The Atlanta Ice Cream Festival is a sweet treat for the whole family Held annually in Atlanta, Georgia, this beloved event celebrates all things ice cream with a fun-filled day of activities and events. Upon arrival, festival-goers are greeted by a variety of local and national ice cream vendors offering unlimited samples of their unique and delicious flavors.