Low Light Image Restoration Computer Vision Tools

There are 24 low light image restoration tools tracked. 1 score above 50 (established tier). The highest-rated is cs-chan/Exclusively-Dark-Image-Dataset at 52/100 with 618 stars.

Get all 24 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=computer-vision&subcategory=low-light-image-restoration&limit=20"

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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...	52	Established	618	MATLAB
2	Srameo/LED [ICCV 2023] Lighting Every Darkness in Two Pairs: A Calibration-Free...	41	Emerging	400	Python
3	ceciliavision/perceptual-reflection-removal Single Image Reflection Separation with Perceptual Losses	41	Emerging	423	Python
4	plemeri/InSPyReNet Official PyTorch implementation of Revisiting Image Pyramid Structure for...	40	Emerging	756	Python
5	cidautai/DarkIR CVPR 2025 DarkIR: Robust Low-Light Image Restoration - State of the art low...	37	Emerging	304	Python
6	York-SDCNLab/Ghost-DeblurGAN This is a lightweight GAN developed for real-time deblurring. The model has...	34	Emerging	50	Python
7	cuiziteng/ICCV_MAET 🌕 [ICCV 2021] Multitask AET with Orthogonal Tangent Regularity for Dark...	33	Emerging	185	Python
8	hzwer/WACV2024-SAFA WACV2024 - Scale-Adaptive Feature Aggregation for Efficient Space-Time Video...	31	Emerging	165	Python
9	bupt-ai-cz/LLVIP LLVIP: A Visible-infrared Paired Dataset for Low-light Vision	31	Emerging	801	Jupyter Notebook
10	zzh-tech/RSCD [CVPR2021] Towards Rolling Shutter Correction and Deblurring in Dynamic Scenes	29	Experimental	92	Jupyter Notebook
11	jinyeying/RaindropClarity [ECCV2024] "Raindrop Clarity: A Dual-Focused Dataset for Day and Night...	28	Experimental	71	Python
12	HrishavBakulBarua/GTA-HDR WACV 2025: Theory, Experiments, Dataset, and Code for our newly proposed LDR...	28	Experimental	31	—
13	IsHYuhi/BEDSR-Net_A_Deep_Shadow_Removal_Network_from_a_Single_Document_Image Unofficial implementation of ''BEDSR-Net: A Deep Shadow Removal from a...	27	Experimental	63	Jupyter Notebook
14	zzh-tech/Dual-Reversed-RS [ECCV2022 Oral] Bringing Rolling Shutter Images Alive with Dual Reversed Distortion	26	Experimental	53	Python
15	fansuregrin/RAUNE-Net A Residual and Attention-Driven Underwater Image Enhancement (UIE) method.	26	Experimental	47	Python
16	miccunifi/TAPE [WACV 2024] - Reference-based Restoration of Digitized Analog Videotapes	25	Experimental	58	Python
17	sharif-apu/twostageHDR_NTIRE21 This is the official implementation of Two-stage LDR to HDR Image...	22	Experimental	37	Python
18	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...	20	Experimental	14	Python
19	yousefkotp/Flare-Free-Vision-Empowering-Uformer-with-Depth-Insights The official implementation for IEEE-ICASSP 2024 paper "Flare-Free Vision:...	20	Experimental	15	Python
20	khurramHashmi/FeatEnHancer [ICCV 2023] FeatEnHancer: Enhancing Hierarchical Features for Object...	19	Experimental	40	Python
21	Utkarsh-Deshmukh/Blurry-Image-Detector Robust Python implementation for detecting blurry images using ROI...	17	Experimental	55	Python
22	MyNiuuu/VCSD [CVPR 2023] Visibility Constrained Wide-band Illumination Spectrum Design...	16	Experimental	48	Python
23	chenjingong/DN-ReID [CVPR2024]Day-Night Cross-domain Vehicle Re-identification	14	Experimental	55	Python
24	eth-siplab/RAP Restore Anything Pipeline (RAP): Segment Anything Meets Image Restoration	10	Experimental	72	—