GitHub - CoRiis/conv_VAE_pneumonia: Lung Opacities Detection using Auxiliary Deep Generative Models

Lung Opacities Detection using Auxiliary Deep Generative Models

Go though code in main.ipynb for a overview. Read paper for more details.

In order to run the code, download data set at: https://www.kaggle.com/c/rsna-pneumonia-detection-challenge Or upload full_collection.ipynb to a Kaggle Kernel at same challenge.

Name		Name	Last commit message	Last commit date
Latest commit History 10 Commits
static_files		static_files
Lung Opacities Detection using Auxiliary Deep Generative Models.pdf		Lung Opacities Detection using Auxiliary Deep Generative Models.pdf
README.md		README.md
accuracy_functions.ipynb		accuracy_functions.ipynb
construct_network.ipynb		construct_network.ipynb
full_collection.ipynb		full_collection.ipynb
load_data.ipynb		load_data.ipynb
load_modules.ipynb		load_modules.ipynb
loss_functions.ipynb		loss_functions.ipynb
main.ipynb		main.ipynb
train_network.ipynb		train_network.ipynb

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