search

Fanghua-Yu / SUPIR

SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild. Our new online demo is also released at suppixel.ai.
http://supir.xpixel.group/
Other
4.23k stars 372 forks source link

Failed to Reproduce the Robust Encoder #135

Open lusen2000 opened 1 month ago

lusen2000 commented 1 month ago

Hi, I have read the Robust Encoder part of the paper and tried to reproduce it. I used the loss in the paper and the DF2K paired dataset which utilized Real-ESRGAN degradation. But it seems that the vae only output dark images after a few iters of training. Would you enlighten me with more details of this part?

Try-to-Learn-Better commented 2 weeks ago

Hi, I have read the Robust Encoder part of the paper and tried to reproduce it. I used the loss in the paper and the DF2K paired dataset which utilized Real-ESRGAN degradation. But it seems that the vae only output dark images after a few iters of training. Would you enlighten me with more details of this part?

Hello,I also find after denoise_encoder and decoder, the input turns out dark output. Do you solve the problem?