lingtengqiu/OPEC-Net

how to generate the dts

zlmo opened this issue · 4 comments

zlmo commented

Hello, thanks for your code. I have a question aboud the 'gts'. How the gts generated in annotation file? Use Alphapose generate headmaps and then apply soft-argmax on the heatmaps?

Tnanks.

I don't know what you want to know? 'gts' are ground truth of human pose annotated by human e.g. coco annotations. According to our paper, we sample the training dataset if the visible threshold larger than t, where t is the percentage of joints are visible e.g. 40%.

zlmo commented

Sorry, I mean the 'dts'. I want to reimplement the model in mmpose, but can't figure out how the 'dts' generated.

All right. One way to produce 'dts' is that you could inference the results of poses by awesome pose generators e.g. OpenPose, Alphapose and so on (The format of results: x, y ,score). By the way, I am a big fan of mmdetection :).

zlmo commented

Ok, thanks.