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Published 20 hours ago • verified publisher icon MayankSingal

How much psnr and ssim do you get?

Open Jamescallow opened this issue 6 years ago • 3 comments

Hi, I want to know how much psnr and ssim you can get on Adobe-240 dataset after training? I have an implementation of tensorflow and the psnr is about 26 after training about 200 epoches, can't get 30+ psnr as the paper said.

Jamescallow avatar Jul 16 '18 02:07 Jamescallow

Hey @XingJun940207 Training on Adobe-240 gives around 26 psnr after 200 epochs for me too. I haven't had a chance to run it for longer due to constrained resources. Adding the NFS dataset http://ci2cv.net/nfs/index.html, got the psnr up to ~27. Cheers!

MayankSingal avatar Jul 21 '18 12:07 MayankSingal

I also tried to reproduce papers results. I got similar psnr 26~27 around 200 epoches. maybe some extra technique is needed to get better performance(augmentation or something).

hogeman2 avatar Jul 26 '18 08:07 hogeman2

I also tried to reproduce papers results. I got similar psnr 26~27 around 200 epoches. maybe some extra technique is needed to get better performance(augmentation or something).

may be using different Perceptual loss? The origianl paper used vgg16 model, while this code used resnet18

youyingyin avatar Sep 13 '18 14:09 youyingyin