 The detection of coronavirus, COVID-19, is now a critical task for the medical practitioner. Coronavirus spreads so quickly between people and approaches 100,000 people worldwide. In this consequence, it is very much essential to identify the infected people so that prevention of spread can be taken. The SVM produced the best results using the deep feature of Resnit 50 plus SVM. This article was authored by Prabhira Kumar Sethi, Santi Kumari Behra, Rajyungna Kumar Ratha and others.