Detection of Pneumonia and Covid-19 using Deep Learning

Abstract: Coronavirus disease is an infectious disease caused by SARS-CoV-2 virus it can spread through touch or by sneezing in front of someone and leads to death of an individual and Pneumonia is caused by virus, bacteria and fungi Pneumonia is an infection that inflames the air sacs in one or both lungs. To detect these two we proposed a model it will detect the kind of disease whether the person is normal or he is suffering from viral pneumonia or bacterial pneumonia or Covid-19 by collecting X-ray copy of the Patient.

Keywords: Covid-19 Detection, Pneumonia Detection, vgg16, Convolution Neural Network, Deep Learning.