├── README.md ├── config_classifier.py ├── config_segmentation.py ├── datasets ├── __pycache__ │ ├── dataset_classifier.cpython-35.pyc │ ├── dataset_classifier.cpython-36.pyc │ └── dataset_segmentation.cpython-35.pyc ├── dataset_classifier.py └── dataset_segmentation.py ├── evaluate_classifier.py ├── evaluation_mean_ap.py ├── inference_segmentation.py ├── models ├── __pycache__ │ ├── resnet.cpython-35.pyc │ └── resnet.cpython-36.pyc ├── mask_net │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-35.pyc │ │ ├── __init__.cpython-36.pyc │ │ ├── _utils.cpython-35.pyc │ │ ├── _utils.cpython-36.pyc │ │ ├── backbone_utils.cpython-35.pyc │ │ ├── backbone_utils.cpython-36.pyc │ │ ├── covid_mask_net.cpython-35.pyc │ │ ├── covid_mask_net.cpython-36.pyc │ │ ├── faster_rcnn.cpython-35.pyc │ │ ├── faster_rcnn.cpython-36.pyc │ │ ├── generalized_rcnn.cpython-35.pyc │ │ ├── generalized_rcnn.cpython-36.pyc │ │ ├── image_list.cpython-35.pyc │ │ ├── image_list.cpython-36.pyc │ │ ├── roi_heads.cpython-35.pyc │ │ ├── roi_heads.cpython-36.pyc │ │ ├── roi_heads_segmentation.cpython-35.pyc │ │ ├── roi_heads_segmentation.cpython-36.pyc │ │ ├── rpn.cpython-35.pyc │ │ ├── rpn.cpython-36.pyc │ │ ├── rpn_segmentation.cpython-35.pyc │ │ ├── rpn_segmentation.cpython-36.pyc │ │ ├── transform.cpython-35.pyc │ │ ├── transform.cpython-36.pyc │ │ ├── utils.cpython-35.pyc │ │ └── utils.cpython-36.pyc │ ├── _utils.py │ ├── backbone_utils.py │ ├── covid_mask_net.py │ ├── faster_rcnn.py │ ├── generalized_rcnn.py │ ├── image_list.py │ ├── roi_heads.py │ ├── roi_heads_segmentation.py │ ├── rpn.py │ ├── rpn_segmentation.py │ ├── transform.py │ └── utils.py └── resnet.py ├── plots ├── 128_92_with_mask.png ├── 133_48_with_mask.png ├── Kent_231120.png ├── covid-ct-mask-net.png ├── covid_ct_mask_net_resnet18.png ├── maskrcnncovidsegment.png ├── resnet18.png ├── s_module_final.png └── segmentation_map_classification_score.png ├── presentations └── COVID_19_Presentation_Kent.pdf ├── 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