Visit the beautiful walking trail in Deep Cove. Deep Cove used to be a winter home for the people of Anchor Point over 60 years ago. Deep Cove is located 2km from Anchor Point on the Great Northern Peninsula. Image Upload: Location, Place , Whereabouts: Deep Cove