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isarandi / metrabs

Estimate absolute 3D human poses from RGB images.

Home Page:https://arxiv.org/abs/2007.07227

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Results with 3DPW train

raulTrial opened this issue · comments

commented

Hi, Thanks for the nice project. Is there by any chance you have results/model trained on 3DPW too?

commented

Hi, thanks for your interest! I haven't used 3DPW for training. I think that kind of protocol is now discouraged by the 3DPW authors and the whole dataset should be used for testing.

commented

Hi, yes that makes complete sense. The whole HPE is riddled with models trained on different datasets and different evaluation techniques(for ex: full 3dpw test shows better results than only test set); so its a bit hard to gauge what actually makes a method work. But nonetheless you have a very nice approach.

commented

Hi @isarandi, sorry but one more question. Do you have the MPJPE/PA-MPJPE for 3DHP and MuPoTS for the current models? the paper has it but I guess, it was not trained on the large dataset for them. Also, is the results here only for the correctly detected subjects?

commented

I have some new, better models trained on even more datasets. The corresponding paper is already accepted for WACV'23, I'm finalizing the camera ready version.

I can share any type of eval results you need. As there are so many different datasets, eval protocols, eval measures, subsets (like actions), model configurations (backbone, striding, test-time augmentation) etc. it's hard to provide all the numbers, so that page here on Github is just a selection...

commented

Congratulations!!! I'll wait for your paper.