Mask or no mask? With Twilio Video, machine learning, and JavaScript

• tfjs-models

  50 13,738 8.0 TypeScript

  Pretrained models for TensorFlow.js

  

This project uses the pre-trained model MobileNet to recognize the content of certain images as well as Feature Extractor, which, utilizing the last layer of a neural network, maps the image content to the new classes/categories (ie. a person wearing a mask or not).

• twilioVideoWebChat9Mins

  2 3 0.0 JavaScript

  Build a Video Web Chat App in 9 Minutes with Twilio!

The Twilio CLI Before continuing, you’ll need a working Twilio Video app. To get started, download this repo and follow the README instructions to get started.

• SurveyJS

  surveyjs.io featured

  Open-Source JSON Form Builder to Create Dynamic Forms Right in Your App. With SurveyJS form UI libraries, you can build and style forms in a fully-integrated drag & drop form builder, render them in your JS app, and store form submission data in any backend, inc. PHP, ASP.NET Core, and Node.js.

  

• twilio-video-mask-ml5

  2 3 0.0 JavaScript

  Detect if someone is wearing a mask or not with Twilio Programmable Video, ml5.js, and Twilio Serverless.

Save your file, deploy the file and new application, and head back to your browser. Visit the deployed https://YOUR-TWILIO-DOMAIN/video.html page. From there you can detect mask usage with the model you trained on the train.html page in a Twilio video application! The complete code can be found on GitHub, which includes two models I trained to detect masks which you could use.

• ml5-library

  16 6,363 0.0 JavaScript

  Friendly machine learning for the web! 🤖

  

As the number of positive COVID-19 cases rises everywhere, mask-wearing is coming back in vogue. Read on to learn how to build an app to detect whether or not someone is wearing a mask in a Twilio Video call with ml5.js.

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