https://github.com/dino65-dev/mirnet_plus_esrgan
https://github.com/dino65-dev/mirnet_plus_esrgan
Last synced: over 1 year ago
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- Host: GitHub
- URL: https://github.com/dino65-dev/mirnet_plus_esrgan
- Owner: dino65-dev
- License: mit
- Created: 2024-09-26T21:02:16.000Z (almost 2 years ago)
- Default Branch: main
- Last Pushed: 2024-09-27T07:35:29.000Z (almost 2 years ago)
- Last Synced: 2025-01-22T09:11:59.053Z (over 1 year ago)
- Language: Jupyter Notebook
- Size: 375 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# MIRNet Low-Light Enhancement + ESRGAN Super-Resolution
This repository combines the power of **MIRNet** (Multi-Scale Residual Network) for low-light image enhancement and **ESRGAN** (Enhanced Super-Resolution GAN) for high-resolution image reconstruction. The pipeline first improves low-light images using MIRNet and then applies ESRGAN to upscale the resolution, making it ideal for enhancing and super-resolving dark and blurry images.
## Features
- **Low-Light Enhancement**: Uses MIRNet to improve the visibility of images taken in poor lighting conditions.
- **Super-Resolution**: Utilizes ESRGAN to upscale the image, enhancing fine details and textures.
- **End-to-End Pipeline**: Input an image and get a fully enhanced high-resolution output in a few steps.
### Key Highlights:
- **Features** section describes what the combined model does.
- **Usage** Just run the code and do one thing adjust the path of input output.
- **Contributing** invites users to participate in the project.
- **License** details the licensing information.
Let me know if you'd like to adjust any part!