toannhu / tfjs-yolo-tiny-demo

Demo for https://www.npmjs.com/package/tfjs-yolo-tiny

In-Browser ML-Powered Object Detection Demo

Use YOLO deep learning model to detect objects locally in your browser (no servers required).

Want to use object detection in your project? Check out the NPM package here.

Demo

Check out the Live Demo

(You can only get so far with 1 FPS)

Get Started

Looking for the NPM package repo to use object detection in your own app? Find it here.

Install Dependencies

yarn

Serve Demo

yarn serve

Performance

I get around 1 FPS on my Macbook 13" mid-2014 using Chrome. Your mileage may vary. PRs to help perf/bug fixes are certainly welcome at tfjs-yolo-tiny.