Mirrors/blakeblackshear.frigate
1
0
Fork 0
mirror of https://github.com/blakeblackshear/frigate.git synced 2024-12-23 19:11:14 +01:00
Code Issues Projects Releases Wiki Activity
NVR with realtime local object detection for IP cameras
985 Commits 41 Branches 128 Tags 240 MiB
Python 47.8%
TypeScript 47.5%
CSS 1.4%
C++ 1.1%
Dockerfile 0.7%
Other 1.5%
8e1c15291d
Go to file
Blake Blackshear 8e1c15291d optimize checking recordings for events 
sorts events and recordings so you can avoid a cartesian product of checking all events against all recordings
2021-09-02 08:24:53 -05:00
.devcontainer
.github
docker tweak vod settings for varying iframe intervals 2021-08-28 21:26:23 -05:00
docs sync global snapshot options (fixes #1621) 2021-08-28 09:14:00 -05:00
frigate optimize checking recordings for events 2021-09-02 08:24:53 -05:00
migrations
web reverse sort events within hour 2021-08-29 07:46:09 -05:00
.dockerignore
.gitignore
.pylintrc
benchmark.py
docker-compose.yml
labelmap.txt
LICENSE
Makefile
README.md

README.md

logo

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 RTMP to reduce the number of connections to your camera

Documentation

View the documentation at https://blakeblackshear.github.io/frigate

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