Frigate with Hailo for object detection on a Raspberry Pi

The author runs Frigate security camera software on a Raspberry Pi CM4 with a Coral TPU for object detection. Raspberry Pi 5 offers AI HAT+ boards with Hailo-8 coprocessors for low-power inference, and Hailo chips can also be used with other devices via M.2 versions.