├── .gitignore ├── COVIDTestImages ├── 1.CXRCTThoraximagesofCOVID-19fromSingapore.pdf-000-fig1a.png ├── 1.CXRCTThoraximagesofCOVID-19fromSingapore.pdf-000-fig1b.png ├── 1.CXRCTThoraximagesofCOVID-19fromSingapore.pdf-001-fig2a.png ├── 1.CXRCTThoraximagesofCOVID-19fromSingapore.pdf-001-fig2b.png ├── 1.CXRCTThoraximagesofCOVID-19fromSingapore.pdf-002-fig3a.png ├── 1.CXRCTThoraximagesofCOVID-19fromSingapore.pdf-002-fig3b (1).png ├── 1.CXRCTThoraximagesofCOVID-19fromSingapore.pdf-002-fig3b.png ├── 1.CXRCTThoraximagesofCOVID-19fromSingapore.pdf-003-fig4a.png ├── 1.CXRCTThoraximagesofCOVID-19fromSingapore.pdf-003-fig4b.png ├── 2-chest-filmc.jpg ├── 4-x-day1.jpg ├── 4-x-day13.jpg ├── 4-x-day4.jpg ├── 4-x-day8.jpg ├── 67d668e570c242404ba82c7cbe2ca8f2-0015-0.jpg ├── 67d668e570c242404ba82c7cbe2ca8f2-05be-0.jpg ├── 88de9d8c39e946abd495b37cd07d89e5-2ee6-0.jpg └── 88de9d8c39e946abd495b37cd07d89e5-6531-0.jpg ├── OpacityDetector ├── COVID-Resnet.zip ├── GradientVisualiser.py ├── OpacityClassifier.ipynb ├── OpacityDetector.h5 └── Predict.py ├── README.md ├── images ├── Model.png ├── TrainingGraph.png └── Visualisations.png ├── inference-sdk ├── Dockerfile ├── OpacityDetector.h5 ├── README.md ├── __pycache__ │ └── gateway.cpython-37.pyc ├── docker-compose.yml ├── gateway.py ├── inference-test-tool │ ├── Dockerfile │ ├── Sample │ │ ├── 0.dcm │ │ ├── 1.dcm │ │ └── 2.dcm │ ├── __pycache__ │ │ ├── test_inference_mask.cpython-37.pyc │ │ └── utils.cpython-37.pyc │ ├── requirements.txt │ ├── run.py │ ├── send-inference-request.sh │ ├── test_inference_mask.py │ └── utils.py ├── logging.yaml ├── mock_server.py ├── requirements.txt ├── tests │ ├── __init__.py │ └── test_tagged_logger.py └── utils │ ├── __init__.py │ ├── __pycache__ │ ├── __init__.cpython-37.pyc │ ├── image_conversion.cpython-37.pyc │ ├── request_auditor.cpython-37.pyc │ └── tagged_logger.cpython-37.pyc │ ├── image_conversion.py │ ├── request_auditor.py │ └── tagged_logger.py └── requirements.txt 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