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"left_shoulder (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.LEFT_SHOULDER"]], "left_small_toe (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.LEFT_SMALL_TOE"]], "left_wrist (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.LEFT_WRIST"]], "neck (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.NECK"]], "nose (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.NOSE"]], "op18keypointset (class in imgutils.pose.format)": [[56, "imgutils.pose.format.OP18KeyPointSet"]], "op18_body_max (in module imgutils.pose.format)": [[56, "imgutils.pose.format.OP18_BODY_MAX"]], "op18_body_min (in module imgutils.pose.format)": [[56, "imgutils.pose.format.OP18_BODY_MIN"]], "op18_face_max (in module imgutils.pose.format)": [[56, "imgutils.pose.format.OP18_FACE_MAX"]], "op18_face_min (in module imgutils.pose.format)": [[56, 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"imgutils.pose.format.OpenPose18.RIGHT_ANKLE"]], "right_big_toe (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.RIGHT_BIG_TOE"]], "right_ear (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.RIGHT_EAR"]], "right_elbow (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.RIGHT_ELBOW"]], "right_eye (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.RIGHT_EYE"]], "right_heel (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.RIGHT_HEEL"]], "right_hip (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.RIGHT_HIP"]], "right_knee (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.RIGHT_KNEE"]], "right_shoulder (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.RIGHT_SHOULDER"]], "right_small_toe 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module imgutils.preprocess.torchvision)": [[62, "imgutils.preprocess.torchvision.register_torchvision_transform"]], "notprocessortypeerror (class in imgutils.preprocess.transformers)": [[63, "imgutils.preprocess.transformers.NotProcessorTypeError"]], "convert_to_size_dict() (in module imgutils.preprocess.transformers)": [[63, "imgutils.preprocess.transformers.convert_to_size_dict"]], "create_bit_transforms() (in module imgutils.preprocess.transformers)": [[63, "imgutils.preprocess.transformers.create_bit_transforms"]], "create_blip_transforms() (in module imgutils.preprocess.transformers)": [[63, "imgutils.preprocess.transformers.create_blip_transforms"]], "create_clip_transforms() (in module imgutils.preprocess.transformers)": [[63, "imgutils.preprocess.transformers.create_clip_transforms"]], "create_convnext_transforms() (in module imgutils.preprocess.transformers)": [[63, "imgutils.preprocess.transformers.create_convnext_transforms"]], "create_mobilenetv2_transforms() (in module 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"is_valid_size_dict() (in module imgutils.preprocess.transformers)": [[63, "imgutils.preprocess.transformers.is_valid_size_dict"]], "register_creators_for_transformers() (in module imgutils.preprocess.transformers)": [[63, "imgutils.preprocess.transformers.register_creators_for_transformers"]], "backgroundimageset (class in imgutils.resource.background)": [[64, "imgutils.resource.background.BackgroundImageSet"]], "__init__() (imgutils.resource.background.backgroundimageset method)": [[64, "imgutils.resource.background.BackgroundImageSet.__init__"]], "get_bg_image() (in module imgutils.resource.background)": [[64, "imgutils.resource.background.get_bg_image"]], "get_bg_image_file() (in module imgutils.resource.background)": [[64, "imgutils.resource.background.get_bg_image_file"]], "get_image() (imgutils.resource.background.backgroundimageset method)": [[64, "imgutils.resource.background.BackgroundImageSet.get_image"]], "get_image_file() (imgutils.resource.background.backgroundimageset 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"imgutils.resource": [[65, "module-imgutils.resource"]], "imgutils.restore.adversarial": [[66, "module-imgutils.restore.adversarial"]], "remove_adversarial_noise() (in module imgutils.restore.adversarial)": [[66, "imgutils.restore.adversarial.remove_adversarial_noise"]], "imgutils.restore": [[67, "module-imgutils.restore"]], "imgutils.restore.nafnet": [[68, "module-imgutils.restore.nafnet"]], "restore_with_nafnet() (in module imgutils.restore.nafnet)": [[68, "imgutils.restore.nafnet.restore_with_nafnet"]], "imgutils.restore.scunet": [[69, "module-imgutils.restore.scunet"]], "restore_with_scunet() (in module imgutils.restore.scunet)": [[69, "imgutils.restore.scunet.restore_with_scunet"]], "imgutils.sd": [[70, "module-imgutils.sd"]], "sdmetadata (class in imgutils.sd.metadata)": [[71, "imgutils.sd.metadata.SDMetaData"]], "__str__() (imgutils.sd.metadata.sdmetadata method)": [[71, "imgutils.sd.metadata.SDMetaData.__str__"]], "get_sdmeta_from_image() (in module imgutils.sd.metadata)": 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"imgutils.sd.nai.NAIMetaData.__init__"]], "add_naimeta_to_image() (in module imgutils.sd.nai)": [[73, "imgutils.sd.nai.add_naimeta_to_image"]], "get_naimeta_from_image() (in module imgutils.sd.nai)": [[73, "imgutils.sd.nai.get_naimeta_from_image"]], "imgutils.sd.nai": [[73, "module-imgutils.sd.nai"]], "pnginfo (imgutils.sd.nai.naimetadata property)": [[73, "imgutils.sd.nai.NAIMetaData.pnginfo"]], "save_image_with_naimeta() (in module imgutils.sd.nai)": [[73, "imgutils.sd.nai.save_image_with_naimeta"]], "imgutils.segment": [[74, "module-imgutils.segment"]], "get_isnetis_mask() (in module imgutils.segment.isnetis)": [[75, "imgutils.segment.isnetis.get_isnetis_mask"]], "imgutils.segment.isnetis": [[75, "module-imgutils.segment.isnetis"]], "segment_rgba_with_isnetis() (in module imgutils.segment.isnetis)": [[75, "imgutils.segment.isnetis.segment_rgba_with_isnetis"]], "segment_with_isnetis() (in module imgutils.segment.isnetis)": [[75, "imgutils.segment.isnetis.segment_with_isnetis"]], "drop_blacklisted_tags() (in module imgutils.tagging.blacklist)": [[76, "imgutils.tagging.blacklist.drop_blacklisted_tags"]], "imgutils.tagging.blacklist": [[76, "module-imgutils.tagging.blacklist"]], "is_blacklisted() (in module imgutils.tagging.blacklist)": [[76, "imgutils.tagging.blacklist.is_blacklisted"]], "convert_camie_emb_to_prediction() (in module imgutils.tagging.camie)": [[77, "imgutils.tagging.camie.convert_camie_emb_to_prediction"]], "get_camie_tags() (in module imgutils.tagging.camie)": [[77, "imgutils.tagging.camie.get_camie_tags"]], "imgutils.tagging.camie": [[77, "module-imgutils.tagging.camie"]], "char_prefixes (in module imgutils.tagging.character)": [[78, "imgutils.tagging.character.CHAR_PREFIXES"]], "char_suffixes (in module imgutils.tagging.character)": [[78, "imgutils.tagging.character.CHAR_SUFFIXES"]], "char_whitelist_prefix (in module imgutils.tagging.character)": [[78, "imgutils.tagging.character.CHAR_WHITELIST_PREFIX"]], "char_whitelist_suffix (in module 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"is_basic_character_tag() (in module imgutils.tagging.character)": [[78, "imgutils.tagging.character.is_basic_character_tag"]], "get_deepdanbooru_tags() (in module imgutils.tagging.deepdanbooru)": [[79, "imgutils.tagging.deepdanbooru.get_deepdanbooru_tags"]], "imgutils.tagging.deepdanbooru": [[79, "module-imgutils.tagging.deepdanbooru"]], "get_deepgelbooru_tags() (in module imgutils.tagging.deepgelbooru)": [[80, "imgutils.tagging.deepgelbooru.get_deepgelbooru_tags"]], "imgutils.tagging.deepgelbooru": [[80, "module-imgutils.tagging.deepgelbooru"]], "add_underline() (in module imgutils.tagging.format)": [[81, "imgutils.tagging.format.add_underline"]], "imgutils.tagging.format": [[81, "module-imgutils.tagging.format"]], "remove_underline() (in module imgutils.tagging.format)": [[81, "imgutils.tagging.format.remove_underline"]], "tags_to_text() (in module imgutils.tagging.format)": [[81, "imgutils.tagging.format.tags_to_text"]], "imgutils.tagging": [[82, "module-imgutils.tagging"]], "imgutils.tagging.match": [[83, "module-imgutils.tagging.match"]], "tag_match_full() (in module imgutils.tagging.match)": [[83, "imgutils.tagging.match.tag_match_full"]], "tag_match_prefix() (in module imgutils.tagging.match)": [[83, "imgutils.tagging.match.tag_match_prefix"]], "tag_match_suffix() (in module imgutils.tagging.match)": [[83, "imgutils.tagging.match.tag_match_suffix"]], "get_mldanbooru_tags() (in module imgutils.tagging.mldanbooru)": [[84, "imgutils.tagging.mldanbooru.get_mldanbooru_tags"]], "imgutils.tagging.mldanbooru": [[84, "module-imgutils.tagging.mldanbooru"]], "imgutils.tagging.order": [[85, "module-imgutils.tagging.order"]], "sort_tags() (in module imgutils.tagging.order)": [[85, "imgutils.tagging.order.sort_tags"]], "drop_overlap_tags() (in module imgutils.tagging.overlap)": [[86, "imgutils.tagging.overlap.drop_overlap_tags"]], "imgutils.tagging.overlap": [[86, "module-imgutils.tagging.overlap"]], "convert_wd14_emb_to_prediction() (in module imgutils.tagging.wd14)": [[87, "imgutils.tagging.wd14.convert_wd14_emb_to_prediction"]], "denormalize_wd14_emb() (in module imgutils.tagging.wd14)": [[87, "imgutils.tagging.wd14.denormalize_wd14_emb"]], "get_wd14_tags() (in module imgutils.tagging.wd14)": [[87, "imgutils.tagging.wd14.get_wd14_tags"]], "imgutils.tagging.wd14": [[87, "module-imgutils.tagging.wd14"]], "imgutils.upscale.cdc": [[88, "module-imgutils.upscale.cdc"]], "upscale_with_cdc() (in module imgutils.upscale.cdc)": [[88, "imgutils.upscale.cdc.upscale_with_cdc"]], "imgutils.upscale": [[89, "module-imgutils.upscale"]], "imgutils.utils.cache": [[90, "module-imgutils.utils.cache"]], "ts_lru_cache() (in module imgutils.utils.cache)": [[90, "imgutils.utils.cache.ts_lru_cache"]], "imgutils.utils.func": [[91, "module-imgutils.utils.func"]], "sigmoid() (in module imgutils.utils.func)": [[91, "imgutils.utils.func.sigmoid"]], "imgutils.utils": [[92, "module-imgutils.utils"]], "get_onnx_provider() (in module 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"imgutils.validate.classify.anime_classify"]], "anime_classify_score() (in module imgutils.validate.classify)": [[96, "imgutils.validate.classify.anime_classify_score"]], "imgutils.validate.classify": [[96, "module-imgutils.validate.classify"]], "imgutils.validate.color": [[97, "module-imgutils.validate.color"]], "is_greyscale() (in module imgutils.validate.color)": [[97, "imgutils.validate.color.is_greyscale"]], "anime_completeness() (in module imgutils.validate.completeness)": [[98, "imgutils.validate.completeness.anime_completeness"]], "anime_completeness_score() (in module imgutils.validate.completeness)": [[98, "imgutils.validate.completeness.anime_completeness_score"]], "imgutils.validate.completeness": [[98, "module-imgutils.validate.completeness"]], "anime_dbrating() (in module imgutils.validate.dbrating)": [[99, "imgutils.validate.dbrating.anime_dbrating"]], "anime_dbrating_score() (in module imgutils.validate.dbrating)": [[99, "imgutils.validate.dbrating.anime_dbrating_score"]], "imgutils.validate.dbrating": [[99, "module-imgutils.validate.dbrating"]], "anime_furry() (in module imgutils.validate.furry)": [[100, "imgutils.validate.furry.anime_furry"]], "anime_furry_score() (in module imgutils.validate.furry)": [[100, "imgutils.validate.furry.anime_furry_score"]], "imgutils.validate.furry": [[100, "module-imgutils.validate.furry"]], "imgutils.validate": [[101, "module-imgutils.validate"]], "get_monochrome_score() (in module imgutils.validate.monochrome)": [[102, "imgutils.validate.monochrome.get_monochrome_score"]], "imgutils.validate.monochrome": [[102, "module-imgutils.validate.monochrome"]], "is_monochrome() (in module imgutils.validate.monochrome)": [[102, "imgutils.validate.monochrome.is_monochrome"]], "imgutils.validate.nsfw": [[103, "module-imgutils.validate.nsfw"]], "nsfw_pred() (in module imgutils.validate.nsfw)": [[103, "imgutils.validate.nsfw.nsfw_pred"]], "nsfw_pred_score() (in module 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"create_transforms_from_vit_processor() (in module imgutils.preprocess.transformers)": [[63, "imgutils.preprocess.transformers.create_transforms_from_vit_processor"]], "create_vit_transforms() (in module imgutils.preprocess.transformers)": [[63, "imgutils.preprocess.transformers.create_vit_transforms"]], "get_size_dict() (in module imgutils.preprocess.transformers)": [[63, "imgutils.preprocess.transformers.get_size_dict"]], "imgutils.preprocess.transformers": [[63, "module-imgutils.preprocess.transformers"]], "is_valid_size_dict() (in module imgutils.preprocess.transformers)": [[63, "imgutils.preprocess.transformers.is_valid_size_dict"]], "register_creators_for_transformers() (in module imgutils.preprocess.transformers)": [[63, "imgutils.preprocess.transformers.register_creators_for_transformers"]], "backgroundimageset (class in imgutils.resource.background)": [[64, "imgutils.resource.background.BackgroundImageSet"]], "__init__() (imgutils.resource.background.backgroundimageset 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"imgutils.restore.nafnet.restore_with_nafnet"]], "imgutils.restore.scunet": [[69, "module-imgutils.restore.scunet"]], "restore_with_scunet() (in module imgutils.restore.scunet)": [[69, "imgutils.restore.scunet.restore_with_scunet"]], "imgutils.sd": [[70, "module-imgutils.sd"]], "sdmetadata (class in imgutils.sd.metadata)": [[71, "imgutils.sd.metadata.SDMetaData"]], "__str__() (imgutils.sd.metadata.sdmetadata method)": [[71, "imgutils.sd.metadata.SDMetaData.__str__"]], "get_sdmeta_from_image() (in module imgutils.sd.metadata)": [[71, "imgutils.sd.metadata.get_sdmeta_from_image"]], "imgutils.sd.metadata": [[71, "module-imgutils.sd.metadata"]], "parse_sdmeta_from_text() (in module imgutils.sd.metadata)": [[71, "imgutils.sd.metadata.parse_sdmeta_from_text"]], "pnginfo (imgutils.sd.metadata.sdmetadata property)": [[71, "imgutils.sd.metadata.SDMetaData.pnginfo"]], "save_image_with_sdmeta() (in module imgutils.sd.metadata)": [[71, "imgutils.sd.metadata.save_image_with_sdmeta"]], "text 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--- 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": "2025-09-09T10:44:33.399196Z", - "iopub.status.busy": "2025-09-09T10:44:33.398695Z", - "iopub.status.idle": "2025-09-09T10:44:34.560673Z", - "shell.execute_reply": "2025-09-09T10:44:34.559957Z" + "iopub.execute_input": "2025-09-09T15:35:51.587792Z", + "iopub.status.busy": "2025-09-09T15:35:51.587317Z", + "iopub.status.idle": "2025-09-09T15:35:52.747103Z", + "shell.execute_reply": "2025-09-09T15:35:52.746367Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3027.04075 MHz\n", + "CPU Freq: 3030.737 MHz\n", "Memory Size: 15.621 GiB\n", "Has CUDA: No\n" ] diff --git a/dev/attachments/.doctrees/nbsphinx/information/environment.result.ipynb 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"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 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"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 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"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, 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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"]], 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"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, 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"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 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(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, 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"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, 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"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, 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--git a/dev/pixai-tagger/.doctrees/information/environment.result.doctree b/dev/pixai-tagger/.doctrees/information/environment.result.doctree index 86eb31384fc53cef91c4766b64513e4e2b641a8f..c59b83e2c4e305b3308ce02544361a843d7320f4 100644 Binary files a/dev/pixai-tagger/.doctrees/information/environment.result.doctree and b/dev/pixai-tagger/.doctrees/information/environment.result.doctree differ diff --git a/dev/pixai-tagger/.doctrees/nbsphinx/information/environment.ipynb b/dev/pixai-tagger/.doctrees/nbsphinx/information/environment.ipynb index a345b46ab84b7ed5b258c0be8ce257726fa7c796..e715aebf6b0c11cefceb5a2f0aebc6af09dcb5c9 100644 --- a/dev/pixai-tagger/.doctrees/nbsphinx/information/environment.ipynb +++ b/dev/pixai-tagger/.doctrees/nbsphinx/information/environment.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-09-09T10:41:00.300544Z", - "iopub.status.busy": "2025-09-09T10:41:00.300333Z", - "iopub.status.idle": "2025-09-09T10:41:01.467928Z", - "shell.execute_reply": "2025-09-09T10:41:01.467156Z" + "iopub.execute_input": "2025-09-09T15:32:23.717610Z", + "iopub.status.busy": "2025-09-09T15:32:23.717148Z", + "iopub.status.idle": "2025-09-09T15:32:24.882020Z", + "shell.execute_reply": "2025-09-09T15:32:24.881229Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3095.57925 MHz\n", + "CPU Freq: 3261.98625 MHz\n", "Memory Size: 15.621 GiB\n", "Has CUDA: No\n" ] diff --git a/dev/pixai-tagger/.doctrees/nbsphinx/information/environment.result.ipynb b/dev/pixai-tagger/.doctrees/nbsphinx/information/environment.result.ipynb index 9a9f97e6fa7bc533f87c77c6f1328781bbae818c..8686dda4f9dc27eeab63dcfc39c6fa3bd8a4ea95 100644 --- a/dev/pixai-tagger/.doctrees/nbsphinx/information/environment.result.ipynb +++ b/dev/pixai-tagger/.doctrees/nbsphinx/information/environment.result.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-09-09T10:38:23.584906Z", - "iopub.status.busy": "2025-09-09T10:38:23.584562Z", - "iopub.status.idle": "2025-09-09T10:38:24.753553Z", - "shell.execute_reply": "2025-09-09T10:38:24.752799Z" + "iopub.execute_input": "2025-09-09T15:29:49.607143Z", + "iopub.status.busy": "2025-09-09T15:29:49.606808Z", + "iopub.status.idle": "2025-09-09T15:29:50.774298Z", + "shell.execute_reply": "2025-09-09T15:29:50.773427Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3242.06375 MHz\n", + "CPU Freq: 3020.62925 MHz\n", "Memory Size: 15.621 GiB\n", "Has CUDA: No\n" ] diff --git a/dev/pixai-tagger/.doctrees/tutorials/installation/index.doctree b/dev/pixai-tagger/.doctrees/tutorials/installation/index.doctree index eb2a66b17036d2cb5d40a42f52439e10aade633b..cea7159d9f3db772617c90b34728f6b78a7cc3dd 100644 Binary files a/dev/pixai-tagger/.doctrees/tutorials/installation/index.doctree and b/dev/pixai-tagger/.doctrees/tutorials/installation/index.doctree differ diff --git a/dev/pixai-tagger/.doctrees/tutorials/quick_start/index.doctree b/dev/pixai-tagger/.doctrees/tutorials/quick_start/index.doctree index 43f526616adcd5fd42e7adf7a04ea2687156d13e..837b227549260e329c0b188364fbf22c372b38de 100644 Binary files a/dev/pixai-tagger/.doctrees/tutorials/quick_start/index.doctree and b/dev/pixai-tagger/.doctrees/tutorials/quick_start/index.doctree differ diff --git a/dev/pixai-tagger/_modules/imgutils/tagging/pixai.html b/dev/pixai-tagger/_modules/imgutils/tagging/pixai.html index e5fb739c85e9d245f2e020c5d143d5518b1a4311..aacc3080fa30a7279b9cd53e9269b251e6d5dd38 100644 --- a/dev/pixai-tagger/_modules/imgutils/tagging/pixai.html +++ b/dev/pixai-tagger/_modules/imgutils/tagging/pixai.html @@ -324,7 +324,7 @@ :param image: The input image to analyze (file path, PIL Image, numpy array, etc.) :type image: ImageTyping - :param model_name: Name or path of the PixAI tagger model to use + :param model_name: Name or repository ID of the PixAI tagger model to use :type model_name: str :param thresholds: Confidence threshold values. Can be a single float applied to all categories, or a dictionary mapping category IDs/names to specific thresholds @@ -357,6 +357,17 @@ Default category thresholds are used if not specified. These vary by model and category but typically range from 0.35 to 0.5. + You can extract embedding of the given image with the following code + + >>> from imgutils.tagging import get_pixai_tags + >>> + >>> embedding = get_pixai_tags('skadi.jpg', fmt='embedding') + >>> embedding.shape + (1024, ) + + This embedding is valuable for constructing indices that enable rapid querying of images based on + visual features within large-scale datasets. + Example:: >>> from imgutils.tagging.pixai import get_pixai_tags >>> @@ -426,16 +437,16 @@ tags.update(cate_tags) values['tag'] = tags - ips_mapping, ips_counts = {}, defaultdict(lambda: 0) if 'ips' in df_tags.columns: + ips_mapping, ips_counts = {}, defaultdict(lambda: 0) for tag, _ in tags.items(): if tag in d_ips: ips_mapping[tag] = d_ips[tag] for ip_name in d_ips[tag]: ips_counts[ip_name] += 1 - values['ips_mapping'] = ips_mapping - values['ips_count'] = dict(ips_counts) - values['ips'] = [x for x, _ in sorted(ips_counts.items(), key=lambda x: (-x[1], x[0]))] + values['ips_mapping'] = ips_mapping + values['ips_count'] = dict(ips_counts) + values['ips'] = [x for x, _ in sorted(ips_counts.items(), key=lambda x: (-x[1], x[0]))] return vreplace(fmt, values) diff --git a/dev/pixai-tagger/_sources/information/environment.result.ipynb.txt b/dev/pixai-tagger/_sources/information/environment.result.ipynb.txt index 9a9f97e6fa7bc533f87c77c6f1328781bbae818c..8686dda4f9dc27eeab63dcfc39c6fa3bd8a4ea95 100644 --- a/dev/pixai-tagger/_sources/information/environment.result.ipynb.txt +++ b/dev/pixai-tagger/_sources/information/environment.result.ipynb.txt @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-09-09T10:38:23.584906Z", - "iopub.status.busy": "2025-09-09T10:38:23.584562Z", - "iopub.status.idle": "2025-09-09T10:38:24.753553Z", - "shell.execute_reply": "2025-09-09T10:38:24.752799Z" + "iopub.execute_input": "2025-09-09T15:29:49.607143Z", + "iopub.status.busy": "2025-09-09T15:29:49.606808Z", + "iopub.status.idle": "2025-09-09T15:29:50.774298Z", + "shell.execute_reply": "2025-09-09T15:29:50.773427Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3242.06375 MHz\n", + "CPU Freq: 3020.62925 MHz\n", "Memory Size: 15.621 GiB\n", "Has CUDA: No\n" ] diff --git a/dev/pixai-tagger/api_doc/tagging/pixai.html b/dev/pixai-tagger/api_doc/tagging/pixai.html index 458a6c51873f0f0eecdf2a0d0b4ad97b4000fd52..d9275adec4ec96c683e65f946c87311e7ad759eb 100644 --- a/dev/pixai-tagger/api_doc/tagging/pixai.html +++ b/dev/pixai-tagger/api_doc/tagging/pixai.html @@ -175,7 +175,7 @@ be customized to return specific categories or all tags together.

Parameters:

Default category thresholds are used if not specified. These vary by model and category but typically range from 0.35 to 0.5.

+

You can extract embedding of the given image with the following code

+
>>> from imgutils.tagging import get_pixai_tags
+>>>
+>>> embedding = get_pixai_tags('skadi.jpg', fmt='embedding')
+>>> embedding.shape
+(1024, )
+
+
+

This embedding is valuable for constructing indices that enable rapid querying of images based on +visual features within large-scale datasets.

Example::
>>> from imgutils.tagging.pixai import get_pixai_tags
diff --git a/dev/pixai-tagger/information/environment.html b/dev/pixai-tagger/information/environment.html
index f6afafde7e6e0f1d2aeba48a2439fc37e6ac3d5c..d67a5910e075d17afc323b4ca3be38d705018a15 100644
--- a/dev/pixai-tagger/information/environment.html
+++ b/dev/pixai-tagger/information/environment.html
@@ -139,7 +139,7 @@ OS: Linux-6.11.0-1018-azure-x86_64-with-glibc2.34
 Python: CPython 3.8.18
 CPU Brand: AMD EPYC 7763 64-Core Processor
 CPU Count: 4
-CPU Freq: 3095.57925 MHz
+CPU Freq: 3261.98625 MHz
 Memory Size: 15.621 GiB
 Has CUDA: No
diff --git a/dev/pixai-tagger/information/environment.ipynb b/dev/pixai-tagger/information/environment.ipynb index a345b46ab84b7ed5b258c0be8ce257726fa7c796..e715aebf6b0c11cefceb5a2f0aebc6af09dcb5c9 100644 --- a/dev/pixai-tagger/information/environment.ipynb +++ b/dev/pixai-tagger/information/environment.ipynb @@ -29,10 +29,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2025-09-09T10:41:00.300544Z", - "iopub.status.busy": "2025-09-09T10:41:00.300333Z", - "iopub.status.idle": "2025-09-09T10:41:01.467928Z", - "shell.execute_reply": "2025-09-09T10:41:01.467156Z" + "iopub.execute_input": "2025-09-09T15:32:23.717610Z", + "iopub.status.busy": "2025-09-09T15:32:23.717148Z", + "iopub.status.idle": "2025-09-09T15:32:24.882020Z", + "shell.execute_reply": "2025-09-09T15:32:24.881229Z" }, "pycharm": { "name": "#%%\n" @@ -53,7 +53,7 @@ "text": [ "CPU Brand: AMD EPYC 7763 64-Core Processor\n", "CPU Count: 4\n", - "CPU Freq: 3095.57925 MHz\n", + "CPU Freq: 3261.98625 MHz\n", "Memory Size: 15.621 GiB\n", "Has CUDA: No\n" ] diff --git a/dev/pixai-tagger/information/environment.result.html b/dev/pixai-tagger/information/environment.result.html index bedae40b1c0e05e7d2f1d6694117d6695c3a0363..1541fb5aac796f63e4237f3075ffe60c06d8b0b7 100644 --- a/dev/pixai-tagger/information/environment.result.html +++ b/dev/pixai-tagger/information/environment.result.html @@ -141,7 +141,7 @@ OS: Linux-6.11.0-1018-azure-x86_64-with-glibc2.34 Python: CPython 3.8.18 CPU Brand: AMD EPYC 7763 64-Core Processor CPU Count: 4 -CPU Freq: 3242.06375 MHz +CPU Freq: 3020.62925 MHz Memory Size: 15.621 GiB Has CUDA: No diff --git a/dev/pixai-tagger/information/environment.result.ipynb b/dev/pixai-tagger/information/environment.result.ipynb index 9a9f97e6fa7bc533f87c77c6f1328781bbae818c..8686dda4f9dc27eeab63dcfc39c6fa3bd8a4ea95 100644 --- a/dev/pixai-tagger/information/environment.result.ipynb +++ b/dev/pixai-tagger/information/environment.result.ipynb @@ -29,10 +29,10 @@ 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"censor_area() (imgutils.operate.imgcensor.imagebasedcensor method)": [[52, "imgutils.operate.imgcensor.ImageBasedCensor.censor_area"]], "find_for_area() (imgutils.operate.imgcensor.singleimage method)": [[52, "imgutils.operate.imgcensor.SingleImage.find_for_area"]], "height (imgutils.operate.imgcensor.singleimage property)": [[52, "imgutils.operate.imgcensor.SingleImage.height"]], "imgutils.operate.imgcensor": [[52, "module-imgutils.operate.imgcensor"]], "width (imgutils.operate.imgcensor.singleimage property)": [[52, "imgutils.operate.imgcensor.SingleImage.width"]], "imgutils.operate": [[53, "module-imgutils.operate"]], "imgutils.operate.squeeze": [[54, "module-imgutils.operate.squeeze"]], "squeeze() (in module imgutils.operate.squeeze)": [[54, "imgutils.operate.squeeze.squeeze"]], "squeeze_with_transparency() (in module imgutils.operate.squeeze)": [[54, "imgutils.operate.squeeze.squeeze_with_transparency"]], "dwpose_estimate() (in module imgutils.pose.dwpose)": [[55, 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"left_shoulder (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.LEFT_SHOULDER"]], "left_small_toe (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.LEFT_SMALL_TOE"]], "left_wrist (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.LEFT_WRIST"]], "neck (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.NECK"]], "nose (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.NOSE"]], "op18keypointset (class in imgutils.pose.format)": [[56, "imgutils.pose.format.OP18KeyPointSet"]], "op18_body_max (in module imgutils.pose.format)": [[56, "imgutils.pose.format.OP18_BODY_MAX"]], "op18_body_min (in module imgutils.pose.format)": [[56, "imgutils.pose.format.OP18_BODY_MIN"]], "op18_face_max (in module imgutils.pose.format)": [[56, "imgutils.pose.format.OP18_FACE_MAX"]], "op18_face_min (in module imgutils.pose.format)": [[56, 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"imgutils.pose.format.OpenPose18.RIGHT_ANKLE"]], "right_big_toe (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.RIGHT_BIG_TOE"]], "right_ear (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.RIGHT_EAR"]], "right_elbow (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.RIGHT_ELBOW"]], "right_eye (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.RIGHT_EYE"]], "right_heel (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.RIGHT_HEEL"]], "right_hip (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.RIGHT_HIP"]], "right_knee (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.RIGHT_KNEE"]], "right_shoulder (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.RIGHT_SHOULDER"]], "right_small_toe (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.RIGHT_SMALL_TOE"]], "right_wrist (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.RIGHT_WRIST"]], "__init__() (imgutils.pose.format.op18keypointset method)": [[56, "imgutils.pose.format.OP18KeyPointSet.__init__"]], "__mul__() (imgutils.pose.format.op18keypointset method)": [[56, "imgutils.pose.format.OP18KeyPointSet.__mul__"]], "__truediv__() (imgutils.pose.format.op18keypointset method)": [[56, "imgutils.pose.format.OP18KeyPointSet.__truediv__"]], "body (imgutils.pose.format.op18keypointset property)": [[56, "imgutils.pose.format.OP18KeyPointSet.body"]], "face (imgutils.pose.format.op18keypointset property)": [[56, "imgutils.pose.format.OP18KeyPointSet.face"]], "imgutils.pose.format": [[56, "module-imgutils.pose.format"]], "left_foot (imgutils.pose.format.op18keypointset property)": [[56, "imgutils.pose.format.OP18KeyPointSet.left_foot"]], "left_hand 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"censor_area() (imgutils.operate.censor_.colorcensor method)": [[51, "imgutils.operate.censor_.ColorCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.pixelatecensor method)": [[51, "imgutils.operate.censor_.PixelateCensor.censor_area"]], "censor_areas() (in module imgutils.operate.censor_)": [[51, "imgutils.operate.censor_.censor_areas"]], "censor_nsfw() (in module imgutils.operate.censor_)": [[51, "imgutils.operate.censor_.censor_nsfw"]], "imgutils.operate.censor_": [[51, "module-imgutils.operate.censor_"]], "register_censor_method() (in module imgutils.operate.censor_)": [[51, "imgutils.operate.censor_.register_censor_method"]], "emojibasedcensor (class in imgutils.operate.imgcensor)": [[52, "imgutils.operate.imgcensor.EmojiBasedCensor"]], "imagebasedcensor (class in imgutils.operate.imgcensor)": [[52, "imgutils.operate.imgcensor.ImageBasedCensor"]], "singleimage (class in imgutils.operate.imgcensor)": [[52, "imgutils.operate.imgcensor.SingleImage"]], "__init__() 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imgutils.pose.format)": [[56, "imgutils.pose.format.OP18_RIGHT_HAND_MAX"]], "op18_right_hand_min (in module imgutils.pose.format)": [[56, "imgutils.pose.format.OP18_RIGHT_HAND_MIN"]], "right_ankle (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.RIGHT_ANKLE"]], "right_big_toe (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.RIGHT_BIG_TOE"]], "right_ear (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.RIGHT_EAR"]], "right_elbow (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.RIGHT_ELBOW"]], "right_eye (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.RIGHT_EYE"]], "right_heel (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.RIGHT_HEEL"]], "right_hip (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.RIGHT_HIP"]], "right_knee 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"random_image() (imgutils.resource.background.backgroundimageset method)": [[64, "imgutils.resource.background.BackgroundImageSet.random_image"]], "random_image_file() (imgutils.resource.background.backgroundimageset method)": [[64, "imgutils.resource.background.BackgroundImageSet.random_image_file"]], "imgutils.resource": [[65, "module-imgutils.resource"]], "imgutils.restore.adversarial": [[66, "module-imgutils.restore.adversarial"]], "remove_adversarial_noise() (in module imgutils.restore.adversarial)": [[66, "imgutils.restore.adversarial.remove_adversarial_noise"]], "imgutils.restore": [[67, "module-imgutils.restore"]], "imgutils.restore.nafnet": [[68, "module-imgutils.restore.nafnet"]], "restore_with_nafnet() (in module imgutils.restore.nafnet)": [[68, "imgutils.restore.nafnet.restore_with_nafnet"]], "imgutils.restore.scunet": [[69, "module-imgutils.restore.scunet"]], "restore_with_scunet() (in module imgutils.restore.scunet)": [[69, "imgutils.restore.scunet.restore_with_scunet"]], "imgutils.sd": [[70, "module-imgutils.sd"]], "sdmetadata (class in imgutils.sd.metadata)": [[71, "imgutils.sd.metadata.SDMetaData"]], "__str__() (imgutils.sd.metadata.sdmetadata method)": [[71, "imgutils.sd.metadata.SDMetaData.__str__"]], "get_sdmeta_from_image() (in module imgutils.sd.metadata)": [[71, "imgutils.sd.metadata.get_sdmeta_from_image"]], "imgutils.sd.metadata": [[71, "module-imgutils.sd.metadata"]], "parse_sdmeta_from_text() (in module imgutils.sd.metadata)": [[71, "imgutils.sd.metadata.parse_sdmeta_from_text"]], "pnginfo (imgutils.sd.metadata.sdmetadata property)": [[71, "imgutils.sd.metadata.SDMetaData.pnginfo"]], "save_image_with_sdmeta() (in module imgutils.sd.metadata)": [[71, "imgutils.sd.metadata.save_image_with_sdmeta"]], "text (imgutils.sd.metadata.sdmetadata property)": [[71, "imgutils.sd.metadata.SDMetaData.text"]], "imgutils.sd.model": [[72, "module-imgutils.sd.model"]], "read_metadata() (in module imgutils.sd.model)": [[72, "imgutils.sd.model.read_metadata"]], "save_with_metadata() (in module imgutils.sd.model)": [[72, "imgutils.sd.model.save_with_metadata"]], "naimetadata (class in imgutils.sd.nai)": [[73, "imgutils.sd.nai.NAIMetaData"], [73, "imgutils.sd.nai.NAIMetadata"]], "__init__() (imgutils.sd.nai.naimetadata method)": [[73, "imgutils.sd.nai.NAIMetaData.__init__"]], "add_naimeta_to_image() (in module imgutils.sd.nai)": [[73, "imgutils.sd.nai.add_naimeta_to_image"]], "get_naimeta_from_image() (in module imgutils.sd.nai)": [[73, "imgutils.sd.nai.get_naimeta_from_image"]], "imgutils.sd.nai": [[73, "module-imgutils.sd.nai"]], "pnginfo (imgutils.sd.nai.naimetadata property)": [[73, "imgutils.sd.nai.NAIMetaData.pnginfo"]], "save_image_with_naimeta() (in module imgutils.sd.nai)": [[73, "imgutils.sd.nai.save_image_with_naimeta"]], "imgutils.segment": [[74, "module-imgutils.segment"]], "get_isnetis_mask() (in module imgutils.segment.isnetis)": [[75, "imgutils.segment.isnetis.get_isnetis_mask"]], "imgutils.segment.isnetis": [[75, "module-imgutils.segment.isnetis"]], "segment_rgba_with_isnetis() (in module imgutils.segment.isnetis)": [[75, "imgutils.segment.isnetis.segment_rgba_with_isnetis"]], "segment_with_isnetis() (in module imgutils.segment.isnetis)": [[75, "imgutils.segment.isnetis.segment_with_isnetis"]], "drop_blacklisted_tags() (in module imgutils.tagging.blacklist)": [[76, "imgutils.tagging.blacklist.drop_blacklisted_tags"]], "imgutils.tagging.blacklist": [[76, "module-imgutils.tagging.blacklist"]], "is_blacklisted() (in module imgutils.tagging.blacklist)": [[76, "imgutils.tagging.blacklist.is_blacklisted"]], "convert_camie_emb_to_prediction() (in module imgutils.tagging.camie)": [[77, "imgutils.tagging.camie.convert_camie_emb_to_prediction"]], "get_camie_tags() (in module imgutils.tagging.camie)": [[77, "imgutils.tagging.camie.get_camie_tags"]], "imgutils.tagging.camie": [[77, "module-imgutils.tagging.camie"]], "char_prefixes (in module imgutils.tagging.character)": [[78, "imgutils.tagging.character.CHAR_PREFIXES"]], "char_suffixes (in module imgutils.tagging.character)": [[78, "imgutils.tagging.character.CHAR_SUFFIXES"]], "char_whitelist_prefix (in module imgutils.tagging.character)": [[78, "imgutils.tagging.character.CHAR_WHITELIST_PREFIX"]], "char_whitelist_suffix (in module imgutils.tagging.character)": [[78, "imgutils.tagging.character.CHAR_WHITELIST_SUFFIX"]], "char_whitelist_word (in module imgutils.tagging.character)": [[78, "imgutils.tagging.character.CHAR_WHITELIST_WORD"]], "charactertagpool (class in imgutils.tagging.character)": [[78, "imgutils.tagging.character.CharacterTagPool"]], "__init__() (imgutils.tagging.character.charactertagpool method)": [[78, "imgutils.tagging.character.CharacterTagPool.__init__"]], "drop_basic_character_tags() (imgutils.tagging.character.charactertagpool method)": [[78, "imgutils.tagging.character.CharacterTagPool.drop_basic_character_tags"]], "drop_basic_character_tags() (in module imgutils.tagging.character)": 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"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, 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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 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"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 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"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 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"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() 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"censor_area() (imgutils.operate.censor_.colorcensor method)": [[51, "imgutils.operate.censor_.ColorCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.pixelatecensor method)": [[51, "imgutils.operate.censor_.PixelateCensor.censor_area"]], "censor_areas() (in module imgutils.operate.censor_)": [[51, "imgutils.operate.censor_.censor_areas"]], "censor_nsfw() (in module imgutils.operate.censor_)": [[51, "imgutils.operate.censor_.censor_nsfw"]], "imgutils.operate.censor_": [[51, "module-imgutils.operate.censor_"]], "register_censor_method() (in module imgutils.operate.censor_)": [[51, "imgutils.operate.censor_.register_censor_method"]], "emojibasedcensor (class in imgutils.operate.imgcensor)": [[52, "imgutils.operate.imgcensor.EmojiBasedCensor"]], "imagebasedcensor (class in imgutils.operate.imgcensor)": [[52, "imgutils.operate.imgcensor.ImageBasedCensor"]], "singleimage (class in imgutils.operate.imgcensor)": [[52, "imgutils.operate.imgcensor.SingleImage"]], "__init__() 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"left_big_toe (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.LEFT_BIG_TOE"]], "left_ear (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.LEFT_EAR"]], "left_elbow (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.LEFT_ELBOW"]], "left_eye (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.LEFT_EYE"]], "left_heel (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.LEFT_HEEL"]], "left_hip (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.LEFT_HIP"]], "left_knee (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.LEFT_KNEE"]], "left_shoulder (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.LEFT_SHOULDER"]], "left_small_toe (imgutils.pose.format.openpose18 attribute)": [[56, 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imgutils.pose.format)": [[56, "imgutils.pose.format.OP18_LEFT_FOOT_MIN"]], "op18_left_hand_max (in module imgutils.pose.format)": [[56, "imgutils.pose.format.OP18_LEFT_HAND_MAX"]], "op18_left_hand_min (in module imgutils.pose.format)": [[56, "imgutils.pose.format.OP18_LEFT_HAND_MIN"]], "op18_right_foot_max (in module imgutils.pose.format)": [[56, "imgutils.pose.format.OP18_RIGHT_FOOT_MAX"]], "op18_right_foot_min (in module imgutils.pose.format)": [[56, "imgutils.pose.format.OP18_RIGHT_FOOT_MIN"]], "op18_right_hand_max (in module imgutils.pose.format)": [[56, "imgutils.pose.format.OP18_RIGHT_HAND_MAX"]], "op18_right_hand_min (in module imgutils.pose.format)": [[56, "imgutils.pose.format.OP18_RIGHT_HAND_MIN"]], "right_ankle (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.RIGHT_ANKLE"]], "right_big_toe (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.RIGHT_BIG_TOE"]], "right_ear (imgutils.pose.format.openpose18 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"module-imgutils.tagging.blacklist"]], "is_blacklisted() (in module imgutils.tagging.blacklist)": [[76, "imgutils.tagging.blacklist.is_blacklisted"]], "convert_camie_emb_to_prediction() (in module imgutils.tagging.camie)": [[77, "imgutils.tagging.camie.convert_camie_emb_to_prediction"]], "get_camie_tags() (in module imgutils.tagging.camie)": [[77, "imgutils.tagging.camie.get_camie_tags"]], "imgutils.tagging.camie": [[77, "module-imgutils.tagging.camie"]], "char_prefixes (in module imgutils.tagging.character)": [[78, "imgutils.tagging.character.CHAR_PREFIXES"]], "char_suffixes (in module imgutils.tagging.character)": [[78, "imgutils.tagging.character.CHAR_SUFFIXES"]], "char_whitelist_prefix (in module imgutils.tagging.character)": [[78, "imgutils.tagging.character.CHAR_WHITELIST_PREFIX"]], "char_whitelist_suffix (in module imgutils.tagging.character)": [[78, "imgutils.tagging.character.CHAR_WHITELIST_SUFFIX"]], "char_whitelist_word (in module imgutils.tagging.character)": [[78, "imgutils.tagging.character.CHAR_WHITELIST_WORD"]], "charactertagpool (class in imgutils.tagging.character)": [[78, "imgutils.tagging.character.CharacterTagPool"]], "__init__() (imgutils.tagging.character.charactertagpool method)": [[78, "imgutils.tagging.character.CharacterTagPool.__init__"]], "drop_basic_character_tags() (imgutils.tagging.character.charactertagpool method)": [[78, "imgutils.tagging.character.CharacterTagPool.drop_basic_character_tags"]], "drop_basic_character_tags() (in module imgutils.tagging.character)": [[78, "imgutils.tagging.character.drop_basic_character_tags"]], "imgutils.tagging.character": [[78, "module-imgutils.tagging.character"]], "is_basic_character_tag() (imgutils.tagging.character.charactertagpool method)": [[78, "imgutils.tagging.character.CharacterTagPool.is_basic_character_tag"]], "is_basic_character_tag() (in module imgutils.tagging.character)": [[78, "imgutils.tagging.character.is_basic_character_tag"]], "get_deepdanbooru_tags() (in module 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"tag_match_prefix() (in module imgutils.tagging.match)": [[83, "imgutils.tagging.match.tag_match_prefix"]], "tag_match_suffix() (in module imgutils.tagging.match)": [[83, "imgutils.tagging.match.tag_match_suffix"]], "get_mldanbooru_tags() (in module imgutils.tagging.mldanbooru)": [[84, "imgutils.tagging.mldanbooru.get_mldanbooru_tags"]], "imgutils.tagging.mldanbooru": [[84, "module-imgutils.tagging.mldanbooru"]], "imgutils.tagging.order": [[85, "module-imgutils.tagging.order"]], "sort_tags() (in module imgutils.tagging.order)": [[85, "imgutils.tagging.order.sort_tags"]], "drop_overlap_tags() (in module imgutils.tagging.overlap)": [[86, "imgutils.tagging.overlap.drop_overlap_tags"]], "imgutils.tagging.overlap": [[86, "module-imgutils.tagging.overlap"]], "convert_wd14_emb_to_prediction() (in module imgutils.tagging.wd14)": [[87, "imgutils.tagging.wd14.convert_wd14_emb_to_prediction"]], "denormalize_wd14_emb() (in module imgutils.tagging.wd14)": [[87, "imgutils.tagging.wd14.denormalize_wd14_emb"]], "get_wd14_tags() (in module imgutils.tagging.wd14)": [[87, "imgutils.tagging.wd14.get_wd14_tags"]], "imgutils.tagging.wd14": [[87, "module-imgutils.tagging.wd14"]], "imgutils.upscale.cdc": [[88, "module-imgutils.upscale.cdc"]], "upscale_with_cdc() (in module imgutils.upscale.cdc)": [[88, "imgutils.upscale.cdc.upscale_with_cdc"]], "imgutils.upscale": [[89, "module-imgutils.upscale"]], "imgutils.utils.cache": [[90, "module-imgutils.utils.cache"]], "ts_lru_cache() (in module imgutils.utils.cache)": [[90, "imgutils.utils.cache.ts_lru_cache"]], "imgutils.utils.func": [[91, "module-imgutils.utils.func"]], "sigmoid() (in module imgutils.utils.func)": [[91, "imgutils.utils.func.sigmoid"]], "imgutils.utils": [[92, "module-imgutils.utils"]], "get_onnx_provider() (in module imgutils.utils.onnxruntime)": [[93, "imgutils.utils.onnxruntime.get_onnx_provider"]], "imgutils.utils.onnxruntime": [[93, "module-imgutils.utils.onnxruntime"]], 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"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"]], 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"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, 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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)": 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(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, 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"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)": 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"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"]], 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"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, 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"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, 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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)": 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(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, 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"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, 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"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__() 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"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"]], "convert_camie_emb_to_prediction() (in module imgutils.tagging.camie)": [[74, "imgutils.tagging.camie.convert_camie_emb_to_prediction"]], "get_camie_tags() (in module imgutils.tagging.camie)": [[74, "imgutils.tagging.camie.get_camie_tags"]], "imgutils.tagging.camie": [[74, "module-imgutils.tagging.camie"]], "char_prefixes (in module imgutils.tagging.character)": [[75, "imgutils.tagging.character.CHAR_PREFIXES"]], "char_suffixes (in module imgutils.tagging.character)": [[75, "imgutils.tagging.character.CHAR_SUFFIXES"]], "char_whitelist_prefix (in module imgutils.tagging.character)": [[75, "imgutils.tagging.character.CHAR_WHITELIST_PREFIX"]], "char_whitelist_suffix (in module imgutils.tagging.character)": [[75, "imgutils.tagging.character.CHAR_WHITELIST_SUFFIX"]], "char_whitelist_word (in module imgutils.tagging.character)": [[75, "imgutils.tagging.character.CHAR_WHITELIST_WORD"]], "charactertagpool (class in imgutils.tagging.character)": [[75, "imgutils.tagging.character.CharacterTagPool"]], "__init__() (imgutils.tagging.character.charactertagpool method)": [[75, "imgutils.tagging.character.CharacterTagPool.__init__"]], "drop_basic_character_tags() (imgutils.tagging.character.charactertagpool method)": [[75, "imgutils.tagging.character.CharacterTagPool.drop_basic_character_tags"]], "drop_basic_character_tags() (in module imgutils.tagging.character)": 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imgutils.tagging.order)": [[82, "imgutils.tagging.order.sort_tags"]], "drop_overlap_tags() (in module imgutils.tagging.overlap)": [[83, "imgutils.tagging.overlap.drop_overlap_tags"]], "imgutils.tagging.overlap": [[83, "module-imgutils.tagging.overlap"]], "convert_wd14_emb_to_prediction() (in module imgutils.tagging.wd14)": [[84, "imgutils.tagging.wd14.convert_wd14_emb_to_prediction"]], "denormalize_wd14_emb() (in module imgutils.tagging.wd14)": [[84, "imgutils.tagging.wd14.denormalize_wd14_emb"]], "get_wd14_tags() (in module imgutils.tagging.wd14)": [[84, "imgutils.tagging.wd14.get_wd14_tags"]], "imgutils.tagging.wd14": [[84, "module-imgutils.tagging.wd14"]], "imgutils.upscale.cdc": [[85, "module-imgutils.upscale.cdc"]], "upscale_with_cdc() (in module imgutils.upscale.cdc)": [[85, "imgutils.upscale.cdc.upscale_with_cdc"]], "imgutils.upscale": [[86, "module-imgutils.upscale"]], "imgutils.utils.cache": [[87, "module-imgutils.utils.cache"]], "ts_lru_cache() (in module 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"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, 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"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 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"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, 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"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, 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"is_monochrome() (in module imgutils.validate.monochrome)": [[99, "imgutils.validate.monochrome.is_monochrome"]], "imgutils.validate.nsfw": [[100, "module-imgutils.validate.nsfw"]], "nsfw_pred() (in module imgutils.validate.nsfw)": [[100, "imgutils.validate.nsfw.nsfw_pred"]], "nsfw_pred_score() (in module imgutils.validate.nsfw)": [[100, "imgutils.validate.nsfw.nsfw_pred_score"]], "anime_portrait() (in module imgutils.validate.portrait)": [[101, "imgutils.validate.portrait.anime_portrait"]], "anime_portrait_score() (in module imgutils.validate.portrait)": [[101, "imgutils.validate.portrait.anime_portrait_score"]], "imgutils.validate.portrait": [[101, "module-imgutils.validate.portrait"]], "anime_rating() (in module imgutils.validate.rating)": [[102, "imgutils.validate.rating.anime_rating"]], "anime_rating_score() (in module imgutils.validate.rating)": [[102, "imgutils.validate.rating.anime_rating_score"]], "imgutils.validate.rating": [[102, "module-imgutils.validate.rating"]], 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"process() (imgutils.generic.enhance.imageenhancer method)": [[33, "imgutils.generic.enhance.ImageEnhancer.process"]], "imgutils.generic": [[34, "module-imgutils.generic"]], "multilabeltimmmodel (class in imgutils.generic.multilabel_timm)": [[35, "imgutils.generic.multilabel_timm.MultiLabelTIMMModel"]], "__init__() (imgutils.generic.multilabel_timm.multilabeltimmmodel method)": [[35, "imgutils.generic.multilabel_timm.MultiLabelTIMMModel.__init__"]], "imgutils.generic.multilabel_timm": [[35, "module-imgutils.generic.multilabel_timm"]], "launch_demo() (imgutils.generic.multilabel_timm.multilabeltimmmodel method)": [[35, "imgutils.generic.multilabel_timm.MultiLabelTIMMModel.launch_demo"]], "make_ui() (imgutils.generic.multilabel_timm.multilabeltimmmodel method)": [[35, "imgutils.generic.multilabel_timm.MultiLabelTIMMModel.make_ui"]], "multilabel_timm_predict() (in module imgutils.generic.multilabel_timm)": [[35, "imgutils.generic.multilabel_timm.multilabel_timm_predict"]], "predict() 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"siglip_image_encode() (in module imgutils.generic.siglip)": [[36, "imgutils.generic.siglip.siglip_image_encode"]], "siglip_predict() (in module imgutils.generic.siglip)": [[36, "imgutils.generic.siglip.siglip_predict"]], "siglip_text_encode() (in module imgutils.generic.siglip)": [[36, "imgutils.generic.siglip.siglip_text_encode"]], "text_encode() (imgutils.generic.siglip.siglipmodel method)": [[36, "imgutils.generic.siglip.SigLIPModel.text_encode"]], "yolomodel (class in imgutils.generic.yolo)": [[37, "imgutils.generic.yolo.YOLOModel"]], "__init__() (imgutils.generic.yolo.yolomodel method)": [[37, "imgutils.generic.yolo.YOLOModel.__init__"]], "clear() (imgutils.generic.yolo.yolomodel method)": [[37, "imgutils.generic.yolo.YOLOModel.clear"]], "imgutils.generic.yolo": [[37, "module-imgutils.generic.yolo"]], "launch_demo() (imgutils.generic.yolo.yolomodel method)": [[37, "imgutils.generic.yolo.YOLOModel.launch_demo"]], "make_ui() (imgutils.generic.yolo.yolomodel method)": [[37, 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"get_aesthetic_score() (in module imgutils.metrics.aesthetic)": [[41, "imgutils.metrics.aesthetic.get_aesthetic_score"]], "imgutils.metrics.aesthetic": [[41, "module-imgutils.metrics.aesthetic"]], "ccip_batch_differences() (in module imgutils.metrics.ccip)": [[42, "imgutils.metrics.ccip.ccip_batch_differences"]], "ccip_batch_extract_features() (in module imgutils.metrics.ccip)": [[42, "imgutils.metrics.ccip.ccip_batch_extract_features"]], "ccip_batch_same() (in module imgutils.metrics.ccip)": [[42, "imgutils.metrics.ccip.ccip_batch_same"]], "ccip_clustering() (in module imgutils.metrics.ccip)": [[42, "imgutils.metrics.ccip.ccip_clustering"]], "ccip_default_clustering_params() (in module imgutils.metrics.ccip)": [[42, "imgutils.metrics.ccip.ccip_default_clustering_params"]], "ccip_default_threshold() (in module imgutils.metrics.ccip)": [[42, "imgutils.metrics.ccip.ccip_default_threshold"]], "ccip_difference() (in module imgutils.metrics.ccip)": [[42, 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"drop_blacklisted_tags() (in module imgutils.tagging.blacklist)": [[75, "imgutils.tagging.blacklist.drop_blacklisted_tags"]], "imgutils.tagging.blacklist": [[75, "module-imgutils.tagging.blacklist"]], "is_blacklisted() (in module imgutils.tagging.blacklist)": [[75, "imgutils.tagging.blacklist.is_blacklisted"]], "convert_camie_emb_to_prediction() (in module imgutils.tagging.camie)": [[76, "imgutils.tagging.camie.convert_camie_emb_to_prediction"]], "get_camie_tags() (in module imgutils.tagging.camie)": [[76, "imgutils.tagging.camie.get_camie_tags"]], "imgutils.tagging.camie": [[76, "module-imgutils.tagging.camie"]], "char_prefixes (in module imgutils.tagging.character)": [[77, "imgutils.tagging.character.CHAR_PREFIXES"]], "char_suffixes (in module imgutils.tagging.character)": [[77, "imgutils.tagging.character.CHAR_SUFFIXES"]], "char_whitelist_prefix (in module imgutils.tagging.character)": [[77, "imgutils.tagging.character.CHAR_WHITELIST_PREFIX"]], "char_whitelist_suffix (in module 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"left_knee (imgutils.pose.format.openpose18 attribute)": [[55, "imgutils.pose.format.OpenPose18.LEFT_KNEE"]], "left_shoulder (imgutils.pose.format.openpose18 attribute)": [[55, "imgutils.pose.format.OpenPose18.LEFT_SHOULDER"]], "left_small_toe (imgutils.pose.format.openpose18 attribute)": [[55, "imgutils.pose.format.OpenPose18.LEFT_SMALL_TOE"]], "left_wrist (imgutils.pose.format.openpose18 attribute)": [[55, "imgutils.pose.format.OpenPose18.LEFT_WRIST"]], "neck (imgutils.pose.format.openpose18 attribute)": [[55, "imgutils.pose.format.OpenPose18.NECK"]], "nose (imgutils.pose.format.openpose18 attribute)": [[55, "imgutils.pose.format.OpenPose18.NOSE"]], "op18keypointset (class in imgutils.pose.format)": [[55, "imgutils.pose.format.OP18KeyPointSet"]], "op18_body_max (in module imgutils.pose.format)": [[55, "imgutils.pose.format.OP18_BODY_MAX"]], "op18_body_min (in module imgutils.pose.format)": [[55, "imgutils.pose.format.OP18_BODY_MIN"]], "op18_face_max (in module imgutils.pose.format)": [[55, "imgutils.pose.format.OP18_FACE_MAX"]], "op18_face_min (in module imgutils.pose.format)": [[55, "imgutils.pose.format.OP18_FACE_MIN"]], "op18_left_foot_max (in module imgutils.pose.format)": [[55, "imgutils.pose.format.OP18_LEFT_FOOT_MAX"]], "op18_left_foot_min (in module imgutils.pose.format)": [[55, "imgutils.pose.format.OP18_LEFT_FOOT_MIN"]], "op18_left_hand_max (in module imgutils.pose.format)": [[55, "imgutils.pose.format.OP18_LEFT_HAND_MAX"]], "op18_left_hand_min (in module imgutils.pose.format)": [[55, "imgutils.pose.format.OP18_LEFT_HAND_MIN"]], "op18_right_foot_max (in module imgutils.pose.format)": [[55, "imgutils.pose.format.OP18_RIGHT_FOOT_MAX"]], "op18_right_foot_min (in module imgutils.pose.format)": [[55, "imgutils.pose.format.OP18_RIGHT_FOOT_MIN"]], "op18_right_hand_max (in module imgutils.pose.format)": [[55, "imgutils.pose.format.OP18_RIGHT_HAND_MAX"]], "op18_right_hand_min (in module imgutils.pose.format)": [[55, "imgutils.pose.format.OP18_RIGHT_HAND_MIN"]], "right_ankle (imgutils.pose.format.openpose18 attribute)": [[55, "imgutils.pose.format.OpenPose18.RIGHT_ANKLE"]], "right_big_toe (imgutils.pose.format.openpose18 attribute)": [[55, "imgutils.pose.format.OpenPose18.RIGHT_BIG_TOE"]], "right_ear (imgutils.pose.format.openpose18 attribute)": [[55, "imgutils.pose.format.OpenPose18.RIGHT_EAR"]], "right_elbow (imgutils.pose.format.openpose18 attribute)": [[55, "imgutils.pose.format.OpenPose18.RIGHT_ELBOW"]], "right_eye (imgutils.pose.format.openpose18 attribute)": [[55, "imgutils.pose.format.OpenPose18.RIGHT_EYE"]], "right_heel (imgutils.pose.format.openpose18 attribute)": [[55, "imgutils.pose.format.OpenPose18.RIGHT_HEEL"]], "right_hip (imgutils.pose.format.openpose18 attribute)": [[55, "imgutils.pose.format.OpenPose18.RIGHT_HIP"]], "right_knee (imgutils.pose.format.openpose18 attribute)": [[55, "imgutils.pose.format.OpenPose18.RIGHT_KNEE"]], "right_shoulder (imgutils.pose.format.openpose18 attribute)": [[55, 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"register_torchvision_transform() (in module imgutils.preprocess.torchvision)": [[61, "imgutils.preprocess.torchvision.register_torchvision_transform"]], "notprocessortypeerror (class in imgutils.preprocess.transformers)": [[62, "imgutils.preprocess.transformers.NotProcessorTypeError"]], "convert_to_size_dict() (in module imgutils.preprocess.transformers)": [[62, "imgutils.preprocess.transformers.convert_to_size_dict"]], "create_bit_transforms() (in module imgutils.preprocess.transformers)": [[62, "imgutils.preprocess.transformers.create_bit_transforms"]], "create_blip_transforms() (in module imgutils.preprocess.transformers)": [[62, "imgutils.preprocess.transformers.create_blip_transforms"]], "create_clip_transforms() (in module imgutils.preprocess.transformers)": [[62, "imgutils.preprocess.transformers.create_clip_transforms"]], "create_convnext_transforms() (in module imgutils.preprocess.transformers)": [[62, "imgutils.preprocess.transformers.create_convnext_transforms"]], "create_mobilenetv2_transforms() (in module imgutils.preprocess.transformers)": [[62, "imgutils.preprocess.transformers.create_mobilenetv2_transforms"]], "create_siglip_transforms() (in module imgutils.preprocess.transformers)": [[62, "imgutils.preprocess.transformers.create_siglip_transforms"]], "create_transforms_from_bit_processor() (in module imgutils.preprocess.transformers)": [[62, "imgutils.preprocess.transformers.create_transforms_from_bit_processor"]], "create_transforms_from_blip_processor() (in module imgutils.preprocess.transformers)": [[62, "imgutils.preprocess.transformers.create_transforms_from_blip_processor"]], "create_transforms_from_clip_processor() (in module imgutils.preprocess.transformers)": [[62, "imgutils.preprocess.transformers.create_transforms_from_clip_processor"]], "create_transforms_from_convnext_processor() (in module imgutils.preprocess.transformers)": [[62, "imgutils.preprocess.transformers.create_transforms_from_convnext_processor"]], 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b/v0.18.0/searchindex.js index e2f84dde38f81559960805c4ce59e7b94afaf7ea..9d1a082f3eeadfa232e8c85d506ca67f2183a0f1 100644 --- a/v0.18.0/searchindex.js +++ b/v0.18.0/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/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/classify_timm", 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method)": [[51, "imgutils.operate.censor_.BaseCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.blurcensor method)": [[51, "imgutils.operate.censor_.BlurCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.colorcensor method)": [[51, "imgutils.operate.censor_.ColorCensor.censor_area"]], "censor_area() (imgutils.operate.censor_.pixelatecensor method)": [[51, "imgutils.operate.censor_.PixelateCensor.censor_area"]], "censor_areas() (in module imgutils.operate.censor_)": [[51, "imgutils.operate.censor_.censor_areas"]], "censor_nsfw() (in module imgutils.operate.censor_)": [[51, "imgutils.operate.censor_.censor_nsfw"]], "imgutils.operate.censor_": [[51, "module-imgutils.operate.censor_"]], "register_censor_method() (in module imgutils.operate.censor_)": [[51, "imgutils.operate.censor_.register_censor_method"]], "emojibasedcensor (class in imgutils.operate.imgcensor)": [[52, "imgutils.operate.imgcensor.EmojiBasedCensor"]], "imagebasedcensor (class in 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"imgutils.pose.format.OP18KeyPointSet.__truediv__"]], "body (imgutils.pose.format.op18keypointset property)": [[56, "imgutils.pose.format.OP18KeyPointSet.body"]], "face (imgutils.pose.format.op18keypointset property)": [[56, "imgutils.pose.format.OP18KeyPointSet.face"]], "imgutils.pose.format": [[56, "module-imgutils.pose.format"]], "left_foot (imgutils.pose.format.op18keypointset property)": [[56, "imgutils.pose.format.OP18KeyPointSet.left_foot"]], "left_hand (imgutils.pose.format.op18keypointset property)": [[56, "imgutils.pose.format.OP18KeyPointSet.left_hand"]], "right_foot (imgutils.pose.format.op18keypointset property)": [[56, "imgutils.pose.format.OP18KeyPointSet.right_foot"]], "right_hand (imgutils.pose.format.op18keypointset property)": [[56, "imgutils.pose.format.OP18KeyPointSet.right_hand"]], "imgutils.pose": [[57, "module-imgutils.pose"]], "imgutils.pose.visual": [[58, "module-imgutils.pose.visual"]], "op18_visualize() (in module imgutils.pose.visual)": [[58, "imgutils.pose.visual.op18_visualize"]], "notparsetarget (class in imgutils.preprocess.base)": [[59, "imgutils.preprocess.base.NotParseTarget"]], "imgutils.preprocess.base": [[59, "module-imgutils.preprocess.base"]], "imgutils.preprocess": [[60, "module-imgutils.preprocess"]], "create_pillow_transforms() (in module imgutils.preprocess.pillow)": [[61, "imgutils.preprocess.pillow.create_pillow_transforms"]], "imgutils.preprocess.pillow": [[61, "module-imgutils.preprocess.pillow"]], "parse_pillow_transforms() (in module imgutils.preprocess.pillow)": [[61, "imgutils.preprocess.pillow.parse_pillow_transforms"]], "register_pillow_parse() (in module imgutils.preprocess.pillow)": [[61, "imgutils.preprocess.pillow.register_pillow_parse"]], "register_pillow_transform() (in module imgutils.preprocess.pillow)": [[61, "imgutils.preprocess.pillow.register_pillow_transform"]], "create_torchvision_transforms() (in module imgutils.preprocess.torchvision)": [[62, 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"create_transforms_from_vit_processor() (in module imgutils.preprocess.transformers)": [[63, "imgutils.preprocess.transformers.create_transforms_from_vit_processor"]], "create_vit_transforms() (in module imgutils.preprocess.transformers)": [[63, "imgutils.preprocess.transformers.create_vit_transforms"]], "get_size_dict() (in module imgutils.preprocess.transformers)": [[63, "imgutils.preprocess.transformers.get_size_dict"]], "imgutils.preprocess.transformers": [[63, "module-imgutils.preprocess.transformers"]], "is_valid_size_dict() (in module imgutils.preprocess.transformers)": [[63, "imgutils.preprocess.transformers.is_valid_size_dict"]], "register_creators_for_transformers() (in module imgutils.preprocess.transformers)": [[63, "imgutils.preprocess.transformers.register_creators_for_transformers"]], "backgroundimageset (class in imgutils.resource.background)": [[64, "imgutils.resource.background.BackgroundImageSet"]], "__init__() (imgutils.resource.background.backgroundimageset 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"imgutils.restore.nafnet.restore_with_nafnet"]], "imgutils.restore.scunet": [[69, "module-imgutils.restore.scunet"]], "restore_with_scunet() (in module imgutils.restore.scunet)": [[69, "imgutils.restore.scunet.restore_with_scunet"]], "imgutils.sd": [[70, "module-imgutils.sd"]], "sdmetadata (class in imgutils.sd.metadata)": [[71, "imgutils.sd.metadata.SDMetaData"]], "__str__() (imgutils.sd.metadata.sdmetadata method)": [[71, "imgutils.sd.metadata.SDMetaData.__str__"]], "get_sdmeta_from_image() (in module imgutils.sd.metadata)": [[71, "imgutils.sd.metadata.get_sdmeta_from_image"]], "imgutils.sd.metadata": [[71, "module-imgutils.sd.metadata"]], "parse_sdmeta_from_text() (in module imgutils.sd.metadata)": [[71, "imgutils.sd.metadata.parse_sdmeta_from_text"]], "pnginfo (imgutils.sd.metadata.sdmetadata property)": [[71, "imgutils.sd.metadata.SDMetaData.pnginfo"]], "save_image_with_sdmeta() (in module imgutils.sd.metadata)": [[71, "imgutils.sd.metadata.save_image_with_sdmeta"]], "text 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"imgutils.sd.nai.save_image_with_naimeta"]], "imgutils.segment": [[74, "module-imgutils.segment"]], "get_isnetis_mask() (in module imgutils.segment.isnetis)": [[75, "imgutils.segment.isnetis.get_isnetis_mask"]], "imgutils.segment.isnetis": [[75, "module-imgutils.segment.isnetis"]], "segment_rgba_with_isnetis() (in module imgutils.segment.isnetis)": [[75, "imgutils.segment.isnetis.segment_rgba_with_isnetis"]], "segment_with_isnetis() (in module imgutils.segment.isnetis)": [[75, "imgutils.segment.isnetis.segment_with_isnetis"]], "drop_blacklisted_tags() (in module imgutils.tagging.blacklist)": [[76, "imgutils.tagging.blacklist.drop_blacklisted_tags"]], "imgutils.tagging.blacklist": [[76, "module-imgutils.tagging.blacklist"]], "is_blacklisted() (in module imgutils.tagging.blacklist)": [[76, "imgutils.tagging.blacklist.is_blacklisted"]], "convert_camie_emb_to_prediction() (in module imgutils.tagging.camie)": [[77, "imgutils.tagging.camie.convert_camie_emb_to_prediction"]], "get_camie_tags() (in module imgutils.tagging.camie)": [[77, "imgutils.tagging.camie.get_camie_tags"]], "imgutils.tagging.camie": [[77, "module-imgutils.tagging.camie"]], "char_prefixes (in module imgutils.tagging.character)": [[78, "imgutils.tagging.character.CHAR_PREFIXES"]], "char_suffixes (in module imgutils.tagging.character)": [[78, "imgutils.tagging.character.CHAR_SUFFIXES"]], "char_whitelist_prefix (in module imgutils.tagging.character)": [[78, "imgutils.tagging.character.CHAR_WHITELIST_PREFIX"]], "char_whitelist_suffix (in module imgutils.tagging.character)": [[78, "imgutils.tagging.character.CHAR_WHITELIST_SUFFIX"]], "char_whitelist_word (in module imgutils.tagging.character)": [[78, "imgutils.tagging.character.CHAR_WHITELIST_WORD"]], "charactertagpool (class in imgutils.tagging.character)": [[78, "imgutils.tagging.character.CharacterTagPool"]], "__init__() (imgutils.tagging.character.charactertagpool method)": [[78, "imgutils.tagging.character.CharacterTagPool.__init__"]], "drop_basic_character_tags() (imgutils.tagging.character.charactertagpool method)": [[78, "imgutils.tagging.character.CharacterTagPool.drop_basic_character_tags"]], "drop_basic_character_tags() (in module imgutils.tagging.character)": [[78, "imgutils.tagging.character.drop_basic_character_tags"]], "imgutils.tagging.character": [[78, "module-imgutils.tagging.character"]], "is_basic_character_tag() (imgutils.tagging.character.charactertagpool method)": [[78, "imgutils.tagging.character.CharacterTagPool.is_basic_character_tag"]], "is_basic_character_tag() (in module imgutils.tagging.character)": [[78, "imgutils.tagging.character.is_basic_character_tag"]], "get_deepdanbooru_tags() (in module imgutils.tagging.deepdanbooru)": [[79, "imgutils.tagging.deepdanbooru.get_deepdanbooru_tags"]], "imgutils.tagging.deepdanbooru": [[79, "module-imgutils.tagging.deepdanbooru"]], "get_deepgelbooru_tags() (in module imgutils.tagging.deepgelbooru)": [[80, "imgutils.tagging.deepgelbooru.get_deepgelbooru_tags"]], "imgutils.tagging.deepgelbooru": [[80, "module-imgutils.tagging.deepgelbooru"]], "add_underline() (in module imgutils.tagging.format)": [[81, "imgutils.tagging.format.add_underline"]], "imgutils.tagging.format": [[81, "module-imgutils.tagging.format"]], "remove_underline() (in module imgutils.tagging.format)": [[81, "imgutils.tagging.format.remove_underline"]], "tags_to_text() (in module imgutils.tagging.format)": [[81, "imgutils.tagging.format.tags_to_text"]], "imgutils.tagging": [[82, "module-imgutils.tagging"]], "imgutils.tagging.match": [[83, "module-imgutils.tagging.match"]], "tag_match_full() (in module imgutils.tagging.match)": [[83, "imgutils.tagging.match.tag_match_full"]], "tag_match_prefix() (in module imgutils.tagging.match)": [[83, "imgutils.tagging.match.tag_match_prefix"]], "tag_match_suffix() (in module imgutils.tagging.match)": [[83, "imgutils.tagging.match.tag_match_suffix"]], "get_mldanbooru_tags() (in module 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"write_geninfo_parameters() (in module imgutils.metadata.geninfo)": [[39, "imgutils.metadata.geninfo.write_geninfo_parameters"]], "imgutils.metadata": [[40, "module-imgutils.metadata"]], "imagelsbdataextractor (class in imgutils.metadata.lsb)": [[41, "imgutils.metadata.lsb.ImageLsbDataExtractor"]], "lsbextractor (class in imgutils.metadata.lsb)": [[41, "imgutils.metadata.lsb.LSBExtractor"]], "lsbreaderror (class in imgutils.metadata.lsb)": [[41, "imgutils.metadata.lsb.LSBReadError"]], "__init__() (imgutils.metadata.lsb.imagelsbdataextractor method)": [[41, "imgutils.metadata.lsb.ImageLsbDataExtractor.__init__"]], "__init__() (imgutils.metadata.lsb.lsbextractor method)": [[41, "imgutils.metadata.lsb.LSBExtractor.__init__"]], "extract_data() (imgutils.metadata.lsb.imagelsbdataextractor method)": [[41, "imgutils.metadata.lsb.ImageLsbDataExtractor.extract_data"]], "get_next_n_bytes() (imgutils.metadata.lsb.lsbextractor method)": [[41, 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"censor_area() (imgutils.operate.imgcensor.imagebasedcensor method)": [[52, "imgutils.operate.imgcensor.ImageBasedCensor.censor_area"]], "find_for_area() (imgutils.operate.imgcensor.singleimage method)": [[52, "imgutils.operate.imgcensor.SingleImage.find_for_area"]], "height (imgutils.operate.imgcensor.singleimage property)": [[52, "imgutils.operate.imgcensor.SingleImage.height"]], "imgutils.operate.imgcensor": [[52, "module-imgutils.operate.imgcensor"]], "width (imgutils.operate.imgcensor.singleimage property)": [[52, "imgutils.operate.imgcensor.SingleImage.width"]], "imgutils.operate": [[53, "module-imgutils.operate"]], "imgutils.operate.squeeze": [[54, "module-imgutils.operate.squeeze"]], "squeeze() (in module imgutils.operate.squeeze)": [[54, "imgutils.operate.squeeze.squeeze"]], "squeeze_with_transparency() (in module imgutils.operate.squeeze)": [[54, "imgutils.operate.squeeze.squeeze_with_transparency"]], "dwpose_estimate() (in module imgutils.pose.dwpose)": [[55, 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"left_shoulder (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.LEFT_SHOULDER"]], "left_small_toe (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.LEFT_SMALL_TOE"]], "left_wrist (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.LEFT_WRIST"]], "neck (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.NECK"]], "nose (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.NOSE"]], "op18keypointset (class in imgutils.pose.format)": [[56, "imgutils.pose.format.OP18KeyPointSet"]], "op18_body_max (in module imgutils.pose.format)": [[56, "imgutils.pose.format.OP18_BODY_MAX"]], "op18_body_min (in module imgutils.pose.format)": [[56, "imgutils.pose.format.OP18_BODY_MIN"]], "op18_face_max (in module imgutils.pose.format)": [[56, "imgutils.pose.format.OP18_FACE_MAX"]], "op18_face_min (in module imgutils.pose.format)": [[56, 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"imgutils.pose.format.OpenPose18.RIGHT_ANKLE"]], "right_big_toe (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.RIGHT_BIG_TOE"]], "right_ear (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.RIGHT_EAR"]], "right_elbow (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.RIGHT_ELBOW"]], "right_eye (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.RIGHT_EYE"]], "right_heel (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.RIGHT_HEEL"]], "right_hip (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.RIGHT_HIP"]], "right_knee (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.RIGHT_KNEE"]], "right_shoulder (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.RIGHT_SHOULDER"]], "right_small_toe (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.RIGHT_SMALL_TOE"]], "right_wrist (imgutils.pose.format.openpose18 attribute)": [[56, "imgutils.pose.format.OpenPose18.RIGHT_WRIST"]], "__init__() (imgutils.pose.format.op18keypointset method)": [[56, "imgutils.pose.format.OP18KeyPointSet.__init__"]], "__mul__() (imgutils.pose.format.op18keypointset method)": [[56, "imgutils.pose.format.OP18KeyPointSet.__mul__"]], "__truediv__() (imgutils.pose.format.op18keypointset method)": [[56, "imgutils.pose.format.OP18KeyPointSet.__truediv__"]], "body (imgutils.pose.format.op18keypointset property)": [[56, "imgutils.pose.format.OP18KeyPointSet.body"]], "face (imgutils.pose.format.op18keypointset property)": [[56, "imgutils.pose.format.OP18KeyPointSet.face"]], "imgutils.pose.format": [[56, "module-imgutils.pose.format"]], "left_foot (imgutils.pose.format.op18keypointset property)": [[56, "imgutils.pose.format.OP18KeyPointSet.left_foot"]], "left_hand (imgutils.pose.format.op18keypointset property)": [[56, "imgutils.pose.format.OP18KeyPointSet.left_hand"]], "right_foot (imgutils.pose.format.op18keypointset property)": [[56, "imgutils.pose.format.OP18KeyPointSet.right_foot"]], "right_hand (imgutils.pose.format.op18keypointset property)": [[56, "imgutils.pose.format.OP18KeyPointSet.right_hand"]], "imgutils.pose": [[57, "module-imgutils.pose"]], "imgutils.pose.visual": [[58, "module-imgutils.pose.visual"]], "op18_visualize() (in module imgutils.pose.visual)": [[58, "imgutils.pose.visual.op18_visualize"]], "notparsetarget (class in imgutils.preprocess.base)": [[59, "imgutils.preprocess.base.NotParseTarget"]], "imgutils.preprocess.base": [[59, "module-imgutils.preprocess.base"]], "imgutils.preprocess": [[60, "module-imgutils.preprocess"]], "create_pillow_transforms() (in module imgutils.preprocess.pillow)": [[61, "imgutils.preprocess.pillow.create_pillow_transforms"]], "imgutils.preprocess.pillow": [[61, 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b/v0.18.1/searchindex.js index 340b27378e4ce39e24302a6874a2419e4bc00bf6..bada4167ad7ed08ace9ce0789bed3478ddea38c8 100644 --- a/v0.18.1/searchindex.js +++ b/v0.18.1/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/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/classify_timm", 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"create_transforms_from_vit_processor() (in module imgutils.preprocess.transformers)": [[63, "imgutils.preprocess.transformers.create_transforms_from_vit_processor"]], "create_vit_transforms() (in module imgutils.preprocess.transformers)": [[63, "imgutils.preprocess.transformers.create_vit_transforms"]], "get_size_dict() (in module imgutils.preprocess.transformers)": [[63, "imgutils.preprocess.transformers.get_size_dict"]], "imgutils.preprocess.transformers": [[63, "module-imgutils.preprocess.transformers"]], "is_valid_size_dict() (in module imgutils.preprocess.transformers)": [[63, "imgutils.preprocess.transformers.is_valid_size_dict"]], "register_creators_for_transformers() (in module imgutils.preprocess.transformers)": [[63, "imgutils.preprocess.transformers.register_creators_for_transformers"]], "backgroundimageset (class in imgutils.resource.background)": [[64, "imgutils.resource.background.BackgroundImageSet"]], "__init__() (imgutils.resource.background.backgroundimageset 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"imgutils.restore.nafnet.restore_with_nafnet"]], "imgutils.restore.scunet": [[69, "module-imgutils.restore.scunet"]], "restore_with_scunet() (in module imgutils.restore.scunet)": [[69, "imgutils.restore.scunet.restore_with_scunet"]], "imgutils.sd": [[70, "module-imgutils.sd"]], "sdmetadata (class in imgutils.sd.metadata)": [[71, "imgutils.sd.metadata.SDMetaData"]], "__str__() (imgutils.sd.metadata.sdmetadata method)": [[71, "imgutils.sd.metadata.SDMetaData.__str__"]], "get_sdmeta_from_image() (in module imgutils.sd.metadata)": [[71, "imgutils.sd.metadata.get_sdmeta_from_image"]], "imgutils.sd.metadata": [[71, "module-imgutils.sd.metadata"]], "parse_sdmeta_from_text() (in module imgutils.sd.metadata)": [[71, "imgutils.sd.metadata.parse_sdmeta_from_text"]], "pnginfo (imgutils.sd.metadata.sdmetadata property)": [[71, "imgutils.sd.metadata.SDMetaData.pnginfo"]], "save_image_with_sdmeta() (in module imgutils.sd.metadata)": [[71, "imgutils.sd.metadata.save_image_with_sdmeta"]], "text (imgutils.sd.metadata.sdmetadata property)": [[71, "imgutils.sd.metadata.SDMetaData.text"]], "imgutils.sd.model": [[72, "module-imgutils.sd.model"]], "read_metadata() (in module imgutils.sd.model)": [[72, "imgutils.sd.model.read_metadata"]], "save_with_metadata() (in module imgutils.sd.model)": [[72, "imgutils.sd.model.save_with_metadata"]], "naimetadata (class in imgutils.sd.nai)": [[73, "imgutils.sd.nai.NAIMetaData"], [73, "imgutils.sd.nai.NAIMetadata"]], "__init__() (imgutils.sd.nai.naimetadata method)": [[73, "imgutils.sd.nai.NAIMetaData.__init__"]], "add_naimeta_to_image() (in module imgutils.sd.nai)": [[73, "imgutils.sd.nai.add_naimeta_to_image"]], "get_naimeta_from_image() (in module imgutils.sd.nai)": [[73, "imgutils.sd.nai.get_naimeta_from_image"]], "imgutils.sd.nai": [[73, "module-imgutils.sd.nai"]], "pnginfo (imgutils.sd.nai.naimetadata property)": [[73, "imgutils.sd.nai.NAIMetaData.pnginfo"]], "save_image_with_naimeta() (in module imgutils.sd.nai)": [[73, "imgutils.sd.nai.save_image_with_naimeta"]], "imgutils.segment": [[74, "module-imgutils.segment"]], "get_isnetis_mask() (in module imgutils.segment.isnetis)": [[75, "imgutils.segment.isnetis.get_isnetis_mask"]], "imgutils.segment.isnetis": [[75, "module-imgutils.segment.isnetis"]], "segment_rgba_with_isnetis() (in module imgutils.segment.isnetis)": [[75, "imgutils.segment.isnetis.segment_rgba_with_isnetis"]], "segment_with_isnetis() (in module imgutils.segment.isnetis)": [[75, "imgutils.segment.isnetis.segment_with_isnetis"]], "drop_blacklisted_tags() (in module imgutils.tagging.blacklist)": [[76, "imgutils.tagging.blacklist.drop_blacklisted_tags"]], "imgutils.tagging.blacklist": [[76, "module-imgutils.tagging.blacklist"]], "is_blacklisted() (in module imgutils.tagging.blacklist)": [[76, "imgutils.tagging.blacklist.is_blacklisted"]], "convert_camie_emb_to_prediction() (in module imgutils.tagging.camie)": [[77, "imgutils.tagging.camie.convert_camie_emb_to_prediction"]], 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"is_valid_size_dict() (in module imgutils.preprocess.transformers)": [[63, "imgutils.preprocess.transformers.is_valid_size_dict"]], "register_creators_for_transformers() (in module imgutils.preprocess.transformers)": [[63, "imgutils.preprocess.transformers.register_creators_for_transformers"]], "backgroundimageset (class in imgutils.resource.background)": [[64, "imgutils.resource.background.BackgroundImageSet"]], "__init__() (imgutils.resource.background.backgroundimageset method)": [[64, "imgutils.resource.background.BackgroundImageSet.__init__"]], "get_bg_image() (in module imgutils.resource.background)": [[64, "imgutils.resource.background.get_bg_image"]], "get_bg_image_file() (in module imgutils.resource.background)": [[64, "imgutils.resource.background.get_bg_image_file"]], "get_image() (imgutils.resource.background.backgroundimageset method)": [[64, "imgutils.resource.background.BackgroundImageSet.get_image"]], "get_image_file() (imgutils.resource.background.backgroundimageset 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"drop_blacklisted_tags() (in module imgutils.tagging.blacklist)": [[76, "imgutils.tagging.blacklist.drop_blacklisted_tags"]], "imgutils.tagging.blacklist": [[76, "module-imgutils.tagging.blacklist"]], "is_blacklisted() (in module imgutils.tagging.blacklist)": [[76, "imgutils.tagging.blacklist.is_blacklisted"]], "convert_camie_emb_to_prediction() (in module imgutils.tagging.camie)": [[77, "imgutils.tagging.camie.convert_camie_emb_to_prediction"]], "get_camie_tags() (in module imgutils.tagging.camie)": [[77, "imgutils.tagging.camie.get_camie_tags"]], "imgutils.tagging.camie": [[77, "module-imgutils.tagging.camie"]], "char_prefixes (in module imgutils.tagging.character)": [[78, "imgutils.tagging.character.CHAR_PREFIXES"]], "char_suffixes (in module imgutils.tagging.character)": [[78, "imgutils.tagging.character.CHAR_SUFFIXES"]], "char_whitelist_prefix (in module imgutils.tagging.character)": [[78, "imgutils.tagging.character.CHAR_WHITELIST_PREFIX"]], "char_whitelist_suffix (in module imgutils.tagging.character)": [[78, "imgutils.tagging.character.CHAR_WHITELIST_SUFFIX"]], "char_whitelist_word (in module imgutils.tagging.character)": [[78, "imgutils.tagging.character.CHAR_WHITELIST_WORD"]], "charactertagpool (class in imgutils.tagging.character)": [[78, "imgutils.tagging.character.CharacterTagPool"]], "__init__() (imgutils.tagging.character.charactertagpool method)": [[78, "imgutils.tagging.character.CharacterTagPool.__init__"]], "drop_basic_character_tags() (imgutils.tagging.character.charactertagpool method)": [[78, "imgutils.tagging.character.CharacterTagPool.drop_basic_character_tags"]], "drop_basic_character_tags() (in module imgutils.tagging.character)": [[78, "imgutils.tagging.character.drop_basic_character_tags"]], "imgutils.tagging.character": [[78, "module-imgutils.tagging.character"]], "is_basic_character_tag() (imgutils.tagging.character.charactertagpool method)": [[78, "imgutils.tagging.character.CharacterTagPool.is_basic_character_tag"]], "is_basic_character_tag() (in module imgutils.tagging.character)": [[78, "imgutils.tagging.character.is_basic_character_tag"]], "get_deepdanbooru_tags() (in module imgutils.tagging.deepdanbooru)": [[79, "imgutils.tagging.deepdanbooru.get_deepdanbooru_tags"]], "imgutils.tagging.deepdanbooru": [[79, "module-imgutils.tagging.deepdanbooru"]], "get_deepgelbooru_tags() (in module imgutils.tagging.deepgelbooru)": [[80, "imgutils.tagging.deepgelbooru.get_deepgelbooru_tags"]], "imgutils.tagging.deepgelbooru": [[80, "module-imgutils.tagging.deepgelbooru"]], "add_underline() (in module imgutils.tagging.format)": [[81, "imgutils.tagging.format.add_underline"]], "imgutils.tagging.format": [[81, "module-imgutils.tagging.format"]], "remove_underline() (in module imgutils.tagging.format)": [[81, "imgutils.tagging.format.remove_underline"]], "tags_to_text() (in module imgutils.tagging.format)": [[81, "imgutils.tagging.format.tags_to_text"]], "imgutils.tagging": [[82, "module-imgutils.tagging"]], "imgutils.tagging.match": [[83, "module-imgutils.tagging.match"]], "tag_match_full() (in module imgutils.tagging.match)": [[83, "imgutils.tagging.match.tag_match_full"]], "tag_match_prefix() (in module imgutils.tagging.match)": [[83, "imgutils.tagging.match.tag_match_prefix"]], "tag_match_suffix() (in module imgutils.tagging.match)": [[83, "imgutils.tagging.match.tag_match_suffix"]], "get_mldanbooru_tags() (in module imgutils.tagging.mldanbooru)": [[84, "imgutils.tagging.mldanbooru.get_mldanbooru_tags"]], "imgutils.tagging.mldanbooru": [[84, "module-imgutils.tagging.mldanbooru"]], "imgutils.tagging.order": [[85, "module-imgutils.tagging.order"]], "sort_tags() (in module imgutils.tagging.order)": [[85, "imgutils.tagging.order.sort_tags"]], "drop_overlap_tags() (in module imgutils.tagging.overlap)": [[86, "imgutils.tagging.overlap.drop_overlap_tags"]], "imgutils.tagging.overlap": [[86, "module-imgutils.tagging.overlap"]], "convert_wd14_emb_to_prediction() (in module imgutils.tagging.wd14)": [[87, "imgutils.tagging.wd14.convert_wd14_emb_to_prediction"]], "denormalize_wd14_emb() (in module imgutils.tagging.wd14)": [[87, "imgutils.tagging.wd14.denormalize_wd14_emb"]], "get_wd14_tags() (in module imgutils.tagging.wd14)": [[87, "imgutils.tagging.wd14.get_wd14_tags"]], "imgutils.tagging.wd14": [[87, "module-imgutils.tagging.wd14"]], "imgutils.upscale.cdc": [[88, "module-imgutils.upscale.cdc"]], "upscale_with_cdc() (in module imgutils.upscale.cdc)": [[88, "imgutils.upscale.cdc.upscale_with_cdc"]], "imgutils.upscale": [[89, "module-imgutils.upscale"]], "imgutils.utils.cache": [[90, "module-imgutils.utils.cache"]], "ts_lru_cache() (in module imgutils.utils.cache)": [[90, "imgutils.utils.cache.ts_lru_cache"]], "imgutils.utils.func": [[91, "module-imgutils.utils.func"]], "sigmoid() (in module imgutils.utils.func)": [[91, "imgutils.utils.func.sigmoid"]], "imgutils.utils": [[92, "module-imgutils.utils"]], "get_onnx_provider() (in module 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"imgutils.validate.classify.anime_classify"]], "anime_classify_score() (in module imgutils.validate.classify)": [[96, "imgutils.validate.classify.anime_classify_score"]], "imgutils.validate.classify": [[96, "module-imgutils.validate.classify"]], "imgutils.validate.color": [[97, "module-imgutils.validate.color"]], "is_greyscale() (in module imgutils.validate.color)": [[97, "imgutils.validate.color.is_greyscale"]], "anime_completeness() (in module imgutils.validate.completeness)": [[98, "imgutils.validate.completeness.anime_completeness"]], "anime_completeness_score() (in module imgutils.validate.completeness)": [[98, "imgutils.validate.completeness.anime_completeness_score"]], "imgutils.validate.completeness": [[98, "module-imgutils.validate.completeness"]], "anime_dbrating() (in module imgutils.validate.dbrating)": [[99, "imgutils.validate.dbrating.anime_dbrating"]], "anime_dbrating_score() (in module imgutils.validate.dbrating)": [[99, "imgutils.validate.dbrating.anime_dbrating_score"]], "imgutils.validate.dbrating": [[99, "module-imgutils.validate.dbrating"]], "anime_furry() (in module imgutils.validate.furry)": [[100, "imgutils.validate.furry.anime_furry"]], "anime_furry_score() (in module imgutils.validate.furry)": [[100, "imgutils.validate.furry.anime_furry_score"]], "imgutils.validate.furry": [[100, "module-imgutils.validate.furry"]], "imgutils.validate": [[101, "module-imgutils.validate"]], "get_monochrome_score() (in module imgutils.validate.monochrome)": [[102, "imgutils.validate.monochrome.get_monochrome_score"]], "imgutils.validate.monochrome": [[102, "module-imgutils.validate.monochrome"]], "is_monochrome() (in module imgutils.validate.monochrome)": [[102, "imgutils.validate.monochrome.is_monochrome"]], "imgutils.validate.nsfw": [[103, "module-imgutils.validate.nsfw"]], "nsfw_pred() (in module imgutils.validate.nsfw)": [[103, "imgutils.validate.nsfw.nsfw_pred"]], "nsfw_pred_score() (in module imgutils.validate.nsfw)": [[103, "imgutils.validate.nsfw.nsfw_pred_score"]], "anime_portrait() (in module imgutils.validate.portrait)": [[104, "imgutils.validate.portrait.anime_portrait"]], "anime_portrait_score() (in module imgutils.validate.portrait)": [[104, "imgutils.validate.portrait.anime_portrait_score"]], "imgutils.validate.portrait": [[104, "module-imgutils.validate.portrait"]], "anime_rating() (in module imgutils.validate.rating)": [[105, "imgutils.validate.rating.anime_rating"]], "anime_rating_score() (in module imgutils.validate.rating)": [[105, "imgutils.validate.rating.anime_rating_score"]], "imgutils.validate.rating": [[105, "module-imgutils.validate.rating"]], "anime_real() (in module imgutils.validate.real)": [[106, "imgutils.validate.real.anime_real"]], "anime_real_score() (in module imgutils.validate.real)": [[106, "imgutils.validate.real.anime_real_score"]], "imgutils.validate.real": [[106, "module-imgutils.validate.real"]], "imgutils.validate.safe": [[107, "module-imgutils.validate.safe"]], "safe_check() (in module imgutils.validate.safe)": [[107, "imgutils.validate.safe.safe_check"]], "safe_check_score() (in module imgutils.validate.safe)": [[107, "imgutils.validate.safe.safe_check_score"]], "anime_style_age() (in module imgutils.validate.style_age)": [[108, "imgutils.validate.style_age.anime_style_age"]], "anime_style_age_score() (in module imgutils.validate.style_age)": [[108, "imgutils.validate.style_age.anime_style_age_score"]], "imgutils.validate.style_age": [[108, "module-imgutils.validate.style_age"]], "anime_teen() (in module imgutils.validate.teen)": [[109, "imgutils.validate.teen.anime_teen"]], "anime_teen_score() (in module imgutils.validate.teen)": [[109, "imgutils.validate.teen.anime_teen_score"]], "imgutils.validate.teen": [[109, "module-imgutils.validate.teen"]], "imgutils.validate.truncate": [[110, "module-imgutils.validate.truncate"]], "is_truncated_file() (in module imgutils.validate.truncate)": [[110, "imgutils.validate.truncate.is_truncated_file"]]}}) \ No newline at end of file