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* Smarter Regions * Formatting * Cleanup * Fix motion region checking logic * Add database table and migration for regions * Update region grid on startup * Revert init delay change * Fix mypy * Move object related functions to util * Remove unused * Fix tests * Remove log * Update the region daily at 2 * Fix logic * Formatting * Initialize grid before starting processing frames * Move back to creating grid in main process * Formatting * Fixes * Formating * Fix region check * Accept all but true * Use regions grid for startup scan * Add clarifying comment * Fix new grid requests * Add tests * Delete stale region grids from DB
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:
Description
NVR with realtime local object detection for IP cameras
aicameragoogle-coralhome-assistanthome-automationhomeautomationmqttnvrobject-detectionrealtimertsptensorflow
Readme
MIT
301 MiB
Languages
TypeScript
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Python
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