Merge pull request #48 from deepghs/dev/portrait

dev(narugo): add portrait
deepghs · Oct 13, 2023 · 76b5c32 · 76b5c32
2 parents 44f3a41 + 2968acc
commit 76b5c32
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diff --git a/docs/source/api_doc/validate/index.rst b/docs/source/api_doc/validate/index.rst
@@ -14,6 +14,7 @@ imgutils.validate
     color
     monochrome
     nsfw
+    portrait
     rating
     teen
     truncate
diff --git a/docs/source/api_doc/validate/portrait.plot.py b/docs/source/api_doc/validate/portrait.plot.py
@@ -0,0 +1,14 @@
+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('portrait', 'person', '*.jpg'))),
+        *natsorted(glob.glob(os.path.join('portrait', 'halfbody', '*.jpg'))),
+        *natsorted(glob.glob(os.path.join('portrait', 'head', '*.jpg'))),
+        columns=3, figsize=(8, 9),
+    )
diff --git a/docs/source/api_doc/validate/portrait.plot.py.svg b/docs/source/api_doc/validate/portrait.plot.py.svg
diff --git a/docs/source/api_doc/validate/portrait.rst b/docs/source/api_doc/validate/portrait.rst
@@ -0,0 +1,21 @@
+imgutils.validate.portrait
+=============================================
+
+.. currentmodule:: imgutils.validate.portrait
+
+.. automodule:: imgutils.validate.portrait
+
+
+anime_portrait_score
+-----------------------------
+
+.. autofunction:: anime_portrait_score
+
+
+
+anime_portrait
+-----------------------------
+
+.. autofunction:: anime_portrait
+
+
diff --git a/docs/source/api_doc/validate/portrait/halfbody/4.jpg b/docs/source/api_doc/validate/portrait/halfbody/4.jpg
diff --git a/docs/source/api_doc/validate/portrait/halfbody/5.jpg b/docs/source/api_doc/validate/portrait/halfbody/5.jpg
diff --git a/docs/source/api_doc/validate/portrait/halfbody/6.jpg b/docs/source/api_doc/validate/portrait/halfbody/6.jpg
diff --git a/docs/source/api_doc/validate/portrait/head/7.jpg b/docs/source/api_doc/validate/portrait/head/7.jpg
diff --git a/docs/source/api_doc/validate/portrait/head/8.jpg b/docs/source/api_doc/validate/portrait/head/8.jpg
diff --git a/docs/source/api_doc/validate/portrait/head/9.jpg b/docs/source/api_doc/validate/portrait/head/9.jpg
diff --git a/docs/source/api_doc/validate/portrait/person/1.jpg b/docs/source/api_doc/validate/portrait/person/1.jpg
diff --git a/docs/source/api_doc/validate/portrait/person/2.jpg b/docs/source/api_doc/validate/portrait/person/2.jpg
diff --git a/docs/source/api_doc/validate/portrait/person/3.jpg b/docs/source/api_doc/validate/portrait/person/3.jpg
diff --git a/docs/source/api_doc/validate/portrait_benchmark.plot.py b/docs/source/api_doc/validate/portrait_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_portrait
+
+hf_fs = HfFileSystem()
+
+_REPOSITORY = 'deepghs/anime_portrait'
+_MODEL_NAMES = [
+    os.path.relpath(file, _REPOSITORY).split('/')[0] for file in
+    hf_fs.glob(f'{_REPOSITORY}/*/model.onnx')
+]
+
+
+class AnimePortraitBenchmark(BaseBenchmark):
+    def __init__(self, model):
+        BaseBenchmark.__init__(self)
+        self.model = model
+
+    def load(self):
+        from imgutils.validate.portrait import _open_anime_portrait_model
+        _ = _open_anime_portrait_model(self.model)
+
+    def unload(self):
+        from imgutils.validate.portrait import _open_anime_portrait_model
+        _open_anime_portrait_model.cache_clear()
+
+    def run(self):
+        image_file = random.choice(self.all_images)
+        _ = anime_portrait(image_file, self.model)
+
+
+if __name__ == '__main__':
+    create_plot_cli(
+        [
+            (name, AnimePortraitBenchmark(name))
+            for name in _MODEL_NAMES
+        ],
+        title='Benchmark for Anime Portrait Models',
+        run_times=10,
+        try_times=20,
+    )()