Mirrors/blakeblackshear.frigate
1
0
Fork 0
mirror of https://github.com/blakeblackshear/frigate.git synced 2024-11-21 19:07:46 +01:00
Code Issues Projects Releases Wiki Activity
NVR with realtime local object detection for IP cameras
1,487 Commits 60 Branches 126 Tags 151 MiB
Python 47.8%
TypeScript 47.5%
CSS 1.4%
C++ 1.1%
Dockerfile 0.7%
Other 1.5%
53d39a1373
Go to file
Nicolas Mowen 53d39a1373
Fix schema url (#4855)
2023-01-02 07:47:37 -06:00
.devcontainer Set User Agent for FFmpeg calls (#4555) 2022-11-30 16:53:45 -06:00
.github Bump actions/setup-python from 4.3.0 to 4.4.0 (#4786) 2022-12-30 16:44:05 -06:00
.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 Nvidia TensorRT detector (#4718) 2022-12-30 10:53:17 -06:00
docs Fix schema url (#4855) 2023-01-02 07:47:37 -06:00
frigate Remove vaapi interlace which caused fps to be higher than specified (#4843) 2023-01-01 13:41:27 -06:00
migrations Limit recording retention to available storage (#3942) 2022-10-09 06:28:26 -05:00
web [API] filter for favorite events (#4737) 2022-12-31 08:56:30 -06:00
.dockerignore Improve the devcontainer experience (#3492) 2022-11-20 07:34:12 -06:00
.gitignore Merge remote-tracking branch 'origin/master' into dev 2022-12-17 18:07:01 -06:00
.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 Nvidia TensorRT detector (#4718) 2022-12-30 10:53:17 -06:00
Dockerfile set env vars needed for nvidia support (#4837) 2022-12-31 09:13:08 -06:00
labelmap.txt refactor and reduce false positives 2020-09-17 07:37:27 -05:00
LICENSE switch to MIT license 2020-07-26 12:07:47 -05:00
Makefile Nvidia TensorRT detector (#4718) 2022-12-30 10:53:17 -06:00
process_clip.py Refactor to simplify support for additional detector types (#3656) 2022-11-03 21:23:09 -05:00
README.md update docs url 2021-09-26 16:43:26 -05:00
requirements-dev.txt easier python deps (#4827) 2022-12-30 16:43:32 -06:00
requirements-ov.txt Add OpenVino Detector (#3768) 2022-12-03 10:19:34 -06:00
requirements-tensorrt.txt Nvidia TensorRT detector (#4718) 2022-12-30 10:53:17 -06:00
requirements-wheels.txt easier python deps (#4827) 2022-12-30 16:43:32 -06:00
requirements.txt easier python deps (#4827) 2022-12-30 16:43:32 -06:00

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://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