Merge pull request #19 from deepghs/dev/face

        model-name:

          #          - 'lpips'

          #          - 'monochrome'

          - 'person_detect'

          #          - 'face_detect'

          #          - 'person_detect'

          - 'face_detect'

          #          - 'manbits_detect'

    steps:

imgutils.detect.face

==========================

.. currentmodule:: imgutils.detect.face

.. automodule:: imgutils.detect.face

detect_faces

------------------------------

.. autofunction:: detect_faces

import random

from benchmark import BaseBenchmark, create_plot_cli

from imgutils.detect import detect_faces

class FaceDetectBenchmark(BaseBenchmark):

    def __init__(self, level, version):

        BaseBenchmark.__init__(self)

        self.level = level

        self.version = version

    def load(self):

        from imgutils.detect.face import _open_face_detect_model

        _ = _open_face_detect_model(level=self.level, version=self.version)

    def unload(self):

        from imgutils.detect.face import _open_face_detect_model

        _open_face_detect_model.cache_clear()

    def run(self):

        image_file = random.choice(self.all_images)

        _ = detect_faces(image_file, level=self.level, version=self.version)

if __name__ == '__main__':

    create_plot_cli(

        [

            ('face v1 (yolov8s)', FaceDetectBenchmark('s', 'v1')),

            ('face v1 (yolov8n)', FaceDetectBenchmark('n', 'v1')),

            ('face v0 (yolov8s)', FaceDetectBenchmark('s', 'v0')),

            ('face v0 (yolov8n)', FaceDetectBenchmark('n', 'v0')),

        ],

        title='Benchmark for Anime Face Detections',

        run_times=10,

        try_times=20,

    )()

from imgutils.detect import detect_faces

from imgutils.detect.visual import detection_visualize

from plot import image_plot

def _detect(img, **kwargs):

    return detection_visualize(img, detect_faces(img, **kwargs))

if __name__ == '__main__':

    image_plot(

        (_detect('nian.png'), 'large scale'),

        (_detect('two_bikini_girls.png'), 'closed faces'),

        (_detect('genshin_post.jpg'), 'multiple'),

        (_detect('mostima_post.jpg'), 'anime style'),

        save_as='face_detect.dat.svg',

        columns=2,

        figsize=(12, 9),

    )