Download the installer from our WarlockHub.
AI-Powered Media Enhancement & Upscaling Suite 1.1
Warlock-Studio is an open-source desktop application that unifies the power of MedIA-Witch and MedIA-Wizard 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.
Installation
Follow these steps to get up and running with Warlock-Studio:
- Run the installer and follow the on-screen prompts.
- Launch the app: open
Warlock-Studio.exeon Windows. - Start enhancing your images and videos with a few clicks!
Warlock-Studio leverages PyInstaller and Inno Setup for effortless packaging and installation.
Key Features
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State-of-the-Art AI Models: Real-ESRGAN, SRGAN, BSRGAN, IRCNN, Waifu2x, Anime4K, and more for noise reduction, resolution boost, and high-fidelity restoration.
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Batch Processing: Upscale and enhance multiple images or videos in one go—ideal for large collections.
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Customizable Workflows: Pick your AI model, output resolution, file format (PNG, JPEG, MP4, etc.), and quality settings to suit any project.
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Intuitive UI: A clean, user-friendly interface designed for both novices and pros—everything you need is a click away.
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Open-Source & Extensible: Licensed under MIT so you can fork, modify, and extend to fit your unique requirements.
How to Use
- Run as Administrator (optional but recommended for best performance).
- Load Media: drag & drop images, videos, or folders into the app.
- Configure Settings:
- Choose AI Model (Real-ESRGAN, SRGAN, BSRGAN, IRCNN, Waifu2x, Anime4K, etc.)
- Set Output Resolution and Format (PNG, JPEG, MP4, …)
- Start Processing: hit Start and let the magic happen.
- Retrieve Results: the enhanced files will appear in your selected output folder.
Quality Comparison
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!
- Fork the repo.
- Create a branch for your feature or fix.
- 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! 🧙♂


