Highlights • COVID-19 is transmitted from asymptomatic individuals to susceptible individuals. • COVID-19 is transmitted from symptomatic individuals to susceptible individuals. • Since R0=1.6 is greater than 1, the COVID-19 will spread exponentially. • If COVID-19 is not controlled, it is estimated that about 20 million people will become infected in the next three years.