Chest X-ray & Pneumonia: Deep Learning with TensorFlow

Deal with Class Imbalance and Use Pre-Trained Model Effectively

Saptashwa Bhattacharyya
Towards Data Science
6 min readNov 1, 2021

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Chest X-ray photo by CDC on Unsplash

In the past few years, we have seen a rapid increase in using Deep Learning for medical diagnosis in various forms, specially in the analysis of medical images. Here we will set up a pipeline to classify chest x-ray images of patients with and without pneumonia. The…

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