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Classifying X-Ray Images using PyTorch

AdvancedSkill Level
4.8+
37 reviews
Updated 05/2025
Detect pneumonia on X-ray images by fine-tuning a pre-trained CNN.
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Project Description

Classifying X-Ray Images using PyTorch

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.

Classifying X-Ray Images using PyTorch

Detect pneumonia on X-ray images by fine-tuning a pre-trained CNN.
Start Project
  • 1

    Task 1

Don’t just take our word for it

*4.8
from 37 reviews
89%
11%
0%
0%
0%
  • Favour
    6 days ago

  • Frank
    2 weeks ago

  • Darrell
    2 weeks ago

  • Jabez Ian
    3 weeks ago

    A good exercise in adapting a pre-trained ResNet-18. The instructions for modifying the model are clear. While the 3-epoch training limit results in low accuracy (as expected), it effectively teaches the core process.

  • Srinivasa Varma
    4 weeks ago

  • Mourya
    5 weeks ago

Favour

Frank

Darrell

    Join over 18 million learners and start Classifying X-Ray Images using PyTorch today!

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    By continuing, you accept our Terms of Use, our Privacy Policy and that your data is stored in the USA.