javascript-machine-learning / Color Accessibility Neural Network Deeplearnjs
🍃 Using a Neural Network to improve web accessibility in JavaScript.
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Neural Network in JavaScript with Deeplearn.js
Use Case: Learning best color matches of font and background color for an improved web accessibility.
This example project demonstrates how neural networks may be used to solve a binary classification problem. It uses deeplearn.js to predict accessible font colors based on background colors. Read more about it. If you have problems to follow the view layer implementation with React, checkout this book to learn the fundamentals of it.
Installation
git clone [email protected]:javascript-machine-learning/color-accessibility-neural-network-deeplearnjs.gitcd color-accessibility-neural-network-deeplearnjsnpm installnpm start
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