NAFNet icon indicating copy to clipboard operation
NAFNet copied to clipboard

The state-of-the-art image restoration model without nonlinear activation functions.

Results 123 NAFNet issues
Sort by recently updated
recently updated
newest added

I want to know the quantitative comparisons between PSNR loss and L1 loss. Since PSNR loss is adopted in NAFNet and HINet, I guess the PSNR loss achieves the better...

转为onnx问题已经解决,代码已经更新。可以供给大家参考,如有侵权,可联系本人删除 https://blog.csdn.net/TF666666/article/details/125678629?spm=1001.2014.3001.5502

Hello and congratulations on your ECCV22 acceptance! I wonder if it's convenient for you to share the pretrained checkpoints of PlainNet and BaselineNet in your paper, many thanks :)

非常感谢你们的工作,训练时的图像尺寸必须是512吗,不同尺寸的输入会影响训练效果吗。测试时大图切片后拼接会出现块状效应,请问有什么好的消除块状的思路可以分享一下吗,感谢

请问作者是否有(计划)提交和公开noise.visinf.tu-darmstadt.de 的结果?

got the following error when running the Replicate demo (Debluring): > CUDA out of memory. Tried to allocate 5.41 GiB (GPU 0; 14.76 GiB total capacity; 9.14 GiB already allocated;...

The testcase used for inference: ![out-of-focus](https://user-images.githubusercontent.com/30183023/178232495-17ac4deb-4ad2-4c4a-bbe2-b4a830c37afe.png)

Hi, Thanks a lot for your awesome work! And it does great help in the research work! May I ask about the performance on other low level tasks, like Deraining,...

Different tasks need required different settings?

This is a problem when I try to run gopro.py. The program tells me that this folder already exists, but in fact it doesn't. I don't know if this is...