#13 · Primary category: Computer Vision
frigate
NVR with realtime local object detection for IP cameras
Project last updated:08/29/26
GitHub Stars
35.5K
Forks
3.5K
Contributors
400
License
MIT
Why we included this project
Frigate turns a set of IP cameras into a self-hosted NVR that detects people and vehicles in real time, all on your own hardware. It runs object detection locally with OpenCV and TensorFlow, but uses a lightweight motion-detection pass first so the heavier models only run when something actually moves. That keeps CPU and GPU load low enough to watch many cameras at once, and it integrates tightly with Home Assistant through a dedicated component and MQTT. If you want recordings you can search by what happened rather than just by timestamp, this is a practical, well-documented choice for home or small-business setups. It also handles the plumbing you would otherwise build yourself, like 24/7 recording and RTSP re-streaming to limit camera connections, with low-latency live view over WebRTC and MSE.
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