megvii-research / NAFNetLinks
The state-of-the-art image restoration model without nonlinear activation functions.
☆2,718Updated last year
Alternatives and similar repositories for NAFNet
Users that are interested in NAFNet are comparing it to the libraries listed below
Sorting:
- [CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, d…☆2,258Updated this week
- CVPR2023 - Activating More Pixels in Image Super-Resolution Transformer Arxiv - HAT: Hybrid Attention Transformer for Image Restoration☆1,414Updated last year
- Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR☆3,298Updated last year
- Designing a Practical Degradation Model for Deep Blind Image Super-Resolution (ICCV, 2021) (PyTorch) - We released the training code!☆1,319Updated last year
- [CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.☆1,339Updated last year
- SwinIR: Image Restoration Using Swin Transformer (official repository)☆5,126Updated last year
- VRT: A Video Restoration Transformer (official repository)☆1,493Updated 2 years ago
- Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResN…☆7,842Updated last year
- Collect super-resolution related papers, data, repositories☆2,893Updated 2 months ago
- Practical Blind Denoising via Swin-Conv-UNet and Data Synthesis (Machine Intelligence Research 2023)☆757Updated last year
- [CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazin…☆1,075Updated 2 years ago
- [CVPR 2022] Official implementation of the paper "Uformer: A General U-Shaped Transformer for Image Restoration".☆900Updated 7 months ago
- [ICLR 2023 Oral] Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model☆1,308Updated last year
- This is a resouce list for low light image enhancement☆1,670Updated last month
- A Collection of Papers and Codes for CVPR2025/CVPR2024/CVPR2021/CVPR2020 Low Level Vision☆1,505Updated 3 months ago
- Image Restoration with Mean-Reverting Stochastic Differential Equations, ICML 2023. Winning solution of the NTIRE 2023 Image Shadow Remov…☆681Updated last year
- A curated list of resources for Image and Video Deblurring☆2,744Updated 4 months ago
- A Collection of Papers and Codes in CVPR2023/2022 about low level vision☆663Updated last year
- [ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wan…☆1,147Updated 3 years ago
- Official repository of "Investigating Tradeoffs in Real-World Video Super-Resolution"☆1,017Updated 2 years ago
- 👁️ 🖼️ 🔥PyTorch Toolbox for Image Quality Assessment, including PSNR, SSIM, LPIPS, FID, NIQE, NRQM(Ma), MUSIQ, TOPIQ, NIMA, DBCNN, BRIS…☆2,832Updated last week
- [ECCV 2020] Learning Enriched Features for Real Image Restoration and Enhancement. SOTA results for image denoising, super-resolution, an…☆707Updated last year
- Plug-and-Play Image Restoration with Deep Denoiser Prior (IEEE TPAMI 2021) (PyTorch)☆716Updated 2 years ago
- [IEEE TIP] "EnlightenGAN: Deep Light Enhancement without Paired Supervision" by Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, X…☆1,037Updated last year
- Unofficial implementation of Palette: Image-to-Image Diffusion Models by Pytorch☆1,756Updated 2 years ago
- [TPAMI 2022] Learning Enriched Features for Fast Image Restoration and Enhancement. Results on Defocus Deblurring, Denoising, Super-resol…☆463Updated last year
- Official repository of "BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment"☆724Updated last year
- ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting (NeurIPS@2023 Spotlight, TPAMI@2024)☆1,285Updated 3 months ago
- Unofficial implementation of Image Super-Resolution via Iterative Refinement by Pytorch☆3,840Updated last year
- Zero-DCE code and model☆918Updated last year