[![Version](https://img.shields.io/badge/Version-4.3-FF4500?style=for-the-badge&logo=git&logoColor=white)](https://github.com/Ivan-Ayub97/Warlock-Studio/releases/tag/4.3) [![License](https://img.shields.io/badge/License-MIT-6A0DAD?style=for-the-badge&logo=open-source-initiative&logoColor=white)](LICENSE) [![Last Commit](https://img.shields.io/github/last-commit/Ivan-Ayub97/Warlock-Studio?style=for-the-badge&color=2E8B57&logo=git&logoColor=white)](https://github.com/Ivan-Ayub97/Warlock-Studio/commits/main) [![Platform](https://img.shields.io/badge/Platform-Windows%2011-0078D6?style=for-the-badge&logo=windows11&logoColor=white)](#) [![Python](https://img.shields.io/badge/Python-3.10+-3776AB?style=for-the-badge&logo=python&logoColor=FFD700)](https://www.python.org/) [![Downloads](https://img.shields.io/github/downloads/Ivan-Ayub97/Warlock-Studio/total.svg?style=for-the-badge&color=FFD700&logo=download&logoColor=black)](https://github.com/Ivan-Ayub97/Warlock-Studio/releases) Inspired by [Djdefrag](https://github.com/Djdefrag) tools such as **QualityScaler** and **FluidFrames**, **Warlock-Studio** provides a unified, high-performance platform for **upscaling, restoration, denoising, and frame interpolation**. --- ## 📥 Download Installer

You can download the installer from either option below:

--- ## 🖼️ Interface Previews ![interface](rsc/Capture.png) [Preferences.webm](https://github.com/user-attachments/assets/933003de-7618-4ed4-8815-077c69bf1ebc) --- ## 🖼️ Quality Comparison [WsvideovsGit.webm](https://github.com/user-attachments/assets/c72f389d-827e-49b9-91b7-fd13e5b59f22) [WsvideovsGit2.webm](https://github.com/user-attachments/assets/6695cce2-f42f-4955-8b43-56ec6d7b0bd2) ![Comparison](rsc/image_comparison.png) --- ## ✨ Update 5.0 - **Modular Architecture (v5.0):** The code has been refactored into specialized components (`core`, `preferences`, `console`, `drag_drop`) for **superior stability, fault isolation, and code maintainability**. - **NEO Engine:** Advanced diagnostic subsystem that scans **VRAM, RAM, and CPU topology** to generate **optimal configuration recommendations** in real-time. - **⚙️ Centralized Preferences Panel:** Provides a quick-access **Settings Button** that opens a comprehensive panel for system management: - **UI Control:** Customize the Theme (Light/Dark), Interface Scaling, and Window Opacity. - **Hardware Configuration:** Adjust the **VRAM limit**, select the preferred GPU device, and configure \texttt{tiling} parameters based on **NEO Engine** data. - **Maintenance:** Tools to clear the model cache, manage error logs, and perform online update checks. - **Integrated Console:** A GUI terminal that intercepts `sys.stdout` and `sys.stderr` to display inference logs, errors, and warnings with **syntax highlighting** for instant debugging. - **Native Drag & Drop:** Direct support for dragging and dropping image and video files from the operating system explorer. - *** ## ✨ Key Features - **AI Upscaling & Restoration** – Utilize **Real-ESRGAN, BSRGAN, and IRCNN** models for denoising, super-resolution, and detail recovery. - **Face Restoration (GFPGAN)** – Recover facial details from low-resolution or blurry images and video frames. - **Frame Interpolation (RIFE)** – Smooth motion or generate slow-motion content with **2×, 4×, or 8× interpolation**. - **Advanced Hardware Acceleration** – Intelligent provider selection prioritizes **CUDA**, falls back to **DirectML**, and finally **CPU** for maximum compatibility and performance. - **Batch Processing** – Process multiple media files simultaneously, saving time and effort. - **Custom Workflows** – Fine-grained control over models, resolution, output formats, and quality parameters. - **Open-Source & Extensible** – Fully MIT licensed, for contributors and developers. --- ## 🖥️ System Requirements - **OS:** Windows 11 or Windows 10 (64-bit) - **RAM:** 8GB (minimum) / 16GB+ (recommended for 4K Video) - **GPU:** DirectX 12 compatible graphics card. NVIDIA (for CUDA), AMD, or Intel GPU with up-to-date drivers. - **VRAM:** 4GB+ recommended. The **NEO Engine** automatically tunes limits on startup. - **Storage:** Sufficient free space for input and processed media. SSD highly recommended for video I/O. --- ## 🤝 Contributions We welcome contributions from the community: **Fork** the repository. **Create a branch** for your feature or bug fix. **Submit a Pull Request** with a detailed description and testing notes. 📧 Contact: **[negroayub97@gmail.com](mailto:negroayub97@gmail.com)** --- ## 📜 License © 2025 Iván Eduardo Chavez Ayub Licensed under **MIT**. Additional terms and attributions are provided in **NOTICE.md**. ### 📊 Integrated Technologies & Licenses | Technology | License | Author / Maintainer | Source | | -------------- | ---------------------- | ---------------------------------------- | ----------------------------------------------------------- | | QualityScaler | MIT | [Djdefrag](https://github.com/Djdefrag) | [GitHub](https://github.com/Djdefrag/QualityScaler) | | FluidFrames | MIT | [Djdefrag](https://github.com/Djdefrag) | [GitHub](https://github.com/Djdefrag/FluidFrames) | | Real-ESRGAN | BSD 3-Clause / Apache | Xintao Wang | [GitHub](https://github.com/xinntao/Real-ESRGAN) | | GFPGAN | Apache 2.0 | TencentARC / Xintao Wang | [GitHub](https://github.com/TencentARC/GFPGAN) | | RIFE | Apache 2.0 | hzwer | [GitHub](https://github.com/megvii-research/ECCV2022-RIFE) | | BSRGAN | Apache 2.0 | Kai Zhang | [GitHub](https://github.com/cszn/BSRGAN) | | IRCNN | BSD / Mixed | Kai Zhang | [GitHub](https://github.com/cszn/IRCNN) | | ONNX Runtime | MIT | Microsoft | [GitHub](https://github.com/microsoft/onnxruntime) | | FFmpeg | LGPL / GPL | FFmpeg Team | [Official Site](https://ffmpeg.org) | | ExifTool | Artistic License | Phil Harvey | [Official Site](https://exiftool.org/) | | Python | PSF License | Python Software Foundation | [Official Site](https://www.python.org) | | PyInstaller | GPLv2+ | PyInstaller Team | [GitHub](https://github.com/pyinstaller/pyinstaller) | | Inno Setup | Custom | Jordan Russell | [Official Site](http://www.jrsoftware.org/isinfo.php) |