In light of the ever-evolving Covid-19 situation.
Presenting COVID-19 Detector
This project is my contribution to helping to analyze the probability of a person having the infection. Technologies that were made to convert information so that it can be accessible to computers are used to aid people and I can contribute to a social cause.
COVID 19 Detector is a Web Application Prototype Developed by ME and built for Doctors to find out whom to test for the infection first under a limited testing capacity by finding out the probability of a person having the infection.
In light of the ever-evolving Covid-19 situation, This project also contains an interactive world map of the corona virus that pin-points corona-virus cases around the world.
- The Objective is to Stop the transmission by prioritizing tests and hence detecting the cases quickly
- Data can be collected on the symptoms of COVID-19
- A machine learning model is then trained on the data to find out the probability of a person having the infection
- The model is then used to find out whom to test for the infection first under a limited testing capacity
- The same model can be used to find potential candidates for conducting random tests
To aid people by providing them knowledge through a Web Application has not been done yet. For more details you can see the Powerpoint Presentation in the repository.
This Web App is a dashboard developed in Flask (Python), HTML, Bootstrap/CSS and using Machine Learning. World map is created using Mapbox-Map-GL.
The project currently a Prototype. Data to be randomly generated for this Prototype. This model uses a technique called Logistic Regression. An HTML file will contain the UI with a form capable of sorting inferring the input data from the trained model.
Contributions are what make the open-source community such an amazing place to learn, inspire, and create. Any contributions you make are extremely appreciated.
- Fork the Project
- Create your Feature Branch (
git checkout -b feature/AmazingFeature) - Commit your changes (
git commit -m 'Add some AmazingFeature') - Push to the Branch (
git push origin feature/AmazingFeature) - Open a Pull Request
This is made by Ayushman Singh Chauhan (Me), I am a student who is interested in games, learning, and technology. Since I am a fresher, I am still learning. I am always open to learning.
This project is licensed under the MIT License - see the LICENSE file for details
Get in touch with Ayushman at ascb508 [at] gmail.com if you would like to contribute feedback or ideas!