Alternatives and similar repositories for IDR-Ingredients-oriented-Degradation-Reformulation

Users that are interested in IDR-Ingredients-oriented-Degradation-Reformulation are comparing it to the libraries listed below

• MILab-PKU / dcpt
  Offical implementation of Universal Image Restoration Pre-training via Degradation Classification (ICLR2025).
  ☆45Updated 4 months ago
• XLearning-SCU / 2024-ICML-TAO
  PyTorch implementation for Test-Time Degradation Adaptation for Open-Set Image Restoration (ICML 2024, Spotlight)
  ☆15Updated 10 months ago
• eduardzamfir / MoCE-IR
  [CVPR 2025] Complexity Experts are Task-Discriminative Learners for Any Image Restoration
  ☆65Updated 2 months ago
• J-FHu / CEM
  Codes of Interpreting Low-level Vision Models with Causal Effect Maps
  ☆26Updated 4 months ago
• mdyao / NDR-Restore
  [TIP 2024] Official Implementation of "Neural Degradation Representation Learning for All-In-One Image Restoration"
  ☆32Updated 6 months ago
• jiangyitong / AutoDIR
  ☆86Updated 4 months ago
• hejh8 / CFWD
  ☆72Updated 2 months ago
• Aitical / MCLIR
  [AAAI 2024] Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration
  ☆35Updated last year
• shallowdream204 / LoRA-IR
  [arXiv 2024] LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration
  ☆67Updated last week
• supersupercong / SelfPromer
  [AAAI24] SelfPromer: Self-Prompt Dehazing Transformers with Depth-Consistency
  ☆19Updated 10 months ago
• kkkls / EVSSM
  [CVPR 2025] Efficient Visual State Space Model for Image Deblurring
  ☆54Updated this week
• wlydlut / C2F-DFT
  [CVIU 2024] Coarse-to-Fine Mechanisms Mitigate Diffusion Limitations on Image Restoration
  ☆42Updated 9 months ago
• aipixel / FourierDiff
  ☆53Updated 10 months ago
• Andrew0613 / X-Restormer
  ECCV2024：A Comparative Study of Image Restoration Networks for General Backbone Network Design
  ☆113Updated 4 months ago
• alwaysuu / CLIPDenoising
  CVPR2024: Transfer CLIP for Generalizable Image Denoising
  ☆78Updated last year
• XunpengYi / Diff-Retinex
  Official Code of the Diff-Retinex: Rethinking Low-light Image Enhancement with A Generative Diffusion Model (ICCV2023)
  ☆55Updated 5 months ago
• longzilicart / pip_universal
  ☆50Updated last year
• lll143653 / amsnet
  ☆29Updated 2 months ago
• lzz73 / MSSR-MLP
  [2023 TIP] An Efficient Multiscale Spatial Rearrangement MLP Architecture for Image Restoration.
  ☆11Updated last year
• deng-ai-lab / SFHformer
  When Fast Fourier Transform Meets Transformer for Image Restoration (ECCV 2024)
  ☆71Updated last week
• linxin0 / SCPGabNet
  ☆35Updated 6 months ago
• c-yn / FocalNet
  [ICCV23] Focal Network for Image Restoration
  ☆79Updated last year
• cschenxiang / DCD-GAN
  Unpaired Deep Image Deraining Using Dual Contrastive Learning (CVPR 2022)
  ☆54Updated last year
• cecret3350 / PTTD-Dehazing
  [ECCV 2024] Prompt-based test-time real image dehazing: a novel pipeline
  ☆42Updated 7 months ago
• DrizzleSail / SAM4IR
  Distilling Semantic Priors from SAM to Efficient Image Restoration Models
  ☆14Updated 11 months ago
• nagejacob / SpatiallyAdaptiveSSID
  Spatially Adaptive Self-Supervised Learning for Real-World Image Denoising (CVPR 2023)
  ☆98Updated last year
• daooshee / QuadPrior
  Official code for Zero-Reference Low-Light Enhancement via Physical Quadruple Priors (CVPR-24)
  ☆92Updated last year
• Schizophreni / DerainResearch
  ☆43Updated last month
• XYLGroup / DKP
  ☆60Updated last year
• akshaydudhane16 / DyNet
  Maximize Efficiency, Elevate Accuracy: Slash GPU Hours by Half with Efficient Pre-training!
  ☆57Updated last year