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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.


Check out the Live Demo

(You can only get so far with 1 FPS)

yolo person detection

Get Started

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

Install Dependencies


node 10

yarn --ignore-engines 

Serve Demo

yarn serve


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.