Dye Branch is a stream located in Coffee County, Tennessee. It appears on the Hollow Springs USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,135.69 feet (346.16 m) above sea level. The nearest populated place is Gnat Hill, approximately 1.4 miles to the WSW.