GoogleCloudPlatform/cloudml-edge-automation

Name: cloudml-edge-automation

Owner: Google Cloud Platform

Description: Automated building and packaging of Tensorflow models in the cloud, and running them on devices

Created: 2017-10-12 15:32:21.0

Updated: 2018-05-09 15:54:57.0

Pushed: 2018-05-09 15:54:56.0

Homepage: https://cloud.google.com/solutions/automating-iot-machine-learning

Size: 330

Language: Python

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README

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.