Repository contains solution for https://www.kaggle.com/c/rsna-intracranial-hemorrhage-detection ("BBB" team, 67th plase)

Project structure:

1. Architectures: folder with several CNN architectures tested or used in sulution;
2. sync_batchnorm: module with utils for synchronized batch normalization for training on multiple GPUs;
3. Utils: tools for data generation, gradient accumulation, losses etc.
4. modelling.py: main file for model training

Other files are used for data pre-processing and submissions preparation