Inspiration
Pandemic
What it does
Detects whether the person is having pneumonia or not based on X-rays
How I built it
Built Deep learning models and deployed them on android app using flutter and dart
Challenges I ran into
Overfitting of model and less accuracy, issues with the deprecated libraries which support deployment of TensorFlow model on flutter
Accomplishments that I'm proud of
Got 90%+ accuracy and successful deployment on app
What I learned
It doesn't matters how many errors we get, what matters is how we face those errors without giving up
What's next for Pneumodoc: AI based Pneumonia Detection App
Will try to optimize the model for real time data and give accurate predictions on app
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