Upload anime_object_detection/detection/booru_yolo.py with huggingface_hub

anime_object_detection/detection/booru_yolo.py

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+from typing import List, Tuple
+
+from imgutils.data import ImageTyping
+from imgutils.detect.booru_yolo import detect_with_booru_yolo, _DEFAULT_MODEL
+from imgutils.generic.yolo import _open_models_for_repo_id
+
+from .base import DeepGHSObjectDetection
+
+
+class BooruYOLODetection(DeepGHSObjectDetection):
+    def __init__(self):
+        DeepGHSObjectDetection.__init__(self, repo_id='deepghs/booru_yolo')
+
+    def _get_default_model(self) -> str:
+        return _DEFAULT_MODEL
+
+    def _get_default_iou_and_score(self, model_name: str) -> Tuple[float, float]:
+        return 0.7, 0.25
+
+    def _get_labels(self, model_name: str) -> List[str]:
+        _, _, labels = _open_models_for_repo_id(self._repo_id)._open_model(model_name)
+        return labels
+
+    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]]:
+        return detect_with_booru_yolo(image=image, model_name=model_name,
+                                      iou_threshold=iou_threshold, conf_threshold=score_threshold)