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NVR with realtime local object detection for IP cameras
aicameragoogle-coralhome-assistanthome-automationhomeautomationmqttnvrobject-detectionrealtimertsptensorflow
5fc030c3f6
Currently translated at 83.3% (40 of 48 strings) Translated using Weblate (Finnish) Currently translated at 53.2% (33 of 62 strings) Translated using Weblate (Finnish) Currently translated at 46.0% (53 of 115 strings) Translated using Weblate (Finnish) Currently translated at 50.0% (33 of 66 strings) Translated using Weblate (Finnish) Currently translated at 64.0% (32 of 50 strings) Translated using Weblate (Finnish) Currently translated at 13.5% (58 of 427 strings) Translated using Weblate (Finnish) Currently translated at 77.0% (37 of 48 strings) Translated using Weblate (Finnish) Currently translated at 48.3% (30 of 62 strings) Translated using Weblate (Finnish) Currently translated at 45.2% (52 of 115 strings) Translated using Weblate (Finnish) Currently translated at 46.9% (31 of 66 strings) Translated using Weblate (Finnish) Currently translated at 13.3% (57 of 427 strings) Co-authored-by: Hosted Weblate <hosted@weblate.org> Co-authored-by: Julius Hyvönen <julius.hyvonen@gmail.com> Co-authored-by: Risto Toivanen <risto.toivanen@gmail.com> Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/audio/fi/ Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/components-dialog/fi/ Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/components-filter/fi/ Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/views-explore/fi/ Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/views-facelibrary/fi/ Translate-URL: https://hosted.weblate.org/projects/frigate-nvr/views-search/fi/ Translation: Frigate NVR/audio Translation: Frigate NVR/components-dialog Translation: Frigate NVR/components-filter Translation: Frigate NVR/views-explore Translation: Frigate NVR/views-facelibrary Translation: Frigate NVR/views-search |
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Frigate - NVR With Realtime Object Detection for IP Cameras
EnglishA 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.
