Classifying X-Ray Images using PyTorch

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Updated 10/2024

Detect pneumonia on X-ray images by fine-tuning a pre-trained CNN.

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Project Description

Accurate and timely diagnosis of pneumonia is essential for effective treatment and patient care. By leveraging deep learning in PyTorch, you will fine-tune a pre-trained convolutional network to classify X-ray images, distinguishing between healthy individuals and those with pneumonia.

Project Tasks

Task 1

Tomas Miskov

Instructor

Hey, I’m Tomas, a data geek with a passion for data-driven storytelling, research and science. I’ve got a data science MPhil degree from Erasmus University Rotterdam, where I’ve had the chance to also teach deep learning and machine learning. When I’m not knee-deep in code, you’ll probably find me out in nature or writing a blogpost/creating a math-explainer for my YouTube channel. I love bringing data to life, whether it's through teaching, research, or just geeking out on my own projects!

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