 60, 62, 64, 65, 67, 71, 79, 83, 84, 102, 107, 108], "height": [0, 4, 10, 48, 59, 60, 79], "filter": [0, 34, 50, 59, 62, 72, 73, 94, 96, 100], "us": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 43, 45, 47, 48, 50, 51, 54, 55, 57, 59, 62, 63, 64, 65, 67, 68, 69, 72, 74, 75, 76, 79, 82, 83, 85, 86, 88, 89, 90, 91, 94, 96, 97, 98, 100, 104], "when": [0, 7, 10, 12, 23, 25, 27, 28, 29, 30, 37, 39, 43, 47, 48, 52, 55, 59, 64, 67, 69, 71, 79, 83, 85, 88, 89, 105], "resiz": [0, 23, 24, 34, 46, 54, 57, 58, 59, 67, 79], "charact": [0, 39, 45, 54, 70, 71, 74, 75, 76, 77, 82, 90, 106], "repres": [0, 7, 10, 12, 13, 14, 15, 22, 39, 43, 47, 50, 52, 69, 71, 80, 89, 98, 105], "differ": [0, 8, 14, 15, 16, 17, 18, 21, 22, 30, 35, 36, 37, 39, 43, 44, 51, 52, 58, 59, 90, 95, 99, 101, 103, 107, 108], "intens": 0, "proport": [0, 90], "correct": [0, 37], "output": [0, 24, 29, 30, 33, 40, 54, 67, 68, 75, 80, 82, 109], "which": [0, 4, 10, 22, 23, 25, 27, 28, 33, 35, 39, 43, 48, 57, 59, 60, 63, 67, 68, 69, 71, 72, 75, 79, 85, 86, 88, 89, 91, 96, 97, 98, 105, 106, 107, 108, 109], "should": [0, 3, 10, 24, 39, 43, 47, 48, 50, 59, 71, 82, 109], "approxim": 0, "ratio": [0, 24, 34, 45, 46, 48, 79], "your": [0, 50, 64, 105, 107, 108, 109], "thi": [0, 3, 4, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 45, 47, 48, 50, 51, 52, 54, 55, 57, 58, 59, 62, 64, 65, 66, 67, 68, 69, 70, 74, 77, 81, 82, 83, 85, 86, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 107, 108], "valu": [0, 4, 8, 10, 13, 17, 18, 21, 22, 37, 39, 43, 47, 50, 52, 57, 58, 59, 68, 74, 79, 86, 89, 97, 105], "ensur": [0, 30, 34, 39, 46, 59, 64, 67, 85], "i": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 45, 47, 48, 50, 51, 52, 54, 55, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 79, 80, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109], "close": [0, 48, 67], "possibl": [0, 23, 30, 39, 48], "origin": [0, 4, 6, 8, 20, 25, 27, 28, 37, 38, 44, 47, 48, 50, 54, 71, 74, 76, 79, 80, 98], "default": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 25, 27, 28, 29, 30, 33, 34, 39, 40, 42, 43, 45, 47, 48, 50, 52, 54, 59, 60, 64, 65, 68, 71, 72, 73, 74, 76, 79, 82, 83, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "return": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 98, 99, 100, 101, 102, 103, 104, 105], "represent": [0, 22, 39, 57, 58, 67], "type": [0, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 24, 29, 30, 31, 33, 34, 35, 37, 39, 40, 42, 45, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 72, 73, 76, 78, 80, 81, 82, 83, 85, 86, 90, 93, 94, 95, 98, 99, 100, 101, 102, 103], "exampl": [0, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 34, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 57, 58, 59, 60, 62, 67, 71, 72, 73, 74, 75, 76, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 105], "here": [0, 12, 20, 26, 39, 43, 44, 67, 72, 74, 75, 79, 82, 83, 90, 92, 105, 107, 108], "an": [0, 4, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 52, 54, 57, 59, 62, 64, 65, 67, 69, 70, 71, 73, 74, 75, 77, 80, 82, 83, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "jerri": 0, "from": [0, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 27, 28, 29, 33, 34, 35, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 57, 58, 59, 60, 62, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 79, 80, 81, 82, 83, 85, 86, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 107, 108, 109], "import": [0, 6, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 21, 24, 34, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 57, 58, 59, 60, 62, 67, 71, 72, 73, 74, 75, 76, 79, 80, 81, 82, 83, 85, 86, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 105, 107, 108, 109], "print": [0, 5, 12, 17, 18, 21, 22, 34, 67, 68, 107, 108, 109], "png": [0, 5, 8, 10, 13, 24, 35, 37, 42, 47, 48, 50, 62, 67, 69, 71, 82, 83, 92, 105], "draw": [1, 24, 26, 27, 54, 98, 106], "ascii_draw": 1, "meta": [2, 106, 109], "__title__": [2, 109], "__version__": [2, 109], "__description__": [2, 109], "__author__": [2, 109], "__author_email__": 2, "overview": [3, 4, 6, 7, 9, 10, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 26, 27, 28, 31, 32, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 50, 51, 53, 59, 60, 61, 62, 63, 64, 65, 66, 67, 70, 71, 72, 73, 74, 75, 76, 77, 79, 82, 83, 84, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105], "inform": [3, 30, 33, 34, 35, 36, 37, 54, 67, 69, 81], "packag": 3, "titl": [3, 69], "project": [3, 20, 74, 82, 105], "version": [3, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 34, 38, 47, 64, 65, 67, 68, 85, 91, 106, 109], "short": [3, 75, 79, 82], "descript": [3, 20, 29, 33, 69], "includ": [3, 5, 8, 11, 12, 13, 20, 21, 22, 24, 29, 30, 31, 33, 34, 35, 36, 51, 52, 58, 59, 66, 67, 68, 69, 75, 82, 86, 90, 98], "setup": 3, "py": [3, 71], "author": [3, 68], "email": 3, "step": [4, 48, 59, 67], "forecolor": [4, 25, 27, 28], "lightgrei": 4, "backcolor": [4, 25, 27, 28], "white": [4, 8, 25, 27, 28, 30, 59, 67, 71], "creat": [4, 29, 30, 33, 34, 35, 47, 57, 58, 59, 67, 69, 73, 89], "black": [4, 47, 67], "squar": [4, 59], "can": [4, 5, 8, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 24, 26, 30, 33, 35, 37, 39, 43, 47, 51, 52, 57, 59, 67, 68, 69, 75, 80, 82, 88, 90, 96, 97, 106, 109], "complement": 4, "transpar": [4, 8, 10, 25, 27, 28, 48, 50, 71, 83], "area": [4, 10, 12, 22, 23, 47, 48], "grid": 4, "pixel": [4, 24, 37, 47, 48, 50, 59, 62, 67, 71, 97], "mean": [4, 20, 22, 23, 25, 27, 28, 29, 39, 42, 43, 48, 52, 57, 58, 59, 88, 91, 109], "function": [4, 7, 8, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 35, 36, 37, 39, 42, 45, 47, 48, 50, 51, 54, 57, 58, 59, 62, 64, 66, 67, 68, 69, 81, 82, 83, 85, 86, 90, 94, 98, 100, 105], "suitabl": [4, 57, 59, 74, 98], "color": [4, 8, 10, 25, 27, 28, 47, 62, 67, 71, 96, 97, 106], "fore": [4, 25, 27, 28], "back": [4, 82], "A": [4, 5, 8, 13, 14, 15, 16, 17, 18, 20, 21, 25, 27, 28, 29, 34, 37, 38, 39, 40, 45, 46, 47, 48, 50, 57, 59, 60, 67, 68, 69, 73, 76, 81, 85, 88, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 102, 103, 104, 109], "rgba": [4, 8, 31, 37, 64, 65, 71, 83], "contain": [4, 5, 10, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 29, 30, 33, 34, 39, 40, 52, 54, 59, 64, 67, 68, 69, 75, 79, 82, 91, 94, 100, 102, 104], "add": [4, 35, 68, 69, 76], "rgb": [4, 6, 7, 8, 30, 31, 47, 59, 60, 67, 71, 83], "In": [4, 27, 39, 90, 91], "document": [4, 107, 108, 109], "accur": [4, 13, 21, 94, 100], "present": [4, 35, 69, 74], "state": [4, 33], "shown": [4, 70], "follow": [4, 29, 39, 52, 58, 59, 63, 68, 69, 75, 82, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104, 109], "figur": 4, "modul": [5, 8, 11, 12, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 35, 36, 37, 57, 58, 66, 68, 69, 70, 82, 85, 86, 94, 100, 106], "provid": [5, 8, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 31, 33, 34, 35, 36, 37, 39, 47, 50, 52, 54, 57, 58, 59, 66, 67, 68, 69, 79, 80, 82, 85, 86, 88, 94, 100], "util": [5, 8, 11, 20, 21, 29, 32, 34, 43, 46, 50, 53, 57, 58, 63, 66, 68, 74, 75, 79, 82, 106], "handl": [5, 8, 11, 29, 30, 33, 34, 36, 37, 55, 58, 59, 66, 69], "url": [5, 9, 13, 16, 18, 30, 37, 67, 106], "convers": [5, 8, 34, 58, 59], "between": [5, 14, 15, 21, 22, 29, 30, 33, 39, 43, 44, 48, 58, 64, 65, 73, 79, 83, 86], "valid": [5, 11, 47, 48, 52, 59, 106], "format": [5, 8, 10, 25, 27, 28, 29, 30, 33, 34, 35, 36, 37, 40, 47, 50, 51, 53, 57, 59, 67, 68, 69, 75, 77, 82, 98, 106], "support": [5, 6, 8, 11, 14, 15, 16, 18, 21, 29, 33, 34, 35, 48, 54, 57, 58, 59, 64, 65, 67, 68, 69, 82, 83], "convert": [5, 8, 30, 35, 37, 39, 52, 57, 58, 59, 69, 82, 98], "specifi": [5, 8, 22, 23, 24, 29, 30, 33, 34, 39, 47, 48, 50, 59, 67, 68, 69, 73, 75, 80, 82, 85], "load": [5, 8, 13, 14, 17, 18, 29, 30, 33, 34, 35, 37, 67, 82, 88], "variou": [5, 8, 14, 15, 17, 21, 22, 24, 29, 31, 33, 34, 36, 59, 67, 69, 86, 109], "mime": 5, "jpg": [5, 6, 7, 8, 11, 12, 14, 15, 16, 17, 18, 21, 24, 29, 34, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 51, 60, 71, 74, 75, 79, 82, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 105], "save_kwarg": 5, "string": [5, 13, 15, 16, 20, 37, 52, 67, 68, 76, 88, 105], "pil": [5, 6, 7, 8, 10, 11, 17, 24, 30, 34, 43, 46, 47, 48, 50, 57, 59, 60, 62, 67, 75, 83, 92, 97], "numpi": [5, 6, 10, 24, 30, 33, 37, 39, 50, 52, 82, 86], "arrai": [5, 10, 24, 30, 37, 39, 43, 50, 52, 82, 86], "file": [5, 8, 10, 11, 12, 13, 16, 18, 24, 35, 37, 43, 60, 66, 67, 68, 69, 88, 97, 105, 106], "path": [5, 8, 10, 12, 13, 16, 18, 24, 30, 34, 37, 60, 67, 68, 69, 75, 92, 97, 105], "desir": [5, 60], "addit": [5, 11, 29, 30, 33, 34, 35, 47, 48, 58, 67, 69], "keyword": [5, 11, 29, 30, 33, 34, 35, 47, 48, 67, 69, 85], "argument": [5, 11, 29, 30, 33, 34, 35, 47, 48, 51, 52, 67, 69, 73, 75, 82, 85], "pass": [5, 11, 27, 28, 29, 30, 33, 34, 35, 47, 48, 67, 71, 79, 83, 85], "save": [5, 10, 24, 35, 62, 67, 68, 69, 71], "encod": [5, 6, 9, 29, 30, 33, 37, 69, 106], "open": [5, 6, 7, 8, 10, 12, 17, 29, 34, 46, 47, 48, 50, 62, 67, 68, 83, 88], "test": [5, 43, 83, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104], "blob_url": 5, "qualiti": [5, 23, 40, 61, 67, 82, 83], "95": [5, 34, 59, 72, 73, 80], "base64": 5, "pre": [5, 13, 15, 18, 30, 33, 40], "object": [5, 6, 8, 10, 11, 12, 18, 22, 24, 34, 35, 37, 43, 47, 51, 54, 55, 58, 59, 60, 67, 69, 74, 75, 88, 91, 92, 94, 97, 100, 104], "rais": [5, 8, 11, 13, 14, 16, 17, 18, 21, 22, 29, 33, 34, 37, 47, 50, 52, 55, 57, 58, 59, 62, 67, 68, 69, 72, 73, 80], "valueerror": [5, 11, 13, 16, 18, 21, 22, 29, 33, 37, 50, 59, 69, 80], "unsupport": [5, 45, 58, 59, 80], "method": [5, 11, 29, 30, 31, 33, 34, 36, 37, 39, 47, 59, 94, 100], "warn": 5, "userwarn": 5, "doesn": [5, 37, 73], "t": [5, 37, 73], "match": [5, 22, 33, 37, 50, 59, 73, 77, 106], "actual": [5, 18, 21, 45], "invalid": [5, 13, 16, 18, 21, 29, 33, 35, 59], "show": [5, 11, 13, 14, 15, 16, 51], "bool": [5, 7, 8, 11, 24, 27, 34, 39, 45, 47, 50, 51, 54, 59, 64, 65, 68, 69, 72, 73, 74, 75, 76, 78, 79, 82, 83, 89, 97, 105], "effici": [5, 20, 23, 30, 68, 86], "without": [5, 34, 62, 67, 72, 73, 81], "content": [5, 11, 12, 27, 45, 70], "true": [5, 7, 8, 11, 24, 34, 39, 47, 48, 51, 54, 57, 58, 59, 64, 65, 68, 69, 72, 73, 76, 78, 82, 89, 92, 97, 105], "fals": [5, 6, 7, 8, 11, 24, 27, 34, 39, 45, 47, 59, 64, 65, 67, 68, 69, 72, 73, 74, 75, 76, 78, 79, 82, 83, 89, 92, 97, 105], "otherwis": [5, 8, 11, 35, 39, 59, 64, 65, 69, 72, 73, 78, 83, 88], "abc": 5, "svg": 5, "xml": 5, "jpeg": [5, 63, 67, 92, 105], "text": [5, 19, 24, 30, 33, 45, 67, 76, 78, 106], "plain": 5, "hello": 5, "order_": [6, 7], "chw": [6, 7], "both": [6, 13, 22, 30, 33, 45, 57, 68, 82], "np": [6, 7, 10, 29, 30, 33, 37, 39, 48, 50, 52, 82, 86], "uint8": [6, 7], "float32": [6, 7, 10, 25, 27, 28, 39], "ar": [6, 10, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 29, 30, 33, 34, 35, 39, 42, 43, 44, 45, 47, 52, 55, 58, 59, 60, 63, 67, 68, 69, 72, 73, 74, 75, 79, 80, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 99, 100, 101, 102, 103, 104, 105], "order": [6, 7, 59, 76, 77, 106], "rgb_encod": [6, 9], "custom_imag": [6, 7], "data_cwh": 6, "cwh": 6, "data_int": 6, "use_float": [6, 7], "mode": [6, 7, 8, 22, 34, 37, 58, 60, 67, 80, 83, 88], "1606x1870": [6, 7], "0x7fb9b89bbdc0": 6, "0x7fb9b89bbe50": 6, "0x7fb9b89bbdf0": 6, "invers": 6, "oper": [6, 30, 33, 38, 39, 40, 42, 43, 59, 68, 106], "ndarrai": [7, 10, 29, 30, 33, 37, 39, 43, 48, 50, 52, 82, 86], "channel": [7, 8, 31, 59, 64, 65, 83], "jpegimageplugin": [7, 60], "jpegimagefil": [7, 60], "0x7f9ec37389d0": 7, "shape": [7, 39, 43, 50, 71, 82], "dtype": [7, 39], "3": [7, 10, 12, 13, 14, 15, 21, 22, 39, 40, 43, 45, 47, 52, 54, 59, 62, 67, 75, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108, 109], "1870": 7, "1606": 7, "whc": 7, "": [7, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 29, 34, 35, 37, 45, 47, 57, 59, 67, 82, 85, 93], "result": [7, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 37, 40, 43, 45, 47, 48, 50, 51, 71, 74, 75, 82, 86, 93, 94, 100], "same": [7, 8, 39, 44, 82, 85], "torchvis": [7, 56, 106], "transform": [7, 8, 55, 56, 57, 58, 76, 106], "to_tensor": [7, 57, 58], "process": [8, 9, 11, 13, 14, 16, 17, 22, 31, 34, 36, 37, 39, 57, 59, 62, 64, 65, 66, 73, 82, 109], "manipul": [8, 66], "python": [8, 37, 62, 85, 107, 108, 109], "librari": [8, 34, 57, 59, 62, 109], "It": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 35, 36, 47, 48, 50, 54, 57, 58, 66, 68, 69, 82, 85, 86, 98, 109], "multipl": [8, 10, 16, 30, 33, 37, 39, 43, 67], "ad": [8, 12, 59, 68, 69, 76], "background": [8, 9, 25, 27, 28, 30, 61, 67, 71, 106], "check": [8, 11, 37, 42, 68, 72, 73, 78, 89, 92, 102, 105, 109], "alpha": [8, 31, 64, 65], "design": [8, 22, 29, 33, 35, 36], "simplifi": [8, 90], "common": [8, 58], "relat": [8, 12, 14, 17, 66, 73, 86], "task": [8, 21, 22, 33, 36, 47, 57], "applic": [8, 57, 74, 79, 98], "kei": [8, 18, 22, 30, 59, 68, 75, 82], "featur": [8, 13, 18, 30, 32, 33, 39, 43, 69, 71, 74, 75, 76, 82, 90], "binari": [8, 86], "like": [8, 12, 19, 24, 58, 59, 79, 85, 109], "onc": 8, "particularli": [8, 22, 29, 35, 36, 69, 85], "requir": [8, 10, 20, 21, 39, 48, 68, 69, 94, 100, 109], "preprocess": [8, 20, 29, 30, 34, 39, 64, 106], "befor": [8, 37, 39, 68, 82], "further": 8, "analysi": [8, 40], "force_background": [8, 59], "appli": [8, 15, 18, 20, 31, 39, 47, 48, 50, 57, 59, 62, 82, 86], "necessari": [8, 39, 74, 79], "ha": [8, 23, 45, 58, 83, 98, 107, 108], "4": [8, 12, 15, 17, 18, 22, 37, 38, 39, 40, 43, 47, 52, 62, 64, 65, 67, 75, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108], "avoid": [8, 74], "anomali": 8, "dure": [8, 29, 37, 76, 97, 105], "subsequ": [8, 30, 47], "union": [8, 13, 14, 15, 16, 17, 18, 21, 22, 30, 33, 37, 39, 47, 52, 57, 59, 67, 69, 72, 73, 80], "retain": 8, "typeerror": [8, 52, 57, 58, 59, 72, 73, 80], "isinst": 8, "list": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 39, 43, 45, 47, 48, 51, 54, 57, 58, 59, 60, 72, 73, 80, 81, 82, 89, 91, 94, 100, 104], "tupl": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 39, 40, 43, 45, 47, 48, 51, 59, 82, 90, 91, 93, 94, 95, 98, 99, 100, 101, 102, 103, 104], "take": [8, 54, 59], "singl": [8, 16, 33, 37, 39, 58, 59, 76, 82, 86], "call": [8, 26, 67], "each": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 29, 34, 39, 43, 50, 57, 66, 76, 78, 82, 83, 98], "item": [8, 10, 18], "batch": [8, 64, 65, 82, 83, 102], "multiimagestyp": [8, 30, 33, 39, 48], "iter": [8, 59, 62, 73], "img_path": 8, "image1": 8, "image2": 8, "loaded_imag": 8, "len": [8, 60], "all": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 26, 29, 30, 33, 34, 38, 39, 40, 42, 43, 45, 51, 52, 62, 64, 65, 68, 70, 71, 75, 77, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "pillow": [8, 56, 106], "boolean": [8, 39], "tool": [9, 16, 24, 29, 31, 38, 39, 40, 41, 47, 62, 70, 76, 96, 98], "basic": [9, 57, 61, 73], "grid_background": 9, "grid_transpar": 9, "blob": [9, 71, 106], "to_blob_url": 9, "load_image_from_blob_url": 9, "is_valid_image_blob_url": 9, "decod": [9, 37, 106], "rgb_decod": 9, "load_imag": [9, 24, 51, 67], "has_alpha_channel": 9, "layer": [9, 86, 106], "istack": 9, "download_image_from_url": 9, "is_http_url": 9, "mai": [10, 14, 17, 39, 63, 67, 74, 79, 85, 105, 107, 108], "block": [10, 29, 33, 34], "togeth": 10, "new": [10, 23, 29, 52, 64, 65, 67, 68, 73], "similar": [10, 12, 19, 30, 33, 39, 43, 59, 79, 82, 106], "techniqu": [10, 31, 37], "p": [10, 74, 75, 79, 82], "need": [10, 16, 34, 45, 48, 85, 89, 91, 94, 97, 100, 104], "stack": [10, 82], "addition": 10, "second": [10, 22, 39, 44, 78], "element": [10, 82], "rang": [10, 39, 43, 48], "left": [10, 47, 48, 52, 86], "0": [10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 29, 30, 34, 38, 39, 40, 43, 45, 47, 48, 50, 52, 54, 57, 58, 59, 62, 67, 68, 72, 73, 74, 75, 76, 79, 80, 81, 82, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108, 109], "right": [10, 47, 52, 86], "two": [10, 22, 39, 44, 62, 78, 97], "dimension": [10, 82], "h": [10, 25, 27, 28, 50, 71], "w": [10, 25, 27, 28, 50, 71, 82], "posit": [10, 39, 47, 48, 90], "target": [10, 19, 25, 27, 28, 30, 48, 59], "By": [10, 45], "first": [10, 12, 16, 22, 34, 39, 44, 78], "howev": [10, 39], "solid": [10, 47], "pure": [10, 71], "lime": [10, 71], "nian": 10, "nian_lim": 10, "yellow": [10, 67], "5": [10, 12, 16, 21, 22, 39, 40, 43, 45, 48, 50, 52, 57, 58, 59, 60, 67, 74, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "9": [10, 12, 22, 39, 43, 52, 59, 67, 80, 89, 90, 91, 93, 94, 97, 98, 99, 100, 101, 103, 104], "nian_tran": 10, "custom": [10, 13, 14, 15, 16, 17, 18, 21, 29, 33, 34, 37, 40, 47, 48, 50, 58, 59, 67, 68, 72], "mask": [10, 25, 27, 28, 48, 50, 71], "hs1": 10, "ab": 10, "linspac": 10, "ws1": 10, "nian_mask": 10, "hxw": [10, 25, 27, 28, 50], "download": 11, "special": [11, 12], "github": [11, 51, 107, 108, 109], "hug": [11, 18, 29, 30, 33, 34, 39, 59, 82], "face": [11, 18, 19, 20, 29, 30, 33, 34, 39, 52, 54, 59, 67, 73, 82, 90, 106], "progress": [11, 64, 65, 83], "track": 11, "host": [11, 12, 15, 20, 23, 30, 39, 45, 60, 75, 83, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104, 109], "main": [11, 17, 20, 21, 24, 29, 30, 33, 34, 39, 59, 67, 69, 71, 74, 85, 109], "compon": [11, 12, 22, 29, 30, 33, 34, 85], "http": [11, 51, 71, 109], "intern": [11, 33, 55, 68], "silent": [11, 64, 65, 83], "expected_s": 11, "kwarg": [11, 12, 13, 14, 15, 16, 17, 18, 21, 29, 30, 33, 34, 35, 47, 48, 67, 69], "suppress": [11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 24, 34, 47, 83], "bar": 11, "displai": [11, 30, 33, 64, 65], "expect": [11, 37, 59], "session": 11, "get": [11, 25, 27, 28, 30, 38, 40, 60, 61, 67, 71, 74, 77, 82, 88, 90, 95, 97, 99, 101, 103], "especi": 11, "hf": 11, "request": 11, "requestexcept": 11, "fail": [11, 13], "unidentifiedimageerror": 11, "com": [11, 51, 109], "ftp": 11, "booru": 12, "yolo": [12, 18, 20, 32, 106], "aperveyev": 12, "deepgh": [12, 13, 14, 15, 16, 17, 18, 20, 23, 39, 43, 45, 60, 75, 79, 83, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104, 109], "overal": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 26, 38, 39, 40, 42, 43, 45, 51, 62, 64, 65, 70, 77, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "benchmark": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 26, 38, 39, 40, 42, 43, 45, 51, 62, 64, 65, 70, 77, 83, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "explan": 12, "No": [12, 67, 107, 108], "head": [12, 19, 24, 51, 73, 90, 99, 106], "anim": [12, 13, 14, 15, 16, 17, 18, 19, 21, 26, 28, 38, 39, 40, 42, 51, 53, 54, 60, 67, 70, 71, 73, 74, 77, 83, 90, 91, 94, 95, 99, 100, 101, 103, 104, 109], "pretti": 12, "girl": [12, 45, 73], "onli": [12, 13, 14, 15, 16, 17, 18, 21, 24, 39, 68, 73, 74, 79, 82, 97], "bust": 12, "torso": 12, "part": [12, 50, 51, 52], "collarbon": 12, "center": [12, 48, 58, 59], "pair": [12, 22, 33], "cover": [12, 20, 48, 67, 73], "breast": [12, 20, 73, 74, 75, 79, 81, 82], "boob": 12, "bra": 12, "nippl": [12, 13, 47, 67], "mostli": [12, 16], "visibl": [12, 24], "nsfw": [12, 47, 96, 106], "shld": 12, "shoulder": [12, 52], "mayb": 12, "one": [12, 33, 37, 43, 45, 59, 73, 82], "view": [12, 45], "profil": 12, "exactli": 12, "rear": 12, "exclud": 12, "sideb": 12, "uncov": 12, "other": [12, 39, 45, 59, 78, 81, 90], "visual": [12, 13, 14, 15, 16, 18, 19, 21, 39, 41, 51, 53, 82, 106], "mark": 12, "belli": [12, 20], "button": [12, 29, 75], "hip": [12, 52], "half": [12, 16, 73], "stock": 12, "line": [12, 26, 27, 54], "knee": [12, 52], "below": [12, 54, 70, 109], "6": [12, 22, 24, 39, 43, 52, 59, 62, 72, 73, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108], "nopan": 12, "panti": [12, 76], "cloth": 12, "bikini": 12, "regardless": 12, "censor": [12, 19, 47, 48, 94, 100, 106], "evid": 12, "7": [12, 13, 15, 16, 17, 18, 34, 39, 43, 45, 47, 50, 52, 59, 67, 72, 73, 79, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "butt": 12, "buttock": [12, 20], "least": [12, 36, 37, 69], "partial": 12, "behind": 12, "more": [12, 13, 32, 33, 45, 52, 57, 67, 85, 88], "less": [12, 13, 15, 21, 89], "stand": [12, 67, 74, 75, 79, 82], "sit": [12, 73], "ass": 12, "split": [12, 79], "leg": [12, 67], "wide": [12, 67], "90": 12, "degre": [12, 48], "typic": [12, 13, 30, 59], "abov": [12, 13, 14, 15, 16, 17, 18, 21, 50, 91, 94, 100, 104], "10": [12, 23, 29, 39, 43, 48, 52, 59, 62, 89, 90, 91, 94, 97, 98, 100, 101], "sprd": 12, "strongli": [12, 83], "11": [12, 39, 52, 89, 90, 91, 94, 97, 98, 100, 101], "vsplt": 12, "pose": [12, 39, 106], "12": [12, 24, 39, 47, 52, 59, 89, 90, 91, 94, 97, 98, 100, 101], "vsprd": 12, "vsplit": 12, "13": [12, 39, 52, 90, 91, 94, 98, 101, 103], "full": [12, 67], "almost": 12, "side": [12, 46, 73, 105], "usual": [12, 43], "ly": 12, "14": [12, 52, 59, 90, 91, 94, 98, 101, 109], "wing": [12, 73], "dragon": 12, "poni": 12, "15": [12, 42, 44, 52, 59, 90, 91, 94, 98, 101, 107, 108], "feral": 12, "four": [12, 13, 90], "non": [12, 13, 14, 15, 16, 17, 18, 20, 21, 34, 47, 95], "human": [12, 13, 14, 15, 16, 17, 18, 21, 51, 53, 89], "16": [12, 52, 59, 62, 64, 65, 90, 94, 98, 101], "hdrago": 12, "style": [12, 16, 21, 48, 103, 109], "17": [12, 52, 59, 98, 103], "hponi": 12, "18": [12, 20, 52, 59, 94, 98, 100, 107, 108], "hfox": 12, "cartoon": 12, "fox": 12, "dog": 12, "zootopia": 12, "nick": 12, "wild": 12, "19": [12, 52, 98], "hrabb": 12, "rabbit": 12, "judi": 12, "hopp": 12, "bunnygirl": 12, "20": [12, 29, 52, 59, 67, 98], "hcat": 12, "cat": [12, 73, 80], "catgirl": 12, "sharp": 12, "muzzl": 12, "compar": [12, 22, 33], "21": [12, 16, 52, 59, 103], "hbear": 12, "bear": 12, "22": [12, 52, 59], "jacko": 12, "memet": 12, "jack": 12, "o": [12, 67, 69, 79, 82, 94, 97, 107, 108], "contest": 12, "toward": [12, 52], "viewer": [12, 67], "23": [12, 52, 59], "jackx": 12, "sometim": 12, "24": [12, 39, 43, 52, 59, 62], "hhors": 12, "hors": 12, "implement": [12, 30, 33, 44, 85], "aa09": 12, "25": [12, 15, 20, 34, 44, 59, 103], "hbird": 12, "bird": 12, "name": [12, 13, 14, 15, 16, 17, 18, 21, 23, 29, 30, 33, 34, 39, 40, 45, 47, 52, 57, 58, 59, 74, 79, 82, 83, 89, 90, 93, 95, 98, 99, 101, 102, 103], "releas": 12, "time": [12, 69, 83], "yolov8s_pp09": 12, "2023": 12, "focus": 12, "class": [12, 14, 17, 18, 29, 30, 31, 33, 34, 37, 47, 48, 52, 55, 57, 59, 60, 66, 67, 69, 73, 90, 91, 94, 95, 99, 100, 101, 103, 104], "advanc": [12, 109], "capabl": [12, 30, 37, 45], "specif": [12, 13, 18, 29, 30, 33, 35, 37, 47, 52, 55, 57, 59, 69, 70, 90, 94, 100], "scenario": [12, 74, 79, 85], "yolov8s_pp12": 12, "2024": 12, "final": 12, "patch": 12, "continu": 12, "focu": [12, 67], "enhanc": [12, 32, 106], "improv": [12, 23, 82], "previou": 12, "yolov8m_pp13": 12, "offer": [12, 15, 16, 17, 22, 57, 69, 97], "yolov8n_as01": 12, "spinoff": 12, "26": [12, 59], "train": [12, 13, 14, 15, 16, 17, 18, 21, 39, 40, 74, 75, 76, 79, 83, 94, 100], "80": 12, "epoch": 12, "sfw": 12, "subset": 12, "wa": 12, "eventu": 12, "abandon": 12, "due": [12, 38, 39, 74, 79, 85, 90, 105], "ineffect": 12, "yolov8m_as02": 12, "start": [12, 37, 48, 67, 106], "30": [12, 21, 48], "public": [12, 30], "friendli": [12, 109], "reduc": [12, 39, 50, 82], "yolov8m_as03": 12, "as02": 12, "60": 12, "aim": 12, "bottleneck": 12, "reproduc": 12, "yolov8s_aa06": 12, "initi": [12, 29, 30, 34, 37, 47, 60, 73], "current": [12, 58, 64, 67, 94, 100, 107, 108, 109], "reincarn": 12, "some": [12, 29, 32, 39, 43, 44, 48, 61, 72, 74, 75, 79, 82, 83, 85, 92, 105, 107, 108], "yolov8s_aa09": 12, "updat": [12, 29, 30, 33, 34, 68], "dataset": [12, 13, 14, 15, 16, 17, 18, 21, 40, 43, 82, 96], "closeup": 12, "adjust": [12, 34, 43, 73], "larg": [12, 27, 30, 39, 82], "hat": [12, 73], "aa06": 12, "yolov8s_aa10": 12, "major": 12, "fix": 12, "issu": [12, 18, 64], "wear": 12, "yolov8s_aa11": 12, "latest": [12, 34, 74, 79], "mainstream": 12, "aa10": 12, "outstand": 12, "map": [12, 29, 45, 51, 72, 73, 76, 80, 81, 86, 98, 102], "score": [12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 29, 30, 33, 38, 40, 42, 43, 45, 51, 52, 54, 76, 80, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "though": 12, "note": [12, 16, 39, 48, 67, 90, 94, 97, 100, 107, 108], "complet": [12, 34, 48, 90, 96, 106], "fair": 12, "bias": 12, "model_nam": [12, 13, 14, 15, 16, 17, 18, 21, 29, 30, 33, 34, 40, 47, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "conf_threshold": [12, 13, 14, 15, 16, 17, 18, 21, 34, 47], "iou_threshold": [12, 13, 14, 15, 16, 17, 18, 20, 21, 34, 47], "perform": [12, 16, 20, 21, 23, 30, 33, 34, 39, 45, 47, 48, 51, 59, 74, 85, 97, 98, 107, 108], "confid": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 34, 40, 45, 47, 52, 54, 75, 82], "threshold": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 25, 34, 39, 42, 43, 45, 47, 50, 54, 74, 75, 79, 82, 89, 97], "iou": [12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 34, 47], "bounding_box": 12, "x1": [12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 34, 47, 48], "y1": [12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 34, 47, 48], "x2": [12, 20, 22], "y2": [12, 20, 22], "box": [12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 45, 51], "f": [12, 17, 22, 39, 43, 67, 86], "2f": 12, "point": [13, 17, 39, 52, 59], "femal": [13, 20, 47, 73], "genit": 13, "male": [13, 20, 73], "anime_censor_detect": 13, "yolov8": [13, 14, 15, 16, 17, 18, 21], "model": [13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 26, 27, 28, 29, 30, 31, 33, 34, 38, 39, 40, 43, 45, 47, 51, 52, 54, 59, 62, 63, 64, 65, 66, 67, 70, 74, 75, 76, 77, 79, 82, 83, 86, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 106, 109], "v1": [13, 14, 15, 16, 17, 21, 47, 67, 82], "identifi": [13, 29, 37, 64], "locat": 13, "anatom": 13, "analyz": [13, 20, 40], "data": [13, 16, 18, 35, 37, 39, 51, 58, 66, 67, 74, 76, 94, 100, 106, 107, 108, 109], "either": [13, 14, 15, 16, 17, 33, 39, 59, 82, 86], "standard": [13, 15, 16, 17, 35, 59, 85], "n": [13, 14, 15, 16, 17, 18, 21, 37, 39, 47, 59, 67], "nano": [13, 15, 16, 17, 47], "faster": [13, 14, 15, 16, 17, 18, 47], "while": [13, 15, 16, 17, 24, 34, 46, 48, 62, 85], "slower": [13, 21], "construct": [13, 14, 16, 17, 47, 82], "intersect": [13, 14, 15, 16, 17, 18, 21, 22, 47], "over": [13, 14, 15, 16, 17, 18, 21, 22, 23, 47, 73], "merg": [13, 14, 15, 16, 17, 39], "integ": [13, 37, 43, 52, 59], "x0": [13, 14, 15, 16, 17, 18, 21, 24, 34, 47, 48], "y0": [13, 14, 15, 16, 17, 18, 21, 24, 34, 47, 48], "bound": [13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 51], "indic": [13, 39, 52, 55, 74, 79, 82], "nipple_f": [13, 47], "peni": [13, 47], "pussi": [13, 47, 67], "runtimeerror": [13, 29, 33], "detection_visu": [13, 14, 15, 16, 18, 19, 21], "nude_girl": [13, 47], "365": 13, "264": 13, "399": 13, "289": [13, 14], "7473511695861816": 13, "224": [13, 57, 58, 59], "260": 13, "252": 13, "285": 13, "6830288171768188": 13, "206": 13, "523": [13, 47, 48], "240": 13, "608": 13, "6799028515815735": 13, "matplotlib": [13, 14, 15, 16, 24, 51], "pyplot": [13, 14, 15, 16, 51], "plt": [13, 14, 15, 16, 51], "imshow": [13, 14, 15, 16, 51], "anime_eye_detect": 14, "allow": [14, 15, 17, 18, 21, 30, 34, 37, 55, 57, 59, 85], "trade": [14, 16], "off": [14, 16], "speed": [14, 15, 16, 17, 18, 21, 25, 83], "accuraci": [14, 15, 16, 17, 18, 21, 45, 89, 91, 94, 97, 100, 104], "higher": [14, 15, 16, 17, 18, 20, 23, 97], "consid": [14, 17, 22, 39, 45, 48, 50, 60, 73, 94, 100], "overlap": [14, 16, 17, 18, 22, 64, 65, 74, 75, 77, 79, 82, 83, 106], "coordin": [14, 15, 16, 17, 18, 24, 34, 48, 52, 62], "alwai": [14, 16, 17, 18, 45], "except": [14, 17, 37, 55, 59, 67], "predict": [14, 18, 21, 29, 30, 33, 34, 75, 82, 89, 91, 93, 94, 97, 98, 100, 102, 104], "yolo_predict": [14, 21, 32], "squat": [14, 16, 51], "297": 14, "239": [14, 45], "341": 14, "271": 14, "7760562896728516": 14, "230": 14, "263": 14, "308": 14, "7682342529296875": 14, "createml": 15, "huggingfac": [15, 17, 39, 45, 59, 62, 71, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104], "anime_face_detect": 15, "user": [15, 21, 29, 30, 33, 34, 37, 60, 69, 109], "balanc": [15, 17, 21, 67], "system": [15, 16, 25, 55, 59, 94, 100], "overhead": [15, 16, 25, 85], "avail": [15, 21, 24, 29, 30, 37, 39, 45, 48, 55, 59, 67, 80, 88, 89, 91, 94, 100, 104], "v0": [15, 21, 64, 65], "overrid": [15, 21], "auto": [15, 21, 51, 69, 88], "mostima_post": [15, 18], "29": [15, 18, 59], "441": [15, 18], "204": [15, 18], "584": [15, 18], "7874319553375244": [15, 18], "346": [15, 18], "59": [15, 18], "529": [15, 18], "275": [15, 18], "7510495185852051": [15, 18], "606": [15, 18], "51": [15, 18, 59], "895": [15, 18], "336": [15, 18], "6986488103866577": [15, 18], "upper": [16, 47], "bodi": [16, 21, 51, 52, 54, 67], "anime_halfbody_detect": 16, "pleas": [16, 23, 38, 39, 45, 64, 66, 68, 83, 90, 94, 97, 100, 107, 108], "primari": [16, 90, 93, 95, 99, 101, 103], "purpos": 16, "crop": [16, 50, 57, 58, 59, 67], "illustr": [16, 67, 91, 93], "therefor": [16, 39, 107, 108], "consist": [16, 39], "person": [16, 19, 22, 24, 34, 51, 99, 106], "peopl": [16, 80], "guarante": [16, 45], "you": [16, 18, 19, 21, 26, 45, 48, 64, 65, 82, 83, 85, 88, 89, 90, 91, 94, 97, 100, 104, 109], "inde": 16, "recommend": [16, 23, 39, 42, 43, 82, 83, 94, 100], "approach": 16, "detect_person": [16, 19, 24, 51], "individu": [16, 22, 37, 57, 66], "obtain": [16, 26, 38, 39], "local": [16, 60, 107, 108], "flexibl": [16, 57, 58], "lower": [16, 42, 43, 45, 47], "127": 16, "629": 16, "637": 16, "9040350914001465": 16, "anime_hand_detect": 17, "choos": [17, 21, 45], "35": [17, 59, 67, 74, 82], "configur": [17, 29, 39, 57, 58, 59, 106], "suit": 17, "case": [17, 23, 39, 42], "defin": [17, 21, 39, 67, 86], "being": 17, "label": [17, 18, 20, 22, 23, 24, 29, 30, 33, 34, 39, 40, 45, 76, 98, 102], "infer": [17, 20, 23, 30, 33, 34, 51, 64, 65, 88, 97], "anime_imag": 17, "bbox": 17, "conf": 17, "customiz": [18, 24], "integr": [18, 30, 74, 109], "repositori": [18, 29, 30, 33, 34, 39], "anime_head_detect": 18, "contribut": 18, "our": 18, "develop": [18, 83, 109], "yolo11": 18, "architectur": 18, "usag": [18, 29, 30, 66, 67, 68, 74, 85, 86, 105], "head_detect_v2": 18, "0_": 18, "equal": [18, 48], "deprec": [18, 23, 38], "remov": [18, 23, 29, 34, 38, 45, 62, 71, 73, 75, 76, 81, 82], "futur": [18, 23], "help": [18, 39, 50, 62], "For": [18, 19, 21, 22, 30, 39, 45, 52, 66, 82, 88], "instead": [18, 23, 76], "detect_head": [19, 24], "booru_yolo": [19, 106], "detect_with_booru_yolo": 19, "detect_censor": [19, 47, 94, 100], "ey": [19, 48, 52, 67, 73, 106], "detect_ey": 19, "detect_fac": 19, "halfbodi": [19, 90, 99, 106], "detect_halfbodi": 19, "hand": [19, 52, 54, 67, 73, 106], "detect_hand": 19, "nudenet": [19, 106], "detect_with_nudenet": 19, "calculate_i": 19, "bboxes_similar": 19, "detection_similar": 19, "detect_text": 19, "nuditi": 20, "run": [20, 25, 29, 30, 34, 83, 88, 105, 106], "nm": 20, "postprocess": 20, "onnx": [20, 29, 30, 33, 34, 75, 88, 98], "nudenet_onnx": 20, "notai": 20, "tech": 20, "detail": [20, 62, 66, 67, 88, 90], "respect": 20, "female_genitalia_cov": 20, "genitalia": 20, "face_femal": 20, "buttocks_expos": 20, "expos": 20, "female_breast_expos": 20, "female_genitalia_expos": 20, "male_breast_expos": 20, "anus_expos": 20, "anu": 20, "feet_expos": 20, "feet": [20, 52, 54], "belly_cov": 20, "feet_cov": 20, "armpits_cov": 20, "armpit": 20, "armpits_expos": 20, "face_mal": 20, "belly_expos": 20, "male_genitalia_expos": 20, "anus_cov": 20, "female_breast_cov": 20, "buttocks_cov": 20, "onnxruntim": [20, 87, 106], "topk": [20, 29], "100": [20, 25, 34, 42, 59, 85], "45": [20, 43, 59], "score_threshold": 20, "number": [20, 29, 30, 33, 37, 39, 45, 52, 60, 62, 86, 89], "keep": [20, 79], "entir": 21, "anidet3": 21, "roboflow": 21, "m": 21, "x": [21, 39, 48, 52, 67, 85, 86, 102], "fastest": [21, 25], "most": [21, 29, 30, 33, 34], "confidence_scor": [21, 24], "genshin_post": [21, 46, 47, 48], "371": 21, "232": 21, "564": 21, "690": 21, "7533698678016663": 21, "135": [21, 52], "451": 21, "716": [21, 45], "6788613796234131": 21, "614": 21, "393": 21, "830": 21, "686": 21, "5612757205963135": 21, "1275": 21, "654": 21, "4047100841999054": 21, "calcul": [22, 30, 39, 42, 43], "comput": [22, 27, 30, 33, 41, 59, 85, 86, 98], "work": [22, 29, 30, 33, 36, 42, 69, 98], "aggreg": 22, "involv": 22, "segment": [22, 60, 106], "evalu": [22, 38], "algorithm": [22, 39, 42], "box1": 22, "box2": 22, "bboxtyp": 22, "measur": [22, 38, 39, 42], "divid": [22, 52], "4f": 22, "1429": 22, "bboxes1": 22, "bboxes2": 22, "liter": [22, 39, 48, 52, 64, 65, 80], "max": [22, 23], "raw": [22, 29, 30, 33, 37], "depend": [22, 67, 68, 105], "unknown": [22, 80], "hungarian": 22, "find": [22, 48], "optim": [22, 30, 39], "assign": [22, 23, 29, 39], "among": [22, 39], "averag": 22, "detect1": 22, "detect2": 22, "bboxwithscoreandlabel": 22, "group": [22, 29, 43, 76], "correspond": [22, 39, 45, 50, 59, 82, 98, 102], "combin": [22, 37, 45], "against": [22, 83], "ground": [22, 94, 100], "truth": [22, 94, 100], "car": 22, "85": [22, 74, 82], "75": 22, "text_detect": 23, "been": [23, 98], "migrat": 23, "ocr": [23, 106], "detect_text_with_ocr": [23, 106], "soon": 23, "paddleocr": [23, 45], "dbnetpp_resnet50_fpnc_1200e_icdar2015": 23, "05": [23, 59, 74, 75, 89, 90, 91, 93, 98, 99, 100, 101, 103, 104], "max_area_s": 23, "640": 23, "region": [23, 47, 50, 94, 100], "dbnet": 23, "do": [23, 50, 91], "640x640": 23, "ani": [23, 30, 33, 37, 39, 47, 57, 59, 62, 67, 72, 86, 88], "sinc": [23, 38], "appear": [24, 27], "font": 24, "pad": [24, 71], "see": [24, 67, 88], "text_pad": 24, "fontsiz": 24, "max_short_edge_s": 24, "fp": 24, "no_label": 24, "normal": [24, 30, 40, 57, 58, 59, 82], "predefin": [24, 73], "extract": [24, 25, 27, 28, 37, 39, 43, 45, 50, 59, 66, 67, 68, 69, 75, 82], "around": [24, 29, 34, 37, 54], "shortest": 24, "edg": [24, 54, 106], "maintain": [24, 34, 46, 52, 85, 109], "font_manag": 24, "fontproperti": 24, "properti": [24, 48, 52, 67, 69], "cv2": 25, "have": [25, 27, 39, 80, 81, 94, 100, 105], "lowest": 25, "resourc": [25, 106], "low_threshold": 25, "high_threshold": 25, "200": [25, 34, 59], "assum": [25, 27, 28, 71], "its": [25, 27, 28, 29, 39, 45, 46, 59, 68, 71, 74, 76, 88, 90, 91, 93, 94, 95, 98, 99, 100, 101, 103, 104], "low": [25, 33, 38, 40, 67, 79, 82, 83], "high": [25, 33, 34, 61, 67, 83, 97, 98], "outlin": 26, "comparison": [26, 74], "canni": [26, 106], "get_edge_by_canni": 26, "edge_image_with_canni": 26, "lineart": [26, 28, 106], "get_edge_by_lineart": 26, "edge_image_with_lineart": 26, "lineart_anim": [26, 106], "get_edge_by_lineart_anim": 26, "edge_image_with_lineart_anim": 26, "best": [27, 40, 48, 67], "effect": [27, 38, 47, 105], "closest": 27, "consum": 27, "amount": 27, "memori": [27, 29, 30, 34, 107, 108], "power": 27, "runtim": [27, 30, 88, 97], "coars": 27, "detect_resolut": [27, 28], "512": [27, 28, 54, 67, 83], "deeper": 27, "richer": 27, "probabl": [27, 30, 98], "extra": [27, 67], "increas": [27, 39], "resolut": [27, 28, 60, 83], "neural": [27, 28, 71, 86], "network": [27, 28, 71, 86], "classif": [29, 33, 86, 90, 91, 93, 94, 95, 96, 99, 100, 101, 103, 104], "those": [29, 97], "store": [29, 30, 34, 35, 67, 68], "well": [29, 42], "manag": [29, 30, 33, 34, 88, 106], "interact": [29, 30, 33, 34], "also": [29, 57, 82, 109], "token": [29, 30, 33, 34], "authent": [29, 30, 33, 34], "access": [29, 30, 33, 52, 67, 85], "privat": [29, 30, 31, 33, 43], "repo_id": [29, 30, 33, 34], "fn_preprocess": 29, "callabl": [29, 59], "hf_token": [29, 30, 33, 34], "comprehens": [29, 30], "imagepreprocessfunc": 29, "variabl": [29, 48, 88], "_model_nam": 29, "cach": [29, 30, 33, 34, 60, 87, 106], "_model": 29, "dictionari": [29, 35, 40, 57, 59, 67, 68, 69, 72, 73, 75, 90, 93, 95, 99, 101, 103], "_label": 29, "_hf_token": 29, "org": 29, "repo": [29, 59], "__init__": [29, 30, 31, 33, 34, 37, 48, 52, 60, 69, 73], "instanc": [29, 30, 34, 39, 47, 52, 59, 60, 73], "clear": [29, 30, 33, 34, 39, 68, 90, 94, 100], "free": [29, 30, 34], "up": [29, 30, 34, 73], "launch_demo": [29, 30, 33, 34], "default_model_nam": [29, 30, 33, 34], "server_nam": [29, 30, 33, 34], "server_port": [29, 30, 33, 34], "launch": [29, 30, 33, 34], "gradio": [29, 30, 33, 34], "demo": [29, 30, 33, 34, 79], "interfac": [29, 30, 33, 34, 85], "ui": [29, 33, 34], "make_ui": [29, 30, 33, 34], "server": [29, 30, 33, 34], "select": [29, 30, 33, 34, 39, 47, 60], "dropdown": [29, 30], "port": [29, 30, 33, 34], "importerror": [29, 34], "instal": [29, 33, 34, 62, 68, 106], "properli": [29, 33, 67], "usernam": [29, 34], "repo_nam": [29, 34], "model_v1": 29, "7860": [29, 30, 34], "submit": 29, "recent": [29, 30, 33, 34], "label_group": 29, "highest": [29, 98], "through": [29, 30, 59, 109], "error": [29, 37, 59, 82], "predict_fmt": 29, "fmt": [29, 30, 33, 40, 75, 82], "top5": 29, "logit": [29, 30, 33], "embed": [29, 30, 33, 37, 82], "dict": [29, 30, 37, 40, 51, 57, 58, 59, 67, 68, 69, 75, 82, 85, 90, 91, 93, 94, 95, 99, 100, 101, 103, 104], "top": [29, 48, 97], "k": 29, "e": [29, 30, 39, 61, 64, 65, 80, 83, 86], "g": [29, 30, 39, 61, 64, 65, 80, 82, 83], "top10": 29, "predict_scor": 29, "ia": 29, "conveni": [29, 52, 67, 109], "wrapper": [29, 34, 37], "id": [29, 30, 33, 34], "multimod": 30, "hub": 30, "discoveri": 30, "variant": [30, 33], "pipelin": [30, 57, 59], "pattern": [30, 39, 73], "direct": 30, "api": [30, 33], "control": [30, 67], "via": 30, "web": [30, 33], "deploy": [30, 98], "reus": 30, "lru": 30, "thread": [30, 33, 85, 105], "safe": [30, 33, 68, 74, 75, 85, 96, 98, 100, 105, 106], "demand": 30, "switch": 30, "image_encod": [30, 33], "upload": [30, 34], "enter": 30, "link": 30, "address": 30, "bind": 30, "organ": 30, "precomput": [30, 81], "cosin": 30, "scale": [30, 33, 47, 48, 52, 67, 71, 82, 107, 108], "complex": 30, "image_embed": 30, "text_embed": 30, "etc": [30, 59], "thei": [30, 39, 55, 59], "l2": [30, 82], "text_encod": [30, 33], "accept": 30, "_process_rgb": 31, "_process_alpha_channel_with_model": 31, "_process_rgba": 31, "attribut": 31, "classifi": [32, 90, 95, 96, 97, 99, 101, 103, 104, 106], "classifymodel": 32, "classify_predict_scor": 32, "classify_predict": 32, "classify_predict_fmt": 32, "imageenhanc": 32, "clip": [32, 59, 67, 106], "clipmodel": 32, "clip_image_encod": 32, "clip_text_encod": 32, "clip_predict": 32, "siglip": [32, 59, 106], "siglipmodel": 32, "siglip_image_encod": 32, "siglip_text_encod": 32, "siglip_predict": 32, "yolomodel": 32, "sigmoid": [33, 87], "loss": 33, "creation": [33, 57, 58, 69], "preprocessor": [33, 67], "reset": 33, "about": [33, 35], "hostnam": 33, "gr": [33, 34], "One": [33, 43], "detect": [34, 42, 45, 47, 51, 52, 53, 54, 72, 73, 88, 89, 94, 100, 106], "post": [34, 45], "helper": 34, "easi": 34, "metadata": [34, 40, 66, 68, 69, 106], "cleanup": 34, "associ": [34, 69], "default_conf_threshold": 34, "default_iou_threshold": 34, "environmenterror": [34, 62, 68], "environ": [34, 83, 85, 88, 106], "offlin": 34, "yolov5": 34, "allow_dynam": 34, "dynam": [34, 57], "300": [34, 59], "400": 34, "simpl": 34, "explicitli": 34, "read": [35, 36, 37, 66, 67, 68], "write": [35, 36, 37, 66, 68], "exif": [35, 36, 67], "gif": [35, 36, 67], "comment": 35, "These": [35, 38, 60], "retriev": [35, 39], "context": [35, 36], "ai": [35, 36, 69, 89], "found": [35, 48, 67, 90], "attempt": [35, 48, 59, 67, 69, 88], "commonli": [35, 59, 76, 86], "where": [35, 39, 67, 68, 82, 85], "look": [35, 45, 67, 90], "usercom": 35, "field": [35, 69], "dst_filenam": 35, "destin": [35, 67, 68, 69], "filenam": [35, 60], "pnginfo": [35, 37, 67, 69], "wai": [35, 67, 68], "geninfo": [36, 106], "lsb": [36, 69, 106], "signific": [36, 37, 39, 64, 69], "bit": [36, 37, 59, 69], "read_geninfo_paramet": 36, "read_geninfo_exif": 36, "read_geninfo_gif": 36, "write_geninfo_paramet": 36, "write_geninfo_exif": 36, "write_geninfo_gif": 36, "read_lsb_raw_byt": 36, "read_lsb_metadata": 36, "write_lsb_raw_byt": 36, "write_lsb_metadata": 36, "lsbreaderror": 36, "lsbextractor": 36, "imagelsbdataextractor": 36, "serialize_pnginfo": 36, "serialize_json": 36, "inject_data": 36, "steganographi": 37, "serial": 37, "json": 37, "compat": [37, 76], "inject": 37, "emb": [37, 82], "seamlessli": 37, "hidden": 37, "decompress": 37, "them": [37, 47, 57, 64, 68, 82], "gzip": 37, "written": 37, "appropri": [37, 45, 59, 67], "serializ": [37, 57], "err": 37, "caus": [37, 105], "multi": [37, 85], "get_next_n_byt": 37, "next": [37, 55], "get_one_byt": 37, "form": [37, 76], "read_32bit_integ": 37, "32": [37, 59], "interpret": [37, 52], "big": 37, "endian": 37, "enough": 37, "magic": 37, "stealth_pngcomp": 37, "extract_data": 37, "length": [37, 39, 46], "compress": 37, "along": [37, 39, 71], "robust": [37, 39], "skytnt": [38, 60, 71], "poor": 38, "anime_dbaesthet": [38, 41], "better": [38, 42, 62, 82, 83, 89, 91, 94, 97, 100, 104], "2053756": 38, "09986039996147156": 38, "1663584": 38, "24299287796020508": 38, "4886411": 38, "38091593980789185": 38, "2066024": 38, "5131649971008301": 38, "3670169": 38, "6011670827865601": 38, "5930006": 38, "7067991495132446": 38, "3821265": 38, "8237218260765076": 38, "5512471": 38, "9187621474266052": 38, "limit": [39, 74], "smaller": 39, "7eu7d7": [39, 79, 83, 109], "ccip_onnx": 39, "cluster": [39, 43], "refer": [39, 42, 66, 97], "relev": 39, "aforement": 39, "manual": [39, 48], "384": [39, 43, 57, 58, 59], "caform": 39, "randaug": 39, "prune": 39, "vector": 39, "pruned_fp32": 39, "5_fp32": 39, "feat": 39, "768": [39, 45, 67], "17847511429108218": 39, "1951224011983088": 39, "18397327797685215": 39, "y": [39, 48, 85], "16583099961280823": 39, "42947039008140564": 39, "4037521779537201": 39, "4371533691883087": 39, "40748104453086853": 39, "392294704914093": 39, "whether": [39, 45, 47, 59, 69, 72, 75, 82, 83], "belong": 39, "pairwis": 39, "matrix": 39, "5350548e": 39, "08": [39, 59, 99, 100], "6583106e": 39, "01": 39, "2947042e": 39, "0375218e": 39, "8025822e": 39, "3715334e": 39, "0748104e": 39, "2675274e": 39, "9229470e": 39, "j": 39, "th": 39, "dbscan": 39, "dbscan_2": 39, "dbscan_fre": 39, "optic": [39, 45], "optics_best": 39, "epsilon": 39, "ep": 39, "min_sampl": 39, "ccipclustermethodtyp": 39, "12921094122454668": 39, "1291187648928262": 39, "1836453739562513": 39, "distanc": 39, "_featureorimag": 39, "sampl": [39, 43, 67, 89, 90, 91, 93, 94, 95, 99, 100, 101, 103, 104], "neighborhood": [39, 62], "core": [39, 107, 108], "few": 39, "too": 39, "sensit": [39, 47, 82, 94, 100], "tune": 39, "guidelin": 39, "deal": [39, 66], "solut": [39, 48], "small": [39, 47], "advis": [39, 74], "significantli": 39, "separ": 39, "slightli": 39, "exhibit": 39, "regular": [39, 62], "outfit": 39, "awar": 39, "highli": 39, "so": [39, 42, 79, 83], "care": 39, "diff": 39, "07437477": 39, "0356068": 39, "04396922": 39, "05131693": 39, "assess": 40, "aesthet": [40, 41, 106], "danbooru": [40, 74, 77, 79, 94, 97], "hakubooru": 40, "kohakublueleaf": 40, "swinv2pv3_v0_448_ls0": 40, "2_x": 40, "percentil": 40, "_default_model_nam": 40, "masterpiec": [40, 67], "9831666690063624": 40, "8810615667538594": 40, "great": 40, "8225559148288356": 40, "good": [40, 45], "591020403706702": 40, "2888798940585766": 40, "243279223969715": 40, "worst": [40, 67], "005268185993767627": 40, "275707557797432": 40, "7977807857096195": 40, "56098810210824": 40, "670568235218525": 40, "1677918508648872": 40, "9305131509900093": 40, "6085879728198051": 40, "6834832429885864": 40, "16141420602798462": 40, "05435194447636604": 40, "025083942338824272": 40, "024000568315386772": 40, "027076328173279762": 40, "024589713662862778": 40, "3757021427154541": 40, "3451208472251892": 40, "1511985808610916": 40, "04740551486611366": 40, "02172713913023472": 40, "027498546987771988": 40, "03134724497795105": 40, "39281174540519714": 40, "22457796335220337": 40, "15563568472862244": 40, "10796019434928894": 40, "047730278223752975": 40, "0393439345061779": 40, "031940147280693054": 40, "13832266628742218": 40, "20687267184257507": 40, "2509062886238098": 40, "1644320785999298": 40, "11332042515277863": 40, "08270663768053055": 40, "043439216911792755": 40, "033693961799144745": 40, "03375888615846634": 40, "050045162439346313": 40, "16734018921852112": 40, "4311050772666931": 40, "23242227733135223": 40, "05163438618183136": 40, "012833272106945515": 40, "01619996316730976": 40, "03074900433421135": 40, "1396280825138092": 40, "5038207173347473": 40, "22299200296401978": 40, "07377689331769943": 40, "02854202501475811": 40, "026677291840314865": 40, "02838410809636116": 40, "026617199182510376": 40, "02508518099784851": 40, "06039097160100937": 40, "8043031692504883": 40, "get_aesthetic_scor": 41, "ccip": [41, 106], "ccip_extract_featur": 41, "ccip_batch_extract_featur": 41, "ccip_default_threshold": 41, "ccip_differ": 41, "ccip_sam": 41, "ccip_batch_differ": 41, "ccip_batch_sam": 41, "ccip_default_clustering_param": 41, "ccip_clust": 41, "ccip_merg": 41, "dbaesthet": [41, 106], "laplacian": [41, 106], "laplacian_scor": 41, "lpip": [41, 106], "lpips_extract_featur": 41, "lpips_differ": 41, "lpips_clust": 41, "psnr_": [41, 106], "psnr": [41, 65], "blur": [42, 47], "than": [42, 43, 47, 85, 89, 97], "seem": 42, "just": [42, 62, 91, 94, 97, 100, 104], "we": [42, 64, 83], "explor": 42, "bluri": 42, "hutao": [42, 71, 74, 75, 79, 82], "156": 42, "68285005210006": 42, "text_blur": 42, "2276": 42, "66629157129": 42, "real2": 42, "908745781486806": 42, "mmd": 42, "1072": 42, "8372572065527": 42, "richzhang": 43, "perceptualsimilar": 43, "chafen_arknight": 43, "rand": 43, "reach": 43, "995": 43, "cnn": 43, "f1": 43, "f2": 43, "f3": 43, "f4": 43, "f5": 43, "64": [43, 59, 62, 67, 83, 107, 108], "99": 43, "192": 43, "49": [43, 59], "256": [43, 57, 58, 64, 67], "img1": [43, 44, 82], "img2": [43, 44, 82], "anoth": 43, "16922694444656372": 43, "22250649333000183": 43, "6897575259208679": 43, "10956494510173798": 43, "6823137998580933": 43, "6837796568870544": 43, "nois": [43, 50, 62, 64], "inf": 44, "gaussian_20": 44, "dat": 44, "058228614646987": 44, "gaussian_3": 44, "27": [44, 59], "65611098737784": 44, "lq": 44, "29589659377844": 44, "recogn": [45, 59], "export": [45, 88], "recognit": 45, "ch_pp": 45, "ocrv4_det": 45, "heat_threshold": 45, "box_threshold": 45, "max_candid": 45, "1000": 45, "unclip_ratio": 45, "heat": 45, "candid": 45, "unclip": 45, "comic": [45, 91], "742": 45, "485": [45, 57, 58], "809": 45, "511": 45, "9543377610144915": 45, "682": 45, "98": 45, "734": 45, "124": 45, "9309689495575223": 45, "136": 45, "836": 45, "164": 45, "9042856988923695": 45, "144": 45, "455": 45, "196": 45, "874083638387722": 45, "719": 45, "835": 45, "488": 45, "8628696346175078": 45, "478": 45, "214": 45, "508": 45, "848871771901487": 45, "1030": 45, "557": 45, "1184": 45, "578": 45, "8352495440618789": 45, "427": 45, "129": 45, "553": 45, "154": 45, "8249209443996619": 45, "detect_model": 45, "recognize_model": 45, "ocrv4_rec": 45, "rotation_threshold": 45, "is_remove_dupl": 45, "rotat": [45, 48], "duplic": [45, 67], "mob": 45, "9356705927336156": 45, "shishou": 45, "8933000384412466": 45, "BUT": 45, "8730931912907247": 45, "oh": 45, "8417627579351514": 45, "mirror": 45, "7366019454049503": 45, "el": 45, "gato": 45, "iberico": 45, "7271127306351021": 45, "THAt": 45, "701928390168364": 45, "6965972578194936": 45, "chines": 45, "english": 45, "cannot": [45, 55, 57, 59, 69], "languag": 45, "func": [45, 87, 106], "japanes": [45, 67], "post_text": 45, "319": 45, "847": 45, "561": 45, "899": 45, "kancol": 45, "9130667787597329": 45, "552": 45, "811": 45, "791": 45, "921": 45, "1944": 45, "8566762346615406": 45, "820": 45, "558": 45, "850": 45, "fleet": 45, "collect": [45, 66], "8100635458911772": 45, "235": 45, "904": 45, "855": 45, "1009": 45, "\u6d77": 45, "6716076803280185": 45, "858": 45, "808": 45, "tsu": 45, "ka": 45, "NO": 45, "u": [45, 109], "mi": 45, "de": 45, "654507230718228": 45, "209": 45, "507": 45, "2888084133529467": 45, "japan_pp": 45, "ocrv3_rec": 45, "9230690942939336": 45, "8564870717047623": 45, "\u3044\u3064\u304b\u3042\u306e\u6d77\u3067": 45, "8061289060358996": 45, "8045396777081609": 45, "7311649382696896": 45, "\u8266\u3068\u308c\u308c": 45, "6648729016512889": 45, "ocrv2_det": 45, "ocrv3_det": 45, "ocrv4_server_det": 45, "ch_ppocr_mobile_slim_v2": 45, "0_det": 45, "ch_ppocr_mobile_v2": 45, "ch_ppocr_server_v2": 45, "en_pp": 45, "arabic_pp": 45, "ocrv2_rec": 45, "ocrv4_server_rec": 45, "0_rec": 45, "chinese_cht_pp": 45, "cyrillic_pp": 45, "devanagari_pp": 45, "en_number_mobile_v2": 45, "ka_pp": 45, "korean_pp": 45, "latin_pp": 45, "ta_pp": 45, "te_pp": 45, "dimens": [46, 59], "max_siz": [46, 57, 58, 59], "longer": 46, "after": [46, 59, 74, 79, 82], "1280": 46, "720": 46, "new_img": 46, "600": 46, "337": 46, "obscur": 47, "regist": [47, 48, 57, 58, 59], "rectangular": 47, "967": [47, 48], "143": [47, 48], "1084": [47, 48], "261": [47, 48], "246": [47, 48], "208": [47, 48], "331": [47, 48], "287": [47, 48], "662": [47, 48], "466": [47, 48], "705": [47, 48], "514": [47, 48], "479": [47, 48], "283": [47, 48], "326": [47, 48], "color_black": 47, "radiu": 47, "emoji": [47, 48], "penis": 47, "vagina": 47, "serv": [47, 59, 74], "foundat": 47, "inherit": [47, 59], "within": [47, 67, 74, 82], "fill": 47, "color_default": 47, "green": 47, "color_green": 47, "ffff00": 47, "color_ffff00": 47, "blur_4": 47, "blur_8": 47, "blur_12": 47, "pixelate_4": 47, "pixelate_8": 47, "pixelate_12": 47, "cl": 47, "arg": 47, "subclass": 47, "keyerror": 47, "alreadi": 47, "exist": [47, 68, 88, 91], "angl": 48, "end": [48, 67], "censor_area": [48, 49], "ratio_threshold": 48, "minimum": [48, 54, 60, 62], "total": [48, 107, 108], "star": [48, 79], "register_censor_method": [48, 49], "smiling_face_with_heart": 48, "twitter": 48, "appl": 48, "googl": 48, "microsoft": 48, "samsung": 48, "whatsapp": 48, "facebook": 48, "messeng": 48, "joypixel": 48, "openmoji": 48, "emojidex": 48, "mozilla": 48, "express": 48, "code": [48, 64, 79, 82], "_emojistyletyp": 48, "emoji_default": 48, "cat_fac": 48, "emoji_green": 48, "grinning_face_with_sweat": 48, "emoji_liuhanhuangd": 48, "minim": 48, "abl": [48, 55], "prefix": [48, 73, 78], "sum": 48, "cx": 48, "mass": 48, "occlus": 48, "cy": 48, "find_for_area": 48, "rectangl": 48, "corner": 48, "factor": [48, 59], "align": [49, 106], "align_maxs": 49, "censor_": [49, 106], "censor_nsfw": 49, "basecensor": 49, "colorcensor": 49, "blurcensor": 49, "pixelatecensor": 49, "imgcensor": [49, 106], "imagebasedcensor": 49, "emojibasedcensor": 49, "singleimag": 49, "squeez": [49, 106], "squeeze_with_transpar": 49, "fit": 50, "tightli": 50, "interest": 50, "jerry_with_spac": 50, "median_filt": 50, "median": 50, "kernel": 50, "larger": [50, 54, 84], "disabl": 50, "keypoint": [51, 52, 53, 54], "idea": 51, "research": 51, "auto_detect": 51, "out_bbox": 51, "person_detect_cfg": 51, "op18keypointset": [51, 53, 54], "rtmpose": 51, "config": [51, 58, 106, 109], "foot": [51, 52], "hand1": 51, "hand2": 51, "op18_visu": [51, 53], "0x7f5ca933f3d0": 51, "axesimag": 51, "0x7f5c98069790": 51, "all_": 52, "openpos": [52, 67], "op18": [52, 54], "__mul__": 52, "multipli": 52, "scalar": 52, "__truediv__": 52, "divisor": 52, "left_foot": 52, "left_hand": 52, "right_foot": 52, "right_hand": 52, "enum": 52, "enumer": 52, "symbol": [52, 79, 82], "make": [52, 57, 76, 86, 94, 98, 100], "readabl": [52, 82], "categor": 52, "nose": 52, "neck": 52, "elbow": 52, "wrist": 52, "ankl": 52, "ear": [52, 73, 80], "member": 52, "right_should": 52, "right_elbow": 52, "right_wrist": 52, "left_should": 52, "left_elbow": 52, "left_wrist": 52, "right_hip": 52, "right_kne": 52, "right_ankl": 52, "left_hip": 52, "left_kne": 52, "left_ankl": 52, "right_ey": 52, "left_ey": 52, "right_ear": 52, "left_ear": 52, "left_big_to": 52, "left_small_to": 52, "left_heel": 52, "right_big_to": 52, "right_small_to": 52, "right_heel": 52, "__int__": 52, "truncat": [52, 96, 106], "zero": 52, "must": [52, 73, 105], "preced": 52, "surround": 52, "whitespac": [52, 76], "36": [52, 59], "0b100": 52, "91": [52, 59], "112": 52, "92": [52, 59, 80], "113": [52, 59], "dwpose": [53, 106], "dwpose_estim": 53, "openpose18": 53, "op18_body_max": 53, "op18_body_min": 53, "op18_face_max": 53, "op18_face_min": 53, "op18_left_foot_max": 53, "op18_left_foot_min": 53, "op18_left_hand_max": 53, "op18_left_hand_min": 53, "op18_right_foot_max": 53, "op18_right_foot_min": 53, "op18_right_hand_max": 53, "op18_right_hand_min": 53, "keypoints_list": 54, "min_edge_s": 54, "draw_bodi": 54, "draw_hand": 54, "draw_feet": 54, "draw_fac": 54, "drawn": 54, "shorter": 54, "connect": 54, "ellips": 54, "facial": [54, 73, 90], "pars": [55, 57, 58, 66, 67, 106], "parser": [55, 57, 58, 67], "try": 55, "notparsetarget": 56, "register_pillow_transform": 56, "register_pillow_pars": 56, "create_pillow_transform": 56, "parse_pillow_transform": 56, "register_torchvision_transform": 56, "register_torchvision_pars": 56, "create_torchvision_transform": 56, "parse_torchvision_transform": 56, "register_creators_for_transform": 56, "notprocessortypeerror": 56, "create_transforms_from_transform": 56, "is_valid_size_dict": 56, "convert_to_size_dict": 56, "get_size_dict": 56, "create_clip_transform": 56, "create_transforms_from_clip_processor": 56, "create_convnext_transform": 56, "create_transforms_from_convnext_processor": 56, "create_vit_transform": 56, "create_transforms_from_vit_processor": 56, "create_siglip_transform": 56, "create_transforms_from_siglip_processor": 56, "create_bit_transform": 56, "create_transforms_from_bit_processor": 56, "create_blip_transform": 56, "create_transforms_from_blip_processor": 56, "create_mobilenetv2_transform": 56, "create_transforms_from_mobilenetv2_processor": 56, "tensor": [57, 58, 59, 68], "composit": [57, 59], "machin": [57, 86], "learn": [57, 86], "compos": [57, 58, 59], "sequenc": [57, 59, 73], "pillowcompos": [57, 59], "sequenti": 57, "decor": [57, 58, 59, 85], "facilit": 57, "creator": [57, 59], "tvalu": [57, 58], "describ": 57, "interpol": [57, 58, 59], "bicub": [57, 58, 59], "pillowres": [57, 59], "antialia": [57, 58, 59], "bilinear": [57, 58], "center_crop": [57, 58], "pillowcentercrop": [57, 59], "pillowtotensor": [57, 59], "maybe_to_tensor": [57, 58], "pillowmaybetotensor": 57, "std": [57, 58, 59], "pillownorm": [57, 59], "456": [57, 58], "406": [57, 58], "229": [57, 58], "225": [57, 58], "48500001430511475": 57, "4560000002384186": 57, "4059999883174896": 57, "2290000021457672": 57, "2240000069141388": 57, "22499999403953552": 57, "framework": 58, "extend": 58, "centercrop": 58, "totensor": 58, "maybetotensor": 58, "4850": 58, "4560": 58, "4060": 58, "2290": 58, "2240": 58, "2250": 58, "timm": 58, "interpolationmod": 58, "processor": [59, 107, 108], "vitimageprocessor": 59, "5906": 59, "33": 59, "donutimageprocessor": 59, "1901": 59, "70": [59, 83], "detrimageprocessor": 59, "1575": 59, "86": [59, 73], "clipimageprocessor": 59, "1374": 59, "73": 59, "videomaeimageprocessor": 59, "1093": 59, "convnextimageprocessor": 59, "648": 59, "65": 59, "segformerimageprocessor": 59, "533": 59, "00": 59, "beitimageprocessor": 59, "468": 59, "63": 59, "siglipimageprocessor": 59, "440": 59, "48": 59, "layoutlmv3imageprocessor": 59, "403": 59, "layoutlmv2imageprocessor": 59, "332": 59, "87": 59, "mllamaimageprocessor": 59, "qwen2vlimageprocessor": 59, "314": 59, "77": 59, "blipimageprocessor": 59, "276": 59, "55": 59, "idefics2imageprocessor": 59, "226": 59, "llavanextimageprocessor": 59, "215": 59, "bitimageprocessor": 59, "210": 59, "pix2structimageprocessor": 59, "conditionaldetrimageprocessor": 59, "53": 59, "samimageprocessor": 59, "52": 59, "deitimageprocessor": 59, "mask2formerimageprocessor": 59, "89": 59, "50": 59, "vivitimageprocessor": 59, "88": 59, "yolosimageprocessor": 59, "84": 59, "47": 59, "viltimageprocessor": 59, "41": 59, "detaimageprocessor": 59, "68": 59, "38": 59, "pixtralimageprocessor": 59, "mobilenetv2imageprocessor": 59, "mobilevitimageprocessor": 59, "61": 59, "34": [59, 107, 108], "dptimageprocessor": 59, "maskformerimageprocessor": 59, "28": 59, "nougatimageprocessor": 59, "ideficsimageprocessor": 59, "rtdetrimageprocessor": 59, "efficientnetimageprocessor": 59, "40": [59, 67], "deformabledetrimageprocessor": 59, "idefics3imageprocessor": 59, "fuyuimageprocessor": 59, "videollavaimageprocessor": 59, "pvtimageprocessor": 59, "09": 59, "oneformerimageprocessor": 59, "mobilenetv1imageprocessor": 59, "07": [59, 98, 99, 100, 103], "owlv2imageprocessor": 59, "chineseclipimageprocessor": 59, "efficientformerimageprocessor": 59, "llavaonevisionimageprocessor": 59, "swin2srimageprocessor": 59, "vithybridimageprocessor": 59, "owlvitimageprocessor": 59, "04": 59, "groundingdinoimageprocessor": 59, "03": 59, "perceiverimageprocessor": 59, "chameleonimageprocessor": 59, "levitimageprocessor": 59, "vitmatteimageprocessor": 59, "extens": [59, 74], "tri": 59, "def": [59, 85], "hasattr": 59, "feature_extractor": 59, "encount": 59, "becaus": 59, "until": 59, "successfulli": 59, "imageprocessor": 59, "autoimageprocessor": 59, "from_pretrain": 59, "openai": 59, "vit": 59, "patch32": 59, "pillowconvertrgb": 59, "48145467": 59, "4578275": 59, "40821072": 59, "26862955": 59, "2613026": 59, "2757771": 59, "size_dict": 59, "shortest_edg": 59, "invalid_kei": 59, "default_to_squar": 59, "height_width_ord": 59, "constraint": 59, "els": [59, 67, 107, 108], "incompat": 59, "longest_edg": 59, "param_nam": 59, "entri": 59, "conform": 59, "messag": [59, 83], "do_res": 59, "do_center_crop": 59, "crop_siz": 59, "do_rescal": 59, "rescale_factor": 59, "00392156862745098": 59, "do_norm": 59, "image_mean": 59, "image_std": 59, "do_convert_rgb": 59, "rescal": 59, "deviat": 59, "clipprocessor": 59, "crop_pct": 59, "tailor": 59, "convnext": 59, "percentag": 59, "prepar": 59, "replic": 59, "build": [59, 74, 82], "blip": 59, "255": 59, "openai_clip_mean": 59, "openai_clip_std": 59, "accord": 59, "behavior": 59, "mobilenetv2": 59, "per": 59, "equival": 59, "bg": 60, "strict_level": 60, "min_select": 60, "min_width": 60, "min_height": 60, "min_resolut": 60, "strict": [60, 94, 100], "get_imag": 60, "get_image_fil": 60, "list_image_fil": 60, "random_imag": 60, "randomli": 60, "random_image_fil": 60, "8057": 60, "000000": 60, "000001": 60, "000002": 60, "000003": 60, "000004": 60, "home": 60, "dgh": [60, 68, 109], "2400x1600": 60, "0x7feb86ed5160": 60, "003258": 60, "400x400": 60, "0x7feb86a748b0": 60, "quickli": 61, "backgroundimageset": 61, "list_bg_image_fil": 61, "get_bg_image_fil": 61, "get_bg_imag": 61, "random_bg_image_fil": 61, "random_bg_imag": 61, "opencv": 62, "denois": [62, 67], "inspir": [62, 71, 75, 82, 102], "mf666": [62, 102], "mist": 62, "fucker": 62, "diameter_min": 62, "diameter_max": 62, "sigma_color_min": 62, "sigma_color_max": 62, "sigma_space_min": 62, "sigma_space_max": 62, "radius_min": 62, "radius_max": 62, "eps_min": 62, "eps_max": 62, "b_iter": 62, "g_iter": 62, "random": [62, 80], "bilater": 62, "guid": 62, "stage": 62, "preserv": 62, "diamet": 62, "sigma": 62, "space": [62, 71, 82], "window": [62, 67], "term": 62, "contrib": 62, "noisy_imag": 62, "cleaned_img": 62, "cleaned_imag": 62, "blurri": [63, 67], "noisi": 63, "nafnet": [63, 106], "scunet": [63, 64, 106], "adversari": [63, 106], "remove_adversarial_nois": 63, "restore_with_nafnet": 63, "restore_with_scunet": 63, "ve": 64, "gaussian": 64, "To": 64, "correctli": 64, "credibl": 64, "rgg": [64, 65], "red": [64, 73], "gopro": 64, "sidd": 64, "tile_s": [64, 65, 83], "tile_overlap": [64, 65, 83], "batch_siz": [64, 65, 83], "nafnetmodeltyp": 64, "tile": [64, 65, 83], "gan": 65, "128": 65, "scunetmodeltyp": 65, "automatic1111": 66, "stabl": [66, 67, 89, 109], "diffus": [66, 67, 89], "webui": [66, 67, 68], "novelai": 66, "sdwui": 66, "submodul": 66, "nai": [66, 106], "docstr": 66, "sdmetadata": 66, "parse_sdmeta_from_text": 66, "get_sdmeta_from_imag": 66, "save_image_with_sdmeta": 66, "read_metadata": 66, "save_with_metadata": 66, "naimetadata": 66, "get_naimeta_from_imag": 66, "add_naimeta_to_imag": 66, "save_image_with_naimeta": 66, "formatt": 67, "a1111": 67, "sd_metadata_simpl": 67, "sd_metadata_complex": 67, "prompt": 67, "neg_prompt": 67, "neg": 67, "__str__": 67, "sd1": 67, "extrem": 67, "delic": 67, "beauti": 67, "offici": 67, "global": [67, 105], "illumin": 67, "soft": 67, "shadow": 67, "super": 67, "light": 67, "novel": [67, 69], "4k": 67, "metal_textur": 67, "striped_background": 67, "rich": 67, "cg": 67, "uniti": 67, "8k": 67, "wallpap": 67, "unreal": 67, "sci": 67, "fi": 67, "fantasi": 67, "silver_skin": 67, "cut": [67, 73], "silver_impossible_bodysuit": 67, "gem_on_chest": 67, "cut_silver_mechanical_leotard": 67, "headgear": [67, 73], "1_girl": 67, "solo": [67, 72, 73, 74, 75, 79, 80, 81, 82], "slim_waist": 67, "hair": [67, 73], "long": 67, "lumin": 67, "medium_breast": [67, 81], "indistinct_camelto": 67, "flat_crotch": 67, "coquettish": 67, "squint": 67, "evil_smil": 67, "dark_persona": 67, "mouth": 67, "wet": 67, "slim_fac": 67, "tall_girl": 67, "matur": 67, "mature_fac": 67, "slim_figur": 67, "slim_leg": 67, "groin": 67, "bare_thigh": 67, "easyneg": 67, "sketch": 67, "ugli": 67, "huge": 67, "logo": 67, "monochrom": [67, 93, 96, 106], "bad": 67, "mutat": 67, "horror": 67, "geometri": 67, "bad_prompt": 67, "miss": 67, "finger": 67, "limb": 67, "anatomi": 67, "interlock": 67, "digit": 67, "arm": 67, "2girl": 67, "deform": 67, "artist": 67, "blush": [67, 74, 75, 79, 82], "lipstick": 67, "skindent": 67, "tie": 67, "big_breast": 67, "thighhigh": [67, 74], "pubic_hair": [67, 73], "3d": [67, 91], "realist": 67, "slip": [67, 76], "head_out_of_fram": 67, "curvi": 67, "sampler": 67, "ddim": 67, "cfg": 67, "seed": 67, "3827064803": 67, "512x848": 67, "hash": 67, "eb49192009": 67, "anidosmix": 67, "skip": 67, "new_imag": 67, "let": 67, "what": 67, "nslim_fac": 67, "848": 67, "_sdmeta_text": 67, "directli": 67, "starri": 67, "night": 67, "daylight": 67, "euler": 67, "sd2": 67, "1girl": [67, 72, 73, 74, 75, 76, 79, 80, 81, 82], "blue": 67, "footwear": 67, "shoe": 67, "bang": [67, 73, 74, 79, 82], "indoor": 67, "sleev": 67, "ahog": [67, 73, 74, 75, 79, 82], "dress": [67, 73], "pot": 67, "plant": 67, "bag": [67, 74, 75, 79, 82], "bun": [67, 73], "lora": 67, "bluearchive10": 67, "bluearchiv": 67, "neg1": 67, "dpm": 67, "2m": 67, "sde": 67, "karra": 67, "2647703743": 67, "768x768": 67, "72bd94132e": 67, "cutemix": 67, "strength": 67, "controlnet": 67, "control_v11p_sd15_openpos": 67, "cab727d4": 67, "weight": 67, "perfect": 67, "param": 67, "hire": 67, "upscal": [67, 106], "latent": 67, "ti": 67, "339cc9210f70": 67, "66a7279a88dd": 67, "info": 67, "underli": [67, 85], "sd_meta": 67, "scope": 67, "dst_file": [67, 69], "webp": 67, "systemerror": [67, 69], "input_imag": 67, "output_imag": 67, "a41": 68, "safetensor": 68, "torch": 68, "command": [68, 109], "pip": [68, 109], "_check_env": 68, "model_fil": 68, "key1": 68, "value1": 68, "key2": 68, "value2": 68, "src_model_fil": 68, "dst_model_fil": 68, "new_metadata": 68, "john": 68, "doe": [68, 72, 80, 94, 100], "input_model": 68, "output_model": 68, "softwar": 69, "generation_tim": 69, "dataclass": 69, "encapsul": 69, "taken": 69, "alia": 69, "success": [69, 109], "add_lsb_meta": 69, "save_metainfo": 69, "metainfo": 69, "prefer": 69, "isneti": [70, 106], "get_isnetis_mask": 70, "segment_with_isneti": 70, "segment_rgba_with_isneti": 70, "co": 71, "seg": 71, "1024": [71, 82], "app": 71, "l8": 71, "00ff00": 71, "mask_": 71, "image_": 71, "hutao_seg": 71, "skadi": [71, 74, 75, 79, 82], "skadi_seg": 71, "drop": [72, 73, 74, 79, 81, 82], "cosplai": 72, "no_eyewear": 72, "eyewear": [72, 73], "span": [72, 73], "matter": [72, 73], "red_hair": [72, 73, 80, 81], "use_preset": 72, "custom_blacklist": 72, "onlin": 72, "preset": 72, "ones": 72, "neither": [72, 73], "nor": [72, 73], "anal_hair": 73, "anal_tail": 73, "arm_behind_head": 73, "arm_hair": 73, "arm_under_breast": 73, "arms_behind_head": 73, "bird_on_head": 73, "blood_in_hair": 73, "breasts_on_glass": 73, "breasts_on_head": 73, "cat_on_head": 73, "closed_ey": 73, "clothed_female_nude_femal": 73, "clothed_female_nude_mal": 73, "clothed_male_nude_femal": 73, "clothes_between_breast": 73, "cream_on_fac": 73, "drying_hair": 73, "empty_ey": 73, "face_to_breast": 73, "food_on_fac": 73, "food_on_head": 73, "game_boi": 73, "grabbing_anoth": 73, "s_hair": 73, "grabbing_own_breast": 73, "gun_to_head": 73, "head_between_breast": 73, "heart_in_ey": 73, "multiple_boi": 73, "multiple_girl": 73, "object_on_breast": 73, "object_on_head": 73, "paint_splatter_on_fac": 73, "parted_lip": [73, 74, 75, 79, 82], "penis_on_fac": 73, "person_on_head": 73, "pokemon_on_head": 73, "rabbit_on_head": 73, "rice_on_fac": 73, "severed_head": 73, "star_in_ey": 73, "sticker_on_fac": 73, "tentacles_on_mal": 73, "tying_hair": 73, "built": [73, 85], "mutabl": 73, "constructor": 73, "empti": 73, "hold": [73, 74, 75, 79, 82], "futa": 73, "cum": 73, "rub": 73, "shade": 73, "plai": 73, "drill": 73, "skin": 73, "sidelock": 73, "twintail": [73, 74, 75, 79, 82], "braid": 73, "afro": 73, "bald": 73, "dreadlock": 73, "ponytail": 73, "updo": 73, "beard": 73, "mustach": 73, "pointi": 73, "horn": 73, "tail": 73, "ornament": 73, "hairband": 73, "pupil": 73, "bow": [73, 74, 75], "headwear": 73, "ribbon": [73, 75, 79], "crown": 73, "cap": 73, "hairclip": [73, 79], "mole": 73, "halo": 73, "fluff": 73, "flower": [73, 74, 75, 79, 82], "glass": [73, 76], "fang": 73, "boi": 73, "beret": 73, "heterochromia": 73, "headdress": 73, "eyepatch": 73, "headphon": 73, "eyebrow": 73, "eyelash": 73, "sunglass": 73, "intak": 73, "scrunchi": 73, "ear_pierc": 73, "headband": 73, "ring": 73, "under_mouth": 73, "freckl": 73, "lip": 73, "eyelin": 73, "eyeshadow": 73, "tassel": 73, "whitelist_suffix": 73, "whitelist_prefix": 73, "whitelist_word": 73, "suffix": [73, 78], "pool": 73, "whitelist": 73, "blacklist": [73, 77, 106], "singular": 73, "plural": 73, "chair": 73, "whole": 73, "word": 73, "hear": 73, "72": 73, "outdat": 74, "anymor": 74, "baselin": 74, "practic": 74, "use_real_nam": [74, 79], "general_threshold": [74, 75, 82], "character_threshold": [74, 75, 82], "drop_overlap": [74, 75, 79, 82], "real": [74, 79, 96, 106], "renam": [74, 79], "redirect": [74, 79], "mani": [74, 79], "websit": [74, 79], "rate": [74, 75, 82, 94, 96, 106], "char": [74, 75, 82], "9897817373275757": 74, "question": [74, 75, 82, 94], "010265946388244629": 74, "explicit": [74, 75, 82, 94], "2809715270996094e": 74, "9939777851104736": 74, "5032387375831604": 74, "black_bord": 74, "9943548440933228": 74, "black_glov": [74, 75, 79, 82], "5011609792709351": 74, "blue_ski": [74, 75, 79, 82], "6877802610397339": 74, "5543792843818665": 74, "8268730640411377": 74, "cloud": [74, 75, 79, 82], "8504303693771362": 74, "cowboy_shot": [74, 75, 79, 82], "6008237600326538": 74, "crop_top": [74, 75, 79, 82], "6635787487030029": 74, "dai": [74, 75, 79, 82], "8496965765953064": 74, "glove": [74, 75, 79, 82], "6107005476951599": 74, "hair_between_ey": [74, 75, 79, 82], "668294370174408": 74, "5619469285011292": 74, "holding_baseball_bat": [74, 75, 79, 82], "5141720771789551": 74, "letterbox": 74, "long_hair": [74, 75, 79, 81, 82], "9884189963340759": 74, "looking_at_view": [74, 75, 79, 82], "5673105120658875": 74, "midriff": [74, 75, 79, 82], "6290556192398071": 74, "navel": [74, 75, 79, 82], "9631235003471375": 74, "no_hat": [74, 75, 79], "7978747487068176": 74, "no_headwear": [74, 75, 79, 82], "7577926516532898": 74, "outdoor": [74, 75, 79, 82], "7118550539016724": 74, "5452839136123657": 74, "pillarbox": 74, "9841411709785461": 74, "red_ey": [74, 75, 79, 82], "958786129951477": 74, "shirt": [74, 75, 79, 82], "6720131039619446": 74, "short_sleev": [74, 75, 79, 82], "7077711820602417": 74, "silver_hair": [74, 75, 79], "6673924326896667": 74, "sky": [74, 75, 79, 82], "8709812760353088": 74, "9614333510398865": 74, "sportswear": [74, 75, 79, 82], "7786177396774292": 74, "6842771172523499": 74, "sweat": [74, 75, 79, 82], "9076308012008667": 74, "thigh": [74, 75, 79, 82], "580970823764801": 74, "skadi_": [74, 75, 82], "arknight": [74, 75, 82], "9633345007896423": 74, "9988503456115723": 74, "001651763916015625": 74, "00012505054473876953": 74, "9829280972480774": 74, "894218385219574": 74, "8733789920806885": 74, "backpack": [74, 75, 79, 82], "6322951316833496": 74, "9987058639526367": 74, "bag_charm": [74, 75], "9754379987716675": 74, "6810564994812012": 74, "9708781838417053": 74, "6356008052825928": 74, "5633733868598938": 74, "brick_wal": 74, "5315935611724854": 74, "brown_hair": [74, 75, 79, 82], "9397273659706116": 74, "9229896664619446": 74, "charm_": [74, 75], "9006357789039612": 74, "citi": 74, "9020784497261047": 74, "cityscap": 74, "9547432661056519": 74, "5296419262886047": 74, "8253412246704102": 74, "5619839429855347": 74, "hair_flow": [74, 75, 79, 82], "8277763724327087": 74, "hair_orna": [74, 75, 79, 82], "9356368780136108": 74, "hair_ribbon": [74, 75, 79], "5288072824478149": 74, "jacket": [74, 75, 79, 82], "6336134076118469": 74, "9703260064125061": 74, "8188960552215576": 74, "phone_screen": 74, "9579574465751648": 74, "9954615235328674": 74, "plaid": [74, 75, 79], "9725285172462463": 74, "plaid_skirt": [74, 75, 79], "9638455510139465": 74, "pleated_skirt": [74, 75, 79, 82], "7226815819740295": 74, "5321241021156311": 74, "red_nail": [74, 79], "5493080615997314": 74, "school_bag": [74, 75], "9863407611846924": 74, "school_uniform": [74, 75, 79, 82], "6794284582138062": 74, "5062428116798401": 74, "shoulder_bag": 74, "9325523972511292": 74, "skirt": [74, 75, 79, 82], "92237788438797": 74, "skyscrap": 74, "7728171348571777": 74, "sleeves_past_wrist": [74, 75, 79], "7257086038589478": 74, "smile": [74, 75, 79, 82], "5357837080955505": 74, "6939404010772705": 74, "7054293155670166": 74, "tongu": [74, 75, 79, 82], "9990814924240112": 74, "tongue_out": [74, 75, 79, 82], "9992498755455017": 74, "5012534260749817": 74, "very_long_hair": [74, 75, 79, 81, 82], "7461410164833069": 74, "lagpixellol": 75, "deepgelbooru_onnx": 75, "categori": [75, 90, 98], "dim": [75, 82], "9986732006072998": 75, "0013858973979949951": 75, "315376281738281e": 75, "9972434639930725": 75, "basebal": [75, 82], "5982598662376404": 75, "baseball_bat": [75, 79, 82], "6429562568664551": 75, "bike_short": 75, "36296138167381287": 75, "8308937549591064": 75, "black_shirt": [75, 79, 82], "7388008832931519": 75, "6039759516716003": 75, "30909663438796997": 75, "9694308042526245": 75, "6422968506813049": 75, "5898381471633911": 75, "8145260810852051": 75, "652222216129303": 75, "dolphin_short": 75, "466494083404541": 75, "7183809280395508": 75, "6753682494163513": 75, "7302790880203247": 75, "6649775505065918": 75, "large_breast": [75, 79, 82], "8446108102798462": 75, "98187655210495": 75, "8140730857849121": 75, "6360533833503723": 75, "9635934829711914": 75, "33370012044906616": 75, "44239571690559387": 75, "7891374826431274": 75, "6471294164657593": 75, "9958090782165527": 75, "8736815452575684": 75, "872096061706543": 75, "5640895366668701": 75, "5049663186073303": 75, "8832778930664062": 75, "9687467813491821": 75, "sports_bra": 75, "3659853935241699": 75, "9309735298156738": 75, "49939480423927307": 75, "stomach": [75, 79, 82], "446407288312912": 75, "809670090675354": 75, "6560589075088501": 75, "47956040501594543": 75, "9832853674888611": 75, "9994162321090698": 75, "0008397102355957031": 75, "00035390257835388184": 75, "9926226139068604": 75, "899387001991272": 75, "34215790033340454": 75, "5701972246170044": 75, "9512913227081299": 75, "6664570569992065": 75, "5614628791809082": 75, "33615976572036743": 75, "5770801305770874": 75, "987317681312561": 75, "37286585569381714": 75, "cardigan": [75, 79], "36409223079681396": 75, "7329680919647217": 75, "collared_shirt": [75, 79], "5924292206764221": 75, "4344901144504547": 75, "7465001344680786": 75, "5225946307182312": 75, "6976451873779297": 75, "9265321493148804": 75, "34527891874313354": 75, "6675043106079102": 75, "9096828699111938": 75, "long_sleev": [75, 79, 82], "41341525316238403": 75, "8418735265731812": 75, "miniskirt": [75, 79], "3675632178783417": 75, "nail_polish": [75, 79], "5284417867660522": 75, "open_cloth": [75, 79], "30296844244003296": 75, "48789578676223755": 75, "36596980690956116": 75, "7759367227554321": 75, "6535028219223022": 75, "8975257873535156": 75, "36911237239837646": 75, "4171145558357239": 75, "3942635953426361": 75, "6772940754890442": 75, "9397937655448914": 75, "5207280516624451": 75, "4673041105270386": 75, "9118321537971497": 75, "9967410564422607": 75, "9970728158950806": 75, "8419480323791504": 75, "6489560604095459": 75, "white_shirt": [75, 79], "6217572689056396": 75, "underscor": [76, 82], "convent": 76, "restor": [76, 106], "use_spac": 76, "use_escap": 76, "include_scor": 76, "score_descend": 76, "_": 76, "escap": 76, "unsaf": 76, "sort": [76, 80], "descend": 76, "panty_pul": 76, "6826801300048828": 76, "958938717842102": 76, "drinking_glass": 76, "9340789318084717": 76, "areola_slip": 76, "41196826100349426": 76, "9988248348236084": 76, "drink": 76, "pull": 76, "areola": 76, "999": 76, "959": 76, "934": 76, "683": 76, "412": 76, "mldanbooru": [77, 106], "get_mldanbooru_tag": 77, "wd14": [77, 79, 106], "get_wd14_tag": [77, 79], "convert_wd14_emb_to_predict": 77, "denormalize_wd14_emb": 77, "deepdanbooru": [77, 79, 106], "get_deepdanbooru_tag": [77, 79], "deepgelbooru": [77, 106], "get_deepgelbooru_tag": 77, "add_underlin": 77, "remove_underlin": 77, "tags_to_text": 77, "drop_overlap_tag": 77, "is_blacklist": 77, "drop_blacklisted_tag": 77, "char_whitelist_suffix": 77, "char_whitelist_prefix": 77, "char_whitelist_word": 77, "char_suffix": 77, "char_prefix": 77, "charactertagpool": 77, "is_basic_character_tag": 77, "drop_basic_character_tag": 77, "sort_tag": 77, "tag_match_suffix": 77, "tag_match_prefix": 77, "tag_match_ful": 77, "t1": 78, "t2": 78, "fulli": 78, "ml": 79, "448": 79, "keep_ratio": 79, "9999984502792358": [79, 101], "9999946355819702": 79, "9994951486587524": 79, "998144268989563": 79, "9978417158126831": 79, "9941409230232239": 79, "9799384474754333": 79, "979142427444458": 79, "961823582649231": 79, "961323618888855": 79, "9490893483161926": 79, "9450850486755371": 79, "9425153136253357": 79, "9409335255622864": 79, "9319437146186829": 79, "9265308976173401": 79, "9259042143821716": 79, "922250509262085": 79, "9199565052986145": 79, "9175475835800171": 79, "9102761745452881": 79, "9076938629150391": 79, "9052775502204895": 79, "8938589692115784": 79, "8894285559654236": 79, "8891903162002563": 79, "8845980763435364": 79, "8842408061027527": 79, "8659475445747375": 79, "862621009349823": 79, "8616052865982056": 79, "8562789559364319": 79, "short_short": [79, 82], "8555729389190674": 79, "8533340096473694": 79, "black_short": [79, 82], "8477485775947571": 79, "8430152535438538": 79, "tied_long_hair": [79, 82], "8340626955032349": 79, "crop_top_overhang": 79, "8266023397445679": 79, "8222048282623291": 79, "8202669620513916": 79, "8061150312423706": 79, "ass_visible_through_thigh": [79, 82], "7803354859352112": 79, "thigh_gap": [79, 82], "7789446711540222": 79, "arms_up": 79, "7052110433578491": 79, "9999866485595703": 79, "997043788433075": 79, "9969649910926819": 79, "9957101345062256": 79, "9928386807441711": 79, "9886980056762695": 79, "9864778518676758": 79, "ghost": [79, 82], "9769423007965088": 79, "9747489094734192": 79, "9736957550048828": 79, "9388670325279236": 79, "9356311559677124": 79, "91000896692276": 79, "8955123424530029": 79, "8910233378410339": 79, "8904104828834534": 79, "8881211280822754": 79, "8876776695251465": 79, "8864808678627014": 79, "8810517191886902": 79, "8798807263374329": 79, "8765745162963867": 79, "8737136125564575": 79, "8650439381599426": 79, "8613706827163696": 79, "blue_cardigan": 79, "8571277260780334": 79, "8333670496940613": 79, "8160212635993958": 79, "eyebrows_visible_through_hair": 79, "8122442364692688": 79, "8091571927070618": 79, "8082079887390137": 79, "8048468232154846": 79, "8042327165603638": 79, "7984272241592407": 79, "blazer": [79, 82], "794708251953125": 79, "78981614112854": 79, "7892146110534668": 79, "shaped_pupil": [79, 82], "7867060899734497": 79, "gradient_hair": 79, "786359965801239": 79, "7790888547897339": 79, "brown_skirt": 79, "7760675549507141": 79, "774523913860321": 79, "7721588015556335": 79, "7697228789329529": 79, "755959689617157": 79, "multicolored_hair": 79, "7477189898490906": 79, "7476690411567688": 79, "rail": 79, "7476617693901062": 79, "blue_jacket": 79, "7458406090736389": 79, "741143524646759": 79, "7364678978919983": 79, "7193643450737": 79, "red_neckwear": 79, "7108616828918457": 79, "7086325287818909": 79, "7055293321609497": 79, "7039415836334229": 79, "7018357515335083": 79, "shuffl": 80, "count": [80, 107, 108], "2boi": 80, "cat_ear": 80, "uniqu": 80, "8849405313291128": 81, "8548297594823425": 81, "03910296474461261": 81, "6615180440330748": 81, "21552028866308015": 81, "3165260620737027": 81, "47744464927382957": 81, "tagger": 82, "smilingwolf": 82, "wd": 82, "swinv2_v3": 82, "general_mcut_en": 82, "character_mcut_en": 82, "no_underlin": 82, "mcut": 82, "replac": 82, "index": [82, 109], "follw": 82, "valuabl": 82, "enabl": 82, "rapid": 82, "queri": 82, "0011444687843322754": 82, "8876402974128723": 82, "106781005859375": 82, "000277101993560791": 82, "997527003288269": 82, "9797663688659668": 82, "9905703663825989": 82, "9761719703674316": 82, "8981098532676697": 82, "8810765743255615": 82, "9498510360717773": 82, "8377365469932556": 82, "945058286190033": 82, "9457170367240906": 82, "969594419002533": 82, "7881088852882385": 82, "7687551379203796": 82, "9301245212554932": 82, "6703325510025024": 82, "white_hair": 82, "5292627811431885": 82, "8677047491073608": 82, "grey_hair": 82, "5859264731407166": 82, "9536856412887573": 82, "8056888580322266": 82, "8394746780395508": 82, "9473626613616943": 82, "8986269235610962": 82, "9385137557983398": 82, "8408567905426025": 82, "alternate_costum": 82, "4245271384716034": 82, "931140661239624": 82, "8830795884132385": 82, "7279844284057617": 82, "artist_nam": 82, "5333830714225769": 82, "64717698097229": 82, "9516432285308838": 82, "9655293226242065": 82, "9485014081001282": 82, "7366660833358765": 82, "7161656618118286": 82, "5858667492866516": 82, "6186309456825256": 82, "41193312406539917": 82, "467605859041214": 82, "36282333731651306": 82, "3756745457649231": 82, "motion_blur": 82, "5091936588287354": 82, "951993465423584": 82, "5634750723838806": 82, "8232709169387817": 82, "9869340658187866": 82, "49491602182388306": 82, "5193622708320618": 82, "003406703472137451": 82, "0007208287715911865": 82, "9798132181167603": 82, "8046203851699829": 82, "7596215009689331": 82, "7620116472244263": 82, "46084529161453247": 82, "48454540967941284": 82, "5152207016944885": 82, "8023070096969604": 82, "8653596639633179": 82, "7201820611953735": 82, "7816740870475769": 82, "697688639163971": 82, "8974947333335876": 82, "7491052746772766": 82, "5015512704849243": 82, "6401398181915283": 82, "43420469760894775": 82, "4528769850730896": 82, "5730487704277039": 82, "6739872694015503": 82, "5545973181724548": 82, "6946243047714233": 82, "5487751364707947": 82, "7439308166503906": 82, "4186026453971863": 82, "47378358244895935": 82, "4690653085708618": 82, "7565015554428101": 82, "hu_tao_": 82, "genshin_impact": 82, "9262397289276123": 82, "boo_tao_": 82, "942080020904541": 82, "denorm": 82, "denormalizer_nam": 82, "mnum2_al": 82, "understand": 82, "redund": 82, "structur": [82, 106], "b": 82, "r": [82, 94, 100], "c": 82, "linalg": 82, "norm": 82, "approx": [82, 83], "1e": 82, "cdc_anime_onnx": 83, "realli": 83, "As": [83, 94, 100], "1024x1024": 83, "2060": 83, "gpu": 83, "cost": 83, "cpu": [83, 88, 107, 108], "experi": 83, "hgsr": 83, "mhr": 83, "aug_x4_320": 83, "cute_waifu_aroma": 83, "pngimageplugin": 83, "pngimagefil": 83, "1168x1168": 83, "0x7f0e8ca06880": 83, "4672x4672": 83, "0x7f0e48edb640": 83, "cdc": [84, 106], "upscale_with_cdc": 84, "lru_cach": 85, "wrap": 85, "synchron": 85, "prevent": 85, "race": 85, "condit": 85, "maxsiz": 85, "expensive_funct": 85, "expens": 85, "lock": [85, 105], "safeti": [85, 102], "multithread": 85, "my_funct": 85, "introduc": 85, "acquisit": 85, "critic": 85, "mathemat": 86, "activ": 86, "deep": 86, "problem": [86, 94, 100], "input_valu": 86, "frac": 86, "26894142": 86, "73105858": 86, "ts_lru_cach": 87, "get_onnx_provid": 87, "open_onnx_model": 87, "cudaexecutionprovid": 88, "cpuexecutionprovid": 88, "ckpt": 88, "inferencesess": 88, "onnx_mod": 88, "decid": 88, "linux": [88, 107, 108], "execut": [88, 107, 108], "ignor": 88, "cuda": [88, 107, 108], "forc": 88, "anime_ai_check": 89, "mobilenetv3_sce_dist": [89, 100, 104], "mainli": 89, "caformer_s36_plus_sc": 89, "graph": 89, "9996960163116455": 89, "9999125003814697": 89, "997803270816803": 89, "9960069060325623": 89, "9887709021568298": 89, "9998629093170166": 89, "0013722758740186691": 89, "00020673229300882667": 89, "0001895089662866667": 89, "0008857478387653828": 89, "552320024231449e": 89, "001168627175502479": 89, "bangumi": [90, 91], "vision": 90, "imageri": 90, "bangumi_char_typ": 90, "definit": [90, 97], "video": 90, "secondari": 90, "often": 90, "lack": 90, "lead": 90, "under": [90, 109], "three": 90, "judg": 90, "anime_portrait": [90, 96], "mobilenetv3_v0_dist": [90, 99, 103, 104], "9998525381088257": 90, "00012103465269319713": 90, "6464786313008517e": 90, "906112609314732e": 90, "06": [90, 91, 93, 98, 99, 100, 101, 103], "9997243285179138": 90, "0002490800397936255": 90, "7215803381986916e": 90, "354368557978887e": 90, "9998849630355835": 90, "90006631379947e": 90, "3920385754317977e": 90, "2084233276254963e": 90, "9998877048492432": 90, "732793503440917e": 90, "4264976925915107e": 90, "0623419257171918e": 90, "07076334953308105": 90, "9290977716445923": 90, "0001044218079186976": 90, "4467317163944244e": 90, "2568268832401372e": 90, "9999498128890991": 90, "1810528778587468e": 90, "879474429093534e": 90, "260669109295122e": 90, "9999510049819946": 90, "2321036592766177e": 90, "025227553938748e": 90, "4251427273848094e": 90, "999957799911499": 90, "4273678718600422e": 90, "6884023302263813e": 90, "880981603288092e": 90, "0002326338435523212": 90, "9996368885040283": 90, "164971561403945e": 90, "00020793956355191767": 90, "13438372313976288": 90, "8652494549751282": 90, "000158855298650451": 90, "000238816806813702": 90, "3589179217815399": 90, "6406960487365723": 90, "0001471740542910993": 90, "002255884697660804": 90, "08208147436380386": 90, "9152728915214539": 90, "00038967153523117304": 90, "227699592884164e": 90, "0835404282261152e": 90, "1437502406770363e": 90, "9999284744262695": 90, "2125529792683665e": 90, "0218892384727951e": 90, "00011914174683624879": 90, "9998584985733032": 90, "2007669283775613e": 90, "6357082131435163e": 90, "3068713896209374e": 90, "9999185800552368": 90, "066640925273532e": 90, "529400813335087e": 90, "089402500540018e": 90, "9999388456344604": 90, "6406959295272827": 90, "not_paint": 91, "anime_classif": 91, "older": 91, "mobilenetv3_v1": [91, 101], "5_dist": 91, "3_dist": 91, "plot": [91, 94, 100, 104], "caformer_s36_v1": 91, "3_focal": 91, "8346158862113953": 91, "004201625939458609": 91, "0028638991061598063": 91, "15633030235767365": 91, "001988308737054467": 91, "9868855476379395": 91, "001178382197394967": 91, "00015886101755313575": 91, "0005986307514831424": 91, "011178601533174515": 91, "9933090209960938": 91, "0012440024875104427": 91, "00040085514774546027": 91, "004924307577311993": 91, "00012189441622467712": 91, "00031298911198973656": 91, "9968050718307495": 91, "182305903872475e": 91, "0027923565357923508": 91, "7805559259140864e": 91, "0004650334012694657": 91, "996709942817688": 91, "736721191671677e": 91, "0027629584074020386": 91, "4619508621981367e": 91, "0003803370927926153": 91, "998649537563324": 91, "190127922105603e": 91, "0008622839814051986": 91, "595230686594732e": 91, "0004573142796289176": 91, "00031435859273187816": 91, "8671838641166687": 91, "13199880719184875": 91, "563074617180973e": 91, "153919796110131e": 91, "290010737255216e": 91, "9727378487586975": 91, "027150526642799377": 91, "162296004826203e": 91, "4933258828241378e": 91, "0004275702522136271": 91, "995402455329895": 91, "002233930164948106": 91, "001911122351884842": 91, "1603819727897644": 91, "0007561995880678296": 91, "00017044576816260815": 91, "838487982749939": 91, "0002034590725088492": 91, "005001617129892111": 91, "000932251859921962": 91, "009352140128612518": 91, "9846979379653931": 91, "6018555470509455e": 91, "004064667969942093": 91, "464051254326478e": 91, "025772539898753166": 91, "9699516296386719": 91, "00011656546121230349": 91, "287263775244355e": 91, "370255853951676e": 91, "01098843663930893": 91, "0031668643932789564": 91, "9857884049415588": 91, "499273488065228e": 91, "8419872251106426e": 91, "0003471920208539814": 91, "029472889378666878": 91, "9700765609741211": 91, "0012387704337015748": 91, "001172148622572422": 91, "787473391043022e": 91, "003680602880194783": 91, "9938107132911682": 91, "8346157073974609": 91, "8671836853027344": 91, "8384883403778076": 91, "9846979975700378": 91, "9700766801834106": 91, "greyscal": 92, "jpeg_ful": [92, 105], "6125901": 92, "6125785": [92, 105], "6124220": 92, "rough": [93, 94, 100], "polish": 93, "mobilenetv3_v2": 93, "2_dist": [93, 101], "910087929805741e": 93, "1241951510310173": 93, "8757457137107849": 93, "00018937293498311192": 93, "030049214139580727": 93, "9697614312171936": 93, "008933082222938538": 93, "05096456781029701": 93, "9401022791862488": 93, "009832272306084633": 93, "9898634552955627": 93, "00030428936588577926": 93, "013919820077717304": 93, "9819902181625366": 93, "004089969675987959": 93, "04166747257113457": 93, "9582782983779907": 93, "4218515288084745e": 93, "8849249482154846": 93, "1149177998304367": 93, "0001573085755808279": 93, "9907882809638977": 93, "008958994410932064": 93, "0002527958422433585": 93, "9831690788269043": 93, "01682441122829914": 93, "613856385229155e": 93, "8757458329200745": 93, "8849248290061951": 93, "million": 94, "anime_r": [94, 96], "boundari": [94, 100], "challeng": [94, 100], "clean": [94, 100], "judgment": [94, 100], "intend": [94, 100], "quick": [94, 100, 106], "estim": [94, 100], "basi": [94, 100], "mobilenetv3_large_100_v0_ls0": 94, "caformer_s36_v0_ls0": 94, "7508869767189026": 94, "7034655809402466": 94, "728887677192688": 94, "7404400110244751": 94, "7446154952049255": 94, "7514738440513611": 94, "768704354763031": 94, "8219676613807678": 94, "7267540693283081": 94, "7645740509033203": 94, "7216582894325256": 94, "7615436315536499": 94, "815083920955658": 94, "8321858644485474": 94, "8204999566078186": 94, "820833146572113": 94, "chdir": 94, "doc": 94, "api_doc": 94, "7508870363235474": 94, "11212056130170822": 94, "06781744956970215": 94, "06917501986026764": 94, "7034654021263123": 94, "15903906524181366": 94, "06688199192285538": 94, "07061357796192169": 94, "7288877964019775": 94, "1476859599351883": 94, "060362350195646286": 94, "06306383013725281": 94, "7404399514198303": 94, "10337048768997192": 94, "08087948709726334": 94, "07530999928712845": 94, "055992450565099716": 94, "7446154356002808": 94, "13191790878772736": 94, "06747424602508545": 94, "06458679586648941": 94, "10566363483667374": 94, "07827574014663696": 94, "07079866528511047": 94, "7687042951583862": 94, "09974884241819382": 94, "06074819341301918": 94, "050435908138751984": 94, "8219675421714783": 94, "0593985915184021": 94, "06819795072078705": 94, "06569571048021317": 94, "1177448257803917": 94, "726753830909729": 94, "08980562537908554": 94, "06481882929801941": 94, "06922297924757004": 94, "10138414055109024": 94, "06351721286773682": 94, "07683827728033066": 94, "13798624277114868": 94, "05942752957344055": 94, "10584963858127594": 94, "7615437507629395": 94, "07317910343408585": 94, "060196295380592346": 94, "06751583516597748": 94, "0572039857506752": 94, "05398125201463699": 94, "06124086305499077": 94, "0525919646024704": 94, "8321859240531921": 94, "05922013148665428": 94, "06274889409542084": 94, "057530902326107025": 94, "8205001354217529": 94, "05683052912354469": 94, "06635929644107819": 94, "05597696080803871": 94, "8208332657814026": 94, "non_furri": 95, "mobilenetv3_v0": 95, "1_dist": 95, "9898804426193237": 95, "010119626298546791": 95, "9677742123603821": 95, "032225821167230606": 95, "959551215171814": 95, "040448784828186035": 95, "9535530209541321": 95, "04644693806767464": 95, "04358793422579765": 95, "9564120769500732": 95, "02767963521182537": 95, "9723203182220459": 95, "028900373727083206": 95, "9710996150970459": 95, "037573859095573425": 95, "9624261260032654": 95, "aicheck": [96, 106], "get_ai_created_scor": 96, "is_ai_cr": 96, "bangumi_char": [96, 106], "anime_bangumi_char_scor": 96, "anime_bangumi_char": 96, "anime_classify_scor": 96, "anime_classifi": 96, "is_greyscal": 96, "anime_completeness_scor": 96, "anime_complet": 96, "dbrate": [96, 106], "anime_dbrating_scor": 96, "anime_dbr": 96, "furri": [96, 106], "anime_furry_scor": 96, "anime_furri": 96, "get_monochrome_scor": 96, "is_monochrom": 96, "nsfw_pred_scor": 96, "nsfw_pred": 96, "portrait": [96, 106], "anime_portrait_scor": 96, "anime_rating_scor": 96, "anime_real_scor": 96, "safe_check_scor": 96, "safe_check": 96, "style_ag": [96, 106], "anime_style_age_scor": 96, "anime_style_ag": 96, "teen": [96, 106], "anime_teen_scor": 96, "anime_teen": 96, "is_truncated_fil": 96, "screen": 97, "row": 97, "bottom": 97, "grayscal": 97, "monochrome_detect": 97, "mobilenetv3_large_100_dist_safe2": 97, "mobilenetv3_dist": 97, "caformer_s36": 97, "mono": 97, "9614395499229431": 97, "9458909034729004": 97, "9559807777404785": 97, "9651952981948853": 97, "9379720687866211": 97, "8814834356307983": 97, "03941023349761963": 97, "07492382079362869": 97, "09546589106321335": 97, "016521310433745384": 97, "005693843588232994": 97, "0315730981528759": 97, "Not": 98, "five": 98, "hentai": 98, "neutral": 98, "porn": 98, "sexi": 98, "infinit": 98, "nsfwj": 98, "tfj": 98, "mobil": 98, "9970946311950684": 98, "00198739324696362": 98, "000894528697244823": 98, "4315058251668233e": 98, "099447197513655e": 98, "9282580614089966": 98, "061733175069093704": 98, "008979619480669498": 98, "0007789491210132837": 98, "0002501663693692535": 98, "7945129871368408": 98, "2044062316417694": 98, "0005603990866802633": 98, "0004847997915931046": 98, "564094367902726e": 98, "7977773547172546": 98, "01352313905954361": 98, "18791256844997406": 98, "0004888656549155712": 98, "00029804420773871243": 98, "04498734697699547": 98, "9509441256523132": 98, "4087972633424215e": 98, "003999904729425907": 98, "4542059185914695e": 98, "002892113756388426": 98, "982390284538269": 98, "02520776737947e": 98, "014633022248744965": 98, "858086610212922e": 98, "002532319398596883": 98, "9887337684631348": 98, "231979568838142e": 98, "008699454367160797": 98, "8187158022774383e": 98, "03564726561307907": 98, "954788088798523": 98, "343036850215867e": 98, "009289607405662537": 98, "00020158555707894266": 98, "006372362840920687": 98, "006019102409482002": 98, "9694945812225342": 98, "015214097686111927": 98, "002899901708588004": 98, "0004039364866912365": 98, "00012730166781693697": 98, "987038791179657": 98, "007135333959013224": 98, "005294707603752613": 98, "06964848190546036": 98, "0014777459437027574": 98, "9276643395423889": 98, "0003031621454283595": 98, "0009063396137207747": 98, "00028707628371194005": 98, "00010888021643040702": 98, "9992460012435913": 98, "00015473493840545416": 98, "0002033217460848391": 98, "563037691696081e": 98, "008058490231633186": 98, "00044566826545633376": 98, "937960684299469": 98, "05353058874607086": 98, "364063445587817e": 98, "00562260951846838": 98, "00012077406427124515": 98, "9897090792655945": 98, "004547217860817909": 98, "564737981942017e": 98, "016690678894519806": 98, "001258736359886825": 98, "9766013622283936": 98, "005440687295049429": 98, "4481674952548929e": 98, "01861923187971115": 98, "0008914825739338994": 98, "9674761295318604": 98, "012998746708035469": 98, "691116141155362e": 98, "0007601747056469321": 98, "0005019629606977105": 98, "039504989981651306": 98, "9591660499572754": 98, "0001652583305258304": 98, "0002614929690025747": 98, "020374108105897903": 98, "029394468292593956": 98, "9498046040534973": 98, "00016299057460855693": 98, "004782819654792547": 98, "002861740067601204": 98, "12280157208442688": 98, "8693908452987671": 98, "0001731760276015848": 98, "304211274255067e": 98, "03286275267601013": 98, "010648751631379128": 98, "9562522172927856": 98, "999900221824646": 99, "645313209854066e": 99, "3387104445428122e": 99, "9999704360961914": 99, "4465465685352683e": 99, "071506166132167e": 99, "9999785423278809": 99, "512719154561637e": 99, "292278612818336e": 99, "919455750496127e": 99, "9999444484710693": 99, "3647335082350764e": 99, "0555699191172607e": 99, "9999880790710449": 99, "3210242286731955e": 99, "7451418898417614e": 99, "9999822378158569": 99, "2084267331811134e": 99, "7460413321023225e": 99, "1532473820352607e": 99, "9999996423721313": 99, "0316136922483565e": 99, "840229633236049e": 99, "9999998807907104": [99, 100], "736660568800289e": 99, "199210472208506e": 99, "9999992847442627": 99, "r15": 100, "r18": 100, "sankaku": 100, "mobilenetv3_v1_pruned_ls0": 100, "caformer_s36_plu": [100, 104], "5863172936624323e": 100, "480062353375615e": 100, "9924363493919373": 100, "007255776319652796": 100, "0003077814180869609": 100, "996969997882843": 100, "0030054834205657244": 100, "4601260520284995e": 100, "9966891407966614": 100, "003293127752840519": 100, "770909148035571e": 100, "00025384966284036636": 100, "9996721744537354": 100, "399192691082135e": 100, "973351603141055e": 100, "9998563528060913": 100, "391309580067173e": 100, "0018681309884414077": 100, "9827859997749329": 100, "015345841646194458": 100, "013710384257137775": 100, "8339558839797974": 100, "15233369171619415": 100, "951323833462084e": 100, "00029566374723799527": 100, "9997004270553589": 100, "00018434497178532183": 100, "568440272123553e": 100, "9997699856758118": 100, "11225129129889e": 100, "051862899563275e": 100, "9999485015869141": 100, "902020231791539e": 100, "0005639699520543218": 100, "9994290471076965": 100, "anime_real_cl": 101, "4_dist": 101, "9999716281890869": 101, "8398366339388303e": 101, "9992202520370483": 101, "0007797438884153962": 101, "9999709129333496": 101, "905452492996119e": 101, "9999765157699585": 101, "3499671442550607e": 101, "9994087219238281": 101, "0005913018831051886": 101, "9999759197235107": 101, "4061362637439743e": 101, "9999052286148071": 101, "475799015490338e": 101, "403173675702419e": 101, "5848207794988411e": 101, "0010207017185166478": 101, "9989792704582214": 101, "2124368115328252e": 101, "9999977350234985": 101, "6512358342879452e": 101, "9999834299087524": 101, "359853614412714e": 101, "9999936819076538": 101, "600314317329321e": 101, "9999840259552002": 101, "5589323083986528e": 101, "9999843835830688": 101, "5513256585109048e": 101, "9999845027923584": 101, "pollut": 102, "shit": 102, "checker": 102, "mobilenet": 102, "v2": 102, "max_batch_s": 102, "1970": 103, "1980": 103, "1990": 103, "2000": 103, "2010": 103, "2015": 103, "2020": 103, "ag": 103, "9805465340614319": 103, "761269782553427e": 103, "0005044879508204758": 103, "01569165475666523": 103, "002850610064342618": 103, "00037849770160391927": 103, "9434612113400362e": 103, "053497342392802e": 103, "9992554783821106": 103, "0006490182713605464": 103, "8857468805654207e": 103, "317252262353577e": 103, "314484721769986e": 103, "0750001138148946e": 103, "706833609205205e": 103, "00034479793976061046": 103, "9995512366294861": 103, "391363472677767e": 103, "4607510820496827e": 103, "0679690351244062e": 103, "661913514311891e": 103, "757471131393686e": 103, "0744897230761126e": 103, "76177470368566e": 103, "9996387958526611": 103, "160279296338558e": 103, "00013228354509919882": 103, "1361367038916796e": 103, "464057489414699e": 103, "2412899599876255e": 103, "703883653040975e": 103, "127358498517424e": 103, "9973921775817871": 103, "0022309015039354563": 103, "00018872201326303184": 103, "780902943617548e": 103, "422096920578042e": 103, "638929097680375e": 103, "152203023797483e": 103, "00028818511054851115": 103, "9996094107627869": 103, "58777353237383e": 103, "9200742826797068e": 103, "00017117452807724476": 103, "518441947875544e": 103, "885544381570071e": 103, "4389253010449465e": 103, "1696006772108376e": 103, "9996393918991089": 103, "contenti": 104, "safe_teen": 104, "non_teen": 104, "caformer_s36_v0": 104, "9998493194580078": 104, "0378791052498855e": 104, "00012023092131130397": 104, "9790042638778687": 104, "0017522255657240748": 104, "01924353837966919": 104, "9998124241828918": 104, "19778298237361e": 104, "0001456339523429051": 104, "0008521362324245274": 104, "9989691972732544": 104, "00017870066221803427": 104, "0992944781901315e": 104, "9994398951530457": 104, "0004991036257706583": 104, "2035720727872103e": 104, "9994019269943237": 104, "0005460577667690814": 104, "0478151529678144e": 104, "524079147609882e": 104, "999934196472168": 104, "786742884898558e": 104, "653994154883549e": 104, "9998156428337097": 104, "0001218809193233028": 104, "00013706681784242392": 104, "9997410178184509": 104, "jpeg_trunc": 105, "2216614_truncat": 105, "imagefil": 105, "load_truncated_imag": 105, "ascii": 106, "metric": 106, "list_det_model": 106, "list_rec_model": 106, "sd": 106, "tag": 106, "platform": [107, 108], "shutil": [107, 108], "cpuinfo": [107, 108], "psutil": [107, 108], "hbutil": [107, 108], "size_to_bytes_str": [107, 108], "python_implement": [107, 108], "python_vers": [107, 108], "brand": [107, 108], "get_cpu_info": [107, 108], "brand_raw": [107, 108], "cpu_count": [107, 108], "freq": [107, 108], "cpu_freq": [107, 108], "mhz": [107, 108], "virtual_memori": [107, 108], "precis": [107, 108], "ye": [107, 108], "nvidia": [107, 108], "smi": [107, 108], "1021": [107, 108], "azur": [107, 108], "x86_64": [107, 108], "glibc2": [107, 108], "cpython": [107, 108], "amd": [107, 108], "epyc": [107, 108], "7763": [107, 108], "3094": 107, "75625": 107, "615": [107, 108], "gib": [107, 108], "deploi": [107, 108], "action": [107, 108], "2980": 108, "3205000000003": 108, "imgutil": 109, "pypi": 109, "simpli": 109, "newest": 109, "git": 109, "script": 109, "__name__": 109, "__main__": 109, "narugo1992": 109, "still": 109, "out": 109, "io": 109, "html": 109, "faq": 110}, "objects": {"imgutils": [[1, 0, 0, "-", "ascii"], [2, 0, 0, "-", "config"], [9, 0, 0, "-", "data"], [19, 0, 0, "-", "detect"], [26, 0, 0, "-", "edge"], [32, 0, 0, "-", "generic"], [36, 0, 0, "-", "metadata"], [41, 0, 0, "-", "metrics"], [45, 0, 0, "-", "ocr"], [49, 0, 0, "-", "operate"], [53, 0, 0, "-", "pose"], [56, 0, 0, "-", "preprocess"], [61, 0, 0, "-", "resource"], [63, 0, 0, "-", "restore"], [66, 0, 0, "-", "sd"], [70, 0, 0, "-", "segment"], [77, 0, 0, "-", "tagging"], [84, 0, 0, "-", "upscale"], [87, 0, 0, "-", "utils"], [96, 0, 0, "-", "validate"]], "imgutils.ascii": [[0, 0, 0, "-", "drawing"]], "imgutils.ascii.drawing": [[0, 1, 1, "", "ascii_drawing"]], "imgutils.config": [[3, 0, 0, "-", "meta"]], "imgutils.config.meta": [[3, 2, 1, "", "__AUTHOR_EMAIL__"], [3, 2, 1, "", "__AUTHOR__"], [3, 2, 1, "", "__DESCRIPTION__"], [3, 2, 1, "", "__TITLE__"], [3, 2, 1, "", "__VERSION__"]], "imgutils.data": [[4, 0, 0, "-", "background"], [5, 0, 0, "-", "blob"], [6, 0, 0, "-", "decode"], [7, 0, 0, "-", "encode"], [8, 0, 0, "-", "image"], [10, 0, 0, "-", "layer"], [11, 0, 0, "-", "url"]], "imgutils.data.background": [[4, 1, 1, "", "grid_background"], [4, 1, 1, "", "grid_transparent"]], "imgutils.data.blob": [[5, 1, 1, "", "is_valid_image_blob_url"], [5, 1, 1, "", "load_image_from_blob_url"], [5, 1, 1, "", "to_blob_url"]], "imgutils.data.decode": [[6, 1, 1, "", "rgb_decode"]], "imgutils.data.encode": [[7, 1, 1, "", "rgb_encode"]], "imgutils.data.image": [[8, 1, 1, "", "has_alpha_channel"], [8, 1, 1, "", "load_image"], [8, 1, 1, "", "load_images"]], "imgutils.data.layer": [[10, 1, 1, "", "istack"]], "imgutils.data.url": [[11, 1, 1, "", "download_image_from_url"], [11, 1, 1, "", "is_http_url"]], "imgutils.detect": [[12, 0, 0, "-", "booru_yolo"], [13, 0, 0, "-", "censor"], [14, 0, 0, "-", "eye"], [15, 0, 0, "-", "face"], [16, 0, 0, "-", "halfbody"], [17, 0, 0, "-", "hand"], [18, 0, 0, "-", "head"], [20, 0, 0, "-", "nudenet"], [21, 0, 0, "-", "person"], [22, 0, 0, "-", "similarity"], [23, 0, 0, "-", "text"], [24, 0, 0, "-", "visual"]], "imgutils.detect.booru_yolo": [[12, 1, 1, "", "detect_with_booru_yolo"]], "imgutils.detect.censor": [[13, 1, 1, "", "detect_censors"]], "imgutils.detect.eye": [[14, 1, 1, "", "detect_eyes"]], "imgutils.detect.face": [[15, 1, 1, "", "detect_faces"]], "imgutils.detect.halfbody": [[16, 1, 1, "", "detect_halfbody"]], "imgutils.detect.hand": [[17, 1, 1, "", "detect_hands"]], "imgutils.detect.head": [[18, 1, 1, "", "detect_heads"]], "imgutils.detect.nudenet": [[20, 1, 1, "", "detect_with_nudenet"]], "imgutils.detect.person": [[21, 1, 1, "", "detect_person"]], "imgutils.detect.similarity": [[22, 1, 1, "", "bboxes_similarity"], [22, 1, 1, "", "calculate_iou"], [22, 1, 1, "", "detection_similarity"]], "imgutils.detect.text": [[23, 1, 1, "", "detect_text"]], "imgutils.detect.visual": [[24, 1, 1, "", "detection_visualize"]], "imgutils.edge": [[25, 0, 0, "-", "canny"], [27, 0, 0, "-", "lineart"], [28, 0, 0, "-", "lineart_anime"]], "imgutils.edge.canny": [[25, 1, 1, "", "edge_image_with_canny"], [25, 1, 1, "", "get_edge_by_canny"]], "imgutils.edge.lineart": [[27, 1, 1, "", "edge_image_with_lineart"], [27, 1, 1, "", "get_edge_by_lineart"]], "imgutils.edge.lineart_anime": [[28, 1, 1, "", "edge_image_with_lineart_anime"], [28, 1, 1, "", "get_edge_by_lineart_anime"]], "imgutils.generic": [[29, 0, 0, "-", "classify"], [30, 0, 0, "-", "clip"], [31, 0, 0, "-", "enhance"], [33, 0, 0, "-", "siglip"], [34, 0, 0, "-", "yolo"]], "imgutils.generic.classify": [[29, 3, 1, "", "ClassifyModel"], [29, 1, 1, "", "classify_predict"], [29, 1, 1, "", "classify_predict_fmt"], [29, 1, 1, "", "classify_predict_score"]], "imgutils.generic.classify.ClassifyModel": [[29, 4, 1, "", "__init__"], [29, 4, 1, "", "clear"], [29, 4, 1, "", "launch_demo"], [29, 4, 1, "", "make_ui"], [29, 4, 1, "", "predict"], [29, 4, 1, "", "predict_fmt"], [29, 4, 1, "", "predict_score"]], "imgutils.generic.clip": [[30, 3, 1, "", "CLIPModel"], [30, 1, 1, "", "clip_image_encode"], [30, 1, 1, "", "clip_predict"], [30, 1, 1, "", "clip_text_encode"]], "imgutils.generic.clip.CLIPModel": [[30, 4, 1, "", "__init__"], [30, 4, 1, "", "clear"], [30, 4, 1, "", "image_encode"], [30, 4, 1, "", "launch_demo"], [30, 4, 1, "", "make_ui"], [30, 4, 1, "", "predict"], [30, 4, 1, "", "text_encode"]], "imgutils.generic.enhance": [[31, 3, 1, "", "ImageEnhancer"]], "imgutils.generic.enhance.ImageEnhancer": [[31, 4, 1, "", "__init__"], [31, 4, 1, "", "process"]], "imgutils.generic.siglip": [[33, 3, 1, "", "SigLIPModel"], [33, 1, 1, "", "siglip_image_encode"], [33, 1, 1, "", "siglip_predict"], [33, 1, 1, "", "siglip_text_encode"]], "imgutils.generic.siglip.SigLIPModel": [[33, 4, 1, "", "__init__"], [33, 4, 1, "", "clear"], [33, 4, 1, "", "image_encode"], [33, 4, 1, "", "launch_demo"], [33, 4, 1, "", "make_ui"], [33, 4, 1, "", "predict"], [33, 4, 1, "", "text_encode"]], "imgutils.generic.yolo": [[34, 3, 1, "", "YOLOModel"], [34, 1, 1, "", "yolo_predict"]], "imgutils.generic.yolo.YOLOModel": [[34, 4, 1, "", "__init__"], [34, 4, 1, "", "clear"], [34, 4, 1, "", "launch_demo"], [34, 4, 1, "", "make_ui"], [34, 4, 1, "", "predict"]], "imgutils.metadata": [[35, 0, 0, "-", "geninfo"], [37, 0, 0, "-", "lsb"]], "imgutils.metadata.geninfo": [[35, 1, 1, "", "read_geninfo_exif"], [35, 1, 1, "", "read_geninfo_gif"], [35, 1, 1, "", "read_geninfo_parameters"], [35, 1, 1, "", "write_geninfo_exif"], [35, 1, 1, "", "write_geninfo_gif"], [35, 1, 1, "", "write_geninfo_parameters"]], "imgutils.metadata.lsb": [[37, 3, 1, "", "ImageLsbDataExtractor"], [37, 3, 1, "", "LSBExtractor"], [37, 3, 1, "", "LSBReadError"], [37, 1, 1, "", "inject_data"], [37, 1, 1, "", "read_lsb_metadata"], [37, 1, 1, "", "read_lsb_raw_bytes"], [37, 1, 1, "", "serialize_json"], [37, 1, 1, "", "serialize_pnginfo"], [37, 1, 1, "", "write_lsb_metadata"], [37, 1, 1, "", "write_lsb_raw_bytes"]], "imgutils.metadata.lsb.ImageLsbDataExtractor": [[37, 4, 1, "", "__init__"], [37, 4, 1, "", "extract_data"]], "imgutils.metadata.lsb.LSBExtractor": [[37, 4, 1, "", "__init__"], [37, 4, 1, "", "get_next_n_bytes"], [37, 4, 1, "", "get_one_byte"], [37, 4, 1, "", "read_32bit_integer"]], "imgutils.metrics": [[38, 0, 0, "-", "aesthetic"], [39, 0, 0, "-", "ccip"], [40, 0, 0, "-", "dbaesthetic"], [42, 0, 0, "-", "laplacian"], [43, 0, 0, "-", "lpips"], [44, 0, 0, "-", "psnr_"]], "imgutils.metrics.aesthetic": [[38, 1, 1, "", "get_aesthetic_score"]], "imgutils.metrics.ccip": [[39, 1, 1, "", "ccip_batch_differences"], [39, 1, 1, "", "ccip_batch_extract_features"], [39, 1, 1, "", "ccip_batch_same"], [39, 1, 1, "", "ccip_clustering"], [39, 1, 1, "", "ccip_default_clustering_params"], [39, 1, 1, "", "ccip_default_threshold"], [39, 1, 1, "", "ccip_difference"], [39, 1, 1, "", "ccip_extract_feature"], [39, 1, 1, "", "ccip_merge"], [39, 1, 1, "", "ccip_same"]], "imgutils.metrics.dbaesthetic": [[40, 1, 1, "", "anime_dbaesthetic"]], "imgutils.metrics.laplacian": [[42, 1, 1, "", "laplacian_score"]], "imgutils.metrics.lpips": [[43, 1, 1, "", "lpips_clustering"], [43, 1, 1, "", "lpips_difference"], [43, 1, 1, "", "lpips_extract_feature"]], "imgutils.metrics.psnr_": [[44, 1, 1, "", "psnr"]], "imgutils.ocr": [[45, 1, 1, "", "detect_text_with_ocr"], [45, 1, 1, "", "list_det_models"], [45, 1, 1, "", "list_rec_models"], [45, 1, 1, "", "ocr"]], "imgutils.operate": [[46, 0, 0, "-", "align"], [47, 0, 0, "-", "censor_"], [48, 0, 0, "-", "imgcensor"], [50, 0, 0, "-", "squeeze"]], "imgutils.operate.align": [[46, 1, 1, "", "align_maxsize"]], "imgutils.operate.censor_": [[47, 3, 1, "", "BaseCensor"], [47, 3, 1, "", "BlurCensor"], [47, 3, 1, "", "ColorCensor"], [47, 3, 1, "", "PixelateCensor"], [47, 1, 1, "", "censor_areas"], [47, 1, 1, "", "censor_nsfw"], [47, 1, 1, "", "register_censor_method"]], "imgutils.operate.censor_.BaseCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.BlurCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.ColorCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.PixelateCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor": [[48, 3, 1, "", "EmojiBasedCensor"], [48, 3, 1, "", "ImageBasedCensor"], [48, 3, 1, "", "SingleImage"]], "imgutils.operate.imgcensor.EmojiBasedCensor": [[48, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor.ImageBasedCensor": [[48, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor.SingleImage": [[48, 4, 1, "", "__init__"], [48, 4, 1, "", "find_for_area"], [48, 5, 1, "", "height"], [48, 5, 1, "", "width"]], "imgutils.operate.squeeze": [[50, 1, 1, "", "squeeze"], [50, 1, 1, "", "squeeze_with_transparency"]], "imgutils.pose": [[51, 0, 0, "-", "dwpose"], [52, 0, 0, "-", "format"], [54, 0, 0, "-", "visual"]], "imgutils.pose.dwpose": [[51, 1, 1, "", "dwpose_estimate"]], "imgutils.pose.format": [[52, 3, 1, "", "OP18KeyPointSet"], [52, 2, 1, "", "OP18_BODY_MAX"], [52, 2, 1, "", "OP18_BODY_MIN"], [52, 2, 1, "", "OP18_FACE_MAX"], [52, 2, 1, "", "OP18_FACE_MIN"], [52, 2, 1, "", "OP18_LEFT_FOOT_MAX"], [52, 2, 1, "", "OP18_LEFT_FOOT_MIN"], [52, 2, 1, "", "OP18_LEFT_HAND_MAX"], [52, 2, 1, "", "OP18_LEFT_HAND_MIN"], [52, 2, 1, "", "OP18_RIGHT_FOOT_MAX"], [52, 2, 1, "", "OP18_RIGHT_FOOT_MIN"], [52, 2, 1, "", "OP18_RIGHT_HAND_MAX"], [52, 2, 1, "", "OP18_RIGHT_HAND_MIN"], [52, 6, 1, "", "OpenPose18"]], "imgutils.pose.format.OP18KeyPointSet": [[52, 4, 1, "", "__init__"], [52, 4, 1, "", "__mul__"], [52, 4, 1, "", "__truediv__"], [52, 5, 1, "", "body"], [52, 5, 1, "", "face"], [52, 5, 1, "", "left_foot"], [52, 5, 1, "", "left_hand"], [52, 5, 1, "", "right_foot"], [52, 5, 1, "", "right_hand"]], "imgutils.pose.format.OpenPose18": [[52, 7, 1, "", "LEFT_ANKLE"], [52, 7, 1, "", "LEFT_BIG_TOE"], [52, 7, 1, "", "LEFT_EAR"], [52, 7, 1, "", "LEFT_ELBOW"], [52, 7, 1, "", "LEFT_EYE"], [52, 7, 1, "", "LEFT_HEEL"], [52, 7, 1, "", "LEFT_HIP"], [52, 7, 1, "", "LEFT_KNEE"], [52, 7, 1, "", "LEFT_SHOULDER"], [52, 7, 1, "", "LEFT_SMALL_TOE"], [52, 7, 1, "", "LEFT_WRIST"], [52, 7, 1, "", "NECK"], [52, 7, 1, "", "NOSE"], [52, 7, 1, "", "RIGHT_ANKLE"], [52, 7, 1, "", "RIGHT_BIG_TOE"], [52, 7, 1, "", "RIGHT_EAR"], [52, 7, 1, "", "RIGHT_ELBOW"], [52, 7, 1, "", "RIGHT_EYE"], [52, 7, 1, "", "RIGHT_HEEL"], [52, 7, 1, "", "RIGHT_HIP"], [52, 7, 1, "", "RIGHT_KNEE"], [52, 7, 1, "", "RIGHT_SHOULDER"], [52, 7, 1, "", "RIGHT_SMALL_TOE"], [52, 7, 1, "", "RIGHT_WRIST"]], "imgutils.pose.visual": [[54, 1, 1, "", "op18_visualize"]], "imgutils.preprocess": [[55, 0, 0, "-", "base"], [57, 0, 0, "-", "pillow"], [58, 0, 0, "-", "torchvision"], [59, 0, 0, "-", "transformers"]], "imgutils.preprocess.base": [[55, 3, 1, "", "NotParseTarget"]], "imgutils.preprocess.pillow": [[57, 1, 1, "", "create_pillow_transforms"], [57, 1, 1, "", "parse_pillow_transforms"], [57, 1, 1, "", "register_pillow_parse"], [57, 1, 1, "", "register_pillow_transform"]], "imgutils.preprocess.torchvision": [[58, 1, 1, "", "create_torchvision_transforms"], [58, 1, 1, "", "parse_torchvision_transforms"], [58, 1, 1, "", "register_torchvision_parse"], [58, 1, 1, "", "register_torchvision_transform"]], "imgutils.preprocess.transformers": [[59, 3, 1, "", "NotProcessorTypeError"], [59, 1, 1, "", "convert_to_size_dict"], [59, 1, 1, "", "create_bit_transforms"], [59, 1, 1, "", "create_blip_transforms"], [59, 1, 1, "", "create_clip_transforms"], [59, 1, 1, "", "create_convnext_transforms"], [59, 1, 1, "", "create_mobilenetv2_transforms"], [59, 1, 1, "", "create_siglip_transforms"], [59, 1, 1, "", "create_transforms_from_bit_processor"], [59, 1, 1, "", "create_transforms_from_blip_processor"], [59, 1, 1, "", "create_transforms_from_clip_processor"], [59, 1, 1, "", "create_transforms_from_convnext_processor"], [59, 1, 1, "", "create_transforms_from_mobilenetv2_processor"], [59, 1, 1, "", "create_transforms_from_siglip_processor"], [59, 1, 1, "", "create_transforms_from_transformers"], [59, 1, 1, "", "create_transforms_from_vit_processor"], [59, 1, 1, "", "create_vit_transforms"], [59, 1, 1, "", "get_size_dict"], [59, 1, 1, "", "is_valid_size_dict"], [59, 1, 1, "", "register_creators_for_transformers"]], "imgutils.resource": [[60, 0, 0, "-", "background"]], "imgutils.resource.background": [[60, 3, 1, "", "BackgroundImageSet"], [60, 1, 1, "", "get_bg_image"], [60, 1, 1, "", "get_bg_image_file"], [60, 1, 1, "", "list_bg_image_files"], [60, 1, 1, "", "random_bg_image"], [60, 1, 1, "", "random_bg_image_file"]], "imgutils.resource.background.BackgroundImageSet": [[60, 4, 1, "", "__init__"], [60, 4, 1, "", "get_image"], [60, 4, 1, "", "get_image_file"], [60, 4, 1, "", "list_image_files"], [60, 4, 1, "", "random_image"], [60, 4, 1, "", "random_image_file"]], "imgutils.restore": [[62, 0, 0, "-", "adversarial"], [64, 0, 0, "-", "nafnet"], [65, 0, 0, "-", "scunet"]], "imgutils.restore.adversarial": [[62, 1, 1, "", "remove_adversarial_noise"]], "imgutils.restore.nafnet": [[64, 1, 1, "", "restore_with_nafnet"]], "imgutils.restore.scunet": [[65, 1, 1, "", "restore_with_scunet"]], "imgutils.sd": [[67, 0, 0, "-", "metadata"], [68, 0, 0, "-", "model"], [69, 0, 0, "-", "nai"]], "imgutils.sd.metadata": [[67, 3, 1, "", "SDMetaData"], [67, 1, 1, "", "get_sdmeta_from_image"], [67, 1, 1, "", "parse_sdmeta_from_text"], [67, 1, 1, "", "save_image_with_sdmeta"]], "imgutils.sd.metadata.SDMetaData": [[67, 4, 1, "", "__str__"], [67, 5, 1, "", "pnginfo"], [67, 5, 1, "", "text"]], "imgutils.sd.model": [[68, 1, 1, "", "read_metadata"], [68, 1, 1, "", "save_with_metadata"]], "imgutils.sd.nai": [[69, 3, 1, "", "NAIMetaData"], [69, 3, 1, "", "NAIMetadata"], [69, 1, 1, "", "add_naimeta_to_image"], [69, 1, 1, "", "get_naimeta_from_image"], [69, 1, 1, "", "save_image_with_naimeta"]], "imgutils.sd.nai.NAIMetaData": [[69, 4, 1, "", "__init__"], [69, 5, 1, "", "pnginfo"]], "imgutils.segment": [[71, 0, 0, "-", "isnetis"]], "imgutils.segment.isnetis": [[71, 1, 1, "", "get_isnetis_mask"], [71, 1, 1, "", "segment_rgba_with_isnetis"], [71, 1, 1, "", "segment_with_isnetis"]], "imgutils.tagging": [[72, 0, 0, "-", "blacklist"], [73, 0, 0, "-", "character"], [74, 0, 0, "-", "deepdanbooru"], [75, 0, 0, "-", "deepgelbooru"], [76, 0, 0, "-", "format"], [78, 0, 0, "-", "match"], [79, 0, 0, "-", "mldanbooru"], [80, 0, 0, "-", "order"], [81, 0, 0, "-", "overlap"], [82, 0, 0, "-", "wd14"]], "imgutils.tagging.blacklist": [[72, 1, 1, "", "drop_blacklisted_tags"], [72, 1, 1, "", "is_blacklisted"]], "imgutils.tagging.character": [[73, 2, 1, "", "CHAR_PREFIXES"], [73, 2, 1, "", "CHAR_SUFFIXES"], [73, 2, 1, "", "CHAR_WHITELIST_PREFIX"], [73, 2, 1, "", "CHAR_WHITELIST_SUFFIX"], [73, 2, 1, "", "CHAR_WHITELIST_WORD"], [73, 3, 1, "", "CharacterTagPool"], [73, 1, 1, "", "drop_basic_character_tags"], [73, 1, 1, "", "is_basic_character_tag"]], "imgutils.tagging.character.CharacterTagPool": [[73, 4, 1, "", "__init__"], [73, 4, 1, "", "drop_basic_character_tags"], [73, 4, 1, "", "is_basic_character_tag"]], "imgutils.tagging.deepdanbooru": [[74, 1, 1, "", "get_deepdanbooru_tags"]], "imgutils.tagging.deepgelbooru": [[75, 1, 1, "", "get_deepgelbooru_tags"]], "imgutils.tagging.format": [[76, 1, 1, "", "add_underline"], [76, 1, 1, "", "remove_underline"], [76, 1, 1, "", "tags_to_text"]], "imgutils.tagging.match": [[78, 1, 1, "", "tag_match_full"], [78, 1, 1, "", "tag_match_prefix"], [78, 1, 1, "", "tag_match_suffix"]], "imgutils.tagging.mldanbooru": [[79, 1, 1, "", "get_mldanbooru_tags"]], "imgutils.tagging.order": [[80, 1, 1, "", "sort_tags"]], "imgutils.tagging.overlap": [[81, 1, 1, "", "drop_overlap_tags"]], "imgutils.tagging.wd14": [[82, 1, 1, "", "convert_wd14_emb_to_prediction"], [82, 1, 1, "", "denormalize_wd14_emb"], [82, 1, 1, "", "get_wd14_tags"]], "imgutils.upscale": [[83, 0, 0, "-", "cdc"]], "imgutils.upscale.cdc": [[83, 1, 1, "", "upscale_with_cdc"]], "imgutils.utils": [[85, 0, 0, "-", "cache"], [86, 0, 0, "-", "func"], [88, 0, 0, "-", "onnxruntime"]], "imgutils.utils.cache": [[85, 1, 1, "", "ts_lru_cache"]], "imgutils.utils.func": [[86, 1, 1, "", "sigmoid"]], "imgutils.utils.onnxruntime": [[88, 1, 1, "", "get_onnx_provider"], [88, 1, 1, "", "open_onnx_model"]], "imgutils.validate": [[89, 0, 0, "-", "aicheck"], [90, 0, 0, "-", "bangumi_char"], [91, 0, 0, "-", "classify"], [92, 0, 0, "-", "color"], [93, 0, 0, "-", "completeness"], [94, 0, 0, "-", "dbrating"], [95, 0, 0, "-", "furry"], [97, 0, 0, "-", "monochrome"], [98, 0, 0, "-", "nsfw"], [99, 0, 0, "-", "portrait"], [100, 0, 0, "-", "rating"], [101, 0, 0, "-", "real"], [102, 0, 0, "-", "safe"], [103, 0, 0, "-", "style_age"], [104, 0, 0, "-", "teen"], [105, 0, 0, "-", "truncate"]], "imgutils.validate.aicheck": [[89, 1, 1, "", "get_ai_created_score"], [89, 1, 1, "", "is_ai_created"]], "imgutils.validate.bangumi_char": [[90, 1, 1, "", "anime_bangumi_char"], [90, 1, 1, "", "anime_bangumi_char_score"]], "imgutils.validate.classify": [[91, 1, 1, "", "anime_classify"], [91, 1, 1, "", "anime_classify_score"]], "imgutils.validate.color": [[92, 1, 1, "", "is_greyscale"]], "imgutils.validate.completeness": [[93, 1, 1, "", "anime_completeness"], [93, 1, 1, "", "anime_completeness_score"]], "imgutils.validate.dbrating": [[94, 1, 1, "", "anime_dbrating"], [94, 1, 1, "", "anime_dbrating_score"]], "imgutils.validate.furry": [[95, 1, 1, "", "anime_furry"], [95, 1, 1, "", "anime_furry_score"]], "imgutils.validate.monochrome": [[97, 1, 1, "", "get_monochrome_score"], [97, 1, 1, "", "is_monochrome"]], "imgutils.validate.nsfw": [[98, 1, 1, "", "nsfw_pred"], [98, 1, 1, "", "nsfw_pred_score"]], "imgutils.validate.portrait": [[99, 1, 1, "", "anime_portrait"], [99, 1, 1, "", "anime_portrait_score"]], "imgutils.validate.rating": [[100, 1, 1, "", "anime_rating"], [100, 1, 1, "", "anime_rating_score"]], "imgutils.validate.real": [[101, 1, 1, "", "anime_real"], [101, 1, 1, "", "anime_real_score"]], "imgutils.validate.safe": [[102, 1, 1, "", "safe_check"], [102, 1, 1, "", "safe_check_score"]], "imgutils.validate.style_age": [[103, 1, 1, "", "anime_style_age"], [103, 1, 1, "", "anime_style_age_score"]], "imgutils.validate.teen": [[104, 1, 1, "", "anime_teen"], [104, 1, 1, "", "anime_teen_score"]], "imgutils.validate.truncate": [[105, 1, 1, "", "is_truncated_file"]]}, "objtypes": {"0": "py:module", "1": "py:function", "2": "py:data", "3": "py:class", "4": "py:method", "5": "py:property", "6": "py:enum", "7": "py:attribute"}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "function", "Python function"], "2": ["py", "data", "Python data"], "3": ["py", "class", "Python class"], "4": ["py", "method", "Python method"], "5": ["py", "property", "Python property"], "6": ["py", "enum", "Python enum"], "7": ["py", "attribute", "Python attribute"]}, "titleterms": {"imgutil": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106], "ascii": [0, 1], "draw": 0, "ascii_draw": 0, "config": [2, 3], "meta": 3, "__title__": 3, "__version__": 3, "__description__": 3, "__author__": 3, "__author_email__": 3, "data": [4, 5, 6, 7, 8, 9, 10, 11], "background": [4, 60], "grid_background": 4, "grid_transpar": 4, "blob": 5, "to_blob_url": 5, "load_image_from_blob_url": 5, "is_valid_image_blob_url": 5, "decod": 6, "rgb_decod": 6, "encod": 7, "rgb_encod": 7, "imag": 8, "load_imag": 8, "has_alpha_channel": 8, "layer": 10, "istack": 10, "url": 11, "download_image_from_url": 11, "is_http_url": 11, "detect": [12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24], "booru_yolo": 12, "model": [12, 68], "label": 12, "descript": 12, "avail": 12, "pp": 12, "seri": 12, "AS": 12, "aa": 12, "detect_with_booru_yolo": 12, "censor": 13, "detect_censor": 13, "ey": 14, "detect_ey": 14, "face": 15, "detect_fac": 15, "halfbodi": 16, "detect_halfbodi": 16, "hand": 17, "detect_hand": 17, "head": 18, "detect_head": 18, "nudenet": 20, "detect_with_nudenet": 20, "person": 21, "detect_person": 21, "similar": 22, "calculate_i": 22, "bboxes_similar": 22, "detection_similar": 22, "text": 23, "detect_text": 23, "visual": [24, 54], "detection_visu": 24, "edg": [25, 26, 27, 28], "canni": 25, "get_edge_by_canni": 25, "edge_image_with_canni": 25, "lineart": 27, "get_edge_by_lineart": 27, "edge_image_with_lineart": 27, "lineart_anim": 28, "get_edge_by_lineart_anim": 28, "edge_image_with_lineart_anim": 28, "gener": [29, 30, 31, 32, 33, 34], "classifi": [29, 91], "classifymodel": 29, "classify_predict_scor": 29, "classify_predict": 29, "classify_predict_fmt": 29, "clip": 30, "clipmodel": 30, "clip_image_encod": 30, "clip_text_encod": 30, "clip_predict": 30, "enhanc": 31, "imageenhanc": 31, "siglip": 33, "siglipmodel": 33, "siglip_image_encod": 33, "siglip_text_encod": 33, "siglip_predict": 33, "yolo": 34, "yolomodel": 34, "yolo_predict": 34, "metadata": [35, 36, 37, 67], "geninfo": 35, "read_geninfo_paramet": 35, "read_geninfo_exif": 35, "read_geninfo_gif": 35, "write_geninfo_paramet": 35, "write_geninfo_exif": 35, "write_geninfo_gif": 35, "lsb": 37, "read_lsb_raw_byt": 37, "read_lsb_metadata": 37, "write_lsb_raw_byt": 37, "write_lsb_metadata": 37, "lsbreaderror": 37, "lsbextractor": 37, "imagelsbdataextractor": 37, "serialize_pnginfo": 37, "serialize_json": 37, "inject_data": 37, "metric": [38, 39, 40, 41, 42, 43, 44], "aesthet": 38, "get_aesthetic_scor": 38, "ccip": 39, "ccip_extract_featur": 39, "ccip_batch_extract_featur": 39, "ccip_default_threshold": 39, "ccip_differ": 39, "ccip_sam": 39, "ccip_batch_differ": 39, "ccip_batch_sam": 39, "ccip_default_clustering_param": 39, "ccip_clust": 39, "ccip_merg": 39, "dbaesthet": 40, "anime_dbaesthet": 40, "laplacian": 42, "laplacian_scor": 42, "lpip": 43, "lpips_extract_featur": 43, "lpips_differ": 43, "lpips_clust": 43, "psnr_": 44, "psnr": 44, "ocr": 45, "detect_text_with_ocr": 45, "list_det_model": 45, "list_rec_model": 45, "oper": [46, 47, 48, 49, 50], "align": 46, "align_maxs": 46, "censor_": 47, "censor_area": 47, "censor_nsfw": 47, "basecensor": 47, "colorcensor": 47, "blurcensor": 47, "pixelatecensor": 47, "register_censor_method": 47, "imgcensor": 48, "imagebasedcensor": 48, "emojibasedcensor": 48, "singleimag": 48, "squeez": 50, "squeeze_with_transpar": 50, "pose": [51, 52, 53, 54], "dwpose": 51, "dwpose_estim": 51, "format": [52, 76], "op18keypointset": 52, "openpose18": 52, "op18_body_max": 52, "op18_body_min": 52, "op18_face_max": 52, "op18_face_min": 52, "op18_left_foot_max": 52, "op18_left_foot_min": 52, "op18_left_hand_max": 52, "op18_left_hand_min": 52, "op18_right_foot_max": 52, "op18_right_foot_min": 52, "op18_right_hand_max": 52, "op18_right_hand_min": 52, "op18_visu": 54, "preprocess": [55, 56, 57, 58, 59], "base": 55, "notparsetarget": 55, "pillow": 57, "register_pillow_transform": 57, "register_pillow_pars": 57, "create_pillow_transform": 57, "parse_pillow_transform": 57, "torchvis": 58, "register_torchvision_transform": 58, "register_torchvision_pars": 58, "create_torchvision_transform": 58, "parse_torchvision_transform": 58, "transform": 59, "register_creators_for_transform": 59, "notprocessortypeerror": 59, "create_transforms_from_transform": 59, "is_valid_size_dict": 59, "convert_to_size_dict": 59, "get_size_dict": 59, "create_clip_transform": 59, "create_transforms_from_clip_processor": 59, "create_convnext_transform": 59, "create_transforms_from_convnext_processor": 59, "create_vit_transform": 59, "create_transforms_from_vit_processor": 59, "create_siglip_transform": 59, "create_transforms_from_siglip_processor": 59, "create_bit_transform": 59, "create_transforms_from_bit_processor": 59, "create_blip_transform": 59, "create_transforms_from_blip_processor": 59, "create_mobilenetv2_transform": 59, "create_transforms_from_mobilenetv2_processor": 59, "resourc": [60, 61], "backgroundimageset": 60, "list_bg_image_fil": 60, "get_bg_image_fil": 60, "get_bg_imag": 60, "random_bg_image_fil": 60, "random_bg_imag": 60, "restor": [62, 63, 64, 65], "adversari": 62, "remove_adversarial_nois": 62, "nafnet": 64, "restore_with_nafnet": 64, "scunet": 65, "restore_with_scunet": 65, "sd": [66, 67, 68, 69], "sdmetadata": 67, "parse_sdmeta_from_text": 67, "get_sdmeta_from_imag": 67, "save_image_with_sdmeta": 67, "read_metadata": 68, "save_with_metadata": 68, "nai": 69, "naimetadata": 69, "get_naimeta_from_imag": 69, "add_naimeta_to_imag": 69, "save_image_with_naimeta": 69, "segment": [70, 71], "isneti": 71, "get_isnetis_mask": 71, "segment_with_isneti": 71, "segment_rgba_with_isneti": 71, "tag": [72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82], "blacklist": 72, "is_blacklist": 72, "drop_blacklisted_tag": 72, "charact": 73, "char_whitelist_suffix": 73, "char_whitelist_prefix": 73, "char_whitelist_word": 73, "char_suffix": 73, "char_prefix": 73, "charactertagpool": 73, "is_basic_character_tag": 73, "drop_basic_character_tag": 73, "deepdanbooru": 74, "get_deepdanbooru_tag": 74, "deepgelbooru": 75, "get_deepgelbooru_tag": 75, "add_underlin": 76, "remove_underlin": 76, "tags_to_text": 76, "match": 78, "tag_match_suffix": 78, "tag_match_prefix": 78, "tag_match_ful": 78, "mldanbooru": 79, "get_mldanbooru_tag": 79, "order": 80, "sort_tag": 80, "overlap": 81, "drop_overlap_tag": 81, "wd14": 82, "get_wd14_tag": 82, "convert_wd14_emb_to_predict": 82, "denormalize_wd14_emb": 82, "upscal": [83, 84], "cdc": 83, "upscale_with_cdc": 83, "util": [85, 86, 87, 88], "cach": 85, "ts_lru_cach": 85, "func": 86, "sigmoid": 86, "onnxruntim": 88, "get_onnx_provid": 88, "open_onnx_model": 88, "valid": [89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105], "aicheck": 89, "get_ai_created_scor": 89, "is_ai_cr": 89, "bangumi_char": 90, "anime_bangumi_char_scor": 90, "anime_bangumi_char": 90, "anime_classify_scor": 91, "anime_classifi": 91, "color": 92, "is_greyscal": 92, "complet": 93, "anime_completeness_scor": 93, "anime_complet": 93, "dbrate": 94, "anime_dbrating_scor": 94, "anime_dbr": 94, "furri": 95, "anime_furry_scor": 95, "anime_furri": 95, "monochrom": 97, "get_monochrome_scor": 97, "is_monochrom": 97, "nsfw": 98, "nsfw_pred_scor": 98, "nsfw_pred": 98, "portrait": 99, "anime_portrait_scor": 99, "anime_portrait": 99, "rate": 100, "anime_rating_scor": 100, "anime_r": [100, 101], "real": 101, "anime_real_scor": 101, "safe": 102, "safe_check_scor": 102, "safe_check": 102, "style_ag": 103, "anime_style_age_scor": 103, "anime_style_ag": 103, "teen": 104, "anime_teen_scor": 104, "anime_teen": 104, "truncat": 105, "is_truncated_fil": 105, "welcom": 106, "": 106, "document": 106, "overview": 106, "tutori": 106, "inform": [106, 107, 108], "api": 106, "run": [107, 108], "environ": [107, 108], "instal": 109, "quick": 110, "start": 110}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.viewcode": 1, "sphinx.ext.todo": 2, "nbsphinx": 4, "sphinx": 58}, "alltitles": {"imgutils.ascii.drawing": [[0, "module-imgutils.ascii.drawing"]], "ascii_drawing": [[0, "ascii-drawing"]], "imgutils.ascii": [[1, "module-imgutils.ascii"]], "imgutils.config": [[2, "module-imgutils.config"]], "imgutils.config.meta": [[3, "module-imgutils.config.meta"]], "__TITLE__": [[3, "title"]], "__VERSION__": [[3, "version"]], "__DESCRIPTION__": [[3, "description"]], "__AUTHOR__": [[3, "author"]], "__AUTHOR_EMAIL__": [[3, "author-email"]], "imgutils.data.background": [[4, "module-imgutils.data.background"]], "grid_background": [[4, "grid-background"]], "grid_transparent": [[4, "grid-transparent"]], "imgutils.data.blob": [[5, "module-imgutils.data.blob"]], "to_blob_url": [[5, "to-blob-url"]], "load_image_from_blob_url": [[5, "load-image-from-blob-url"]], "is_valid_image_blob_url": [[5, "is-valid-image-blob-url"]], "imgutils.data.decode": [[6, "module-imgutils.data.decode"]], "rgb_decode": [[6, "rgb-decode"]], "imgutils.data.encode": [[7, "module-imgutils.data.encode"]], "rgb_encode": [[7, "rgb-encode"]], "imgutils.data.image": [[8, "module-imgutils.data.image"]], "load_image": [[8, "load-image"]], "load_images": [[8, "load-images"]], "has_alpha_channel": [[8, "has-alpha-channel"]], "imgutils.data": [[9, "module-imgutils.data"]], "imgutils.data.layer": [[10, "module-imgutils.data.layer"]], "istack": [[10, "istack"]], "imgutils.data.url": [[11, "module-imgutils.data.url"]], "download_image_from_url": [[11, "download-image-from-url"]], "is_http_url": [[11, "is-http-url"]], "imgutils.detect.booru_yolo": [[12, "module-imgutils.detect.booru_yolo"]], "Model Labels and Descriptions": [[12, "id1"]], "Available Models (PP Series)": [[12, "id2"]], "Available Models (AS Series)": [[12, "id3"]], "Available Models (AA Series)": [[12, "id4"]], "detect_with_booru_yolo": [[12, "detect-with-booru-yolo"]], "imgutils.detect.censor": [[13, "module-imgutils.detect.censor"]], "detect_censors": [[13, "detect-censors"]], "imgutils.detect.eye": [[14, "module-imgutils.detect.eye"]], "detect_eyes": [[14, "detect-eyes"]], "imgutils.detect.face": [[15, "module-imgutils.detect.face"]], "detect_faces": [[15, "detect-faces"]], "imgutils.detect.halfbody": [[16, "module-imgutils.detect.halfbody"]], "detect_halfbody": [[16, "detect-halfbody"]], "imgutils.detect.hand": [[17, "module-imgutils.detect.hand"]], "detect_hands": [[17, "detect-hands"]], "imgutils.detect.head": [[18, "module-imgutils.detect.head"]], "detect_heads": [[18, "detect-heads"]], "imgutils.detect": [[19, "module-imgutils.detect"]], "imgutils.detect.nudenet": [[20, "module-imgutils.detect.nudenet"]], "detect_with_nudenet": [[20, "detect-with-nudenet"]], "imgutils.detect.person": [[21, "module-imgutils.detect.person"]], "detect_person": [[21, "detect-person"]], "imgutils.detect.similarity": [[22, "module-imgutils.detect.similarity"]], "calculate_iou": [[22, "calculate-iou"]], "bboxes_similarity": [[22, "bboxes-similarity"]], "detection_similarity": [[22, "detection-similarity"]], "imgutils.detect.text": [[23, "module-imgutils.detect.text"]], "detect_text": [[23, "detect-text"]], "imgutils.detect.visual": [[24, "module-imgutils.detect.visual"]], "detection_visualize": [[24, "detection-visualize"]], "imgutils.edge.canny": [[25, "module-imgutils.edge.canny"]], "get_edge_by_canny": [[25, "get-edge-by-canny"]], "edge_image_with_canny": [[25, "edge-image-with-canny"]], "imgutils.edge": [[26, "module-imgutils.edge"]], "imgutils.edge.lineart": [[27, "module-imgutils.edge.lineart"]], "get_edge_by_lineart": [[27, "get-edge-by-lineart"]], "edge_image_with_lineart": [[27, "edge-image-with-lineart"]], "imgutils.edge.lineart_anime": [[28, "module-imgutils.edge.lineart_anime"]], "get_edge_by_lineart_anime": [[28, "get-edge-by-lineart-anime"]], "edge_image_with_lineart_anime": [[28, "edge-image-with-lineart-anime"]], "imgutils.generic.classify": [[29, "module-imgutils.generic.classify"]], "ClassifyModel": [[29, "classifymodel"]], "classify_predict_score": [[29, "classify-predict-score"]], "classify_predict": [[29, "classify-predict"]], "classify_predict_fmt": [[29, "classify-predict-fmt"]], "imgutils.generic.clip": [[30, "module-imgutils.generic.clip"]], "CLIPModel": [[30, "clipmodel"]], "clip_image_encode": [[30, "clip-image-encode"]], "clip_text_encode": [[30, "clip-text-encode"]], "clip_predict": [[30, "clip-predict"]], "imgutils.generic.enhance": [[31, "module-imgutils.generic.enhance"]], "ImageEnhancer": [[31, "imageenhancer"]], "imgutils.generic": [[32, "module-imgutils.generic"]], "imgutils.generic.siglip": [[33, "module-imgutils.generic.siglip"]], "SigLIPModel": [[33, "siglipmodel"]], "siglip_image_encode": [[33, "siglip-image-encode"]], "siglip_text_encode": [[33, "siglip-text-encode"]], "siglip_predict": [[33, "siglip-predict"]], "imgutils.generic.yolo": [[34, "module-imgutils.generic.yolo"]], "YOLOModel": [[34, "yolomodel"]], "yolo_predict": [[34, "yolo-predict"]], "imgutils.metadata.geninfo": [[35, "module-imgutils.metadata.geninfo"]], "read_geninfo_parameters": [[35, "read-geninfo-parameters"]], "read_geninfo_exif": [[35, "read-geninfo-exif"]], "read_geninfo_gif": [[35, "read-geninfo-gif"]], "write_geninfo_parameters": [[35, "write-geninfo-parameters"]], "write_geninfo_exif": [[35, "write-geninfo-exif"]], "write_geninfo_gif": [[35, "write-geninfo-gif"]], "imgutils.metadata": [[36, "module-imgutils.metadata"]], "imgutils.metadata.lsb": [[37, "module-imgutils.metadata.lsb"]], "read_lsb_raw_bytes": [[37, "read-lsb-raw-bytes"]], "read_lsb_metadata": [[37, "read-lsb-metadata"]], "write_lsb_raw_bytes": [[37, "write-lsb-raw-bytes"]], "write_lsb_metadata": [[37, "write-lsb-metadata"]], "LSBReadError": [[37, "lsbreaderror"]], "LSBExtractor": [[37, "lsbextractor"]], "ImageLsbDataExtractor": [[37, "imagelsbdataextractor"]], "serialize_pnginfo": [[37, "serialize-pnginfo"]], "serialize_json": [[37, "serialize-json"]], "inject_data": [[37, "inject-data"]], "imgutils.metrics.aesthetic": [[38, "module-imgutils.metrics.aesthetic"]], "get_aesthetic_score": [[38, "get-aesthetic-score"]], "imgutils.metrics.ccip": [[39, "module-imgutils.metrics.ccip"]], "ccip_extract_feature": [[39, "ccip-extract-feature"]], "ccip_batch_extract_features": [[39, "ccip-batch-extract-features"]], "ccip_default_threshold": [[39, "ccip-default-threshold"]], "ccip_difference": [[39, "ccip-difference"]], "ccip_same": [[39, "ccip-same"]], "ccip_batch_differences": [[39, "ccip-batch-differences"]], "ccip_batch_same": [[39, "ccip-batch-same"]], "ccip_default_clustering_params": [[39, "ccip-default-clustering-params"]], "ccip_clustering": [[39, "ccip-clustering"]], "ccip_merge": [[39, "ccip-merge"]], "imgutils.metrics.dbaesthetic": [[40, "module-imgutils.metrics.dbaesthetic"]], "anime_dbaesthetic": [[40, "anime-dbaesthetic"]], "imgutils.metrics": [[41, "module-imgutils.metrics"]], "imgutils.metrics.laplacian": [[42, "module-imgutils.metrics.laplacian"]], "laplacian_score": [[42, "laplacian-score"]], "imgutils.metrics.lpips": [[43, "module-imgutils.metrics.lpips"]], "lpips_extract_feature": [[43, "lpips-extract-feature"]], "lpips_difference": [[43, "lpips-difference"]], "lpips_clustering": [[43, "lpips-clustering"]], "imgutils.metrics.psnr_": [[44, "module-imgutils.metrics.psnr_"]], "psnr": [[44, "id1"]], "imgutils.ocr": [[45, "module-imgutils.ocr"]], "detect_text_with_ocr": [[45, "detect-text-with-ocr"]], "ocr": [[45, "ocr"]], "list_det_models": [[45, "list-det-models"]], "list_rec_models": [[45, "list-rec-models"]], "imgutils.operate.align": [[46, "module-imgutils.operate.align"]], "align_maxsize": [[46, "align-maxsize"]], "imgutils.operate.censor_": [[47, "module-imgutils.operate.censor_"]], "censor_areas": [[47, "censor-areas"]], "censor_nsfw": [[47, "censor-nsfw"]], "BaseCensor": [[47, "basecensor"]], "ColorCensor": [[47, "colorcensor"]], "BlurCensor": [[47, "blurcensor"]], "PixelateCensor": [[47, "pixelatecensor"]], "register_censor_method": [[47, "register-censor-method"]], "imgutils.operate.imgcensor": [[48, "module-imgutils.operate.imgcensor"]], "ImageBasedCensor": [[48, "imagebasedcensor"]], "EmojiBasedCensor": [[48, "emojibasedcensor"]], "SingleImage": [[48, "singleimage"]], "imgutils.operate": [[49, "module-imgutils.operate"]], "imgutils.operate.squeeze": [[50, "module-imgutils.operate.squeeze"]], "squeeze": [[50, "squeeze"]], "squeeze_with_transparency": [[50, "squeeze-with-transparency"]], "imgutils.pose.dwpose": [[51, "module-imgutils.pose.dwpose"]], "dwpose_estimate": [[51, "dwpose-estimate"]], "imgutils.pose.format": [[52, "module-imgutils.pose.format"]], "OP18KeyPointSet": [[52, "op18keypointset"]], "OpenPose18": [[52, "openpose18"]], "OP18_BODY_MAX": [[52, "op18-body-max"]], "OP18_BODY_MIN": [[52, "op18-body-min"]], "OP18_FACE_MAX": [[52, "op18-face-max"]], "OP18_FACE_MIN": [[52, "op18-face-min"]], "OP18_LEFT_FOOT_MAX": [[52, "op18-left-foot-max"]], "OP18_LEFT_FOOT_MIN": [[52, "op18-left-foot-min"]], "OP18_LEFT_HAND_MAX": [[52, "op18-left-hand-max"]], "OP18_LEFT_HAND_MIN": [[52, "op18-left-hand-min"]], "OP18_RIGHT_FOOT_MAX": [[52, "op18-right-foot-max"]], "OP18_RIGHT_FOOT_MIN": [[52, "op18-right-foot-min"]], "OP18_RIGHT_HAND_MAX": [[52, "op18-right-hand-max"]], "OP18_RIGHT_HAND_MIN": [[52, "op18-right-hand-min"]], "imgutils.pose": [[53, "module-imgutils.pose"]], "imgutils.pose.visual": [[54, "module-imgutils.pose.visual"]], "op18_visualize": [[54, "op18-visualize"]], "imgutils.preprocess.base": [[55, "module-imgutils.preprocess.base"]], "NotParseTarget": [[55, "notparsetarget"]], "imgutils.preprocess": [[56, "module-imgutils.preprocess"]], "imgutils.preprocess.pillow": [[57, "module-imgutils.preprocess.pillow"]], "register_pillow_transform": [[57, "register-pillow-transform"]], "register_pillow_parse": [[57, "register-pillow-parse"]], "create_pillow_transforms": [[57, "create-pillow-transforms"]], "parse_pillow_transforms": [[57, "parse-pillow-transforms"]], "imgutils.preprocess.torchvision": [[58, "module-imgutils.preprocess.torchvision"]], "register_torchvision_transform": [[58, "register-torchvision-transform"]], "register_torchvision_parse": [[58, "register-torchvision-parse"]], "create_torchvision_transforms": [[58, "create-torchvision-transforms"]], "parse_torchvision_transforms": [[58, "parse-torchvision-transforms"]], "imgutils.preprocess.transformers": [[59, "module-imgutils.preprocess.transformers"]], "register_creators_for_transformers": [[59, "register-creators-for-transformers"]], "NotProcessorTypeError": [[59, "notprocessortypeerror"]], "create_transforms_from_transformers": [[59, "create-transforms-from-transformers"]], "is_valid_size_dict": [[59, "is-valid-size-dict"]], "convert_to_size_dict": [[59, "convert-to-size-dict"]], "get_size_dict": [[59, "get-size-dict"]], "create_clip_transforms": [[59, "create-clip-transforms"]], "create_transforms_from_clip_processor": [[59, "create-transforms-from-clip-processor"]], "create_convnext_transforms": [[59, "create-convnext-transforms"]], "create_transforms_from_convnext_processor": [[59, "create-transforms-from-convnext-processor"]], "create_vit_transforms": [[59, "create-vit-transforms"]], "create_transforms_from_vit_processor": [[59, "create-transforms-from-vit-processor"]], "create_siglip_transforms": [[59, "create-siglip-transforms"]], "create_transforms_from_siglip_processor": [[59, "create-transforms-from-siglip-processor"]], "create_bit_transforms": [[59, "create-bit-transforms"]], "create_transforms_from_bit_processor": [[59, "create-transforms-from-bit-processor"]], "create_blip_transforms": [[59, "create-blip-transforms"]], "create_transforms_from_blip_processor": [[59, "create-transforms-from-blip-processor"]], "create_mobilenetv2_transforms": [[59, "create-mobilenetv2-transforms"]], "create_transforms_from_mobilenetv2_processor": [[59, "create-transforms-from-mobilenetv2-processor"]], "imgutils.resource.background": [[60, "module-imgutils.resource.background"]], "BackgroundImageSet": [[60, "backgroundimageset"]], "list_bg_image_files": [[60, "list-bg-image-files"]], "get_bg_image_file": [[60, "get-bg-image-file"]], "get_bg_image": [[60, "get-bg-image"]], "random_bg_image_file": [[60, "random-bg-image-file"]], "random_bg_image": [[60, "random-bg-image"]], "imgutils.resource": [[61, "module-imgutils.resource"]], "imgutils.restore.adversarial": [[62, "module-imgutils.restore.adversarial"]], "remove_adversarial_noise": [[62, "remove-adversarial-noise"]], "imgutils.restore": [[63, "module-imgutils.restore"]], "imgutils.restore.nafnet": [[64, "module-imgutils.restore.nafnet"]], "restore_with_nafnet": [[64, "restore-with-nafnet"]], "imgutils.restore.scunet": [[65, "module-imgutils.restore.scunet"]], "restore_with_scunet": [[65, "restore-with-scunet"]], "imgutils.sd": [[66, "module-imgutils.sd"]], "imgutils.sd.metadata": [[67, "module-imgutils.sd.metadata"]], "SDMetaData": [[67, "sdmetadata"]], "parse_sdmeta_from_text": [[67, "parse-sdmeta-from-text"]], "get_sdmeta_from_image": [[67, "get-sdmeta-from-image"]], "save_image_with_sdmeta": [[67, "save-image-with-sdmeta"]], "imgutils.sd.model": [[68, "module-imgutils.sd.model"]], "read_metadata": [[68, "read-metadata"]], "save_with_metadata": [[68, "save-with-metadata"]], "imgutils.sd.nai": [[69, "module-imgutils.sd.nai"]], "NAIMetaData": [[69, "naimetadata"]], "NAIMetadata": [[69, "id1"]], "get_naimeta_from_image": [[69, "get-naimeta-from-image"]], "add_naimeta_to_image": [[69, "add-naimeta-to-image"]], "save_image_with_naimeta": [[69, "save-image-with-naimeta"]], "imgutils.segment": [[70, "module-imgutils.segment"]], "imgutils.segment.isnetis": [[71, "module-imgutils.segment.isnetis"]], "get_isnetis_mask": [[71, "get-isnetis-mask"]], "segment_with_isnetis": [[71, "segment-with-isnetis"]], "segment_rgba_with_isnetis": [[71, "segment-rgba-with-isnetis"]], "imgutils.tagging.blacklist": [[72, "module-imgutils.tagging.blacklist"]], "is_blacklisted": [[72, "is-blacklisted"]], "drop_blacklisted_tags": [[72, "drop-blacklisted-tags"]], "imgutils.tagging.character": [[73, "module-imgutils.tagging.character"]], "CHAR_WHITELIST_SUFFIX": [[73, "char-whitelist-suffix"]], "CHAR_WHITELIST_PREFIX": [[73, "char-whitelist-prefix"]], "CHAR_WHITELIST_WORD": [[73, "char-whitelist-word"]], "CHAR_SUFFIXES": [[73, "char-suffixes"]], "CHAR_PREFIXES": [[73, "char-prefixes"]], "CharacterTagPool": [[73, "charactertagpool"]], "is_basic_character_tag": [[73, "is-basic-character-tag"]], "drop_basic_character_tags": [[73, "drop-basic-character-tags"]], "imgutils.tagging.deepdanbooru": [[74, "module-imgutils.tagging.deepdanbooru"]], "get_deepdanbooru_tags": [[74, "get-deepdanbooru-tags"]], "imgutils.tagging.deepgelbooru": [[75, "module-imgutils.tagging.deepgelbooru"]], "get_deepgelbooru_tags": [[75, "get-deepgelbooru-tags"]], "imgutils.tagging.format": [[76, "module-imgutils.tagging.format"]], "add_underline": [[76, "add-underline"]], "remove_underline": [[76, "remove-underline"]], "tags_to_text": [[76, "tags-to-text"]], "imgutils.tagging": [[77, "module-imgutils.tagging"]], "imgutils.tagging.match": [[78, "module-imgutils.tagging.match"]], "tag_match_suffix": [[78, "tag-match-suffix"]], "tag_match_prefix": [[78, "tag-match-prefix"]], "tag_match_full": [[78, "tag-match-full"]], "imgutils.tagging.mldanbooru": [[79, "module-imgutils.tagging.mldanbooru"]], "get_mldanbooru_tags": [[79, "get-mldanbooru-tags"]], "imgutils.tagging.order": [[80, "module-imgutils.tagging.order"]], "sort_tags": [[80, "sort-tags"]], "imgutils.tagging.overlap": [[81, "module-imgutils.tagging.overlap"]], "drop_overlap_tags": [[81, "drop-overlap-tags"]], "imgutils.tagging.wd14": [[82, "module-imgutils.tagging.wd14"]], "get_wd14_tags": [[82, "get-wd14-tags"]], "convert_wd14_emb_to_prediction": [[82, "convert-wd14-emb-to-prediction"]], "denormalize_wd14_emb": [[82, "denormalize-wd14-emb"]], "imgutils.upscale.cdc": [[83, "module-imgutils.upscale.cdc"]], "upscale_with_cdc": [[83, "upscale-with-cdc"]], "imgutils.upscale": [[84, "module-imgutils.upscale"]], "imgutils.utils.cache": [[85, "module-imgutils.utils.cache"]], "ts_lru_cache": [[85, "ts-lru-cache"]], "imgutils.utils.func": [[86, "module-imgutils.utils.func"]], "sigmoid": [[86, "sigmoid"]], "imgutils.utils": [[87, "module-imgutils.utils"]], "imgutils.utils.onnxruntime": [[88, "module-imgutils.utils.onnxruntime"]], "get_onnx_provider": [[88, "get-onnx-provider"]], "open_onnx_model": [[88, "open-onnx-model"]], "imgutils.validate.aicheck": [[89, "module-imgutils.validate.aicheck"]], "get_ai_created_score": [[89, "get-ai-created-score"]], "is_ai_created": [[89, "is-ai-created"]], "imgutils.validate.bangumi_char": [[90, "module-imgutils.validate.bangumi_char"]], "anime_bangumi_char_score": [[90, "anime-bangumi-char-score"]], "anime_bangumi_char": [[90, "anime-bangumi-char"]], "imgutils.validate.classify": [[91, "module-imgutils.validate.classify"]], "anime_classify_score": [[91, "anime-classify-score"]], "anime_classify": [[91, "anime-classify"]], "imgutils.validate.color": [[92, "module-imgutils.validate.color"]], "is_greyscale": [[92, "is-greyscale"]], "imgutils.validate.completeness": [[93, "module-imgutils.validate.completeness"]], "anime_completeness_score": [[93, "anime-completeness-score"]], "anime_completeness": [[93, "anime-completeness"]], "imgutils.validate.dbrating": [[94, "module-imgutils.validate.dbrating"]], "anime_dbrating_score": [[94, "anime-dbrating-score"]], "anime_dbrating": [[94, "anime-dbrating"]], "imgutils.validate.furry": [[95, "module-imgutils.validate.furry"]], "anime_furry_score": [[95, "anime-furry-score"]], "anime_furry": [[95, "anime-furry"]], "imgutils.validate": [[96, "module-imgutils.validate"]], "imgutils.validate.monochrome": [[97, "module-imgutils.validate.monochrome"]], "get_monochrome_score": [[97, "get-monochrome-score"]], "is_monochrome": [[97, "is-monochrome"]], "imgutils.validate.nsfw": [[98, "module-imgutils.validate.nsfw"]], "nsfw_pred_score": [[98, "nsfw-pred-score"]], "nsfw_pred": [[98, "nsfw-pred"]], "imgutils.validate.portrait": [[99, "module-imgutils.validate.portrait"]], "anime_portrait_score": [[99, "anime-portrait-score"]], "anime_portrait": [[99, "anime-portrait"]], "imgutils.validate.rating": [[100, "module-imgutils.validate.rating"]], "anime_rating_score": [[100, "anime-rating-score"]], "anime_rating": [[100, "anime-rating"]], "imgutils.validate.real": [[101, "module-imgutils.validate.real"]], "anime_real_score": [[101, "anime-real-score"]], "anime_real": [[101, "anime-real"]], "imgutils.validate.safe": [[102, "module-imgutils.validate.safe"]], "safe_check_score": [[102, "safe-check-score"]], "safe_check": [[102, "safe-check"]], "imgutils.validate.style_age": [[103, "module-imgutils.validate.style_age"]], "anime_style_age_score": [[103, "anime-style-age-score"]], "anime_style_age": [[103, "anime-style-age"]], "imgutils.validate.teen": [[104, "module-imgutils.validate.teen"]], "anime_teen_score": [[104, "anime-teen-score"]], "anime_teen": [[104, "anime-teen"]], "imgutils.validate.truncate": [[105, "module-imgutils.validate.truncate"]], "is_truncated_file": [[105, "is-truncated-file"]], "Welcome to imgutils\u2019s Documentation": [[106, "welcome-to-imgutils-s-documentation"]], "Overview": [[106, "overview"]], "Tutorials": [[106, null]], "Information": [[106, null]], "API Documentation": [[106, null]], "Run Environment Information": [[107, "Run-Environment-Information"], [108, "Run-Environment-Information"]], "Installation": [[109, "installation"]], "Quick Start": [[110, "quick-start"]]}, "indexentries": {"ascii_drawing() (in module imgutils.ascii.drawing)": [[0, "imgutils.ascii.drawing.ascii_drawing"]], "imgutils.ascii.drawing": [[0, "module-imgutils.ascii.drawing"]], "module": [[0, "module-imgutils.ascii.drawing"], [1, "module-imgutils.ascii"], [2, "module-imgutils.config"], [3, "module-imgutils.config.meta"], [4, "module-imgutils.data.background"], [5, "module-imgutils.data.blob"], [6, "module-imgutils.data.decode"], [7, "module-imgutils.data.encode"], [8, "module-imgutils.data.image"], [9, "module-imgutils.data"], [10, "module-imgutils.data.layer"], [11, "module-imgutils.data.url"], [12, "module-imgutils.detect.booru_yolo"], [13, "module-imgutils.detect.censor"], [14, "module-imgutils.detect.eye"], [15, "module-imgutils.detect.face"], [16, "module-imgutils.detect.halfbody"], [17, "module-imgutils.detect.hand"], [18, "module-imgutils.detect.head"], [19, "module-imgutils.detect"], [20, "module-imgutils.detect.nudenet"], [21, "module-imgutils.detect.person"], [22, "module-imgutils.detect.similarity"], [23, "module-imgutils.detect.text"], [24, "module-imgutils.detect.visual"], [25, "module-imgutils.edge.canny"], [26, "module-imgutils.edge"], [27, "module-imgutils.edge.lineart"], [28, "module-imgutils.edge.lineart_anime"], [29, "module-imgutils.generic.classify"], [30, "module-imgutils.generic.clip"], [31, "module-imgutils.generic.enhance"], [32, "module-imgutils.generic"], [33, "module-imgutils.generic.siglip"], [34, "module-imgutils.generic.yolo"], [35, "module-imgutils.metadata.geninfo"], [36, "module-imgutils.metadata"], [37, "module-imgutils.metadata.lsb"], [38, "module-imgutils.metrics.aesthetic"], [39, "module-imgutils.metrics.ccip"], [40, "module-imgutils.metrics.dbaesthetic"], [41, "module-imgutils.metrics"], [42, "module-imgutils.metrics.laplacian"], [43, "module-imgutils.metrics.lpips"], [44, "module-imgutils.metrics.psnr_"], [45, "module-imgutils.ocr"], [46, "module-imgutils.operate.align"], [47, "module-imgutils.operate.censor_"], [48, "module-imgutils.operate.imgcensor"], [49, "module-imgutils.operate"], [50, "module-imgutils.operate.squeeze"], [51, "module-imgutils.pose.dwpose"], [52, "module-imgutils.pose.format"], [53, "module-imgutils.pose"], [54, "module-imgutils.pose.visual"], [55, "module-imgutils.preprocess.base"], [56, "module-imgutils.preprocess"], [57, "module-imgutils.preprocess.pillow"], [58, "module-imgutils.preprocess.torchvision"], [59, "module-imgutils.preprocess.transformers"], [60, "module-imgutils.resource.background"], [61, "module-imgutils.resource"], [62, "module-imgutils.restore.adversarial"], [63, "module-imgutils.restore"], [64, "module-imgutils.restore.nafnet"], [65, "module-imgutils.restore.scunet"], [66, "module-imgutils.sd"], [67, "module-imgutils.sd.metadata"], [68, "module-imgutils.sd.model"], [69, "module-imgutils.sd.nai"], [70, "module-imgutils.segment"], [71, "module-imgutils.segment.isnetis"], [72, "module-imgutils.tagging.blacklist"], [73, "module-imgutils.tagging.character"], [74, "module-imgutils.tagging.deepdanbooru"], [75, "module-imgutils.tagging.deepgelbooru"], [76, "module-imgutils.tagging.format"], [77, "module-imgutils.tagging"], [78, "module-imgutils.tagging.match"], [79, "module-imgutils.tagging.mldanbooru"], [80, "module-imgutils.tagging.order"], [81, "module-imgutils.tagging.overlap"], [82, "module-imgutils.tagging.wd14"], [83, "module-imgutils.upscale.cdc"], [84, "module-imgutils.upscale"], [85, "module-imgutils.utils.cache"], [86, "module-imgutils.utils.func"], [87, "module-imgutils.utils"], [88, "module-imgutils.utils.onnxruntime"], [89, "module-imgutils.validate.aicheck"], [90, "module-imgutils.validate.bangumi_char"], [91, "module-imgutils.validate.classify"], [92, "module-imgutils.validate.color"], [93, "module-imgutils.validate.completeness"], [94, "module-imgutils.validate.dbrating"], [95, "module-imgutils.validate.furry"], [96, "module-imgutils.validate"], [97, "module-imgutils.validate.monochrome"], [98, "module-imgutils.validate.nsfw"], [99, "module-imgutils.validate.portrait"], [100, "module-imgutils.validate.rating"], [101, "module-imgutils.validate.real"], [102, "module-imgutils.validate.safe"], [103, "module-imgutils.validate.style_age"], [104, "module-imgutils.validate.teen"], [105, "module-imgutils.validate.truncate"]], "imgutils.ascii": [[1, "module-imgutils.ascii"]], "imgutils.config": [[2, "module-imgutils.config"]], "__author_email__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__AUTHOR_EMAIL__"]], "__author__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__AUTHOR__"]], "__description__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__DESCRIPTION__"]], "__title__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__TITLE__"]], "__version__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__VERSION__"]], "imgutils.config.meta": [[3, "module-imgutils.config.meta"]], "grid_background() (in module imgutils.data.background)": [[4, "imgutils.data.background.grid_background"]], "grid_transparent() (in module imgutils.data.background)": [[4, "imgutils.data.background.grid_transparent"]], "imgutils.data.background": [[4, "module-imgutils.data.background"]], "imgutils.data.blob": [[5, "module-imgutils.data.blob"]], "is_valid_image_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.is_valid_image_blob_url"]], "load_image_from_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.load_image_from_blob_url"]], "to_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.to_blob_url"]], "imgutils.data.decode": [[6, "module-imgutils.data.decode"]], "rgb_decode() (in module imgutils.data.decode)": [[6, "imgutils.data.decode.rgb_decode"]], "imgutils.data.encode": [[7, "module-imgutils.data.encode"]], "rgb_encode() (in module imgutils.data.encode)": [[7, "imgutils.data.encode.rgb_encode"]], "has_alpha_channel() (in module imgutils.data.image)": [[8, "imgutils.data.image.has_alpha_channel"]], "imgutils.data.image": [[8, "module-imgutils.data.image"]], "load_image() (in module imgutils.data.image)": [[8, "imgutils.data.image.load_image"]], "load_images() (in module imgutils.data.image)": [[8, "imgutils.data.image.load_images"]], "imgutils.data": [[9, "module-imgutils.data"]], "imgutils.data.layer": [[10, "module-imgutils.data.layer"]], "istack() (in module imgutils.data.layer)": [[10, "imgutils.data.layer.istack"]], "download_image_from_url() (in module imgutils.data.url)": [[11, "imgutils.data.url.download_image_from_url"]], "imgutils.data.url": [[11, "module-imgutils.data.url"]], "is_http_url() (in module imgutils.data.url)": [[11, "imgutils.data.url.is_http_url"]], "detect_with_booru_yolo() (in module imgutils.detect.booru_yolo)": [[12, "imgutils.detect.booru_yolo.detect_with_booru_yolo"]], "imgutils.detect.booru_yolo": [[12, "module-imgutils.detect.booru_yolo"]], "detect_censors() (in module imgutils.detect.censor)": [[13, "imgutils.detect.censor.detect_censors"]], "imgutils.detect.censor": [[13, "module-imgutils.detect.censor"]], "detect_eyes() (in module imgutils.detect.eye)": [[14, "imgutils.detect.eye.detect_eyes"]], "imgutils.detect.eye": [[14, "module-imgutils.detect.eye"]], "detect_faces() (in module imgutils.detect.face)": [[15, "imgutils.detect.face.detect_faces"]], "imgutils.detect.face": [[15, "module-imgutils.detect.face"]], "detect_halfbody() (in module imgutils.detect.halfbody)": [[16, "imgutils.detect.halfbody.detect_halfbody"]], "imgutils.detect.halfbody": [[16, "module-imgutils.detect.halfbody"]], "detect_hands() (in module imgutils.detect.hand)": [[17, "imgutils.detect.hand.detect_hands"]], "imgutils.detect.hand": [[17, "module-imgutils.detect.hand"]], "detect_heads() (in module imgutils.detect.head)": [[18, "imgutils.detect.head.detect_heads"]], "imgutils.detect.head": [[18, "module-imgutils.detect.head"]], "imgutils.detect": [[19, "module-imgutils.detect"]], "detect_with_nudenet() (in module imgutils.detect.nudenet)": [[20, "imgutils.detect.nudenet.detect_with_nudenet"]], "imgutils.detect.nudenet": [[20, "module-imgutils.detect.nudenet"]], "detect_person() (in module imgutils.detect.person)": [[21, "imgutils.detect.person.detect_person"]], "imgutils.detect.person": [[21, "module-imgutils.detect.person"]], "bboxes_similarity() (in module imgutils.detect.similarity)": [[22, "imgutils.detect.similarity.bboxes_similarity"]], "calculate_iou() (in module imgutils.detect.similarity)": [[22, "imgutils.detect.similarity.calculate_iou"]], "detection_similarity() (in module imgutils.detect.similarity)": [[22, "imgutils.detect.similarity.detection_similarity"]], "imgutils.detect.similarity": [[22, "module-imgutils.detect.similarity"]], "detect_text() (in module imgutils.detect.text)": [[23, "imgutils.detect.text.detect_text"]], "imgutils.detect.text": [[23, "module-imgutils.detect.text"]], "detection_visualize() (in module imgutils.detect.visual)": [[24, "imgutils.detect.visual.detection_visualize"]], "imgutils.detect.visual": [[24, "module-imgutils.detect.visual"]], "edge_image_with_canny() (in module imgutils.edge.canny)": [[25, "imgutils.edge.canny.edge_image_with_canny"]], "get_edge_by_canny() (in module imgutils.edge.canny)": [[25, "imgutils.edge.canny.get_edge_by_canny"]], "imgutils.edge.canny": [[25, "module-imgutils.edge.canny"]], "imgutils.edge": [[26, "module-imgutils.edge"]], "edge_image_with_lineart() (in module imgutils.edge.lineart)": [[27, "imgutils.edge.lineart.edge_image_with_lineart"]], "get_edge_by_lineart() (in module imgutils.edge.lineart)": [[27, "imgutils.edge.lineart.get_edge_by_lineart"]], "imgutils.edge.lineart": [[27, "module-imgutils.edge.lineart"]], "edge_image_with_lineart_anime() (in module imgutils.edge.lineart_anime)": [[28, "imgutils.edge.lineart_anime.edge_image_with_lineart_anime"]], "get_edge_by_lineart_anime() (in module imgutils.edge.lineart_anime)": [[28, "imgutils.edge.lineart_anime.get_edge_by_lineart_anime"]], "imgutils.edge.lineart_anime": [[28, "module-imgutils.edge.lineart_anime"]], "classifymodel (class in imgutils.generic.classify)": [[29, "imgutils.generic.classify.ClassifyModel"]], "__init__() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.__init__"]], "classify_predict() (in module imgutils.generic.classify)": [[29, "imgutils.generic.classify.classify_predict"]], "classify_predict_fmt() (in module imgutils.generic.classify)": [[29, "imgutils.generic.classify.classify_predict_fmt"]], "classify_predict_score() (in module imgutils.generic.classify)": [[29, "imgutils.generic.classify.classify_predict_score"]], "clear() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.clear"]], "imgutils.generic.classify": [[29, "module-imgutils.generic.classify"]], "launch_demo() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.launch_demo"]], "make_ui() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.make_ui"]], "predict() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.predict"]], "predict_fmt() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.predict_fmt"]], "predict_score() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.predict_score"]], "clipmodel (class in imgutils.generic.clip)": [[30, "imgutils.generic.clip.CLIPModel"]], "__init__() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.__init__"]], "clear() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.clear"]], "clip_image_encode() (in module imgutils.generic.clip)": [[30, "imgutils.generic.clip.clip_image_encode"]], "clip_predict() (in module imgutils.generic.clip)": [[30, "imgutils.generic.clip.clip_predict"]], "clip_text_encode() (in module imgutils.generic.clip)": [[30, "imgutils.generic.clip.clip_text_encode"]], "image_encode() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.image_encode"]], "imgutils.generic.clip": [[30, "module-imgutils.generic.clip"]], "launch_demo() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.launch_demo"]], "make_ui() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.make_ui"]], "predict() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.predict"]], "text_encode() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.text_encode"]], "imageenhancer (class in imgutils.generic.enhance)": [[31, "imgutils.generic.enhance.ImageEnhancer"]], "__init__() (imgutils.generic.enhance.imageenhancer method)": [[31, "imgutils.generic.enhance.ImageEnhancer.__init__"]], "imgutils.generic.enhance": [[31, "module-imgutils.generic.enhance"]], "process() (imgutils.generic.enhance.imageenhancer method)": [[31, "imgutils.generic.enhance.ImageEnhancer.process"]], "imgutils.generic": [[32, "module-imgutils.generic"]], "siglipmodel (class in imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.SigLIPModel"]], "__init__() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.__init__"]], "clear() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.clear"]], "image_encode() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.image_encode"]], "imgutils.generic.siglip": [[33, "module-imgutils.generic.siglip"]], "launch_demo() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.launch_demo"]], "make_ui() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.make_ui"]], "predict() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.predict"]], "siglip_image_encode() (in module imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.siglip_image_encode"]], "siglip_predict() (in module imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.siglip_predict"]], "siglip_text_encode() (in module imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.siglip_text_encode"]], "text_encode() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.text_encode"]], "yolomodel (class in imgutils.generic.yolo)": [[34, "imgutils.generic.yolo.YOLOModel"]], "__init__() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.__init__"]], "clear() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.clear"]], "imgutils.generic.yolo": [[34, "module-imgutils.generic.yolo"]], "launch_demo() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.launch_demo"]], "make_ui() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.make_ui"]], "predict() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.predict"]], "yolo_predict() (in module imgutils.generic.yolo)": [[34, "imgutils.generic.yolo.yolo_predict"]], "imgutils.metadata.geninfo": [[35, "module-imgutils.metadata.geninfo"]], "read_geninfo_exif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.read_geninfo_exif"]], "read_geninfo_gif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.read_geninfo_gif"]], "read_geninfo_parameters() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.read_geninfo_parameters"]], "write_geninfo_exif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.write_geninfo_exif"]], "write_geninfo_gif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.write_geninfo_gif"]], "write_geninfo_parameters() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.write_geninfo_parameters"]], "imgutils.metadata": [[36, "module-imgutils.metadata"]], "imagelsbdataextractor (class in imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.ImageLsbDataExtractor"]], "lsbextractor (class in imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.LSBExtractor"]], "lsbreaderror (class in imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.LSBReadError"]], "__init__() (imgutils.metadata.lsb.imagelsbdataextractor method)": [[37, "imgutils.metadata.lsb.ImageLsbDataExtractor.__init__"]], "__init__() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.__init__"]], "extract_data() (imgutils.metadata.lsb.imagelsbdataextractor method)": [[37, "imgutils.metadata.lsb.ImageLsbDataExtractor.extract_data"]], "get_next_n_bytes() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.get_next_n_bytes"]], "get_one_byte() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.get_one_byte"]], "imgutils.metadata.lsb": [[37, "module-imgutils.metadata.lsb"]], "inject_data() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.inject_data"]], "read_32bit_integer() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.read_32bit_integer"]], "read_lsb_metadata() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.read_lsb_metadata"]], "read_lsb_raw_bytes() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.read_lsb_raw_bytes"]], "serialize_json() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.serialize_json"]], "serialize_pnginfo() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.serialize_pnginfo"]], "write_lsb_metadata() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.write_lsb_metadata"]], "write_lsb_raw_bytes() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.write_lsb_raw_bytes"]], "get_aesthetic_score() (in module imgutils.metrics.aesthetic)": [[38, "imgutils.metrics.aesthetic.get_aesthetic_score"]], "imgutils.metrics.aesthetic": [[38, "module-imgutils.metrics.aesthetic"]], "ccip_batch_differences() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_batch_differences"]], "ccip_batch_extract_features() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_batch_extract_features"]], "ccip_batch_same() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_batch_same"]], "ccip_clustering() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_clustering"]], "ccip_default_clustering_params() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_default_clustering_params"]], "ccip_default_threshold() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_default_threshold"]], "ccip_difference() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_difference"]], "ccip_extract_feature() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_extract_feature"]], "ccip_merge() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_merge"]], "ccip_same() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_same"]], "imgutils.metrics.ccip": [[39, "module-imgutils.metrics.ccip"]], "anime_dbaesthetic() (in module imgutils.metrics.dbaesthetic)": [[40, "imgutils.metrics.dbaesthetic.anime_dbaesthetic"]], "imgutils.metrics.dbaesthetic": [[40, "module-imgutils.metrics.dbaesthetic"]], "imgutils.metrics": [[41, "module-imgutils.metrics"]], "imgutils.metrics.laplacian": [[42, "module-imgutils.metrics.laplacian"]], "laplacian_score() (in module imgutils.metrics.laplacian)": [[42, "imgutils.metrics.laplacian.laplacian_score"]], "imgutils.metrics.lpips": [[43, "module-imgutils.metrics.lpips"]], "lpips_clustering() (in module imgutils.metrics.lpips)": [[43, "imgutils.metrics.lpips.lpips_clustering"]], "lpips_difference() (in module imgutils.metrics.lpips)": [[43, "imgutils.metrics.lpips.lpips_difference"]], "lpips_extract_feature() (in module imgutils.metrics.lpips)": [[43, "imgutils.metrics.lpips.lpips_extract_feature"]], "imgutils.metrics.psnr_": [[44, "module-imgutils.metrics.psnr_"]], "psnr() (in module imgutils.metrics.psnr_)": [[44, "imgutils.metrics.psnr_.psnr"]], "detect_text_with_ocr() (in module imgutils.ocr)": [[45, "imgutils.ocr.detect_text_with_ocr"]], "imgutils.ocr": [[45, "module-imgutils.ocr"]], "list_det_models() (in module imgutils.ocr)": [[45, "imgutils.ocr.list_det_models"]], "list_rec_models() (in module imgutils.ocr)": [[45, "imgutils.ocr.list_rec_models"]], "ocr() (in module imgutils.ocr)": [[45, "imgutils.ocr.ocr"]], "align_maxsize() (in module imgutils.operate.align)": [[46, "imgutils.operate.align.align_maxsize"]], "imgutils.operate.align": [[46, "module-imgutils.operate.align"]], "basecensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.BaseCensor"]], "blurcensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.BlurCensor"]], "colorcensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.ColorCensor"]], "pixelatecensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.PixelateCensor"]], "censor_area() (imgutils.operate.censor_.basecensor method)": [[47, "imgutils.operate.censor_.BaseCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.blurcensor method)": [[47, "imgutils.operate.censor_.BlurCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.colorcensor method)": [[47, "imgutils.operate.censor_.ColorCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.pixelatecensor method)": [[47, "imgutils.operate.censor_.PixelateCensor.censor_area"]], "censor_areas() (in module imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.censor_areas"]], "censor_nsfw() (in module imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.censor_nsfw"]], "imgutils.operate.censor_": [[47, "module-imgutils.operate.censor_"]], "register_censor_method() (in module imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.register_censor_method"]], "emojibasedcensor (class in imgutils.operate.imgcensor)": [[48, "imgutils.operate.imgcensor.EmojiBasedCensor"]], "imagebasedcensor (class in imgutils.operate.imgcensor)": [[48, "imgutils.operate.imgcensor.ImageBasedCensor"]], "singleimage (class in imgutils.operate.imgcensor)": [[48, "imgutils.operate.imgcensor.SingleImage"]], "__init__() (imgutils.operate.imgcensor.singleimage method)": [[48, "imgutils.operate.imgcensor.SingleImage.__init__"]], "censor_area() (imgutils.operate.imgcensor.emojibasedcensor method)": [[48, "imgutils.operate.imgcensor.EmojiBasedCensor.censor_area"]], "censor_area() (imgutils.operate.imgcensor.imagebasedcensor method)": [[48, "imgutils.operate.imgcensor.ImageBasedCensor.censor_area"]], "find_for_area() (imgutils.operate.imgcensor.singleimage method)": [[48, "imgutils.operate.imgcensor.SingleImage.find_for_area"]], "height (imgutils.operate.imgcensor.singleimage property)": [[48, "imgutils.operate.imgcensor.SingleImage.height"]], "imgutils.operate.imgcensor": [[48, "module-imgutils.operate.imgcensor"]], "width (imgutils.operate.imgcensor.singleimage property)": [[48, "imgutils.operate.imgcensor.SingleImage.width"]], "imgutils.operate": [[49, "module-imgutils.operate"]], "imgutils.operate.squeeze": [[50, "module-imgutils.operate.squeeze"]], "squeeze() (in module imgutils.operate.squeeze)": [[50, "imgutils.operate.squeeze.squeeze"]], "squeeze_with_transparency() (in module imgutils.operate.squeeze)": [[50, "imgutils.operate.squeeze.squeeze_with_transparency"]], "dwpose_estimate() (in module imgutils.pose.dwpose)": [[51, "imgutils.pose.dwpose.dwpose_estimate"]], "imgutils.pose.dwpose": [[51, "module-imgutils.pose.dwpose"]], "left_ankle (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_ANKLE"]], "left_big_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_BIG_TOE"]], "left_ear (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_EAR"]], "left_elbow (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_ELBOW"]], "left_eye (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_EYE"]], "left_heel (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_HEEL"]], "left_hip (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_HIP"]], "left_knee (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_KNEE"]], "left_shoulder (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_SHOULDER"]], "left_small_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_SMALL_TOE"]], "left_wrist (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_WRIST"]], "neck (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.NECK"]], "nose (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.NOSE"]], "op18keypointset (class in imgutils.pose.format)": [[52, "imgutils.pose.format.OP18KeyPointSet"]], "op18_body_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_BODY_MAX"]], "op18_body_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_BODY_MIN"]], "op18_face_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_FACE_MAX"]], "op18_face_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_FACE_MIN"]], "op18_left_foot_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_FOOT_MAX"]], "op18_left_foot_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_FOOT_MIN"]], "op18_left_hand_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_HAND_MAX"]], "op18_left_hand_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_HAND_MIN"]], "op18_right_foot_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_FOOT_MAX"]], "op18_right_foot_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_FOOT_MIN"]], "op18_right_hand_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_HAND_MAX"]], "op18_right_hand_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_HAND_MIN"]], "right_ankle (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_ANKLE"]], "right_big_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_BIG_TOE"]], "right_ear (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_EAR"]], "right_elbow (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_ELBOW"]], "right_eye (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_EYE"]], "right_heel (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_HEEL"]], "right_hip (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_HIP"]], "right_knee (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_KNEE"]], "right_shoulder (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_SHOULDER"]], "right_small_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_SMALL_TOE"]], "right_wrist (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_WRIST"]], "__init__() (imgutils.pose.format.op18keypointset method)": [[52, "imgutils.pose.format.OP18KeyPointSet.__init__"]], "__mul__() (imgutils.pose.format.op18keypointset method)": [[52, "imgutils.pose.format.OP18KeyPointSet.__mul__"]], "__truediv__() (imgutils.pose.format.op18keypointset method)": [[52, "imgutils.pose.format.OP18KeyPointSet.__truediv__"]], "body (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.body"]], "face (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.face"]], "imgutils.pose.format": [[52, "module-imgutils.pose.format"]], "left_foot (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.left_foot"]], "left_hand (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.left_hand"]], "right_foot (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.right_foot"]], "right_hand (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.right_hand"]], "imgutils.pose": [[53, "module-imgutils.pose"]], "imgutils.pose.visual": [[54, "module-imgutils.pose.visual"]], "op18_visualize() (in module imgutils.pose.visual)": [[54, "imgutils.pose.visual.op18_visualize"]], "notparsetarget (class in imgutils.preprocess.base)": [[55, "imgutils.preprocess.base.NotParseTarget"]], "imgutils.preprocess.base": [[55, "module-imgutils.preprocess.base"]], "imgutils.preprocess": [[56, "module-imgutils.preprocess"]], "create_pillow_transforms() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.create_pillow_transforms"]], "imgutils.preprocess.pillow": [[57, "module-imgutils.preprocess.pillow"]], "parse_pillow_transforms() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.parse_pillow_transforms"]], "register_pillow_parse() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.register_pillow_parse"]], "register_pillow_transform() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.register_pillow_transform"]], "create_torchvision_transforms() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.create_torchvision_transforms"]], "imgutils.preprocess.torchvision": [[58, "module-imgutils.preprocess.torchvision"]], "parse_torchvision_transforms() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.parse_torchvision_transforms"]], "register_torchvision_parse() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.register_torchvision_parse"]], "register_torchvision_transform() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.register_torchvision_transform"]], "notprocessortypeerror (class in imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.NotProcessorTypeError"]], "convert_to_size_dict() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.convert_to_size_dict"]], "create_bit_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_bit_transforms"]], "create_blip_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_blip_transforms"]], "create_clip_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_clip_transforms"]], "create_convnext_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_convnext_transforms"]], "create_mobilenetv2_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_mobilenetv2_transforms"]], "create_siglip_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_siglip_transforms"]], "create_transforms_from_bit_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_bit_processor"]], "create_transforms_from_blip_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_blip_processor"]], "create_transforms_from_clip_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_clip_processor"]], "create_transforms_from_convnext_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_convnext_processor"]], "create_transforms_from_mobilenetv2_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_mobilenetv2_processor"]], "create_transforms_from_siglip_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_siglip_processor"]], "create_transforms_from_transformers() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_transformers"]], "create_transforms_from_vit_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_vit_processor"]], "create_vit_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_vit_transforms"]], "get_size_dict() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.get_size_dict"]], "imgutils.preprocess.transformers": [[59, "module-imgutils.preprocess.transformers"]], "is_valid_size_dict() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.is_valid_size_dict"]], "register_creators_for_transformers() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.register_creators_for_transformers"]], "backgroundimageset (class in imgutils.resource.background)": [[60, "imgutils.resource.background.BackgroundImageSet"]], "__init__() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.__init__"]], "get_bg_image() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.get_bg_image"]], "get_bg_image_file() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.get_bg_image_file"]], "get_image() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.get_image"]], "get_image_file() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.get_image_file"]], "imgutils.resource.background": [[60, "module-imgutils.resource.background"]], "list_bg_image_files() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.list_bg_image_files"]], "list_image_files() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.list_image_files"]], "random_bg_image() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.random_bg_image"]], "random_bg_image_file() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.random_bg_image_file"]], "random_image() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.random_image"]], "random_image_file() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.random_image_file"]], "imgutils.resource": [[61, "module-imgutils.resource"]], "imgutils.restore.adversarial": [[62, "module-imgutils.restore.adversarial"]], "remove_adversarial_noise() (in module imgutils.restore.adversarial)": [[62, "imgutils.restore.adversarial.remove_adversarial_noise"]], "imgutils.restore": [[63, "module-imgutils.restore"]], "imgutils.restore.nafnet": [[64, "module-imgutils.restore.nafnet"]], "restore_with_nafnet() (in module imgutils.restore.nafnet)": [[64, "imgutils.restore.nafnet.restore_with_nafnet"]], "imgutils.restore.scunet": [[65, "module-imgutils.restore.scunet"]], "restore_with_scunet() (in module imgutils.restore.scunet)": [[65, "imgutils.restore.scunet.restore_with_scunet"]], "imgutils.sd": [[66, "module-imgutils.sd"]], "sdmetadata (class in imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.SDMetaData"]], "__str__() (imgutils.sd.metadata.sdmetadata method)": [[67, "imgutils.sd.metadata.SDMetaData.__str__"]], "get_sdmeta_from_image() (in module imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.get_sdmeta_from_image"]], "imgutils.sd.metadata": [[67, "module-imgutils.sd.metadata"]], "parse_sdmeta_from_text() (in module imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.parse_sdmeta_from_text"]], "pnginfo (imgutils.sd.metadata.sdmetadata property)": [[67, "imgutils.sd.metadata.SDMetaData.pnginfo"]], "save_image_with_sdmeta() (in module imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.save_image_with_sdmeta"]], "text (imgutils.sd.metadata.sdmetadata property)": [[67, "imgutils.sd.metadata.SDMetaData.text"]], "imgutils.sd.model": [[68, "module-imgutils.sd.model"]], "read_metadata() (in module imgutils.sd.model)": [[68, "imgutils.sd.model.read_metadata"]], "save_with_metadata() (in module imgutils.sd.model)": [[68, "imgutils.sd.model.save_with_metadata"]], "naimetadata (class in imgutils.sd.nai)": [[69, "imgutils.sd.nai.NAIMetaData"], [69, "imgutils.sd.nai.NAIMetadata"]], "__init__() (imgutils.sd.nai.naimetadata method)": [[69, "imgutils.sd.nai.NAIMetaData.__init__"]], "add_naimeta_to_image() (in module imgutils.sd.nai)": [[69, "imgutils.sd.nai.add_naimeta_to_image"]], "get_naimeta_from_image() (in module imgutils.sd.nai)": [[69, "imgutils.sd.nai.get_naimeta_from_image"]], "imgutils.sd.nai": [[69, "module-imgutils.sd.nai"]], "pnginfo (imgutils.sd.nai.naimetadata property)": [[69, "imgutils.sd.nai.NAIMetaData.pnginfo"]], "save_image_with_naimeta() (in module imgutils.sd.nai)": [[69, "imgutils.sd.nai.save_image_with_naimeta"]], "imgutils.segment": [[70, "module-imgutils.segment"]], "get_isnetis_mask() (in module imgutils.segment.isnetis)": [[71, "imgutils.segment.isnetis.get_isnetis_mask"]], "imgutils.segment.isnetis": [[71, "module-imgutils.segment.isnetis"]], "segment_rgba_with_isnetis() (in module imgutils.segment.isnetis)": [[71, "imgutils.segment.isnetis.segment_rgba_with_isnetis"]], "segment_with_isnetis() (in module imgutils.segment.isnetis)": [[71, "imgutils.segment.isnetis.segment_with_isnetis"]], "drop_blacklisted_tags() (in module imgutils.tagging.blacklist)": [[72, "imgutils.tagging.blacklist.drop_blacklisted_tags"]], "imgutils.tagging.blacklist": [[72, "module-imgutils.tagging.blacklist"]], "is_blacklisted() (in module imgutils.tagging.blacklist)": [[72, "imgutils.tagging.blacklist.is_blacklisted"]], "char_prefixes (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_PREFIXES"]], "char_suffixes (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_SUFFIXES"]], "char_whitelist_prefix (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_WHITELIST_PREFIX"]], "char_whitelist_suffix (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_WHITELIST_SUFFIX"]], "char_whitelist_word (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_WHITELIST_WORD"]], "charactertagpool (class in imgutils.tagging.character)": [[73, "imgutils.tagging.character.CharacterTagPool"]], "__init__() (imgutils.tagging.character.charactertagpool method)": [[73, "imgutils.tagging.character.CharacterTagPool.__init__"]], "drop_basic_character_tags() (imgutils.tagging.character.charactertagpool method)": [[73, "imgutils.tagging.character.CharacterTagPool.drop_basic_character_tags"]], "drop_basic_character_tags() (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.drop_basic_character_tags"]], "imgutils.tagging.character": [[73, "module-imgutils.tagging.character"]], "is_basic_character_tag() (imgutils.tagging.character.charactertagpool method)": [[73, "imgutils.tagging.character.CharacterTagPool.is_basic_character_tag"]], "is_basic_character_tag() (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.is_basic_character_tag"]], "get_deepdanbooru_tags() (in module imgutils.tagging.deepdanbooru)": [[74, "imgutils.tagging.deepdanbooru.get_deepdanbooru_tags"]], "imgutils.tagging.deepdanbooru": [[74, "module-imgutils.tagging.deepdanbooru"]], "get_deepgelbooru_tags() (in module imgutils.tagging.deepgelbooru)": [[75, "imgutils.tagging.deepgelbooru.get_deepgelbooru_tags"]], "imgutils.tagging.deepgelbooru": [[75, "module-imgutils.tagging.deepgelbooru"]], "add_underline() (in module imgutils.tagging.format)": [[76, "imgutils.tagging.format.add_underline"]], "imgutils.tagging.format": [[76, "module-imgutils.tagging.format"]], "remove_underline() (in module imgutils.tagging.format)": [[76, "imgutils.tagging.format.remove_underline"]], "tags_to_text() (in module imgutils.tagging.format)": [[76, "imgutils.tagging.format.tags_to_text"]], "imgutils.tagging": [[77, "module-imgutils.tagging"]], "imgutils.tagging.match": [[78, "module-imgutils.tagging.match"]], "tag_match_full() (in module imgutils.tagging.match)": [[78, "imgutils.tagging.match.tag_match_full"]], "tag_match_prefix() (in module imgutils.tagging.match)": [[78, "imgutils.tagging.match.tag_match_prefix"]], "tag_match_suffix() (in module imgutils.tagging.match)": [[78, "imgutils.tagging.match.tag_match_suffix"]], "get_mldanbooru_tags() (in module imgutils.tagging.mldanbooru)": [[79, "imgutils.tagging.mldanbooru.get_mldanbooru_tags"]], "imgutils.tagging.mldanbooru": [[79, "module-imgutils.tagging.mldanbooru"]], "imgutils.tagging.order": [[80, "module-imgutils.tagging.order"]], "sort_tags() (in module imgutils.tagging.order)": [[80, "imgutils.tagging.order.sort_tags"]], "drop_overlap_tags() (in module imgutils.tagging.overlap)": [[81, "imgutils.tagging.overlap.drop_overlap_tags"]], "imgutils.tagging.overlap": [[81, "module-imgutils.tagging.overlap"]], "convert_wd14_emb_to_prediction() (in module imgutils.tagging.wd14)": [[82, "imgutils.tagging.wd14.convert_wd14_emb_to_prediction"]], "denormalize_wd14_emb() (in module imgutils.tagging.wd14)": [[82, "imgutils.tagging.wd14.denormalize_wd14_emb"]], "get_wd14_tags() (in module imgutils.tagging.wd14)": [[82, "imgutils.tagging.wd14.get_wd14_tags"]], "imgutils.tagging.wd14": [[82, "module-imgutils.tagging.wd14"]], "imgutils.upscale.cdc": [[83, "module-imgutils.upscale.cdc"]], "upscale_with_cdc() (in module imgutils.upscale.cdc)": [[83, "imgutils.upscale.cdc.upscale_with_cdc"]], "imgutils.upscale": [[84, "module-imgutils.upscale"]], "imgutils.utils.cache": [[85, "module-imgutils.utils.cache"]], "ts_lru_cache() (in module imgutils.utils.cache)": [[85, "imgutils.utils.cache.ts_lru_cache"]], "imgutils.utils.func": [[86, "module-imgutils.utils.func"]], "sigmoid() (in module imgutils.utils.func)": [[86, "imgutils.utils.func.sigmoid"]], "imgutils.utils": [[87, "module-imgutils.utils"]], "get_onnx_provider() (in module imgutils.utils.onnxruntime)": [[88, "imgutils.utils.onnxruntime.get_onnx_provider"]], "imgutils.utils.onnxruntime": [[88, "module-imgutils.utils.onnxruntime"]], "open_onnx_model() (in module imgutils.utils.onnxruntime)": [[88, "imgutils.utils.onnxruntime.open_onnx_model"]], "get_ai_created_score() (in module imgutils.validate.aicheck)": [[89, "imgutils.validate.aicheck.get_ai_created_score"]], "imgutils.validate.aicheck": [[89, "module-imgutils.validate.aicheck"]], "is_ai_created() (in module imgutils.validate.aicheck)": [[89, "imgutils.validate.aicheck.is_ai_created"]], "anime_bangumi_char() (in module imgutils.validate.bangumi_char)": [[90, "imgutils.validate.bangumi_char.anime_bangumi_char"]], "anime_bangumi_char_score() (in module imgutils.validate.bangumi_char)": [[90, "imgutils.validate.bangumi_char.anime_bangumi_char_score"]], "imgutils.validate.bangumi_char": [[90, "module-imgutils.validate.bangumi_char"]], "anime_classify() (in module imgutils.validate.classify)": [[91, "imgutils.validate.classify.anime_classify"]], "anime_classify_score() (in module imgutils.validate.classify)": [[91, "imgutils.validate.classify.anime_classify_score"]], "imgutils.validate.classify": [[91, "module-imgutils.validate.classify"]], "imgutils.validate.color": [[92, "module-imgutils.validate.color"]], "is_greyscale() (in module imgutils.validate.color)": [[92, "imgutils.validate.color.is_greyscale"]], "anime_completeness() (in module imgutils.validate.completeness)": [[93, "imgutils.validate.completeness.anime_completeness"]], "anime_completeness_score() (in module imgutils.validate.completeness)": [[93, "imgutils.validate.completeness.anime_completeness_score"]], "imgutils.validate.completeness": [[93, "module-imgutils.validate.completeness"]], "anime_dbrating() (in module imgutils.validate.dbrating)": [[94, "imgutils.validate.dbrating.anime_dbrating"]], "anime_dbrating_score() (in module imgutils.validate.dbrating)": [[94, "imgutils.validate.dbrating.anime_dbrating_score"]], "imgutils.validate.dbrating": [[94, "module-imgutils.validate.dbrating"]], "anime_furry() (in module imgutils.validate.furry)": [[95, "imgutils.validate.furry.anime_furry"]], "anime_furry_score() (in module imgutils.validate.furry)": [[95, "imgutils.validate.furry.anime_furry_score"]], "imgutils.validate.furry": [[95, "module-imgutils.validate.furry"]], "imgutils.validate": [[96, "module-imgutils.validate"]], "get_monochrome_score() (in module imgutils.validate.monochrome)": [[97, "imgutils.validate.monochrome.get_monochrome_score"]], "imgutils.validate.monochrome": [[97, "module-imgutils.validate.monochrome"]], "is_monochrome() (in module imgutils.validate.monochrome)": [[97, "imgutils.validate.monochrome.is_monochrome"]], "imgutils.validate.nsfw": [[98, "module-imgutils.validate.nsfw"]], "nsfw_pred() (in module imgutils.validate.nsfw)": [[98, "imgutils.validate.nsfw.nsfw_pred"]], "nsfw_pred_score() (in module imgutils.validate.nsfw)": [[98, "imgutils.validate.nsfw.nsfw_pred_score"]], "anime_portrait() (in module imgutils.validate.portrait)": [[99, "imgutils.validate.portrait.anime_portrait"]], "anime_portrait_score() (in module imgutils.validate.portrait)": [[99, "imgutils.validate.portrait.anime_portrait_score"]], "imgutils.validate.portrait": [[99, "module-imgutils.validate.portrait"]], "anime_rating() (in module imgutils.validate.rating)": [[100, "imgutils.validate.rating.anime_rating"]], "anime_rating_score() (in module imgutils.validate.rating)": [[100, "imgutils.validate.rating.anime_rating_score"]], "imgutils.validate.rating": [[100, "module-imgutils.validate.rating"]], "anime_real() (in module imgutils.validate.real)": [[101, "imgutils.validate.real.anime_real"]], "anime_real_score() (in module imgutils.validate.real)": [[101, "imgutils.validate.real.anime_real_score"]], "imgutils.validate.real": [[101, "module-imgutils.validate.real"]], "imgutils.validate.safe": [[102, "module-imgutils.validate.safe"]], "safe_check() (in module imgutils.validate.safe)": [[102, "imgutils.validate.safe.safe_check"]], "safe_check_score() (in module imgutils.validate.safe)": [[102, "imgutils.validate.safe.safe_check_score"]], "anime_style_age() (in module imgutils.validate.style_age)": [[103, "imgutils.validate.style_age.anime_style_age"]], "anime_style_age_score() (in module imgutils.validate.style_age)": [[103, "imgutils.validate.style_age.anime_style_age_score"]], "imgutils.validate.style_age": [[103, "module-imgutils.validate.style_age"]], "anime_teen() (in module imgutils.validate.teen)": [[104, "imgutils.validate.teen.anime_teen"]], "anime_teen_score() (in module imgutils.validate.teen)": [[104, "imgutils.validate.teen.anime_teen_score"]], "imgutils.validate.teen": [[104, "module-imgutils.validate.teen"]], "imgutils.validate.truncate": [[105, "module-imgutils.validate.truncate"]], "is_truncated_file() (in module imgutils.validate.truncate)": [[105, "imgutils.validate.truncate.is_truncated_file"]]}}) \ No newline at end of file +Search.setIndex({"docnames": ["api_doc/ascii/drawing", "api_doc/ascii/index", "api_doc/config/index", "api_doc/config/meta", "api_doc/data/background", "api_doc/data/blob", "api_doc/data/decode", "api_doc/data/encode", "api_doc/data/image", "api_doc/data/index", "api_doc/data/layer", "api_doc/data/url", "api_doc/detect/booru_yolo", "api_doc/detect/censor", "api_doc/detect/eye", "api_doc/detect/face", "api_doc/detect/halfbody", "api_doc/detect/hand", "api_doc/detect/head", "api_doc/detect/index", "api_doc/detect/nudenet", "api_doc/detect/person", "api_doc/detect/similarity", "api_doc/detect/text", "api_doc/detect/visual", "api_doc/edge/canny", "api_doc/edge/index", "api_doc/edge/lineart", "api_doc/edge/lineart_anime", "api_doc/generic/classify", "api_doc/generic/clip", "api_doc/generic/enhance", "api_doc/generic/index", "api_doc/generic/siglip", "api_doc/generic/yolo", "api_doc/metadata/geninfo", "api_doc/metadata/index", "api_doc/metadata/lsb", "api_doc/metrics/aesthetic", "api_doc/metrics/ccip", "api_doc/metrics/dbaesthetic", "api_doc/metrics/index", "api_doc/metrics/laplacian", "api_doc/metrics/lpips", "api_doc/metrics/psnr_", "api_doc/ocr/index", "api_doc/operate/align", "api_doc/operate/censor", "api_doc/operate/imgcensor", "api_doc/operate/index", "api_doc/operate/squeeze", "api_doc/pose/dwpose", "api_doc/pose/format", "api_doc/pose/index", "api_doc/pose/visual", "api_doc/preprocess/base", "api_doc/preprocess/index", "api_doc/preprocess/pillow", "api_doc/preprocess/torchvision", "api_doc/preprocess/transformers", "api_doc/resource/background", "api_doc/resource/index", "api_doc/restore/adversarial", "api_doc/restore/index", "api_doc/restore/nafnet", "api_doc/restore/scunet", "api_doc/sd/index", "api_doc/sd/metadata", "api_doc/sd/model", "api_doc/sd/nai", "api_doc/segment/index", "api_doc/segment/isnetis", "api_doc/tagging/blacklist", "api_doc/tagging/character", "api_doc/tagging/deepdanbooru", "api_doc/tagging/deepgelbooru", "api_doc/tagging/format", "api_doc/tagging/index", "api_doc/tagging/match", "api_doc/tagging/mldanbooru", "api_doc/tagging/order", "api_doc/tagging/overlap", "api_doc/tagging/wd14", "api_doc/upscale/cdc", "api_doc/upscale/index", "api_doc/utils/cache", "api_doc/utils/func", "api_doc/utils/index", "api_doc/utils/onnxruntime", "api_doc/validate/aicheck", "api_doc/validate/bangumi_char", "api_doc/validate/classify", "api_doc/validate/color", "api_doc/validate/completeness", "api_doc/validate/dbrating", "api_doc/validate/furry", "api_doc/validate/index", "api_doc/validate/monochrome", "api_doc/validate/nsfw", "api_doc/validate/portrait", "api_doc/validate/rating", "api_doc/validate/real", "api_doc/validate/safe", "api_doc/validate/style_age", "api_doc/validate/teen", "api_doc/validate/truncate", "index", "information/environment", "information/environment.result", "tutorials/installation/index", "tutorials/quick_start/index"], "filenames": ["api_doc/ascii/drawing.rst", "api_doc/ascii/index.rst", "api_doc/config/index.rst", "api_doc/config/meta.rst", "api_doc/data/background.rst", "api_doc/data/blob.rst", "api_doc/data/decode.rst", "api_doc/data/encode.rst", "api_doc/data/image.rst", "api_doc/data/index.rst", "api_doc/data/layer.rst", "api_doc/data/url.rst", "api_doc/detect/booru_yolo.rst", "api_doc/detect/censor.rst", "api_doc/detect/eye.rst", "api_doc/detect/face.rst", "api_doc/detect/halfbody.rst", "api_doc/detect/hand.rst", "api_doc/detect/head.rst", "api_doc/detect/index.rst", "api_doc/detect/nudenet.rst", "api_doc/detect/person.rst", "api_doc/detect/similarity.rst", "api_doc/detect/text.rst", "api_doc/detect/visual.rst", "api_doc/edge/canny.rst", "api_doc/edge/index.rst", "api_doc/edge/lineart.rst", "api_doc/edge/lineart_anime.rst", "api_doc/generic/classify.rst", "api_doc/generic/clip.rst", "api_doc/generic/enhance.rst", "api_doc/generic/index.rst", "api_doc/generic/siglip.rst", "api_doc/generic/yolo.rst", "api_doc/metadata/geninfo.rst", "api_doc/metadata/index.rst", "api_doc/metadata/lsb.rst", "api_doc/metrics/aesthetic.rst", "api_doc/metrics/ccip.rst", "api_doc/metrics/dbaesthetic.rst", "api_doc/metrics/index.rst", "api_doc/metrics/laplacian.rst", "api_doc/metrics/lpips.rst", "api_doc/metrics/psnr_.rst", "api_doc/ocr/index.rst", "api_doc/operate/align.rst", "api_doc/operate/censor.rst", "api_doc/operate/imgcensor.rst", "api_doc/operate/index.rst", "api_doc/operate/squeeze.rst", "api_doc/pose/dwpose.rst", "api_doc/pose/format.rst", "api_doc/pose/index.rst", "api_doc/pose/visual.rst", "api_doc/preprocess/base.rst", "api_doc/preprocess/index.rst", "api_doc/preprocess/pillow.rst", "api_doc/preprocess/torchvision.rst", "api_doc/preprocess/transformers.rst", "api_doc/resource/background.rst", "api_doc/resource/index.rst", "api_doc/restore/adversarial.rst", "api_doc/restore/index.rst", "api_doc/restore/nafnet.rst", "api_doc/restore/scunet.rst", "api_doc/sd/index.rst", "api_doc/sd/metadata.rst", "api_doc/sd/model.rst", "api_doc/sd/nai.rst", "api_doc/segment/index.rst", "api_doc/segment/isnetis.rst", "api_doc/tagging/blacklist.rst", "api_doc/tagging/character.rst", "api_doc/tagging/deepdanbooru.rst", "api_doc/tagging/deepgelbooru.rst", "api_doc/tagging/format.rst", "api_doc/tagging/index.rst", "api_doc/tagging/match.rst", "api_doc/tagging/mldanbooru.rst", "api_doc/tagging/order.rst", "api_doc/tagging/overlap.rst", "api_doc/tagging/wd14.rst", "api_doc/upscale/cdc.rst", "api_doc/upscale/index.rst", "api_doc/utils/cache.rst", "api_doc/utils/func.rst", "api_doc/utils/index.rst", "api_doc/utils/onnxruntime.rst", "api_doc/validate/aicheck.rst", "api_doc/validate/bangumi_char.rst", "api_doc/validate/classify.rst", "api_doc/validate/color.rst", "api_doc/validate/completeness.rst", "api_doc/validate/dbrating.rst", "api_doc/validate/furry.rst", "api_doc/validate/index.rst", "api_doc/validate/monochrome.rst", "api_doc/validate/nsfw.rst", "api_doc/validate/portrait.rst", "api_doc/validate/rating.rst", "api_doc/validate/real.rst", "api_doc/validate/safe.rst", "api_doc/validate/style_age.rst", "api_doc/validate/teen.rst", "api_doc/validate/truncate.rst", "index.rst", "information/environment.ipynb", "information/environment.result.ipynb", "tutorials/installation/index.rst", "tutorials/quick_start/index.rst"], "titles": ["imgutils.ascii.drawing", "imgutils.ascii", "imgutils.config", "imgutils.config.meta", "imgutils.data.background", "imgutils.data.blob", "imgutils.data.decode", "imgutils.data.encode", "imgutils.data.image", "imgutils.data", "imgutils.data.layer", "imgutils.data.url", "imgutils.detect.booru_yolo", "imgutils.detect.censor", "imgutils.detect.eye", "imgutils.detect.face", "imgutils.detect.halfbody", "imgutils.detect.hand", "imgutils.detect.head", "imgutils.detect", "imgutils.detect.nudenet", "imgutils.detect.person", "imgutils.detect.similarity", "imgutils.detect.text", "imgutils.detect.visual", "imgutils.edge.canny", "imgutils.edge", "imgutils.edge.lineart", "imgutils.edge.lineart_anime", "imgutils.generic.classify", "imgutils.generic.clip", "imgutils.generic.enhance", "imgutils.generic", "imgutils.generic.siglip", "imgutils.generic.yolo", "imgutils.metadata.geninfo", "imgutils.metadata", "imgutils.metadata.lsb", "imgutils.metrics.aesthetic", "imgutils.metrics.ccip", "imgutils.metrics.dbaesthetic", "imgutils.metrics", "imgutils.metrics.laplacian", "imgutils.metrics.lpips", "imgutils.metrics.psnr_", "imgutils.ocr", "imgutils.operate.align", "imgutils.operate.censor_", "imgutils.operate.imgcensor", "imgutils.operate", "imgutils.operate.squeeze", "imgutils.pose.dwpose", "imgutils.pose.format", "imgutils.pose", "imgutils.pose.visual", "imgutils.preprocess.base", "imgutils.preprocess", "imgutils.preprocess.pillow", "imgutils.preprocess.torchvision", "imgutils.preprocess.transformers", "imgutils.resource.background", "imgutils.resource", "imgutils.restore.adversarial", "imgutils.restore", "imgutils.restore.nafnet", "imgutils.restore.scunet", "imgutils.sd", "imgutils.sd.metadata", "imgutils.sd.model", "imgutils.sd.nai", "imgutils.segment", "imgutils.segment.isnetis", "imgutils.tagging.blacklist", "imgutils.tagging.character", "imgutils.tagging.deepdanbooru", "imgutils.tagging.deepgelbooru", "imgutils.tagging.format", "imgutils.tagging", "imgutils.tagging.match", "imgutils.tagging.mldanbooru", "imgutils.tagging.order", "imgutils.tagging.overlap", "imgutils.tagging.wd14", "imgutils.upscale.cdc", "imgutils.upscale", "imgutils.utils.cache", "imgutils.utils.func", "imgutils.utils", "imgutils.utils.onnxruntime", "imgutils.validate.aicheck", "imgutils.validate.bangumi_char", "imgutils.validate.classify", "imgutils.validate.color", "imgutils.validate.completeness", "imgutils.validate.dbrating", "imgutils.validate.furry", "imgutils.validate", "imgutils.validate.monochrome", "imgutils.validate.nsfw", "imgutils.validate.portrait", "imgutils.validate.rating", "imgutils.validate.real", "imgutils.validate.safe", "imgutils.validate.style_age", "imgutils.validate.teen", "imgutils.validate.truncate", "Welcome to imgutils\u2019s Documentation", "Run Environment Information", "Run Environment Information", "Installation", "Quick Start"], "terms": {"img": [0, 5, 8, 29, 62, 67], "str": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 54, 57, 58, 59, 60, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "pathlik": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "byte": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 52, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "bytearrai": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 52, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "binaryio": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 54, 64, 65, 67, 69, 71, 74, 75, 79, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "imag": [0, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 53, 54, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 69, 70, 71, 74, 75, 76, 77, 79, 82, 83, 84, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 109], "max_width": 0, "int": [0, 4, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 27, 28, 29, 30, 33, 34, 37, 39, 43, 45, 46, 47, 48, 50, 51, 52, 54, 59, 60, 62, 64, 65, 71, 79, 83, 102], "none": [0, 4, 8, 10, 11, 13, 14, 15, 16, 17, 18, 21, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 39, 47, 50, 51, 54, 57, 58, 59, 60, 67, 69, 72, 73, 88], "ellipsi": 0, "max_height": 0, "resampl": [0, 59], "2": [0, 8, 12, 22, 23, 38, 39, 40, 43, 45, 52, 59, 62, 67, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "level": [0, 13, 14, 15, 16, 17, 18, 21, 33, 34, 38, 47, 60, 74, 94], "aspect": [0, 24, 34, 46], "float": [0, 7, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 34, 39, 40, 42, 43, 44, 45, 47, 48, 50, 52, 54, 59, 60, 62, 69, 72, 73, 74, 75, 76, 79, 80, 81, 82, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "1": [0, 10, 12, 20, 21, 22, 38, 39, 40, 43, 45, 52, 59, 60, 62, 67, 68, 72, 73, 74, 75, 80, 82, 83, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108, 109], "8": [0, 12, 22, 37, 39, 43, 47, 52, 59, 62, 67, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 107, 108, 109], "sourc": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 54, 55, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "gener": [0, 4, 12, 15, 21, 35, 36, 66, 67, 69, 75, 79, 82, 87, 94, 106], "art": [0, 67], "base": [0, 18, 21, 22, 29, 30, 33, 34, 39, 40, 42, 43, 46, 47, 48, 50, 52, 54, 56, 57, 59, 60, 69, 71, 74, 75, 79, 80, 81, 82, 90, 94, 98, 100, 106], "given": [0, 6, 7, 8, 10, 11, 14, 15, 17, 18, 19, 20, 23, 25, 27, 28, 29, 30, 33, 37, 39, 42, 46, 48, 52, 55, 59, 67, 69, 72, 73, 78, 81, 82, 89, 91, 94, 97, 98, 100, 104], "paramet": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "imagetyp": [0, 5, 12, 13, 14, 15, 16, 17, 18, 21, 23, 24, 29, 31, 34, 35, 37, 39, 40, 42, 45, 47, 50, 51, 54, 64, 65, 67, 69, 75, 82, 83, 90, 93, 95, 98, 99, 101, 102, 103], "The": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 29, 30, 31, 33, 34, 35, 36, 37, 39, 40, 42, 45, 46, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 63, 64, 65, 67, 68, 69, 71, 73, 74, 75, 76, 78, 79, 80, 82, 83, 85, 86, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 109], "input": [0, 5, 12, 13, 14, 15, 16, 18, 20, 21, 23, 24, 29, 30, 31, 33, 34, 35, 37, 39, 40, 42, 45, 46, 47, 48, 50, 51, 54, 57, 59, 62, 64, 65, 67, 69, 72, 73, 75, 76, 78, 80, 82, 83, 86, 90, 93, 95, 98, 99, 101, 103], "option": [0, 4, 11, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 24, 29, 30, 33, 34, 35, 39, 45, 47, 50, 51, 54, 59, 60, 62, 67, 68, 69, 72, 73, 80, 85], "maximum": [0, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 34, 39, 45, 46, 47, 59, 62, 85, 102], "width": [0, 4, 10, 48, 59, 60, 79], "If": [0, 5, 8, 10, 11, 13, 14, 15, 16, 17, 18, 21, 22, 24, 29, 30, 33, 34, 35, 37, 39, 45, 47, 50, 52, 54, 57, 58, 59, 62, 64, 65, 67, 68, 69, 72, 73, 80, 82, 88, 89, 90, 91, 94, 97, 100, 104], "set": [0, 12, 24, 29, 30, 34, 39, 50, 52, 54, 59, 82, 88, 91, 94, 100, 104, 105], "automat": [0, 4, 30, 33, 39, 50, 88, 107, 108], "determin": [0, 8, 39, 98], "termin": 0, "size": [0, 4, 6, 7, 10, 11, 23, 24, 25, 27, 28, 39, 46, 48, 50, 54, 57, 58, 59, 60, 62, 64, 65, 67, 71, 79, 83, 84, 102, 107, 108], "height": [0, 4, 10, 48, 59, 60, 79], "filter": [0, 34, 50, 59, 62, 72, 73, 94, 96, 100], "us": [0, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 43, 45, 47, 48, 50, 51, 54, 55, 57, 59, 62, 63, 64, 65, 67, 68, 69, 72, 74, 75, 76, 79, 82, 83, 85, 86, 88, 89, 90, 91, 94, 96, 97, 98, 100, 104], "when": [0, 7, 10, 12, 23, 25, 27, 28, 29, 30, 37, 39, 43, 47, 48, 52, 55, 59, 64, 67, 69, 71, 79, 83, 85, 88, 89, 105], "resiz": [0, 23, 24, 34, 46, 54, 57, 58, 59, 67, 79], "charact": [0, 39, 45, 54, 70, 71, 74, 75, 76, 77, 82, 90, 106], "repres": [0, 7, 10, 12, 13, 14, 15, 22, 39, 43, 47, 50, 52, 69, 71, 80, 89, 98, 105], "differ": [0, 8, 14, 15, 16, 17, 18, 21, 22, 30, 35, 36, 37, 39, 43, 44, 51, 52, 58, 59, 90, 95, 99, 101, 103, 107, 108], "intens": 0, "proport": [0, 90], "correct": [0, 37], "output": [0, 24, 29, 30, 33, 40, 54, 67, 68, 75, 80, 82, 109], "which": [0, 4, 10, 22, 23, 25, 27, 28, 33, 35, 39, 43, 48, 57, 59, 60, 63, 67, 68, 69, 71, 72, 75, 79, 85, 86, 88, 89, 91, 96, 97, 98, 105, 106, 107, 108, 109], "should": [0, 3, 10, 24, 39, 43, 47, 48, 50, 59, 71, 82, 109], "approxim": 0, "ratio": [0, 24, 34, 45, 46, 48, 79], "your": [0, 50, 64, 105, 107, 108, 109], "thi": [0, 3, 4, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 45, 47, 48, 50, 51, 52, 54, 55, 57, 58, 59, 62, 64, 65, 66, 67, 68, 69, 70, 74, 77, 81, 82, 83, 85, 86, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 107, 108], "valu": [0, 4, 8, 10, 13, 17, 18, 21, 22, 37, 39, 43, 47, 50, 52, 57, 58, 59, 68, 74, 79, 86, 89, 97, 105], "ensur": [0, 30, 34, 39, 46, 59, 64, 67, 85], "i": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 45, 47, 48, 50, 51, 52, 54, 55, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 79, 80, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109], "close": [0, 48, 67], "possibl": [0, 23, 30, 39, 48], "origin": [0, 4, 6, 8, 20, 25, 27, 28, 37, 38, 44, 47, 48, 50, 54, 71, 74, 76, 79, 80, 98], "default": [0, 4, 5, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 25, 27, 28, 29, 30, 33, 34, 39, 40, 42, 43, 45, 47, 48, 50, 52, 54, 59, 60, 64, 65, 68, 71, 72, 73, 74, 76, 79, 82, 83, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "return": [0, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 98, 99, 100, 101, 102, 103, 104, 105], "represent": [0, 22, 39, 57, 58, 67], "type": [0, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 24, 29, 30, 31, 33, 34, 35, 37, 39, 40, 42, 45, 47, 48, 50, 51, 52, 54, 57, 58, 59, 60, 62, 64, 65, 67, 68, 69, 72, 73, 76, 78, 80, 81, 82, 83, 85, 86, 90, 93, 94, 95, 98, 99, 100, 101, 102, 103], "exampl": [0, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 34, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 57, 58, 59, 60, 62, 67, 71, 72, 73, 74, 75, 76, 79, 80, 81, 82, 83, 85, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 105], "here": [0, 12, 20, 26, 39, 43, 44, 67, 72, 74, 75, 79, 82, 83, 90, 92, 105, 107, 108], "an": [0, 4, 5, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 42, 43, 45, 46, 47, 48, 50, 51, 52, 54, 57, 59, 62, 64, 65, 67, 69, 70, 71, 73, 74, 75, 77, 80, 82, 83, 86, 88, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105], "jerri": 0, "from": [0, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 27, 28, 29, 33, 34, 35, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 57, 58, 59, 60, 62, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 79, 80, 81, 82, 83, 85, 86, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 105, 107, 108, 109], "import": [0, 6, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 21, 24, 34, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 50, 51, 57, 58, 59, 60, 62, 67, 71, 72, 73, 74, 75, 76, 79, 80, 81, 82, 83, 85, 86, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 105, 107, 108, 109], "print": [0, 5, 12, 17, 18, 21, 22, 34, 67, 68, 107, 108, 109], "png": [0, 5, 8, 10, 13, 24, 35, 37, 42, 47, 48, 50, 62, 67, 69, 71, 82, 83, 92, 105], "draw": [1, 24, 26, 27, 54, 98, 106], "ascii_draw": 1, "meta": [2, 106, 109], "__title__": [2, 109], "__version__": [2, 109], "__description__": [2, 109], "__author__": [2, 109], "__author_email__": 2, "overview": [3, 4, 6, 7, 9, 10, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 26, 27, 28, 31, 32, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 50, 51, 53, 59, 60, 61, 62, 63, 64, 65, 66, 67, 70, 71, 72, 73, 74, 75, 76, 77, 79, 82, 83, 84, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105], "inform": [3, 30, 33, 34, 35, 36, 37, 54, 67, 69, 81], "packag": 3, "titl": [3, 69], "project": [3, 20, 74, 82, 105], "version": [3, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 34, 38, 47, 64, 65, 67, 68, 85, 91, 106, 109], "short": [3, 75, 79, 82], "descript": [3, 20, 29, 33, 69], "includ": [3, 5, 8, 11, 12, 13, 20, 21, 22, 24, 29, 30, 31, 33, 34, 35, 36, 51, 52, 58, 59, 66, 67, 68, 69, 75, 82, 86, 90, 98], "setup": 3, "py": [3, 71], "author": [3, 68], "email": 3, "step": [4, 48, 59, 67], "forecolor": [4, 25, 27, 28], "lightgrei": 4, "backcolor": [4, 25, 27, 28], "white": [4, 8, 25, 27, 28, 30, 59, 67, 71], "creat": [4, 29, 30, 33, 34, 35, 47, 57, 58, 59, 67, 69, 73, 89], "black": [4, 47, 67], "squar": [4, 59], "can": [4, 5, 8, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 24, 26, 30, 33, 35, 37, 39, 43, 47, 51, 52, 57, 59, 67, 68, 69, 75, 80, 82, 88, 90, 96, 97, 106, 109], "complement": 4, "transpar": [4, 8, 10, 25, 27, 28, 48, 50, 71, 83], "area": [4, 10, 12, 22, 23, 47, 48], "grid": 4, "pixel": [4, 24, 37, 47, 48, 50, 59, 62, 67, 71, 97], "mean": [4, 20, 22, 23, 25, 27, 28, 29, 39, 42, 43, 48, 52, 57, 58, 59, 88, 91, 109], "function": [4, 7, 8, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 35, 36, 37, 39, 42, 45, 47, 48, 50, 51, 54, 57, 58, 59, 62, 64, 66, 67, 68, 69, 81, 82, 83, 85, 86, 90, 94, 98, 100, 105], "suitabl": [4, 57, 59, 74, 98], "color": [4, 8, 10, 25, 27, 28, 47, 62, 67, 71, 96, 97, 106], "fore": [4, 25, 27, 28], "back": [4, 82], "A": [4, 5, 8, 13, 14, 15, 16, 17, 18, 20, 21, 25, 27, 28, 29, 34, 37, 38, 39, 40, 45, 46, 47, 48, 50, 57, 59, 60, 67, 68, 69, 73, 76, 81, 85, 88, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 102, 103, 104, 109], "rgba": [4, 8, 31, 37, 64, 65, 71, 83], "contain": [4, 5, 10, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 29, 30, 33, 34, 39, 40, 52, 54, 59, 64, 67, 68, 69, 75, 79, 82, 91, 94, 100, 102, 104], "add": [4, 35, 68, 69, 76], "rgb": [4, 6, 7, 8, 30, 31, 47, 59, 60, 67, 71, 83], "In": [4, 27, 39, 90, 91], "document": [4, 107, 108, 109], "accur": [4, 13, 21, 94, 100], "present": [4, 35, 69, 74], "state": [4, 33], "shown": [4, 70], "follow": [4, 29, 39, 52, 58, 59, 63, 68, 69, 75, 82, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104, 109], "figur": 4, "modul": [5, 8, 11, 12, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 35, 36, 37, 57, 58, 66, 68, 69, 70, 82, 85, 86, 94, 100, 106], "provid": [5, 8, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 31, 33, 34, 35, 36, 37, 39, 47, 50, 52, 54, 57, 58, 59, 66, 67, 68, 69, 79, 80, 82, 85, 86, 88, 94, 100], "util": [5, 8, 11, 20, 21, 29, 32, 34, 43, 46, 50, 53, 57, 58, 63, 66, 68, 74, 75, 79, 82, 106], "handl": [5, 8, 11, 29, 30, 33, 34, 36, 37, 55, 58, 59, 66, 69], "url": [5, 9, 13, 16, 18, 30, 37, 67, 106], "convers": [5, 8, 34, 58, 59], "between": [5, 14, 15, 21, 22, 29, 30, 33, 39, 43, 44, 48, 58, 64, 65, 73, 79, 83, 86], "valid": [5, 11, 47, 48, 52, 59, 106], "format": [5, 8, 10, 25, 27, 28, 29, 30, 33, 34, 35, 36, 37, 40, 47, 50, 51, 53, 57, 59, 67, 68, 69, 75, 77, 82, 98, 106], "support": [5, 6, 8, 11, 14, 15, 16, 18, 21, 29, 33, 34, 35, 48, 54, 57, 58, 59, 64, 65, 67, 68, 69, 82, 83], "convert": [5, 8, 30, 35, 37, 39, 52, 57, 58, 59, 69, 82, 98], "specifi": [5, 8, 22, 23, 24, 29, 30, 33, 34, 39, 47, 48, 50, 59, 67, 68, 69, 73, 75, 80, 82, 85], "load": [5, 8, 13, 14, 17, 18, 29, 30, 33, 34, 35, 37, 67, 82, 88], "variou": [5, 8, 14, 15, 17, 21, 22, 24, 29, 31, 33, 34, 36, 59, 67, 69, 86, 109], "mime": 5, "jpg": [5, 6, 7, 8, 11, 12, 14, 15, 16, 17, 18, 21, 24, 29, 34, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 51, 60, 71, 74, 75, 79, 82, 89, 90, 91, 92, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 105], "save_kwarg": 5, "string": [5, 13, 15, 16, 20, 37, 52, 67, 68, 76, 88, 105], "pil": [5, 6, 7, 8, 10, 11, 17, 24, 30, 34, 43, 46, 47, 48, 50, 57, 59, 60, 62, 67, 75, 83, 92, 97], "numpi": [5, 6, 10, 24, 30, 33, 37, 39, 50, 52, 82, 86], "arrai": [5, 10, 24, 30, 37, 39, 43, 50, 52, 82, 86], "file": [5, 8, 10, 11, 12, 13, 16, 18, 24, 35, 37, 43, 60, 66, 67, 68, 69, 88, 97, 105, 106], "path": [5, 8, 10, 12, 13, 16, 18, 24, 30, 34, 37, 60, 67, 68, 69, 75, 92, 97, 105], "desir": [5, 60], "addit": [5, 11, 29, 30, 33, 34, 35, 47, 48, 58, 67, 69], "keyword": [5, 11, 29, 30, 33, 34, 35, 47, 48, 67, 69, 85], "argument": [5, 11, 29, 30, 33, 34, 35, 47, 48, 51, 52, 67, 69, 73, 75, 82, 85], "pass": [5, 11, 27, 28, 29, 30, 33, 34, 35, 47, 48, 67, 71, 79, 83, 85], "save": [5, 10, 24, 35, 62, 67, 68, 69, 71], "encod": [5, 6, 9, 29, 30, 33, 37, 69, 106], "open": [5, 6, 7, 8, 10, 12, 17, 29, 34, 46, 47, 48, 50, 62, 67, 68, 83, 88], "test": [5, 43, 83, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104], "blob_url": 5, "qualiti": [5, 23, 40, 61, 67, 82, 83], "95": [5, 34, 59, 72, 73, 80], "base64": 5, "pre": [5, 13, 15, 18, 30, 33, 40], "object": [5, 6, 8, 10, 11, 12, 18, 22, 24, 34, 35, 37, 43, 47, 51, 54, 55, 58, 59, 60, 67, 69, 74, 75, 88, 91, 92, 94, 97, 100, 104], "rais": [5, 8, 11, 13, 14, 16, 17, 18, 21, 22, 29, 33, 34, 37, 47, 50, 52, 55, 57, 58, 59, 62, 67, 68, 69, 72, 73, 80], "valueerror": [5, 11, 13, 16, 18, 21, 22, 29, 33, 37, 50, 59, 69, 80], "unsupport": [5, 45, 58, 59, 80], "method": [5, 11, 29, 30, 31, 33, 34, 36, 37, 39, 47, 59, 94, 100], "warn": 5, "userwarn": 5, "doesn": [5, 37, 73], "t": [5, 37, 73], "match": [5, 22, 33, 37, 50, 59, 73, 77, 106], "actual": [5, 18, 21, 45], "invalid": [5, 13, 16, 18, 21, 29, 33, 35, 59], "show": [5, 11, 13, 14, 15, 16, 51], "bool": [5, 7, 8, 11, 24, 27, 34, 39, 45, 47, 50, 51, 54, 59, 64, 65, 68, 69, 72, 73, 74, 75, 76, 78, 79, 82, 83, 89, 97, 105], "effici": [5, 20, 23, 30, 68, 86], "without": [5, 34, 62, 67, 72, 73, 81], "content": [5, 11, 12, 27, 45, 70], "true": [5, 7, 8, 11, 24, 34, 39, 47, 48, 51, 54, 57, 58, 59, 64, 65, 68, 69, 72, 73, 76, 78, 82, 89, 92, 97, 105], "fals": [5, 6, 7, 8, 11, 24, 27, 34, 39, 45, 47, 59, 64, 65, 67, 68, 69, 72, 73, 74, 75, 76, 78, 79, 82, 83, 89, 92, 97, 105], "otherwis": [5, 8, 11, 35, 39, 59, 64, 65, 69, 72, 73, 78, 83, 88], "abc": 5, "svg": 5, "xml": 5, "jpeg": [5, 63, 67, 92, 105], "text": [5, 19, 24, 30, 33, 45, 67, 76, 78, 106], "plain": 5, "hello": 5, "order_": [6, 7], "chw": [6, 7], "both": [6, 13, 22, 30, 33, 45, 57, 68, 82], "np": [6, 7, 10, 29, 30, 33, 37, 39, 48, 50, 52, 82, 86], "uint8": [6, 7], "float32": [6, 7, 10, 25, 27, 28, 39], "ar": [6, 10, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 29, 30, 33, 34, 35, 39, 42, 43, 44, 45, 47, 52, 55, 58, 59, 60, 63, 67, 68, 69, 72, 73, 74, 75, 79, 80, 82, 83, 89, 90, 91, 92, 93, 94, 95, 97, 99, 100, 101, 102, 103, 104, 105], "order": [6, 7, 59, 76, 77, 106], "rgb_encod": [6, 9], "custom_imag": [6, 7], "data_cwh": 6, "cwh": 6, "data_int": 6, "use_float": [6, 7], "mode": [6, 7, 8, 22, 34, 37, 58, 60, 67, 80, 83, 88], "1606x1870": [6, 7], "0x7fb9b89bbdc0": 6, "0x7fb9b89bbe50": 6, "0x7fb9b89bbdf0": 6, "invers": 6, "oper": [6, 30, 33, 38, 39, 40, 42, 43, 59, 68, 106], "ndarrai": [7, 10, 29, 30, 33, 37, 39, 43, 48, 50, 52, 82, 86], "channel": [7, 8, 31, 59, 64, 65, 83], "jpegimageplugin": [7, 60], "jpegimagefil": [7, 60], "0x7f9ec37389d0": 7, "shape": [7, 39, 43, 50, 71, 82], "dtype": [7, 39], "3": [7, 10, 12, 13, 14, 15, 21, 22, 39, 40, 43, 45, 47, 52, 54, 59, 62, 67, 75, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108, 109], "1870": 7, "1606": 7, "whc": 7, "": [7, 12, 13, 14, 15, 16, 17, 18, 21, 22, 23, 29, 34, 35, 37, 45, 47, 57, 59, 67, 82, 85, 93], "result": [7, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 37, 40, 43, 45, 47, 48, 50, 51, 71, 74, 75, 82, 86, 93, 94, 100], "same": [7, 8, 39, 44, 82, 85], "torchvis": [7, 56, 106], "transform": [7, 8, 55, 56, 57, 58, 76, 106], "to_tensor": [7, 57, 58], "process": [8, 9, 11, 13, 14, 16, 17, 22, 31, 34, 36, 37, 39, 57, 59, 62, 64, 65, 66, 73, 82, 109], "manipul": [8, 66], "python": [8, 37, 62, 85, 107, 108, 109], "librari": [8, 34, 57, 59, 62, 109], "It": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 35, 36, 47, 48, 50, 54, 57, 58, 66, 68, 69, 82, 85, 86, 98, 109], "multipl": [8, 10, 16, 30, 33, 37, 39, 43, 67], "ad": [8, 12, 59, 68, 69, 76], "background": [8, 9, 25, 27, 28, 30, 61, 67, 71, 106], "check": [8, 11, 37, 42, 68, 72, 73, 78, 89, 92, 102, 105, 109], "alpha": [8, 31, 64, 65], "design": [8, 22, 29, 33, 35, 36], "simplifi": [8, 90], "common": [8, 58], "relat": [8, 12, 14, 17, 66, 73, 86], "task": [8, 21, 22, 33, 36, 47, 57], "applic": [8, 57, 74, 79, 98], "kei": [8, 18, 22, 30, 59, 68, 75, 82], "featur": [8, 13, 18, 30, 32, 33, 39, 43, 69, 71, 74, 75, 76, 82, 90], "binari": [8, 86], "like": [8, 12, 19, 24, 58, 59, 79, 85, 109], "onc": 8, "particularli": [8, 22, 29, 35, 36, 69, 85], "requir": [8, 10, 20, 21, 39, 48, 68, 69, 94, 100, 109], "preprocess": [8, 20, 29, 30, 34, 39, 64, 106], "befor": [8, 37, 39, 68, 82], "further": 8, "analysi": [8, 40], "force_background": [8, 59], "appli": [8, 15, 18, 20, 31, 39, 47, 48, 50, 57, 59, 62, 82, 86], "necessari": [8, 39, 74, 79], "ha": [8, 23, 45, 58, 83, 98, 107, 108], "4": [8, 12, 15, 17, 18, 22, 37, 38, 39, 40, 43, 47, 52, 62, 64, 65, 67, 75, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108], "avoid": [8, 74], "anomali": 8, "dure": [8, 29, 37, 76, 97, 105], "subsequ": [8, 30, 47], "union": [8, 13, 14, 15, 16, 17, 18, 21, 22, 30, 33, 37, 39, 47, 52, 57, 59, 67, 69, 72, 73, 80], "retain": 8, "typeerror": [8, 52, 57, 58, 59, 72, 73, 80], "isinst": 8, "list": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 39, 43, 45, 47, 48, 51, 54, 57, 58, 59, 60, 72, 73, 80, 81, 82, 89, 91, 94, 100, 104], "tupl": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 29, 30, 33, 34, 39, 40, 43, 45, 47, 48, 51, 59, 82, 90, 91, 93, 94, 95, 98, 99, 100, 101, 102, 103, 104], "take": [8, 54, 59], "singl": [8, 16, 33, 37, 39, 58, 59, 76, 82, 86], "call": [8, 26, 67], "each": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 29, 34, 39, 43, 50, 57, 66, 76, 78, 82, 83, 98], "item": [8, 10, 18], "batch": [8, 64, 65, 82, 83, 102], "multiimagestyp": [8, 30, 33, 39, 48], "iter": [8, 59, 62, 73], "img_path": 8, "image1": 8, "image2": 8, "loaded_imag": 8, "len": [8, 60], "all": [8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 26, 29, 30, 33, 34, 38, 39, 40, 42, 43, 45, 51, 52, 62, 64, 65, 68, 70, 71, 75, 77, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "pillow": [8, 56, 106], "boolean": [8, 39], "tool": [9, 16, 24, 29, 31, 38, 39, 40, 41, 47, 62, 70, 76, 96, 98], "basic": [9, 57, 61, 73], "grid_background": 9, "grid_transpar": 9, "blob": [9, 71, 106], "to_blob_url": 9, "load_image_from_blob_url": 9, "is_valid_image_blob_url": 9, "decod": [9, 37, 106], "rgb_decod": 9, "load_imag": [9, 24, 51, 67], "has_alpha_channel": 9, "layer": [9, 86, 106], "istack": 9, "download_image_from_url": 9, "is_http_url": 9, "mai": [10, 14, 17, 39, 63, 67, 74, 79, 85, 105, 107, 108], "block": [10, 29, 33, 34], "togeth": 10, "new": [10, 23, 29, 52, 64, 65, 67, 68, 73], "similar": [10, 12, 19, 30, 33, 39, 43, 59, 79, 82, 106], "techniqu": [10, 31, 37], "p": [10, 74, 75, 79, 82], "need": [10, 16, 34, 45, 48, 85, 89, 91, 94, 97, 100, 104], "stack": [10, 82], "addition": 10, "second": [10, 22, 39, 44, 78], "element": [10, 82], "rang": [10, 39, 43, 48], "left": [10, 47, 48, 52, 86], "0": [10, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 29, 30, 34, 38, 39, 40, 43, 45, 47, 48, 50, 52, 54, 57, 58, 59, 62, 67, 68, 72, 73, 74, 75, 76, 79, 80, 81, 82, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108, 109], "right": [10, 47, 52, 86], "two": [10, 22, 39, 44, 62, 78, 97], "dimension": [10, 82], "h": [10, 25, 27, 28, 50, 71], "w": [10, 25, 27, 28, 50, 71, 82], "posit": [10, 39, 47, 48, 90], "target": [10, 19, 25, 27, 28, 30, 48, 59], "By": [10, 45], "first": [10, 12, 16, 22, 34, 39, 44, 78], "howev": [10, 39], "solid": [10, 47], "pure": [10, 71], "lime": [10, 71], "nian": 10, "nian_lim": 10, "yellow": [10, 67], "5": [10, 12, 16, 21, 22, 39, 40, 43, 45, 48, 50, 52, 57, 58, 59, 60, 67, 74, 86, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "9": [10, 12, 22, 39, 43, 52, 59, 67, 80, 89, 90, 91, 93, 94, 97, 98, 99, 100, 101, 103, 104], "nian_tran": 10, "custom": [10, 13, 14, 15, 16, 17, 18, 21, 29, 33, 34, 37, 40, 47, 48, 50, 58, 59, 67, 68, 72], "mask": [10, 25, 27, 28, 48, 50, 71], "hs1": 10, "ab": 10, "linspac": 10, "ws1": 10, "nian_mask": 10, "hxw": [10, 25, 27, 28, 50], "download": 11, "special": [11, 12], "github": [11, 51, 107, 108, 109], "hug": [11, 18, 29, 30, 33, 34, 39, 59, 82], "face": [11, 18, 19, 20, 29, 30, 33, 34, 39, 52, 54, 59, 67, 73, 82, 90, 106], "progress": [11, 64, 65, 83], "track": 11, "host": [11, 12, 15, 20, 23, 30, 39, 45, 60, 75, 83, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104, 109], "main": [11, 17, 20, 21, 24, 29, 30, 33, 34, 39, 59, 67, 69, 71, 74, 85, 109], "compon": [11, 12, 22, 29, 30, 33, 34, 85], "http": [11, 51, 71, 109], "intern": [11, 33, 55, 68], "silent": [11, 64, 65, 83], "expected_s": 11, "kwarg": [11, 12, 13, 14, 15, 16, 17, 18, 21, 29, 30, 33, 34, 35, 47, 48, 67, 69], "suppress": [11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 24, 34, 47, 83], "bar": 11, "displai": [11, 30, 33, 64, 65], "expect": [11, 37, 59], "session": 11, "get": [11, 25, 27, 28, 30, 38, 40, 60, 61, 67, 71, 74, 77, 82, 88, 90, 95, 97, 99, 101, 103], "especi": 11, "hf": 11, "request": 11, "requestexcept": 11, "fail": [11, 13], "unidentifiedimageerror": 11, "com": [11, 51, 109], "ftp": 11, "booru": 12, "yolo": [12, 18, 20, 32, 106], "aperveyev": 12, "deepgh": [12, 13, 14, 15, 16, 17, 18, 20, 23, 39, 43, 45, 60, 75, 79, 83, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104, 109], "overal": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 26, 38, 39, 40, 42, 43, 45, 51, 62, 64, 65, 70, 77, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "benchmark": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 26, 38, 39, 40, 42, 43, 45, 51, 62, 64, 65, 70, 77, 83, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "explan": 12, "No": [12, 67, 107, 108], "head": [12, 19, 24, 51, 73, 90, 99, 106], "anim": [12, 13, 14, 15, 16, 17, 18, 19, 21, 26, 28, 38, 39, 40, 42, 51, 53, 54, 60, 67, 70, 71, 73, 74, 77, 83, 90, 91, 94, 95, 99, 100, 101, 103, 104, 109], "pretti": 12, "girl": [12, 45, 73], "onli": [12, 13, 14, 15, 16, 17, 18, 21, 24, 39, 68, 73, 74, 79, 82, 97], "bust": 12, "torso": 12, "part": [12, 50, 51, 52], "collarbon": 12, "center": [12, 48, 58, 59], "pair": [12, 22, 33], "cover": [12, 20, 48, 67, 73], "breast": [12, 20, 73, 74, 75, 79, 81, 82], "boob": 12, "bra": 12, "nippl": [12, 13, 47, 67], "mostli": [12, 16], "visibl": [12, 24], "nsfw": [12, 47, 96, 106], "shld": 12, "shoulder": [12, 52], "mayb": 12, "one": [12, 33, 37, 43, 45, 59, 73, 82], "view": [12, 45], "profil": 12, "exactli": 12, "rear": 12, "exclud": 12, "sideb": 12, "uncov": 12, "other": [12, 39, 45, 59, 78, 81, 90], "visual": [12, 13, 14, 15, 16, 18, 19, 21, 39, 41, 51, 53, 82, 106], "mark": 12, "belli": [12, 20], "button": [12, 29, 75], "hip": [12, 52], "half": [12, 16, 73], "stock": 12, "line": [12, 26, 27, 54], "knee": [12, 52], "below": [12, 54, 70, 109], "6": [12, 22, 24, 39, 43, 52, 59, 62, 72, 73, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104, 107, 108], "nopan": 12, "panti": [12, 76], "cloth": 12, "bikini": 12, "regardless": 12, "censor": [12, 19, 47, 48, 94, 100, 106], "evid": 12, "7": [12, 13, 15, 16, 17, 18, 34, 39, 43, 45, 47, 50, 52, 59, 67, 72, 73, 79, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 103, 104], "butt": 12, "buttock": [12, 20], "least": [12, 36, 37, 69], "partial": 12, "behind": 12, "more": [12, 13, 32, 33, 45, 52, 57, 67, 85, 88], "less": [12, 13, 15, 21, 89], "stand": [12, 67, 74, 75, 79, 82], "sit": [12, 73], "ass": 12, "split": [12, 79], "leg": [12, 67], "wide": [12, 67], "90": 12, "degre": [12, 48], "typic": [12, 13, 30, 59], "abov": [12, 13, 14, 15, 16, 17, 18, 21, 50, 91, 94, 100, 104], "10": [12, 23, 29, 39, 43, 48, 52, 59, 62, 89, 90, 91, 94, 97, 98, 100, 101], "sprd": 12, "strongli": [12, 83], "11": [12, 39, 52, 89, 90, 91, 94, 97, 98, 100, 101], "vsplt": 12, "pose": [12, 39, 106], "12": [12, 24, 39, 47, 52, 59, 89, 90, 91, 94, 97, 98, 100, 101], "vsprd": 12, "vsplit": 12, "13": [12, 39, 52, 90, 91, 94, 98, 101, 103], "full": [12, 67], "almost": 12, "side": [12, 46, 73, 105], "usual": [12, 43], "ly": 12, "14": [12, 52, 59, 90, 91, 94, 98, 101, 109], "wing": [12, 73], "dragon": 12, "poni": 12, "15": [12, 42, 44, 52, 59, 90, 91, 94, 98, 101, 107, 108], "feral": 12, "four": [12, 13, 90], "non": [12, 13, 14, 15, 16, 17, 18, 20, 21, 34, 47, 95], "human": [12, 13, 14, 15, 16, 17, 18, 21, 51, 53, 89], "16": [12, 52, 59, 62, 64, 65, 90, 94, 98, 101], "hdrago": 12, "style": [12, 16, 21, 48, 103, 109], "17": [12, 52, 59, 98, 103], "hponi": 12, "18": [12, 20, 52, 59, 94, 98, 100, 107, 108], "hfox": 12, "cartoon": 12, "fox": 12, "dog": 12, "zootopia": 12, "nick": 12, "wild": 12, "19": [12, 52, 98], "hrabb": 12, "rabbit": 12, "judi": 12, "hopp": 12, "bunnygirl": 12, "20": [12, 29, 52, 59, 67, 98], "hcat": 12, "cat": [12, 73, 80], "catgirl": 12, "sharp": 12, "muzzl": 12, "compar": [12, 22, 33], "21": [12, 16, 52, 59, 103], "hbear": 12, "bear": 12, "22": [12, 52, 59], "jacko": 12, "memet": 12, "jack": 12, "o": [12, 67, 69, 79, 82, 94, 97, 107, 108], "contest": 12, "toward": [12, 52], "viewer": [12, 67], "23": [12, 52, 59], "jackx": 12, "sometim": 12, "24": [12, 39, 43, 52, 59, 62], "hhors": 12, "hors": 12, "implement": [12, 30, 33, 44, 85], "aa09": 12, "25": [12, 15, 20, 34, 44, 59, 103], "hbird": 12, "bird": 12, "name": [12, 13, 14, 15, 16, 17, 18, 21, 23, 29, 30, 33, 34, 39, 40, 45, 47, 52, 57, 58, 59, 74, 79, 82, 83, 89, 90, 93, 95, 98, 99, 101, 102, 103], "releas": 12, "time": [12, 69, 83], "yolov8s_pp09": 12, "2023": 12, "focus": 12, "class": [12, 14, 17, 18, 29, 30, 31, 33, 34, 37, 47, 48, 52, 55, 57, 59, 60, 66, 67, 69, 73, 90, 91, 94, 95, 99, 100, 101, 103, 104], "advanc": [12, 109], "capabl": [12, 30, 37, 45], "specif": [12, 13, 18, 29, 30, 33, 35, 37, 47, 52, 55, 57, 59, 69, 70, 90, 94, 100], "scenario": [12, 74, 79, 85], "yolov8s_pp12": 12, "2024": 12, "final": 12, "patch": 12, "continu": 12, "focu": [12, 67], "enhanc": [12, 32, 106], "improv": [12, 23, 82], "previou": 12, "yolov8m_pp13": 12, "offer": [12, 15, 16, 17, 22, 57, 69, 97], "yolov8n_as01": 12, "spinoff": 12, "26": [12, 59], "train": [12, 13, 14, 15, 16, 17, 18, 21, 39, 40, 74, 75, 76, 79, 83, 94, 100], "80": 12, "epoch": 12, "sfw": 12, "subset": 12, "wa": 12, "eventu": 12, "abandon": 12, "due": [12, 38, 39, 74, 79, 85, 90, 105], "ineffect": 12, "yolov8m_as02": 12, "start": [12, 37, 48, 67, 106], "30": [12, 21, 48], "public": [12, 30], "friendli": [12, 109], "reduc": [12, 39, 50, 82], "yolov8m_as03": 12, "as02": 12, "60": 12, "aim": 12, "bottleneck": 12, "reproduc": 12, "yolov8s_aa06": 12, "initi": [12, 29, 30, 34, 37, 47, 60, 73], "current": [12, 58, 64, 67, 94, 100, 107, 108, 109], "reincarn": 12, "some": [12, 29, 32, 39, 43, 44, 48, 61, 72, 74, 75, 79, 82, 83, 85, 92, 105, 107, 108], "yolov8s_aa09": 12, "updat": [12, 29, 30, 33, 34, 68], "dataset": [12, 13, 14, 15, 16, 17, 18, 21, 40, 43, 82, 96], "closeup": 12, "adjust": [12, 34, 43, 73], "larg": [12, 27, 30, 39, 82], "hat": [12, 73], "aa06": 12, "yolov8s_aa10": 12, "major": 12, "fix": 12, "issu": [12, 18, 64], "wear": 12, "yolov8s_aa11": 12, "latest": [12, 34, 74, 79], "mainstream": 12, "aa10": 12, "outstand": 12, "map": [12, 29, 45, 51, 72, 73, 76, 80, 81, 86, 98, 102], "score": [12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 29, 30, 33, 38, 40, 42, 43, 45, 51, 52, 54, 76, 80, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "though": 12, "note": [12, 16, 39, 48, 67, 90, 94, 97, 100, 107, 108], "complet": [12, 34, 48, 90, 96, 106], "fair": 12, "bias": 12, "model_nam": [12, 13, 14, 15, 16, 17, 18, 21, 29, 30, 33, 34, 40, 47, 82, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104], "conf_threshold": [12, 13, 14, 15, 16, 17, 18, 21, 34, 47], "iou_threshold": [12, 13, 14, 15, 16, 17, 18, 20, 21, 34, 47], "perform": [12, 16, 20, 21, 23, 30, 33, 34, 39, 45, 47, 48, 51, 59, 74, 85, 97, 98, 107, 108], "confid": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 34, 40, 45, 47, 52, 54, 75, 82], "threshold": [12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 25, 34, 39, 42, 43, 45, 47, 50, 54, 74, 75, 79, 82, 89, 97], "iou": [12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 34, 47], "bounding_box": 12, "x1": [12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 34, 47, 48], "y1": [12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 34, 47, 48], "x2": [12, 20, 22], "y2": [12, 20, 22], "box": [12, 13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 45, 51], "f": [12, 17, 22, 39, 43, 67, 86], "2f": 12, "point": [13, 17, 39, 52, 59], "femal": [13, 20, 47, 73], "genit": 13, "male": [13, 20, 73], "anime_censor_detect": 13, "yolov8": [13, 14, 15, 16, 17, 18, 21], "model": [13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 26, 27, 28, 29, 30, 31, 33, 34, 38, 39, 40, 43, 45, 47, 51, 52, 54, 59, 62, 63, 64, 65, 66, 67, 70, 74, 75, 76, 77, 79, 82, 83, 86, 88, 89, 90, 91, 93, 94, 95, 97, 98, 99, 100, 101, 102, 103, 104, 106, 109], "v1": [13, 14, 15, 16, 17, 21, 47, 67, 82], "identifi": [13, 29, 37, 64], "locat": 13, "anatom": 13, "analyz": [13, 20, 40], "data": [13, 16, 18, 35, 37, 39, 51, 58, 66, 67, 74, 76, 94, 100, 106, 107, 108, 109], "either": [13, 14, 15, 16, 17, 33, 39, 59, 82, 86], "standard": [13, 15, 16, 17, 35, 59, 85], "n": [13, 14, 15, 16, 17, 18, 21, 37, 39, 47, 59, 67], "nano": [13, 15, 16, 17, 47], "faster": [13, 14, 15, 16, 17, 18, 47], "while": [13, 15, 16, 17, 24, 34, 46, 48, 62, 85], "slower": [13, 21], "construct": [13, 14, 16, 17, 47, 82], "intersect": [13, 14, 15, 16, 17, 18, 21, 22, 47], "over": [13, 14, 15, 16, 17, 18, 21, 22, 23, 47, 73], "merg": [13, 14, 15, 16, 17, 39], "integ": [13, 37, 43, 52, 59], "x0": [13, 14, 15, 16, 17, 18, 21, 24, 34, 47, 48], "y0": [13, 14, 15, 16, 17, 18, 21, 24, 34, 47, 48], "bound": [13, 14, 15, 16, 17, 18, 20, 22, 23, 24, 51], "indic": [13, 39, 52, 55, 74, 79, 82], "nipple_f": [13, 47], "peni": [13, 47], "pussi": [13, 47, 67], "runtimeerror": [13, 29, 33], "detection_visu": [13, 14, 15, 16, 18, 19, 21], "nude_girl": [13, 47], "365": 13, "264": 13, "399": 13, "289": [13, 14], "7473511695861816": 13, "224": [13, 57, 58, 59], "260": 13, "252": 13, "285": 13, "6830288171768188": 13, "206": 13, "523": [13, 47, 48], "240": 13, "608": 13, "6799028515815735": 13, "matplotlib": [13, 14, 15, 16, 24, 51], "pyplot": [13, 14, 15, 16, 51], "plt": [13, 14, 15, 16, 51], "imshow": [13, 14, 15, 16, 51], "anime_eye_detect": 14, "allow": [14, 15, 17, 18, 21, 30, 34, 37, 55, 57, 59, 85], "trade": [14, 16], "off": [14, 16], "speed": [14, 15, 16, 17, 18, 21, 25, 83], "accuraci": [14, 15, 16, 17, 18, 21, 45, 89, 91, 94, 97, 100, 104], "higher": [14, 15, 16, 17, 18, 20, 23, 97], "consid": [14, 17, 22, 39, 45, 48, 50, 60, 73, 94, 100], "overlap": [14, 16, 17, 18, 22, 64, 65, 74, 75, 77, 79, 82, 83, 106], "coordin": [14, 15, 16, 17, 18, 24, 34, 48, 52, 62], "alwai": [14, 16, 17, 18, 45], "except": [14, 17, 37, 55, 59, 67], "predict": [14, 18, 21, 29, 30, 33, 34, 75, 82, 89, 91, 93, 94, 97, 98, 100, 102, 104], "yolo_predict": [14, 21, 32], "squat": [14, 16, 51], "297": 14, "239": [14, 45], "341": 14, "271": 14, "7760562896728516": 14, "230": 14, "263": 14, "308": 14, "7682342529296875": 14, "createml": 15, "huggingfac": [15, 17, 39, 45, 59, 62, 71, 89, 90, 91, 93, 94, 95, 97, 99, 100, 101, 103, 104], "anime_face_detect": 15, "user": [15, 21, 29, 30, 33, 34, 37, 60, 69, 109], "balanc": [15, 17, 21, 67], "system": [15, 16, 25, 55, 59, 94, 100], "overhead": [15, 16, 25, 85], "avail": [15, 21, 24, 29, 30, 37, 39, 45, 48, 55, 59, 67, 80, 88, 89, 91, 94, 100, 104], "v0": [15, 21, 64, 65], "overrid": [15, 21], "auto": [15, 21, 51, 69, 88], "mostima_post": [15, 18], "29": [15, 18, 59], "441": [15, 18], "204": [15, 18], "584": [15, 18], "7874319553375244": [15, 18], "346": [15, 18], "59": [15, 18], "529": [15, 18], "275": [15, 18], "7510495185852051": [15, 18], "606": [15, 18], "51": [15, 18, 59], "895": [15, 18], "336": [15, 18], "6986488103866577": [15, 18], "upper": [16, 47], "bodi": [16, 21, 51, 52, 54, 67], "anime_halfbody_detect": 16, "pleas": [16, 23, 38, 39, 45, 64, 66, 68, 83, 90, 94, 97, 100, 107, 108], "primari": [16, 90, 93, 95, 99, 101, 103], "purpos": 16, "crop": [16, 50, 57, 58, 59, 67], "illustr": [16, 67, 91, 93], "therefor": [16, 39, 107, 108], "consist": [16, 39], "person": [16, 19, 22, 24, 34, 51, 99, 106], "peopl": [16, 80], "guarante": [16, 45], "you": [16, 18, 19, 21, 26, 45, 48, 64, 65, 82, 83, 85, 88, 89, 90, 91, 94, 97, 100, 104, 109], "inde": 16, "recommend": [16, 23, 39, 42, 43, 82, 83, 94, 100], "approach": 16, "detect_person": [16, 19, 24, 51], "individu": [16, 22, 37, 57, 66], "obtain": [16, 26, 38, 39], "local": [16, 60, 107, 108], "flexibl": [16, 57, 58], "lower": [16, 42, 43, 45, 47], "127": 16, "629": 16, "637": 16, "9040350914001465": 16, "anime_hand_detect": 17, "choos": [17, 21, 45], "35": [17, 59, 67, 74, 82], "configur": [17, 29, 39, 57, 58, 59, 106], "suit": 17, "case": [17, 23, 39, 42], "defin": [17, 21, 39, 67, 86], "being": 17, "label": [17, 18, 20, 22, 23, 24, 29, 30, 33, 34, 39, 40, 45, 76, 98, 102], "infer": [17, 20, 23, 30, 33, 34, 51, 64, 65, 88, 97], "anime_imag": 17, "bbox": 17, "conf": 17, "customiz": [18, 24], "integr": [18, 30, 74, 109], "repositori": [18, 29, 30, 33, 34, 39], "anime_head_detect": 18, "contribut": 18, "our": 18, "develop": [18, 83, 109], "yolo11": 18, "architectur": 18, "usag": [18, 29, 30, 66, 67, 68, 74, 85, 86, 105], "head_detect_v2": 18, "0_": 18, "equal": [18, 48], "deprec": [18, 23, 38], "remov": [18, 23, 29, 34, 38, 45, 62, 71, 73, 75, 76, 81, 82], "futur": [18, 23], "help": [18, 39, 50, 62], "For": [18, 19, 21, 22, 30, 39, 45, 52, 66, 82, 88], "instead": [18, 23, 76], "detect_head": [19, 24], "booru_yolo": [19, 106], "detect_with_booru_yolo": 19, "detect_censor": [19, 47, 94, 100], "ey": [19, 48, 52, 67, 73, 106], "detect_ey": 19, "detect_fac": 19, "halfbodi": [19, 90, 99, 106], "detect_halfbodi": 19, "hand": [19, 52, 54, 67, 73, 106], "detect_hand": 19, "nudenet": [19, 106], "detect_with_nudenet": 19, "calculate_i": 19, "bboxes_similar": 19, "detection_similar": 19, "detect_text": 19, "nuditi": 20, "run": [20, 25, 29, 30, 34, 83, 88, 105, 106], "nm": 20, "postprocess": 20, "onnx": [20, 29, 30, 33, 34, 75, 88, 98], "nudenet_onnx": 20, "notai": 20, "tech": 20, "detail": [20, 62, 66, 67, 88, 90], "respect": 20, "female_genitalia_cov": 20, "genitalia": 20, "face_femal": 20, "buttocks_expos": 20, "expos": 20, "female_breast_expos": 20, "female_genitalia_expos": 20, "male_breast_expos": 20, "anus_expos": 20, "anu": 20, "feet_expos": 20, "feet": [20, 52, 54], "belly_cov": 20, "feet_cov": 20, "armpits_cov": 20, "armpit": 20, "armpits_expos": 20, "face_mal": 20, "belly_expos": 20, "male_genitalia_expos": 20, "anus_cov": 20, "female_breast_cov": 20, "buttocks_cov": 20, "onnxruntim": [20, 87, 106], "topk": [20, 29], "100": [20, 25, 34, 42, 59, 85], "45": [20, 43, 59], "score_threshold": 20, "number": [20, 29, 30, 33, 37, 39, 45, 52, 60, 62, 86, 89], "keep": [20, 79], "entir": 21, "anidet3": 21, "roboflow": 21, "m": 21, "x": [21, 39, 48, 52, 67, 85, 86, 102], "fastest": [21, 25], "most": [21, 29, 30, 33, 34], "confidence_scor": [21, 24], "genshin_post": [21, 46, 47, 48], "371": 21, "232": 21, "564": 21, "690": 21, "7533698678016663": 21, "135": [21, 52], "451": 21, "716": [21, 45], "6788613796234131": 21, "614": 21, "393": 21, "830": 21, "686": 21, "5612757205963135": 21, "1275": 21, "654": 21, "4047100841999054": 21, "calcul": [22, 30, 39, 42, 43], "comput": [22, 27, 30, 33, 41, 59, 85, 86, 98], "work": [22, 29, 30, 33, 36, 42, 69, 98], "aggreg": 22, "involv": 22, "segment": [22, 60, 106], "evalu": [22, 38], "algorithm": [22, 39, 42], "box1": 22, "box2": 22, "bboxtyp": 22, "measur": [22, 38, 39, 42], "divid": [22, 52], "4f": 22, "1429": 22, "bboxes1": 22, "bboxes2": 22, "liter": [22, 39, 48, 52, 64, 65, 80], "max": [22, 23], "raw": [22, 29, 30, 33, 37], "depend": [22, 67, 68, 105], "unknown": [22, 80], "hungarian": 22, "find": [22, 48], "optim": [22, 30, 39], "assign": [22, 23, 29, 39], "among": [22, 39], "averag": 22, "detect1": 22, "detect2": 22, "bboxwithscoreandlabel": 22, "group": [22, 29, 43, 76], "correspond": [22, 39, 45, 50, 59, 82, 98, 102], "combin": [22, 37, 45], "against": [22, 83], "ground": [22, 94, 100], "truth": [22, 94, 100], "car": 22, "85": [22, 74, 82], "75": 22, "text_detect": 23, "been": [23, 98], "migrat": 23, "ocr": [23, 106], "detect_text_with_ocr": [23, 106], "soon": 23, "paddleocr": [23, 45], "dbnetpp_resnet50_fpnc_1200e_icdar2015": 23, "05": [23, 59, 74, 75, 89, 90, 91, 93, 98, 99, 100, 101, 103, 104], "max_area_s": 23, "640": 23, "region": [23, 47, 50, 94, 100], "dbnet": 23, "do": [23, 50, 91], "640x640": 23, "ani": [23, 30, 33, 37, 39, 47, 57, 59, 62, 67, 72, 86, 88], "sinc": [23, 38], "appear": [24, 27], "font": 24, "pad": [24, 71], "see": [24, 67, 88], "text_pad": 24, "fontsiz": 24, "max_short_edge_s": 24, "fp": 24, "no_label": 24, "normal": [24, 30, 40, 57, 58, 59, 82], "predefin": [24, 73], "extract": [24, 25, 27, 28, 37, 39, 43, 45, 50, 59, 66, 67, 68, 69, 75, 82], "around": [24, 29, 34, 37, 54], "shortest": 24, "edg": [24, 54, 106], "maintain": [24, 34, 46, 52, 85, 109], "font_manag": 24, "fontproperti": 24, "properti": [24, 48, 52, 67, 69], "cv2": 25, "have": [25, 27, 39, 80, 81, 94, 100, 105], "lowest": 25, "resourc": [25, 106], "low_threshold": 25, "high_threshold": 25, "200": [25, 34, 59], "assum": [25, 27, 28, 71], "its": [25, 27, 28, 29, 39, 45, 46, 59, 68, 71, 74, 76, 88, 90, 91, 93, 94, 95, 98, 99, 100, 101, 103, 104], "low": [25, 33, 38, 40, 67, 79, 82, 83], "high": [25, 33, 34, 61, 67, 83, 97, 98], "outlin": 26, "comparison": [26, 74], "canni": [26, 106], "get_edge_by_canni": 26, "edge_image_with_canni": 26, "lineart": [26, 28, 106], "get_edge_by_lineart": 26, "edge_image_with_lineart": 26, "lineart_anim": [26, 106], "get_edge_by_lineart_anim": 26, "edge_image_with_lineart_anim": 26, "best": [27, 40, 48, 67], "effect": [27, 38, 47, 105], "closest": 27, "consum": 27, "amount": 27, "memori": [27, 29, 30, 34, 107, 108], "power": 27, "runtim": [27, 30, 88, 97], "coars": 27, "detect_resolut": [27, 28], "512": [27, 28, 54, 67, 83], "deeper": 27, "richer": 27, "probabl": [27, 30, 98], "extra": [27, 67], "increas": [27, 39], "resolut": [27, 28, 60, 83], "neural": [27, 28, 71, 86], "network": [27, 28, 71, 86], "classif": [29, 33, 86, 90, 91, 93, 94, 95, 96, 99, 100, 101, 103, 104], "those": [29, 97], "store": [29, 30, 34, 35, 67, 68], "well": [29, 42], "manag": [29, 30, 33, 34, 88, 106], "interact": [29, 30, 33, 34], "also": [29, 57, 82, 109], "token": [29, 30, 33, 34], "authent": [29, 30, 33, 34], "access": [29, 30, 33, 52, 67, 85], "privat": [29, 30, 31, 33, 43], "repo_id": [29, 30, 33, 34], "fn_preprocess": 29, "callabl": [29, 59], "hf_token": [29, 30, 33, 34], "comprehens": [29, 30], "imagepreprocessfunc": 29, "variabl": [29, 48, 88], "_model_nam": 29, "cach": [29, 30, 33, 34, 60, 87, 106], "_model": 29, "dictionari": [29, 35, 40, 57, 59, 67, 68, 69, 72, 73, 75, 90, 93, 95, 99, 101, 103], "_label": 29, "_hf_token": 29, "org": 29, "repo": [29, 59], "__init__": [29, 30, 31, 33, 34, 37, 48, 52, 60, 69, 73], "instanc": [29, 30, 34, 39, 47, 52, 59, 60, 73], "clear": [29, 30, 33, 34, 39, 68, 90, 94, 100], "free": [29, 30, 34], "up": [29, 30, 34, 73], "launch_demo": [29, 30, 33, 34], "default_model_nam": [29, 30, 33, 34], "server_nam": [29, 30, 33, 34], "server_port": [29, 30, 33, 34], "launch": [29, 30, 33, 34], "gradio": [29, 30, 33, 34], "demo": [29, 30, 33, 34, 79], "interfac": [29, 30, 33, 34, 85], "ui": [29, 33, 34], "make_ui": [29, 30, 33, 34], "server": [29, 30, 33, 34], "select": [29, 30, 33, 34, 39, 47, 60], "dropdown": [29, 30], "port": [29, 30, 33, 34], "importerror": [29, 34], "instal": [29, 33, 34, 62, 68, 106], "properli": [29, 33, 67], "usernam": [29, 34], "repo_nam": [29, 34], "model_v1": 29, "7860": [29, 30, 34], "submit": 29, "recent": [29, 30, 33, 34], "label_group": 29, "highest": [29, 98], "through": [29, 30, 59, 109], "error": [29, 37, 59, 82], "predict_fmt": 29, "fmt": [29, 30, 33, 40, 75, 82], "top5": 29, "logit": [29, 30, 33], "embed": [29, 30, 33, 37, 82], "dict": [29, 30, 37, 40, 51, 57, 58, 59, 67, 68, 69, 75, 82, 85, 90, 91, 93, 94, 95, 99, 100, 101, 103, 104], "top": [29, 48, 97], "k": 29, "e": [29, 30, 39, 61, 64, 65, 80, 83, 86], "g": [29, 30, 39, 61, 64, 65, 80, 82, 83], "top10": 29, "predict_scor": 29, "ia": 29, "conveni": [29, 52, 67, 109], "wrapper": [29, 34, 37], "id": [29, 30, 33, 34], "multimod": 30, "hub": 30, "discoveri": 30, "variant": [30, 33], "pipelin": [30, 57, 59], "pattern": [30, 39, 73], "direct": 30, "api": [30, 33], "control": [30, 67], "via": 30, "web": [30, 33], "deploy": [30, 98], "reus": 30, "lru": 30, "thread": [30, 33, 85, 105], "safe": [30, 33, 68, 74, 75, 85, 96, 98, 100, 105, 106], "demand": 30, "switch": 30, "image_encod": [30, 33], "upload": [30, 34], "enter": 30, "link": 30, "address": 30, "bind": 30, "organ": 30, "precomput": [30, 81], "cosin": 30, "scale": [30, 33, 47, 48, 52, 67, 71, 82, 107, 108], "complex": 30, "image_embed": 30, "text_embed": 30, "etc": [30, 59], "thei": [30, 39, 55, 59], "l2": [30, 82], "text_encod": [30, 33], "accept": 30, "_process_rgb": 31, "_process_alpha_channel_with_model": 31, "_process_rgba": 31, "attribut": 31, "classifi": [32, 90, 95, 96, 97, 99, 101, 103, 104, 106], "classifymodel": 32, "classify_predict_scor": 32, "classify_predict": 32, "classify_predict_fmt": 32, "imageenhanc": 32, "clip": [32, 59, 67, 106], "clipmodel": 32, "clip_image_encod": 32, "clip_text_encod": 32, "clip_predict": 32, "siglip": [32, 59, 106], "siglipmodel": 32, "siglip_image_encod": 32, "siglip_text_encod": 32, "siglip_predict": 32, "yolomodel": 32, "sigmoid": [33, 87], "loss": 33, "creation": [33, 57, 58, 69], "preprocessor": [33, 67], "reset": 33, "about": [33, 35], "hostnam": 33, "gr": [33, 34], "One": [33, 43], "detect": [34, 42, 45, 47, 51, 52, 53, 54, 72, 73, 88, 89, 94, 100, 106], "post": [34, 45], "helper": 34, "easi": 34, "metadata": [34, 40, 66, 68, 69, 106], "cleanup": 34, "associ": [34, 69], "default_conf_threshold": 34, "default_iou_threshold": 34, "environmenterror": [34, 62, 68], "environ": [34, 83, 85, 88, 106], "offlin": 34, "yolov5": 34, "allow_dynam": 34, "dynam": [34, 57], "300": [34, 59], "400": 34, "simpl": 34, "explicitli": 34, "read": [35, 36, 37, 66, 67, 68], "write": [35, 36, 37, 66, 68], "exif": [35, 36, 67], "gif": [35, 36, 67], "comment": 35, "These": [35, 38, 60], "retriev": [35, 39], "context": [35, 36], "ai": [35, 36, 69, 89], "found": [35, 48, 67, 90], "attempt": [35, 48, 59, 67, 69, 88], "commonli": [35, 59, 76, 86], "where": [35, 39, 67, 68, 82, 85], "look": [35, 45, 67, 90], "usercom": 35, "field": [35, 69], "dst_filenam": 35, "destin": [35, 67, 68, 69], "filenam": [35, 60], "pnginfo": [35, 37, 67, 69], "wai": [35, 67, 68], "geninfo": [36, 106], "lsb": [36, 69, 106], "signific": [36, 37, 39, 64, 69], "bit": [36, 37, 59, 69], "read_geninfo_paramet": 36, "read_geninfo_exif": 36, "read_geninfo_gif": 36, "write_geninfo_paramet": 36, "write_geninfo_exif": 36, "write_geninfo_gif": 36, "read_lsb_raw_byt": 36, "read_lsb_metadata": 36, "write_lsb_raw_byt": 36, "write_lsb_metadata": 36, "lsbreaderror": 36, "lsbextractor": 36, "imagelsbdataextractor": 36, "serialize_pnginfo": 36, "serialize_json": 36, "inject_data": 36, "steganographi": 37, "serial": 37, "json": 37, "compat": [37, 76], "inject": 37, "emb": [37, 82], "seamlessli": 37, "hidden": 37, "decompress": 37, "them": [37, 47, 57, 64, 68, 82], "gzip": 37, "written": 37, "appropri": [37, 45, 59, 67], "serializ": [37, 57], "err": 37, "caus": [37, 105], "multi": [37, 85], "get_next_n_byt": 37, "next": [37, 55], "get_one_byt": 37, "form": [37, 76], "read_32bit_integ": 37, "32": [37, 59], "interpret": [37, 52], "big": 37, "endian": 37, "enough": 37, "magic": 37, "stealth_pngcomp": 37, "extract_data": 37, "length": [37, 39, 46], "compress": 37, "along": [37, 39, 71], "robust": [37, 39], "skytnt": [38, 60, 71], "poor": 38, "anime_dbaesthet": [38, 41], "better": [38, 42, 62, 82, 83, 89, 91, 94, 97, 100, 104], "2053756": 38, "09986039996147156": 38, "1663584": 38, "24299287796020508": 38, "4886411": 38, "38091593980789185": 38, "2066024": 38, "5131649971008301": 38, "3670169": 38, "6011670827865601": 38, "5930006": 38, "7067991495132446": 38, "3821265": 38, "8237218260765076": 38, "5512471": 38, "9187621474266052": 38, "limit": [39, 74], "smaller": 39, "7eu7d7": [39, 79, 83, 109], "ccip_onnx": 39, "cluster": [39, 43], "refer": [39, 42, 66, 97], "relev": 39, "aforement": 39, "manual": [39, 48], "384": [39, 43, 57, 58, 59], "caform": 39, "randaug": 39, "prune": 39, "vector": 39, "pruned_fp32": 39, "5_fp32": 39, "feat": 39, "768": [39, 45, 67], "17847511429108218": 39, "1951224011983088": 39, "18397327797685215": 39, "y": [39, 48, 85], "16583099961280823": 39, "42947039008140564": 39, "4037521779537201": 39, "4371533691883087": 39, "40748104453086853": 39, "392294704914093": 39, "whether": [39, 45, 47, 59, 69, 72, 75, 82, 83], "belong": 39, "pairwis": 39, "matrix": 39, "5350548e": 39, "08": [39, 59, 99, 100], "6583106e": 39, "01": 39, "2947042e": 39, "0375218e": 39, "8025822e": 39, "3715334e": 39, "0748104e": 39, "2675274e": 39, "9229470e": 39, "j": 39, "th": 39, "dbscan": 39, "dbscan_2": 39, "dbscan_fre": 39, "optic": [39, 45], "optics_best": 39, "epsilon": 39, "ep": 39, "min_sampl": 39, "ccipclustermethodtyp": 39, "12921094122454668": 39, "1291187648928262": 39, "1836453739562513": 39, "distanc": 39, "_featureorimag": 39, "sampl": [39, 43, 67, 89, 90, 91, 93, 94, 95, 99, 100, 101, 103, 104], "neighborhood": [39, 62], "core": [39, 107, 108], "few": 39, "too": 39, "sensit": [39, 47, 82, 94, 100], "tune": 39, "guidelin": 39, "deal": [39, 66], "solut": [39, 48], "small": [39, 47], "advis": [39, 74], "significantli": 39, "separ": 39, "slightli": 39, "exhibit": 39, "regular": [39, 62], "outfit": 39, "awar": 39, "highli": 39, "so": [39, 42, 79, 83], "care": 39, "diff": 39, "07437477": 39, "0356068": 39, "04396922": 39, "05131693": 39, "assess": 40, "aesthet": [40, 41, 106], "danbooru": [40, 74, 77, 79, 94, 97], "hakubooru": 40, "kohakublueleaf": 40, "swinv2pv3_v0_448_ls0": 40, "2_x": 40, "percentil": 40, "_default_model_nam": 40, "masterpiec": [40, 67], "9831666690063624": 40, "8810615667538594": 40, "great": 40, "8225559148288356": 40, "good": [40, 45], "591020403706702": 40, "2888798940585766": 40, "243279223969715": 40, "worst": [40, 67], "005268185993767627": 40, "275707557797432": 40, "7977807857096195": 40, "56098810210824": 40, "670568235218525": 40, "1677918508648872": 40, "9305131509900093": 40, "6085879728198051": 40, "6834832429885864": 40, "16141420602798462": 40, "05435194447636604": 40, "025083942338824272": 40, "024000568315386772": 40, "027076328173279762": 40, "024589713662862778": 40, "3757021427154541": 40, "3451208472251892": 40, "1511985808610916": 40, "04740551486611366": 40, "02172713913023472": 40, "027498546987771988": 40, "03134724497795105": 40, "39281174540519714": 40, "22457796335220337": 40, "15563568472862244": 40, "10796019434928894": 40, "047730278223752975": 40, "0393439345061779": 40, "031940147280693054": 40, "13832266628742218": 40, "20687267184257507": 40, "2509062886238098": 40, "1644320785999298": 40, "11332042515277863": 40, "08270663768053055": 40, "043439216911792755": 40, "033693961799144745": 40, "03375888615846634": 40, "050045162439346313": 40, "16734018921852112": 40, "4311050772666931": 40, "23242227733135223": 40, "05163438618183136": 40, "012833272106945515": 40, "01619996316730976": 40, "03074900433421135": 40, "1396280825138092": 40, "5038207173347473": 40, "22299200296401978": 40, "07377689331769943": 40, "02854202501475811": 40, "026677291840314865": 40, "02838410809636116": 40, "026617199182510376": 40, "02508518099784851": 40, "06039097160100937": 40, "8043031692504883": 40, "get_aesthetic_scor": 41, "ccip": [41, 106], "ccip_extract_featur": 41, "ccip_batch_extract_featur": 41, "ccip_default_threshold": 41, "ccip_differ": 41, "ccip_sam": 41, "ccip_batch_differ": 41, "ccip_batch_sam": 41, "ccip_default_clustering_param": 41, "ccip_clust": 41, "ccip_merg": 41, "dbaesthet": [41, 106], "laplacian": [41, 106], "laplacian_scor": 41, "lpip": [41, 106], "lpips_extract_featur": 41, "lpips_differ": 41, "lpips_clust": 41, "psnr_": [41, 106], "psnr": [41, 65], "blur": [42, 47], "than": [42, 43, 47, 85, 89, 97], "seem": 42, "just": [42, 62, 91, 94, 97, 100, 104], "we": [42, 64, 83], "explor": 42, "bluri": 42, "hutao": [42, 71, 74, 75, 79, 82], "156": 42, "68285005210006": 42, "text_blur": 42, "2276": 42, "66629157129": 42, "real2": 42, "908745781486806": 42, "mmd": 42, "1072": 42, "8372572065527": 42, "richzhang": 43, "perceptualsimilar": 43, "chafen_arknight": 43, "rand": 43, "reach": 43, "995": 43, "cnn": 43, "f1": 43, "f2": 43, "f3": 43, "f4": 43, "f5": 43, "64": [43, 59, 62, 67, 83, 107, 108], "99": 43, "192": 43, "49": [43, 59], "256": [43, 57, 58, 64, 67], "img1": [43, 44, 82], "img2": [43, 44, 82], "anoth": 43, "16922694444656372": 43, "22250649333000183": 43, "6897575259208679": 43, "10956494510173798": 43, "6823137998580933": 43, "6837796568870544": 43, "nois": [43, 50, 62, 64], "inf": 44, "gaussian_20": 44, "dat": 44, "058228614646987": 44, "gaussian_3": 44, "27": [44, 59], "65611098737784": 44, "lq": 44, "29589659377844": 44, "recogn": [45, 59], "export": [45, 88], "recognit": 45, "ch_pp": 45, "ocrv4_det": 45, "heat_threshold": 45, "box_threshold": 45, "max_candid": 45, "1000": 45, "unclip_ratio": 45, "heat": 45, "candid": 45, "unclip": 45, "comic": [45, 91], "742": 45, "485": [45, 57, 58], "809": 45, "511": 45, "9543377610144915": 45, "682": 45, "98": 45, "734": 45, "124": 45, "9309689495575223": 45, "136": 45, "836": 45, "164": 45, "9042856988923695": 45, "144": 45, "455": 45, "196": 45, "874083638387722": 45, "719": 45, "835": 45, "488": 45, "8628696346175078": 45, "478": 45, "214": 45, "508": 45, "848871771901487": 45, "1030": 45, "557": 45, "1184": 45, "578": 45, "8352495440618789": 45, "427": 45, "129": 45, "553": 45, "154": 45, "8249209443996619": 45, "detect_model": 45, "recognize_model": 45, "ocrv4_rec": 45, "rotation_threshold": 45, "is_remove_dupl": 45, "rotat": [45, 48], "duplic": [45, 67], "mob": 45, "9356705927336156": 45, "shishou": 45, "8933000384412466": 45, "BUT": 45, "8730931912907247": 45, "oh": 45, "8417627579351514": 45, "mirror": 45, "7366019454049503": 45, "el": 45, "gato": 45, "iberico": 45, "7271127306351021": 45, "THAt": 45, "701928390168364": 45, "6965972578194936": 45, "chines": 45, "english": 45, "cannot": [45, 55, 57, 59, 69], "languag": 45, "func": [45, 87, 106], "japanes": [45, 67], "post_text": 45, "319": 45, "847": 45, "561": 45, "899": 45, "kancol": 45, "9130667787597329": 45, "552": 45, "811": 45, "791": 45, "921": 45, "1944": 45, "8566762346615406": 45, "820": 45, "558": 45, "850": 45, "fleet": 45, "collect": [45, 66], "8100635458911772": 45, "235": 45, "904": 45, "855": 45, "1009": 45, "\u6d77": 45, "6716076803280185": 45, "858": 45, "808": 45, "tsu": 45, "ka": 45, "NO": 45, "u": [45, 109], "mi": 45, "de": 45, "654507230718228": 45, "209": 45, "507": 45, "2888084133529467": 45, "japan_pp": 45, "ocrv3_rec": 45, "9230690942939336": 45, "8564870717047623": 45, "\u3044\u3064\u304b\u3042\u306e\u6d77\u3067": 45, "8061289060358996": 45, "8045396777081609": 45, "7311649382696896": 45, "\u8266\u3068\u308c\u308c": 45, "6648729016512889": 45, "ocrv2_det": 45, "ocrv3_det": 45, "ocrv4_server_det": 45, "ch_ppocr_mobile_slim_v2": 45, "0_det": 45, "ch_ppocr_mobile_v2": 45, "ch_ppocr_server_v2": 45, "en_pp": 45, "arabic_pp": 45, "ocrv2_rec": 45, "ocrv4_server_rec": 45, "0_rec": 45, "chinese_cht_pp": 45, "cyrillic_pp": 45, "devanagari_pp": 45, "en_number_mobile_v2": 45, "ka_pp": 45, "korean_pp": 45, "latin_pp": 45, "ta_pp": 45, "te_pp": 45, "dimens": [46, 59], "max_siz": [46, 57, 58, 59], "longer": 46, "after": [46, 59, 74, 79, 82], "1280": 46, "720": 46, "new_img": 46, "600": 46, "337": 46, "obscur": 47, "regist": [47, 48, 57, 58, 59], "rectangular": 47, "967": [47, 48], "143": [47, 48], "1084": [47, 48], "261": [47, 48], "246": [47, 48], "208": [47, 48], "331": [47, 48], "287": [47, 48], "662": [47, 48], "466": [47, 48], "705": [47, 48], "514": [47, 48], "479": [47, 48], "283": [47, 48], "326": [47, 48], "color_black": 47, "radiu": 47, "emoji": [47, 48], "penis": 47, "vagina": 47, "serv": [47, 59, 74], "foundat": 47, "inherit": [47, 59], "within": [47, 67, 74, 82], "fill": 47, "color_default": 47, "green": 47, "color_green": 47, "ffff00": 47, "color_ffff00": 47, "blur_4": 47, "blur_8": 47, "blur_12": 47, "pixelate_4": 47, "pixelate_8": 47, "pixelate_12": 47, "cl": 47, "arg": 47, "subclass": 47, "keyerror": 47, "alreadi": 47, "exist": [47, 68, 88, 91], "angl": 48, "end": [48, 67], "censor_area": [48, 49], "ratio_threshold": 48, "minimum": [48, 54, 60, 62], "total": [48, 107, 108], "star": [48, 79], "register_censor_method": [48, 49], "smiling_face_with_heart": 48, "twitter": 48, "appl": 48, "googl": 48, "microsoft": 48, "samsung": 48, "whatsapp": 48, "facebook": 48, "messeng": 48, "joypixel": 48, "openmoji": 48, "emojidex": 48, "mozilla": 48, "express": 48, "code": [48, 64, 79, 82], "_emojistyletyp": 48, "emoji_default": 48, "cat_fac": 48, "emoji_green": 48, "grinning_face_with_sweat": 48, "emoji_liuhanhuangd": 48, "minim": 48, "abl": [48, 55], "prefix": [48, 73, 78], "sum": 48, "cx": 48, "mass": 48, "occlus": 48, "cy": 48, "find_for_area": 48, "rectangl": 48, "corner": 48, "factor": [48, 59], "align": [49, 106], "align_maxs": 49, "censor_": [49, 106], "censor_nsfw": 49, "basecensor": 49, "colorcensor": 49, "blurcensor": 49, "pixelatecensor": 49, "imgcensor": [49, 106], "imagebasedcensor": 49, "emojibasedcensor": 49, "singleimag": 49, "squeez": [49, 106], "squeeze_with_transpar": 49, "fit": 50, "tightli": 50, "interest": 50, "jerry_with_spac": 50, "median_filt": 50, "median": 50, "kernel": 50, "larger": [50, 54, 84], "disabl": 50, "keypoint": [51, 52, 53, 54], "idea": 51, "research": 51, "auto_detect": 51, "out_bbox": 51, "person_detect_cfg": 51, "op18keypointset": [51, 53, 54], "rtmpose": 51, "config": [51, 58, 106, 109], "foot": [51, 52], "hand1": 51, "hand2": 51, "op18_visu": [51, 53], "0x7f5ca933f3d0": 51, "axesimag": 51, "0x7f5c98069790": 51, "all_": 52, "openpos": [52, 67], "op18": [52, 54], "__mul__": 52, "multipli": 52, "scalar": 52, "__truediv__": 52, "divisor": 52, "left_foot": 52, "left_hand": 52, "right_foot": 52, "right_hand": 52, "enum": 52, "enumer": 52, "symbol": [52, 79, 82], "make": [52, 57, 76, 86, 94, 98, 100], "readabl": [52, 82], "categor": 52, "nose": 52, "neck": 52, "elbow": 52, "wrist": 52, "ankl": 52, "ear": [52, 73, 80], "member": 52, "right_should": 52, "right_elbow": 52, "right_wrist": 52, "left_should": 52, "left_elbow": 52, "left_wrist": 52, "right_hip": 52, "right_kne": 52, "right_ankl": 52, "left_hip": 52, "left_kne": 52, "left_ankl": 52, "right_ey": 52, "left_ey": 52, "right_ear": 52, "left_ear": 52, "left_big_to": 52, "left_small_to": 52, "left_heel": 52, "right_big_to": 52, "right_small_to": 52, "right_heel": 52, "__int__": 52, "truncat": [52, 96, 106], "zero": 52, "must": [52, 73, 105], "preced": 52, "surround": 52, "whitespac": [52, 76], "36": [52, 59], "0b100": 52, "91": [52, 59], "112": 52, "92": [52, 59, 80], "113": [52, 59], "dwpose": [53, 106], "dwpose_estim": 53, "openpose18": 53, "op18_body_max": 53, "op18_body_min": 53, "op18_face_max": 53, "op18_face_min": 53, "op18_left_foot_max": 53, "op18_left_foot_min": 53, "op18_left_hand_max": 53, "op18_left_hand_min": 53, "op18_right_foot_max": 53, "op18_right_foot_min": 53, "op18_right_hand_max": 53, "op18_right_hand_min": 53, "keypoints_list": 54, "min_edge_s": 54, "draw_bodi": 54, "draw_hand": 54, "draw_feet": 54, "draw_fac": 54, "drawn": 54, "shorter": 54, "connect": 54, "ellips": 54, "facial": [54, 73, 90], "pars": [55, 57, 58, 66, 67, 106], "parser": [55, 57, 58, 67], "try": 55, "notparsetarget": 56, "register_pillow_transform": 56, "register_pillow_pars": 56, "create_pillow_transform": 56, "parse_pillow_transform": 56, "register_torchvision_transform": 56, "register_torchvision_pars": 56, "create_torchvision_transform": 56, "parse_torchvision_transform": 56, "register_creators_for_transform": 56, "notprocessortypeerror": 56, "create_transforms_from_transform": 56, "is_valid_size_dict": 56, "convert_to_size_dict": 56, "get_size_dict": 56, "create_clip_transform": 56, "create_transforms_from_clip_processor": 56, "create_convnext_transform": 56, "create_transforms_from_convnext_processor": 56, "create_vit_transform": 56, "create_transforms_from_vit_processor": 56, "create_siglip_transform": 56, "create_transforms_from_siglip_processor": 56, "create_bit_transform": 56, "create_transforms_from_bit_processor": 56, "create_blip_transform": 56, "create_transforms_from_blip_processor": 56, "create_mobilenetv2_transform": 56, "create_transforms_from_mobilenetv2_processor": 56, "tensor": [57, 58, 59, 68], "composit": [57, 59], "machin": [57, 86], "learn": [57, 86], "compos": [57, 58, 59], "sequenc": [57, 59, 73], "pillowcompos": [57, 59], "sequenti": 57, "decor": [57, 58, 59, 85], "facilit": 57, "creator": [57, 59], "tvalu": [57, 58], "describ": 57, "interpol": [57, 58, 59], "bicub": [57, 58, 59], "pillowres": [57, 59], "antialia": [57, 58, 59], "bilinear": [57, 58], "center_crop": [57, 58], "pillowcentercrop": [57, 59], "pillowtotensor": [57, 59], "maybe_to_tensor": [57, 58], "pillowmaybetotensor": 57, "std": [57, 58, 59], "pillownorm": [57, 59], "456": [57, 58], "406": [57, 58], "229": [57, 58], "225": [57, 58], "48500001430511475": 57, "4560000002384186": 57, "4059999883174896": 57, "2290000021457672": 57, "2240000069141388": 57, "22499999403953552": 57, "framework": 58, "extend": 58, "centercrop": 58, "totensor": 58, "maybetotensor": 58, "4850": 58, "4560": 58, "4060": 58, "2290": 58, "2240": 58, "2250": 58, "timm": 58, "interpolationmod": 58, "processor": [59, 107, 108], "vitimageprocessor": 59, "5906": 59, "33": 59, "donutimageprocessor": 59, "1901": 59, "70": [59, 83], "detrimageprocessor": 59, "1575": 59, "86": [59, 73], "clipimageprocessor": 59, "1374": 59, "73": 59, "videomaeimageprocessor": 59, "1093": 59, "convnextimageprocessor": 59, "648": 59, "65": 59, "segformerimageprocessor": 59, "533": 59, "00": 59, "beitimageprocessor": 59, "468": 59, "63": 59, "siglipimageprocessor": 59, "440": 59, "48": 59, "layoutlmv3imageprocessor": 59, "403": 59, "layoutlmv2imageprocessor": 59, "332": 59, "87": 59, "mllamaimageprocessor": 59, "qwen2vlimageprocessor": 59, "314": 59, "77": 59, "blipimageprocessor": 59, "276": 59, "55": 59, "idefics2imageprocessor": 59, "226": 59, "llavanextimageprocessor": 59, "215": 59, "bitimageprocessor": 59, "210": 59, "pix2structimageprocessor": 59, "conditionaldetrimageprocessor": 59, "53": 59, "samimageprocessor": 59, "52": 59, "deitimageprocessor": 59, "mask2formerimageprocessor": 59, "89": 59, "50": 59, "vivitimageprocessor": 59, "88": 59, "yolosimageprocessor": 59, "84": 59, "47": 59, "viltimageprocessor": 59, "41": 59, "detaimageprocessor": 59, "68": 59, "38": 59, "pixtralimageprocessor": 59, "mobilenetv2imageprocessor": 59, "mobilevitimageprocessor": 59, "61": 59, "34": [59, 107, 108], "dptimageprocessor": 59, "maskformerimageprocessor": 59, "28": 59, "nougatimageprocessor": 59, "ideficsimageprocessor": 59, "rtdetrimageprocessor": 59, "efficientnetimageprocessor": 59, "40": [59, 67], "deformabledetrimageprocessor": 59, "idefics3imageprocessor": 59, "fuyuimageprocessor": 59, "videollavaimageprocessor": 59, "pvtimageprocessor": 59, "09": 59, "oneformerimageprocessor": 59, "mobilenetv1imageprocessor": 59, "07": [59, 98, 99, 100, 103], "owlv2imageprocessor": 59, "chineseclipimageprocessor": 59, "efficientformerimageprocessor": 59, "llavaonevisionimageprocessor": 59, "swin2srimageprocessor": 59, "vithybridimageprocessor": 59, "owlvitimageprocessor": 59, "04": 59, "groundingdinoimageprocessor": 59, "03": 59, "perceiverimageprocessor": 59, "chameleonimageprocessor": 59, "levitimageprocessor": 59, "vitmatteimageprocessor": 59, "extens": [59, 74], "tri": 59, "def": [59, 85], "hasattr": 59, "feature_extractor": 59, "encount": 59, "becaus": 59, "until": 59, "successfulli": 59, "imageprocessor": 59, "autoimageprocessor": 59, "from_pretrain": 59, "openai": 59, "vit": 59, "patch32": 59, "pillowconvertrgb": 59, "48145467": 59, "4578275": 59, "40821072": 59, "26862955": 59, "2613026": 59, "2757771": 59, "size_dict": 59, "shortest_edg": 59, "invalid_kei": 59, "default_to_squar": 59, "height_width_ord": 59, "constraint": 59, "els": [59, 67, 107, 108], "incompat": 59, "longest_edg": 59, "param_nam": 59, "entri": 59, "conform": 59, "messag": [59, 83], "do_res": 59, "do_center_crop": 59, "crop_siz": 59, "do_rescal": 59, "rescale_factor": 59, "00392156862745098": 59, "do_norm": 59, "image_mean": 59, "image_std": 59, "do_convert_rgb": 59, "rescal": 59, "deviat": 59, "clipprocessor": 59, "crop_pct": 59, "tailor": 59, "convnext": 59, "percentag": 59, "prepar": 59, "replic": 59, "build": [59, 74, 82], "blip": 59, "255": 59, "openai_clip_mean": 59, "openai_clip_std": 59, "accord": 59, "behavior": 59, "mobilenetv2": 59, "per": 59, "equival": 59, "bg": 60, "strict_level": 60, "min_select": 60, "min_width": 60, "min_height": 60, "min_resolut": 60, "strict": [60, 94, 100], "get_imag": 60, "get_image_fil": 60, "list_image_fil": 60, "random_imag": 60, "randomli": 60, "random_image_fil": 60, "8057": 60, "000000": 60, "000001": 60, "000002": 60, "000003": 60, "000004": 60, "home": 60, "dgh": [60, 68, 109], "2400x1600": 60, "0x7feb86ed5160": 60, "003258": 60, "400x400": 60, "0x7feb86a748b0": 60, "quickli": 61, "backgroundimageset": 61, "list_bg_image_fil": 61, "get_bg_image_fil": 61, "get_bg_imag": 61, "random_bg_image_fil": 61, "random_bg_imag": 61, "opencv": 62, "denois": [62, 67], "inspir": [62, 71, 75, 82, 102], "mf666": [62, 102], "mist": 62, "fucker": 62, "diameter_min": 62, "diameter_max": 62, "sigma_color_min": 62, "sigma_color_max": 62, "sigma_space_min": 62, "sigma_space_max": 62, "radius_min": 62, "radius_max": 62, "eps_min": 62, "eps_max": 62, "b_iter": 62, "g_iter": 62, "random": [62, 80], "bilater": 62, "guid": 62, "stage": 62, "preserv": 62, "diamet": 62, "sigma": 62, "space": [62, 71, 82], "window": [62, 67], "term": 62, "contrib": 62, "noisy_imag": 62, "cleaned_img": 62, "cleaned_imag": 62, "blurri": [63, 67], "noisi": 63, "nafnet": [63, 106], "scunet": [63, 64, 106], "adversari": [63, 106], "remove_adversarial_nois": 63, "restore_with_nafnet": 63, "restore_with_scunet": 63, "ve": 64, "gaussian": 64, "To": 64, "correctli": 64, "credibl": 64, "rgg": [64, 65], "red": [64, 73], "gopro": 64, "sidd": 64, "tile_s": [64, 65, 83], "tile_overlap": [64, 65, 83], "batch_siz": [64, 65, 83], "nafnetmodeltyp": 64, "tile": [64, 65, 83], "gan": 65, "128": 65, "scunetmodeltyp": 65, "automatic1111": 66, "stabl": [66, 67, 89, 109], "diffus": [66, 67, 89], "webui": [66, 67, 68], "novelai": 66, "sdwui": 66, "submodul": 66, "nai": [66, 106], "docstr": 66, "sdmetadata": 66, "parse_sdmeta_from_text": 66, "get_sdmeta_from_imag": 66, "save_image_with_sdmeta": 66, "read_metadata": 66, "save_with_metadata": 66, "naimetadata": 66, "get_naimeta_from_imag": 66, "add_naimeta_to_imag": 66, "save_image_with_naimeta": 66, "formatt": 67, "a1111": 67, "sd_metadata_simpl": 67, "sd_metadata_complex": 67, "prompt": 67, "neg_prompt": 67, "neg": 67, "__str__": 67, "sd1": 67, "extrem": 67, "delic": 67, "beauti": 67, "offici": 67, "global": [67, 105], "illumin": 67, "soft": 67, "shadow": 67, "super": 67, "light": 67, "novel": [67, 69], "4k": 67, "metal_textur": 67, "striped_background": 67, "rich": 67, "cg": 67, "uniti": 67, "8k": 67, "wallpap": 67, "unreal": 67, "sci": 67, "fi": 67, "fantasi": 67, "silver_skin": 67, "cut": [67, 73], "silver_impossible_bodysuit": 67, "gem_on_chest": 67, "cut_silver_mechanical_leotard": 67, "headgear": [67, 73], "1_girl": 67, "solo": [67, 72, 73, 74, 75, 79, 80, 81, 82], "slim_waist": 67, "hair": [67, 73], "long": 67, "lumin": 67, "medium_breast": [67, 81], "indistinct_camelto": 67, "flat_crotch": 67, "coquettish": 67, "squint": 67, "evil_smil": 67, "dark_persona": 67, "mouth": 67, "wet": 67, "slim_fac": 67, "tall_girl": 67, "matur": 67, "mature_fac": 67, "slim_figur": 67, "slim_leg": 67, "groin": 67, "bare_thigh": 67, "easyneg": 67, "sketch": 67, "ugli": 67, "huge": 67, "logo": 67, "monochrom": [67, 93, 96, 106], "bad": 67, "mutat": 67, "horror": 67, "geometri": 67, "bad_prompt": 67, "miss": 67, "finger": 67, "limb": 67, "anatomi": 67, "interlock": 67, "digit": 67, "arm": 67, "2girl": 67, "deform": 67, "artist": 67, "blush": [67, 74, 75, 79, 82], "lipstick": 67, "skindent": 67, "tie": 67, "big_breast": 67, "thighhigh": [67, 74], "pubic_hair": [67, 73], "3d": [67, 91], "realist": 67, "slip": [67, 76], "head_out_of_fram": 67, "curvi": 67, "sampler": 67, "ddim": 67, "cfg": 67, "seed": 67, "3827064803": 67, "512x848": 67, "hash": 67, "eb49192009": 67, "anidosmix": 67, "skip": 67, "new_imag": 67, "let": 67, "what": 67, "nslim_fac": 67, "848": [67, 107], "_sdmeta_text": 67, "directli": 67, "starri": 67, "night": 67, "daylight": 67, "euler": 67, "sd2": 67, "1girl": [67, 72, 73, 74, 75, 76, 79, 80, 81, 82], "blue": 67, "footwear": 67, "shoe": 67, "bang": [67, 73, 74, 79, 82], "indoor": 67, "sleev": 67, "ahog": [67, 73, 74, 75, 79, 82], "dress": [67, 73], "pot": 67, "plant": 67, "bag": [67, 74, 75, 79, 82], "bun": [67, 73], "lora": 67, "bluearchive10": 67, "bluearchiv": 67, "neg1": 67, "dpm": 67, "2m": 67, "sde": 67, "karra": 67, "2647703743": 67, "768x768": 67, "72bd94132e": 67, "cutemix": 67, "strength": 67, "controlnet": 67, "control_v11p_sd15_openpos": 67, "cab727d4": 67, "weight": 67, "perfect": 67, "param": 67, "hire": 67, "upscal": [67, 106], "latent": 67, "ti": 67, "339cc9210f70": 67, "66a7279a88dd": 67, "info": 67, "underli": [67, 85], "sd_meta": 67, "scope": 67, "dst_file": [67, 69], "webp": 67, "systemerror": [67, 69], "input_imag": 67, "output_imag": 67, "a41": 68, "safetensor": 68, "torch": 68, "command": [68, 109], "pip": [68, 109], "_check_env": 68, "model_fil": 68, "key1": 68, "value1": 68, "key2": 68, "value2": 68, "src_model_fil": 68, "dst_model_fil": 68, "new_metadata": 68, "john": 68, "doe": [68, 72, 80, 94, 100], "input_model": 68, "output_model": 68, "softwar": 69, "generation_tim": 69, "dataclass": 69, "encapsul": 69, "taken": 69, "alia": 69, "success": [69, 109], "add_lsb_meta": 69, "save_metainfo": 69, "metainfo": 69, "prefer": 69, "isneti": [70, 106], "get_isnetis_mask": 70, "segment_with_isneti": 70, "segment_rgba_with_isneti": 70, "co": 71, "seg": 71, "1024": [71, 82], "app": 71, "l8": 71, "00ff00": 71, "mask_": 71, "image_": 71, "hutao_seg": 71, "skadi": [71, 74, 75, 79, 82], "skadi_seg": 71, "drop": [72, 73, 74, 79, 81, 82], "cosplai": 72, "no_eyewear": 72, "eyewear": [72, 73], "span": [72, 73], "matter": [72, 73], "red_hair": [72, 73, 80, 81], "use_preset": 72, "custom_blacklist": 72, "onlin": 72, "preset": 72, "ones": 72, "neither": [72, 73], "nor": [72, 73], "anal_hair": 73, "anal_tail": 73, "arm_behind_head": 73, "arm_hair": 73, "arm_under_breast": 73, "arms_behind_head": 73, "bird_on_head": 73, "blood_in_hair": 73, "breasts_on_glass": 73, "breasts_on_head": 73, "cat_on_head": 73, "closed_ey": 73, "clothed_female_nude_femal": 73, "clothed_female_nude_mal": 73, "clothed_male_nude_femal": 73, "clothes_between_breast": 73, "cream_on_fac": 73, "drying_hair": 73, "empty_ey": 73, "face_to_breast": 73, "food_on_fac": 73, "food_on_head": 73, "game_boi": 73, "grabbing_anoth": 73, "s_hair": 73, "grabbing_own_breast": 73, "gun_to_head": 73, "head_between_breast": 73, "heart_in_ey": 73, "multiple_boi": 73, "multiple_girl": 73, "object_on_breast": 73, "object_on_head": 73, "paint_splatter_on_fac": 73, "parted_lip": [73, 74, 75, 79, 82], "penis_on_fac": 73, "person_on_head": 73, "pokemon_on_head": 73, "rabbit_on_head": 73, "rice_on_fac": 73, "severed_head": 73, "star_in_ey": 73, "sticker_on_fac": 73, "tentacles_on_mal": 73, "tying_hair": 73, "built": [73, 85], "mutabl": 73, "constructor": 73, "empti": 73, "hold": [73, 74, 75, 79, 82], "futa": 73, "cum": 73, "rub": 73, "shade": 73, "plai": 73, "drill": 73, "skin": 73, "sidelock": 73, "twintail": [73, 74, 75, 79, 82], "braid": 73, "afro": 73, "bald": 73, "dreadlock": 73, "ponytail": 73, "updo": 73, "beard": 73, "mustach": 73, "pointi": 73, "horn": 73, "tail": 73, "ornament": 73, "hairband": 73, "pupil": 73, "bow": [73, 74, 75], "headwear": 73, "ribbon": [73, 75, 79], "crown": 73, "cap": 73, "hairclip": [73, 79], "mole": 73, "halo": 73, "fluff": 73, "flower": [73, 74, 75, 79, 82], "glass": [73, 76], "fang": 73, "boi": 73, "beret": 73, "heterochromia": 73, "headdress": 73, "eyepatch": 73, "headphon": 73, "eyebrow": 73, "eyelash": 73, "sunglass": 73, "intak": 73, "scrunchi": 73, "ear_pierc": 73, "headband": 73, "ring": 73, "under_mouth": 73, "freckl": 73, "lip": 73, "eyelin": 73, "eyeshadow": 73, "tassel": 73, "whitelist_suffix": 73, "whitelist_prefix": 73, "whitelist_word": 73, "suffix": [73, 78], "pool": 73, "whitelist": 73, "blacklist": [73, 77, 106], "singular": 73, "plural": 73, "chair": 73, "whole": 73, "word": 73, "hear": 73, "72": 73, "outdat": 74, "anymor": 74, "baselin": 74, "practic": 74, "use_real_nam": [74, 79], "general_threshold": [74, 75, 82], "character_threshold": [74, 75, 82], "drop_overlap": [74, 75, 79, 82], "real": [74, 79, 96, 106], "renam": [74, 79], "redirect": [74, 79], "mani": [74, 79], "websit": [74, 79], "rate": [74, 75, 82, 94, 96, 106], "char": [74, 75, 82], "9897817373275757": 74, "question": [74, 75, 82, 94], "010265946388244629": 74, "explicit": [74, 75, 82, 94], "2809715270996094e": 74, "9939777851104736": 74, "5032387375831604": 74, "black_bord": 74, "9943548440933228": 74, "black_glov": [74, 75, 79, 82], "5011609792709351": 74, "blue_ski": [74, 75, 79, 82], "6877802610397339": 74, "5543792843818665": 74, "8268730640411377": 74, "cloud": [74, 75, 79, 82], "8504303693771362": 74, "cowboy_shot": [74, 75, 79, 82], "6008237600326538": 74, "crop_top": [74, 75, 79, 82], "6635787487030029": 74, "dai": [74, 75, 79, 82], "8496965765953064": 74, "glove": [74, 75, 79, 82], "6107005476951599": 74, "hair_between_ey": [74, 75, 79, 82], "668294370174408": 74, "5619469285011292": 74, "holding_baseball_bat": [74, 75, 79, 82], "5141720771789551": 74, "letterbox": 74, "long_hair": [74, 75, 79, 81, 82], "9884189963340759": 74, "looking_at_view": [74, 75, 79, 82], "5673105120658875": 74, "midriff": [74, 75, 79, 82], "6290556192398071": 74, "navel": [74, 75, 79, 82], "9631235003471375": 74, "no_hat": [74, 75, 79], "7978747487068176": 74, "no_headwear": [74, 75, 79, 82], "7577926516532898": 74, "outdoor": [74, 75, 79, 82], "7118550539016724": 74, "5452839136123657": 74, "pillarbox": 74, "9841411709785461": 74, "red_ey": [74, 75, 79, 82], "958786129951477": 74, "shirt": [74, 75, 79, 82], "6720131039619446": 74, "short_sleev": [74, 75, 79, 82], "7077711820602417": 74, "silver_hair": [74, 75, 79], "6673924326896667": 74, "sky": [74, 75, 79, 82], "8709812760353088": 74, "9614333510398865": 74, "sportswear": [74, 75, 79, 82], "7786177396774292": 74, "6842771172523499": 74, "sweat": [74, 75, 79, 82], "9076308012008667": 74, "thigh": [74, 75, 79, 82], "580970823764801": 74, "skadi_": [74, 75, 82], "arknight": [74, 75, 82], "9633345007896423": 74, "9988503456115723": 74, "001651763916015625": 74, "00012505054473876953": 74, "9829280972480774": 74, "894218385219574": 74, "8733789920806885": 74, "backpack": [74, 75, 79, 82], "6322951316833496": 74, "9987058639526367": 74, "bag_charm": [74, 75], "9754379987716675": 74, "6810564994812012": 74, "9708781838417053": 74, "6356008052825928": 74, "5633733868598938": 74, "brick_wal": 74, "5315935611724854": 74, "brown_hair": [74, 75, 79, 82], "9397273659706116": 74, "9229896664619446": 74, "charm_": [74, 75], "9006357789039612": 74, "citi": 74, "9020784497261047": 74, "cityscap": 74, "9547432661056519": 74, "5296419262886047": 74, "8253412246704102": 74, "5619839429855347": 74, "hair_flow": [74, 75, 79, 82], "8277763724327087": 74, "hair_orna": [74, 75, 79, 82], "9356368780136108": 74, "hair_ribbon": [74, 75, 79], "5288072824478149": 74, "jacket": [74, 75, 79, 82], "6336134076118469": 74, "9703260064125061": 74, "8188960552215576": 74, "phone_screen": 74, "9579574465751648": 74, "9954615235328674": 74, "plaid": [74, 75, 79], "9725285172462463": 74, "plaid_skirt": [74, 75, 79], "9638455510139465": 74, "pleated_skirt": [74, 75, 79, 82], "7226815819740295": 74, "5321241021156311": 74, "red_nail": [74, 79], "5493080615997314": 74, "school_bag": [74, 75], "9863407611846924": 74, "school_uniform": [74, 75, 79, 82], "6794284582138062": 74, "5062428116798401": 74, "shoulder_bag": 74, "9325523972511292": 74, "skirt": [74, 75, 79, 82], "92237788438797": 74, "skyscrap": 74, "7728171348571777": 74, "sleeves_past_wrist": [74, 75, 79], "7257086038589478": 74, "smile": [74, 75, 79, 82], "5357837080955505": 74, "6939404010772705": 74, "7054293155670166": 74, "tongu": [74, 75, 79, 82], "9990814924240112": 74, "tongue_out": [74, 75, 79, 82], "9992498755455017": 74, "5012534260749817": 74, "very_long_hair": [74, 75, 79, 81, 82], "7461410164833069": 74, "lagpixellol": 75, "deepgelbooru_onnx": 75, "categori": [75, 90, 98], "dim": [75, 82], "9986732006072998": 75, "0013858973979949951": 75, "315376281738281e": 75, "9972434639930725": 75, "basebal": [75, 82], "5982598662376404": 75, "baseball_bat": [75, 79, 82], "6429562568664551": 75, "bike_short": 75, "36296138167381287": 75, "8308937549591064": 75, "black_shirt": [75, 79, 82], "7388008832931519": 75, "6039759516716003": 75, "30909663438796997": 75, "9694308042526245": 75, "6422968506813049": 75, "5898381471633911": 75, "8145260810852051": 75, "652222216129303": 75, "dolphin_short": 75, "466494083404541": 75, "7183809280395508": 75, "6753682494163513": 75, "7302790880203247": 75, "6649775505065918": 75, "large_breast": [75, 79, 82], "8446108102798462": 75, "98187655210495": 75, "8140730857849121": 75, "6360533833503723": 75, "9635934829711914": 75, "33370012044906616": 75, "44239571690559387": 75, "7891374826431274": 75, "6471294164657593": 75, "9958090782165527": 75, "8736815452575684": 75, "872096061706543": 75, "5640895366668701": 75, "5049663186073303": 75, "8832778930664062": 75, "9687467813491821": 75, "sports_bra": 75, "3659853935241699": 75, "9309735298156738": 75, "49939480423927307": 75, "stomach": [75, 79, 82], "446407288312912": 75, "809670090675354": 75, "6560589075088501": 75, "47956040501594543": 75, "9832853674888611": 75, "9994162321090698": 75, "0008397102355957031": 75, "00035390257835388184": 75, "9926226139068604": 75, "899387001991272": 75, "34215790033340454": 75, "5701972246170044": 75, "9512913227081299": 75, "6664570569992065": 75, "5614628791809082": 75, "33615976572036743": 75, "5770801305770874": 75, "987317681312561": 75, "37286585569381714": 75, "cardigan": [75, 79], "36409223079681396": 75, "7329680919647217": 75, "collared_shirt": [75, 79], "5924292206764221": 75, "4344901144504547": 75, "7465001344680786": 75, "5225946307182312": 75, "6976451873779297": 75, "9265321493148804": 75, "34527891874313354": 75, "6675043106079102": 75, "9096828699111938": 75, "long_sleev": [75, 79, 82], "41341525316238403": 75, "8418735265731812": 75, "miniskirt": [75, 79], "3675632178783417": 75, "nail_polish": [75, 79], "5284417867660522": 75, "open_cloth": [75, 79], "30296844244003296": 75, "48789578676223755": 75, "36596980690956116": 75, "7759367227554321": 75, "6535028219223022": 75, "8975257873535156": 75, "36911237239837646": 75, "4171145558357239": 75, "3942635953426361": 75, "6772940754890442": 75, "9397937655448914": 75, "5207280516624451": 75, "4673041105270386": 75, "9118321537971497": 75, "9967410564422607": 75, "9970728158950806": 75, "8419480323791504": 75, "6489560604095459": 75, "white_shirt": [75, 79], "6217572689056396": 75, "underscor": [76, 82], "convent": 76, "restor": [76, 106], "use_spac": 76, "use_escap": 76, "include_scor": 76, "score_descend": 76, "_": 76, "escap": 76, "unsaf": 76, "sort": [76, 80], "descend": 76, "panty_pul": 76, "6826801300048828": 76, "958938717842102": 76, "drinking_glass": 76, "9340789318084717": 76, "areola_slip": 76, "41196826100349426": 76, "9988248348236084": 76, "drink": 76, "pull": 76, "areola": 76, "999": 76, "959": 76, "934": 76, "683": 76, "412": 76, "mldanbooru": [77, 106], "get_mldanbooru_tag": 77, "wd14": [77, 79, 106], "get_wd14_tag": [77, 79], "convert_wd14_emb_to_predict": 77, "denormalize_wd14_emb": 77, "deepdanbooru": [77, 79, 106], "get_deepdanbooru_tag": [77, 79], "deepgelbooru": [77, 106], "get_deepgelbooru_tag": 77, "add_underlin": 77, "remove_underlin": 77, "tags_to_text": 77, "drop_overlap_tag": 77, "is_blacklist": 77, "drop_blacklisted_tag": 77, "char_whitelist_suffix": 77, "char_whitelist_prefix": 77, "char_whitelist_word": 77, "char_suffix": 77, "char_prefix": 77, "charactertagpool": 77, "is_basic_character_tag": 77, "drop_basic_character_tag": 77, "sort_tag": 77, "tag_match_suffix": 77, "tag_match_prefix": 77, "tag_match_ful": 77, "t1": 78, "t2": 78, "fulli": 78, "ml": 79, "448": 79, "keep_ratio": 79, "9999984502792358": [79, 101], "9999946355819702": 79, "9994951486587524": 79, "998144268989563": 79, "9978417158126831": 79, "9941409230232239": 79, "9799384474754333": 79, "979142427444458": 79, "961823582649231": 79, "961323618888855": 79, "9490893483161926": 79, "9450850486755371": 79, "9425153136253357": 79, "9409335255622864": 79, "9319437146186829": 79, "9265308976173401": 79, "9259042143821716": 79, "922250509262085": 79, "9199565052986145": 79, "9175475835800171": 79, "9102761745452881": 79, "9076938629150391": 79, "9052775502204895": 79, "8938589692115784": 79, "8894285559654236": 79, "8891903162002563": 79, "8845980763435364": 79, "8842408061027527": 79, "8659475445747375": 79, "862621009349823": 79, "8616052865982056": 79, "8562789559364319": 79, "short_short": [79, 82], "8555729389190674": 79, "8533340096473694": 79, "black_short": [79, 82], "8477485775947571": 79, "8430152535438538": 79, "tied_long_hair": [79, 82], "8340626955032349": 79, "crop_top_overhang": 79, "8266023397445679": 79, "8222048282623291": 79, "8202669620513916": 79, "8061150312423706": 79, "ass_visible_through_thigh": [79, 82], "7803354859352112": 79, "thigh_gap": [79, 82], "7789446711540222": 79, "arms_up": 79, "7052110433578491": 79, "9999866485595703": 79, "997043788433075": 79, "9969649910926819": 79, "9957101345062256": 79, "9928386807441711": 79, "9886980056762695": 79, "9864778518676758": 79, "ghost": [79, 82], "9769423007965088": 79, "9747489094734192": 79, "9736957550048828": 79, "9388670325279236": 79, "9356311559677124": 79, "91000896692276": 79, "8955123424530029": 79, "8910233378410339": 79, "8904104828834534": 79, "8881211280822754": 79, "8876776695251465": 79, "8864808678627014": 79, "8810517191886902": 79, "8798807263374329": 79, "8765745162963867": 79, "8737136125564575": 79, "8650439381599426": 79, "8613706827163696": 79, "blue_cardigan": 79, "8571277260780334": 79, "8333670496940613": 79, "8160212635993958": 79, "eyebrows_visible_through_hair": 79, "8122442364692688": 79, "8091571927070618": 79, "8082079887390137": 79, "8048468232154846": 79, "8042327165603638": 79, "7984272241592407": 79, "blazer": [79, 82], "794708251953125": 79, "78981614112854": 79, "7892146110534668": 79, "shaped_pupil": [79, 82], "7867060899734497": 79, "gradient_hair": 79, "786359965801239": 79, "7790888547897339": 79, "brown_skirt": 79, "7760675549507141": 79, "774523913860321": 79, "7721588015556335": 79, "7697228789329529": 79, "755959689617157": 79, "multicolored_hair": 79, "7477189898490906": 79, "7476690411567688": 79, "rail": 79, "7476617693901062": 79, "blue_jacket": 79, "7458406090736389": 79, "741143524646759": 79, "7364678978919983": 79, "7193643450737": 79, "red_neckwear": 79, "7108616828918457": 79, "7086325287818909": 79, "7055293321609497": 79, "7039415836334229": 79, "7018357515335083": 79, "shuffl": 80, "count": [80, 107, 108], "2boi": 80, "cat_ear": 80, "uniqu": 80, "8849405313291128": 81, "8548297594823425": 81, "03910296474461261": 81, "6615180440330748": 81, "21552028866308015": 81, "3165260620737027": 81, "47744464927382957": 81, "tagger": 82, "smilingwolf": 82, "wd": 82, "swinv2_v3": 82, "general_mcut_en": 82, "character_mcut_en": 82, "no_underlin": 82, "mcut": 82, "replac": 82, "index": [82, 109], "follw": 82, "valuabl": 82, "enabl": 82, "rapid": 82, "queri": 82, "0011444687843322754": 82, "8876402974128723": 82, "106781005859375": 82, "000277101993560791": 82, "997527003288269": 82, "9797663688659668": 82, "9905703663825989": 82, "9761719703674316": 82, "8981098532676697": 82, "8810765743255615": 82, "9498510360717773": 82, "8377365469932556": 82, "945058286190033": 82, "9457170367240906": 82, "969594419002533": 82, "7881088852882385": 82, "7687551379203796": 82, "9301245212554932": 82, "6703325510025024": 82, "white_hair": 82, "5292627811431885": 82, "8677047491073608": 82, "grey_hair": 82, "5859264731407166": 82, "9536856412887573": 82, "8056888580322266": 82, "8394746780395508": 82, "9473626613616943": 82, "8986269235610962": 82, "9385137557983398": 82, "8408567905426025": 82, "alternate_costum": 82, "4245271384716034": 82, "931140661239624": 82, "8830795884132385": 82, "7279844284057617": 82, "artist_nam": 82, "5333830714225769": 82, "64717698097229": 82, "9516432285308838": 82, "9655293226242065": 82, "9485014081001282": 82, "7366660833358765": 82, "7161656618118286": 82, "5858667492866516": 82, "6186309456825256": 82, "41193312406539917": 82, "467605859041214": 82, "36282333731651306": 82, "3756745457649231": 82, "motion_blur": 82, "5091936588287354": 82, "951993465423584": 82, "5634750723838806": 82, "8232709169387817": 82, "9869340658187866": 82, "49491602182388306": 82, "5193622708320618": 82, "003406703472137451": 82, "0007208287715911865": 82, "9798132181167603": 82, "8046203851699829": 82, "7596215009689331": 82, "7620116472244263": 82, "46084529161453247": 82, "48454540967941284": 82, "5152207016944885": 82, "8023070096969604": 82, "8653596639633179": 82, "7201820611953735": 82, "7816740870475769": 82, "697688639163971": 82, "8974947333335876": 82, "7491052746772766": 82, "5015512704849243": 82, "6401398181915283": 82, "43420469760894775": 82, "4528769850730896": 82, "5730487704277039": 82, "6739872694015503": 82, "5545973181724548": 82, "6946243047714233": 82, "5487751364707947": 82, "7439308166503906": 82, "4186026453971863": 82, "47378358244895935": 82, "4690653085708618": 82, "7565015554428101": 82, "hu_tao_": 82, "genshin_impact": 82, "9262397289276123": 82, "boo_tao_": 82, "942080020904541": 82, "denorm": 82, "denormalizer_nam": 82, "mnum2_al": 82, "understand": 82, "redund": 82, "structur": [82, 106], "b": 82, "r": [82, 94, 100], "c": 82, "linalg": 82, "norm": 82, "approx": [82, 83], "1e": 82, "cdc_anime_onnx": 83, "realli": 83, "As": [83, 94, 100], "1024x1024": 83, "2060": 83, "gpu": 83, "cost": 83, "cpu": [83, 88, 107, 108], "experi": 83, "hgsr": 83, "mhr": 83, "aug_x4_320": 83, "cute_waifu_aroma": 83, "pngimageplugin": 83, "pngimagefil": 83, "1168x1168": 83, "0x7f0e8ca06880": 83, "4672x4672": 83, "0x7f0e48edb640": 83, "cdc": [84, 106], "upscale_with_cdc": 84, "lru_cach": 85, "wrap": 85, "synchron": 85, "prevent": 85, "race": 85, "condit": 85, "maxsiz": 85, "expensive_funct": 85, "expens": 85, "lock": [85, 105], "safeti": [85, 102], "multithread": 85, "my_funct": 85, "introduc": 85, "acquisit": 85, "critic": 85, "mathemat": 86, "activ": 86, "deep": 86, "problem": [86, 94, 100], "input_valu": 86, "frac": 86, "26894142": 86, "73105858": 86, "ts_lru_cach": 87, "get_onnx_provid": 87, "open_onnx_model": 87, "cudaexecutionprovid": 88, "cpuexecutionprovid": 88, "ckpt": 88, "inferencesess": 88, "onnx_mod": 88, "decid": 88, "linux": [88, 107, 108], "execut": [88, 107, 108], "ignor": 88, "cuda": [88, 107, 108], "forc": 88, "anime_ai_check": 89, "mobilenetv3_sce_dist": [89, 100, 104], "mainli": 89, "caformer_s36_plus_sc": 89, "graph": 89, "9996960163116455": 89, "9999125003814697": 89, "997803270816803": 89, "9960069060325623": 89, "9887709021568298": 89, "9998629093170166": 89, "0013722758740186691": 89, "00020673229300882667": 89, "0001895089662866667": 89, "0008857478387653828": 89, "552320024231449e": 89, "001168627175502479": 89, "bangumi": [90, 91], "vision": 90, "imageri": 90, "bangumi_char_typ": 90, "definit": [90, 97], "video": 90, "secondari": 90, "often": 90, "lack": 90, "lead": 90, "under": [90, 109], "three": 90, "judg": 90, "anime_portrait": [90, 96], "mobilenetv3_v0_dist": [90, 99, 103, 104], "9998525381088257": 90, "00012103465269319713": 90, "6464786313008517e": 90, "906112609314732e": 90, "06": [90, 91, 93, 98, 99, 100, 101, 103], "9997243285179138": 90, "0002490800397936255": 90, "7215803381986916e": 90, "354368557978887e": 90, "9998849630355835": 90, "90006631379947e": 90, "3920385754317977e": 90, "2084233276254963e": 90, "9998877048492432": 90, "732793503440917e": 90, "4264976925915107e": 90, "0623419257171918e": 90, "07076334953308105": 90, "9290977716445923": 90, "0001044218079186976": 90, "4467317163944244e": 90, "2568268832401372e": 90, "9999498128890991": 90, "1810528778587468e": 90, "879474429093534e": 90, "260669109295122e": 90, "9999510049819946": 90, "2321036592766177e": 90, "025227553938748e": 90, "4251427273848094e": 90, "999957799911499": 90, "4273678718600422e": 90, "6884023302263813e": 90, "880981603288092e": 90, "0002326338435523212": 90, "9996368885040283": 90, "164971561403945e": 90, "00020793956355191767": 90, "13438372313976288": 90, "8652494549751282": 90, "000158855298650451": 90, "000238816806813702": 90, "3589179217815399": 90, "6406960487365723": 90, "0001471740542910993": 90, "002255884697660804": 90, "08208147436380386": 90, "9152728915214539": 90, "00038967153523117304": 90, "227699592884164e": 90, "0835404282261152e": 90, "1437502406770363e": 90, "9999284744262695": 90, "2125529792683665e": 90, "0218892384727951e": 90, "00011914174683624879": 90, "9998584985733032": 90, "2007669283775613e": 90, "6357082131435163e": 90, "3068713896209374e": 90, "9999185800552368": 90, "066640925273532e": 90, "529400813335087e": 90, "089402500540018e": 90, "9999388456344604": 90, "6406959295272827": 90, "not_paint": 91, "anime_classif": 91, "older": 91, "mobilenetv3_v1": [91, 101], "5_dist": 91, "3_dist": 91, "plot": [91, 94, 100, 104], "caformer_s36_v1": 91, "3_focal": 91, "8346158862113953": 91, "004201625939458609": 91, "0028638991061598063": 91, "15633030235767365": 91, "001988308737054467": 91, "9868855476379395": 91, "001178382197394967": 91, "00015886101755313575": 91, "0005986307514831424": 91, "011178601533174515": 91, "9933090209960938": 91, "0012440024875104427": 91, "00040085514774546027": 91, "004924307577311993": 91, "00012189441622467712": 91, "00031298911198973656": 91, "9968050718307495": 91, "182305903872475e": 91, "0027923565357923508": 91, "7805559259140864e": 91, "0004650334012694657": 91, "996709942817688": 91, "736721191671677e": 91, "0027629584074020386": 91, "4619508621981367e": 91, "0003803370927926153": 91, "998649537563324": 91, "190127922105603e": 91, "0008622839814051986": 91, "595230686594732e": 91, "0004573142796289176": 91, "00031435859273187816": 91, "8671838641166687": 91, "13199880719184875": 91, "563074617180973e": 91, "153919796110131e": 91, "290010737255216e": 91, "9727378487586975": 91, "027150526642799377": 91, "162296004826203e": 91, "4933258828241378e": 91, "0004275702522136271": 91, "995402455329895": 91, "002233930164948106": 91, "001911122351884842": 91, "1603819727897644": 91, "0007561995880678296": 91, "00017044576816260815": 91, "838487982749939": 91, "0002034590725088492": 91, "005001617129892111": 91, "000932251859921962": 91, "009352140128612518": 91, "9846979379653931": 91, "6018555470509455e": 91, "004064667969942093": 91, "464051254326478e": 91, "025772539898753166": 91, "9699516296386719": 91, "00011656546121230349": 91, "287263775244355e": 91, "370255853951676e": 91, "01098843663930893": 91, "0031668643932789564": 91, "9857884049415588": 91, "499273488065228e": 91, "8419872251106426e": 91, "0003471920208539814": 91, "029472889378666878": 91, "9700765609741211": 91, "0012387704337015748": 91, "001172148622572422": 91, "787473391043022e": 91, "003680602880194783": 91, "9938107132911682": 91, "8346157073974609": 91, "8671836853027344": 91, "8384883403778076": 91, "9846979975700378": 91, "9700766801834106": 91, "greyscal": 92, "jpeg_ful": [92, 105], "6125901": 92, "6125785": [92, 105], "6124220": 92, "rough": [93, 94, 100], "polish": 93, "mobilenetv3_v2": 93, "2_dist": [93, 101], "910087929805741e": 93, "1241951510310173": 93, "8757457137107849": 93, "00018937293498311192": 93, "030049214139580727": 93, "9697614312171936": 93, "008933082222938538": 93, "05096456781029701": 93, "9401022791862488": 93, "009832272306084633": 93, "9898634552955627": 93, "00030428936588577926": 93, "013919820077717304": 93, "9819902181625366": 93, "004089969675987959": 93, "04166747257113457": 93, "9582782983779907": 93, "4218515288084745e": 93, "8849249482154846": 93, "1149177998304367": 93, "0001573085755808279": 93, "9907882809638977": 93, "008958994410932064": 93, "0002527958422433585": 93, "9831690788269043": 93, "01682441122829914": 93, "613856385229155e": 93, "8757458329200745": 93, "8849248290061951": 93, "million": 94, "anime_r": [94, 96], "boundari": [94, 100], "challeng": [94, 100], "clean": [94, 100], "judgment": [94, 100], "intend": [94, 100], "quick": [94, 100, 106], "estim": [94, 100], "basi": [94, 100], "mobilenetv3_large_100_v0_ls0": 94, "caformer_s36_v0_ls0": 94, "7508869767189026": 94, "7034655809402466": 94, "728887677192688": 94, "7404400110244751": 94, "7446154952049255": 94, "7514738440513611": 94, "768704354763031": 94, "8219676613807678": 94, "7267540693283081": 94, "7645740509033203": 94, "7216582894325256": 94, "7615436315536499": 94, "815083920955658": 94, "8321858644485474": 94, "8204999566078186": 94, "820833146572113": 94, "chdir": 94, "doc": 94, "api_doc": 94, "7508870363235474": 94, "11212056130170822": 94, "06781744956970215": 94, "06917501986026764": 94, "7034654021263123": 94, "15903906524181366": 94, "06688199192285538": 94, "07061357796192169": 94, "7288877964019775": 94, "1476859599351883": 94, "060362350195646286": 94, "06306383013725281": 94, "7404399514198303": 94, "10337048768997192": 94, "08087948709726334": 94, "07530999928712845": 94, "055992450565099716": 94, "7446154356002808": 94, "13191790878772736": 94, "06747424602508545": 94, "06458679586648941": 94, "10566363483667374": 94, "07827574014663696": 94, "07079866528511047": 94, "7687042951583862": 94, "09974884241819382": 94, "06074819341301918": 94, "050435908138751984": 94, "8219675421714783": 94, "0593985915184021": 94, "06819795072078705": 94, "06569571048021317": 94, "1177448257803917": 94, "726753830909729": 94, "08980562537908554": 94, "06481882929801941": 94, "06922297924757004": 94, "10138414055109024": 94, "06351721286773682": 94, "07683827728033066": 94, "13798624277114868": 94, "05942752957344055": 94, "10584963858127594": 94, "7615437507629395": 94, "07317910343408585": 94, "060196295380592346": 94, "06751583516597748": 94, "0572039857506752": 94, "05398125201463699": 94, "06124086305499077": 94, "0525919646024704": 94, "8321859240531921": 94, "05922013148665428": 94, "06274889409542084": 94, "057530902326107025": 94, "8205001354217529": 94, "05683052912354469": 94, "06635929644107819": 94, "05597696080803871": 94, "8208332657814026": 94, "non_furri": 95, "mobilenetv3_v0": 95, "1_dist": 95, "9898804426193237": 95, "010119626298546791": 95, "9677742123603821": 95, "032225821167230606": 95, "959551215171814": 95, "040448784828186035": 95, "9535530209541321": 95, "04644693806767464": 95, "04358793422579765": 95, "9564120769500732": 95, "02767963521182537": 95, "9723203182220459": 95, "028900373727083206": 95, "9710996150970459": 95, "037573859095573425": 95, "9624261260032654": 95, "aicheck": [96, 106], "get_ai_created_scor": 96, "is_ai_cr": 96, "bangumi_char": [96, 106], "anime_bangumi_char_scor": 96, "anime_bangumi_char": 96, "anime_classify_scor": 96, "anime_classifi": 96, "is_greyscal": 96, "anime_completeness_scor": 96, "anime_complet": 96, "dbrate": [96, 106], "anime_dbrating_scor": 96, "anime_dbr": 96, "furri": [96, 106], "anime_furry_scor": 96, "anime_furri": 96, "get_monochrome_scor": 96, "is_monochrom": 96, "nsfw_pred_scor": 96, "nsfw_pred": 96, "portrait": [96, 106], "anime_portrait_scor": 96, "anime_rating_scor": 96, "anime_real_scor": 96, "safe_check_scor": 96, "safe_check": 96, "style_ag": [96, 106], "anime_style_age_scor": 96, "anime_style_ag": 96, "teen": [96, 106], "anime_teen_scor": 96, "anime_teen": 96, "is_truncated_fil": 96, "screen": 97, "row": 97, "bottom": 97, "grayscal": 97, "monochrome_detect": 97, "mobilenetv3_large_100_dist_safe2": 97, "mobilenetv3_dist": 97, "caformer_s36": 97, "mono": 97, "9614395499229431": 97, "9458909034729004": 97, "9559807777404785": 97, "9651952981948853": 97, "9379720687866211": 97, "8814834356307983": 97, "03941023349761963": 97, "07492382079362869": 97, "09546589106321335": 97, "016521310433745384": 97, "005693843588232994": 97, "0315730981528759": 97, "Not": 98, "five": 98, "hentai": 98, "neutral": 98, "porn": 98, "sexi": 98, "infinit": 98, "nsfwj": 98, "tfj": 98, "mobil": 98, "9970946311950684": 98, "00198739324696362": 98, "000894528697244823": 98, "4315058251668233e": 98, "099447197513655e": 98, "9282580614089966": 98, "061733175069093704": 98, "008979619480669498": 98, "0007789491210132837": 98, "0002501663693692535": 98, "7945129871368408": 98, "2044062316417694": 98, "0005603990866802633": 98, "0004847997915931046": 98, "564094367902726e": 98, "7977773547172546": 98, "01352313905954361": 98, "18791256844997406": 98, "0004888656549155712": 98, "00029804420773871243": 98, "04498734697699547": 98, "9509441256523132": 98, "4087972633424215e": 98, "003999904729425907": 98, "4542059185914695e": 98, "002892113756388426": 98, "982390284538269": 98, "02520776737947e": 98, "014633022248744965": 98, "858086610212922e": 98, "002532319398596883": 98, "9887337684631348": 98, "231979568838142e": 98, "008699454367160797": 98, "8187158022774383e": 98, "03564726561307907": 98, "954788088798523": 98, "343036850215867e": 98, "009289607405662537": 98, "00020158555707894266": 98, "006372362840920687": 98, "006019102409482002": 98, "9694945812225342": 98, "015214097686111927": 98, "002899901708588004": 98, "0004039364866912365": 98, "00012730166781693697": 98, "987038791179657": 98, "007135333959013224": 98, "005294707603752613": 98, "06964848190546036": 98, "0014777459437027574": 98, "9276643395423889": 98, "0003031621454283595": 98, "0009063396137207747": 98, "00028707628371194005": 98, "00010888021643040702": 98, "9992460012435913": 98, "00015473493840545416": 98, "0002033217460848391": 98, "563037691696081e": 98, "008058490231633186": 98, "00044566826545633376": 98, "937960684299469": 98, "05353058874607086": 98, "364063445587817e": 98, "00562260951846838": 98, "00012077406427124515": 98, "9897090792655945": 98, "004547217860817909": 98, "564737981942017e": 98, "016690678894519806": 98, "001258736359886825": 98, "9766013622283936": 98, "005440687295049429": 98, "4481674952548929e": 98, "01861923187971115": 98, "0008914825739338994": 98, "9674761295318604": 98, "012998746708035469": 98, "691116141155362e": 98, "0007601747056469321": 98, "0005019629606977105": 98, "039504989981651306": 98, "9591660499572754": 98, "0001652583305258304": 98, "0002614929690025747": 98, "020374108105897903": 98, "029394468292593956": 98, "9498046040534973": 98, "00016299057460855693": 98, "004782819654792547": 98, "002861740067601204": 98, "12280157208442688": 98, "8693908452987671": 98, "0001731760276015848": 98, "304211274255067e": 98, "03286275267601013": 98, "010648751631379128": 98, "9562522172927856": 98, "999900221824646": 99, "645313209854066e": 99, "3387104445428122e": 99, "9999704360961914": 99, "4465465685352683e": 99, "071506166132167e": 99, "9999785423278809": 99, "512719154561637e": 99, "292278612818336e": 99, "919455750496127e": 99, "9999444484710693": 99, "3647335082350764e": 99, "0555699191172607e": 99, "9999880790710449": 99, "3210242286731955e": 99, "7451418898417614e": 99, "9999822378158569": 99, "2084267331811134e": 99, "7460413321023225e": 99, "1532473820352607e": 99, "9999996423721313": 99, "0316136922483565e": 99, "840229633236049e": 99, "9999998807907104": [99, 100], "736660568800289e": 99, "199210472208506e": 99, "9999992847442627": 99, "r15": 100, "r18": 100, "sankaku": 100, "mobilenetv3_v1_pruned_ls0": 100, "caformer_s36_plu": [100, 104], "5863172936624323e": 100, "480062353375615e": 100, "9924363493919373": 100, "007255776319652796": 100, "0003077814180869609": 100, "996969997882843": 100, "0030054834205657244": 100, "4601260520284995e": 100, "9966891407966614": 100, "003293127752840519": 100, "770909148035571e": 100, "00025384966284036636": 100, "9996721744537354": 100, "399192691082135e": 100, "973351603141055e": 100, "9998563528060913": 100, "391309580067173e": 100, "0018681309884414077": 100, "9827859997749329": 100, "015345841646194458": 100, "013710384257137775": 100, "8339558839797974": 100, "15233369171619415": 100, "951323833462084e": 100, "00029566374723799527": 100, "9997004270553589": 100, "00018434497178532183": 100, "568440272123553e": 100, "9997699856758118": 100, "11225129129889e": 100, "051862899563275e": 100, "9999485015869141": 100, "902020231791539e": 100, "0005639699520543218": 100, "9994290471076965": 100, "anime_real_cl": 101, "4_dist": 101, "9999716281890869": 101, "8398366339388303e": 101, "9992202520370483": 101, "0007797438884153962": 101, "9999709129333496": 101, "905452492996119e": 101, "9999765157699585": 101, "3499671442550607e": 101, "9994087219238281": 101, "0005913018831051886": 101, "9999759197235107": 101, "4061362637439743e": 101, "9999052286148071": 101, "475799015490338e": 101, "403173675702419e": 101, "5848207794988411e": 101, "0010207017185166478": 101, "9989792704582214": 101, "2124368115328252e": 101, "9999977350234985": 101, "6512358342879452e": 101, "9999834299087524": 101, "359853614412714e": 101, "9999936819076538": 101, "600314317329321e": 101, "9999840259552002": 101, "5589323083986528e": 101, "9999843835830688": 101, "5513256585109048e": 101, "9999845027923584": 101, "pollut": 102, "shit": 102, "checker": 102, "mobilenet": 102, "v2": 102, "max_batch_s": 102, "1970": 103, "1980": 103, "1990": 103, "2000": 103, "2010": 103, "2015": 103, "2020": 103, "ag": 103, "9805465340614319": 103, "761269782553427e": 103, "0005044879508204758": 103, "01569165475666523": 103, "002850610064342618": 103, "00037849770160391927": 103, "9434612113400362e": 103, "053497342392802e": 103, "9992554783821106": 103, "0006490182713605464": 103, "8857468805654207e": 103, "317252262353577e": 103, "314484721769986e": 103, "0750001138148946e": 103, "706833609205205e": 103, "00034479793976061046": 103, "9995512366294861": 103, "391363472677767e": 103, "4607510820496827e": 103, "0679690351244062e": 103, "661913514311891e": 103, "757471131393686e": 103, "0744897230761126e": 103, "76177470368566e": 103, "9996387958526611": 103, "160279296338558e": 103, "00013228354509919882": 103, "1361367038916796e": 103, "464057489414699e": 103, "2412899599876255e": 103, "703883653040975e": 103, "127358498517424e": 103, "9973921775817871": 103, "0022309015039354563": 103, "00018872201326303184": 103, "780902943617548e": 103, "422096920578042e": 103, "638929097680375e": 103, "152203023797483e": 103, "00028818511054851115": 103, "9996094107627869": 103, "58777353237383e": 103, "9200742826797068e": 103, "00017117452807724476": 103, "518441947875544e": 103, "885544381570071e": 103, "4389253010449465e": 103, "1696006772108376e": 103, "9996393918991089": 103, "contenti": 104, "safe_teen": 104, "non_teen": 104, "caformer_s36_v0": 104, "9998493194580078": 104, "0378791052498855e": 104, "00012023092131130397": 104, "9790042638778687": 104, "0017522255657240748": 104, "01924353837966919": 104, "9998124241828918": 104, "19778298237361e": 104, "0001456339523429051": 104, "0008521362324245274": 104, "9989691972732544": 104, "00017870066221803427": 104, "0992944781901315e": 104, "9994398951530457": 104, "0004991036257706583": 104, "2035720727872103e": 104, "9994019269943237": 104, "0005460577667690814": 104, "0478151529678144e": 104, "524079147609882e": 104, "999934196472168": 104, "786742884898558e": 104, "653994154883549e": 104, "9998156428337097": 104, "0001218809193233028": 104, "00013706681784242392": 104, "9997410178184509": 104, "jpeg_trunc": 105, "2216614_truncat": 105, "imagefil": 105, "load_truncated_imag": 105, "ascii": 106, "metric": 106, "list_det_model": 106, "list_rec_model": 106, "sd": 106, "tag": 106, "platform": [107, 108], "shutil": [107, 108], "cpuinfo": [107, 108], "psutil": [107, 108], "hbutil": [107, 108], "size_to_bytes_str": [107, 108], "python_implement": [107, 108], "python_vers": [107, 108], "brand": [107, 108], "get_cpu_info": [107, 108], "brand_raw": [107, 108], "cpu_count": [107, 108], "freq": [107, 108], "cpu_freq": [107, 108], "mhz": [107, 108], "virtual_memori": [107, 108], "precis": [107, 108], "ye": [107, 108], "nvidia": [107, 108], "smi": [107, 108], "1021": [107, 108], "azur": [107, 108], "x86_64": [107, 108], "glibc2": [107, 108], "cpython": [107, 108], "amd": [107, 108], "epyc": [107, 108], "7763": [107, 108], "3185": 107, "615": [107, 108], "gib": [107, 108], "deploi": [107, 108], "action": [107, 108], "3229": 108, "0237500000003": 108, "imgutil": 109, "pypi": 109, "simpli": 109, "newest": 109, "git": 109, "script": 109, "__name__": 109, "__main__": 109, "narugo1992": 109, "still": 109, "out": 109, "io": 109, "html": 109, "faq": 110}, "objects": {"imgutils": [[1, 0, 0, "-", "ascii"], [2, 0, 0, "-", "config"], [9, 0, 0, "-", "data"], [19, 0, 0, "-", "detect"], [26, 0, 0, "-", "edge"], [32, 0, 0, "-", "generic"], [36, 0, 0, "-", "metadata"], [41, 0, 0, "-", "metrics"], [45, 0, 0, "-", "ocr"], [49, 0, 0, "-", "operate"], [53, 0, 0, "-", "pose"], [56, 0, 0, "-", "preprocess"], [61, 0, 0, "-", "resource"], [63, 0, 0, "-", "restore"], [66, 0, 0, "-", "sd"], [70, 0, 0, "-", "segment"], [77, 0, 0, "-", "tagging"], [84, 0, 0, "-", "upscale"], [87, 0, 0, "-", "utils"], [96, 0, 0, "-", "validate"]], "imgutils.ascii": [[0, 0, 0, "-", "drawing"]], "imgutils.ascii.drawing": [[0, 1, 1, "", "ascii_drawing"]], "imgutils.config": [[3, 0, 0, "-", "meta"]], "imgutils.config.meta": [[3, 2, 1, "", "__AUTHOR_EMAIL__"], [3, 2, 1, "", "__AUTHOR__"], [3, 2, 1, "", "__DESCRIPTION__"], [3, 2, 1, "", "__TITLE__"], [3, 2, 1, "", "__VERSION__"]], "imgutils.data": [[4, 0, 0, "-", "background"], [5, 0, 0, "-", "blob"], [6, 0, 0, "-", "decode"], [7, 0, 0, "-", "encode"], [8, 0, 0, "-", "image"], [10, 0, 0, "-", "layer"], [11, 0, 0, "-", "url"]], "imgutils.data.background": [[4, 1, 1, "", "grid_background"], [4, 1, 1, "", "grid_transparent"]], "imgutils.data.blob": [[5, 1, 1, "", "is_valid_image_blob_url"], [5, 1, 1, "", "load_image_from_blob_url"], [5, 1, 1, "", "to_blob_url"]], "imgutils.data.decode": [[6, 1, 1, "", "rgb_decode"]], "imgutils.data.encode": [[7, 1, 1, "", "rgb_encode"]], "imgutils.data.image": [[8, 1, 1, "", "has_alpha_channel"], [8, 1, 1, "", "load_image"], [8, 1, 1, "", "load_images"]], "imgutils.data.layer": [[10, 1, 1, "", "istack"]], "imgutils.data.url": [[11, 1, 1, "", "download_image_from_url"], [11, 1, 1, "", "is_http_url"]], "imgutils.detect": [[12, 0, 0, "-", "booru_yolo"], [13, 0, 0, "-", "censor"], [14, 0, 0, "-", "eye"], [15, 0, 0, "-", "face"], [16, 0, 0, "-", "halfbody"], [17, 0, 0, "-", "hand"], [18, 0, 0, "-", "head"], [20, 0, 0, "-", "nudenet"], [21, 0, 0, "-", "person"], [22, 0, 0, "-", "similarity"], [23, 0, 0, "-", "text"], [24, 0, 0, "-", "visual"]], "imgutils.detect.booru_yolo": [[12, 1, 1, "", "detect_with_booru_yolo"]], "imgutils.detect.censor": [[13, 1, 1, "", "detect_censors"]], "imgutils.detect.eye": [[14, 1, 1, "", "detect_eyes"]], "imgutils.detect.face": [[15, 1, 1, "", "detect_faces"]], "imgutils.detect.halfbody": [[16, 1, 1, "", "detect_halfbody"]], "imgutils.detect.hand": [[17, 1, 1, "", "detect_hands"]], "imgutils.detect.head": [[18, 1, 1, "", "detect_heads"]], "imgutils.detect.nudenet": [[20, 1, 1, "", "detect_with_nudenet"]], "imgutils.detect.person": [[21, 1, 1, "", "detect_person"]], "imgutils.detect.similarity": [[22, 1, 1, "", "bboxes_similarity"], [22, 1, 1, "", "calculate_iou"], [22, 1, 1, "", "detection_similarity"]], "imgutils.detect.text": [[23, 1, 1, "", "detect_text"]], "imgutils.detect.visual": [[24, 1, 1, "", "detection_visualize"]], "imgutils.edge": [[25, 0, 0, "-", "canny"], [27, 0, 0, "-", "lineart"], [28, 0, 0, "-", "lineart_anime"]], "imgutils.edge.canny": [[25, 1, 1, "", "edge_image_with_canny"], [25, 1, 1, "", "get_edge_by_canny"]], "imgutils.edge.lineart": [[27, 1, 1, "", "edge_image_with_lineart"], [27, 1, 1, "", "get_edge_by_lineart"]], "imgutils.edge.lineart_anime": [[28, 1, 1, "", "edge_image_with_lineart_anime"], [28, 1, 1, "", "get_edge_by_lineart_anime"]], "imgutils.generic": [[29, 0, 0, "-", "classify"], [30, 0, 0, "-", "clip"], [31, 0, 0, "-", "enhance"], [33, 0, 0, "-", "siglip"], [34, 0, 0, "-", "yolo"]], "imgutils.generic.classify": [[29, 3, 1, "", "ClassifyModel"], [29, 1, 1, "", "classify_predict"], [29, 1, 1, "", "classify_predict_fmt"], [29, 1, 1, "", "classify_predict_score"]], "imgutils.generic.classify.ClassifyModel": [[29, 4, 1, "", "__init__"], [29, 4, 1, "", "clear"], [29, 4, 1, "", "launch_demo"], [29, 4, 1, "", "make_ui"], [29, 4, 1, "", "predict"], [29, 4, 1, "", "predict_fmt"], [29, 4, 1, "", "predict_score"]], "imgutils.generic.clip": [[30, 3, 1, "", "CLIPModel"], [30, 1, 1, "", "clip_image_encode"], [30, 1, 1, "", "clip_predict"], [30, 1, 1, "", "clip_text_encode"]], "imgutils.generic.clip.CLIPModel": [[30, 4, 1, "", "__init__"], [30, 4, 1, "", "clear"], [30, 4, 1, "", "image_encode"], [30, 4, 1, "", "launch_demo"], [30, 4, 1, "", "make_ui"], [30, 4, 1, "", "predict"], [30, 4, 1, "", "text_encode"]], "imgutils.generic.enhance": [[31, 3, 1, "", "ImageEnhancer"]], "imgutils.generic.enhance.ImageEnhancer": [[31, 4, 1, "", "__init__"], [31, 4, 1, "", "process"]], "imgutils.generic.siglip": [[33, 3, 1, "", "SigLIPModel"], [33, 1, 1, "", "siglip_image_encode"], [33, 1, 1, "", "siglip_predict"], [33, 1, 1, "", "siglip_text_encode"]], "imgutils.generic.siglip.SigLIPModel": [[33, 4, 1, "", "__init__"], [33, 4, 1, "", "clear"], [33, 4, 1, "", "image_encode"], [33, 4, 1, "", "launch_demo"], [33, 4, 1, "", "make_ui"], [33, 4, 1, "", "predict"], [33, 4, 1, "", "text_encode"]], "imgutils.generic.yolo": [[34, 3, 1, "", "YOLOModel"], [34, 1, 1, "", "yolo_predict"]], "imgutils.generic.yolo.YOLOModel": [[34, 4, 1, "", "__init__"], [34, 4, 1, "", "clear"], [34, 4, 1, "", "launch_demo"], [34, 4, 1, "", "make_ui"], [34, 4, 1, "", "predict"]], "imgutils.metadata": [[35, 0, 0, "-", "geninfo"], [37, 0, 0, "-", "lsb"]], "imgutils.metadata.geninfo": [[35, 1, 1, "", "read_geninfo_exif"], [35, 1, 1, "", "read_geninfo_gif"], [35, 1, 1, "", "read_geninfo_parameters"], [35, 1, 1, "", "write_geninfo_exif"], [35, 1, 1, "", "write_geninfo_gif"], [35, 1, 1, "", "write_geninfo_parameters"]], "imgutils.metadata.lsb": [[37, 3, 1, "", "ImageLsbDataExtractor"], [37, 3, 1, "", "LSBExtractor"], [37, 3, 1, "", "LSBReadError"], [37, 1, 1, "", "inject_data"], [37, 1, 1, "", "read_lsb_metadata"], [37, 1, 1, "", "read_lsb_raw_bytes"], [37, 1, 1, "", "serialize_json"], [37, 1, 1, "", "serialize_pnginfo"], [37, 1, 1, "", "write_lsb_metadata"], [37, 1, 1, "", "write_lsb_raw_bytes"]], "imgutils.metadata.lsb.ImageLsbDataExtractor": [[37, 4, 1, "", "__init__"], [37, 4, 1, "", "extract_data"]], "imgutils.metadata.lsb.LSBExtractor": [[37, 4, 1, "", "__init__"], [37, 4, 1, "", "get_next_n_bytes"], [37, 4, 1, "", "get_one_byte"], [37, 4, 1, "", "read_32bit_integer"]], "imgutils.metrics": [[38, 0, 0, "-", "aesthetic"], [39, 0, 0, "-", "ccip"], [40, 0, 0, "-", "dbaesthetic"], [42, 0, 0, "-", "laplacian"], [43, 0, 0, "-", "lpips"], [44, 0, 0, "-", "psnr_"]], "imgutils.metrics.aesthetic": [[38, 1, 1, "", "get_aesthetic_score"]], "imgutils.metrics.ccip": [[39, 1, 1, "", "ccip_batch_differences"], [39, 1, 1, "", "ccip_batch_extract_features"], [39, 1, 1, "", "ccip_batch_same"], [39, 1, 1, "", "ccip_clustering"], [39, 1, 1, "", "ccip_default_clustering_params"], [39, 1, 1, "", "ccip_default_threshold"], [39, 1, 1, "", "ccip_difference"], [39, 1, 1, "", "ccip_extract_feature"], [39, 1, 1, "", "ccip_merge"], [39, 1, 1, "", "ccip_same"]], "imgutils.metrics.dbaesthetic": [[40, 1, 1, "", "anime_dbaesthetic"]], "imgutils.metrics.laplacian": [[42, 1, 1, "", "laplacian_score"]], "imgutils.metrics.lpips": [[43, 1, 1, "", "lpips_clustering"], [43, 1, 1, "", "lpips_difference"], [43, 1, 1, "", "lpips_extract_feature"]], "imgutils.metrics.psnr_": [[44, 1, 1, "", "psnr"]], "imgutils.ocr": [[45, 1, 1, "", "detect_text_with_ocr"], [45, 1, 1, "", "list_det_models"], [45, 1, 1, "", "list_rec_models"], [45, 1, 1, "", "ocr"]], "imgutils.operate": [[46, 0, 0, "-", "align"], [47, 0, 0, "-", "censor_"], [48, 0, 0, "-", "imgcensor"], [50, 0, 0, "-", "squeeze"]], "imgutils.operate.align": [[46, 1, 1, "", "align_maxsize"]], "imgutils.operate.censor_": [[47, 3, 1, "", "BaseCensor"], [47, 3, 1, "", "BlurCensor"], [47, 3, 1, "", "ColorCensor"], [47, 3, 1, "", "PixelateCensor"], [47, 1, 1, "", "censor_areas"], [47, 1, 1, "", "censor_nsfw"], [47, 1, 1, "", "register_censor_method"]], "imgutils.operate.censor_.BaseCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.BlurCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.ColorCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.censor_.PixelateCensor": [[47, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor": [[48, 3, 1, "", "EmojiBasedCensor"], [48, 3, 1, "", "ImageBasedCensor"], [48, 3, 1, "", "SingleImage"]], "imgutils.operate.imgcensor.EmojiBasedCensor": [[48, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor.ImageBasedCensor": [[48, 4, 1, "", "censor_area"]], "imgutils.operate.imgcensor.SingleImage": [[48, 4, 1, "", "__init__"], [48, 4, 1, "", "find_for_area"], [48, 5, 1, "", "height"], [48, 5, 1, "", "width"]], "imgutils.operate.squeeze": [[50, 1, 1, "", "squeeze"], [50, 1, 1, "", "squeeze_with_transparency"]], "imgutils.pose": [[51, 0, 0, "-", "dwpose"], [52, 0, 0, "-", "format"], [54, 0, 0, "-", "visual"]], "imgutils.pose.dwpose": [[51, 1, 1, "", "dwpose_estimate"]], "imgutils.pose.format": [[52, 3, 1, "", "OP18KeyPointSet"], [52, 2, 1, "", "OP18_BODY_MAX"], [52, 2, 1, "", "OP18_BODY_MIN"], [52, 2, 1, "", "OP18_FACE_MAX"], [52, 2, 1, "", "OP18_FACE_MIN"], [52, 2, 1, "", "OP18_LEFT_FOOT_MAX"], [52, 2, 1, "", "OP18_LEFT_FOOT_MIN"], [52, 2, 1, "", "OP18_LEFT_HAND_MAX"], [52, 2, 1, "", "OP18_LEFT_HAND_MIN"], [52, 2, 1, "", "OP18_RIGHT_FOOT_MAX"], [52, 2, 1, "", "OP18_RIGHT_FOOT_MIN"], [52, 2, 1, "", "OP18_RIGHT_HAND_MAX"], [52, 2, 1, "", "OP18_RIGHT_HAND_MIN"], [52, 6, 1, "", "OpenPose18"]], "imgutils.pose.format.OP18KeyPointSet": [[52, 4, 1, "", "__init__"], [52, 4, 1, "", "__mul__"], [52, 4, 1, "", "__truediv__"], [52, 5, 1, "", "body"], [52, 5, 1, "", "face"], [52, 5, 1, "", "left_foot"], [52, 5, 1, "", "left_hand"], [52, 5, 1, "", "right_foot"], [52, 5, 1, "", "right_hand"]], "imgutils.pose.format.OpenPose18": [[52, 7, 1, "", "LEFT_ANKLE"], [52, 7, 1, "", "LEFT_BIG_TOE"], [52, 7, 1, "", "LEFT_EAR"], [52, 7, 1, "", "LEFT_ELBOW"], [52, 7, 1, "", "LEFT_EYE"], [52, 7, 1, "", "LEFT_HEEL"], [52, 7, 1, "", "LEFT_HIP"], [52, 7, 1, "", "LEFT_KNEE"], [52, 7, 1, "", "LEFT_SHOULDER"], [52, 7, 1, "", "LEFT_SMALL_TOE"], [52, 7, 1, "", "LEFT_WRIST"], [52, 7, 1, "", "NECK"], [52, 7, 1, "", "NOSE"], [52, 7, 1, "", "RIGHT_ANKLE"], [52, 7, 1, "", "RIGHT_BIG_TOE"], [52, 7, 1, "", "RIGHT_EAR"], [52, 7, 1, "", "RIGHT_ELBOW"], [52, 7, 1, "", "RIGHT_EYE"], [52, 7, 1, "", "RIGHT_HEEL"], [52, 7, 1, "", "RIGHT_HIP"], [52, 7, 1, "", "RIGHT_KNEE"], [52, 7, 1, "", "RIGHT_SHOULDER"], [52, 7, 1, "", "RIGHT_SMALL_TOE"], [52, 7, 1, "", "RIGHT_WRIST"]], "imgutils.pose.visual": [[54, 1, 1, "", "op18_visualize"]], "imgutils.preprocess": [[55, 0, 0, "-", "base"], [57, 0, 0, "-", "pillow"], [58, 0, 0, "-", "torchvision"], [59, 0, 0, "-", "transformers"]], "imgutils.preprocess.base": [[55, 3, 1, "", "NotParseTarget"]], "imgutils.preprocess.pillow": [[57, 1, 1, "", "create_pillow_transforms"], [57, 1, 1, "", "parse_pillow_transforms"], [57, 1, 1, "", "register_pillow_parse"], [57, 1, 1, "", "register_pillow_transform"]], "imgutils.preprocess.torchvision": [[58, 1, 1, "", "create_torchvision_transforms"], [58, 1, 1, "", "parse_torchvision_transforms"], [58, 1, 1, "", "register_torchvision_parse"], [58, 1, 1, "", "register_torchvision_transform"]], "imgutils.preprocess.transformers": [[59, 3, 1, "", "NotProcessorTypeError"], [59, 1, 1, "", "convert_to_size_dict"], [59, 1, 1, "", "create_bit_transforms"], [59, 1, 1, "", "create_blip_transforms"], [59, 1, 1, "", "create_clip_transforms"], [59, 1, 1, "", "create_convnext_transforms"], [59, 1, 1, "", "create_mobilenetv2_transforms"], [59, 1, 1, "", "create_siglip_transforms"], [59, 1, 1, "", "create_transforms_from_bit_processor"], [59, 1, 1, "", "create_transforms_from_blip_processor"], [59, 1, 1, "", "create_transforms_from_clip_processor"], [59, 1, 1, "", "create_transforms_from_convnext_processor"], [59, 1, 1, "", "create_transforms_from_mobilenetv2_processor"], [59, 1, 1, "", "create_transforms_from_siglip_processor"], [59, 1, 1, "", "create_transforms_from_transformers"], [59, 1, 1, "", "create_transforms_from_vit_processor"], [59, 1, 1, "", "create_vit_transforms"], [59, 1, 1, "", "get_size_dict"], [59, 1, 1, "", "is_valid_size_dict"], [59, 1, 1, "", "register_creators_for_transformers"]], "imgutils.resource": [[60, 0, 0, "-", "background"]], "imgutils.resource.background": [[60, 3, 1, "", "BackgroundImageSet"], [60, 1, 1, "", "get_bg_image"], [60, 1, 1, "", "get_bg_image_file"], [60, 1, 1, "", "list_bg_image_files"], [60, 1, 1, "", "random_bg_image"], [60, 1, 1, "", "random_bg_image_file"]], "imgutils.resource.background.BackgroundImageSet": [[60, 4, 1, "", "__init__"], [60, 4, 1, "", "get_image"], [60, 4, 1, "", "get_image_file"], [60, 4, 1, "", "list_image_files"], [60, 4, 1, "", "random_image"], [60, 4, 1, "", "random_image_file"]], "imgutils.restore": [[62, 0, 0, "-", "adversarial"], [64, 0, 0, "-", "nafnet"], [65, 0, 0, "-", "scunet"]], "imgutils.restore.adversarial": [[62, 1, 1, "", "remove_adversarial_noise"]], "imgutils.restore.nafnet": [[64, 1, 1, "", "restore_with_nafnet"]], "imgutils.restore.scunet": [[65, 1, 1, "", "restore_with_scunet"]], "imgutils.sd": [[67, 0, 0, "-", "metadata"], [68, 0, 0, "-", "model"], [69, 0, 0, "-", "nai"]], "imgutils.sd.metadata": [[67, 3, 1, "", "SDMetaData"], [67, 1, 1, "", "get_sdmeta_from_image"], [67, 1, 1, "", "parse_sdmeta_from_text"], [67, 1, 1, "", "save_image_with_sdmeta"]], "imgutils.sd.metadata.SDMetaData": [[67, 4, 1, "", "__str__"], [67, 5, 1, "", "pnginfo"], [67, 5, 1, "", "text"]], "imgutils.sd.model": [[68, 1, 1, "", "read_metadata"], [68, 1, 1, "", "save_with_metadata"]], "imgutils.sd.nai": [[69, 3, 1, "", "NAIMetaData"], [69, 3, 1, "", "NAIMetadata"], [69, 1, 1, "", "add_naimeta_to_image"], [69, 1, 1, "", "get_naimeta_from_image"], [69, 1, 1, "", "save_image_with_naimeta"]], "imgutils.sd.nai.NAIMetaData": [[69, 4, 1, "", "__init__"], [69, 5, 1, "", "pnginfo"]], "imgutils.segment": [[71, 0, 0, "-", "isnetis"]], "imgutils.segment.isnetis": [[71, 1, 1, "", "get_isnetis_mask"], [71, 1, 1, "", "segment_rgba_with_isnetis"], [71, 1, 1, "", "segment_with_isnetis"]], "imgutils.tagging": [[72, 0, 0, "-", "blacklist"], [73, 0, 0, "-", "character"], [74, 0, 0, "-", "deepdanbooru"], [75, 0, 0, "-", "deepgelbooru"], [76, 0, 0, "-", "format"], [78, 0, 0, "-", "match"], [79, 0, 0, "-", "mldanbooru"], [80, 0, 0, "-", "order"], [81, 0, 0, "-", "overlap"], [82, 0, 0, "-", "wd14"]], "imgutils.tagging.blacklist": [[72, 1, 1, "", "drop_blacklisted_tags"], [72, 1, 1, "", "is_blacklisted"]], "imgutils.tagging.character": [[73, 2, 1, "", "CHAR_PREFIXES"], [73, 2, 1, "", "CHAR_SUFFIXES"], [73, 2, 1, "", "CHAR_WHITELIST_PREFIX"], [73, 2, 1, "", "CHAR_WHITELIST_SUFFIX"], [73, 2, 1, "", "CHAR_WHITELIST_WORD"], [73, 3, 1, "", "CharacterTagPool"], [73, 1, 1, "", "drop_basic_character_tags"], [73, 1, 1, "", "is_basic_character_tag"]], "imgutils.tagging.character.CharacterTagPool": [[73, 4, 1, "", "__init__"], [73, 4, 1, "", "drop_basic_character_tags"], [73, 4, 1, "", "is_basic_character_tag"]], "imgutils.tagging.deepdanbooru": [[74, 1, 1, "", "get_deepdanbooru_tags"]], "imgutils.tagging.deepgelbooru": [[75, 1, 1, "", "get_deepgelbooru_tags"]], "imgutils.tagging.format": [[76, 1, 1, "", "add_underline"], [76, 1, 1, "", "remove_underline"], [76, 1, 1, "", "tags_to_text"]], "imgutils.tagging.match": [[78, 1, 1, "", "tag_match_full"], [78, 1, 1, "", "tag_match_prefix"], [78, 1, 1, "", "tag_match_suffix"]], "imgutils.tagging.mldanbooru": [[79, 1, 1, "", "get_mldanbooru_tags"]], "imgutils.tagging.order": [[80, 1, 1, "", "sort_tags"]], "imgutils.tagging.overlap": [[81, 1, 1, "", "drop_overlap_tags"]], "imgutils.tagging.wd14": [[82, 1, 1, "", "convert_wd14_emb_to_prediction"], [82, 1, 1, "", "denormalize_wd14_emb"], [82, 1, 1, "", "get_wd14_tags"]], "imgutils.upscale": [[83, 0, 0, "-", "cdc"]], "imgutils.upscale.cdc": [[83, 1, 1, "", "upscale_with_cdc"]], "imgutils.utils": [[85, 0, 0, "-", "cache"], [86, 0, 0, "-", "func"], [88, 0, 0, "-", "onnxruntime"]], "imgutils.utils.cache": [[85, 1, 1, "", "ts_lru_cache"]], "imgutils.utils.func": [[86, 1, 1, "", "sigmoid"]], "imgutils.utils.onnxruntime": [[88, 1, 1, "", "get_onnx_provider"], [88, 1, 1, "", "open_onnx_model"]], "imgutils.validate": [[89, 0, 0, "-", "aicheck"], [90, 0, 0, "-", "bangumi_char"], [91, 0, 0, "-", "classify"], [92, 0, 0, "-", "color"], [93, 0, 0, "-", "completeness"], [94, 0, 0, "-", "dbrating"], [95, 0, 0, "-", "furry"], [97, 0, 0, "-", "monochrome"], [98, 0, 0, "-", "nsfw"], [99, 0, 0, "-", "portrait"], [100, 0, 0, "-", "rating"], [101, 0, 0, "-", "real"], [102, 0, 0, "-", "safe"], [103, 0, 0, "-", "style_age"], [104, 0, 0, "-", "teen"], [105, 0, 0, "-", "truncate"]], "imgutils.validate.aicheck": [[89, 1, 1, "", "get_ai_created_score"], [89, 1, 1, "", "is_ai_created"]], "imgutils.validate.bangumi_char": [[90, 1, 1, "", "anime_bangumi_char"], [90, 1, 1, "", "anime_bangumi_char_score"]], "imgutils.validate.classify": [[91, 1, 1, "", "anime_classify"], [91, 1, 1, "", "anime_classify_score"]], "imgutils.validate.color": [[92, 1, 1, "", "is_greyscale"]], "imgutils.validate.completeness": [[93, 1, 1, "", "anime_completeness"], [93, 1, 1, "", "anime_completeness_score"]], "imgutils.validate.dbrating": [[94, 1, 1, "", "anime_dbrating"], [94, 1, 1, "", "anime_dbrating_score"]], "imgutils.validate.furry": [[95, 1, 1, "", "anime_furry"], [95, 1, 1, "", "anime_furry_score"]], "imgutils.validate.monochrome": [[97, 1, 1, "", "get_monochrome_score"], [97, 1, 1, "", "is_monochrome"]], "imgutils.validate.nsfw": [[98, 1, 1, "", "nsfw_pred"], [98, 1, 1, "", "nsfw_pred_score"]], "imgutils.validate.portrait": [[99, 1, 1, "", "anime_portrait"], [99, 1, 1, "", "anime_portrait_score"]], "imgutils.validate.rating": [[100, 1, 1, "", "anime_rating"], [100, 1, 1, "", "anime_rating_score"]], "imgutils.validate.real": [[101, 1, 1, "", "anime_real"], [101, 1, 1, "", "anime_real_score"]], "imgutils.validate.safe": [[102, 1, 1, "", "safe_check"], [102, 1, 1, "", "safe_check_score"]], "imgutils.validate.style_age": [[103, 1, 1, "", "anime_style_age"], [103, 1, 1, "", "anime_style_age_score"]], "imgutils.validate.teen": [[104, 1, 1, "", "anime_teen"], [104, 1, 1, "", "anime_teen_score"]], "imgutils.validate.truncate": [[105, 1, 1, "", "is_truncated_file"]]}, "objtypes": {"0": "py:module", "1": "py:function", "2": "py:data", "3": "py:class", "4": "py:method", "5": "py:property", "6": "py:enum", "7": "py:attribute"}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "function", "Python function"], "2": ["py", "data", "Python data"], "3": ["py", "class", "Python class"], "4": ["py", "method", "Python method"], "5": ["py", "property", "Python property"], "6": ["py", "enum", "Python enum"], "7": ["py", "attribute", "Python attribute"]}, "titleterms": {"imgutil": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106], "ascii": [0, 1], "draw": 0, "ascii_draw": 0, "config": [2, 3], "meta": 3, "__title__": 3, "__version__": 3, "__description__": 3, "__author__": 3, "__author_email__": 3, "data": [4, 5, 6, 7, 8, 9, 10, 11], "background": [4, 60], "grid_background": 4, "grid_transpar": 4, "blob": 5, "to_blob_url": 5, "load_image_from_blob_url": 5, "is_valid_image_blob_url": 5, "decod": 6, "rgb_decod": 6, "encod": 7, "rgb_encod": 7, "imag": 8, "load_imag": 8, "has_alpha_channel": 8, "layer": 10, "istack": 10, "url": 11, "download_image_from_url": 11, "is_http_url": 11, "detect": [12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24], "booru_yolo": 12, "model": [12, 68], "label": 12, "descript": 12, "avail": 12, "pp": 12, "seri": 12, "AS": 12, "aa": 12, "detect_with_booru_yolo": 12, "censor": 13, "detect_censor": 13, "ey": 14, "detect_ey": 14, "face": 15, "detect_fac": 15, "halfbodi": 16, "detect_halfbodi": 16, "hand": 17, "detect_hand": 17, "head": 18, "detect_head": 18, "nudenet": 20, "detect_with_nudenet": 20, "person": 21, "detect_person": 21, "similar": 22, "calculate_i": 22, "bboxes_similar": 22, "detection_similar": 22, "text": 23, "detect_text": 23, "visual": [24, 54], "detection_visu": 24, "edg": [25, 26, 27, 28], "canni": 25, "get_edge_by_canni": 25, "edge_image_with_canni": 25, "lineart": 27, "get_edge_by_lineart": 27, "edge_image_with_lineart": 27, "lineart_anim": 28, "get_edge_by_lineart_anim": 28, "edge_image_with_lineart_anim": 28, "gener": [29, 30, 31, 32, 33, 34], "classifi": [29, 91], "classifymodel": 29, "classify_predict_scor": 29, "classify_predict": 29, "classify_predict_fmt": 29, "clip": 30, "clipmodel": 30, "clip_image_encod": 30, "clip_text_encod": 30, "clip_predict": 30, "enhanc": 31, "imageenhanc": 31, "siglip": 33, "siglipmodel": 33, "siglip_image_encod": 33, "siglip_text_encod": 33, "siglip_predict": 33, "yolo": 34, "yolomodel": 34, "yolo_predict": 34, "metadata": [35, 36, 37, 67], "geninfo": 35, "read_geninfo_paramet": 35, "read_geninfo_exif": 35, "read_geninfo_gif": 35, "write_geninfo_paramet": 35, "write_geninfo_exif": 35, "write_geninfo_gif": 35, "lsb": 37, "read_lsb_raw_byt": 37, "read_lsb_metadata": 37, "write_lsb_raw_byt": 37, "write_lsb_metadata": 37, "lsbreaderror": 37, "lsbextractor": 37, "imagelsbdataextractor": 37, "serialize_pnginfo": 37, "serialize_json": 37, "inject_data": 37, "metric": [38, 39, 40, 41, 42, 43, 44], "aesthet": 38, "get_aesthetic_scor": 38, "ccip": 39, "ccip_extract_featur": 39, "ccip_batch_extract_featur": 39, "ccip_default_threshold": 39, "ccip_differ": 39, "ccip_sam": 39, "ccip_batch_differ": 39, "ccip_batch_sam": 39, "ccip_default_clustering_param": 39, "ccip_clust": 39, "ccip_merg": 39, "dbaesthet": 40, "anime_dbaesthet": 40, "laplacian": 42, "laplacian_scor": 42, "lpip": 43, "lpips_extract_featur": 43, "lpips_differ": 43, "lpips_clust": 43, "psnr_": 44, "psnr": 44, "ocr": 45, "detect_text_with_ocr": 45, "list_det_model": 45, "list_rec_model": 45, "oper": [46, 47, 48, 49, 50], "align": 46, "align_maxs": 46, "censor_": 47, "censor_area": 47, "censor_nsfw": 47, "basecensor": 47, "colorcensor": 47, "blurcensor": 47, "pixelatecensor": 47, "register_censor_method": 47, "imgcensor": 48, "imagebasedcensor": 48, "emojibasedcensor": 48, "singleimag": 48, "squeez": 50, "squeeze_with_transpar": 50, "pose": [51, 52, 53, 54], "dwpose": 51, "dwpose_estim": 51, "format": [52, 76], "op18keypointset": 52, "openpose18": 52, "op18_body_max": 52, "op18_body_min": 52, "op18_face_max": 52, "op18_face_min": 52, "op18_left_foot_max": 52, "op18_left_foot_min": 52, "op18_left_hand_max": 52, "op18_left_hand_min": 52, "op18_right_foot_max": 52, "op18_right_foot_min": 52, "op18_right_hand_max": 52, "op18_right_hand_min": 52, "op18_visu": 54, "preprocess": [55, 56, 57, 58, 59], "base": 55, "notparsetarget": 55, "pillow": 57, "register_pillow_transform": 57, "register_pillow_pars": 57, "create_pillow_transform": 57, "parse_pillow_transform": 57, "torchvis": 58, "register_torchvision_transform": 58, "register_torchvision_pars": 58, "create_torchvision_transform": 58, "parse_torchvision_transform": 58, "transform": 59, "register_creators_for_transform": 59, "notprocessortypeerror": 59, "create_transforms_from_transform": 59, "is_valid_size_dict": 59, "convert_to_size_dict": 59, "get_size_dict": 59, "create_clip_transform": 59, "create_transforms_from_clip_processor": 59, "create_convnext_transform": 59, "create_transforms_from_convnext_processor": 59, "create_vit_transform": 59, "create_transforms_from_vit_processor": 59, "create_siglip_transform": 59, "create_transforms_from_siglip_processor": 59, "create_bit_transform": 59, "create_transforms_from_bit_processor": 59, "create_blip_transform": 59, "create_transforms_from_blip_processor": 59, "create_mobilenetv2_transform": 59, "create_transforms_from_mobilenetv2_processor": 59, "resourc": [60, 61], "backgroundimageset": 60, "list_bg_image_fil": 60, "get_bg_image_fil": 60, "get_bg_imag": 60, "random_bg_image_fil": 60, "random_bg_imag": 60, "restor": [62, 63, 64, 65], "adversari": 62, "remove_adversarial_nois": 62, "nafnet": 64, "restore_with_nafnet": 64, "scunet": 65, "restore_with_scunet": 65, "sd": [66, 67, 68, 69], "sdmetadata": 67, "parse_sdmeta_from_text": 67, "get_sdmeta_from_imag": 67, "save_image_with_sdmeta": 67, "read_metadata": 68, "save_with_metadata": 68, "nai": 69, "naimetadata": 69, "get_naimeta_from_imag": 69, "add_naimeta_to_imag": 69, "save_image_with_naimeta": 69, "segment": [70, 71], "isneti": 71, "get_isnetis_mask": 71, "segment_with_isneti": 71, "segment_rgba_with_isneti": 71, "tag": [72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82], "blacklist": 72, "is_blacklist": 72, "drop_blacklisted_tag": 72, "charact": 73, "char_whitelist_suffix": 73, "char_whitelist_prefix": 73, "char_whitelist_word": 73, "char_suffix": 73, "char_prefix": 73, "charactertagpool": 73, "is_basic_character_tag": 73, "drop_basic_character_tag": 73, "deepdanbooru": 74, "get_deepdanbooru_tag": 74, "deepgelbooru": 75, "get_deepgelbooru_tag": 75, "add_underlin": 76, "remove_underlin": 76, "tags_to_text": 76, "match": 78, "tag_match_suffix": 78, "tag_match_prefix": 78, "tag_match_ful": 78, "mldanbooru": 79, "get_mldanbooru_tag": 79, "order": 80, "sort_tag": 80, "overlap": 81, "drop_overlap_tag": 81, "wd14": 82, "get_wd14_tag": 82, "convert_wd14_emb_to_predict": 82, "denormalize_wd14_emb": 82, "upscal": [83, 84], "cdc": 83, "upscale_with_cdc": 83, "util": [85, 86, 87, 88], "cach": 85, "ts_lru_cach": 85, "func": 86, "sigmoid": 86, "onnxruntim": 88, "get_onnx_provid": 88, "open_onnx_model": 88, "valid": [89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105], "aicheck": 89, "get_ai_created_scor": 89, "is_ai_cr": 89, "bangumi_char": 90, "anime_bangumi_char_scor": 90, "anime_bangumi_char": 90, "anime_classify_scor": 91, "anime_classifi": 91, "color": 92, "is_greyscal": 92, "complet": 93, "anime_completeness_scor": 93, "anime_complet": 93, "dbrate": 94, "anime_dbrating_scor": 94, "anime_dbr": 94, "furri": 95, "anime_furry_scor": 95, "anime_furri": 95, "monochrom": 97, "get_monochrome_scor": 97, "is_monochrom": 97, "nsfw": 98, "nsfw_pred_scor": 98, "nsfw_pred": 98, "portrait": 99, "anime_portrait_scor": 99, "anime_portrait": 99, "rate": 100, "anime_rating_scor": 100, "anime_r": [100, 101], "real": 101, "anime_real_scor": 101, "safe": 102, "safe_check_scor": 102, "safe_check": 102, "style_ag": 103, "anime_style_age_scor": 103, "anime_style_ag": 103, "teen": 104, "anime_teen_scor": 104, "anime_teen": 104, "truncat": 105, "is_truncated_fil": 105, "welcom": 106, "": 106, "document": 106, "overview": 106, "tutori": 106, "inform": [106, 107, 108], "api": 106, "run": [107, 108], "environ": [107, 108], "instal": 109, "quick": 110, "start": 110}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.viewcode": 1, "sphinx.ext.todo": 2, "nbsphinx": 4, "sphinx": 58}, "alltitles": {"imgutils.ascii.drawing": [[0, "module-imgutils.ascii.drawing"]], "ascii_drawing": [[0, "ascii-drawing"]], "imgutils.ascii": [[1, "module-imgutils.ascii"]], "imgutils.config": [[2, "module-imgutils.config"]], "imgutils.config.meta": [[3, "module-imgutils.config.meta"]], "__TITLE__": [[3, "title"]], "__VERSION__": [[3, "version"]], "__DESCRIPTION__": [[3, "description"]], "__AUTHOR__": [[3, "author"]], "__AUTHOR_EMAIL__": [[3, "author-email"]], "imgutils.data.background": [[4, "module-imgutils.data.background"]], "grid_background": [[4, "grid-background"]], "grid_transparent": [[4, "grid-transparent"]], "imgutils.data.blob": [[5, "module-imgutils.data.blob"]], "to_blob_url": [[5, "to-blob-url"]], "load_image_from_blob_url": [[5, "load-image-from-blob-url"]], "is_valid_image_blob_url": [[5, "is-valid-image-blob-url"]], "imgutils.data.decode": [[6, "module-imgutils.data.decode"]], "rgb_decode": [[6, "rgb-decode"]], "imgutils.data.encode": [[7, "module-imgutils.data.encode"]], "rgb_encode": [[7, "rgb-encode"]], "imgutils.data.image": [[8, "module-imgutils.data.image"]], "load_image": [[8, "load-image"]], "load_images": [[8, "load-images"]], "has_alpha_channel": [[8, "has-alpha-channel"]], "imgutils.data": [[9, "module-imgutils.data"]], "imgutils.data.layer": [[10, "module-imgutils.data.layer"]], "istack": [[10, "istack"]], "imgutils.data.url": [[11, "module-imgutils.data.url"]], "download_image_from_url": [[11, "download-image-from-url"]], "is_http_url": [[11, "is-http-url"]], "imgutils.detect.booru_yolo": [[12, "module-imgutils.detect.booru_yolo"]], "Model Labels and Descriptions": [[12, "id1"]], "Available Models (PP Series)": [[12, "id2"]], "Available Models (AS Series)": [[12, "id3"]], "Available Models (AA Series)": [[12, "id4"]], "detect_with_booru_yolo": [[12, "detect-with-booru-yolo"]], "imgutils.detect.censor": [[13, "module-imgutils.detect.censor"]], "detect_censors": [[13, "detect-censors"]], "imgutils.detect.eye": [[14, "module-imgutils.detect.eye"]], "detect_eyes": [[14, "detect-eyes"]], "imgutils.detect.face": [[15, "module-imgutils.detect.face"]], "detect_faces": [[15, "detect-faces"]], "imgutils.detect.halfbody": [[16, "module-imgutils.detect.halfbody"]], "detect_halfbody": [[16, "detect-halfbody"]], "imgutils.detect.hand": [[17, "module-imgutils.detect.hand"]], "detect_hands": [[17, "detect-hands"]], "imgutils.detect.head": [[18, "module-imgutils.detect.head"]], "detect_heads": [[18, "detect-heads"]], "imgutils.detect": [[19, "module-imgutils.detect"]], "imgutils.detect.nudenet": [[20, "module-imgutils.detect.nudenet"]], "detect_with_nudenet": [[20, "detect-with-nudenet"]], "imgutils.detect.person": [[21, "module-imgutils.detect.person"]], "detect_person": [[21, "detect-person"]], "imgutils.detect.similarity": [[22, "module-imgutils.detect.similarity"]], "calculate_iou": [[22, "calculate-iou"]], "bboxes_similarity": [[22, "bboxes-similarity"]], "detection_similarity": [[22, "detection-similarity"]], "imgutils.detect.text": [[23, "module-imgutils.detect.text"]], "detect_text": [[23, "detect-text"]], "imgutils.detect.visual": [[24, "module-imgutils.detect.visual"]], "detection_visualize": [[24, "detection-visualize"]], "imgutils.edge.canny": [[25, "module-imgutils.edge.canny"]], "get_edge_by_canny": [[25, "get-edge-by-canny"]], "edge_image_with_canny": [[25, "edge-image-with-canny"]], "imgutils.edge": [[26, "module-imgutils.edge"]], "imgutils.edge.lineart": [[27, "module-imgutils.edge.lineart"]], "get_edge_by_lineart": [[27, "get-edge-by-lineart"]], "edge_image_with_lineart": [[27, "edge-image-with-lineart"]], "imgutils.edge.lineart_anime": [[28, "module-imgutils.edge.lineart_anime"]], "get_edge_by_lineart_anime": [[28, "get-edge-by-lineart-anime"]], "edge_image_with_lineart_anime": [[28, "edge-image-with-lineart-anime"]], "imgutils.generic.classify": [[29, "module-imgutils.generic.classify"]], "ClassifyModel": [[29, "classifymodel"]], "classify_predict_score": [[29, "classify-predict-score"]], "classify_predict": [[29, "classify-predict"]], "classify_predict_fmt": [[29, "classify-predict-fmt"]], "imgutils.generic.clip": [[30, "module-imgutils.generic.clip"]], "CLIPModel": [[30, "clipmodel"]], "clip_image_encode": [[30, "clip-image-encode"]], "clip_text_encode": [[30, "clip-text-encode"]], "clip_predict": [[30, "clip-predict"]], "imgutils.generic.enhance": [[31, "module-imgutils.generic.enhance"]], "ImageEnhancer": [[31, "imageenhancer"]], "imgutils.generic": [[32, "module-imgutils.generic"]], "imgutils.generic.siglip": [[33, "module-imgutils.generic.siglip"]], "SigLIPModel": [[33, "siglipmodel"]], "siglip_image_encode": [[33, "siglip-image-encode"]], "siglip_text_encode": [[33, "siglip-text-encode"]], "siglip_predict": [[33, "siglip-predict"]], "imgutils.generic.yolo": [[34, "module-imgutils.generic.yolo"]], "YOLOModel": [[34, "yolomodel"]], "yolo_predict": [[34, "yolo-predict"]], "imgutils.metadata.geninfo": [[35, "module-imgutils.metadata.geninfo"]], "read_geninfo_parameters": [[35, "read-geninfo-parameters"]], "read_geninfo_exif": [[35, "read-geninfo-exif"]], "read_geninfo_gif": [[35, "read-geninfo-gif"]], "write_geninfo_parameters": [[35, "write-geninfo-parameters"]], "write_geninfo_exif": [[35, "write-geninfo-exif"]], "write_geninfo_gif": [[35, "write-geninfo-gif"]], "imgutils.metadata": [[36, "module-imgutils.metadata"]], "imgutils.metadata.lsb": [[37, "module-imgutils.metadata.lsb"]], "read_lsb_raw_bytes": [[37, "read-lsb-raw-bytes"]], "read_lsb_metadata": [[37, "read-lsb-metadata"]], "write_lsb_raw_bytes": [[37, "write-lsb-raw-bytes"]], "write_lsb_metadata": [[37, "write-lsb-metadata"]], "LSBReadError": [[37, "lsbreaderror"]], "LSBExtractor": [[37, "lsbextractor"]], "ImageLsbDataExtractor": [[37, "imagelsbdataextractor"]], "serialize_pnginfo": [[37, "serialize-pnginfo"]], "serialize_json": [[37, "serialize-json"]], "inject_data": [[37, "inject-data"]], "imgutils.metrics.aesthetic": [[38, "module-imgutils.metrics.aesthetic"]], "get_aesthetic_score": [[38, "get-aesthetic-score"]], "imgutils.metrics.ccip": [[39, "module-imgutils.metrics.ccip"]], "ccip_extract_feature": [[39, "ccip-extract-feature"]], "ccip_batch_extract_features": [[39, "ccip-batch-extract-features"]], "ccip_default_threshold": [[39, "ccip-default-threshold"]], "ccip_difference": [[39, "ccip-difference"]], "ccip_same": [[39, "ccip-same"]], "ccip_batch_differences": [[39, "ccip-batch-differences"]], "ccip_batch_same": [[39, "ccip-batch-same"]], "ccip_default_clustering_params": [[39, "ccip-default-clustering-params"]], "ccip_clustering": [[39, "ccip-clustering"]], "ccip_merge": [[39, "ccip-merge"]], "imgutils.metrics.dbaesthetic": [[40, "module-imgutils.metrics.dbaesthetic"]], "anime_dbaesthetic": [[40, "anime-dbaesthetic"]], "imgutils.metrics": [[41, "module-imgutils.metrics"]], "imgutils.metrics.laplacian": [[42, "module-imgutils.metrics.laplacian"]], "laplacian_score": [[42, "laplacian-score"]], "imgutils.metrics.lpips": [[43, "module-imgutils.metrics.lpips"]], "lpips_extract_feature": [[43, "lpips-extract-feature"]], "lpips_difference": [[43, "lpips-difference"]], "lpips_clustering": [[43, "lpips-clustering"]], "imgutils.metrics.psnr_": [[44, "module-imgutils.metrics.psnr_"]], "psnr": [[44, "id1"]], "imgutils.ocr": [[45, "module-imgutils.ocr"]], "detect_text_with_ocr": [[45, "detect-text-with-ocr"]], "ocr": [[45, "ocr"]], "list_det_models": [[45, "list-det-models"]], "list_rec_models": [[45, "list-rec-models"]], "imgutils.operate.align": [[46, "module-imgutils.operate.align"]], "align_maxsize": [[46, "align-maxsize"]], "imgutils.operate.censor_": [[47, "module-imgutils.operate.censor_"]], "censor_areas": [[47, "censor-areas"]], "censor_nsfw": [[47, "censor-nsfw"]], "BaseCensor": [[47, "basecensor"]], "ColorCensor": [[47, "colorcensor"]], "BlurCensor": [[47, "blurcensor"]], "PixelateCensor": [[47, "pixelatecensor"]], "register_censor_method": [[47, "register-censor-method"]], "imgutils.operate.imgcensor": [[48, "module-imgutils.operate.imgcensor"]], "ImageBasedCensor": [[48, "imagebasedcensor"]], "EmojiBasedCensor": [[48, "emojibasedcensor"]], "SingleImage": [[48, "singleimage"]], "imgutils.operate": [[49, "module-imgutils.operate"]], "imgutils.operate.squeeze": [[50, "module-imgutils.operate.squeeze"]], "squeeze": [[50, "squeeze"]], "squeeze_with_transparency": [[50, "squeeze-with-transparency"]], "imgutils.pose.dwpose": [[51, "module-imgutils.pose.dwpose"]], "dwpose_estimate": [[51, "dwpose-estimate"]], "imgutils.pose.format": [[52, "module-imgutils.pose.format"]], "OP18KeyPointSet": [[52, "op18keypointset"]], "OpenPose18": [[52, "openpose18"]], "OP18_BODY_MAX": [[52, "op18-body-max"]], "OP18_BODY_MIN": [[52, "op18-body-min"]], "OP18_FACE_MAX": [[52, "op18-face-max"]], "OP18_FACE_MIN": [[52, "op18-face-min"]], "OP18_LEFT_FOOT_MAX": [[52, "op18-left-foot-max"]], "OP18_LEFT_FOOT_MIN": [[52, "op18-left-foot-min"]], "OP18_LEFT_HAND_MAX": [[52, "op18-left-hand-max"]], "OP18_LEFT_HAND_MIN": [[52, "op18-left-hand-min"]], "OP18_RIGHT_FOOT_MAX": [[52, "op18-right-foot-max"]], "OP18_RIGHT_FOOT_MIN": [[52, "op18-right-foot-min"]], "OP18_RIGHT_HAND_MAX": [[52, "op18-right-hand-max"]], "OP18_RIGHT_HAND_MIN": [[52, "op18-right-hand-min"]], "imgutils.pose": [[53, "module-imgutils.pose"]], "imgutils.pose.visual": [[54, "module-imgutils.pose.visual"]], "op18_visualize": [[54, "op18-visualize"]], "imgutils.preprocess.base": [[55, "module-imgutils.preprocess.base"]], "NotParseTarget": [[55, "notparsetarget"]], "imgutils.preprocess": [[56, "module-imgutils.preprocess"]], "imgutils.preprocess.pillow": [[57, "module-imgutils.preprocess.pillow"]], "register_pillow_transform": [[57, "register-pillow-transform"]], "register_pillow_parse": [[57, "register-pillow-parse"]], "create_pillow_transforms": [[57, "create-pillow-transforms"]], "parse_pillow_transforms": [[57, "parse-pillow-transforms"]], "imgutils.preprocess.torchvision": [[58, "module-imgutils.preprocess.torchvision"]], "register_torchvision_transform": [[58, "register-torchvision-transform"]], "register_torchvision_parse": [[58, "register-torchvision-parse"]], "create_torchvision_transforms": [[58, "create-torchvision-transforms"]], "parse_torchvision_transforms": [[58, "parse-torchvision-transforms"]], "imgutils.preprocess.transformers": [[59, "module-imgutils.preprocess.transformers"]], "register_creators_for_transformers": [[59, "register-creators-for-transformers"]], "NotProcessorTypeError": [[59, "notprocessortypeerror"]], "create_transforms_from_transformers": [[59, "create-transforms-from-transformers"]], "is_valid_size_dict": [[59, "is-valid-size-dict"]], "convert_to_size_dict": [[59, "convert-to-size-dict"]], "get_size_dict": [[59, "get-size-dict"]], "create_clip_transforms": [[59, "create-clip-transforms"]], "create_transforms_from_clip_processor": [[59, "create-transforms-from-clip-processor"]], "create_convnext_transforms": [[59, "create-convnext-transforms"]], "create_transforms_from_convnext_processor": [[59, "create-transforms-from-convnext-processor"]], "create_vit_transforms": [[59, "create-vit-transforms"]], "create_transforms_from_vit_processor": [[59, "create-transforms-from-vit-processor"]], "create_siglip_transforms": [[59, "create-siglip-transforms"]], "create_transforms_from_siglip_processor": [[59, "create-transforms-from-siglip-processor"]], "create_bit_transforms": [[59, "create-bit-transforms"]], "create_transforms_from_bit_processor": [[59, "create-transforms-from-bit-processor"]], "create_blip_transforms": [[59, "create-blip-transforms"]], "create_transforms_from_blip_processor": [[59, "create-transforms-from-blip-processor"]], "create_mobilenetv2_transforms": [[59, "create-mobilenetv2-transforms"]], "create_transforms_from_mobilenetv2_processor": [[59, "create-transforms-from-mobilenetv2-processor"]], "imgutils.resource.background": [[60, "module-imgutils.resource.background"]], "BackgroundImageSet": [[60, "backgroundimageset"]], "list_bg_image_files": [[60, "list-bg-image-files"]], "get_bg_image_file": [[60, "get-bg-image-file"]], "get_bg_image": [[60, "get-bg-image"]], "random_bg_image_file": [[60, "random-bg-image-file"]], "random_bg_image": [[60, "random-bg-image"]], "imgutils.resource": [[61, "module-imgutils.resource"]], "imgutils.restore.adversarial": [[62, "module-imgutils.restore.adversarial"]], "remove_adversarial_noise": [[62, "remove-adversarial-noise"]], "imgutils.restore": [[63, "module-imgutils.restore"]], "imgutils.restore.nafnet": [[64, "module-imgutils.restore.nafnet"]], "restore_with_nafnet": [[64, "restore-with-nafnet"]], "imgutils.restore.scunet": [[65, "module-imgutils.restore.scunet"]], "restore_with_scunet": [[65, "restore-with-scunet"]], "imgutils.sd": [[66, "module-imgutils.sd"]], "imgutils.sd.metadata": [[67, "module-imgutils.sd.metadata"]], "SDMetaData": [[67, "sdmetadata"]], "parse_sdmeta_from_text": [[67, "parse-sdmeta-from-text"]], "get_sdmeta_from_image": [[67, "get-sdmeta-from-image"]], "save_image_with_sdmeta": [[67, "save-image-with-sdmeta"]], "imgutils.sd.model": [[68, "module-imgutils.sd.model"]], "read_metadata": [[68, "read-metadata"]], "save_with_metadata": [[68, "save-with-metadata"]], "imgutils.sd.nai": [[69, "module-imgutils.sd.nai"]], "NAIMetaData": [[69, "naimetadata"]], "NAIMetadata": [[69, "id1"]], "get_naimeta_from_image": [[69, "get-naimeta-from-image"]], "add_naimeta_to_image": [[69, "add-naimeta-to-image"]], "save_image_with_naimeta": [[69, "save-image-with-naimeta"]], "imgutils.segment": [[70, "module-imgutils.segment"]], "imgutils.segment.isnetis": [[71, "module-imgutils.segment.isnetis"]], "get_isnetis_mask": [[71, "get-isnetis-mask"]], "segment_with_isnetis": [[71, "segment-with-isnetis"]], "segment_rgba_with_isnetis": [[71, "segment-rgba-with-isnetis"]], "imgutils.tagging.blacklist": [[72, "module-imgutils.tagging.blacklist"]], "is_blacklisted": [[72, "is-blacklisted"]], "drop_blacklisted_tags": [[72, "drop-blacklisted-tags"]], "imgutils.tagging.character": [[73, "module-imgutils.tagging.character"]], "CHAR_WHITELIST_SUFFIX": [[73, "char-whitelist-suffix"]], "CHAR_WHITELIST_PREFIX": [[73, "char-whitelist-prefix"]], "CHAR_WHITELIST_WORD": [[73, "char-whitelist-word"]], "CHAR_SUFFIXES": [[73, "char-suffixes"]], "CHAR_PREFIXES": [[73, "char-prefixes"]], "CharacterTagPool": [[73, "charactertagpool"]], "is_basic_character_tag": [[73, "is-basic-character-tag"]], "drop_basic_character_tags": [[73, "drop-basic-character-tags"]], "imgutils.tagging.deepdanbooru": [[74, "module-imgutils.tagging.deepdanbooru"]], "get_deepdanbooru_tags": [[74, "get-deepdanbooru-tags"]], "imgutils.tagging.deepgelbooru": [[75, "module-imgutils.tagging.deepgelbooru"]], "get_deepgelbooru_tags": [[75, "get-deepgelbooru-tags"]], "imgutils.tagging.format": [[76, "module-imgutils.tagging.format"]], "add_underline": [[76, "add-underline"]], "remove_underline": [[76, "remove-underline"]], "tags_to_text": [[76, "tags-to-text"]], "imgutils.tagging": [[77, "module-imgutils.tagging"]], "imgutils.tagging.match": [[78, "module-imgutils.tagging.match"]], "tag_match_suffix": [[78, "tag-match-suffix"]], "tag_match_prefix": [[78, "tag-match-prefix"]], "tag_match_full": [[78, "tag-match-full"]], "imgutils.tagging.mldanbooru": [[79, "module-imgutils.tagging.mldanbooru"]], "get_mldanbooru_tags": [[79, "get-mldanbooru-tags"]], "imgutils.tagging.order": [[80, "module-imgutils.tagging.order"]], "sort_tags": [[80, "sort-tags"]], "imgutils.tagging.overlap": [[81, "module-imgutils.tagging.overlap"]], "drop_overlap_tags": [[81, "drop-overlap-tags"]], "imgutils.tagging.wd14": [[82, "module-imgutils.tagging.wd14"]], "get_wd14_tags": [[82, "get-wd14-tags"]], "convert_wd14_emb_to_prediction": [[82, "convert-wd14-emb-to-prediction"]], "denormalize_wd14_emb": [[82, "denormalize-wd14-emb"]], "imgutils.upscale.cdc": [[83, "module-imgutils.upscale.cdc"]], "upscale_with_cdc": [[83, "upscale-with-cdc"]], "imgutils.upscale": [[84, "module-imgutils.upscale"]], "imgutils.utils.cache": [[85, "module-imgutils.utils.cache"]], "ts_lru_cache": [[85, "ts-lru-cache"]], "imgutils.utils.func": [[86, "module-imgutils.utils.func"]], "sigmoid": [[86, "sigmoid"]], "imgutils.utils": [[87, "module-imgutils.utils"]], "imgutils.utils.onnxruntime": [[88, "module-imgutils.utils.onnxruntime"]], "get_onnx_provider": [[88, "get-onnx-provider"]], "open_onnx_model": [[88, "open-onnx-model"]], "imgutils.validate.aicheck": [[89, "module-imgutils.validate.aicheck"]], "get_ai_created_score": [[89, "get-ai-created-score"]], "is_ai_created": [[89, "is-ai-created"]], "imgutils.validate.bangumi_char": [[90, "module-imgutils.validate.bangumi_char"]], "anime_bangumi_char_score": [[90, "anime-bangumi-char-score"]], "anime_bangumi_char": [[90, "anime-bangumi-char"]], "imgutils.validate.classify": [[91, "module-imgutils.validate.classify"]], "anime_classify_score": [[91, "anime-classify-score"]], "anime_classify": [[91, "anime-classify"]], "imgutils.validate.color": [[92, "module-imgutils.validate.color"]], "is_greyscale": [[92, "is-greyscale"]], "imgutils.validate.completeness": [[93, "module-imgutils.validate.completeness"]], "anime_completeness_score": [[93, "anime-completeness-score"]], "anime_completeness": [[93, "anime-completeness"]], "imgutils.validate.dbrating": [[94, "module-imgutils.validate.dbrating"]], "anime_dbrating_score": [[94, "anime-dbrating-score"]], "anime_dbrating": [[94, "anime-dbrating"]], "imgutils.validate.furry": [[95, "module-imgutils.validate.furry"]], "anime_furry_score": [[95, "anime-furry-score"]], "anime_furry": [[95, "anime-furry"]], "imgutils.validate": [[96, "module-imgutils.validate"]], "imgutils.validate.monochrome": [[97, "module-imgutils.validate.monochrome"]], "get_monochrome_score": [[97, "get-monochrome-score"]], "is_monochrome": [[97, "is-monochrome"]], "imgutils.validate.nsfw": [[98, "module-imgutils.validate.nsfw"]], "nsfw_pred_score": [[98, "nsfw-pred-score"]], "nsfw_pred": [[98, "nsfw-pred"]], "imgutils.validate.portrait": [[99, "module-imgutils.validate.portrait"]], "anime_portrait_score": [[99, "anime-portrait-score"]], "anime_portrait": [[99, "anime-portrait"]], "imgutils.validate.rating": [[100, "module-imgutils.validate.rating"]], "anime_rating_score": [[100, "anime-rating-score"]], "anime_rating": [[100, "anime-rating"]], "imgutils.validate.real": [[101, "module-imgutils.validate.real"]], "anime_real_score": [[101, "anime-real-score"]], "anime_real": [[101, "anime-real"]], "imgutils.validate.safe": [[102, "module-imgutils.validate.safe"]], "safe_check_score": [[102, "safe-check-score"]], "safe_check": [[102, "safe-check"]], "imgutils.validate.style_age": [[103, "module-imgutils.validate.style_age"]], "anime_style_age_score": [[103, "anime-style-age-score"]], "anime_style_age": [[103, "anime-style-age"]], "imgutils.validate.teen": [[104, "module-imgutils.validate.teen"]], "anime_teen_score": [[104, "anime-teen-score"]], "anime_teen": [[104, "anime-teen"]], "imgutils.validate.truncate": [[105, "module-imgutils.validate.truncate"]], "is_truncated_file": [[105, "is-truncated-file"]], "Welcome to imgutils\u2019s Documentation": [[106, "welcome-to-imgutils-s-documentation"]], "Overview": [[106, "overview"]], "Tutorials": [[106, null]], "Information": [[106, null]], "API Documentation": [[106, null]], "Run Environment Information": [[107, "Run-Environment-Information"], [108, "Run-Environment-Information"]], "Installation": [[109, "installation"]], "Quick Start": [[110, "quick-start"]]}, "indexentries": {"ascii_drawing() (in module imgutils.ascii.drawing)": [[0, "imgutils.ascii.drawing.ascii_drawing"]], "imgutils.ascii.drawing": [[0, "module-imgutils.ascii.drawing"]], "module": [[0, "module-imgutils.ascii.drawing"], [1, "module-imgutils.ascii"], [2, "module-imgutils.config"], [3, "module-imgutils.config.meta"], [4, "module-imgutils.data.background"], [5, "module-imgutils.data.blob"], [6, "module-imgutils.data.decode"], [7, "module-imgutils.data.encode"], [8, "module-imgutils.data.image"], [9, "module-imgutils.data"], [10, "module-imgutils.data.layer"], [11, "module-imgutils.data.url"], [12, "module-imgutils.detect.booru_yolo"], [13, "module-imgutils.detect.censor"], [14, "module-imgutils.detect.eye"], [15, "module-imgutils.detect.face"], [16, "module-imgutils.detect.halfbody"], [17, "module-imgutils.detect.hand"], [18, "module-imgutils.detect.head"], [19, "module-imgutils.detect"], [20, "module-imgutils.detect.nudenet"], [21, "module-imgutils.detect.person"], [22, "module-imgutils.detect.similarity"], [23, "module-imgutils.detect.text"], [24, "module-imgutils.detect.visual"], [25, "module-imgutils.edge.canny"], [26, "module-imgutils.edge"], [27, "module-imgutils.edge.lineart"], [28, "module-imgutils.edge.lineart_anime"], [29, "module-imgutils.generic.classify"], [30, "module-imgutils.generic.clip"], [31, "module-imgutils.generic.enhance"], [32, "module-imgutils.generic"], [33, "module-imgutils.generic.siglip"], [34, "module-imgutils.generic.yolo"], [35, "module-imgutils.metadata.geninfo"], [36, "module-imgutils.metadata"], [37, "module-imgutils.metadata.lsb"], [38, "module-imgutils.metrics.aesthetic"], [39, "module-imgutils.metrics.ccip"], [40, "module-imgutils.metrics.dbaesthetic"], [41, "module-imgutils.metrics"], [42, "module-imgutils.metrics.laplacian"], [43, "module-imgutils.metrics.lpips"], [44, "module-imgutils.metrics.psnr_"], [45, "module-imgutils.ocr"], [46, "module-imgutils.operate.align"], [47, "module-imgutils.operate.censor_"], [48, "module-imgutils.operate.imgcensor"], [49, "module-imgutils.operate"], [50, "module-imgutils.operate.squeeze"], [51, "module-imgutils.pose.dwpose"], [52, "module-imgutils.pose.format"], [53, "module-imgutils.pose"], [54, "module-imgutils.pose.visual"], [55, "module-imgutils.preprocess.base"], [56, "module-imgutils.preprocess"], [57, "module-imgutils.preprocess.pillow"], [58, "module-imgutils.preprocess.torchvision"], [59, "module-imgutils.preprocess.transformers"], [60, "module-imgutils.resource.background"], [61, "module-imgutils.resource"], [62, "module-imgutils.restore.adversarial"], [63, "module-imgutils.restore"], [64, "module-imgutils.restore.nafnet"], [65, "module-imgutils.restore.scunet"], [66, "module-imgutils.sd"], [67, "module-imgutils.sd.metadata"], [68, "module-imgutils.sd.model"], [69, "module-imgutils.sd.nai"], [70, "module-imgutils.segment"], [71, "module-imgutils.segment.isnetis"], [72, "module-imgutils.tagging.blacklist"], [73, "module-imgutils.tagging.character"], [74, "module-imgutils.tagging.deepdanbooru"], [75, "module-imgutils.tagging.deepgelbooru"], [76, "module-imgutils.tagging.format"], [77, "module-imgutils.tagging"], [78, "module-imgutils.tagging.match"], [79, "module-imgutils.tagging.mldanbooru"], [80, "module-imgutils.tagging.order"], [81, "module-imgutils.tagging.overlap"], [82, "module-imgutils.tagging.wd14"], [83, "module-imgutils.upscale.cdc"], [84, "module-imgutils.upscale"], [85, "module-imgutils.utils.cache"], [86, "module-imgutils.utils.func"], [87, "module-imgutils.utils"], [88, "module-imgutils.utils.onnxruntime"], [89, "module-imgutils.validate.aicheck"], [90, "module-imgutils.validate.bangumi_char"], [91, "module-imgutils.validate.classify"], [92, "module-imgutils.validate.color"], [93, "module-imgutils.validate.completeness"], [94, "module-imgutils.validate.dbrating"], [95, "module-imgutils.validate.furry"], [96, "module-imgutils.validate"], [97, "module-imgutils.validate.monochrome"], [98, "module-imgutils.validate.nsfw"], [99, "module-imgutils.validate.portrait"], [100, "module-imgutils.validate.rating"], [101, "module-imgutils.validate.real"], [102, "module-imgutils.validate.safe"], [103, "module-imgutils.validate.style_age"], [104, "module-imgutils.validate.teen"], [105, "module-imgutils.validate.truncate"]], "imgutils.ascii": [[1, "module-imgutils.ascii"]], "imgutils.config": [[2, "module-imgutils.config"]], "__author_email__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__AUTHOR_EMAIL__"]], "__author__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__AUTHOR__"]], "__description__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__DESCRIPTION__"]], "__title__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__TITLE__"]], "__version__ (in module imgutils.config.meta)": [[3, "imgutils.config.meta.__VERSION__"]], "imgutils.config.meta": [[3, "module-imgutils.config.meta"]], "grid_background() (in module imgutils.data.background)": [[4, "imgutils.data.background.grid_background"]], "grid_transparent() (in module imgutils.data.background)": [[4, "imgutils.data.background.grid_transparent"]], "imgutils.data.background": [[4, "module-imgutils.data.background"]], "imgutils.data.blob": [[5, "module-imgutils.data.blob"]], "is_valid_image_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.is_valid_image_blob_url"]], "load_image_from_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.load_image_from_blob_url"]], "to_blob_url() (in module imgutils.data.blob)": [[5, "imgutils.data.blob.to_blob_url"]], "imgutils.data.decode": [[6, "module-imgutils.data.decode"]], "rgb_decode() (in module imgutils.data.decode)": [[6, "imgutils.data.decode.rgb_decode"]], "imgutils.data.encode": [[7, "module-imgutils.data.encode"]], "rgb_encode() (in module imgutils.data.encode)": [[7, "imgutils.data.encode.rgb_encode"]], "has_alpha_channel() (in module imgutils.data.image)": [[8, "imgutils.data.image.has_alpha_channel"]], "imgutils.data.image": [[8, "module-imgutils.data.image"]], "load_image() (in module imgutils.data.image)": [[8, "imgutils.data.image.load_image"]], "load_images() (in module imgutils.data.image)": [[8, "imgutils.data.image.load_images"]], "imgutils.data": [[9, "module-imgutils.data"]], "imgutils.data.layer": [[10, "module-imgutils.data.layer"]], "istack() (in module imgutils.data.layer)": [[10, "imgutils.data.layer.istack"]], "download_image_from_url() (in module imgutils.data.url)": [[11, "imgutils.data.url.download_image_from_url"]], "imgutils.data.url": [[11, "module-imgutils.data.url"]], "is_http_url() (in module imgutils.data.url)": [[11, "imgutils.data.url.is_http_url"]], "detect_with_booru_yolo() (in module imgutils.detect.booru_yolo)": [[12, "imgutils.detect.booru_yolo.detect_with_booru_yolo"]], "imgutils.detect.booru_yolo": [[12, "module-imgutils.detect.booru_yolo"]], "detect_censors() (in module imgutils.detect.censor)": [[13, "imgutils.detect.censor.detect_censors"]], "imgutils.detect.censor": [[13, "module-imgutils.detect.censor"]], "detect_eyes() (in module imgutils.detect.eye)": [[14, "imgutils.detect.eye.detect_eyes"]], "imgutils.detect.eye": [[14, "module-imgutils.detect.eye"]], "detect_faces() (in module imgutils.detect.face)": [[15, "imgutils.detect.face.detect_faces"]], "imgutils.detect.face": [[15, "module-imgutils.detect.face"]], "detect_halfbody() (in module imgutils.detect.halfbody)": [[16, "imgutils.detect.halfbody.detect_halfbody"]], "imgutils.detect.halfbody": [[16, "module-imgutils.detect.halfbody"]], "detect_hands() (in module imgutils.detect.hand)": [[17, "imgutils.detect.hand.detect_hands"]], "imgutils.detect.hand": [[17, "module-imgutils.detect.hand"]], "detect_heads() (in module imgutils.detect.head)": [[18, "imgutils.detect.head.detect_heads"]], "imgutils.detect.head": [[18, "module-imgutils.detect.head"]], "imgutils.detect": [[19, "module-imgutils.detect"]], "detect_with_nudenet() (in module imgutils.detect.nudenet)": [[20, "imgutils.detect.nudenet.detect_with_nudenet"]], "imgutils.detect.nudenet": [[20, "module-imgutils.detect.nudenet"]], "detect_person() (in module imgutils.detect.person)": [[21, "imgutils.detect.person.detect_person"]], "imgutils.detect.person": [[21, "module-imgutils.detect.person"]], "bboxes_similarity() (in module imgutils.detect.similarity)": [[22, "imgutils.detect.similarity.bboxes_similarity"]], "calculate_iou() (in module imgutils.detect.similarity)": [[22, "imgutils.detect.similarity.calculate_iou"]], "detection_similarity() (in module imgutils.detect.similarity)": [[22, "imgutils.detect.similarity.detection_similarity"]], "imgutils.detect.similarity": [[22, "module-imgutils.detect.similarity"]], "detect_text() (in module imgutils.detect.text)": [[23, "imgutils.detect.text.detect_text"]], "imgutils.detect.text": [[23, "module-imgutils.detect.text"]], "detection_visualize() (in module imgutils.detect.visual)": [[24, "imgutils.detect.visual.detection_visualize"]], "imgutils.detect.visual": [[24, "module-imgutils.detect.visual"]], "edge_image_with_canny() (in module imgutils.edge.canny)": [[25, "imgutils.edge.canny.edge_image_with_canny"]], "get_edge_by_canny() (in module imgutils.edge.canny)": [[25, "imgutils.edge.canny.get_edge_by_canny"]], "imgutils.edge.canny": [[25, "module-imgutils.edge.canny"]], "imgutils.edge": [[26, "module-imgutils.edge"]], "edge_image_with_lineart() (in module imgutils.edge.lineart)": [[27, "imgutils.edge.lineart.edge_image_with_lineart"]], "get_edge_by_lineart() (in module imgutils.edge.lineart)": [[27, "imgutils.edge.lineart.get_edge_by_lineart"]], "imgutils.edge.lineart": [[27, "module-imgutils.edge.lineart"]], "edge_image_with_lineart_anime() (in module imgutils.edge.lineart_anime)": [[28, "imgutils.edge.lineart_anime.edge_image_with_lineart_anime"]], "get_edge_by_lineart_anime() (in module imgutils.edge.lineart_anime)": [[28, "imgutils.edge.lineart_anime.get_edge_by_lineart_anime"]], "imgutils.edge.lineart_anime": [[28, "module-imgutils.edge.lineart_anime"]], "classifymodel (class in imgutils.generic.classify)": [[29, "imgutils.generic.classify.ClassifyModel"]], "__init__() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.__init__"]], "classify_predict() (in module imgutils.generic.classify)": [[29, "imgutils.generic.classify.classify_predict"]], "classify_predict_fmt() (in module imgutils.generic.classify)": [[29, "imgutils.generic.classify.classify_predict_fmt"]], "classify_predict_score() (in module imgutils.generic.classify)": [[29, "imgutils.generic.classify.classify_predict_score"]], "clear() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.clear"]], "imgutils.generic.classify": [[29, "module-imgutils.generic.classify"]], "launch_demo() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.launch_demo"]], "make_ui() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.make_ui"]], "predict() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.predict"]], "predict_fmt() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.predict_fmt"]], "predict_score() (imgutils.generic.classify.classifymodel method)": [[29, "imgutils.generic.classify.ClassifyModel.predict_score"]], "clipmodel (class in imgutils.generic.clip)": [[30, "imgutils.generic.clip.CLIPModel"]], "__init__() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.__init__"]], "clear() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.clear"]], "clip_image_encode() (in module imgutils.generic.clip)": [[30, "imgutils.generic.clip.clip_image_encode"]], "clip_predict() (in module imgutils.generic.clip)": [[30, "imgutils.generic.clip.clip_predict"]], "clip_text_encode() (in module imgutils.generic.clip)": [[30, "imgutils.generic.clip.clip_text_encode"]], "image_encode() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.image_encode"]], "imgutils.generic.clip": [[30, "module-imgutils.generic.clip"]], "launch_demo() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.launch_demo"]], "make_ui() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.make_ui"]], "predict() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.predict"]], "text_encode() (imgutils.generic.clip.clipmodel method)": [[30, "imgutils.generic.clip.CLIPModel.text_encode"]], "imageenhancer (class in imgutils.generic.enhance)": [[31, "imgutils.generic.enhance.ImageEnhancer"]], "__init__() (imgutils.generic.enhance.imageenhancer method)": [[31, "imgutils.generic.enhance.ImageEnhancer.__init__"]], "imgutils.generic.enhance": [[31, "module-imgutils.generic.enhance"]], "process() (imgutils.generic.enhance.imageenhancer method)": [[31, "imgutils.generic.enhance.ImageEnhancer.process"]], "imgutils.generic": [[32, "module-imgutils.generic"]], "siglipmodel (class in imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.SigLIPModel"]], "__init__() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.__init__"]], "clear() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.clear"]], "image_encode() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.image_encode"]], "imgutils.generic.siglip": [[33, "module-imgutils.generic.siglip"]], "launch_demo() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.launch_demo"]], "make_ui() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.make_ui"]], "predict() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.predict"]], "siglip_image_encode() (in module imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.siglip_image_encode"]], "siglip_predict() (in module imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.siglip_predict"]], "siglip_text_encode() (in module imgutils.generic.siglip)": [[33, "imgutils.generic.siglip.siglip_text_encode"]], "text_encode() (imgutils.generic.siglip.siglipmodel method)": [[33, "imgutils.generic.siglip.SigLIPModel.text_encode"]], "yolomodel (class in imgutils.generic.yolo)": [[34, "imgutils.generic.yolo.YOLOModel"]], "__init__() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.__init__"]], "clear() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.clear"]], "imgutils.generic.yolo": [[34, "module-imgutils.generic.yolo"]], "launch_demo() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.launch_demo"]], "make_ui() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.make_ui"]], "predict() (imgutils.generic.yolo.yolomodel method)": [[34, "imgutils.generic.yolo.YOLOModel.predict"]], "yolo_predict() (in module imgutils.generic.yolo)": [[34, "imgutils.generic.yolo.yolo_predict"]], "imgutils.metadata.geninfo": [[35, "module-imgutils.metadata.geninfo"]], "read_geninfo_exif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.read_geninfo_exif"]], "read_geninfo_gif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.read_geninfo_gif"]], "read_geninfo_parameters() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.read_geninfo_parameters"]], "write_geninfo_exif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.write_geninfo_exif"]], "write_geninfo_gif() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.write_geninfo_gif"]], "write_geninfo_parameters() (in module imgutils.metadata.geninfo)": [[35, "imgutils.metadata.geninfo.write_geninfo_parameters"]], "imgutils.metadata": [[36, "module-imgutils.metadata"]], "imagelsbdataextractor (class in imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.ImageLsbDataExtractor"]], "lsbextractor (class in imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.LSBExtractor"]], "lsbreaderror (class in imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.LSBReadError"]], "__init__() (imgutils.metadata.lsb.imagelsbdataextractor method)": [[37, "imgutils.metadata.lsb.ImageLsbDataExtractor.__init__"]], "__init__() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.__init__"]], "extract_data() (imgutils.metadata.lsb.imagelsbdataextractor method)": [[37, "imgutils.metadata.lsb.ImageLsbDataExtractor.extract_data"]], "get_next_n_bytes() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.get_next_n_bytes"]], "get_one_byte() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.get_one_byte"]], "imgutils.metadata.lsb": [[37, "module-imgutils.metadata.lsb"]], "inject_data() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.inject_data"]], "read_32bit_integer() (imgutils.metadata.lsb.lsbextractor method)": [[37, "imgutils.metadata.lsb.LSBExtractor.read_32bit_integer"]], "read_lsb_metadata() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.read_lsb_metadata"]], "read_lsb_raw_bytes() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.read_lsb_raw_bytes"]], "serialize_json() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.serialize_json"]], "serialize_pnginfo() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.serialize_pnginfo"]], "write_lsb_metadata() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.write_lsb_metadata"]], "write_lsb_raw_bytes() (in module imgutils.metadata.lsb)": [[37, "imgutils.metadata.lsb.write_lsb_raw_bytes"]], "get_aesthetic_score() (in module imgutils.metrics.aesthetic)": [[38, "imgutils.metrics.aesthetic.get_aesthetic_score"]], "imgutils.metrics.aesthetic": [[38, "module-imgutils.metrics.aesthetic"]], "ccip_batch_differences() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_batch_differences"]], "ccip_batch_extract_features() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_batch_extract_features"]], "ccip_batch_same() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_batch_same"]], "ccip_clustering() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_clustering"]], "ccip_default_clustering_params() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_default_clustering_params"]], "ccip_default_threshold() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_default_threshold"]], "ccip_difference() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_difference"]], "ccip_extract_feature() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_extract_feature"]], "ccip_merge() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_merge"]], "ccip_same() (in module imgutils.metrics.ccip)": [[39, "imgutils.metrics.ccip.ccip_same"]], "imgutils.metrics.ccip": [[39, "module-imgutils.metrics.ccip"]], "anime_dbaesthetic() (in module imgutils.metrics.dbaesthetic)": [[40, "imgutils.metrics.dbaesthetic.anime_dbaesthetic"]], "imgutils.metrics.dbaesthetic": [[40, "module-imgutils.metrics.dbaesthetic"]], "imgutils.metrics": [[41, "module-imgutils.metrics"]], "imgutils.metrics.laplacian": [[42, "module-imgutils.metrics.laplacian"]], "laplacian_score() (in module imgutils.metrics.laplacian)": [[42, "imgutils.metrics.laplacian.laplacian_score"]], "imgutils.metrics.lpips": [[43, "module-imgutils.metrics.lpips"]], "lpips_clustering() (in module imgutils.metrics.lpips)": [[43, "imgutils.metrics.lpips.lpips_clustering"]], "lpips_difference() (in module imgutils.metrics.lpips)": [[43, "imgutils.metrics.lpips.lpips_difference"]], "lpips_extract_feature() (in module imgutils.metrics.lpips)": [[43, "imgutils.metrics.lpips.lpips_extract_feature"]], "imgutils.metrics.psnr_": [[44, "module-imgutils.metrics.psnr_"]], "psnr() (in module imgutils.metrics.psnr_)": [[44, "imgutils.metrics.psnr_.psnr"]], "detect_text_with_ocr() (in module imgutils.ocr)": [[45, "imgutils.ocr.detect_text_with_ocr"]], "imgutils.ocr": [[45, "module-imgutils.ocr"]], "list_det_models() (in module imgutils.ocr)": [[45, "imgutils.ocr.list_det_models"]], "list_rec_models() (in module imgutils.ocr)": [[45, "imgutils.ocr.list_rec_models"]], "ocr() (in module imgutils.ocr)": [[45, "imgutils.ocr.ocr"]], "align_maxsize() (in module imgutils.operate.align)": [[46, "imgutils.operate.align.align_maxsize"]], "imgutils.operate.align": [[46, "module-imgutils.operate.align"]], "basecensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.BaseCensor"]], "blurcensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.BlurCensor"]], "colorcensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.ColorCensor"]], "pixelatecensor (class in imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.PixelateCensor"]], "censor_area() (imgutils.operate.censor_.basecensor method)": [[47, "imgutils.operate.censor_.BaseCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.blurcensor method)": [[47, "imgutils.operate.censor_.BlurCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.colorcensor method)": [[47, "imgutils.operate.censor_.ColorCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.pixelatecensor method)": [[47, "imgutils.operate.censor_.PixelateCensor.censor_area"]], "censor_areas() (in module imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.censor_areas"]], "censor_nsfw() (in module imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.censor_nsfw"]], "imgutils.operate.censor_": [[47, "module-imgutils.operate.censor_"]], "register_censor_method() (in module imgutils.operate.censor_)": [[47, "imgutils.operate.censor_.register_censor_method"]], "emojibasedcensor (class in imgutils.operate.imgcensor)": [[48, "imgutils.operate.imgcensor.EmojiBasedCensor"]], "imagebasedcensor (class in imgutils.operate.imgcensor)": [[48, "imgutils.operate.imgcensor.ImageBasedCensor"]], "singleimage (class in imgutils.operate.imgcensor)": [[48, "imgutils.operate.imgcensor.SingleImage"]], "__init__() (imgutils.operate.imgcensor.singleimage method)": [[48, "imgutils.operate.imgcensor.SingleImage.__init__"]], "censor_area() (imgutils.operate.imgcensor.emojibasedcensor method)": [[48, "imgutils.operate.imgcensor.EmojiBasedCensor.censor_area"]], "censor_area() (imgutils.operate.imgcensor.imagebasedcensor method)": [[48, "imgutils.operate.imgcensor.ImageBasedCensor.censor_area"]], "find_for_area() (imgutils.operate.imgcensor.singleimage method)": [[48, "imgutils.operate.imgcensor.SingleImage.find_for_area"]], "height (imgutils.operate.imgcensor.singleimage property)": [[48, "imgutils.operate.imgcensor.SingleImage.height"]], "imgutils.operate.imgcensor": [[48, "module-imgutils.operate.imgcensor"]], "width (imgutils.operate.imgcensor.singleimage property)": [[48, "imgutils.operate.imgcensor.SingleImage.width"]], "imgutils.operate": [[49, "module-imgutils.operate"]], "imgutils.operate.squeeze": [[50, "module-imgutils.operate.squeeze"]], "squeeze() (in module imgutils.operate.squeeze)": [[50, "imgutils.operate.squeeze.squeeze"]], "squeeze_with_transparency() (in module imgutils.operate.squeeze)": [[50, "imgutils.operate.squeeze.squeeze_with_transparency"]], "dwpose_estimate() (in module imgutils.pose.dwpose)": [[51, "imgutils.pose.dwpose.dwpose_estimate"]], "imgutils.pose.dwpose": [[51, "module-imgutils.pose.dwpose"]], "left_ankle (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_ANKLE"]], "left_big_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_BIG_TOE"]], "left_ear (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_EAR"]], "left_elbow (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_ELBOW"]], "left_eye (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_EYE"]], "left_heel (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_HEEL"]], "left_hip (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_HIP"]], "left_knee (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_KNEE"]], "left_shoulder (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_SHOULDER"]], "left_small_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_SMALL_TOE"]], "left_wrist (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.LEFT_WRIST"]], "neck (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.NECK"]], "nose (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.NOSE"]], "op18keypointset (class in imgutils.pose.format)": [[52, "imgutils.pose.format.OP18KeyPointSet"]], "op18_body_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_BODY_MAX"]], "op18_body_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_BODY_MIN"]], "op18_face_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_FACE_MAX"]], "op18_face_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_FACE_MIN"]], "op18_left_foot_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_FOOT_MAX"]], "op18_left_foot_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_FOOT_MIN"]], "op18_left_hand_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_HAND_MAX"]], "op18_left_hand_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_LEFT_HAND_MIN"]], "op18_right_foot_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_FOOT_MAX"]], "op18_right_foot_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_FOOT_MIN"]], "op18_right_hand_max (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_HAND_MAX"]], "op18_right_hand_min (in module imgutils.pose.format)": [[52, "imgutils.pose.format.OP18_RIGHT_HAND_MIN"]], "right_ankle (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_ANKLE"]], "right_big_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_BIG_TOE"]], "right_ear (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_EAR"]], "right_elbow (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_ELBOW"]], "right_eye (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_EYE"]], "right_heel (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_HEEL"]], "right_hip (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_HIP"]], "right_knee (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_KNEE"]], "right_shoulder (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_SHOULDER"]], "right_small_toe (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_SMALL_TOE"]], "right_wrist (imgutils.pose.format.openpose18 attribute)": [[52, "imgutils.pose.format.OpenPose18.RIGHT_WRIST"]], "__init__() (imgutils.pose.format.op18keypointset method)": [[52, "imgutils.pose.format.OP18KeyPointSet.__init__"]], "__mul__() (imgutils.pose.format.op18keypointset method)": [[52, "imgutils.pose.format.OP18KeyPointSet.__mul__"]], "__truediv__() (imgutils.pose.format.op18keypointset method)": [[52, "imgutils.pose.format.OP18KeyPointSet.__truediv__"]], "body (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.body"]], "face (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.face"]], "imgutils.pose.format": [[52, "module-imgutils.pose.format"]], "left_foot (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.left_foot"]], "left_hand (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.left_hand"]], "right_foot (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.right_foot"]], "right_hand (imgutils.pose.format.op18keypointset property)": [[52, "imgutils.pose.format.OP18KeyPointSet.right_hand"]], "imgutils.pose": [[53, "module-imgutils.pose"]], "imgutils.pose.visual": [[54, "module-imgutils.pose.visual"]], "op18_visualize() (in module imgutils.pose.visual)": [[54, "imgutils.pose.visual.op18_visualize"]], "notparsetarget (class in imgutils.preprocess.base)": [[55, "imgutils.preprocess.base.NotParseTarget"]], "imgutils.preprocess.base": [[55, "module-imgutils.preprocess.base"]], "imgutils.preprocess": [[56, "module-imgutils.preprocess"]], "create_pillow_transforms() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.create_pillow_transforms"]], "imgutils.preprocess.pillow": [[57, "module-imgutils.preprocess.pillow"]], "parse_pillow_transforms() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.parse_pillow_transforms"]], "register_pillow_parse() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.register_pillow_parse"]], "register_pillow_transform() (in module imgutils.preprocess.pillow)": [[57, "imgutils.preprocess.pillow.register_pillow_transform"]], "create_torchvision_transforms() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.create_torchvision_transforms"]], "imgutils.preprocess.torchvision": [[58, "module-imgutils.preprocess.torchvision"]], "parse_torchvision_transforms() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.parse_torchvision_transforms"]], "register_torchvision_parse() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.register_torchvision_parse"]], "register_torchvision_transform() (in module imgutils.preprocess.torchvision)": [[58, "imgutils.preprocess.torchvision.register_torchvision_transform"]], "notprocessortypeerror (class in imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.NotProcessorTypeError"]], "convert_to_size_dict() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.convert_to_size_dict"]], "create_bit_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_bit_transforms"]], "create_blip_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_blip_transforms"]], "create_clip_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_clip_transforms"]], "create_convnext_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_convnext_transforms"]], "create_mobilenetv2_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_mobilenetv2_transforms"]], "create_siglip_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_siglip_transforms"]], "create_transforms_from_bit_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_bit_processor"]], "create_transforms_from_blip_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_blip_processor"]], "create_transforms_from_clip_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_clip_processor"]], "create_transforms_from_convnext_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_convnext_processor"]], "create_transforms_from_mobilenetv2_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_mobilenetv2_processor"]], "create_transforms_from_siglip_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_siglip_processor"]], "create_transforms_from_transformers() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_transformers"]], "create_transforms_from_vit_processor() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_transforms_from_vit_processor"]], "create_vit_transforms() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.create_vit_transforms"]], "get_size_dict() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.get_size_dict"]], "imgutils.preprocess.transformers": [[59, "module-imgutils.preprocess.transformers"]], "is_valid_size_dict() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.is_valid_size_dict"]], "register_creators_for_transformers() (in module imgutils.preprocess.transformers)": [[59, "imgutils.preprocess.transformers.register_creators_for_transformers"]], "backgroundimageset (class in imgutils.resource.background)": [[60, "imgutils.resource.background.BackgroundImageSet"]], "__init__() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.__init__"]], "get_bg_image() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.get_bg_image"]], "get_bg_image_file() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.get_bg_image_file"]], "get_image() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.get_image"]], "get_image_file() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.get_image_file"]], "imgutils.resource.background": [[60, "module-imgutils.resource.background"]], "list_bg_image_files() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.list_bg_image_files"]], "list_image_files() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.list_image_files"]], "random_bg_image() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.random_bg_image"]], "random_bg_image_file() (in module imgutils.resource.background)": [[60, "imgutils.resource.background.random_bg_image_file"]], "random_image() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.random_image"]], "random_image_file() (imgutils.resource.background.backgroundimageset method)": [[60, "imgutils.resource.background.BackgroundImageSet.random_image_file"]], "imgutils.resource": [[61, "module-imgutils.resource"]], "imgutils.restore.adversarial": [[62, "module-imgutils.restore.adversarial"]], "remove_adversarial_noise() (in module imgutils.restore.adversarial)": [[62, "imgutils.restore.adversarial.remove_adversarial_noise"]], "imgutils.restore": [[63, "module-imgutils.restore"]], "imgutils.restore.nafnet": [[64, "module-imgutils.restore.nafnet"]], "restore_with_nafnet() (in module imgutils.restore.nafnet)": [[64, "imgutils.restore.nafnet.restore_with_nafnet"]], "imgutils.restore.scunet": [[65, "module-imgutils.restore.scunet"]], "restore_with_scunet() (in module imgutils.restore.scunet)": [[65, "imgutils.restore.scunet.restore_with_scunet"]], "imgutils.sd": [[66, "module-imgutils.sd"]], "sdmetadata (class in imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.SDMetaData"]], "__str__() (imgutils.sd.metadata.sdmetadata method)": [[67, "imgutils.sd.metadata.SDMetaData.__str__"]], "get_sdmeta_from_image() (in module imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.get_sdmeta_from_image"]], "imgutils.sd.metadata": [[67, "module-imgutils.sd.metadata"]], "parse_sdmeta_from_text() (in module imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.parse_sdmeta_from_text"]], "pnginfo (imgutils.sd.metadata.sdmetadata property)": [[67, "imgutils.sd.metadata.SDMetaData.pnginfo"]], "save_image_with_sdmeta() (in module imgutils.sd.metadata)": [[67, "imgutils.sd.metadata.save_image_with_sdmeta"]], "text (imgutils.sd.metadata.sdmetadata property)": [[67, "imgutils.sd.metadata.SDMetaData.text"]], "imgutils.sd.model": [[68, "module-imgutils.sd.model"]], "read_metadata() (in module imgutils.sd.model)": [[68, "imgutils.sd.model.read_metadata"]], "save_with_metadata() (in module imgutils.sd.model)": [[68, "imgutils.sd.model.save_with_metadata"]], "naimetadata (class in imgutils.sd.nai)": [[69, "imgutils.sd.nai.NAIMetaData"], [69, "imgutils.sd.nai.NAIMetadata"]], "__init__() (imgutils.sd.nai.naimetadata method)": [[69, "imgutils.sd.nai.NAIMetaData.__init__"]], "add_naimeta_to_image() (in module imgutils.sd.nai)": [[69, "imgutils.sd.nai.add_naimeta_to_image"]], "get_naimeta_from_image() (in module imgutils.sd.nai)": [[69, "imgutils.sd.nai.get_naimeta_from_image"]], "imgutils.sd.nai": [[69, "module-imgutils.sd.nai"]], "pnginfo (imgutils.sd.nai.naimetadata property)": [[69, "imgutils.sd.nai.NAIMetaData.pnginfo"]], "save_image_with_naimeta() (in module imgutils.sd.nai)": [[69, "imgutils.sd.nai.save_image_with_naimeta"]], "imgutils.segment": [[70, "module-imgutils.segment"]], "get_isnetis_mask() (in module imgutils.segment.isnetis)": [[71, "imgutils.segment.isnetis.get_isnetis_mask"]], "imgutils.segment.isnetis": [[71, "module-imgutils.segment.isnetis"]], "segment_rgba_with_isnetis() (in module imgutils.segment.isnetis)": [[71, "imgutils.segment.isnetis.segment_rgba_with_isnetis"]], "segment_with_isnetis() (in module imgutils.segment.isnetis)": [[71, "imgutils.segment.isnetis.segment_with_isnetis"]], "drop_blacklisted_tags() (in module imgutils.tagging.blacklist)": [[72, "imgutils.tagging.blacklist.drop_blacklisted_tags"]], "imgutils.tagging.blacklist": [[72, "module-imgutils.tagging.blacklist"]], "is_blacklisted() (in module imgutils.tagging.blacklist)": [[72, "imgutils.tagging.blacklist.is_blacklisted"]], "char_prefixes (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_PREFIXES"]], "char_suffixes (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_SUFFIXES"]], "char_whitelist_prefix (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_WHITELIST_PREFIX"]], "char_whitelist_suffix (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_WHITELIST_SUFFIX"]], "char_whitelist_word (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.CHAR_WHITELIST_WORD"]], "charactertagpool (class in imgutils.tagging.character)": [[73, "imgutils.tagging.character.CharacterTagPool"]], "__init__() (imgutils.tagging.character.charactertagpool method)": [[73, "imgutils.tagging.character.CharacterTagPool.__init__"]], "drop_basic_character_tags() (imgutils.tagging.character.charactertagpool method)": [[73, "imgutils.tagging.character.CharacterTagPool.drop_basic_character_tags"]], "drop_basic_character_tags() (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.drop_basic_character_tags"]], "imgutils.tagging.character": [[73, "module-imgutils.tagging.character"]], "is_basic_character_tag() (imgutils.tagging.character.charactertagpool method)": [[73, "imgutils.tagging.character.CharacterTagPool.is_basic_character_tag"]], "is_basic_character_tag() (in module imgutils.tagging.character)": [[73, "imgutils.tagging.character.is_basic_character_tag"]], "get_deepdanbooru_tags() (in module imgutils.tagging.deepdanbooru)": [[74, "imgutils.tagging.deepdanbooru.get_deepdanbooru_tags"]], "imgutils.tagging.deepdanbooru": [[74, "module-imgutils.tagging.deepdanbooru"]], "get_deepgelbooru_tags() (in module imgutils.tagging.deepgelbooru)": [[75, "imgutils.tagging.deepgelbooru.get_deepgelbooru_tags"]], "imgutils.tagging.deepgelbooru": [[75, "module-imgutils.tagging.deepgelbooru"]], "add_underline() (in module imgutils.tagging.format)": [[76, "imgutils.tagging.format.add_underline"]], "imgutils.tagging.format": [[76, "module-imgutils.tagging.format"]], "remove_underline() (in module imgutils.tagging.format)": [[76, "imgutils.tagging.format.remove_underline"]], "tags_to_text() (in module imgutils.tagging.format)": [[76, "imgutils.tagging.format.tags_to_text"]], "imgutils.tagging": [[77, "module-imgutils.tagging"]], "imgutils.tagging.match": [[78, "module-imgutils.tagging.match"]], "tag_match_full() (in module imgutils.tagging.match)": [[78, "imgutils.tagging.match.tag_match_full"]], "tag_match_prefix() (in module imgutils.tagging.match)": [[78, "imgutils.tagging.match.tag_match_prefix"]], "tag_match_suffix() (in module imgutils.tagging.match)": [[78, "imgutils.tagging.match.tag_match_suffix"]], "get_mldanbooru_tags() (in module imgutils.tagging.mldanbooru)": [[79, "imgutils.tagging.mldanbooru.get_mldanbooru_tags"]], "imgutils.tagging.mldanbooru": [[79, "module-imgutils.tagging.mldanbooru"]], "imgutils.tagging.order": [[80, "module-imgutils.tagging.order"]], "sort_tags() (in module imgutils.tagging.order)": [[80, "imgutils.tagging.order.sort_tags"]], "drop_overlap_tags() (in module imgutils.tagging.overlap)": [[81, "imgutils.tagging.overlap.drop_overlap_tags"]], "imgutils.tagging.overlap": [[81, "module-imgutils.tagging.overlap"]], "convert_wd14_emb_to_prediction() (in module imgutils.tagging.wd14)": [[82, "imgutils.tagging.wd14.convert_wd14_emb_to_prediction"]], "denormalize_wd14_emb() (in module imgutils.tagging.wd14)": [[82, "imgutils.tagging.wd14.denormalize_wd14_emb"]], "get_wd14_tags() (in module imgutils.tagging.wd14)": [[82, "imgutils.tagging.wd14.get_wd14_tags"]], "imgutils.tagging.wd14": [[82, "module-imgutils.tagging.wd14"]], "imgutils.upscale.cdc": [[83, "module-imgutils.upscale.cdc"]], "upscale_with_cdc() (in module imgutils.upscale.cdc)": [[83, "imgutils.upscale.cdc.upscale_with_cdc"]], "imgutils.upscale": [[84, "module-imgutils.upscale"]], "imgutils.utils.cache": [[85, "module-imgutils.utils.cache"]], "ts_lru_cache() (in module imgutils.utils.cache)": [[85, "imgutils.utils.cache.ts_lru_cache"]], "imgutils.utils.func": [[86, "module-imgutils.utils.func"]], "sigmoid() (in module imgutils.utils.func)": [[86, "imgutils.utils.func.sigmoid"]], "imgutils.utils": [[87, "module-imgutils.utils"]], "get_onnx_provider() (in module imgutils.utils.onnxruntime)": [[88, "imgutils.utils.onnxruntime.get_onnx_provider"]], "imgutils.utils.onnxruntime": [[88, "module-imgutils.utils.onnxruntime"]], "open_onnx_model() (in module imgutils.utils.onnxruntime)": [[88, "imgutils.utils.onnxruntime.open_onnx_model"]], "get_ai_created_score() (in module imgutils.validate.aicheck)": [[89, "imgutils.validate.aicheck.get_ai_created_score"]], "imgutils.validate.aicheck": [[89, "module-imgutils.validate.aicheck"]], "is_ai_created() (in module imgutils.validate.aicheck)": [[89, "imgutils.validate.aicheck.is_ai_created"]], "anime_bangumi_char() (in module imgutils.validate.bangumi_char)": [[90, "imgutils.validate.bangumi_char.anime_bangumi_char"]], "anime_bangumi_char_score() (in module imgutils.validate.bangumi_char)": [[90, "imgutils.validate.bangumi_char.anime_bangumi_char_score"]], "imgutils.validate.bangumi_char": [[90, "module-imgutils.validate.bangumi_char"]], "anime_classify() (in module imgutils.validate.classify)": [[91, "imgutils.validate.classify.anime_classify"]], "anime_classify_score() (in module imgutils.validate.classify)": [[91, "imgutils.validate.classify.anime_classify_score"]], "imgutils.validate.classify": [[91, "module-imgutils.validate.classify"]], "imgutils.validate.color": [[92, "module-imgutils.validate.color"]], "is_greyscale() (in module imgutils.validate.color)": [[92, "imgutils.validate.color.is_greyscale"]], "anime_completeness() (in module imgutils.validate.completeness)": [[93, "imgutils.validate.completeness.anime_completeness"]], "anime_completeness_score() (in module imgutils.validate.completeness)": [[93, "imgutils.validate.completeness.anime_completeness_score"]], "imgutils.validate.completeness": [[93, "module-imgutils.validate.completeness"]], "anime_dbrating() (in module imgutils.validate.dbrating)": [[94, "imgutils.validate.dbrating.anime_dbrating"]], "anime_dbrating_score() (in module imgutils.validate.dbrating)": [[94, "imgutils.validate.dbrating.anime_dbrating_score"]], "imgutils.validate.dbrating": [[94, "module-imgutils.validate.dbrating"]], "anime_furry() (in module imgutils.validate.furry)": [[95, "imgutils.validate.furry.anime_furry"]], "anime_furry_score() (in module imgutils.validate.furry)": [[95, "imgutils.validate.furry.anime_furry_score"]], "imgutils.validate.furry": [[95, "module-imgutils.validate.furry"]], "imgutils.validate": [[96, "module-imgutils.validate"]], "get_monochrome_score() (in module imgutils.validate.monochrome)": [[97, "imgutils.validate.monochrome.get_monochrome_score"]], "imgutils.validate.monochrome": [[97, "module-imgutils.validate.monochrome"]], "is_monochrome() (in module imgutils.validate.monochrome)": [[97, "imgutils.validate.monochrome.is_monochrome"]], "imgutils.validate.nsfw": [[98, "module-imgutils.validate.nsfw"]], "nsfw_pred() (in module imgutils.validate.nsfw)": [[98, "imgutils.validate.nsfw.nsfw_pred"]], "nsfw_pred_score() (in module imgutils.validate.nsfw)": [[98, "imgutils.validate.nsfw.nsfw_pred_score"]], "anime_portrait() (in module imgutils.validate.portrait)": [[99, "imgutils.validate.portrait.anime_portrait"]], "anime_portrait_score() (in module imgutils.validate.portrait)": [[99, "imgutils.validate.portrait.anime_portrait_score"]], "imgutils.validate.portrait": [[99, "module-imgutils.validate.portrait"]], "anime_rating() (in module imgutils.validate.rating)": [[100, "imgutils.validate.rating.anime_rating"]], "anime_rating_score() (in module imgutils.validate.rating)": [[100, "imgutils.validate.rating.anime_rating_score"]], "imgutils.validate.rating": [[100, "module-imgutils.validate.rating"]], "anime_real() (in module imgutils.validate.real)": [[101, "imgutils.validate.real.anime_real"]], "anime_real_score() (in module imgutils.validate.real)": [[101, "imgutils.validate.real.anime_real_score"]], "imgutils.validate.real": [[101, "module-imgutils.validate.real"]], "imgutils.validate.safe": [[102, "module-imgutils.validate.safe"]], "safe_check() (in module imgutils.validate.safe)": [[102, "imgutils.validate.safe.safe_check"]], "safe_check_score() (in module imgutils.validate.safe)": [[102, "imgutils.validate.safe.safe_check_score"]], "anime_style_age() (in module imgutils.validate.style_age)": [[103, "imgutils.validate.style_age.anime_style_age"]], "anime_style_age_score() (in module imgutils.validate.style_age)": [[103, "imgutils.validate.style_age.anime_style_age_score"]], "imgutils.validate.style_age": [[103, "module-imgutils.validate.style_age"]], "anime_teen() (in module imgutils.validate.teen)": [[104, "imgutils.validate.teen.anime_teen"]], "anime_teen_score() (in module imgutils.validate.teen)": [[104, "imgutils.validate.teen.anime_teen_score"]], "imgutils.validate.teen": [[104, "module-imgutils.validate.teen"]], "imgutils.validate.truncate": [[105, "module-imgutils.validate.truncate"]], "is_truncated_file() (in module imgutils.validate.truncate)": [[105, "imgutils.validate.truncate.is_truncated_file"]]}}) \ No newline at end of file