Pareekshan is a Web App, which predicts the chances of an individual being COVID-19 positive or negative on the basis of their symptoms.
Database used is taken from Israel Government Medical Covid-19 Dataset.
After the collection and preprocessing of data.
A three layered neural network was constructed and trained over 80% data.
After testing it on remaining data, accuracy of 92.58% was received.
- tensorflow.keras
- sklearn.preprocessing
- streamlit
First run the python notebook ANN.ipynb in sequence to create the machine learning model
To run the application type the following command in terminal
streamlit run interface.py
