How does AI classify images?

Originally published on February 28, 2024 | Last modified on November 20, 2024

Overview

In this lesson, students will explore the idea of Artificial Intelligence (AI) by looking at a concrete example of AI which uses machine learning to distinguish objects in an application called Teachable Machines.

About AI
60 minutes

Created by Danielle Martin, CRAFT Co-Design Fellow 2022-2023
Adapted by Reuben Thiessen

Digital Materials

Objectives

After this experience, students will be able to:

Describe how AI classifies images
Train a “teachable machine” how to distinguish between objects
Evaluate the limitations of AI in classifying images

Questions explored

What is image classification and how does it work?
How can I critique the accuracy of AI image classification and understand its limitations?

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