├── README.md ├── Resnet2d ├── __init__.py ├── classify_metrics.py ├── layer.py └── model_resNet2d.py ├── TNSCUI2020 ├── Resnet2d │ ├── __init__.py │ ├── classify_metrics.csv │ ├── classify_metrics.py │ ├── layer.py │ ├── log │ │ ├── events.out.tfevents.1590841179.WANGCHEN │ │ └── events.out.tfevents.1590844439.WANGCHEN │ └── model_resNet2d.py ├── Vnet2d │ ├── __init__.py │ ├── layer.py │ ├── util.py │ └── vnet_model.py ├── dataprocess │ ├── Augmentation │ │ ├── ImageAugmentation.py │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── ImageAugmentation.cpython-35.pyc │ │ │ ├── __init__.cpython-35.pyc │ │ │ └── images_masks_transform.cpython-35.pyc │ │ └── images_masks_transform.py │ ├── augtest.py │ ├── classifyaugtraindata.csv │ ├── classifydata.csv │ ├── classifytestdata.csv │ ├── classifytraindata.csv │ ├── data2dprepare.py │ ├── segmeatationaugtraindata.csv │ ├── segmeatationdata.csv │ ├── segmentationtestdata.csv │ ├── segmentationtraindata.csv │ ├── subset.py │ └── utils.py ├── resnet2d_predict.py ├── resnet2d_train.py ├── vnet2d_predict.py └── vnet2d_train.py ├── Vnet2d ├── __init__.py ├── layer.py ├── util.py ├── vnet_model.py └── vnet_seg_classify_model.py ├── dataprocess ├── classifydata.csv ├── segandclassifydata.csv └── segmeatationdata.csv ├── leadboard.png ├── loss.PNG ├── loss2.PNG ├── resnet2d_inference.py ├── resnet2d_train.py ├── tnscui2.png ├── vnet2d_inference.py ├── vnet2d_seg_classify_inference.py ├── vnet2d_seg_classify_train.py ├── vnet2d_train.py └── 分割结果.png /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/README.md -------------------------------------------------------------------------------- /Resnet2d/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/Resnet2d/__init__.py -------------------------------------------------------------------------------- /Resnet2d/classify_metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/Resnet2d/classify_metrics.py -------------------------------------------------------------------------------- /Resnet2d/layer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/Resnet2d/layer.py -------------------------------------------------------------------------------- /Resnet2d/model_resNet2d.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/Resnet2d/model_resNet2d.py -------------------------------------------------------------------------------- /TNSCUI2020/Resnet2d/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/TNSCUI2020/Resnet2d/__init__.py -------------------------------------------------------------------------------- /TNSCUI2020/Resnet2d/classify_metrics.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/TNSCUI2020/Resnet2d/classify_metrics.csv -------------------------------------------------------------------------------- /TNSCUI2020/Resnet2d/classify_metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/TNSCUI2020/Resnet2d/classify_metrics.py -------------------------------------------------------------------------------- /TNSCUI2020/Resnet2d/layer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/TNSCUI2020/Resnet2d/layer.py -------------------------------------------------------------------------------- /TNSCUI2020/Resnet2d/log/events.out.tfevents.1590841179.WANGCHEN: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/TNSCUI2020/Resnet2d/log/events.out.tfevents.1590841179.WANGCHEN -------------------------------------------------------------------------------- /TNSCUI2020/Resnet2d/log/events.out.tfevents.1590844439.WANGCHEN: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/TNSCUI2020/Resnet2d/log/events.out.tfevents.1590844439.WANGCHEN -------------------------------------------------------------------------------- /TNSCUI2020/Resnet2d/model_resNet2d.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/TNSCUI2020/Resnet2d/model_resNet2d.py -------------------------------------------------------------------------------- /TNSCUI2020/Vnet2d/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/TNSCUI2020/Vnet2d/__init__.py -------------------------------------------------------------------------------- /TNSCUI2020/Vnet2d/layer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/TNSCUI2020/Vnet2d/layer.py -------------------------------------------------------------------------------- /TNSCUI2020/Vnet2d/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/TNSCUI2020/Vnet2d/util.py -------------------------------------------------------------------------------- /TNSCUI2020/Vnet2d/vnet_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/TNSCUI2020/Vnet2d/vnet_model.py -------------------------------------------------------------------------------- /TNSCUI2020/dataprocess/Augmentation/ImageAugmentation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/TNSCUI2020/dataprocess/Augmentation/ImageAugmentation.py -------------------------------------------------------------------------------- /TNSCUI2020/dataprocess/Augmentation/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/TNSCUI2020/dataprocess/Augmentation/__init__.py -------------------------------------------------------------------------------- /TNSCUI2020/dataprocess/Augmentation/__pycache__/ImageAugmentation.cpython-35.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/TNSCUI2020/dataprocess/Augmentation/__pycache__/ImageAugmentation.cpython-35.pyc -------------------------------------------------------------------------------- /TNSCUI2020/dataprocess/Augmentation/__pycache__/__init__.cpython-35.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/TNSCUI2020/dataprocess/Augmentation/__pycache__/__init__.cpython-35.pyc -------------------------------------------------------------------------------- /TNSCUI2020/dataprocess/Augmentation/__pycache__/images_masks_transform.cpython-35.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/TNSCUI2020/dataprocess/Augmentation/__pycache__/images_masks_transform.cpython-35.pyc -------------------------------------------------------------------------------- /TNSCUI2020/dataprocess/Augmentation/images_masks_transform.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/TNSCUI2020/dataprocess/Augmentation/images_masks_transform.py -------------------------------------------------------------------------------- /TNSCUI2020/dataprocess/augtest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/TNSCUI2020/dataprocess/augtest.py -------------------------------------------------------------------------------- /TNSCUI2020/dataprocess/classifyaugtraindata.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/TNSCUI2020/dataprocess/classifyaugtraindata.csv -------------------------------------------------------------------------------- /TNSCUI2020/dataprocess/classifydata.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/TNSCUI2020/dataprocess/classifydata.csv -------------------------------------------------------------------------------- /TNSCUI2020/dataprocess/classifytestdata.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/TNSCUI2020/dataprocess/classifytestdata.csv -------------------------------------------------------------------------------- /TNSCUI2020/dataprocess/classifytraindata.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/TNSCUI2020/dataprocess/classifytraindata.csv -------------------------------------------------------------------------------- /TNSCUI2020/dataprocess/data2dprepare.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/TNSCUI2020/dataprocess/data2dprepare.py -------------------------------------------------------------------------------- /TNSCUI2020/dataprocess/segmeatationaugtraindata.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/TNSCUI2020/dataprocess/segmeatationaugtraindata.csv -------------------------------------------------------------------------------- /TNSCUI2020/dataprocess/segmeatationdata.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/TNSCUI2020/dataprocess/segmeatationdata.csv -------------------------------------------------------------------------------- /TNSCUI2020/dataprocess/segmentationtestdata.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/TNSCUI2020/dataprocess/segmentationtestdata.csv -------------------------------------------------------------------------------- /TNSCUI2020/dataprocess/segmentationtraindata.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/TNSCUI2020/dataprocess/segmentationtraindata.csv -------------------------------------------------------------------------------- /TNSCUI2020/dataprocess/subset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/TNSCUI2020/dataprocess/subset.py -------------------------------------------------------------------------------- /TNSCUI2020/dataprocess/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/TNSCUI2020/dataprocess/utils.py -------------------------------------------------------------------------------- /TNSCUI2020/resnet2d_predict.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/TNSCUI2020/resnet2d_predict.py -------------------------------------------------------------------------------- /TNSCUI2020/resnet2d_train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/TNSCUI2020/resnet2d_train.py -------------------------------------------------------------------------------- /TNSCUI2020/vnet2d_predict.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/TNSCUI2020/vnet2d_predict.py -------------------------------------------------------------------------------- /TNSCUI2020/vnet2d_train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/TNSCUI2020/vnet2d_train.py -------------------------------------------------------------------------------- /Vnet2d/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/Vnet2d/__init__.py -------------------------------------------------------------------------------- /Vnet2d/layer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/Vnet2d/layer.py -------------------------------------------------------------------------------- /Vnet2d/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/Vnet2d/util.py -------------------------------------------------------------------------------- /Vnet2d/vnet_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/Vnet2d/vnet_model.py -------------------------------------------------------------------------------- /Vnet2d/vnet_seg_classify_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/Vnet2d/vnet_seg_classify_model.py -------------------------------------------------------------------------------- /dataprocess/classifydata.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/dataprocess/classifydata.csv -------------------------------------------------------------------------------- /dataprocess/segandclassifydata.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/dataprocess/segandclassifydata.csv -------------------------------------------------------------------------------- /dataprocess/segmeatationdata.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/dataprocess/segmeatationdata.csv -------------------------------------------------------------------------------- /leadboard.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/leadboard.png -------------------------------------------------------------------------------- /loss.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/loss.PNG -------------------------------------------------------------------------------- /loss2.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/loss2.PNG -------------------------------------------------------------------------------- /resnet2d_inference.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/resnet2d_inference.py -------------------------------------------------------------------------------- /resnet2d_train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/resnet2d_train.py -------------------------------------------------------------------------------- /tnscui2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/tnscui2.png -------------------------------------------------------------------------------- /vnet2d_inference.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/vnet2d_inference.py -------------------------------------------------------------------------------- /vnet2d_seg_classify_inference.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/vnet2d_seg_classify_inference.py -------------------------------------------------------------------------------- /vnet2d_seg_classify_train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/vnet2d_seg_classify_train.py -------------------------------------------------------------------------------- /vnet2d_train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/vnet2d_train.py -------------------------------------------------------------------------------- /分割结果.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/TN-SCUI2020-Challenge/HEAD/分割结果.png --------------------------------------------------------------------------------