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Projects-at-UWM/Pneumonia-Detection

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The files include the codes for pre-trained models as well as the CNN model that was made by us:

  • CNN.py: The CNN model.
  • vgg19.py: The VGG 19 model.
  • vgg19_EAI.py: The VGG 19 model, XAI for demonstrating Pneumonia detection feature extraction.
  • pneumonia-resnet.ipynb: The ResNet models, 152 and 200. All the saved models are attached as well To run these codes, use google colab. The dataset folder is also attached in here as:
  • chest_xray.: The dataset for the project.

Authors

Tirth Shah MayurKumar Patel

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