"Fire Tech was a place where I learned things I had never known before taking the course, and where I made many friends who shared the same interest as me."Iona, Teen photographer
A fascinating exploration of how A.I. applications recognise numbers, text, sound and images. By analysing our photos of our clothing preferences, could a computer choose our next outfit? Let’s give it a go!
Can A Computer Choose Your Clothes? Neural Networks in AI
For online courses: these require you to have a capable computer to work on and a broadband internet connection. Most PC/Mac computers from the last 5 years will be fine but you can view our recommended detailed system requirements here. For on campus courses: laptops are provided for all junior courses, as well as Music, Unity, Creative Design & YouTube senior courses. Laptop rental is available for all other senior courses (£50 extra).
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Can A Computer Choose Your Clothes? Neural Networks in AIreset
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Classification Algorithms in A.I.
Classification algorithms are a popular AI application that allows us to group things into categories, making computers “recognise” different stimuli!
A.I. and Neuroscience
Cool fact: A.I. is now built in order to closely mimic neural networks in the human brain!
Building our own classification algorithm
We will use code in Python to build our own classification algorithm! Can we make a computer “see”?
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 series of short, high interest, fun and engaging tech demonstrations and talks. These are delivered in webinar style, using Zoom, with the main expert tutor showcasing a new interesting aspect of technology and learning. Apart from Zoom, no other downloads are required.
What your child will learn
- Basic Concepts around A.I.
- A.I. and Classification Algorithms
- A.I. and Neuroscience
- Neural networks
- Building a classification algorithm
- Activity: creating an audio classification algorithm