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.

Winning Solution in NTIRE19 Challenges on Video Restoration and Enhancement (CVPR19 Workshops) - Video Restoration with Enhanced Deformable Convolutional Networks. EDVR has been merged into BasicSR and this repo is a mirror of BasicSR.

"Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement" (ICCV 2023) & (NTIRE 2024 Runner-Up)

BasicSR-Examples illustrates how to easily use BasicSR in your own project

Official repository of the Fried Rice Lab, including code resources of the following our works: ESWT [arXiv], etc. This repository also implements many useful features and out-of-the-box image restoration models.

Windows only GUI for ESRGAN with additional features

an inference lib for image/video restoration with VapourSynth support

Face Swap Finetuned Model

an inference lib for video frame interpolation with VapourSynth support

【matlab / python / tkinter / BasicSR】基于EDVR SRCNN FSRCNN 的超分辨率部署程序

A GAN architecture that improves the resolution of the input image 4 times (x4) based on "basicsr" repo

이미지 개선 딥러닝 모델 선택 적용 시스템 (NAFNet, HAT, MAXIM)