From 5ffe4249d6954fe997b9114ccecf00835d323acc 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: Sun, 23 Nov 2025 22:35:25 -0600
Subject: [PATCH] Update README.md
---
README.md | 159 ++++++++++++++++++++++++++++--------------------------
1 file changed, 83 insertions(+), 76 deletions(-)
diff --git a/README.md b/README.md
index d78092b..f124333 100644
--- a/README.md
+++ b/README.md
@@ -1,51 +1,78 @@

-
-[](LICENSE)
-[](https://github.com/Ivan-Ayub97/Warlock-Studio/commits/main)
-[](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**.
+[](https://github.com/Ivan-Ayub97/Warlock-Studio/releases/latest)
+[](https://microsoft.com)
+[](https://www.python.org/)
+[](LICENSE)
+
+[](https://github.com/Ivan-Ayub97/Warlock-Studio/commits/main)
+[](https://github.com/Ivan-Ayub97/Warlock-Studio)
+[](https://github.com/Ivan-Ayub97/Warlock-Studio/releases)
+[](https://sourceforge.net/projects/warlock-studio/)
+
+
+
+**Warlock-Studio** is a unified, high-performance platform for **upscaling, restoration, denoising, and frame interpolation**.
+
+Inspired by [Djdefrag](https://github.com/Djdefrag) tools such as **QualityScaler** and **FluidFrames**.
+
+
---
-## 📥 Download Installer
+## 📥 Download Installer
-
- You can download the installer from either option below:
+
+
Select your preferred mirror to download the latest version (v5.0):
-
+
---
-## 🖼️ Interface Previews
+## ✨ What is New in v5.0
-
-
-[Preferences.webm](https://github.com/user-attachments/assets/933003de-7618-4ed4-8815-077c69bf1ebc)
+The **v5.0** release represents a foundational transformation of the application:
+* **🧩 Modular Architecture:** The core has been re-engineered into specialized components (`core`, `preferences`, `console`, `drag_drop`) for superior stability and fault isolation.
+* **🧠 NEO Engine:** A new diagnostic subsystem that scans CPU topology, RAM, and GPU VRAM to automatically recommend optimal tiling and thread settings.
+* **🖥️ Integrated Debug Console:** A real-time GUI terminal that intercepts `stdout` and `stderr` with syntax highlighting, allowing users to diagnose FFmpeg or ONNX issues instantly.
+* **⚡ Native CUDA & Failover:** The backend now strictly prioritizes **CUDA** (NVIDIA Optimized) > **DirectML** > **CPU**, with corrected integer typing for device IDs.
+* **💎 Lossless Pipeline:** Deprecated `.jpg` usage in favor of `.png` for intermediate frames to prevent compression artifacts (blurriness).
---
-## 🖼️ Quality Comparison
+## 🖼️ Interface Previews
+
+
+

+
+
+
+
+### ⚙️ Preferences
+[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)
@@ -55,37 +82,27 @@ Inspired by [Djdefrag](https://github.com/Djdefrag) tools such as **QualityScale
---
-## ✨ 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.
+* **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.
+* **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.
+| Component | Minimum Specification | Recommended Specification |
+| :--- | :--- | :--- |
+| **OS** | Windows 10 (64-bit) | Windows 11 (64-bit) |
+| **RAM** | 8 GB | 16 GB+ (Recommended for 4K Video) |
+| **GPU** | DirectX 12 Compatible | NVIDIA RTX 3000/4000 Series (for CUDA) |
+| **VRAM** | 4 GB | 8 GB+ (NEO Engine auto-tunes limits) |
+| **Storage** | HDD Space | NVMe SSD (Highly recommended for RIFE) |
---
@@ -93,43 +110,33 @@ Inspired by [Djdefrag](https://github.com/Djdefrag) tools such as **QualityScale
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.
+1. **Fork** the repository.
+2. **Create a branch** for your feature or bug fix.
+3. **Submit a Pull Request** with a detailed description and testing notes.
📧 Contact: **[negroayub97@gmail.com](mailto:negroayub97@gmail.com)**
---
-## 📜 License
+## 📜 License & Credits
-© 2025 Iván Eduardo Chavez Ayub
-Licensed under **MIT**. Additional terms and attributions are provided in **NOTICE.md**.
+© 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) |
-
-
-
-
-
-
-
-
-
-
+| 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 | Xintao Wang | [GitHub](https://github.com/xinntao/Real-ESRGAN) |
+| **GFPGAN** | Apache 2.0 | TencentARC | [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 | 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) |