Panther Creek is a stream located in Troup County, Georgia. It appears on the Cannonville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 656.21 feet (200.01 m) above sea level. The nearest populated place is Federal Hills, approximately 0.5 miles to the SSW.