Machine Learning on Raspberry Pi: A Setup Guide

Machine Learning on Raspberry Pi: A Setup Guide

Assessment

Interactive Video

Information Technology (IT), Architecture

University

Hard

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This video tutorial guides viewers through setting up a Raspberry Pi for machine learning using Tensorflow Lite and a Coral Edge GPU. It covers the necessary hardware, initial setup, and configuration steps, including installing the Edge TPU runtime and Tensorflow Lite. The tutorial also provides tips for testing the setup to ensure the model is accelerated by the Edge GPU. Alternative methods for using Raspberry Pi with remote servers are briefly mentioned.

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3 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What steps should be taken to ensure the Raspberry Pi recognizes the Edge TPU?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

Explain the difference between using Tensorflow Lite directly and using Pi Coral.

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

What are some alternative methods to run machine learning models using a Raspberry Pi?

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