Building an Image Classification Model with CNN

Detecting Pneumonia Using Convolutional Neural Network

Eunjoo Byeon
Towards Data Science
6 min readSep 13, 2020

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Eigenimages of normal and pneumonia X-rays

In this blog, I will outline how to build a simple image classification model using a convolutional neural network to detect the presence of pneumonia from chest X-ray images.

Pneumonia is a common infection that inflames the air sacs in the lungs causing symptoms…

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