I was there not too long ago. Atlanta is not a great city for gear chopping as there are a handful of specialist guitar stores, spread out wide. my suggestion is to hit Guitar Centre as they carry the biggest range of products. they are located off the highway and you will need to grab a cab.
here is the address -
1485 Northeast Expressway
Atlanta, GA 30329
(404) 320-7253