# cloudml-edge-automation

**Repository Path**: mirrors_GoogleCloudPlatform/cloudml-edge-automation

## Basic Information

- **Project Name**: cloudml-edge-automation
- **Description**: Automated building and packaging of Tensorflow models in the cloud, and running them on devices
- **Primary Language**: Unknown
- **License**: Apache-2.0
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-08-08
- **Last Updated**: 2026-04-11

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

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

The following code accompanies the [tutorial](https://cloud.google.com/solutions/automating-iot-machine-learning) - 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.