Deep Creek is a former unincorporated town of the former Norfolk County (extinct) which since 1963 has been located in the independent city of Chesapeake in the South Hampton Roads region of southeastern Virginia. Deep Creek is located on the original route of U.S. Highway 17, also known as the Ocean Highway, and has been largely bypassed by modern highway improvements.