Classify your Doodles with Code
Classify your Doodles using coding with Javascript
Image classification is the technique used by computers to recognise images. In this workshop learn how neural networks can be used to train your computer to recognise different images. Then see if you can get the computer to decode your doodle drawings!
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Overview
This activity is suitable for kids aged 10+ or adults with some experience of coding with any text-based language (e.g. Python or Javascript). Some of the coding concepts may be complex, but sample code is provided which will allow less experienced students to experiment with just minimal code changes.
It will take approximately 2 hours to complete the activity. On completion there are additional activities for the more curious students.
No special equipment is needed - just your computer with internet access.
In this activity...
- We will make some doodles
- We will train a neural network to recognise these doodles
- We write code to use the neural network to classify new doodles
- We will use a language called Javascript, which is a professional programming language used for creating web applications
- We will use P5, which is a Javascript library that is used by creative coders and artists
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