Predicting presence of COVID19 or pneumonia in x-ray images of lungs with Convolutional Neural Networks (CNNs).
Link to code on Google Collab can be found here:
https://colab.research.google.com/drive/1JNUB4SWw_eMWBziBTeHIRb_9Wq2kUYcA?usp=sharing
Code uses transfer learning and the VGG16 CNN to predict whether an x-ray of lungs have pneumonia or COVID-19. More information on the VGG16 network can be found here:
https://towardsdatascience.com/step-by-step-vgg16-implementation-in-keras-for-beginners-a833c686ae6c
Code should output confusion tables and accuracy scores (precision, recall, F1-score) for each variation of the CNN that was built.