> ## Documentation Index
> Fetch the complete documentation index at: https://visionagents.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Smart Security Camera

> Build a security camera with face recognition, package detection, and automated theft alerts

<Card title="View Security Camera Example on GitHub" icon="github" href="https://github.com/GetStream/vision-agents/tree/main/examples/05_security_camera_example">
  Check out the complete Security Camera example in our GitHub repository
</Card>

In this example, we build a real-time security monitoring system using [face\_recognition](https://github.com/ageitgey/face_recognition) for identifying visitors, [YOLOv11](https://docs.ultralytics.com/models/yolo11/) for detecting packages, and [Gemini](https://ai.google.dev/) for conversational AI — all running on [Stream's](https://getstream.io/) edge network. The agent tracks visitors, monitors packages, generates "wanted posters" when packages disappear, and answers natural language questions like "How many people visited?" or "What happened while I was away?"

<Info>
  Vision Agents requires a [Stream](https://getstream.io/try-for-free/) account
  for real-time transport. Most providers offer free tiers to get started.
</Info>

## What You Will Build

* Detect and recognize faces in real time with [face\_recognition](https://github.com/ageitgey/face_recognition), including named face registration
* Monitor packages using a custom [YOLOv11](https://docs.ultralytics.com/models/yolo11/) detection model
* Detect package theft and automatically generate wanted posters
* Post alerts to [X (Twitter)](https://developer.x.com) with suspect photos
* Ask the AI questions about security activity via voice ("Who visited?", "Any packages delivered?")
* Run on [Stream's](https://getstream.io/) low-latency edge network

## Next Steps

<CardGroup cols={2}>
  <Card title="Ultralytics Integration" icon="plug" href="/integrations/vision/ultralytics">
    Explore YOLO model options for object detection
  </Card>

  <Card title="Docker Deployment" icon="docker" href="/guides/deployment">
    Docker setup and environment configuration
  </Card>
</CardGroup>