├── CGRmodes ├── CGR.py ├── __pycache__ │ ├── CGR.cpython-36.pyc │ ├── EPG.cpython-35.pyc │ ├── EPG.cpython-36.pyc │ ├── EPG2.cpython-36.pyc │ ├── EPGbaseline.cpython-35.pyc │ ├── layers.cpython-36.pyc │ └── utils.cpython-36.pyc ├── layers.py └── utils.py ├── README.md ├── __pycache__ ├── evaluation.cpython-36.pyc └── transform.cpython-36.pyc ├── data ├── __pycache__ │ ├── dataloader.cpython-36.pyc │ └── dataloader2.cpython-36.pyc ├── dataloader.py ├── dataloader2.py └── utils │ ├── comm.py │ ├── dice3D.py │ ├── direct_field │ ├── __pycache__ │ │ ├── df_cardia.cpython-36.pyc │ │ ├── df_cardia.cpython-37.pyc │ │ ├── utils_df.cpython-36.pyc │ │ └── utils_df.cpython-37.pyc │ ├── df_cardia.py │ └── utils_df.py │ ├── image_list.py │ ├── init_net.py │ ├── metrics.py │ ├── utils_loss.py │ └── vis_utils.py ├── evaluation.py ├── fig ├── 1.png ├── 2.png └── 3.png ├── models ├── ._models.py ├── AttU_Net_model.py ├── BaseNet.py ├── F3net.py ├── GSConv.py ├── InfNet_Res2Net.py ├── LDF.py ├── LDunet.py ├── PraNet_Res2Net.py ├── PraNet_ResNet.py ├── R2U_Net_model.py ├── Res2Net_v1b.py ├── UNet_2Plus.py ├── __pycache__ │ ├── AttU_Net_model.cpython-35.pyc │ ├── BaseNet.cpython-35.pyc │ ├── BaseNet.cpython-36.pyc │ ├── F3net.cpython-35.pyc │ ├── GSConv.cpython-35.pyc │ ├── GSConv.cpython-36.pyc │ ├── InfNet_Res2Net.cpython-35.pyc │ ├── InfNet_Res2Net.cpython-36.pyc │ ├── LDF.cpython-35.pyc │ ├── LDunet.cpython-35.pyc │ ├── PraNet_Res2Net.cpython-35.pyc │ ├── R2U_Net_model.cpython-35.pyc │ ├── Res2Net_v1b.cpython-35.pyc │ ├── UNet_2Plus.cpython-35.pyc │ ├── UNet_2Plus.cpython-36.pyc │ ├── __init__.cpython-35.pyc │ ├── __init__.cpython-36.pyc │ ├── attention_blocks.cpython-35.pyc │ ├── attention_blocks.cpython-36.pyc │ ├── cenet.cpython-35.pyc │ ├── cenet.cpython-36.pyc │ ├── custom_functions.cpython-35.pyc │ ├── custom_functions.cpython-36.pyc │ ├── deeplab_v3p.cpython-35.pyc │ ├── denseunet_model.cpython-35.pyc │ ├── fcn.cpython-35.pyc │ ├── fcn.cpython-36.pyc │ ├── init_weights.cpython-35.pyc │ ├── init_weights.cpython-36.pyc │ ├── layers.cpython-35.pyc │ ├── layers.cpython-36.pyc │ ├── models.cpython-35.pyc │ ├── models.cpython-36.pyc │ ├── multi_scale.cpython-35.pyc │ ├── multi_scale.cpython-36.pyc │ ├── multi_scale_module.cpython-35.pyc │ ├── newnet.cpython-35.pyc │ ├── norm.cpython-35.pyc │ ├── norm.cpython-36.pyc │ ├── resnet.cpython-35.pyc │ ├── resnet.cpython-36.pyc │ ├── unet.cpython-35.pyc │ ├── unet.cpython-36.pyc │ ├── vggunet.cpython-35.pyc │ ├── wassp.cpython-35.pyc │ ├── wassp.cpython-36.pyc │ └── wnet.cpython-35.pyc ├── adaptive_avgmax_pool.py ├── attention_blocks.py ├── backbone │ ├── DenseNet.py │ ├── Res2Net.py │ ├── ResNet.py │ ├── VGGNet.py │ ├── __init__.py │ └── __pycache__ │ │ ├── Res2Net.cpython-35.pyc │ │ ├── Res2Net.cpython-36.pyc │ │ ├── __init__.cpython-35.pyc │ │ └── __init__.cpython-36.pyc ├── cenet.py ├── custom_functions.py ├── deeplab │ ├── LDF.py │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ ├── aspp.cpython-35.pyc │ │ ├── aspp.cpython-36.pyc │ │ ├── decoder.cpython-35.pyc │ │ └── decoder.cpython-36.pyc │ ├── aspp.py │ ├── backbone │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-35.pyc │ │ │ ├── __init__.cpython-36.pyc │ │ │ ├── drn.cpython-35.pyc │ │ │ ├── drn.cpython-36.pyc │ │ │ ├── mobilenet.cpython-35.pyc │ │ │ ├── mobilenet.cpython-36.pyc │ │ │ ├── resnet.cpython-35.pyc │ │ │ ├── resnet.cpython-36.pyc │ │ │ ├── xception.cpython-35.pyc │ │ │ └── xception.cpython-36.pyc │ │ ├── drn.py │ │ ├── mobilenet.py │ │ ├── resnet.py │ │ └── xception.py │ ├── decoder.py │ └── sync_batchnorm │ │ ├── __init__.py │ │ ├── __pycache__ │ │ ├── __init__.cpython-35.pyc │ │ ├── __init__.cpython-36.pyc │ │ ├── batchnorm.cpython-35.pyc │ │ ├── batchnorm.cpython-36.pyc │ │ ├── comm.cpython-35.pyc │ │ ├── comm.cpython-36.pyc │ │ ├── replicate.cpython-35.pyc │ │ └── replicate.cpython-36.pyc │ │ ├── batchnorm.py │ │ ├── comm.py │ │ ├── replicate.py │ │ └── unittest.py ├── 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