Pneumonia Detection with Deep Learning

A convolutional neural network model for RSNA pneumonia detection challenge based on Residual Networks.

About the data

• You can check this exploratory data analysis notebook to see what the data set roughly looks like.

How to use

• Download the data set.
• Set the paths in config.py
• Than either

  python encoder_decoder_model.py
  

  or use resnet.ipynb which can also plot losses on each epoch on Jupyter notebook.