Officers were dispatched to Motel 6 on Morland Drive regarding two unresponsive people.
The men, ages 41 and 50, were pronounced dead at the scene. Their identities have not been released.
The preliminary investigation indicates no obvious signs that either man died of foul play, police said.
The North Carolina State Medical Examiner’s Office is assisting in determining the cause of death.