Chest-X_Ray-Classification-For-Pneumonia-Using-Cnn

Chest X_Ray Classification For Pneumonia Using Convolutional Neural Networks

Project Description

The goal of this project is so classify the presence of pneumonia in a patient based off their chest x-ray. There are 3 different examples in the dataset (normal, bacterial pneumonia, and viral pneumonia). Our initial goal is to classify the yes/no question for if a patient has pneumonia. We will research a variety of models to see what is the most effective.

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Dataset

Available on Kaggle [1]. 5863 labelled x-ray images from a frontal view. There are 2 categories of normal/pneumonia. https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia

Requirements

Type below command in cmd to get up and running with the dependencies of the file.

git clone https://github.com/zubairsamo/Chest-X_Ray-Classification-For-Pneumonia-Using-Cnn
.git

Usage

Chest-X_Ray-Classification-For-Pneumonia-Using-Cnn.py

Author

You can get in touch with me on my LinkedIn Profile:

Zubair Samo

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