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Building a Real-Time Object Detection Web App with TensorFlow.js and p5.js

Tutorial February 12, 2025
javascript

In this tutorial, you’ll learn how to create a web application that performs real-time object detection using your webcam. By combining TensorFlow.js—Google’s library for machine learning in JavaScript—with p5.js for creative coding and drawing, you can build an interactive app that detects objects on the fly.

This guide will walk you through setting up your development environment, loading a pre-trained model, capturing video input, and overlaying detection results on the video feed.