How can I get ISP model for your degrade model?

Question

How can I get ISP model for your degrade model?

yichuangzhang opened this issue 2 years ago · comments

yichuangzhang commented 2 years ago

mango · Answer 1 · Wed Oct 19 2022 15:23:13 GMT+0800 (China Standard Time)

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

jarricd · Answer 2 · Thu Oct 20 2022 14:32:57 GMT+0800 (China Standard Time)

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 · Answer 3 · Fri Oct 06 2023 16:52:47 GMT+0800 (China Standard Time)

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.