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.
Tirth Shah MayurKumar Patel