[ECCV 2024] InstructIR: High-Quality Image Restoration Following Human Instructions https://huggingface.co/spaces/marcosv/InstructIR
☆706Sep 26, 2024Updated last year
Alternatives and similar repositories for InstructIR
Users that are interested in InstructIR are comparing it to the libraries listed below
Sorting:
- [ICLR 2024] Controlling Vision-Language Models for Universal Image Restoration. 5th place in the NTIRE 2024 Restore Any Image Model in th…☆805Aug 7, 2024Updated last year
- PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]☆498Apr 28, 2024Updated last year
- 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…☆228Jan 14, 2025Updated last year
- Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy☆82Mar 17, 2024Updated last year
- [IEEE TPAMI 2025] A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends☆467Feb 8, 2026Updated 3 weeks ago
- ☆111Feb 6, 2025Updated last year
- [TIP2026] Official codes of CCSRv2 and CCSRv1: Improving the Stability and Efficiency of Diffusion Models for Content Consistent Super-Re…☆595Jul 17, 2025Updated 7 months ago
- [ECCV2024] Pixel-Aware Stable Diffusion for Realistic Image Super-Resolution and Personalized Stylization☆1,018Sep 23, 2024Updated last year
- [CVPR2024] SeeSR: Towards Semantics-Aware Real-World Image Super-Resolution☆615Dec 16, 2025Updated 2 months ago
- Image Restoration with Mean-Reverting Stochastic Differential Equations, ICML 2023. Winning solution of the NTIRE 2023 Image Shadow Remov…☆702Jul 23, 2024Updated last year
- PyTorch implementation for All-In-One Image Restoration for Unknown Corruption (AirNet) (CVPR 2022)☆222Aug 21, 2024Updated last year
- This is official implementtaion of "VmambaIR: Visual State Space Model for Image Restoration"☆220May 7, 2025Updated 9 months ago
- [NeurlPS2024] One-Step Effective Diffusion Network for Real-World Image Super-Resolution☆594Apr 20, 2025Updated 10 months ago
- [ECCV 2024] OneRestore: A Universal Restoration Framework for Composite Degradation☆234Nov 21, 2025Updated 3 months ago
- [ECCV2024, CVPR2025] MambaIR and MambaIRv2!☆1,029Apr 15, 2025Updated 10 months ago
- [ECCV 2024] codes of DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior☆4,024Jul 29, 2025Updated 7 months ago
- [ICLR 2025] An Intelligent Agentic System for Complex Image Restoration Problems☆134Mar 12, 2025Updated 11 months ago
- Offical implementation of Universal Image Restoration Pre-training via Degradation Classification (ICLR2025).☆77Sep 2, 2025Updated 5 months ago
- [arXiv 2023] Improving Image Restoration through Removing Degradations in Textual Representations☆94Apr 17, 2024Updated last year
- ComfyUI InstructIR☆77May 22, 2024Updated last year
- [ICCV 2025] FoundIR: Unleashing Million-scale Training Data to Advance Foundation Models for Image Restoration☆221Nov 26, 2025Updated 3 months ago
- one summary of diffusion-based image processing, including restoration, enhancement, coding, quality assessment☆918Jan 19, 2026Updated last month
- [ECCV 2024] UniProcessor: A Text-induced Unified Low-level Image Processor☆25Dec 26, 2024Updated last year
- (CVPR2024) Official implementation of paper: "Selective Hourglass Mapping for Universal Image Restoration Based on Diffusion Model"☆191Dec 27, 2024Updated last year
- [CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, d…☆2,438Oct 23, 2025Updated 4 months ago
- Generative Diffusion Prior for Unified Image Restoration and Enhancement (CVPR2023)☆312Jul 18, 2023Updated 2 years ago
- SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild. Our new online demo is also released at …☆5,459May 12, 2025Updated 9 months ago
- Seeing the Unseen: A Frequency Prompt Guided Transformer for Image Restoration☆54Jul 13, 2025Updated 7 months ago
- [arXiv 2024] LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration☆82May 28, 2025Updated 9 months ago
- [IJCV2024] Exploiting Diffusion Prior for Real-World Image Super-Resolution☆2,634Jul 12, 2024Updated last year
- This project is the official implementation of 'Diffir: Efficient diffusion model for image restoration', ICCV2023☆595Aug 25, 2024Updated last year
- 👁️ 🖼️ 🔥PyTorch Toolbox for Image Quality Assessment, including PSNR, SSIM, LPIPS, FID, NIQE, NRQM(Ma), MUSIQ, TOPIQ, NIMA, DBCNN, BRIS…☆3,127Jan 24, 2026Updated last month
- ☆83Dec 17, 2024Updated last year
- [ICLR 2023 Oral] Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model☆1,328Apr 25, 2024Updated last year
- [ICCV 2023, Oral] Iterative Prompt Learning for Unsupervised Backlit Image Enhancement☆347Dec 7, 2023Updated 2 years ago
- (CVPR 2025) Adversarial Diffusion Compression for Real-World Image Super-Resolution [PyTorch]☆253Apr 5, 2025Updated 10 months ago
- [CVPR 2024] Official code release of our paper "Diff-Plugin: Revitalizing Details for Diffusion-based Low-level tasks"☆173Jun 8, 2024Updated last year
- ☆18Aug 21, 2024Updated last year
- [AAAI 2024] NILUT: Conditional Neural Implicit 3D Lookup Tables for Image Enhancement. Project Website https://mv-lab.github.io/nilut/☆97Jan 29, 2024Updated 2 years ago