├── .gitignore ├── LICENSE ├── README.md ├── datamodule ├── heart.py ├── hippocampus.py ├── iseg.py └── luna.py ├── environment_cuda10.yml ├── environment_cuda11.yml ├── evaluate.py ├── evaluate_iseg.py ├── imgs └── 3dconvcaps.png ├── layers.py ├── module ├── mod_ucaps.py ├── segcaps.py ├── ucaps.py └── unet.py ├── scripts ├── eval_3dconvcaps.sh └── train_3dconvcaps.sh ├── show_image.py ├── train.py └── val.py /.gitignore: -------------------------------------------------------------------------------- 1 | *pyc 2 | lightning_logs/ -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/UARK-AICV/3DConvCaps/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/UARK-AICV/3DConvCaps/HEAD/README.md -------------------------------------------------------------------------------- /datamodule/heart.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/UARK-AICV/3DConvCaps/HEAD/datamodule/heart.py -------------------------------------------------------------------------------- /datamodule/hippocampus.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/UARK-AICV/3DConvCaps/HEAD/datamodule/hippocampus.py -------------------------------------------------------------------------------- /datamodule/iseg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/UARK-AICV/3DConvCaps/HEAD/datamodule/iseg.py -------------------------------------------------------------------------------- /datamodule/luna.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/UARK-AICV/3DConvCaps/HEAD/datamodule/luna.py -------------------------------------------------------------------------------- /environment_cuda10.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/UARK-AICV/3DConvCaps/HEAD/environment_cuda10.yml -------------------------------------------------------------------------------- /environment_cuda11.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/UARK-AICV/3DConvCaps/HEAD/environment_cuda11.yml -------------------------------------------------------------------------------- /evaluate.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/UARK-AICV/3DConvCaps/HEAD/evaluate.py -------------------------------------------------------------------------------- /evaluate_iseg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/UARK-AICV/3DConvCaps/HEAD/evaluate_iseg.py -------------------------------------------------------------------------------- /imgs/3dconvcaps.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/UARK-AICV/3DConvCaps/HEAD/imgs/3dconvcaps.png -------------------------------------------------------------------------------- /layers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/UARK-AICV/3DConvCaps/HEAD/layers.py -------------------------------------------------------------------------------- /module/mod_ucaps.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/UARK-AICV/3DConvCaps/HEAD/module/mod_ucaps.py -------------------------------------------------------------------------------- /module/segcaps.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/UARK-AICV/3DConvCaps/HEAD/module/segcaps.py -------------------------------------------------------------------------------- /module/ucaps.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/UARK-AICV/3DConvCaps/HEAD/module/ucaps.py -------------------------------------------------------------------------------- /module/unet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/UARK-AICV/3DConvCaps/HEAD/module/unet.py -------------------------------------------------------------------------------- /scripts/eval_3dconvcaps.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/UARK-AICV/3DConvCaps/HEAD/scripts/eval_3dconvcaps.sh -------------------------------------------------------------------------------- /scripts/train_3dconvcaps.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/UARK-AICV/3DConvCaps/HEAD/scripts/train_3dconvcaps.sh -------------------------------------------------------------------------------- /show_image.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/UARK-AICV/3DConvCaps/HEAD/show_image.py -------------------------------------------------------------------------------- /train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/UARK-AICV/3DConvCaps/HEAD/train.py -------------------------------------------------------------------------------- /val.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/UARK-AICV/3DConvCaps/HEAD/val.py --------------------------------------------------------------------------------