Upload anime_object_detection/detection/halfbody.py with huggingface_hub

anime_object_detection/detection/halfbody.py

@@ -0,0 +1,33 @@
+import re
+from typing import List, Tuple
+
+from imgutils.data import ImageTyping
+from imgutils.detect.halfbody import detect_halfbody
+
+from .base import DeepGHSObjectDetection
+
+
+def _parse_model_name(model_name: str):
+    matching = re.fullmatch(r'^halfbody_detect_(?P<version>[\s\S]+?)_(?P<level>[\s\S]+?)$', model_name)
+    return matching.group('version'), matching.group('level')
+
+
+class HalfBodyDetection(DeepGHSObjectDetection):
+    def __init__(self):
+        DeepGHSObjectDetection.__init__(self, repo_id='deepghs/anime_halfbody_detection')
+
+    def _get_default_model(self) -> str:
+        return 'halfbody_detect_v1.0_s'
+
+    def _get_default_iou_and_score(self, model_name: str) -> Tuple[float, float]:
+        return 0.7, 0.5
+
+    def _get_labels(self, model_name: str) -> List[str]:
+        return ['halfbody']
+
+    def detect(self, image: ImageTyping, model_name: str,
+               iou_threshold: float = 0.7, score_threshold: float = 0.25) \
+            -> List[Tuple[Tuple[float, float, float, float], str, float]]:
+        version, level = _parse_model_name(model_name)
+        return detect_halfbody(image, level=level, version=version,
+                               conf_threshold=score_threshold, iou_threshold=iou_threshold)