deep-learning deep-learning-tutorial deep-neural-networks deeplearnjs javascript machine-learning machine-learning-algorithms neural-network neural-network-example neural-networks

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 git@github.com:javascript-machine-learning/color-accessibility-neural-network-deeplearnjs.git
cd color-accessibility-neural-network-deeplearnjs
npm install
npm start

About

🍃 Using a Neural Network to improve web accessibility in JavaScript.

https://www.robinwieruch.de/neural-networks-deeplearnjs-javascript/

deep-learning deep-learning-tutorial deep-neural-networks deeplearnjs javascript machine-learning machine-learning-algorithms neural-network neural-network-example neural-networks

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Language:JavaScript 86.4%Language:HTML 11.3%Language:CSS 2.3%