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View Security Camera Example on GitHub

Check out the complete Security Camera example in our GitHub repository
 In this example, we build a real-time security camera system with face recognition, package detection, and automated theft response using Stream’s edge network for video transport. The agent uses face_recognition for identifying visitors, YOLOv11 for detecting packages, and can generate “wanted posters” when packages disappear. You can ask the AI questions like “How many people visited?” or “What happened while I was away?” and even register faces by name for persistent recognition. This showcases event-driven video processing with practical security applications.