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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:
    • 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


📊 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! 🧙‍♂️

S
Description
Suite for Windows with Real-ESRGAN, RealESRNet, RealESRAnime, BSRGAN , IRCNN, GFPGAN & RIFE. Upscaling, face restoration, frame interpolation, denoising, batch processing & GPU acceleration in one tool.
Readme MIT 52 MiB
v6.0.3 Latest
2026-06-27 01:48:19 +00:00
Languages
Python 87.5%
TeX 8.3%
Shell 1.9%
Inno Setup 1.3%
PowerShell 1%