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Smart security camera with Raspberry Pi Zero and TensorFlow Serving

This repository shows how to turn Raspberry Pi Zero into a smart security camera with the help of TensorFlow Serving. The solution is based on the following two key components:

  • use of available Motion software to detect movement,
  • use of a server running TensorFlow Serving with Inception-v3 or SDD MobileNet v1 model.

The installation procedure is documented here https://github.com/salekd/rpizero_smart_camera2/wiki