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.
☆14Updated 5 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:
- L^2UWE: A Framework for the Efficient Enhancement of Low-Light Underwater Images Using Local Contrast and Multi-Scale Fusion (CVPRW 2020)☆63Updated 3 years ago
- The pytorch implementation of RetinexDIP, a unified zero-reference deep framework for low-light enhancement.☆73Updated 2 years ago
- Unofficial PyTorch code for the paper - Deep Retinex Decomposition for Low-Light Enhancement, BMVC'18☆244Updated 5 years ago
- Official PyTorch implementation of the paper Infrared Image Super-Resolution via Transfer Learning and PSRGAN accepted by IEEE SPL.☆54Updated last year
- Implementation of the paper, "LIME: Low-Light Image Enhancement via Illumination Map Estimation", which is for my graduation thesis.☆94Updated 4 years ago
- [CVPR 2021] This is the official code for the paper "Retinex-inspired Unrolling with Cooperative Prior Architecture Search for Low-light …☆131Updated 4 years ago
- This is the official Pytorch implementation for our paper "Semantic-Guided Zero-Shot Learning for Low-Light Image/Video Enhancement."☆126Updated 2 weeks ago
- paper algorithm implementation: 《color balance and fusion for underwater image enhancement》☆55Updated 6 months ago
- Implementation of the paper, "LIME: Low-Light Image Enhancement via Illumination Map Estimation"☆106Updated 4 years ago
- a matlab implementation of: Color Balance and Fusion for Underwater Image Enhancement.☆59Updated 4 years ago
- Resources for our paper "Low-Light Image and Video Enhancement: A Comprehensive Survey and Beyond"☆144Updated last year
- Matlab code for STAR: A Structure and Texture Aware Retinex Model, TIP 2020.☆63Updated 5 years ago
- Code Released for URetinex-Net☆205Updated 9 months ago
- Fast Deep Multi-patch Hierarchical Network for Nonhomogeneous Image Dehazing☆38Updated 4 years ago
- Half Wavelet Attention on M-Net+ for Low-light Image Enhancement☆104Updated 2 years ago
- Related paper and code list☆28Updated 4 years ago
- ☆18Updated 2 years ago
- Official repository for "Light-DehazeNet: A Novel Lightweight CNN Architecture for Single Image Dehazing" [IEEE TIP 2021]☆61Updated last year
- EDN-GTM for Single Image Dehazing☆44Updated 3 months ago
- The UGAN Generative Model for Underwater Image Enhancement☆34Updated 5 years ago
- A curated list of awesome dehazing papers☆195Updated 5 years ago
- ☆108Updated 2 years ago
- ☆16Updated 2 years ago
- ☆26Updated 5 years ago
- Official code of "R2RNet: Low-light Image Enhancement Via Real-low to Real-normal Network".☆185Updated 2 years ago
- 基于Retinex模型和多尺度融合的低光照图像增强技术 Low-light image enhancement technology based on Retinex model and multi-scale fusion☆101Updated 3 years ago
- The code for 'Intriguing Findings of Frequency Selection for Image Deblurring' and 'Deep Residual Fourier Transformation for Single Imag…☆272Updated 8 months ago
- Underwater Image Enhancement☆14Updated 6 years ago
- Dual residual attention network for image denoising (Pattern Recognition, 2024)☆44Updated last week
- [CVIU 2024] PPformer: Using pixel-wise and patch-wise cross-attention for low-light image enhancement☆12Updated last year