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David Salek edited this page Nov 19, 2017 · 3 revisions

Smart security camera with Raspberry Pi Zero and TensorFlow Serving

The instructions to install a security camera are given in the following steps:

  1. Deploy TensorFlow Serving ModelServer with Inception-v3 or SSD MobileNet v1 model on a desktop computer using Docker and Kubernetes. https://github.com/salekd/rpizero_smart_camera2/wiki/TensorFlow-Serving-ModelServer
  2. Install Motion and get it running automatically on Raspberry Pi. https://github.com/salekd/rpizero_smart_camera/wiki/Motion
  3. Configure a storage on Amazon S3 and e-mail notifications. https://github.com/salekd/rpizero_smart_camera2/wiki/Utils
  4. Install TensorFlow Serving python API and establish an SSH tunnel. https://github.com/salekd/rpizero_smart_camera2/wiki/TensorFlow-Serving-API

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