├── LICENSE ├── README.md ├── dataset.py ├── dist_utils.py ├── engine.py ├── loss.py ├── prepare_data.py ├── requirements.txt ├── rotate_slice.ipynb ├── segmentation_models_pytorch ├── __init__.py ├── __version__.py ├── base │ ├── __init__.py │ ├── heads.py │ ├── initialization.py │ ├── model.py │ └── modules.py ├── datasets │ ├── __init__.py │ └── oxford_pet.py ├── decoders │ ├── __init__.py │ ├── deeplabv3 │ │ ├── __init__.py │ │ ├── decoder.py │ │ └── model.py │ ├── fpn │ │ ├── __init__.py │ │ ├── decoder.py │ │ └── model.py │ ├── linknet │ │ ├── __init__.py │ │ ├── decoder.py │ │ └── model.py │ ├── manet │ │ ├── __init__.py │ │ ├── decoder.py │ │ └── model.py │ ├── pan │ │ ├── __init__.py │ │ ├── decoder.py │ │ └── model.py │ ├── pspnet │ │ ├── __init__.py │ │ ├── decoder.py │ │ └── model.py │ ├── unet │ │ ├── __init__.py │ │ ├── decoder.py │ │ └── model.py │ └── unetplusplus │ │ ├── __init__.py │ │ ├── decoder.py │ │ └── model.py ├── encoders │ ├── __init__.py │ ├── _base.py │ ├── _preprocessing.py │ ├── _utils.py │ ├── densenet.py │ ├── dpn.py │ ├── efficientnet.py │ ├── inceptionresnetv2.py │ ├── inceptionv4.py │ ├── mix_transformer.py │ ├── mobilenet.py │ ├── mobileone.py │ ├── nextvit.py │ ├── resnet.py │ ├── senet.py │ ├── timm_convnext.py │ ├── timm_efficientnet.py │ ├── timm_focalnet.py │ ├── timm_gernet.py │ ├── timm_inceptionnext.py │ ├── timm_mobilenetv3.py │ ├── timm_regnet.py │ ├── timm_res2net.py │ ├── timm_resnest.py │ ├── timm_sknet.py │ ├── timm_swin_transformer.py │ ├── timm_universal.py │ ├── vgg.py │ └── xception.py ├── losses │ ├── __init__.py │ ├── _functional.py │ ├── constants.py │ ├── dice.py │ ├── focal.py │ ├── jaccard.py │ ├── lovasz.py │ ├── mcc.py │ ├── soft_bce.py │ ├── soft_ce.py │ └── tversky.py ├── metrics │ ├── __init__.py │ └── functional.py └── utils │ ├── __init__.py │ ├── base.py │ ├── functional.py │ ├── losses.py │ ├── meter.py │ ├── metrics.py │ └── train.py ├── surface_distance ├── __init__.py ├── lookup_tables.py └── 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