sam-zlota / covid-lung-scan-classifer

Convolutional Neural Network Binary Classifier for COVID Detection in Lung CT-Scans using keras/tensorflow, sklearn

CVT_COVID-CT-CNN collaboration space/data storage/presentation of findings

Please note:

1. master-data contains folders of all compiled COVID and NonCOVID CT images (excluding hold-out dataset)
2. split-data contains 70/15/15 random permutation train/val/test split of images located in master-data
3. "DenseNet121_Training_and_Evaluation.ipynb" contains full training and evaluation for best performing TL architecture

8/25/20 master-data/split-data COVID: 2431 total, train: 1701, val: 365, test: 365 NonCOVID: 2166 total, train: 1516, val: 325, test: 325

HO-data (used for secondary testing purposes) COVID: 211 NonCOVID: 150