Nicolas Mowen c2a537ce22 Motion review (#10221)
* Break detection grid into separate function

* Implement backward preview jump and jump lockout

* ensure lockout is engaged when starting

* Add preview only mode to make loading more efficeint

* remove scrollbar and match gaps/margins with live view

* Rewrite dynamic player to use html video for preview and fix grid gaps

* consistent check for aspect ratio for tall cameras

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Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
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Frigate - NVR With Realtime Object Detection for IP Cameras

A complete and local NVR designed for Home Assistant with AI object detection. Uses OpenCV and Tensorflow to perform realtime object detection locally for IP cameras.

Use of a Google Coral Accelerator is optional, but highly recommended. The Coral will outperform even the best CPUs and can process 100+ FPS with very little overhead.

  • Tight integration with Home Assistant via a custom component
  • Designed to minimize resource use and maximize performance by only looking for objects when and where it is necessary
  • Leverages multiprocessing heavily with an emphasis on realtime over processing every frame
  • Uses a very low overhead motion detection to determine where to run object detection
  • Object detection with TensorFlow runs in separate processes for maximum FPS
  • Communicates over MQTT for easy integration into other systems
  • Records video with retention settings based on detected objects
  • 24/7 recording
  • Re-streaming via RTSP to reduce the number of connections to your camera
  • WebRTC & MSE support for low-latency live view

Documentation

View the documentation at https://docs.frigate.video

Donations

If you would like to make a donation to support development, please use Github Sponsors.

Screenshots

Integration into Home Assistant

Also comes with a builtin UI:

Events

Description
NVR with realtime local object detection for IP cameras
Readme 236 MiB
Languages
TypeScript 49.6%
Python 46.3%
CSS 1.1%
C++ 0.8%
Shell 0.7%
Other 1.3%