There is a Navy proving ground in Aberdeen, MD. Probably testing out of there.
Folks,
Locally, this is reported as a Coast Guard drone. It crashed at Nanticoke, on the eastern shore. That’s the south-east part of Maryland, east of the Chesapeake bay. I don’t know what Coast Guard facility it would have been flying out of.
Aberdeen Proving Ground is Army base, located close to I-95 and bridge over Susquehanna River (northern end of the Chesapeake Bay, on western side of the Bay.