├── DRIVE_Evalution.py ├── HRF_Evalution.py ├── Preprocessing ├── IlluminationCorrection.py ├── ImageResize.py ├── __init__.py ├── __pycache__ │ ├── IlluminationCorrection.cpython-36.pyc │ ├── ImageResize.cpython-36.pyc │ ├── __init__.cpython-36.pyc │ ├── autoaugment.cpython-36.pyc │ └── genFakeSample.cpython-36.pyc ├── autoaugment.py ├── calculate_shuffle_rate.py ├── genFakeSample.py ├── generate_centerness_map_AV_DRIVE.py ├── generate_centerness_map_HRF.py └── generate_shuffled_data.py ├── README.md ├── Segmentation ├── GaborFiltering.py ├── GaborKernel.py ├── GetLineMask.py ├── HysteresisThresholding.py ├── LineDetector.py ├── Standardize.py ├── TwoScalesGabor.py ├── VesselSegmentation.py ├── __init__.py └── __pycache__ │ ├── GaborFiltering.cpython-36.pyc │ ├── GaborKernel.cpython-36.pyc │ ├── GetLineMask.cpython-36.pyc │ ├── HysteresisThresholding.cpython-36.pyc │ ├── LineDetector.cpython-36.pyc │ ├── TwoScalesGabor.cpython-36.pyc │ └── __init__.cpython-36.pyc ├── Tools ├── AVclassifiationMetrics.py ├── BGR2RGB.py ├── BinaryPostProcessing.py ├── DiskParameters_DRIVE_Test.xls ├── DiskParameters_DRIVE_Train.xls ├── DiskParameters_INSPIRE_resize.xls ├── FakePad.py ├── Float2Uint.py ├── HRF_DiscParameter.csv ├── HRF_DiscParameter.xls ├── Hemelings_eval.py ├── Hemelings_eval.pyc ├── Im2Double.py ├── ImageResize.py ├── Remove_small_holes.py ├── Standardize.py ├── __init__.py ├── __pycache__ │ ├── AVclassifiationMetrics.cpython-36.pyc │ ├── BGR2RGB.cpython-36.pyc │ ├── BinaryPostProcessing.cpython-36.pyc │ ├── FakePad.cpython-36.pyc │ ├── FakePad.cpython-37.pyc │ ├── FakePad.cpython-38.pyc │ ├── Float2Uint.cpython-36.pyc │ ├── Hemelings_eval.cpython-36.pyc │ ├── Im2Double.cpython-36.pyc │ ├── ImageResize.cpython-36.pyc │ ├── ImageResize.cpython-37.pyc │ ├── ImageResize.cpython-38.pyc │ ├── Remove_small_holes.cpython-36.pyc │ ├── SoftDice.cpython-36.pyc │ ├── Standardize.cpython-36.pyc │ ├── __init__.cpython-36.pyc │ ├── __init__.cpython-37.pyc │ ├── __init__.cpython-38.pyc │ ├── centerline_evaluation.cpython-36.pyc │ ├── data_augmentation.cpython-36.pyc │ └── utils.cpython-36.pyc ├── centerline_evaluation.py ├── data_augmentation.py └── utils.py ├── VesselSegProbMap ├── VesselSegmentation_ProbMap.py └── __pycache__ │ └── VesselSegmentation_ProbMap.cpython-36.pyc ├── config ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-36.pyc │ ├── config_bsl.cpython-36.pyc │ ├── config_centerness.cpython-36.pyc │ ├── config_centerness_hrf.cpython-36.pyc │ ├── config_cm.cpython-36.pyc │ ├── config_iterative.cpython-36.pyc │ ├── config_iterative_rankgan.cpython-36.pyc │ ├── config_origin.cpython-36.pyc │ ├── config_ranker.cpython-36.pyc │ ├── config_ranker_0.25_pred_GT_multilabel.cpython-36.pyc │ ├── config_ranker_multilabel_conditional.cpython-36.pyc │ ├── config_ranker_multilabel_single.cpython-36.pyc │ ├── config_test.cpython-36.pyc │ ├── config_test_AV_DRIVE.cpython-36.pyc │ ├── config_test_HRF.cpython-36.pyc │ ├── config_test_bsl.cpython-36.pyc │ ├── config_test_centerness.cpython-36.pyc │ ├── config_test_centerness_AFIO.cpython-36.pyc │ ├── config_test_centerness_hrf.cpython-36.pyc │ ├── config_test_iterative.cpython-36.pyc │ ├── config_test_rankGAN.cpython-36.pyc │ ├── config_train_AV_DRIVE.cpython-36.pyc │ ├── config_train_HRF.cpython-36.pyc │ ├── config_train_baseline.cpython-36.pyc │ ├── config_trganv1_hrf.cpython-36.pyc │ ├── config_triplet_ranker.cpython-36.pyc │ ├── default.cpython-36.pyc │ └── ranker.cpython-36.pyc ├── config_test_AV_DRIVE.py ├── config_test_HRF.py ├── config_train_AV_DRIVE.py └── config_train_HRF.py ├── figs ├── .DS_Store └── architecture.png ├── launch ├── preprocess_data.sh ├── test_AV_DRIVE.sh ├── test_HRF.sh ├── test_INSPIRE.sh ├── train_AV_DRIVE.sh └── train_HRF.sh ├── lib ├── IlluminationCorrection.py ├── Utils.py ├── __init__.py ├── __pycache__ │ ├── Utils.cpython-36.pyc │ ├── Utils.cpython-37.pyc │ ├── Utils.cpython-38.pyc │ ├── __init__.cpython-36.pyc │ ├── __init__.cpython-37.pyc │ └── __init__.cpython-38.pyc ├── extract_patches.py ├── help_functions.py └── pre_processing.py ├── lib2 ├── __pycache__ │ ├── extract_patches2.cpython-36.pyc │ ├── help_functions2.cpython-36.pyc │ └── pre_processing2.cpython-36.pyc ├── extract_patches2.py ├── help_functions2.py └── pre_processing2.py ├── loss.py ├── main.py ├── models ├── __init__.py ├── __pycache__ │ ├── ResUnet_small.cpython-36.pyc │ ├── __init__.cpython-36.pyc │ ├── __init__.cpython-37.pyc │ ├── __init__.cpython-38.pyc │ ├── encoding.cpython-36.pyc │ ├── encoding.cpython-37.pyc │ ├── encoding.cpython-38.pyc │ ├── functions.cpython-36.pyc │ ├── layers.cpython-36.pyc │ ├── layers.cpython-37.pyc │ ├── layers.cpython-38.pyc │ ├── network.cpython-36.pyc │ ├── network.cpython-37.pyc │ ├── network.cpython-38.pyc │ ├── network2.cpython-36.pyc │ ├── network3.cpython-36.pyc │ ├── network4.cpython-36.pyc │ ├── network4.cpython-37.pyc │ ├── network4.cpython-38.pyc │ ├── network_feature.cpython-36.pyc │ ├── networks_gan.cpython-36.pyc │ ├── normalization.cpython-36.pyc │ ├── normalization.cpython-37.pyc │ ├── normalization.cpython-38.pyc │ ├── resnet.cpython-36.pyc │ ├── resnet.cpython-37.pyc │ ├── resnet.cpython-38.pyc │ ├── tr_gan.cpython-36.pyc │ ├── tw_gan.cpython-36.pyc │ ├── unet_parts.cpython-36.pyc │ ├── unet_parts.cpython-37.pyc │ └── unet_parts.cpython-38.pyc ├── data_transformers.py ├── encoding.py ├── functions.py ├── layers.py ├── network.py ├── network_for_test.py ├── networks_gan.py ├── resnet.py ├── transforms.py ├── tw_gan.py └── unet_parts.py ├── opt.py ├── requirements.txt ├── test_av_drive.py ├── test_hrf.py └── test_inspire.py /DRIVE_Evalution.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/o0t1ng0o/TW-GAN/HEAD/DRIVE_Evalution.py -------------------------------------------------------------------------------- /HRF_Evalution.py: 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