COVID sucks, a lot of people are anxious about what it would do to them.
What it does
Our site predicts an individual's COVID severity.
How we built it
Using flask backend with tensorflow, pandas, and numpy to train the networks. Also using React as a simple frontend/backend to ping the flask API
Challenges we ran into
The CDC data has 22 MILLION rows, so big data challenges. Also, after removing all null data, there are only 660 thousand entries left. So, keeping the data representative is a challenge.
Accomplishments that we're proud of
Actually finishing this on time :D
What we learned
Flask, React, and JSON API calls.
What's next for COVID-19 Severity Predictor
Better data preprocessing, and more optimized networks. Sometimes they output some questionable predictions.