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Does it possible train a single pose model predict human body and animal at the same time? Any instructions to follow if there no such model provided? Any dataset support both of them? I want detect pose on dog and human at the same time. For detector I can using a coco trained model, and I will select dog and person class, but if there isn't such model I have to using 2 model which is very low efficient. |
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Maybe you can build a model with a shared backbone and multiple heads for human and animal keypoints respectively, and train it with a mixed dataset that gives both human and animal samples in each mini-batch. Relevant discussions can be found at #662 and #757 |
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Maybe you can build a model with a shared backbone and multiple heads for human and animal keypoints respectively, and train it with a mixed dataset that gives both human and animal samples in each mini-batch. Relevant discussions can be found at #662 and #757