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Image classification model for Pneumonia positive or negative lung x-rays using Tensorflow

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Pneumonia_Classfication_tf

Project based on Kaggle dataset: https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia

Image classification model for Pneumonia positive or negative lung x-rays using Tensorflow

Convolutional Neural Net using RMSprop optimizer and Binary CrossEntropy to classify x-rays. Imbalanced dataset favoring pneumonia positive patients, therefore a model accuracy was not a valid metric

Created confusion matrix in order to get precision and recall

Obtained 94% precision and 85% recall.

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Image classification model for Pneumonia positive or negative lung x-rays using Tensorflow

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