RSNA Intracranial Hemorrhage Detection Kaggle competition starter pack
The instructions in the notebooks will take you through downloading the data, processing it, training a basic model and making a submission.
Twitter thread
Kaggle forum post
FastAi forum post
EDIT: Please note, window_and_normalize should divide window_width by 2 in order to align with the 'brain window' traditionally used by radiologists for visualization. As is right now, the window is twice as wide. Good discussion on relevance of windowing to visualization / modelling in this kaggle thread
PyTorch version: 1.2.0
FastAi version: 1.0.58.dev0 (54b757bbfe85df4ccf391dd3da0825c441b1d2da)