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CodeFactor

Nomonia

An Android app that tells if someone has bacterial Pneumonia based on their Chest x-ray.

How was this build

  • The model was built from scratch using Tensorflow using a custom CNN which was later converted into a lighter version which can be used for inference on mobile devices.
  • The android application was made on a native environment using Android Studio.
  • model.tflite contains the lite model that can be used by the user to do inference on their own devices.
  • I've also added few images that one can use to see the working of the app.

Relevant Screenshots

Screenshot_1593160281 Screenshot_1593160305 ss1