Alternatives and similar repositories for NAFNet:

Users that are interested in NAFNet are comparing it to the libraries listed below

• swz30 / Restormer
  [CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, d…
  ☆2,008Updated 8 months ago
• swz30 / MPRNet
  [CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.
  ☆1,269Updated last year
• google-research / maxim
  [CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazin…
  ☆1,050Updated last year
• JingyunLiang / SwinIR
  SwinIR: Image Restoration Using Swin Transformer (official repository)
  ☆4,810Updated 11 months ago
• XPixelGroup / HAT
  CVPR2023 - Activating More Pixels in Image Super-Resolution Transformer Arxiv - HAT: Hybrid Attention Transformer for Image Restoration
  ☆1,333Updated 10 months ago
• cszn / KAIR
  Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
  ☆3,135Updated 6 months ago
• JingyunLiang / VRT
  VRT: A Video Restoration Transformer (official repository)
  ☆1,436Updated last year
• cszn / BSRGAN
  Designing a Practical Degradation Model for Deep Blind Image Super-Resolution (ICCV, 2021) (PyTorch) - We released the training code!
  ☆1,280Updated last year
• swz30 / MIRNetv2
  [TPAMI 2022] Learning Enriched Features for Fast Image Restoration and Enhancement. Results on Defocus Deblurring, Denoising, Super-resol…
  ☆444Updated last year
• ZhendongWang6 / Uformer
  [CVPR 2022] Official implementation of the paper "Uformer: A General U-Shaped Transformer for Image Restoration".
  ☆856Updated last month
• Algolzw / image-restoration-sde
  Image Restoration with Mean-Reverting Stochastic Differential Equations, ICML 2023. Winning solution of the NTIRE 2023 Image Shadow Remov…
  ☆649Updated 9 months ago
• cszn / SCUNet
  Practical Blind Denoising via Swin-Conv-UNet and Data Synthesis (Machine Intelligence Research 2023)
  ☆714Updated last year
• wyhuai / DDNM
  [ICLR 2023 Oral] Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model
  ☆1,251Updated last year
• swz30 / MIRNet
  [ECCV 2020] Learning Enriched Features for Real Image Restoration and Enhancement. SOTA results for image denoising, super-resolution, an…
  ☆689Updated last year
• XPixelGroup / BasicSR
  Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResN…
  ☆7,393Updated 9 months ago
• yinboc / liif
  Learning Continuous Image Representation with Local Implicit Image Function, in CVPR 2021 (Oral)
  ☆1,316Updated 3 years ago
• ckkelvinchan / RealBasicVSR
  Official repository of "Investigating Tradeoffs in Real-World Video Super-Resolution"
  ☆966Updated last year
• ChaofWang / Awesome-Super-Resolution
  Collect super-resolution related papers, data, repositories
  ☆2,736Updated last month
• ckkelvinchan / BasicVSR_PlusPlus
  Official repository of "BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment"
  ☆655Updated last year
• Kobaayyy / Awesome-CVPR2025-CVPR2024-CVPR2021-CVPR2020-Low-Level-Vision
  A Collection of Papers and Codes for CVPR2025/CVPR2024/CVPR2021/CVPR2020 Low Level Vision
  ☆1,281Updated this week
• VITA-Group / DeblurGANv2
  [ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wan…
  ☆1,095Updated 2 years ago
• DarrenPan / Awesome-CVPR2024-Low-Level-Vision
  A Collection of Papers and Codes in CVPR2023/2022 about low level vision
  ☆658Updated last year
• cszn / DPIR
  Plug-and-Play Image Restoration with Deep Denoiser Prior (IEEE TPAMI 2021) (PyTorch)
  ☆682Updated 2 years ago
• raywzy / Bringing-Old-Films-Back-to-Life
  Bringing Old Films Back to Life (CVPR 2022)
  ☆535Updated last year
• murufeng / FUIR
  A Flexible and Unified Image Restoration Framework (PyTorch), including state-of-the-art image restoration model. Such as NAFNet, Restorm…
  ☆314Updated 2 years ago
• zsyOAOA / ResShift
  ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting (NeurIPS@2023 Spotlight, TPAMI@2024)
  ☆1,152Updated 3 months ago
• andreas128 / RePaint
  Official PyTorch Code and Models of "RePaint: Inpainting using Denoising Diffusion Probabilistic Models", CVPR 2022
  ☆2,092Updated 2 years ago
• ofsoundof / GRL-Image-Restoration
  ☆402Updated 2 years ago
• m-tassano / fastdvdnet
  FastDVDnet: A Very Fast Deep Video Denoising algorithm
  ☆617Updated last year
• mahmoudnafifi / Exposure_Correction
  Project page of the paper "Learning Multi-Scale Photo Exposure Correction" (CVPR 2021).
  ☆549Updated last year