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1. va1shn9v/PromptIR va1shn9v/PromptIR Public

   PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]

   Python 549 50

2. Restormer Restormer Public

   [CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

   Python 2.7k 333

3. MIRNetv2 MIRNetv2 Public

   [TPAMI 2022] Learning Enriched Features for Fast Image Restoration and Enhancement. Results on Defocus Deblurring, Denoising, Super-resolution, and image enhancement

   Python 488 62

4. MPRNet MPRNet Public

   [CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.

   Python 1.4k 205

5. MIRNet MIRNet Public

   [ECCV 2020] Learning Enriched Features for Real Image Restoration and Enhancement. SOTA results for image denoising, super-resolution, and image enhancement.

   Python 730 97

6. CycleISP CycleISP Public

   [CVPR 2020--Oral] CycleISP: Real Image Restoration via Improved Data Synthesis

   Python 574 80