Sweetwater Creek State Park - 1750 Mt Vernon Rd, Lithia Springs, GA 30122 (770) 732-5871 

The ruins are about half a mile down the trail marked in red. 

Lithia Springs really doesn't have any impressive landmarks that I could find. No town square or important architecture. This park and these ruins were used in the movie Killing Season.