Flats Branch is a stream located in Nelson County, Kentucky. It appears on the Howardstown USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 500.87 feet (152.67 m) above sea level. The nearest populated place is Stiles, approximately 1.5 miles to the ESE.