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"
  ☆253Updated last year
• c-yn / IRNeXt
  [ICML2023] IRNeXt: Rethinking Convolutional Network Design for Image Restoration
  ☆73Updated last year
• c-yn / ConvIR
  Revitalizing Convolutional Network for Image Restoration
  ☆143Updated last week
• supersupercong / UHDformer
  [AAAI-24] Correlation Matching Transformation Transformers for UHD Image Restoration
  ☆53Updated last year
• YhuoyuH / RetinexMamba
  ☆120Updated 8 months ago
• c-yn / OKNet
  [AAAI2024] Omni-Kernel Network for Image Restoration
  ☆89Updated 8 months ago
• zirui0625 / DifIISR
  [CVPR 2025] Official implementation for "Diffusion Model with Gradient Guidance for Infrared Image Super-Resolution".
  ☆91Updated last month
• aipixel / FourierDiff
  ☆74Updated last year
• INVOKERer / LoFormer
  ☆59Updated 3 weeks ago
• lbc12345 / SeD
  Semantic-Aware Discriminator for Image Super-Resolution
  ☆161Updated last year
• iSEE-Laboratory / DiffUIR
  (CVPR2024) Official implementation of paper: "Selective Hourglass Mapping for Universal Image Restoration Based on Diffusion Model"
  ☆188Updated last year
• Andrew0613 / X-Restormer
  ECCV2024：A Comparative Study of Image Restoration Networks for General Backbone Network Design
  ☆134Updated 11 months ago
• zzr-idam / UVM-Net
  U-shaped Vision Mamba for Single Image Dehazing
  ☆163Updated last year
• AlexZou14 / Wave-Mamba
  ACMMM2024: Wave-Mamba: Wavelet State Space Model for Ultra-High-Definition Low-Light Image Enhancement
  ☆110Updated 7 months ago
• shallowdream204 / LoRA-IR
  [arXiv 2024] LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration
  ☆79Updated 7 months ago
• eduardzamfir / MoCE-IR
  [CVPR 2025] Complexity Experts are Task-Discriminative Learners for Any Image Restoration
  ☆116Updated 3 weeks ago
• akshaydudhane16 / DyNet
  Maximize Efficiency, Elevate Accuracy: Slash GPU Hours by Half with Efficient Pre-training!
  ☆65Updated last year
• c-yn / FSNet
  [TPAMI] Image Restoration via Frequency Selection
  ☆102Updated 11 months ago
• hejh8 / CFWD
  Low-light Image Enhancement via CLIP-Fourier Guided Wavelet Diffusion. (TOMM)
  ☆84Updated 4 months ago
• jin-cao-tma / HAIR
  The Official Implementation for "HAIR: Hypernetworks-based All-in-One Image Restoration".
  ☆77Updated last year
• va1shn9v / PromptIR
  PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]
  ☆480Updated last year
• jinnh / GSAD
  [NeurIPS 2023] Global Structure-Aware Diffusion Process for Low-Light Image Enhancement
  ☆158Updated last year
• HyemiEsme / PUCA
  hello
  ☆54Updated last year
• siywang541 / Varformer
  ☆61Updated 5 months ago
• CVL-UESTC / PFT-SR
  CVPR2025-Progressive Focused Transformer for Single Image Super-Resolution
  ☆144Updated 5 months ago
• c-yn / SFNet
  [ICLR 2023] Selective Frequency Network for Image Restoration
  ☆149Updated 11 months ago
• cszn / ConverseNet
  Reverse Convolution and Its Applications to Image Restoration (ICCV, 2025)
  ☆122Updated 4 months ago
• ChunmingHe / Reti-Diff
  Official Code for "Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model". A SOTA algorithm in …
  ☆100Updated 7 months ago
• MILab-PKU / dcpt
  Offical implementation of Universal Image Restoration Pre-training via Degradation Classification (ICLR2025).
  ☆72Updated 4 months ago
• quyp2000 / XPSR
  [ECCV2024] XPSR: Cross-modal Priors for Diffusion-based Image Super-Resolution
  ☆78Updated last year