DarylFernandes99 / Low-light-Image-Enhancement-using-GANLinks
A GAN-based system that transforms dark, poorly lit images into well-illuminated versions. Using a custom encoder-decoder architecture, it enhances brightness and contrast while preserving image details. Effective across various low-light conditions, this model improves visibility for photography, surveillance, and mobile applications.
☆15Updated 8 months ago
Alternatives and similar repositories for Low-light-Image-Enhancement-using-GAN
Users that are interested in Low-light-Image-Enhancement-using-GAN are comparing it to the libraries listed below
Sorting:
- The pytorch implementation of RetinexDIP, a unified zero-reference deep framework for low-light enhancement.☆73Updated 2 years ago
- L^2UWE: A Framework for the Efficient Enhancement of Low-Light Underwater Images Using Local Contrast and Multi-Scale Fusion (CVPRW 2020)☆65Updated 3 years ago
- Official PyTorch implementation of the paper Infrared Image Super-Resolution via Transfer Learning and PSRGAN accepted by IEEE SPL.☆55Updated last year
- [CVPR 2021] This is the official code for the paper "Retinex-inspired Unrolling with Cooperative Prior Architecture Search for Low-light …☆135Updated 4 years ago
- Fast Deep Multi-patch Hierarchical Network for Nonhomogeneous Image Dehazing☆38Updated 5 years ago
- Code Released for URetinex-Net☆216Updated last year
- Dual residual attention network for image denoising (Pattern Recognition, 2024)☆44Updated 2 months ago
- ☆14Updated 9 months ago
- Implementation of the paper, "LIME: Low-Light Image Enhancement via Illumination Map Estimation", which is for my graduation thesis.☆95Updated 4 years ago
- Unofficial PyTorch code for the paper - Deep Retinex Decomposition for Low-Light Enhancement, BMVC'18☆256Updated 5 years ago
- Half Wavelet Attention on M-Net+ for Low-light Image Enhancement☆106Updated 2 years ago
- Cycle-Dehaze : end-to-end generative adversarial networks for single image dehazing☆22Updated 6 years ago
- This is the official Pytorch implementation for our paper "Semantic-Guided Zero-Shot Learning for Low-Light Image/Video Enhancement."☆128Updated 2 months ago
- Official code of "R2RNet: Low-light Image Enhancement Via Real-low to Real-normal Network".☆188Updated 2 years ago
- Official repository for "Light-DehazeNet: A Novel Lightweight CNN Architecture for Single Image Dehazing" [IEEE TIP 2021]☆62Updated last year
- A cross Transformer for image denoising(Information Fusion, 2024)☆77Updated 6 months ago
- ☆36Updated last year
- Attention based Single Image Dehazing Using Improved CycleGAN☆28Updated 3 years ago
- [ACCV2022]☆18Updated 2 years ago
- [CVIU 2024] PPformer: Using pixel-wise and patch-wise cross-attention for low-light image enhancement☆12Updated last year
- paper algorithm implementation: 《color balance and fusion for underwater image enhancement》☆58Updated 8 months ago
- 🎉 Accepted at CVPR 2024 🎉☆77Updated last year
- ☆18Updated 2 years ago
- weitingchen83 / Dehazing-PMHLD-Patch-Map-Based-Hybrid-Learning-DehazeNet-for-Single-Image-Haze-Removal-TIP-2020This is the source code of PMHLD-Patch-Map-Based-Hybrid-Learning-DehazeNet-for-Single-Image-Haze-Removal which has been accepted by IEEE …☆32Updated 3 years ago
- Underwater Image Enhancement☆14Updated 6 years ago
- ☆109Updated 2 years ago
- [SPL 2025] LYT-Net: Lightweight YUV Transformer-based Network for Low-Light Image Enhancement☆142Updated last month
- EDN-GTM for Single Image Dehazing☆46Updated 5 months ago
- Implementation of the paper, "LIME: Low-Light Image Enhancement via Illumination Map Estimation"☆109Updated 5 years ago
- Related paper and code list☆28Updated 4 years ago