NAFNet
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The state-of-the-art image restoration model without nonlinear activation functions.
arch里 LayerNorm,更接近 InstanceNorm 或 GroupNorm 的变体, mu = x.mean(1, keepdim=True) # shape: (N, 1, H, W) var = (x - mu).pow(2).mean(1, keepdim=True) # shape: (N, 1, H, W) 计算维度:沿 C...
I would like to ask whether or not it would be possible to retrain the NafNet neural network so that they better fit the specific demands of my work. If...
Hi, First of all great project and thank you for your research! I was wondering whether it is possible to upload a NAFNet-REDS-width32 variant model or is there a reason...
感谢作者的工作。如果我希望使用我自己的bmp格式的灰度图数据集对网络进行训练,我应该对哪些内容进行修改?
For users who tested this model, how much inference time showed d on your hardware? For me, It showed 4000ms per one 1920*1080 image on RTX 3090 24GB. I wonder...
 I ran the script command (test.py) in the path "D:\lunwenfuxian\NAFNet-main", but I got the error shown in the figure.How should I resolve this issue? Thank you for your help...
  Previously, I changed "create" to "build" in order to prevent this error. Maybe this behavior has something to do with the above error?
  I ran the script command (test.py) in the path "D:\lunwenfuxian\NAFNet-main", but I got the error shown in the figure.How should I resolve this issue? Do I need to...
I want to access the model's layers and check the outputs of intermediate layers, but I can't access the layers. Can you help me?