There's probably a 30 or 35mph speed restriction as well. If you are riding a scoot going faster than that and get stopped . . . well, the cops won't care if your scooter WAS a 50cc scooter.
It'll probably be cheaper to get your motorcycle license and tags for the scooter after upgrading then paying the fine for having an unlicensed motorcycle anyway.