├── Data ├── CrackTree │ ├── convert_gray.py │ ├── convert_gt.py │ ├── make_fakevessel.py │ ├── make_list │ ├── make_list.py │ ├── resize.py │ ├── split │ │ ├── test_img.txt │ │ ├── train_background.txt │ │ ├── train_fakevessel.txt │ │ └── train_fakevessel_thinthick.txt │ └── work_vessel.eps ├── DRIVE │ ├── convert_gray.py │ ├── convert_gt.py │ ├── make_fakeretinal_vessel.py │ ├── make_list.py │ ├── split │ │ ├── test_img.txt │ │ ├── train_background.txt │ │ ├── train_fakevessel.txt │ │ └── train_fakevessel_only.txt │ └── work_vessel.eps ├── STARE │ ├── make_list.py │ └── split │ │ ├── test_img.txt │ │ ├── train_background.txt │ │ └── train_fakevessel.txt └── XCAD │ ├── README.md │ ├── conver_gray.py │ ├── convert_gt.py │ ├── make_fakevessel.py │ ├── make_list.py │ ├── split │ ├── test_img.txt │ ├── train_backvessel.txt │ ├── train_fakevessel.txt │ ├── train_fingleback.txt │ └── train_singlefakevessel.txt │ ├── train │ ├── FDA_test.py │ ├── LIOT_test.py │ └── trans_gray.py │ └── work_vessel.eps ├── Datasetloader ├── Cracktree.py ├── DRIVE_LIOT.py ├── STARE_LIOT.py ├── XCAD_liot.py ├── __pycache__ │ ├── Cracktree.cpython-36.pyc │ ├── Cracktree.cpython-38.pyc │ ├── DRIVE.cpython-36.pyc │ ├── DRIVE.cpython-38.pyc │ ├── DRIVE_LIOT.cpython-36.pyc │ ├── DRIVE_LIOT.cpython-38.pyc │ ├── STARE_LIOT.cpython-36.pyc │ ├── STARE_LIOT.cpython-38.pyc │ ├── STARE_mixFDALIOT.cpython-36.pyc │ ├── STARE_mixFDALIOT.cpython-38.pyc │ ├── XCAD.cpython-36.pyc │ ├── XCAD.cpython-37.pyc │ ├── XCAD.cpython-38.pyc │ ├── XCAD_liot.cpython-36.pyc │ ├── XCAD_liot.cpython-38.pyc │ ├── XCAD_liotshow.cpython-36.pyc │ ├── XCAD_liotshow.cpython-38.pyc │ ├── XCAD_noise.cpython-36.pyc │ ├── XCAD_noise.cpython-38.pyc │ ├── XCAD_tranMatrixx.cpython-36.pyc │ ├── XCAD_tranMatrixx.cpython-38.pyc │ ├── XCAD_update.cpython-36.pyc │ ├── XCAD_update.cpython-38.pyc │ ├── dataset.cpython-36.pyc │ ├── dataset.cpython-37.pyc │ ├── dataset.cpython-38.pyc │ ├── elastic_transform.cpython-36.pyc │ ├── elastic_transform.cpython-38.pyc │ ├── torch_LIOT.cpython-36.pyc │ └── torch_LIOT.cpython-38.pyc ├── dataset.py ├── elastic_distort.py ├── elastic_transform.py └── torch_LIOT.py ├── FDA ├── FDA_demo.py ├── FDA_retinal.py ├── __init__.py └── filter_dataset.py ├── FDA_RGB ├── FDA_demo.py ├── FDA_retinal.py ├── __init__.py ├── filter_dataset.py └── make_fake_vessel_anagle.py ├── LIOT.py ├── README.md ├── __pycache__ ├── config.cpython-36.pyc ├── config.cpython-37.pyc ├── config.cpython-38.pyc ├── dataloader.cpython-36.pyc ├── dataloader.cpython-37.pyc ├── dataloader.cpython-38.pyc ├── network.cpython-36.pyc ├── network.cpython-37.pyc └── network.cpython-38.pyc ├── base_model ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-36.pyc │ ├── __init__.cpython-37.pyc │ ├── __init__.cpython-38.pyc │ ├── contrastive_head.cpython-36.pyc │ ├── contrastive_head.cpython-37.pyc │ ├── contrastive_head.cpython-38.pyc │ ├── contrastive_utils.cpython-38.pyc │ ├── discriminator.cpython-36.pyc │ ├── discriminator.cpython-38.pyc │ ├── feature_memory.cpython-36.pyc │ ├── feature_memory.cpython-38.pyc │ ├── iternet.cpython-36.pyc │ ├── iternet.cpython-38.pyc │ ├── modules.cpython-36.pyc │ ├── modules.cpython-37.pyc │ ├── modules.cpython-38.pyc │ ├── resnet.cpython-36.pyc │ ├── resnet.cpython-37.pyc │ ├── resnet.cpython-38.pyc │ ├── unet.cpython-36.pyc │ ├── unet.cpython-37.pyc │ ├── unet.cpython-38.pyc │ ├── xception.cpython-36.pyc │ ├── xception.cpython-37.pyc │ └── xception.cpython-38.pyc ├── contrastive_head.py ├── contrastive_utils.py ├── discriminator.py ├── feature_memory.py ├── hrnet.py ├── iternet.py ├── modules.py ├── resnet.py └── unet.py ├── common ├── __pycache__ │ ├── logger.cpython-36.pyc │ ├── logger.cpython-37.pyc │ └── logger.cpython-38.pyc └── logger.py ├── config.py ├── dataloader.py ├── engine ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-36.pyc │ ├── __init__.cpython-37.pyc │ ├── __init__.cpython-38.pyc │ ├── engine.cpython-37.pyc │ ├── logger.cpython-36.pyc │ ├── logger.cpython-37.pyc │ ├── logger.cpython-38.pyc │ ├── lr_policy.cpython-36.pyc │ ├── lr_policy.cpython-37.pyc │ ├── lr_policy.cpython-38.pyc │ └── version.cpython-37.pyc ├── engine.py ├── evaluator.py ├── logger.py ├── lr_policy.py └── version.py ├── eval.py ├── network.py ├── seg_opr ├── __init__.py ├── __pycache__ │ ├── conv_2_5d.cpython-36.pyc │ ├── conv_2_5d.cpython-37.pyc │ ├── conv_2_5d.cpython-38.pyc │ ├── loss_opr.cpython-37.pyc │ └── seg_oprs.cpython-36.pyc ├── conv_2_5d.py ├── geo_utils.py ├── loss_opr.py ├── metric.py ├── parallel │ └── parallel_apply.py ├── rmi_loss.py ├── seg_oprs.py ├── sgd.py └── sync_bn │ ├── __init__.py │ ├── __pycache__ │ ├── __init__.cpython-37.pyc │ ├── functions.cpython-37.pyc │ └── syncbn.cpython-37.pyc │ ├── comm.py │ ├── functions.py │ ├── parallel.py │ ├── parallel_apply.py │ ├── src │ ├── __init__.py │ ├── __pycache__ │ │ └── __init__.cpython-37.pyc │ ├── cpu │ │ ├── __init__.py │ │ ├── build.ninja │ │ ├── operator.cpp │ │ ├── operator.h │ │ ├── operator.o │ │ ├── setup.py │ │ ├── syncbn_cpu.cpp │ │ ├── syncbn_cpu.o │ │ └── syncbn_cpu.so │ └── gpu │ │ ├── __init__.py │ │ ├── build.ninja │ │ ├── common.h │ │ ├── device_tensor.h │ │ ├── lock │ │ ├── operator.cpp │ │ ├── operator.h │ │ ├── operator.o │ │ ├── setup.py │ │ ├── syncbn_kernel.cu │ │ └── syncbn_kernel.cuda.o │ └── syncbn.py ├── test_DA_thresh.py ├── train_DA_contrast_liot_DRIVE_finalversion.py ├── train_DA_contrast_liot_finalversion.py └── utils ├── FDA.py ├── LIOT_torch.py ├── __init__.py ├── __pycache__ ├── FDA.cpython-36.pyc ├── FDA.cpython-37.pyc ├── FDA.cpython-38.pyc ├── LIOT_torch.cpython-36.pyc ├── LIOT_torch.cpython-37.pyc ├── LIOT_torch.cpython-38.pyc ├── __init__.cpython-36.pyc ├── __init__.cpython-37.pyc ├── __init__.cpython-38.pyc ├── contrastive_utils.cpython-36.pyc ├── contrastive_utils.cpython-38.pyc ├── data_disturb.cpython-36.pyc ├── data_disturb.cpython-38.pyc ├── evaluation_metric.cpython-36.pyc ├── 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