From 801b82ec8fa44f727aef597c00e5cfb068fba2aa Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Iv=C3=A1n=20Eduardo=20Chavez=20Ayub?=
<165610830+Ivan-Ayub97@users.noreply.github.com>
Date: Thu, 10 Jul 2025 00:03:08 -0600
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-### 🚀Get Warlock-Studio Installer
-
-You can download the .exe file (latest version **2.1**) from any of this platforms:
-
-
-
-
-
-
-
-
-### AI-Powered Media Enhancement & Upscaling Suite 2.1
-
-**Warlock-Studio** is a powerful **open-source desktop application** inspired by the remarkable work of [Djdefrag](https://github.com/Djdefrag), integrating tools like **QualityScaler**, **RealScaler**, and **FluidFrames**. Built with performance and usability in mind, Warlock-Studio brings together the best of these technologies into a unified and user-friendly interface.
-
----
-
-It features integration with state-of-the-art models for upscaling, restoration, and frame interpolation—all within an intuitive and streamlined user interface. Warlock-Studio delivers **professional-grade media processing** capabilities to everyone.
-
-Version 2.1 introduces major improvements, including:
-
-- Advanced **AI frame interpolation** using **RIFE**
-- **Slow-motion video generation**
-- Optimized **GPU management**
-- A **modular and scalable UI** architecture for better flexibility and performance
-
----
-
-## 📸 Interface Previews
-
-### 🔹 Main Interface
-
-
-
-### 🔹 RIFE (Frame Interpolation) Options
-
-
-
-### 🔹 Icon App
-
-## 
-
-## 🛠️ Development Status — v2.1
-
-| Component | Status | Notes |
-| ----------------------------------- | ---------------- | -------------------------------------------------------------------- |
-| **Upscaling Models (ESRGAN, etc.)** | 🟢 **Stable** | Fully integrated support for key enhancement and restoration models. |
-| **Frame Interpolation (RIFE)** | 🟢 **New** | Includes slow-motion and intermediate frame generation capabilities. |
-| **Batch Processing** | 🟢 **Stable** | Reliable processing for multiple files at once. |
-| **User Interface (UI/UX)** | 🟢 **Improved** | Modular and scalable interface enhanced in version 2.0. |
-| **GPU Management** | 🟢 **Optimized** | Refined resource handling and device support. |
-| **Installer and Packaging** | 🟢 **Stable** | Easy-to-use installer for Windows platforms. |
-
----
-
-## ✨ Recent Enhancements (v2.1)
-
-- âś… **Stability Overhaul:** Major improvements in error handling for model loading, frame extraction, and video encoding.
-- âś… **Resilient Processing:** Added fallbacks for video encoding and pre-checks for file operations to prevent crashes.
-- âś… **Safe Thread Management:** Upgraded to a safe `threading.Event` for stopping background tasks reliably.
-- âś… **UI Refinements:** Updated color palette for a new look and feel.
-
----
-
-## 🗂️ Project Structure
-
-```
-Warlock-Studio/
-├──AI-onnx/
- │
- └──├──BSRGANx2_fp16.onnx
- ├──BSRGANx4_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/
- │
- └──├──clear_icon.png
- ├──exiftool.exe
- ├──ffmpeg.exe
- ├──info_icon.png
- ├──logo.ico
- ├──logo.png
- ├──stop_icon.png
- └──upscale_icon.png
-│
-├──rsc/
- │
- └──├──banner.png
- ├──Capture.png
- ├──CaptureRIFE.png
- └──Image_comparison.png
-│
-├──CHANGELOG.md
-├──CODE_OF_CONDUCT.md
-├──CONTRIBUTING.md
-├──LICENSE
-├──NOTICE.md
-├──README.md # This File
-├──SECURITY.md
-├──Setup.iss
-├──Warlock-Studio.py # Main
-├──Warlock-Studio.spec
-├──Warlock-Studio.py
-└──logo.ico
-
-
-
-```
-
-## Installation
-
-To get started with Warlock-Studio:
-
-1. **Run the installer** and follow the setup instructions.
-2. **Launch the application** by opening `Warlock-Studio.exe`.
-3. **Begin enhancing** your images and videos with just a few clicks!
-
-Warlock-Studio uses [PyInstaller](https://www.pyinstaller.org/) and [Inno Setup](http://www.jrsoftware.org/isinfo.php) for a seamless packaging and installation experience.
-
-## Key Features
-
-- **State-of-the-Art AI Models**
- Real-ESRGAN, SRGAN, BSRGAN, IRCNN, Waifu2x, Anime4K, **RIFE**, and others for denoising, resolution enhancement, detail restoration, and smooth frame interpolation.
-
-- **AI Frame Interpolation & Slow Motion**
- Generate new in-between frames using RIFE to create smooth **2x/4x/8x** motion or dramatic slow-motion effects.
-
-- **Batch Processing**
- Simultaneously process multiple images or videos—ideal for large-scale media projects.
-
-- **Customizable Workflows**
- Choose your preferred AI model, output resolution, format (PNG, JPEG, MP4, etc.), and quality settings for full creative control.
-
-- **Intuitive Interface**
- Designed for both beginners and professionals—simple, clean, and efficient.
-
-- **Open-Source & Extensible**
- Licensed under the MIT License. Additional usage terms can be found in the [NOTICE](NOTICE) file.
-
----
-
-## How to Use
-
-1. **Run as Administrator** (optional but recommended for optimal performance).
-2. **Load your media**: select your images and videos into the app.
-3. **Configure settings**:
-
- - Select an **AI Model** (e.g., Real-ESRGAN, SRGAN, BSRGAN, IRCNN, Waifu2x, Anime4K, RIFE)
- - Set the **output resolution**, **file format**, and toggle features such as **interpolation** or **slow-motion**
-
-4. **Start Processing**: click **Start** to begin enhancement.
-5. **Retrieve your files**: processed outputs will be saved in your chosen destination folder.
-
----
-
-## Quality Comparison
-
-
-
----
-
-## System Requirements
-
-- **Operating System:** Windows 10 or later
-- **Memory (RAM):** Minimum 4 GB (8 GB or more recommended)
-- **Graphics Card:** NVIDIA or DirectML-compatible GPU highly recommended for performance
-- **Storage:** Sufficient disk space for input and output media files
-
----
-
-### Integrated Technologies & Licenses
-
-| Technology | License | Author / Maintainer | Source Code / Homepage |
-| ------------- | -------------------------------- | ------------------------------------------------------- | ---------------------------------------------------------- |
-| QualityScaler | MIT | [Djdefrag](https://github.com/Djdefrag) | [GitHub](https://github.com/Djdefrag/QualityScaler) |
-| RealScaler | MIT | [Djdefrag](https://github.com/Djdefrag) | [GitHub](https://github.com/Djdefrag/RealScaler) |
-| FluidFrames | MIT | [Djdefrag](https://github.com/Djdefrag) | [GitHub](https://github.com/Djdefrag/FluidFrames) |
-| Real-ESRGAN | BSD 3-Clause / Apache 2.0 | [Xintao Wang](https://github.com/xinntao) | [GitHub](https://github.com/xinntao/Real-ESRGAN) |
-| RealESRGAN-G | BSD 3-Clause / Apache 2.0 | [Xintao Wang](https://github.com/xinntao) | [GitHub](https://github.com/xinntao/Real-ESRGAN) |
-| RealESR-Anime | BSD 3-Clause / Apache 2.0 | [Xintao Wang](https://github.com/xinntao) | [GitHub](https://github.com/xinntao/Real-ESRGAN) |
-| RealESR-Net | BSD 3-Clause / Apache 2.0 | [Xintao Wang](https://github.com/xinntao) | [GitHub](https://github.com/xinntao/Real-ESRGAN) |
-| RIFE | Apache 2.0 | [hzwer](https://github.com/hzwer) | [GitHub](https://github.com/megvii-research/ECCV2022-RIFE) |
-| SRGAN | CC BY-NC-SA 4.0 (Non-Commercial) | [TensorLayer Community](https://github.com/tensorlayer) | [GitHub](https://github.com/tensorlayer/srgan) |
-| 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 | [Tianyang Zhang (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-Clause | [Meta AI](https://pytorch.org/) | [GitHub](https://github.com/pytorch/pytorch) |
-| FFmpeg | LGPL-2.1 / GPL (varies) | [FFmpeg Team](https://ffmpeg.org/) | [Official Site](https://ffmpeg.org) |
-| ExifTool | Perl Artistic License 1.0 | [Phil Harvey](https://exiftool.org/) | [Official Site](https://exiftool.org/) |
-| DirectML | MIT | [Microsoft](https://github.com/microsoft/) | [GitHub](https://github.com/microsoft/DirectML) |
-| Python | Python Software Foundation (PSF) | [Python Software Foundation](https://www.python.org/) | [Official Site](https://www.python.org) |
-| PyInstaller | GPLv2+ | [PyInstaller Team](https://github.com/pyinstaller) | [GitHub](https://github.com/pyinstaller/pyinstaller) |
-| Inno Setup | Custom Inno License | [Jordan Russell](http://www.jrsoftware.org/) | [Official Site](http://www.jrsoftware.org/isinfo.php) |
-
----
-
-## Contributions
-
-We warmly welcome community contributions!
-
-1. **Fork** this repository.
-2. **Create a branch** for your feature or fix.
-3. **Submit a Pull Request** with a detailed explanation of your changes.
-
-For bug reports, feature suggestions, or inquiries, contact us at: **[negroayub97@gmail.com](mailto:negroayub97@gmail.com)**
-
-**Warlock-Studio** merges cutting-edge artificial intelligence with a powerful yet accessible interface—empowering creators to elevate their media effortlessly. 🧙‍♂️
-
----
-
-## License
-
-© 2025 Iván Eduardo Chavez Ayub
-Distributed under the MIT License. Additional terms are available in the [NOTICE](NOTICE.md) file.