Alternatives and similar repositories for AdaIR

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

• JianghaiSCU / LightenDiffusion
  Official pytorch implementation for "LightenDiffusion: Unsupervised Low-Light Image Enhancement with Latent-Retinex Diffusion Models"
  ☆257Updated last year
• c-yn / ConvIR
  Revitalizing Convolutional Network for Image Restoration
  ☆144Updated 3 weeks ago
• c-yn / IRNeXt
  [ICML2023] IRNeXt: Rethinking Convolutional Network Design for Image Restoration
  ☆75Updated last year
• CVL-UESTC / Adaptive-Token-Dictionary
  [CVPR 2024] Transcending the Limit of Local Window: Advanced Super-Resolution Transformer with Adaptive Token Dictionary
  ☆191Updated 10 months ago
• iSEE-Laboratory / DiffUIR
  (CVPR2024) Official implementation of paper: "Selective Hourglass Mapping for Universal Image Restoration Based on Diffusion Model"
  ☆191Updated last year
• CVL-UESTC / PFT-SR
  CVPR2025-Progressive Focused Transformer for Single Image Super-Resolution
  ☆151Updated 2 weeks ago
• shallowdream204 / LoRA-IR
  [arXiv 2024] LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration
  ☆80Updated 8 months ago
• lbc12345 / SeD
  Semantic-Aware Discriminator for Image Super-Resolution
  ☆162Updated last year
• c-yn / OKNet
  [AAAI2024] Omni-Kernel Network for Image Restoration
  ☆89Updated 9 months ago
• zzr-idam / UVM-Net
  U-shaped Vision Mamba for Single Image Dehazing
  ☆162Updated last year
• eduardzamfir / MoCE-IR
  [CVPR 2025] Complexity Experts are Task-Discriminative Learners for Any Image Restoration
  ☆128Updated last month
• va1shn9v / PromptIR
  PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]
  ☆492Updated last year
• INVOKERer / LoFormer
  ☆60Updated last month
• Andrew0613 / X-Restormer
  ECCV2024：A Comparative Study of Image Restoration Networks for General Backbone Network Design
  ☆135Updated last year
• INVOKERer / AdaRevD
  ☆91Updated 3 weeks ago
• c-yn / FSNet
  [TPAMI] Image Restoration via Frequency Selection
  ☆103Updated 11 months ago
• AlexZou14 / Wave-Mamba
  ACMMM2024: Wave-Mamba: Wavelet State Space Model for Ultra-High-Definition Low-Light Image Enhancement
  ☆112Updated 8 months ago
• XLearning-SCU / Awesome-All-In-One-Image-Restoration
  This is a summary of research on All-In-One Image/Video Restoration. There may be omissions. If anything is missing please get in touch w…
  ☆225Updated last year
• akshaydudhane16 / DyNet
  Maximize Efficiency, Elevate Accuracy: Slash GPU Hours by Half with Efficient Pre-training!
  ☆70Updated last year
• YhuoyuH / RetinexMamba
  ☆125Updated 8 months ago
• ChunmingHe / Reti-Diff
  Official Code for "Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model". A SOTA algorithm in …
  ☆105Updated 7 months ago
• siywang541 / Varformer
  ☆62Updated 6 months ago
• aipixel / FourierDiff
  ☆76Updated last year
• supersupercong / UHDformer
  [AAAI-24] Correlation Matching Transformation Transformers for UHD Image Restoration
  ☆53Updated last year
• eduardzamfir / seemoredetails
  [ICML 2024] See More Details: Efficient Image Super-Resolution by Experts Mining
  ☆149Updated last month
• jin-cao-tma / HAIR
  The Official Implementation for "HAIR: Hypernetworks-based All-in-One Image Restoration".
  ☆77Updated last year
• zhengchen1999 / RGT
  [ICLR'24] Recursive Generalization Transformer for Image Super-Resolution
  ☆177Updated last year
• cszn / ConverseNet
  Reverse Convolution and Its Applications to Image Restoration (ICCV, 2025)
  ☆125Updated 5 months ago
• MILab-PKU / dcpt
  Offical implementation of Universal Image Restoration Pre-training via Degradation Classification (ICLR2025).
  ☆72Updated 4 months ago
• zirui0625 / DifIISR
  [CVPR 2025] Official implementation for "Diffusion Model with Gradient Guidance for Infrared Image Super-Resolution".
  ☆94Updated 2 months ago