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Published 20 hours ago • verified publisher icon wswdx

Quantitative metrics

Open FrankMelon1 opened this issue 4 years ago • 1 comments

Thanks for your great work!

Could you share the SSIM, PSNR, LPIPS, FID, TCM metrics code?

I am looking forward to your reply, thanks!

FrankMelon1 avatar Feb 09 '21 02:02 FrankMelon1

Our evaluation code is not clean yet and relied on many third-party packages. We may release them after after clean-up and with documents in the future. However, it's easy to follow existing works to do the evaluation. SSIM and PSNR are evaluated using scikit-learn, LPIPS is evaluated based on this repository (https://github.com/richzhang/PerceptualSimilarity), FID is evaluated based on this repository (https://github.com/mseitzer/pytorch-fid), TCM is based on our own implementation with the help of FlowNet-v2 (https://github.com/NVIDIA/flownet2-pytorch).

wswdx avatar Feb 09 '21 02:02 wswdx