Oktoberfest has started, and the streets of Germany are once again flowing with beer, more beer and beautiful women clad in low-cut dirndls (most of whom are drinking beer). Good times all around, but for those of us who can’t be there to partake in the revelry, here’s a gallery of some of the festival’s more notable female highlights so far.