├── .gitignore ├── README.md ├── docker ├── Dockerfile ├── build.sh ├── requirements.txt └── run.sh ├── input └── .gitkeep ├── notebook └── .gitkeep ├── output └── .gitkeep ├── scripts ├── eval.sh ├── submission.sh └── train.sh └── src ├── configs ├── model001.yaml ├── model002.yaml ├── model003.yaml ├── model004.yaml ├── model005.yaml ├── model006.yaml ├── model007.yaml ├── model008.yaml ├── model009.yaml ├── model010.yaml ├── model011.yaml ├── model012.yaml ├── model013.yaml ├── model014.yaml ├── model015.yaml ├── model016.yaml ├── model017.yaml ├── model018.yaml ├── model019.yaml ├── model020.yaml ├── model021.yaml ├── model022.yaml ├── model023.yaml ├── model024.yaml ├── model025.yaml ├── model026.yaml ├── model027.yaml ├── model028.yaml ├── model029.yaml ├── model030.yaml ├── model031.yaml ├── model032.yaml ├── model033.yaml ├── model034.yaml ├── model035.yaml ├── model036.yaml ├── model037.yaml ├── model038.yaml ├── model039.yaml ├── model040.yaml ├── model041.yaml ├── model042.yaml ├── model043.yaml ├── model044.yaml ├── model045.yaml ├── model046.yaml ├── model047.yaml ├── model048.yaml ├── model049.yaml ├── model050.yaml ├── model051.yaml ├── model052.yaml ├── model053.yaml ├── model054.yaml ├── model055.yaml ├── model056.yaml ├── model057.yaml ├── model058.yaml ├── model059.yaml ├── model060.yaml ├── model061.yaml ├── model062.yaml ├── model063.yaml ├── model064.yaml ├── model065.yaml └── sample.yaml ├── data_process ├── s01_make_kfold_csv.py └── s02_make_kfold_csv_area.py ├── datasets ├── __init__.py ├── augmentation.py ├── dataset.py └── sampler.py ├── eval.py ├── factory.py ├── loss_funcs ├── __init__.py └── loss.py ├── models ├── __init__.py ├── backbones │ ├── __init__.py │ ├── efficientnet.py │ ├── resnet.py │ ├── senet.py │ └── utils.py ├── layers │ ├── __init__.py │ ├── aspp.py │ ├── attention.py │ ├── decoder.py │ ├── ms_head.py │ └── util_layers.py └── networks │ ├── __init__.py │ └── unet.py ├── submission.py ├── train.py ├── trainer 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