It does not look like a pure shoal bass, at least by looking at the picture provided by the OP. It looks like a hybrid black bass which is common around Atlanta. I have caught shoal bass, Chattahoochee bass, Bartram's bass and many other black bass species in Georgia along with other black bass species in other states.