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Warlock-Studio-Universal/README.md
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Iván Eduardo Chavez Ayub 12303981d0 Update README.md
2025-08-16 21:33:27 -06:00

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![Warlock-Studio banner](Assets/banner.png)
<div align="center">
### _AI Media Enhancement Suite_
[![Build Status](https://img.shields.io/badge/build-Stable_Release-blue?style=for-the-badge)](https://github.com/Ivan-Ayub97/Warlock-Studio/releases)
[![Version](https://img.shields.io/badge/Version-4.1--08.01-darkred?style=for-the-badge)](https://github.com/Ivan-Ayub97/Warlock-Studio/releases/tag/4.1)
[![License](https://img.shields.io/badge/License-MIT-purple?style=for-the-badge)](LICENSE)
[![Downloads](https://img.shields.io/github/downloads/Ivan-Ayub97/Warlock-Studio/total?style=for-the-badge&color=gold)](https://github.com/Ivan-Ayub97/Warlock-Studio/releases)
_Transform your media with cutting-edge AI technology_
---
**Warlock-Studio** is an open-source desktop application for **Windows** that integrates state-of-the-art AI models for video and image enhancement.
Inspired by [Djdefrag](https://github.com/Djdefrag) tools like **QualityScaler** and **FluidFrames**, this suite offers a unified, high-performance interface for **upscaling, restoration, and frame interpolation**.
Version **4.1** introduces improved GPU utilization, compatibility fixes, and optimized model loading for a faster, more stable experience.
---
## 📥 Download Installer (v4.1)
Get the latest stable release:
<table>
<tr>
<td align="center">
<a href="https://sourceforge.net/p/warlock-studio/">
<img alt="Download Warlock-Studio" src="https://sourceforge.net/sflogo.php?type=18&amp;group_id=3880091" width="200">
</a>
</td>
<td align="center">
<a href="https://github.com/Ivan-Ayub97/Warlock-Studio/releases/download/v4.1/Warlock-Studio4.1Setup.zip">
<img src="rsc/GitHub_Logo_WS.png" alt="Download from GitHub" width="200" />
</a>
</td>
<td align="center">
<a href="https://ivanayub97.itch.io/warlock-studio">
<img src="rsc/itch.io.png" alt="Download from itch.io" width="200" />
</a>
</td>
</tr>
</table>
---
## ✨ Key Features
- **AI Upscaling & Restoration** – Real-ESRGAN, BSRGAN, IRCNN for denoising, upscaling, and detail recovery.
- **Face Restoration (GFPGAN)** – Revive blurry or low-quality portraits in photos and videos.
- **Frame Interpolation (RIFE)** – Generate **2×, 4×, 8×** smoother motion or slow-motion.
- **Modern UI** – Redesigned in v4.0 for an intuitive, streamlined experience.
- **Batch Processing** – Handle multiple media files simultaneously.
- **Custom Workflows** – Full control over models, resolution, output format, and quality.
- **Open-Source & Extensible** – Licensed under MIT, with a modular architecture for contributors.
---
## 🆕 What’s New in v4.1
- 🔧 Removed outdated SuperResolution-10 model.
- ✅ Robust ONNX loading & GPU acceleration.
- ✅ Fixed import errors & improved type annotations.
- ✅ Enhanced error handling with graceful fallbacks.
- 🟢 Better GPU utilization & resource management.
- 🚀 Compatibility fixes for NumPy & OpenCV.
- 📦 Stability improvements & refined memory usage.
- ✅ Improved startup reliability & user notifications.
---
## 🌐 Smart Model Distribution System (v4.0+)
### 🎯 Lightweight Installation
- Installer reduced from **1.4GB → 450MB** (–68%).
- Models (~400MB) download automatically on first launch.
- Bandwidth-friendly setup.
### 🛡️ Reliability
- **Integrity checks** on downloaded models.
- **Graceful degradation** if models are missing.
- **Offline support** for manual model placement.
---
## 🖼️ Interface Previews
**Main Window**
![Main interface](rsc/Capture.png)
**RIFE Options**
![RIFE Options](rsc/CaptureRIFE.png)
---
## 🚀 How to Use
1. Run as **Administrator** (recommended).
2. **Load Media**: Import images or videos.
3. **Configure Settings**:
- Choose AI model (Real-ESRGAN, GFPGAN, etc.)
- Set resolution, format, interpolation, etc.
4. **Start Processing** with **"Make Magic"**.
5. Retrieve results from the output folder.
---
## 🖼️ Quality Comparison
Enhanced image using **BSRGANx2**
![Comparison](rsc/image_comparison.png)
---
## 📊 Model Comparison
| Model File | Use Case | Speed | Quality | Notes |
|--------------------------|------------------------------------------|---------|---------|-------|
| **GFPGANv1.4** | Face restoration | High | High | Great for blurry faces |
| **BSRGANx2** | 2× upscale + denoising | Medium | Very High | For lightly degraded images |
| **BSRGANx4** | 4× upscale + denoising | Low | Very High | For heavily degraded media |
| **RIFE** | Smooth frame interpolation | High | High | Best quality for motion |
| **RIFE-Lite** | Faster interpolation | Very High | Medium | Lightweight alternative |
| **RealESRGANx4** | General 4× upscale | Medium | High | Great all-rounder |
| **RealESRNetx4** | Subtle restoration without oversharpen | Medium | High | Preserves natural look |
| **RealSRx4_Anime** | Anime / line-art upscale | Medium | High | Clean edges for 2D art |
| **IRCNN_L** | Light denoising | High | Medium | Mild artifact removal |
| **IRCNN_M** | Medium denoising | High | Medium | Stronger artifact cleanup |
---
## ⚙️ Installation
1. **Download installer** (links above).
2. **Run setup** and follow steps.
3. Launch from Start Menu / Desktop shortcut.
Warlock-Studio is packaged with **PyInstaller** + **Inno Setup**.
### Installer Previews
![Installer 1](rsc/Installation_window.png)
![Installer 2](rsc/Installation_window2.png)
![Installer 3](rsc/Installation_window3.png)
---
## 🖥️ System Requirements
- **OS:** Windows 10+ (64-bit)
- **RAM:** 8GB+ recommended
- **GPU:** NVIDIA or DirectML-compatible GPU recommended
- **Storage:** Enough for input + processed media
---
## 📌 Development Status (v4.1-08.01)
| Component | Status | Notes |
|-----------------------------|------------|-------|
| Upscaling Models | 🟢 Stable | VRAM recovery integrated |
| Optimized Model Suite | 🟢 Enhanced | Streamlined & reliable |
| Face Restoration (GFPGAN) | 🟢 Stable | High-quality face fix |
| Frame Interpolation (RIFE) | 🟢 Stable | Smooth motion, slow-mo |
| Batch Processing | 🟢 Stable | Improved error handling |
| User Interface (UI/UX) | 🟢 Refined | Clean, integrated models |
| GPU Management | 🟢 Enhanced | Robust ONNX + fallbacks |
| Code Quality | 🟢 Improved | Refactored & type-safe |
| Installer & Packaging | 🟢 Stable | Seamless setup |
---
## 📂 Project Structure
</div>
```bash
Warlock-Studio/
├── AI-onnx/ # Pre-trained ONNX models for AI processing
│ ├── BSRGANx2_fp16.onnx
│ ├── BSRGANx4_fp16.onnx
│ ├── GFPGANv1.4.fp16.onnx
│ ├── IRCNN_Lx1_fp16.onnx
│ ├── IRCNN_Mx1_fp16.onnx
│ ├── RealESR_Animex4_fp16.onnx
│ ├── RealESR_Gx4_fp16.onnx
│ ├── RealESRGANx4_fp16.onnx
│ ├── RealESRNetx4_fp16.onnx
│ ├── RealSRx4_Anime_fp16.onnx
│ ├── RIFE_fp32.onnx
│ └── RIFE_Lite_fp32.onnx
│
├── Assets/ # App assets and third-party binaries
│ ├── banner.png
│ ├── clear_icon.png
│ ├── exiftool.exe
│ ├── ffmpeg.exe
│ ├── info_icon.png
│ ├── logo.ico
│ ├── logo.png
│ ├── stop_icon.png
│ ├── upscale_icon.png
│ ├── wizard-image.bmp
│ └── wizard-small.bmp
│
├── rsc/ # UI images, workflows, and branding
│ ├── badge-color.png
│ ├── Capture.png
│ ├── CaptureRIFE.png
│ ├── google_drive-logo.png
│ ├── WorkflowBSRGAN.png
│ ├── WorkflowIRCNN.png
│ ├── WorkflowRealESRGAN.png
│ ├── WorkflowRIFE.png
│ └── Installation_window2.png
│
├── Manual/ # LaTeX sources and generated manuals
│ ├── Manual_EN.tex
│ ├── Manual_ES.tex
│ ├── Manual_EN.pdf
│ └── Manual_ES.pdf
│
├── Warlock-Studio.py # Main application script
├── Warlock-Studio.spec # PyInstaller spec file
├── Setup.iss # Inno Setup installer script
│
├── README.md # Project overview (this file)
├── requirements.txt
├── CHANGELOG.md # Version history
├── LICENSE # License info (standard)
├── License.txt
├── NOTICE.md # Notices and attributions
├── CODE_OF_CONDUCT.md # Contributor behavior guidelines
├── CONTRIBUTING.md # Contribution guide
└── SECURITY.md # Security reporting policies
```
<div align="center">
---
## 🔗 Integrated Technologies & Licenses
| Technology | License | Author | Source |
|---------------|------------|--------|--------|
| Real-ESRGAN | BSD/Apache | [Xintao Wang](https://github.com/xinntao) | [GitHub](https://github.com/xinntao/Real-ESRGAN) |
| GFPGAN | Apache 2.0 | [TencentARC](https://github.com/TencentARC) | [GitHub](https://github.com/TencentARC/GFPGAN) |
| RIFE | Apache 2.0 | [hzwer](https://github.com/hzwer) | [GitHub](https://github.com/megvii-research/ECCV2022-RIFE) |
| BSRGAN | Apache 2.0 | [Kai Zhang](https://github.com/cszn) | [GitHub](https://github.com/cszn/BSRGAN) |
| IRCNN | BSD/Mixed | [Kai Zhang](https://github.com/cszn) | [GitHub](https://github.com/cszn/IRCNN) |
| Anime4K | MIT | [bloc97](https://github.com/bloc97) | [GitHub](https://github.com/bloc97/Anime4K) |
| ONNX Runtime | MIT | [Microsoft](https://github.com/microsoft) | [GitHub](https://github.com/microsoft/onnxruntime) |
| PyTorch | BSD-3 | [Meta AI](https://pytorch.org/) | [GitHub](https://github.com/pytorch/pytorch) |
| FFmpeg | LGPL/GPL | [FFmpeg Team](https://ffmpeg.org) | [Site](https://ffmpeg.org) |
| ExifTool | Artistic | [Phil Harvey](https://exiftool.org/) | [Site](https://exiftool.org/) |
| PyInstaller | GPLv2+ | [Team](https://github.com/pyinstaller) | [GitHub](https://github.com/pyinstaller/pyinstaller) |
| Inno Setup | Custom | [Jordan Russell](http://www.jrsoftware.org/) | [Site](http://www.jrsoftware.org/isinfo.php) |
---
## 🤝 Contributions
We welcome community contributions!
1. **Fork** the repo
2. **Create a branch** for your feature/fix
3. **Submit a Pull Request** with details
📧 Contact: **[negroayub97@gmail.com](mailto:negroayub97@gmail.com)**
---
## 📜 License
© 2025 Iván Eduardo Chavez Ayub
Licensed under **MIT**. Additional terms in `NOTICE.md`.
</div>
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