Laws and specific statutes vary from state to state, however without a specific statute, the common law is that if what is being "peeped" is in plain sight from a public area, it's not illegal. It may be rude, it may be insulting, but if you can see it from a public spot, it's not illegal, since the alleged victim has no "reasonable expectation of privacy" if they leave themselves exposed to public observation.