vjvddlmZddlmZmZmZddlZddlm Z edZ eGdde Z dS)) dataclass)OptionalTupleUnionN)ModelOutputBase)z torch.Tensorz tf.TensorcLeZdZUdZdZeed<dZeed<dZeed<dZ eed<dS)DetectionOutputaThe output class for object detection models. Args: class_ids (`Tensor`, *optional*): class id for each object. boxes (`Tensor`, *optional*): Bounding box for each detected object in [left, top, right, bottom] format. scores (`Tensor`, *optional*): Detection score for each object. keypoints (`Tensor`, *optional*): Keypoints for each object using four corner points in a 8-dim tensor in the order of (x, y) for each corner point. N class_idsscoresboxes keypoints) __name__ __module__ __qualname____doc__r Tensor__annotations__r r r m/lsinfo/ai/hellotax_ai/data_center/backend/venv/lib/python3.11/site-packages/modelscope/outputs/cv_outputs.pyr r s^  IvFFE6Ivrr ) dataclassesrtypingrrrnumpynpmodelscope.outputs.outputsrrr rrrrs"!!!!!))))))))))666666 * + o r