/Pneumonia-Classification

Classifying X-ray images to detect pneumonia

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Deep Learning Using Keras

We will classify x-ray images to detect whether or not a patient has pneuonmia by building a Convolutional Neural Network (CNN) model via the MobileNetV2 model of Keras.

The dataset was obtained from Kaggle and was initially used in a research paper. There are 3 datasets, split into a training dataset, test dataset, and validation dataset with a total of 5856 images.

https://www.kaggle.com/datasets/paultimothymooney/chest-xray-pneumonia/data

https://www.cell.com/cell/fulltext/S0092-8674(18)30154-5