ga rooster laws

We are looking at relocating and, unfortunately, one of our silkie hens turned out to be a silkie rooster and we don't want to rehome him. Does anyone live or know of any counties in Georgia that allow roosters? Assuming we would live on at least 2 acres and it would not be zoned Agriculture...