Build a Teachable Machine Image Classifier With Your Kid

Published January 17, 2024

Children today are surrounded by artificial intelligence, from the recommendation algorithms on YouTube to the voice assistants in their living rooms. However, most kids experience AI as passive consumers, viewing it as a form of digital magic rather than a tool built on logic and data. For busy executives, finding high-quality, educational activities to share with your children can be challenging, especially when trying to balance screen time with meaningful learning.

The best way to demystify AI is to have your child build a working model themselves. You do not need a computer science degree, expensive hardware, or a paid software subscription to make this happen. Using a free, web-based tool developed by Google, you and your child can train a custom image classifier in less than twenty minutes. This hands-on project transforms abstract concepts into concrete understanding, giving your child a foundational grasp of how modern machine learning works.

Demystifying Machine Learning

To get started, you only need a computer with a functional webcam and an internet connection. There are no accounts to create, no software to install, and no credit cards required. This accessibility makes it an ideal weekend activity for children aged 8 to 16, allowing them to focus entirely on the creative and logical aspects of the technology.

The platform we will use is Google's Teachable Machine, a web-based tool that allows users to train machine learning models quickly and intuitively. You can access the tool directly at https://teachablemachine.withgoogle.com/ . This tool provides a visual interface where children can see the direct relationship between the data they input and the decisions the computer makes.

For this project, we will build a classic Rock, Paper, Scissors game classifier. The goal is to train the computer to recognize which of the three hand gestures your child is showing to the webcam. This project is highly interactive and provides immediate visual feedback, making it perfect for keeping younger minds engaged.