How can I get ISP model for your degrade model?

cszn / BSRGAN

Designing a Practical Degradation Model for Deep Blind Image Super-Resolution (ICCV, 2021) (PyTorch) - We released the training code!

Apache License 2.0

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How can I get ISP model for your degrade model? #41

Open yichuangzhang opened 1 year ago

sunyclj commented 1 year ago

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

jarricd commented 1 year ago

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.

en1ero commented 9 months ago

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 _ispmodel 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.

EugeneCh1a commented 3 months ago

@cszn ，I have same problem in isp model