Not technically but if you had 1000 naked northern and southern Italians in a room you could probably achieve an 85+% success rate in segmenting them into their respective class. Northern Italians generally look much more like Germans or Swiss - on average taller, lighter skin, lighter eye color, whereas southern Italians are much swarthier and slightly shorter, coming from many years of arab, greek, and north african control.