## **Download the installer** from our [WarlockHub](https://warlockhub-17vu0fo.gamma.site/warlockhub).

![Warlock-Studio logo](rsc/banner.png)

### AI-Powered Media Enhancement & Upscaling Suite 1.1

Warlock-Studio is an **open-source desktop application** that unifies the power of [**MedIA-Witch**](https://github.com/Ivan-Ayub97/MedIA-Witch.git) and [**MedIA-Wizard**](https://github.com/Ivan-Ayub97/MedIA-Wizard.git) into a single, seamless platform for AI-driven image and video enhancement. Featuring support for the latest upscaling and restoration models and a sleek, intuitive interface, Warlock-Studio brings professional-grade media processing to everyone.

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![Screenshot of Warlock-Studio](rsc/Capture.png)

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## Installation

Follow these steps to get up and running with Warlock-Studio:

1. **Run the installer** and follow the on-screen prompts.
2. **Launch the app:** open `Warlock-Studio.exe` on Windows.
3. **Start enhancing** your images and videos with a few clicks!

Warlock-Studio leverages [PyInstaller](https://www.pyinstaller.org/) and [Inno Setup](http://www.jrsoftware.org/isinfo.php) for effortless packaging and installation.

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## Key Features

- **State-of-the-Art AI Models:**
  Real-ESRGAN, SRGAN, BSRGAN, IRCNN, Waifu2x, Anime4K, and more for noise reduction, resolution boost, and high-fidelity restoration.

- **Batch Processing:**
  Upscale and enhance multiple images or videos in one go—ideal for large collections.

- **Customizable Workflows:**
  Pick your AI model, output resolution, file format (PNG, JPEG, MP4, etc.), and quality settings to suit any project.

- **Intuitive UI:**
  A clean, user-friendly interface designed for both novices and pros—everything you need is a click away.

- **Open-Source & Extensible:**
  Licensed under MIT so you can fork, modify, and extend to fit your unique requirements.

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## How to Use

1. **Run as Administrator** (optional but recommended for best performance).
2. **Load Media:** drag & drop images, videos, or folders into the app.
3. **Configure Settings:**
   - **Choose AI Model** (Real-ESRGAN, SRGAN, BSRGAN, IRCNN, Waifu2x, Anime4K, etc.)
   - **Set Output Resolution** and **Format** (PNG, JPEG, MP4, …)
4. **Start Processing:** hit **Start** and let the magic happen.
5. **Retrieve Results:** the enhanced files will appear in your selected output folder.

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## Quality Comparison

![Quality Comparison](rsc/Image_comparison.png)

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## System Requirements

- **OS:** Windows 10 or later
- **RAM:** 4 GB minimum (8 GB+ recommended)
- **GPU:** NVIDIA GPU highly recommended for speed
- **Storage:** Ample space for your media files and outputs

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### Integrated Technologies & Licenses

| Technology    | License                   |
| ------------- | ------------------------- |
| QualityScaler | MIT                       |
| RealScaler    | MIT                       |
| Real-ESRGAN   | BSD / Apache 2.0          |
| SRGAN         | Academic / Non-Commercial |
| BSRGAN        | Apache 2.0                |
| IRCNN         | Various                   |
| Waifu2x       | MIT                       |
| Anime4K       | MIT                       |
| ONNX Runtime  | Apache 2.0                |
| FFmpeg        | LGPL-2.1 or later         |
| PyInstaller   | GPLv2+                    |
| Inno Setup    | Inno Setup License        |

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## Contributions

We welcome your contributions!

1. **Fork** the repo.
2. **Create a branch** for your feature or fix.
3. **Submit a Pull Request** with a clear description of your changes.

For bug reports, suggestions or questions, reach out at **<negroayub97@gmail.com>**.

Warlock-Studio combines cutting-edge AI with a powerful yet user-friendly interface—take your media to the next level! 🧙‍♂