The reports coming out of Wuhan say that all of the gas stations have been shut down. Also there have been many road closures.
That may be why you are seeing no cars on the road.
I just saw some news item that said before the quarantine in Wuhan had been put in place, an estimated 5 million people fled the city! That would cut down on traffic too!