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Breakout Covid take in a user's (business) location , and based on the location, find out various Covid-19 related characteristics about the area such as total deaths, total infected, total hospitalized among others, use those characteristics for our machine learning model, and let the user know whether or not it is a good idea to be reopening t…

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Breakout COVID

Breakout COVID can be used as an app and website, which uses Machine Learning model to suggest business companies whether or not they should close down their business or not. This issue started to appear earlier last month, where companies, including Apple, started to close down their stores due to the Coronavirus outbreak. This caused many other companies to debate whether it is too early to or too late to close their business. We realized that based on the data we have about COVID-19, we can find solution to this by training machine learning model to exactly this. The mobile app, which is developed with flutter, and webapp use this machine learning model to tell its customers whether they its too risky or not to close their business. Along with this prediction, the users are also able to look at a bar chart to see the COVID-19 related data with ease and all in one place.

Features

  • Email and/or Google Signin for authentication
  • COVID tracking api to get all he COVID related statistics and data
  • Firebase Realtime Database used to store user information, like user's company name and the state they live in
  • Machine Learning model to analyze if a company should close their business or wait, given the circumstances of the area.
  • Flask to create machine learning model and API for mobile app and website
  • Heroku to host the machine learning model, which is used by mobile app and website
  • Chart to display COVID information in app

Video Demonstration of the App

https://youtu.be/8_ZUPdVPPiE

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Breakout Covid take in a user's (business) location , and based on the location, find out various Covid-19 related characteristics about the area such as total deaths, total infected, total hospitalized among others, use those characteristics for our machine learning model, and let the user know whether or not it is a good idea to be reopening t…

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