Skip to content
/ NOvid-20 Public

An online doctor and a health assistant, whenever and wherever you need with solution to foretell the likelihood of being in vicinity of COVID-19 using ML and AI

License

Notifications You must be signed in to change notification settings

V2dha/NOvid-20

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

GitHub Repo stars GitHub forks GitHub contributors GitHub issues GitHub closed issues GitHub pull requests GitHub closed pull requests APM

logo

NOvid-20

One solution to all Covid-19 Queries
An online doctor and a health assistant, whenever and wherever you need
A solution to foretell the likelihood of being in vicinity of COVID-19 using ML and AI


Features

  • COVID-19 Predictor - The predictor model based on machine learning approach analyzes the likelihood of the disease based on various factors.

  • COVID-19 Detector - With the help of COVID-19 Detector, you can upload your Chest X-Ray image and get a prior prediction of whether you are COVID-19 positive, negative or it's a case of Pneumonia.

  • Chatbot - An AI assistant will resolve all your queries related to the disease and provide implementable solutions to them.

  • Current situation Overview - Latest updates and overview of the on-going situation to help you keep track of it.

Demo

Tech Stack

  • For COVID-19 Predictor, Ensemble Machine Learning classifier was used to classify the symptoms and factors entered by the user. The accuracy achieved by the model is 98.2% using Random Forest.
  • For COVID-19 Detector, Convolutional Neural Networks were used to detect the COVID-19 using Chest X-Ray images with an accuracy of 95%.
  • For both deployment of Predictor and Detector, Flask was used for backend deployment on heroku.
  • Main website is a static website hosted using Github Pages with the frontend built using Bootstrap template.
  • Chatbot is powered by SnatchBot.

Contributing

NOvid-20 is fully Open-Source and open for contributions! We request you to respect our contribution guidelines as defined in our CODE OF CONDUCT and CONTRIBUTING GUIDELINES.

Contributors

About

An online doctor and a health assistant, whenever and wherever you need with solution to foretell the likelihood of being in vicinity of COVID-19 using ML and AI

Topics

Resources

License

Code of conduct

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published