As artificial intelligence continues to grow in popularity, integrating machine learning models into web applications has become increasingly important. TensorFlow.js, a JavaScript library for machine learning, allows developers to run pre-trained models and build custom models directly in the browser. When combined with React, you can create dynamic, AI-powered interfaces that respond in real-time to user interactions.
In this tutorial, we’ll walk through how to set up a React application that leverages TensorFlow.js to build an AI-powered interface. We’ll cover the basics of TensorFlow.js, loading and running a pre-trained model, and integrating the model into a React component to create a responsive and interactive user experience.