deadskull7 / one-stop-for-covid-19-infection-and-lung-segmentation-plus-classification Goto Github PK

✋🏼🛑 This one stop project is a complete COVID-19 detection package comprising of 3 tasks: • Task 1 --> COVID-19 Classification • Task 2 --> COVID-19 Infection Segmentation • Task 3 --> Lung Segmentation

License: MIT License

Jupyter Notebook 99.51% Python 0.49%

covid-19 machine-learning deep-neural-networks segmentation classification image-processing computer-vision convolutional-neural-networks unet-image-segmentation threshold

one-stop-for-covid-19-infection-and-lung-segmentation-plus-classification's Issues

BinaryClassification Function

Hi Rohit,

Thank you for your great work, I'm a beginner to python, in "task2_covid19_classifcation.py", the BinaryClassification was used but not defined before. Can you please explain this?

Best Regards

bc1 = BinaryClassification(y_valid, predictions, labels=["Class 0", "Class 1"], threshold = 0.50)

Running on Colab causes memory error

Please run your notebooks again once and check for discrepanices

unetpp dataset not find?

Hi~ I have tried your notebook in this repo. When downloading the datasets, I got a http 404 error in kaggle datasets download -d deadskull7/unetpp.

It seems the dataset have been removed or made private, how can I find it?