Inspiration

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.

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