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Read Me

Download the installer from our WarlockHub.

Warlock-Studio logo

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.


Screenshot of Warlock-Studio


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 and Inno Setup 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:
  4. Choose AI Model (Real-ESRGAN, SRGAN, BSRGAN, IRCNN, Waifu2x, Anime4K, etc.)
  5. Set Output Resolution and Format (PNG, JPEG, MP4, …)
  6. Start Processing: hit Start and let the magic happen.
  7. Retrieve Results: the enhanced files will appear in your selected output folder.

Quality Comparison

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!

  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! 🧙‍♂

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