Detect whether a patient has Covid-19, pneumonia, or no illness using x-ray images of their lungs.
Codecademy Deep Learning Challenge Classification Project.
Repository contents:
lung_class.ipynb: Jupyter Notebook containing the script for cleaning, visualizing, exploring, modeling and verification
train data folder, 3 folders 1 for each class 112 images covid 71 images normal & pneumonia
test data folder, 3 folders 1 for each class 27 images Covid 21 images Pneumonia and Normal
each image is 256 x 256 greyscale
weights.hdf5 : weights saved from the ModelCheckpoint callback in keras which holds the weights for the epoch with the lowest cross entropy