NVR with realtime local object detection for IP cameras
Go to file
Nicolas Mowen e357715a8c
Ability to manually create events through the API (#3184)
* Move to events package

* Improve handling of external events

* Handle external events in the event queue

* Pass in event processor

* Check event json

* Fix json parsing and change defaults

* Fix snapshot saving

* Hide % score when not available

* Correct docs and add json example

* Save event png db

* Adjust image

* Formatting

* Add catch for failure ending event

* Add init to modules

* Fix naming

* Formatting

* Fix http creation

* fix test

* Change to PUT and include response in docs

* Add ability to set bounding box locations in snapshot

* Support multiple box annotations

* Cleanup docs example response

Co-authored-by: Blake Blackshear <blake@frigate.video>

* Cleanup docs wording

Co-authored-by: Blake Blackshear <blake@frigate.video>

* Store full frame for thumbnail

* Formatting

* Set thumbnail height to 175

* Formatting

---------

Co-authored-by: Blake Blackshear <blake@frigate.video>
2023-05-19 05:16:11 -05:00
.devcontainer False positives (#6217) 2023-04-24 07:24:28 -05:00
.github Bump actions/setup-python from 4.5.0 to 4.6.0 (#6192) 2023-04-24 06:40:26 -05:00
.vscode Set User Agent for FFmpeg calls (#4555) 2022-11-30 16:53:45 -06:00
config Improve the devcontainer experience (#3492) 2022-11-20 07:34:12 -06:00
docker add ffmpeg bandwidth stats (#6492) 2023-05-17 20:01:56 -05:00
docs Ability to manually create events through the API (#3184) 2023-05-19 05:16:11 -05:00
frigate Ability to manually create events through the API (#3184) 2023-05-19 05:16:11 -05:00
migrations Increase maximum event sub_label length to 100 characters (#6350) 2023-05-04 17:59:44 -05:00
web Ability to manually create events through the API (#3184) 2023-05-19 05:16:11 -05:00
.dockerignore Improve the devcontainer experience (#3492) 2022-11-20 07:34:12 -06:00
.gitignore Migrate default database path from /media/frigate to /config (#5219) 2023-04-23 11:35:40 -05:00
.pylintrc use fstr log style 2021-02-25 07:01:59 -06:00
benchmark.py Refactor to simplify support for additional detector types (#3656) 2022-11-03 21:23:09 -05:00
docker-compose.yml Migrate default database path from /media/frigate to /config (#5219) 2023-04-23 11:35:40 -05:00
Dockerfile Remove arm32 (#5935) 2023-04-08 09:24:28 -06:00
labelmap.txt Cleanup Detector labelmap (#4932) 2023-01-06 07:03:16 -06:00
LICENSE switch to MIT license 2020-07-26 12:07:47 -05:00
Makefile Migrate default database path from /media/frigate to /config (#5219) 2023-04-23 11:35:40 -05:00
process_clip.py Refactor to simplify support for additional detector types (#3656) 2022-11-03 21:23:09 -05:00
README.md Clarify docs about rtmp (#5052) 2023-01-13 07:20:25 -06:00
requirements-dev.txt update deps (#6093) 2023-04-15 14:17:59 -05:00
requirements-ov.txt update python deps (#6101) 2023-04-16 07:20:51 -05:00
requirements-tensorrt.txt Update library loading for tensorrt (#5087) 2023-01-14 13:14:27 -06:00
requirements-wheels.txt Upgrade deps (#6395) 2023-05-05 07:45:13 -05:00
requirements.txt dependency updates (#6246) 2023-04-26 06:20:29 -05:00

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 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