Show HN:具備CPU備援的本地優先AI影片畫質提升器
一個新開源專案「upscale_video_4k」提供了一個基於Python、本地優先且注重隱私的AI影片畫質提升工具。它使用Real-ESRGAN進行AI提升,並在需要時自動切換到FSRCNN進行CPU處理。
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pratik227/upscale_video_4k
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🎥 AI Video Enhancer & Upscaler
A local-first, privacy-friendly AI video upscaling tool built in Python.
Upscale videos to 1080p and 4K using Real-ESRGAN (AI) with automatic fallback to FSRCNN (CPU).
No cloud. No uploads. Fully offline.
✨ Features
AI Upscaling
Smart Fallback
1080p → 4K Pipeline
Aspect Ratio Handling
Audio Preservation
Local & Offline
🖥 Platform & Hardware Support
Operating Systems
Acceleration Backends
🚀 Getting Started
Prerequisites
Install FFmpeg
Download from: https://ffmpeg.org/download.html
Ensure ffmpeg is added to PATH.
📦 Installation
Clone the repository
Install dependencies
Download model weights
AI Upscaling (Recommended)
Place one of the following files in the project root:
CPU Fallback
Place this file in the models/ directory:
🛠 Usage
Rename your input video to match the default name OR update the INPUT_VIDEO variable in the script.
Output
📚 Python Dependencies
⚙️ Processing Notes
Suitable for
💖 Support & Sponsorship
If this project helps you, consider supporting its development.
💝 GitHub Sponsors
https://github.com/sponsors/pratik227
☕ Buy Me a Coffee
https://buymeacoffee.com/pratik227
⭐ Free Support
🧑💻 Maintainer
Pratik Patel
Independent builder focused on local-first, privacy-respecting tools
GitHub: https://github.com/pratik227
📄 License
MIT License
See the LICENSE file for details.
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