Can a computer choose your clothes? Neural networks in AI

Course Overview

This is a 2-hour experience aimed at teenagers 13-17 years old, with some prior coding experience.

This fascinating session will explain the principles behind Convolutional Neural Networks (CNN) , a method used by A.I. applications to recognise numbers, text, sound and images. For example, by analysing photos of our clothing preferences, could a computer choose our next outfit? Let’s give it a go!

The CNN method was inspired by the way neurons communicate with each other in our brains; computers try to mimic the architecture of the human brain and process data both in parallel and sequentially in order to recognise stimuli they’ve never been exposed to. Incredible!

In the first half of this Fire Tech Experience, we’ll familiarise ourselves with the principles of CNN, how they work, their structure and applications.

In the second half, we will talk about the technical application of CNN, we’ll try to understand the code behind them and attempt to write down a sound recognition algorithm by ourselves!

FireTech Experiences are a new ongoing series of short, high interest, fun and engaging tech demonstrations and talks. These are delivered in webinar style, with the main presenter showcasing a new interesting aspect of technology and learning, and a co-host who is able to take questions from attendees and help respond.