BSRGAN icon indicating copy to clipboard operation
BSRGAN copied to clipboard

How can I get ISP model for your degrade model?

Open yichuangzhang opened this issue 1 year ago • 4 comments

yichuangzhang avatar Sep 12 '22 08:09 yichuangzhang

@yichuangzhang I have the same problem.Please,have you found the corresponding code?

sunyclj avatar Oct 19 '22 07:10 sunyclj

Read the paper. They cite a model in the paper. https://github.com/timothybrooks/unprocessing - that's the repository for the reverse ISP model. You'll have to train in on your own.

jarricd avatar Oct 20 '22 06:10 jarricd

I don't think it is a trainable ISP model what you are looking for. I assume they just organized a series of image processing/unprocessing steps found in unprocessing into PyTorch classes (instead of Tensorflow). These classes inherit from nn.Module in PyTorch and are grouped within a isp_model class, allowing/forcing them to use the forward() method inside the degradation workflow.

So i guess this just enables PyTorch's functionalities for image processing.

en1ero avatar Oct 06 '23 08:10 en1ero

@cszn ,I have same problem in isp model

EugeneCh1a avatar Mar 20 '24 03:03 EugeneCh1a