Top 10 image-super-resolution open source projects

🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.

SwinIR: Image Restoration Using Swin Transformer (official repository)

PyTorch implementation of Image Super-Resolution Using Deep Convolutional Networks (ECCV 2014)

PyTorch implementation of Accelerating the Super-Resolution Convolutional Neural Network (ECCV 2016)

Official PyTorch code for Hierarchical Conditional Flow: A Unified Framework for Image Super-Resolution and Image Rescaling (HCFlow, ICCV2021)

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

paper implement : Fast and Accurate Single Image Super-Resolution via Information Distillation Network

PyTorch implementation of Residual Dense Network for Image Super-Resolution (CVPR 2018)

Official code (Pytorch) for paper Perception-Enhanced Single Image Super-Resolution via Relativistic Generative Networks

A curated list of resources for Low-level Vision Tasks