We are actually looking to vacation in Atlanta this Spring, and I came across some interesting places to stay in Atlanta
http://www.eatsleepgo.com/GA.html
We were looking for some places that have some Southern flavor. It seems that the Georgian Terrace might be interesting.
But the key was the interesting restaurants recommended. H&H Restaurant. We'll see how it goes.