I think I remember seeing these taxi cars in anime and documentaries. Those rearview mirrors near the front look kind of odd, hence the car design stays fresh in my memory. ^^
The Crown seems to be a pretty darn ubiquitous as a taxi, I think I never saw any other cars in the standard car type during my trips. So seeing it should not be too uncommon, I'd wager.