├── 1.png ├── 2.png ├── 3.png ├── 4.png ├── 5.png ├── INSTANCE2022.png ├── Instance_inference.py ├── Instance_train.py ├── README.md ├── Unet_train_accuracy_valdation_accuracyplot.png ├── Unet_train_loss_valdation_lossplot.png ├── Vnet_train_accuracy_valdation_accuracyplot.png ├── Vnet_train_loss_valdation_lossplot.png ├── dataprocess ├── Augmain.py ├── Augmentation │ ├── ImageAugmentation.py │ ├── __init__.py │ └── images_masks_3dtransform.py ├── Instancedata3dpreparewithSize.py ├── data │ ├── trainaugdata.csv │ ├── traindata.csv │ └── validata.csv ├── dataAnaly.py └── utils.py ├── leadboard.png ├── log ├── instance │ └── dice │ │ ├── Unet │ │ ├── BinaryUNet3d.pth │ │ ├── events.out.tfevents.1658760956.DESKTOP-O2BMFFT.37068.0 │ │ ├── train_accuracy_valdation_accuracyplot.png │ │ └── train_loss_valdation_lossplot.png │ │ └── Vnet │ │ ├── events.out.tfevents.1658921575.DESKTOP-O2BMFFT.37068.1 │ │ ├── train_accuracy_valdation_accuracyplot.png │ │ └── train_loss_valdation_lossplot.png └── predict.7z ├── model ├── __init__.py ├── dataset.py ├── losses.py ├── lossesSSIM.py ├── lovasz.py ├── metric.py ├── modelResNet.py ├── modelUnet.py ├── modelVNet.py └── visualization.py ├── networks ├── KiUnet3d.py ├── ResNet2d.py ├── ResNet3d.py ├── ResUnet3d.py ├── UNeXt2d.py ├── Unet2d.py ├── Unet3d.py ├── Unet3dthin.py ├── VNet2d.py ├── VNet3d.py └── __init__.py └── test_metric.png /1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/INSTANCE2022-INtracranial-hemorrhage-SegmenTAtioN-ChallengE/HEAD/1.png -------------------------------------------------------------------------------- /2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/junqiangchen/INSTANCE2022-INtracranial-hemorrhage-SegmenTAtioN-ChallengE/HEAD/2.png -------------------------------------------------------------------------------- /3.png: 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