Yes, people are testing positive who have mild or no symptoms. This is referred to asymptomatic.
A person that is not showing symptoms but has COVID-19 can still spread the disease without knowing it. This is why wearing face coverings and socially distancing are important tools in keeping us healthy and preventing the spread of COVID-19.
Find more recommendations on our COVID-19 Guidance page.