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Parametric shape alignment

Open OmerMachluf opened this issue 1 year ago • 7 comments

Hi, thanks for sharing this work -- it looks great! The paper mentions parametric shape alignment that sounds intriguing. however, i'm not seeing any reference to those models in the codebase. do you plan to release the inference/models for that as well?.

OmerMachluf avatar Mar 25 '24 17:03 OmerMachluf

@OmerMachluf They have used parametric models to render normals, masks etc. It would be difficult to use parametric models directly for guidance; so they projected them to 2D images.

alethea-deepak avatar Mar 25 '24 18:03 alethea-deepak

@i-amgeek I think the question is how do they fit the parametric model to different body types. In the example_data all of the control renders are the same body type, but this image shows a different body type in the lower right corner?

sam598 avatar Mar 25 '24 19:03 sam598

@OmerMachluf They have used parametric models to render normals, masks etc. It would be difficult to use parametric models directly for guidance; so they projected them to 2D images.

@i-amgeek appreciate your response. The question is about the fitting as @sam598 mentioned The paper mentions fitting one smplx model into the driving video smplx model by displacing the pose from the driving video smplx and transferring it into the new model. I was wondering if there is any available code ref for that because it seems to be a vital step in order to reproduce the results mentioned in the paper for other ref/videos.

OmerMachluf avatar Mar 25 '24 19:03 OmerMachluf

Hi there, we have released our code for Rendering & SMPL, check the readme for details! And for the parametric shape alignment, we just name it Transfer SMPL in the instructions. Try on that!👏

Leoooo333 avatar Apr 03 '24 10:04 Leoooo333

@Leoooo333 Thanks! Appreciate your contributions to the community :) I do see the update in the readme and the additional 4d humans submomdule, but I couldn't locate the transfer_smpl.py file that it's referencing in the git or in the last commit that updated the readme, maybe you forgot to attach that file to the commit? :)

OmerMachluf avatar Apr 03 '24 19:04 OmerMachluf

Hi, it’s in our fork ‘4D-Humans/transfer_smpl.py’.And it need to run in 4D-Hunans conda environment , and would be better to ‘cd’ in the 4D-Humans directory and then dealing with these SMPL & Rendering thing.

Leoooo333 avatar Apr 04 '24 00:04 Leoooo333

@OmerMachluf We have released the SMPL & Rending code. Git clone the updated Champ and have a try!

Leoooo333 avatar Apr 12 '24 05:04 Leoooo333

Closing this issue. If any further questions, please reopen or create a new one.

AricGamma avatar Apr 12 '24 07:04 AricGamma