Old Mill Spring is a spring located in Floyd County, Georgia. It appears on the Cedartown West USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 669.24 feet (203.98 m) above sea level. The nearest populated place is Cave Spring, approximately 1.0 miles to the N.