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COVID-19 in keras This repo is inspired by lindawangg/COVID-Net. Since the code for model building is not open. I implement the model in Keras(tf2->keras).

All details of model can be found in paper for lindawangg/COVID-Net.

Notice: This is not 100% implement of model in paper. The conv1x1 part is omitted, only the main line with input-> PEPXx.x -> output left. 2020/4/2: Code for model-building has updated.

I trained this model in 100 epoch with result of 100% accuracy and recall in training set, but ~65% in test set. It is overfited obviously.

cm_train

cn_test

If better perfermance need, please modify the model or take some trick for training.

readme.md in lindawangg/COVID-Net when I forked this repo is there.