Pytorch Implementation of Multi-res Tiling Approach to Digital Pathology Classification

File Catalog

train_net.py: training script

nets.py: network modules

transformations.py: image preprocessing and augmentation settings

cross_validation.py: generators for cross_validations

resnet.py: modified resnet architecture for classification

resnet_helper.py: helper functions for tiling

PathologyDataset.py: pathology dataset module