Object Detection using TensorFlow.js

This is a simple project for Object Detection using TensorFlow.js. This app uses the coco-ssd model for object detection which is part of pre-trained models in TensorFlow.js.

Learn more details about this project in this blog post.

Project Contents

This project consists of the following three files.

index.html

The UI of this app. It loads the TensorFlow.js script, the coco-ssd model script and the custom JS file belonging to this app.

TensorFlow.js:

<script src="https://cdn.jsdelivr.net/npm/@tensorflow/tfjs@2.0.0/dist/tf.min.js" type="text/javascript"></script>

coco-ssd model:

<script src="https://cdn.jsdelivr.net/npm/@tensorflow-models/coco-ssd"></script>

This app's script file:

<script src="script.js" defer></script>

This apps's stylesheet:

<link rel="stylesheet" href="style.css">

style.css

Stylesheet required for the elements on the web page.

script.js

Javascript file that handles the returned prediction of objects identified on the image by the coco-ssd model.