Pandemic Mask Detector

Using Machine Learning to detect mask wearing via webcam

Table of contents

• General info
• Technologies
• Launch
• Example of use

General info

This is a simple machine learning project to learn the basics of tensorflow.js, ml5.js, p5.js and how to combine them to make predictions based on a trained model.

The model is trained with Google Teacheable Machine using a selection of a larger dataset with:

• 256 images of portraits of people with masks
• 256 portraits of people without masks

you can check the online demo on my website

Technologies

Project is created with:

• HTML
• CSS
• JavaScript
  • tensorflow.js
  • ml5.js
  • p5.js

Launch

You just need to run a localhost server in the root directory of the project. It can be done using python: python3 -m http.server

Then a localhost server will be run at localhost:8000 in your browser.

Example of use

Will provide images and examples asap.