Current state of pandemic and to help to get the result of diagnosis faster
What it does
It just detects either the patient is a COVID patient or not by going through the X-Ray image of the patient.
How I built it
Challenges I ran into
I faced the difficulty of getting the model to predict really true by handling accuracy and loss curves. Challenge was to make it really understandable, even if someone not knowing the programming. To just go to url and make a cool GUI with simplicity.
Accomplishments that I'm proud of
I am proud to make it end to end to help people face this pandemic.
What I learned
I learned that with intention of doing help for people in need, the work that was stuck shows you the way to completion and the feeling of gratitude is not comparable.
What's next for COVID Detector
This web app could be integrated with Indian Government’s live AROGYA SETU app so that if a person uploads the X-Ray and is COVID +ve, then his/her details with location will be filled to the Government’s database and other’s will be warned about the accurate statistics and the COVID patient is how far from AROGYA SETU APP’s other user. If the database is available at more vast range then the output of this web app will be very very accurate.