I'm a Physiology student and I'm interested in the aftereffects of COVID 19.
What it does
Detects the presence of COVID 19 within X-ray scans.
How we built it
It uses convolutional neural networks to identify hallmark features of COVID 19 and classify images.
Challenges we ran into
Dataset problems, but they were addressed in the GitHub.
Accomplishments that we're proud of
Around an ~87% accuracy. The web application itself is fresh and incorporates responsive web design.
What we learned
Learned about Keras for CNNs. Learned Get and Post with Flask. Learned CSS Grid, template inheritance, and bootstrapping.
What's next for COVID 19 X-Ray Detector
I hope to develop a mobile version that can instantly detect COVID 19 from urine samples. Ideally it'd be accessible by everyone and trivialize PCR tests.