https://github.com/ivan-ayub97/media-witch
MedIA-Witch is an open-source desktop application designed to enhance both image and video resolution using advanced AI models.
https://github.com/ivan-ayub97/media-witch
artificial-intelligence artificial-neural-networks enhanced esrgan ffmepg inno-setup nvidia onnx-models python qualityscaler real-esrgan realesrgan upscale-video upscalerimage windows
Last synced: 2 months ago
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MedIA-Witch is an open-source desktop application designed to enhance both image and video resolution using advanced AI models.
- Host: GitHub
- URL: https://github.com/ivan-ayub97/media-witch
- Owner: Ivan-Ayub97
- License: other
- Created: 2025-03-08T10:14:24.000Z (3 months ago)
- Default Branch: main
- Last Pushed: 2025-03-08T19:42:26.000Z (2 months ago)
- Last Synced: 2025-03-08T20:20:21.223Z (2 months ago)
- Topics: artificial-intelligence, artificial-neural-networks, enhanced, esrgan, ffmepg, inno-setup, nvidia, onnx-models, python, qualityscaler, real-esrgan, realesrgan, upscale-video, upscalerimage, windows
- Language: Python
- Homepage:
- Size: 3.9 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- Contributing: CONTRIBUTING.md
- License: LICENSE.md
- Code of conduct: CODE_OF_CONDUCT.md
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README
# MedIA-Witch
### AI-Based Image and Video Enhancement Tool
**MedIA-Witch** is a powerful open-source desktop application for enhancing images and videos using advanced AI models. Based on [QualityScaler](https://github.com/Djdefrag/QualityScaler), the tool integrates optimized models such as **Real-ESRGAN**, **SRGAN**, **BSRGAN**, and **IRCNN**, offering an easy-to-use interface to improve the quality and resolution of your media.
## 🚀 Installation
Follow these steps to get started with **MedIA-Witch**:
### Download
[Click here to download the .exe installer from Google Drive](https://drive.google.com/file/d/1CnmoM4tFXdS3KpNSUvMAOXNhSdAtIwan/view?usp=sharing)
1. **Run the installer** and follow the on-screen instructions.
2. **Launch the application**: Run MedIA-Witch.exe on your Windows system.
3. **Start enhancing your images and videos!**
MedIA-Witch uses [PyInstaller](https://www.pyinstaller.org/) and [InnoSetup](http://www.jrsoftware.org/isinfo.php) for easy installation and executable creation.
## 🌟 Key Features
- **Advanced AI Models for Quality Enhancement:**
- **Real-ESRGAN**, **SRGAN**, **BSRGAN**, and **IRCNN** for enhancing image and video quality, reducing noise, and effectively increasing resolution.
- **Batch Processing:**
Improve multiple images and videos at the same time, ideal for restoring entire collections.
- **Customizable Settings:**
Allows configuring output resolution, image/video format, and selecting the most suitable AI model for the best results.
- **User-Friendly Interface:**
Perfect for users of all levels, with an interface that simplifies media enhancement with just a few clicks.
- **Open-Source:**
MedIA-Witch is available under the **MIT License**, allowing free modification and extension of its functionality.
## 🛠️ How to Use
1. **Launch the application**: Run MedIA-Witch.exe as administrator for better performance.
2. **Select your file**: Upload images, videos, or entire folders to enhance.
3. **Configure the settings**:
- **Choose the AI model** (Real-ESRGAN, SRGAN, BSRGAN, IRCNN, etc.).
- **Adjust output resolution** and format (PNG, JPEG, MP4, etc.).
4. **Start the process**: Click the **Start** button and let MedIA-Witch do its work.
5. **Save the enhanced files**: Once the process is complete, the files will be saved in the selected location.
---
## 🔍 Quality Comparison
Here you can see a comparison between the original image and the enhanced image using the **IRCNN_Mx1_fp16** model.
| Original Image | Enhanced Image (IRCNN_Mx1_fp16) |
| ------------------------------------- | ------------------------------------- |
|  |  |
The image on the left is the original, and the one on the right is the same image enhanced using the **Real-ESRGANx4** model, improving the quality and resolution while maintaining sharp details and reducing visible noise.
---
## 📊 System Requirements
- **Operating System**: Windows 10 or later.
- **RAM**: Minimum 4GB, recommended 8GB or more.
- **GPU**: A **NVIDIA GPU** is recommended for faster processing.
- **Storage**: Enough space for output files depending on the size and number of processed media.
## 📜 Credits and License
**MedIA-Witch** is based on [QualityScaler](https://github.com/Djdefrag/QualityScaler.git) and integrates several open-source technologies, including:
- **[QualityScaler](https://github.com/Djdefrag/QualityScaler.git)** – The main engine for image and video enhancement with AI. (MIT License)
- **[Real-ESRGAN](https://github.com/xinntao/Real-ESRGAN)** – Model for enhancing image resolution. (MIT License)
- **[SRGAN](https://arxiv.org/abs/1609.04802)** – Generative Adversarial Network for super-resolution. (MIT License)
- **[BSRGAN](https://arxiv.org/abs/1901.05324)** – Generative Adversarial Network for degraded images. (MIT License)
- **[IRCNN](https://github.com/lipengFu/IRCNN.git)** – Model for noise reduction and image enhancement. (MIT License)
- **[ONNX Runtime](https://onnxruntime.ai/)** – Optimized engine for running deep learning models. (Apache License 2.0)
- **[FFmpeg](https://ffmpeg.org/)** – Multimedia framework for image and video processing. (LGPL-2.1 or later)
- **[PyInstaller](https://www.pyinstaller.org/)** – Tool for packaging MedIA-Witch into an executable file. (GPLv2 or later)
- **[Inno Setup](http://www.jrsoftware.org/isinfo.php)** – Installer creator. (Inno Setup License)
MedIA-Witch is distributed under the **MIT License**. Please refer to the [LICENSE](LICENSE.md) file for more details.
## 🤝 Contributions
Contributions are welcome! To collaborate:
1. **Fork** the repository and create a new branch.
2. **Make your improvements** or fixes.
3. **Submit a pull request** with a clear description of the changes.
If you have feedback, bug reports, or suggestions, contact us at [[email protected]](mailto:[email protected]).
---
**MedIA-Witch** is a powerful tool driven by open-source technologies, continuously evolving with new improvements to offer you the best media quality. Enjoy enhancing your images and videos! 🚀