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Noah Brauner's Capstone Project

Machine Learning in Medicine

September 2020-May 2021

Description

This was my first large-scall SwiftUI applicaiton at over 3000 lines of code. The app features two machine learning models (Convolutional Neural Networks) trained by me:

  • A pneumonia detector: built on 20,000 Chest X-ray images, distinguishes x-rays as either healthy or presenting pneumonia
  • A dog breed recognizer: built on 60,000 iamges of beloved dogs, can distinguish from 200+ breeds

The app was completed as the project portion for my middle school Capstone project on Machine Learning in Medicine. It accompanied my reserach paper which can be read here (don't judge the writing, I was 14)

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Screenshot 1 Screenshot 2 Screenshot 3 Screenshot 4 Screenshot 5

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