mirror of
https://github.com/blakeblackshear/frigate.git
synced 2024-10-15 20:07:23 +02:00
NVR with realtime local object detection for IP cameras
aicameragoogle-coralhome-assistanthome-automationhomeautomationmqttnvrobject-detectionrealtimertsptensorflow
410cea71f1
* Update black requirement from ==22.3.* to ==22.10.* Updates the requirements on [black](https://github.com/psf/black) to permit the latest version. - [Release notes](https://github.com/psf/black/releases) - [Changelog](https://github.com/psf/black/blob/main/CHANGES.md) - [Commits](https://github.com/psf/black/compare/22.3.0...22.10.0) --- updated-dependencies: - dependency-name: black dependency-type: direct:development ... Signed-off-by: dependabot[bot] <support@github.com> * Update pylint requirement from ==2.13.* to ==2.15.* Updates the requirements on [pylint](https://github.com/PyCQA/pylint) to permit the latest version. - [Release notes](https://github.com/PyCQA/pylint/releases) - [Commits](https://github.com/PyCQA/pylint/compare/v2.13.0...v2.15.5) --- updated-dependencies: - dependency-name: pylint dependency-type: direct:development ... Signed-off-by: dependabot[bot] <support@github.com> * Update types-requests requirement from ==2.27.* to ==2.28.* Updates the requirements on [types-requests](https://github.com/python/typeshed) to permit the latest version. - [Release notes](https://github.com/python/typeshed/releases) - [Commits](https://github.com/python/typeshed/commits) --- updated-dependencies: - dependency-name: types-requests dependency-type: direct:production ... Signed-off-by: dependabot[bot] <support@github.com> * Update pyyaml requirement from ==6.0.* to ==6.0 Updates the requirements on [pyyaml](https://github.com/yaml/pyyaml) to permit the latest version. - [Release notes](https://github.com/yaml/pyyaml/releases) - [Changelog](https://github.com/yaml/pyyaml/blob/master/CHANGES) - [Commits](https://github.com/yaml/pyyaml/compare/6.0b1...6.0) --- updated-dependencies: - dependency-name: pyyaml dependency-type: direct:production ... Signed-off-by: dependabot[bot] <support@github.com> Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> |
||
|---|---|---|
| .devcontainer | ||
| .github | ||
| docker | ||
| docs | ||
| frigate | ||
| migrations | ||
| web | ||
| .dockerignore | ||
| .gitignore | ||
| .pylintrc | ||
| benchmark.py | ||
| docker-compose.yml | ||
| labelmap.txt | ||
| LICENSE | ||
| Makefile | ||
| process_clip.py | ||
| README.md | ||
| requirements-dev.txt | ||
| requirements-wheels.txt | ||
| requirements.txt | ||
| test.db-journal | ||
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:
