Merge pull request #35 from deepghs/dev/hand

dev(narugo): add benchmark for hand detection

docs/source/api_doc/detect/hand.rst

@@ -0,0 +1,14 @@
+imgutils.detect.hand
+==========================
+
+.. currentmodule:: imgutils.detect.hand
+
+.. automodule:: imgutils.detect.hand
+
+
+detect_hands
+------------------------------
+
+.. autofunction:: detect_hands
+
+

docs/source/api_doc/detect/hand_detect_benchmark.plot.py

@@ -0,0 +1,36 @@
+import random
+
+from benchmark import BaseBenchmark, create_plot_cli
+from imgutils.detect import detect_hands
+
+
+class HandDetectBenchmark(BaseBenchmark):
+    def __init__(self, version, level):
+        BaseBenchmark.__init__(self)
+        self.version = version
+        self.level = level
+
+    def load(self):
+        from imgutils.detect.hand import _open_hand_detect_model
+        _ = _open_hand_detect_model(version=self.version, level=self.level)
+
+    def unload(self):
+        from imgutils.detect.hand import _open_hand_detect_model
+        _open_hand_detect_model.cache_clear()
+
+    def run(self):
+        image_file = random.choice(self.all_images)
+        _ = detect_hands(image_file, version=self.version, level=self.level)
+
+
+if __name__ == '__main__':
+    create_plot_cli(
+        [
+            ('hand v0.8 (yolov8s)', HandDetectBenchmark('v0.8', 's')),
+            ('hand v1.0 (yolov8s)', HandDetectBenchmark('v1.0', 's')),
+            ('hand v1.0 (yolov8n)', HandDetectBenchmark('v1.0', 'n')),
+        ],
+        title='Benchmark for Anime Hand Detections',
+        run_times=10,
+        try_times=20,
+    )()