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Arthur151 / ROMP

Monocular, One-stage, Regression of Multiple 3D People and their 3D positions & trajectories in camera & global coordinates. ROMP[ICCV21], BEV[CVPR22], TRACE[CVPR2023]
https://www.yusun.work/
Apache License 2.0
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Does Coordconv play a key role when training? #18

Open nebuladream opened 3 years ago

nebuladream commented 3 years ago

I removed Coordconv when training centermap task independently, the training loss similar to the network with Coordconv, but the centermap seems to get bad on the test set.

Arthur151 commented 3 years ago

I haven't made the ablation study of coordconv. But it makes sense that coordconv would be helpful in this cases.

nebuladream commented 3 years ago

Thank you, I will check this problem with more experiments.