09-06-2023 дата публикации
Номер: CN116246223A
Принадлежит:
The invention discloses a dairy cow multi-target tracking algorithm and a health assessment method, and belongs to the technical field of animal husbandry management. Firstly, dairy cow targets need to be identified, a CBAM attention module is added on the basis of a YOLOv7 algorithm, attention features in a channel and a spatial dimension are fused, and then the feature extraction capability of a feature extraction network is improved; meanwhile, cow multi-target tracking is performed on the basis of cow target recognition, trajectory matching is added, the right of tracking trajectory matching for a long time is improved, when the cow target is shielded and the tracking trajectory is lost, the video frame is predicted, and the prediction result of the video frame is matched with the current cow target trajectory, so that the tracking trajectory matching accuracy is improved. And the dairy cow target tracking loss probability is reduced. And finally, a dairy cow health assessment module ...
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