The state-of-the-art image restoration model without nonlinear activation functions.
☆3,036Jul 3, 2024Updated last year
Alternatives and similar repositories for NAFNet
Users that are interested in NAFNet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, d…☆2,540Oct 23, 2025Updated 7 months ago
- Test-time Local Converter☆253Jun 9, 2023Updated 2 years ago
- [CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.☆1,386Apr 18, 2024Updated 2 years ago
- [CVPR 2022] Official implementation of the paper "Uformer: A General U-Shaped Transformer for Image Restoration".☆940Mar 21, 2025Updated last year
- Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResN…☆8,264Jul 21, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆402Apr 12, 2022Updated 4 years ago
- SwinIR: Image Restoration Using Swin Transformer (official repository)☆5,487May 14, 2024Updated 2 years ago
- [CVPR 2023] Efficient Frequency Domain-based Transformer for High-Quality Image Deblurring☆387Apr 21, 2025Updated last year
- MIMO-UNet - Official Pytorch Implementation☆449Nov 12, 2021Updated 4 years ago
- Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR☆3,483Oct 2, 2024Updated last year
- KBNet: Kernel Basis Network for Image Restoration☆216Oct 13, 2025Updated 7 months ago
- Practical Blind Denoising via Swin-Conv-UNet and Data Synthesis (Machine Intelligence Research 2023)☆806Dec 15, 2023Updated 2 years ago
- A curated list of resources for Image and Video Deblurring☆2,888Jun 29, 2025Updated 10 months ago
- A Flexible and Unified Image Restoration Framework (PyTorch), including state-of-the-art image restoration model. Such as NAFNet, Restorm…☆342May 24, 2022Updated 4 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- A Collection of Papers and Codes in CVPR2023/2022 about low level vision☆662Mar 1, 2024Updated 2 years ago
- [TPAMI 2022] Learning Enriched Features for Fast Image Restoration and Enhancement. Results on Defocus Deblurring, Denoising, Super-resol…☆485Apr 18, 2024Updated 2 years ago
- ☆418Mar 20, 2023Updated 3 years ago
- [CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazin…☆1,083Jun 9, 2023Updated 2 years ago
- VRT: A Video Restoration Transformer (official repository)☆1,530Jun 18, 2023Updated 2 years ago
- The code for 'Intriguing Findings of Frequency Selection for Image Deblurring' and 'Deep Residual Fourier Transformation for Single Imag…☆278Dec 10, 2025Updated 5 months ago
- [ECCV 2020] Learning Enriched Features for Real Image Restoration and Enhancement. SOTA results for image denoising, super-resolution, an…☆720Apr 18, 2024Updated 2 years ago
- PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]☆524Apr 28, 2024Updated 2 years ago
- PyTorch implementation for All-In-One Image Restoration for Unknown Corruption (AirNet) (CVPR 2022)☆224Aug 21, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- CVPR2023 - Activating More Pixels in Image Super-Resolution Transformer TPAMI - HAT: Hybrid Attention Transformer for Image Restoration☆1,540Jun 2, 2024Updated last year
- [TPAMI 2023 / ACMMM 2022 Best Paper Runner-Up Award] Learnability Enhancement for Low-light Raw Denoising: Where Paired Real Data Meets N…☆177Dec 14, 2023Updated 2 years ago
- ☆109Sep 18, 2024Updated last year
- [ICLR 2024] Controlling Vision-Language Models for Universal Image Restoration. 5th place in the NTIRE 2024 Restore Any Image Model in th…☆813Aug 7, 2024Updated last year
- Image Restoration with Mean-Reverting Stochastic Differential Equations, ICML 2023. Winning solution of the NTIRE 2023 Image Shadow Remov…☆712Jul 23, 2024Updated last year
- [CVPR 2020--Oral] CycleISP: Real Image Restoration via Improved Data Synthesis☆569Sep 24, 2024Updated last year
- Designing a Practical Degradation Model for Deep Blind Image Super-Resolution (ICCV, 2021) (PyTorch) - We released the training code!☆1,372Apr 12, 2024Updated 2 years ago
- A Collection of Papers and Codes for CVPR2026/CVPR2025/CVPR2024/CVPR2021/CVPR2020 Low Level Vision☆1,662Updated this week
- Physics-based Noise Modeling for Extreme Low-light Photography (CVPR 2020 Oral & TPAMI 2021)☆564Dec 9, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [ECCV2024, CVPR2025] MambaIR and MambaIRv2!☆1,108Apr 4, 2026Updated last month
- 记录近期的 1) 图像/视频的超分增强等low level vision任务; 2) 图像生成 等任务相关论文, 主要为18年以后的DL based方法.☆551Mar 6, 2025Updated last year
- [IJCV2024] Exploiting Diffusion Prior for Real-World Image Super-Resolution☆2,652Jul 12, 2024Updated last year
- AI Image Signal Processing and Computational Photography. Official library for NTIRE (CVPR) and AIM (ICCV/ECCV) Challenges. You will find…☆569Mar 5, 2025Updated last year
- Official PyTorch implementation of the paper "Deep Constrained Least Squares for Blind Image Super-Resolution", CVPR 2022.☆245May 13, 2023Updated 3 years ago
- Edge-oriented Convolution Block for Real-time Super Resolution on Mobile Devices, ACM Multimedia 2021☆386Nov 15, 2021Updated 4 years ago
- [ICLR 2023 Oral] Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model☆1,341Apr 25, 2024Updated 2 years ago