Deep Cove Branch is a stream located in Union County, Georgia. It appears on the Mulky Gap USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,303.15 feet (702.00 m) above sea level. The nearest populated place is Baxter, approximately 1.7 miles to the SW.