🎥 Security Camera AI Assistant

Upload security footage and ask questions about what happened. Get detailed analysis with precise timestamps!

📝 How to Use:

1. Upload: Choose your security camera video file (MP4, AVI, MOV, MKV, WebM)
2. Process: Click 'Process Video' to analyze the footage (this creates 5-second segments)
3. Ask: Type your question about what you want to find in the footage
4. Analyze: Click 'Analyze Footage' to get detailed results with timestamps

💡 Pro Tip:

• You can enter a query in the "Optional" field to analyze immediately after processing
• This saves GPU time by doing both operations in a single call

🔍 Example Questions:

• "Does a person in red clothing enter the building?"
• "Is there any suspicious activity near the entrance?"
• "Show me when vehicles are present"
• "Are there people walking by during daytime?"
• "Is there movement in the parking area?"

🔧 Features:

• ✂️ Automatic video segmentation into 5-second clips
• 🧠 AI-powered semantic video analysis using ColQwen2.5 Omni
• 📍 Precise timestamp reporting (MM:SS format)
• 📊 Confidence scoring for each detection
• 🎯 Yes/No question answering for security queries
• ⚡ Smart relevance filtering to show only significant matches
• 💾 Persistent embeddings storage for multiple queries