04. TensorFlow Lite Hello World example - ArmDeveloperEcosystem/Corstone-for-Arduino GitHub Wiki

About

This example will use the Hello World example from TensorFlow Lite for Microcontrollers. It will perform machine learning (ML) inferencing using a TensorFlow ML model with takes a single number input and output's the inputs sine value.

More details can be found on the TensorFlow "Get started with microcontrollers" page.

Prerequisites

• AVH EC2 instance that is setup via the Getting Started with Corstone for Arduino guide.

Guide

1. SSH into the AVH EC2 instance.
2. Change to example directory: cd ~/Arduino/libraries/Arduino_TensorFlowLite/examples/hello_world/
3. Compile example: ~/bin/arduino-cli compile -b arm:corstone:corstone_300 -v
4. Run example: ~/bin/arduino-cli upload -b arm:corstone:corstone_300 -v
5. The example will print out the outputs of the model, which was trained on a sine wave function.
6. CTRL-C can be used to stop running.