Classification and Comparison of Covid-19 Patients

ABSTRACT

Coronavirus is a common virus that shows symptoms of infections in nose, chest pain, sinuses, or throat. Most Sars - coronaviruses are harmless. After the 2019 outbreak in the penultimate month in China, the World Health Organization (WHO) identified SARS-CoV-2 as the latest coronavirus spreading all over the world. The disease is spreading rapidly around the world and affecting millions of people physically and mentally as well. In this paper a comparison of 8 pre-trained Machine Learning models predominately different versions of ResNet is done and compared. The used models for comparisons are InceptionV3, EfficientNet, VGG16, ResNet50, ResNet50v2, ResNetlOl, ResNetl01v2, ResNetl52. Finally, it will be deduced which model is best suited for the given dataset of Covid-19. © 2021 IEEE.