Yeah, instantly recognisable.
I say kudos to Valve for trying this: probably half of the mappers of the world have attempted or thought of setting their map in Venice, the alleyways and coloured houses are so attractive.
But everyone has given up because of water and such open areas that bottleneck to a tip of a needle.