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-## **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.
-
---
-
-![Screenshot of Warlock-Studio](rsc/Capture.png)
-
---
-
-## 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.
-
---
-
-## 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.
-
---
-
-## 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.
-
---
-
-## Quality Comparison
-
-![Quality Comparison](rsc/Image_comparison.png)
-
---
-
-## 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
-
---
-
-### 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        |
-
---
-
-## 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! 🧙‍♂