pavanpej/diag-pneumonia

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.

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

• TensorFlow
• Flask
• Pillow
• NumPy

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