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basicsr

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

danet

Dual Adversarial Network: Toward Real-world Noise Removal and Noise Generation (ECCV 2020) (Pytorch)

dasr

Training and Testing codes for our paper "Real-world Image Super-resolution via Domain-distance Aware Training"

deep_image_prior

Image reconstruction done with untrained neural networks.

edsr-pytorch

PyTorch version of the paper 'Enhanced Deep Residual Networks for Single Image Super-Resolution' (CVPRW 2017)

f-conv

Code of TPAMI 2022

fssr

FSSR codes.

g-cnn

Pytorch Implementation of Group-equivariant Convolutional Networks

image-denoising

kair

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

pngan

"Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial Training" (NeurIPS 2021)

pytorch-cyclegan-and-pix2pix

Image-to-Image Translation in PyTorch

real-world-sr

[ICCVW 2019] PyTorch implementation of DSGAN and ESRGAN-FS from the paper "Frequency Separation for Real-World Super-Resolution". This code was the winning solution of the AIM challenge on Real-World Super-Resolution at ICCV 2019

reproducible-image-denoising-state-of-the-art

Collection of popular and reproducible image denoising works.

video-and-single-image-deraining

【SCIS2021】A comprehensive survey on deraining. Keep updating

vrgnet

【CVPR 2021, Variational Rain Generator】 From Rain Generation to Rain Removal