The architecture of the proposed Swin-Conv-UNet (SCUNet) denoising network. SCUNet exploits the swin-conv (SC) block as the main building block of a UNet backbone. In each SC block, the input is first passed through a 1×1 convolution, and subsequently is split evenly into two feature map...
the new network architecture design achieves state-of-the-art performance and the new degradation model can help to significantly improve the practicability.We believe our work can provide useful insights into current denoising research.The source code is available at https://github.com/cszn/SCUNet....
Network Architecture Dataset Clone repo git clone https://github.com/cszn/KAIR.git pip install -r requirement.txt Training You should modify the json file fromoptionsfirst, for example, setting"gpu_ids": [0,1,2,3]if 4 GPUs are used, setting"dataroot_H": "trainsets/trainH"if path of...