{"repo":"cidautai/DarkIR","free":true,"listed":false,"github":"https://github.com/cidautai/DarkIR","clone":"git clone https://github.com/cidautai/DarkIR.git","description":"CVPR 2025 DarkIR: Robust Low-Light Image Restoration - State of the art low light deblurring. NTIRE 2025 Best Method. [Official PyTorch Implementation]","language":"Python","stars":356,"topics":["blur","camera","computer-vision","deblurring","deep-learning","denoising","image-processing","lol","low-light","restoration"],"license":"MIT","category":"machine-learning","readme_excerpt":"[CVPR 2025] DarkIR: Robust Low-Light Image Restoration Daniel Feijoo, Juan C. Benito, Alvaro Garcia, Marcos V. Conde (CIDAUT AI and University of Wuerzburg) 🚀 The model was presented at CVPR 2025, thanks for your support. Try the model for free in 🤗 HuggingFace Spaces: DarkIR, download model weights/checkpoint and HF checkpoint. TLDR. In low-light conditions, you have noise and blur in the images, yet, previous methods cannot tackle dark noisy images and dark blurry using a single model. We propose the first approach for all-in-one low-light restoration including illumination, noisy and blur enhancement. We evaluate our model on LOLBlur, RealLOLBlur, LOL, LOLv2 and LSRW. Follow this repo to receive updates :) 🔥 [NEWS 2025] DarkIR was a top solution in 3 NTIRE 2025 challenges! - \"NTIRE 2024 challenge on low light image enhancement\" - \"NTIRE 2025 challenge on efficient burst hdr and restoration\" - \"NTIRE 2025 challenge on day and night raindrop removal for dual-focused images\" ABSTRACT Photography during night or in dark conditions typically suffers from noise, low light and blurring issues due to the dim environment and the common use of long exposure. Although Deblurring and Low-light Image Enhancement (LLIE) are related under these conditions, most approaches in image restoration solve these tasks separately. In this paper, we present an efficient and robust neural network for multi-task low-light image restoration. Instead of following the current tendency of Transformer","default_branch":null,"files":null,"tree":[],"storefront":"/r/cidautai","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/cidautai/DarkIR/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}