A list of awesome all-in-one image restoration methods. Updating...!
☆98Jun 9, 2025Updated last year
Alternatives and similar repositories for Awesome-All-in-one-Image-Restoration-Methods
Users that are interested in Awesome-All-in-one-Image-Restoration-Methods are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ProRes: Exploring Degradation-aware Visual Prompt for Universal Image Restoration☆110Oct 31, 2024Updated last year
- Towards Real-World Adverse Weather Image Restoration: Enhancing Clearness and Semantics with Vision-Language Models (ECCV 2024)☆16Sep 4, 2025Updated 10 months ago
- 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…☆249Jan 14, 2025Updated last year
- ELMformer: Efficient Raw Image Restoration with a Locally Multiplicative Transformer☆16Jul 12, 2022Updated 4 years ago
- [CVPR 2025] Complexity Experts are Task-Discriminative Learners for Any Image Restoration☆153May 25, 2026Updated 2 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [ECCV 2024] Restore Anything with Masks: Leveraging Mask Image Modeling for Blind All-in-One Image Restoration☆110Apr 21, 2026Updated 3 months ago
- [arXiv 2024] LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration☆84May 28, 2025Updated last year
- [IEEE TPAMI 2025] A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends☆577Updated this week
- The pytorch code of hyperspectral image super-resolution method CST.☆17Sep 11, 2023Updated 2 years ago
- [IEEE TGRS 2024] S3ANet: Spatial-Spectral Self-Attention Learning Network for Defending Against Adversarial Attacks in Hyperspectral Imag…☆41Jul 25, 2024Updated 2 years ago
- hyperspectral image super-resolution☆26Nov 29, 2023Updated 2 years ago
- The official implement of 《Progressive Uncertainty Guided Network for Binary Segmentation of Remote Sensing Imagery》☆15Jan 15, 2026Updated 6 months ago
- ☆111Feb 6, 2025Updated last year
- Offical implementation of Universal Image Restoration Pre-training via Degradation Classification (ICLR2025).☆79Sep 2, 2025Updated 10 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆29Mar 19, 2021Updated 5 years ago
- [ICCV 2025] FoundIR: Unleashing Million-scale Training Data to Advance Foundation Models for Image Restoration☆232Nov 26, 2025Updated 8 months ago
- Codes for 《Towards Complex Backgrounds: A Unified Difference-Aware Decoder for Binary Segmentation》☆18Feb 12, 2026Updated 5 months ago
- [MICCAI 2024] All-In-One Medical Image Restoration via Task-Adaptive Routing (AMIR).☆83Mar 16, 2026Updated 4 months ago
- Source code of ”Ada4DIR: An adaptive model-driven all-in-one image restoration network for remote sensing images”☆15Mar 12, 2025Updated last year
- (CVPR2024) Official implementation of paper: "Selective Hourglass Mapping for Universal Image Restoration Based on Diffusion Model"☆195Dec 27, 2024Updated last year
- The official implementation of InfoRM [NeurIPS 2024].☆16Oct 25, 2025Updated 9 months ago
- The official implement of 《Building-Guided Pseudo-Label Learning for Cross-Modal Building Damage Mapping》☆19Nov 27, 2025Updated 8 months ago
- Official code for GenDeg: Diffusion-Based Degradation Synthesis for Generalizable All-in-One Image Restoration☆68Feb 24, 2026Updated 5 months ago
- AI Agents on 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.
- [ICCV2025] PyTorch implementation of "Perceive, Understand and Restore: Real-World Image Super-Resolution with Autoregressive Multimodal …☆125Jan 24, 2026Updated 6 months ago
- Learning Rain Location Prior for Nighttime Deraining (ICCV2023)☆30Apr 11, 2024Updated 2 years ago
- The code source of MoE-DiffIR☆50Mar 21, 2025Updated last year
- A paper list of recent mamba efforts for low-level vision.☆467Mar 21, 2026Updated 4 months ago
- [TIP 2025] Perceive-IR: Learning to Perceive Degradation Better for All-in-One Image Restoration☆30Dec 10, 2025Updated 7 months ago
- Maximize Efficiency, Elevate Accuracy: Slash GPU Hours by Half with Efficient Pre-training!☆71Mar 31, 2026Updated 3 months ago
- Official implementation of CVPR2021 'Pseudo Facial Generation with Extreme Poses for Face Recognition'☆14May 31, 2022Updated 4 years ago
- GitHub repository for our project "Efficient Degradation-aware Any Image Restoration"☆31Mar 4, 2025Updated last year
- [IEEE TGRS 2023] Deep Blind Super-Resolution for Satellite Video☆45Jul 1, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [WACV 2025 oral] All-in-One Image Compression and Restoration.☆35Apr 5, 2026Updated 3 months ago
- When Schrödinger Bridge Meets Real-World Image Dehazing with Unpaired Training (ICCV2025)☆21Nov 3, 2025Updated 8 months ago
- [ECCV 2024] OneRestore: A Universal Restoration Framework for Composite Degradation☆254Nov 21, 2025Updated 8 months ago
- Gradient as Conditions: Rethinking HOG for All-in-one Image Restoration☆43Mar 22, 2026Updated 4 months ago
- The official implementation of ICLR 2026 "Learning Domain-Aware Task Prompt Representations for Multi-Domain All-in-One Image Restoration…☆16May 26, 2026Updated 2 months ago
- The source code and pre-trained models of PhDnet☆12Sep 27, 2024Updated last year
- A Collection of Low Level Vision Research Groups☆246Apr 15, 2026Updated 3 months ago