Low Light Image Restoration Computer Vision Tools

There are 32 low light image restoration tools tracked. 1 score above 50 (established tier). The highest-rated is cs-chan/Exclusively-Dark-Image-Dataset at 59/100 with 618 stars.

Get all 32 projects as JSON

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#	Tool	Score	Tier	Stars	Language
1	cs-chan/Exclusively-Dark-Image-Dataset Exclusively Dark (ExDARK) dataset which to the best of our knowledge, is the...	59	Established	618	MATLAB
2	ceciliavision/perceptual-reflection-removal Single Image Reflection Separation with Perceptual Losses	48	Emerging	423	Python
3	Srameo/LED [ICCV 2023] Lighting Every Darkness in Two Pairs: A Calibration-Free...	48	Emerging	400	Python
4	plemeri/InSPyReNet Official PyTorch implementation of Revisiting Image Pyramid Structure for...	47	Emerging	756	Python
5	cidautai/DarkIR CVPR 2025 DarkIR: Robust Low-Light Image Restoration - State of the art low...	44	Emerging	304	Python
6	York-SDCNLab/Ghost-DeblurGAN This is a lightweight GAN developed for real-time deblurring. The model has...	41	Emerging	50	Python
7	cuiziteng/ICCV_MAET 🌕 [ICCV 2021] Multitask AET with Orthogonal Tangent Regularity for Dark...	40	Emerging	185	Python
8	towardsDLCV/RBaIR [Pattern Recognition 2026] Towards Maximizing Feature Efficiency: All-in-One...	39	Emerging	6	Python
9	hzwer/WACV2024-SAFA WACV2024 - Scale-Adaptive Feature Aggregation for Efficient Space-Time Video...	38	Emerging	165	Python
10	bupt-ai-cz/LLVIP LLVIP: A Visible-infrared Paired Dataset for Low-light Vision	38	Emerging	801	Jupyter Notebook
11	zzh-tech/RSCD [CVPR2021] Towards Rolling Shutter Correction and Deblurring in Dynamic Scenes	36	Emerging	92	Jupyter Notebook
12	jinyeying/RaindropClarity [ECCV2024] "Raindrop Clarity: A Dual-Focused Dataset for Day and Night...	35	Emerging	71	Python
13	HrishavBakulBarua/GTA-HDR WACV 2025: Theory, Experiments, Dataset, and Code for our newly proposed LDR...	35	Emerging	31	—
14	IsHYuhi/BEDSR-Net_A_Deep_Shadow_Removal_Network_from_a_Single_Document_Image Unofficial implementation of ''BEDSR-Net: A Deep Shadow Removal from a...	34	Emerging	63	Jupyter Notebook
15	fansuregrin/RAUNE-Net A Residual and Attention-Driven Underwater Image Enhancement (UIE) method.	33	Emerging	47	Python
16	zzh-tech/Dual-Reversed-RS [ECCV2022 Oral] Bringing Rolling Shutter Images Alive with Dual Reversed Distortion	33	Emerging	53	Python
17	miccunifi/TAPE [WACV 2024] - Reference-based Restoration of Digitized Analog Videotapes	32	Emerging	58	Python
18	sharif-apu/twostageHDR_NTIRE21 This is the official implementation of Two-stage LDR to HDR Image...	29	Experimental	37	Python
19	ShinYwings/HDR-Map-Reconstruction-From-a-Single-LDR-Sky-Panoramic-Image-For-Outdoor-Illumination-Estimation Reconstructed HDR maps from a single LDR sky panoramic image that considers...	27	Experimental	14	Python
20	yousefkotp/Flare-Free-Vision-Empowering-Uformer-with-Depth-Insights The official implementation for IEEE-ICASSP 2024 paper "Flare-Free Vision:...	27	Experimental	15	Python
21	alberto-rota/UnReflectAnything [CVPR 2026] UnReflectAnything: RGB-Only Highlight Removal by Rendering...	27	Experimental	4	Python
22	khurramHashmi/FeatEnHancer [ICCV 2023] FeatEnHancer: Enhancing Hierarchical Features for Object...	26	Experimental	40	Python
23	Utkarsh-Deshmukh/Blurry-Image-Detector Robust Python implementation for detecting blurry images using ROI...	24	Experimental	55	Python
24	MyNiuuu/VCSD [CVPR 2023] Visibility Constrained Wide-band Illumination Spectrum Design...	23	Experimental	48	Python
25	chenjingong/DN-ReID [CVPR2024]Day-Night Cross-domain Vehicle Re-identification	21	Experimental	55	Python
26	MohitLamba94/Restoring-Extremely-Dark-Images-In-Real-Time The project is the official implementation of our CVPR 2021 paper,...	17	Experimental	1	Python
27	eth-siplab/RAP Restore Anything Pipeline (RAP): Segment Anything Meets Image Restoration	17	Experimental	72	—
28	Onewit6143/LFPVS_ICCV 🌟 Enhance low-light images by learning features directly from training data...	14	Experimental	—	Python
29	Wenzhengchina/Matching-in-the-Dark Matching in the Dark: A Dataset for Matching Image Pairs of Low-light Scenes...	14	Experimental	20	—
30	Yiiclass/Sherry [ECCV 2024] We provide the Pytorch implementation of "Object-Aware...	13	Experimental	14	Python
31	lightChaserX/neural-global-shutter [CVPR 2022] Neural Global Shutter: Learn to Restore Video from a Rolling...	13	Experimental	13	—
32	Ayaan577/Image-Dehazing Image dehazing with a shifted-window self-attention U-Net (RESIDE SOTS)	10	Experimental	1	Jupyter Notebook