├── .gitignore ├── Dockerfile ├── LICENSE ├── Makefile ├── README.md ├── configs ├── resnet34_768_unet.yaml ├── train_transforms_768.yaml └── val_transforms_768.yaml ├── figures └── model.png ├── lint.sh ├── requirements.txt ├── scripts ├── ensemble.sh ├── submit.sh ├── test.sh └── train.sh ├── setup.cfg └── src ├── __init__.py ├── callbacks.py ├── data.py ├── eda.py ├── ensemble.py ├── factory.py ├── inference.py ├── losses ├── __init__.py ├── bce.py ├── combo.py ├── dice.py ├── focal.py ├── jaccard.py └── lovasz.py ├── metrics.py ├── models ├── __init__.py ├── norm.py ├── resnet.py └── unet.py ├── runner.py ├── submit.py ├── test.py ├── train.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amirassov/kaggle-pneumothorax/HEAD/.gitignore -------------------------------------------------------------------------------- /Dockerfile: 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