Frigate is an open source CCTV people Sensor
Blake Blackshear’s project on GitHub uses OpenCV and Tensorflow to perform realtime object detection on RTSP cameras with the Google Coral.
It’s also created for integration with HomeAssistant or others by means of MQTT.
Leverages multiprocessing and threads heavily with an emphasis on realtime over processing every frame
Allows you to define certain regions (squares) in the image to look for objects
No motion detection (for now)
Object detection with Tensorflow runs in a separate thread
Object info is published over MQTT for integration into HomeAssistant as a binary sensor
An endpoint is available to view an MJPEG stream for debugging
Checkout the video and the links below…
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github.com/blakeblackshear/frigate : home-assistant.io
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Last update on 2021-10-04 / affiliate links / images from Amazon product advertising API