This project contains the software configuration for my home NVR/ML/TPU accelerated object detection system. Largely built on Frigate.
- Docker
- Docker Compose
- Coral Edge TPU USB Accelerator
docker-compose up -d
This will deploy the required Frigate, MQTT and Caddy reverse proxy servers. Note, you must replace all the "CHANGE_ME" values to valid production ones in the .env file before deploying. The USB Coral TPU must be connected to system too.
See the example Home Assistant automation configuration provided in the ha directory. These can be used as templates for setting up push notifications from the NVR when objects detected or doorbell pressed.