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NVR with realtime local object detection for IP cameras
aicameragoogle-coralhome-assistanthome-automationhomeautomationmqttnvrobject-detectionrealtimertsptensorflow
Currently translated at 26.5% (30 of 113 strings) Translated using Weblate (Romanian) Currently translated at 1.4% (5 of 340 strings) Translated using Weblate (Romanian) Currently translated at 10.4% (5 of 48 strings) Translated using Weblate (Romanian) Currently translated at 6.2% (5 of 80 strings) Translated using Weblate (Romanian) Currently translated at 87.5% (21 of 24 strings) Translated using Weblate (Romanian) Currently translated at 100.0% (118 of 118 strings) Translated using Weblate (Romanian) Currently translated at 2.7% (5 of 179 strings) Translated using Weblate (Romanian) Currently translated at 69.3% (296 of 427 strings) Co-authored-by: Bogdan Turlea <bogdan.a.turlea@gmail.com> Co-authored-by: Hosted Weblate <hosted@weblate.org> Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/audio/ro/ Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/common/ro/ Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/objects/ro/ Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/views-events/ro/ Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/views-live/ro/ Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/views-search/ro/ Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/views-settings/ro/ Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/views-system/ro/ Translation: Frigate NVR/audio Translation: Frigate NVR/common Translation: Frigate NVR/objects Translation: Frigate NVR/views-events Translation: Frigate NVR/views-live Translation: Frigate NVR/views-search Translation: Frigate NVR/views-settings Translation: Frigate NVR/views-system |
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README.md |
Frigate - NVR With Realtime Object Detection for IP Cameras
English
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 GPU or AI accelerator such as a Google Coral or Hailo is highly recommended. AI accelerators will outperform even the best CPUs 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
Live dashboard
Streamlined review workflow
Multi-camera scrubbing
Built-in mask and zone editor
Translations
We use Weblate to support language translations. Contributions are always welcome.