Merge pull request #41 from deepghs/dev/eye

dev(narugo): add eyes detections

docs/source/api_doc/detect/eye.rst

@@ -0,0 +1,14 @@
+imgutils.detect.eye
+==========================
+
+.. currentmodule:: imgutils.detect.eye
+
+.. automodule:: imgutils.detect.eye
+
+
+detect_eyes
+------------------------------
+
+.. autofunction:: detect_eyes
+
+

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

@@ -0,0 +1,37 @@
+import random
+
+from benchmark import BaseBenchmark, create_plot_cli
+from imgutils.detect import detect_eyes
+
+
+class EyeDetectBenchmark(BaseBenchmark):
+    def __init__(self, level, version):
+        BaseBenchmark.__init__(self)
+        self.level = level
+        self.version = version
+
+    def load(self):
+        from imgutils.detect.eye import _open_eye_detect_model
+        _ = _open_eye_detect_model(level=self.level, version=self.version)
+
+    def unload(self):
+        from imgutils.detect.eye import _open_eye_detect_model
+        _open_eye_detect_model.cache_clear()
+
+    def run(self):
+        image_file = random.choice(self.all_images)
+        _ = detect_eyes(image_file, level=self.level, version=self.version)
+
+
+if __name__ == '__main__':
+    create_plot_cli(
+        [
+            ('eye v1.0 (yolov8s)', EyeDetectBenchmark('s', 'v1.0')),
+            ('eye v1.0 (yolov8n)', EyeDetectBenchmark('n', 'v1.0')),
+            ('eye v0.8 (yolov8s)', EyeDetectBenchmark('s', 'v0.8')),
+            ('eye v0.7 (yolov8s)', EyeDetectBenchmark('s', 'v0.7')),
+        ],
+        title='Benchmark for Anime Eyes Detections',
+        run_times=10,
+        try_times=20,
+    )()