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A local AI-powered video analysis tool using Moondream2 Vision Language Model. Search surveillance footage using natural language queries like "person in red" or "white car" - all completely offline.

Privacy First: All processing runs 100% locally. No cloud uploads, no data leakage.

• 🔒 Fully Offline - Sensitive footage never leaves your machine
• 🔍 Natural Language Search - Describe what you're looking for (Chinese/English)
• 📊 Confidence Threshold - Filter results by AI confidence (0-100%)
• ⚡ Speed Options - Normal (1s/frame), Fast (2s), Ultra Fast (3s)
• 🎬 Video Controls - Timeline slider, play/pause, click-to-seek & auto-play
• ✅ Prompt Preview - Confirm AI prompt before analysis starts
• ⏱️ Time Stats - Video duration and analysis time display
• 🎞️ Multi-format - MP4, AVI, MKV support

This project uses Moondream - a fast & powerful vision language model.

• 🔍 Visual Question Answering - Ask questions about image content
• 🏷️ Object Detection - Locate and identify objects
• 📝 Image Captioning - Generate descriptions
• 🎯 Pointing/Localization - Find specific elements
• 🔢 Counting - Count objects in scenes

💡 Learn more: moondream.ai | Documentation | Playground

• OS: Windows 10/11, Linux, macOS
• Python: 3.10+
• GPU: NVIDIA GPU with CUDA recommended (CPU works but slower)
• VRAM: 4GB+

⚠️ RTX 50 Series: Requires PyTorch 2.9+ with CUDA 13.0

Tested on RTX 5070 Ti with a 120-second video:

💡 Tip: Use "Fast" or "Ultra" for initial scanning, then "Normal" for detailed analysis.

git clone https://github.com/YOUR_USERNAME/ai-video-search.git
cd ai-video-search

python -m venv venv
venv\Scripts\activate        # Windows
source venv/bin/activate     # Linux/Mac

pip install -r requirements.txt

pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu121

run.bat          # Windows
python ui_main.py  # Direct

First run downloads Moondream2 model (~3GB)

1. Load Video - Click load button
2. Enter Keywords - Chinese or English (e.g., "紅色車子", "person running")
3. Set Threshold - Adjust confidence slider (default 70%)
4. Set Speed - Normal/Fast/Ultra Fast
5. Start Search - Review AI prompt in dialog → Confirm
6. View Results - Click any result to jump & auto-play

├── ui_main.py        # GUI application
├── backend.py        # AI & video processing
├── run.bat           # Windows launcher
├── requirements.txt
├── README.md
└── README_zh-TW.md

MIT License

• Moondream2 by vikhyatk
• PySide6
• deep-translator