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 with us. Our emails: liboyun.gm@gmail.com; gouyuanbiao@gmail.com; haiyuzhao.gm@gmail.com; wangwenxin.gm@gmail.com
☆238Jan 14, 2025Updated last year
Alternatives and similar repositories for Awesome-All-In-One-Image-Restoration
Users that are interested in Awesome-All-In-One-Image-Restoration are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [IEEE TPAMI 2025] A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends☆511Apr 4, 2026Updated last week
- [TIP 2024] Official Implementation of "Neural Degradation Representation Learning for All-In-One Image Restoration"☆39Nov 10, 2024Updated last year
- (CVPR2024) Official implementation of paper: "Selective Hourglass Mapping for Universal Image Restoration Based on Diffusion Model"☆192Dec 27, 2024Updated last year
- A list of awesome all-in-one image restoration methods. Updating...!☆96Jun 9, 2025Updated 10 months ago
- PyTorch implementation for All-In-One Image Restoration for Unknown Corruption (AirNet) (CVPR 2022)☆222Aug 21, 2024Updated last year
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- [ICCV 2025] FoundIR: Unleashing Million-scale Training Data to Advance Foundation Models for Image Restoration☆223Nov 26, 2025Updated 4 months ago
- The Official Implementation for "HAIR: Hypernetworks-based All-in-One Image Restoration".☆76Nov 13, 2024Updated last year
- ECCV2024：A Comparative Study of Image Restoration Networks for General Backbone Network Design☆137Jan 7, 2025Updated last year
- A Collection of Low Level Vision Research Groups☆239Jul 24, 2025Updated 8 months ago
- This is a summary of research on noisy correspondence. There may be omissions. If anything is missing please get in touch with us. Our em…☆129Nov 26, 2025Updated 4 months ago
- [ECCV 2024] InstructIR: High-Quality Image Restoration Following Human Instructions https://huggingface.co/spaces/marcosv/InstructIR☆717Sep 26, 2024Updated last year
- A paper list of recent mamba efforts for low-level vision.☆448Mar 21, 2026Updated 3 weeks ago
- PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]☆514Apr 28, 2024Updated last year
- [arXiv 2024] LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration☆83May 28, 2025Updated 10 months ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- ☆64Jul 27, 2025Updated 8 months ago
- all-in-one image restoration☆57Aug 13, 2025Updated 7 months ago
- ☆111Feb 6, 2025Updated last year
- [ICLR 2025] An Intelligent Agentic System for Complex Image Restoration Problems☆145Mar 12, 2025Updated last year
- ☆54Dec 31, 2023Updated 2 years ago
- A Collection of Papers and Codes for CVPR2026/CVPR2025/CVPR2024/CVPR2021/CVPR2020 Low Level Vision☆1,626Updated this week
- Offical implementation of Universal Image Restoration Pre-training via Degradation Classification (ICLR2025).☆77Sep 2, 2025Updated 7 months ago
- GitHub repository for our project "Efficient Degradation-aware Any Image Restoration"☆31Mar 4, 2025Updated last year
- PyTorch implementation for Test-Time Degradation Adaptation for Open-Set Image Restoration (ICML 2024, Spotlight)☆19Jul 15, 2024Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy☆85Mar 17, 2024Updated 2 years ago
- [ICLR'25] AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation☆233Dec 24, 2025Updated 3 months ago
- [ECCV 2024] OneRestore: A Universal Restoration Framework for Composite Degradation☆241Nov 21, 2025Updated 4 months ago
- Maximize Efficiency, Elevate Accuracy: Slash GPU Hours by Half with Efficient Pre-training!☆69Mar 31, 2026Updated last week
- one summary of diffusion-based image processing, including restoration, enhancement, coding, quality assessment☆932Jan 19, 2026Updated 2 months ago
- [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
- [MICCAI 2024] All-In-One Medical Image Restoration via Task-Adaptive Routing (AMIR).☆75Mar 16, 2026Updated 3 weeks ago
- Xformer: Hybrid X-Shaped Transformer for Image Denoising☆55Feb 20, 2024Updated 2 years ago
- The Official Implementation for paper "Chain-of-Restoration: Multi-Task Image Restoration Models are Zero-Shot Step-by-Step Universal Ima…☆19Oct 14, 2024Updated last year
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Official repository for paper: Exploring the Low-Pass Filtering Behavior in Image Super-Resolution☆41Jul 11, 2024Updated last year
- [ECCV2024, CVPR2025] MambaIR and MambaIRv2!☆1,067Apr 15, 2025Updated 11 months ago
- [AAAI 25] Debiased All-in-one Image Restoration with Task Uncertainty Regularization☆26Dec 19, 2024Updated last year
- A Repository for Diffusion-Model-related Papers in Low-level Vision☆544Feb 23, 2025Updated last year
- Here is the code for the TPAMI paper: Advancing Real-World Image Dehazing:Perspective, Modules, and Training.☆30Dec 29, 2024Updated last year
- [ECCV 2024] UniProcessor: A Text-induced Unified Low-level Image Processor☆26Dec 26, 2024Updated last year
- Code for "Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models" [TPAMI 2023]☆436Feb 23, 2023Updated 3 years ago