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A Flask project which uses Keras models to see a chest x-ray image, and detect whether it has pneumonia or not. Classes detected are: Normal, Bacterial, and Viral.

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DiagPneumonia - Pneumonia Diagnosis Project

Authors: Pavan Rao, Kushal Ramakanth, Kunal Desai, Onkar Madli

This project takes in a chest X-ray image input, and predicts whether there is pneumonia or not.

The model is custom built using Keras.

This project uses Flask for the backend where our pre-trained model is loaded.

Input: A chest X-ray scanned image

Output: "Normal", "Bacterial", or "Viral"

Requirements

Make sure you have the following packages installed on your local (or remote) environment before running

Steps to run the project

Clone the repo or download the zip, then extract as

$ cd /path/to/diag-pneumonia

Then run,

$ python app.py

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A Flask project which uses Keras models to see a chest x-ray image, and detect whether it has pneumonia or not. Classes detected are: Normal, Bacterial, and Viral.

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