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hygenie1228 / ClothWild_RELEASE

[ECCV 2022] This repo is official PyTorch implementation of 3D Clothed Human Reconstruction in the Wild.
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Test Error #5

Closed BaymaxShao closed 1 year ago

BaymaxShao commented 1 year ago

Sorry to bother you! I have trained a model, but when I evaluate CD and BCC, I meet two problems below:

  1. When I evaluate CD on dataset PW3D, I get an error as the image below shows: 245af504782fd183c745ab104cca26c By debugging, I find the variable 'targets' is empty in line51, main/test.py

  2. When I evaluate BCC on dataset MSCOCO, I get wrong results below: 7f16d4f0949b4c729a51b4befb0760f By debugging, I find the variable 'gt_ids' is an empty list [] in MSCOCO.py

I have tried downloading the dataset again and using the checkpoint you offer, but I get the same situation. So I can't figure out what's wrong.

hygenie1228 commented 1 year ago

Thanks for your interest in our work.

Through your debugging, I can guess what the two symptoms have in common: Target data required for evaluation was properly not loaded.

The problem could be in two parts: 1) data fetch or 2) data transfer.

1) Please check if the data is fetched properly on each dataset.

PW3D: targets['smpl_mesh'] https://github.com/hygenie1228/ClothWild_RELEASE/blob/main/data/PW3D/PW3D.py#L113 MSCOCO: targets['smpl_cloth_idx'] https://github.com/hygenie1228/ClothWild_RELEASE/blob/main/data/MSCOCO/MSCOCO.py#L257

2) Please check the data transfer code in main/model.py.

https://github.com/hygenie1228/ClothWild_RELEASE/blob/main/main/model.py#L126 Keys such as 'smpl_mesh_target' or 'smpl_cloth_idx_target' must exist in targets.

If you've checked both and still have problems, please inform me. Thank you.

BaymaxShao commented 1 year ago

Thanks for your help! Problems have been solved.