COVID-19 Probability Detector

This is a simple web application detects probability of COVID-19 infection by analyzing symptoms of a person.

Table of contents

• General info
• Screenshots
• Technologies
• Setup
• Features
• Status
• Contact
• Authors and Contributers
• License

General info

This application detects probability of COVID-19 infection in a person by analyzing symptoms.

Purpose

COVID-19 tests are limited in daily basis thus everybody could not be tested in single day so this application could be very useful for medical authorities or medical professionals for prioritization of COVID-19 test cases.

Screenshots

Homepage

Result Page

Technologies

• Python
• Bootstrap
• Flask
• Pandas
• Numpy
• Scikit-learn

Important

THIS PROJECT IS BASED UPON SELF CREATED DATASET OF SYMPTOMS and LOGISTIC REGRESSION. This project can be enhanced by using dataset provided by medical authorities.

Setup

Prerequisites

This application uses many external modules so before setting up this application in your local machine you need to install these softwares and modules.

Install Python

Go to https://www.python.org/downloads/ , select OS and download the installer. Then run the installer, proceed further and finish the installation.

Install Flask

To install flask run your terminal with administrative priviliges and run following command.- $ pip install flask

Deployment in Local Machine

To start this application open terminal in application directory and run following command.- $ python app.py After this a URL will be displayed in terminal window, after typing that URL into browser window web apllication will start.

Deployment in Live Server

I could not figure out how to deploy this application in live environment. If anyone knows how to deploy this application in live server please help me with this issue. Credit will be given to you after successful deployment.

Features

• Clean UI
• Useful for self assessment
• Very useful for Doctors and Medical authorities

To-do list:

• Live map with active and recovered cases.
• Many more improvements.

Status

Project is: in progress

Contact

Created by Pushpendra Yadav Email - ([email protected]) Instagram - (https://instagram.com/sinister_1337) Feel free to contact me!

Authors and Contributers

• Pushpendra Yadav - Initial work - COVID-19 Probability Detector

Anyone can help us by suggesting the new improvements and features.

I truly ❤️ pull requests! See also the list of contributors who participated in this project.