image-denoising topic

Use deep Convolutional Neural Networks (CNNs) with PyTorch, including investigating DnCNN and U-net architectures

lychengrex

On-Demand Learning for Deep Image Restoration (ICCV 2017)

rhgao

A Flexible and Unified Image Restoration Framework (PyTorch), including state-of-the-art image restoration model. Such as NAFNet, Restormer, MPRNet, MIMO-UNet, SCUNet, SwinIR, HINet, etc. ⭐⭐⭐⭐⭐⭐

murufeng

SUNet: Swin Transformer with UNet for Image Denoising

FanChiMao

Deep Graph-Convolutional Image Denoising

diegovalsesia

PyTorch Implementation of image Restoration Using Very Deep Convolutional Encoder-Decoder Networks with Symmetric Skip Connections (NIPS 2016)

yjn870

PyTorch implementation of Deep Convolution Networks for Compression Artifacts Reduction (ICCV 2015)

yjn870

Pytorch code for "Attention Based Real Image Restoration", IEEE Transactions on Neural Networks and Learning Systems, 2021

saeed-anwar

Code for Non-Local Recurrent Network for Image Restoration (NeurIPS 2018)

Ding-Liu

Code of Non-Local Recurrent Network for Image Restoration (NeurIPS 2018)

Ding-Liu