Correct, but it also doesn't mean you did it, either: and that's why I stated 'innocent of the charges levied'... i.e., 'innocent'. That's very important to hang onto, particularly if you are indeed innocent of the crime.
But being found innocent would mean you did NOT do the crime ;-)
See the difference? Not guilty is in the middle of Guilty and Innocent.