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Automating IoT Machine Learning: Bridging Cloud and Device Benefits with Cloud ML Engine

The following code accompanies the tutorial - which includes the full walkthrough.

The workflow:

  • Trains ML model versions using Cloud Machine Learning Engine.
  • Uses photorealistic CAD-rendered data to train the ML model.
  • Automates the packaging and delivery of the new or modified model to a remote IoT device where the inference (model prediction) runs locally.