Merge pull request #58 from deepghs/dev/bangumi

dev(narugo): add bangumi_char classifier
deepghs · Dec 16, 2023 · 8e41751 · 8e41751
2 parents 4f95410 + 939966f
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diff --git a/docs/source/api_doc/validate/bangumi_char.plot.py b/docs/source/api_doc/validate/bangumi_char.plot.py
@@ -0,0 +1,15 @@
+import glob
+import os.path
+
+from natsort import natsorted
+
+from plot import image_plot
+
+if __name__ == '__main__':
+    image_plot(
+        *natsorted(glob.glob(os.path.join('bangumi_char', 'vision', '*.jpg'))),
+        *natsorted(glob.glob(os.path.join('bangumi_char', 'imagery', '*.jpg'))),
+        *natsorted(glob.glob(os.path.join('bangumi_char', 'halfbody', '*.jpg'))),
+        *natsorted(glob.glob(os.path.join('bangumi_char', 'face', '*.jpg'))),
+        columns=4, figsize=(10, 15),
+    )
diff --git a/docs/source/api_doc/validate/bangumi_char.plot.py.svg b/docs/source/api_doc/validate/bangumi_char.plot.py.svg
diff --git a/docs/source/api_doc/validate/bangumi_char.rst b/docs/source/api_doc/validate/bangumi_char.rst
@@ -0,0 +1,21 @@
+imgutils.validate.bangumi_char
+=============================================
+
+.. currentmodule:: imgutils.validate.bangumi_char
+
+.. automodule:: imgutils.validate.bangumi_char
+
+
+anime_bangumi_char_score
+-----------------------------
+
+.. autofunction:: anime_bangumi_char_score
+
+
+
+anime_bangumi_char
+-----------------------------
+
+.. autofunction:: anime_bangumi_char
+
+
diff --git a/docs/source/api_doc/validate/bangumi_char/face/13.jpg b/docs/source/api_doc/validate/bangumi_char/face/13.jpg
diff --git a/docs/source/api_doc/validate/bangumi_char/face/14.jpg b/docs/source/api_doc/validate/bangumi_char/face/14.jpg
diff --git a/docs/source/api_doc/validate/bangumi_char/face/15.jpg b/docs/source/api_doc/validate/bangumi_char/face/15.jpg
diff --git a/docs/source/api_doc/validate/bangumi_char/face/16.jpg b/docs/source/api_doc/validate/bangumi_char/face/16.jpg
diff --git a/docs/source/api_doc/validate/bangumi_char/halfbody/10.jpg b/docs/source/api_doc/validate/bangumi_char/halfbody/10.jpg
diff --git a/docs/source/api_doc/validate/bangumi_char/halfbody/11.jpg b/docs/source/api_doc/validate/bangumi_char/halfbody/11.jpg
diff --git a/docs/source/api_doc/validate/bangumi_char/halfbody/12.jpg b/docs/source/api_doc/validate/bangumi_char/halfbody/12.jpg
diff --git a/docs/source/api_doc/validate/bangumi_char/halfbody/9.jpg b/docs/source/api_doc/validate/bangumi_char/halfbody/9.jpg
diff --git a/docs/source/api_doc/validate/bangumi_char/imagery/5.jpg b/docs/source/api_doc/validate/bangumi_char/imagery/5.jpg
diff --git a/docs/source/api_doc/validate/bangumi_char/imagery/6.jpg b/docs/source/api_doc/validate/bangumi_char/imagery/6.jpg
diff --git a/docs/source/api_doc/validate/bangumi_char/imagery/7.jpg b/docs/source/api_doc/validate/bangumi_char/imagery/7.jpg
diff --git a/docs/source/api_doc/validate/bangumi_char/imagery/8.jpg b/docs/source/api_doc/validate/bangumi_char/imagery/8.jpg
diff --git a/docs/source/api_doc/validate/bangumi_char/vision/1.jpg b/docs/source/api_doc/validate/bangumi_char/vision/1.jpg
diff --git a/docs/source/api_doc/validate/bangumi_char/vision/2.jpg b/docs/source/api_doc/validate/bangumi_char/vision/2.jpg
diff --git a/docs/source/api_doc/validate/bangumi_char/vision/3.jpg b/docs/source/api_doc/validate/bangumi_char/vision/3.jpg
diff --git a/docs/source/api_doc/validate/bangumi_char/vision/4.jpg b/docs/source/api_doc/validate/bangumi_char/vision/4.jpg
diff --git a/docs/source/api_doc/validate/bangumi_char_benchmark.plot.py b/docs/source/api_doc/validate/bangumi_char_benchmark.plot.py
@@ -0,0 +1,45 @@
+import os
+import random
+
+from huggingface_hub import HfFileSystem
+
+from benchmark import BaseBenchmark, create_plot_cli
+from imgutils.validate import anime_bangumi_char
+
+hf_fs = HfFileSystem()
+
+_REPOSITORY = 'deepghs/bangumi_char_type'
+_MODEL_NAMES = [
+    os.path.relpath(file, _REPOSITORY).split('/')[0] for file in
+    hf_fs.glob(f'{_REPOSITORY}/*/model.onnx')
+]
+
+
+class AnimeBangumiCharacterBenchmark(BaseBenchmark):
+    def __init__(self, model):
+        BaseBenchmark.__init__(self)
+        self.model = model
+
+    def load(self):
+        from imgutils.validate.bangumi_char import _open_anime_bangumi_char_model
+        _ = _open_anime_bangumi_char_model(self.model)
+
+    def unload(self):
+        from imgutils.validate.bangumi_char import _open_anime_bangumi_char_model
+        _open_anime_bangumi_char_model.cache_clear()
+
+    def run(self):
+        image_file = random.choice(self.all_images)
+        _ = anime_bangumi_char(image_file, self.model)
+
+
+if __name__ == '__main__':
+    create_plot_cli(
+        [
+            (name, AnimeBangumiCharacterBenchmark(name))
+            for name in _MODEL_NAMES
+        ],
+        title='Benchmark for Bangumi Character Type Models',
+        run_times=10,
+        try_times=20,
+    )()