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barisgecer / OSTeC

TF implementation of our CVPR 2021 paper: OSTeC: One-Shot Texture Completion
https://openaccess.thecvf.com/content/CVPR2021/html/Gecer_OSTeC_One-Shot_Texture_Completion_CVPR_2021_paper.html
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Unable to reproduce paper results #17

Closed bosmart closed 2 years ago

bosmart commented 2 years ago

As per the subject line; tried to frontalize the photo of Christopher Lee (top left input in Fig.1), the result looks nothing like yours for some reason...

barisgecer commented 2 years ago

I will have a look, could you share your result in the meantime?

bosmart commented 2 years ago

Input: image

After frontalization: image

barisgecer commented 2 years ago

Hi, thanks for pointing out this problem. I have been working on it a bit and found a series of bug that are triggered by the latest changes I have made in the topology.

As of the commit https://github.com/barisgecer/OSTeC/commit/5f3fa5498d0db956075a30bfde6641861b0c1c6e , this problem should be solved. I am having the following results now: chris_frontal

chris

Pretty close to the ones in the paper, but please note that the paper was using GANFit for face reconstruction which is not publicly available.

Hope this helps, let me know if you have any more questions. Cheers, Baris