Writing Your Very First Neural Network in JavaScript

Writing Your Very First Neural Network in JavaScript

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In the last couple of years, we’ve seen a number of machine learning libraries popping up in the JavaScript community, allowing front-end developers to bring AI to the web and solve complex problems with easy-to-use APIs.

TensorFlow is one of the most popular open-source platform for machine learning, mainly used with Python. In 2018 Google announced the first version of TensorFlow for JavaScript, called TensorFlow.js. This is what we are going to explore in this tutorial.

We are going to build an image classifier. At the end of the tutorial, our classifier will be able to distinguish images between Santa and an everyday old man. But to get started, we first need to understand what are neural networks.

Writing Your Very First Neural Network in JavaScript

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