Deep Cove is a bay located in Knox County, Maine. It appears on the Rockland USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately -6.89 feet (-2.10 m) above sea level. The nearest populated place is Owls Head, approximately 0.8 miles to the SSW.