XPixelGroup / BasicSRLinks
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.
☆7,730Updated last year
Alternatives and similar repositories for BasicSR
Users that are interested in BasicSR are comparing it to the libraries listed below
Sorting:
- Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR☆3,261Updated 11 months ago
- Collect super-resolution related papers, data, repositories☆2,860Updated last month
- ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution. The training codes are in BasicSR.☆6,460Updated 2 years ago
- PyTorch version of the paper 'Enhanced Deep Residual Networks for Single Image Super-Resolution' (CVPRW 2017)☆2,563Updated 2 years ago
- SwinIR: Image Restoration Using Swin Transformer (official repository)☆5,068Updated last year
- Winning Solution in NTIRE19 Challenges on Video Restoration and Enhancement (CVPR19 Workshops) - Video Restoration with Enhanced Deformab…☆1,547Updated 4 years ago
- OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs,…☆7,262Updated last year
- A collection of state-of-the-art video or single-image super-resolution architectures, reimplemented in tensorflow.☆1,664Updated 5 years ago
- The state-of-the-art image restoration model without nonlinear activation functions.☆2,659Updated last year
- Designing a Practical Degradation Model for Deep Blind Image Super-Resolution (ICCV, 2021) (PyTorch) - We released the training code!☆1,315Updated last year
- 🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.☆4,783Updated 8 months ago
- [CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, d…☆2,200Updated last year
- A collection of high-impact and state-of-the-art SR methods☆1,884Updated 2 years ago
- PyTorch code for our ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"☆1,453Updated 5 months ago
- A PyTorch implementation of SRGAN based on CVPR 2017 paper "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial …☆1,229Updated last year
- CVPR2023 - Activating More Pixels in Image Super-Resolution Transformer Arxiv - HAT: Hybrid Attention Transformer for Image Restoration☆1,402Updated last year
- VRT: A Video Restoration Transformer (official repository)☆1,477Updated 2 years ago
- Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network☆3,434Updated last year
- Tensorflow 2.x based implementation of EDSR, WDSR and SRGAN for single image super-resolution☆1,513Updated 3 years ago
- Real-World Super-Resolution via Kernel Estimation and Noise Injection☆802Updated 3 years ago
- Unofficial implementation of Image Super-Resolution via Iterative Refinement by Pytorch☆3,824Updated last year
- Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.☆32,517Updated last year
- [CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.☆1,321Updated last year
- Official repository of "Investigating Tradeoffs in Real-World Video Super-Resolution"☆1,005Updated 2 years ago
- [ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wan…☆1,136Updated 3 years ago
- [IJCV2024] Exploiting Diffusion Prior for Real-World Image Super-Resolution☆2,543Updated last year
- LPIPS metric. pip install lpips☆4,047Updated last year
- Handy image viewer based on PyQt5. Convenient for viewing and comparing :-)☆636Updated last year
- Collection of popular and reproducible image denoising works.☆2,474Updated 3 years ago
- Real-World Super-Resolution via Kernel Estimation and Noise Injection☆796Updated 5 years ago