What is the Georgia Blueberry Festival? The Georgia Blueberry Festival is a locally organized festival. Its goal is to honor and recognize the importance of the blueberry crop to Alma and Bacon County and to thank those who are involved in the production of the blueberries. The Festival provides entertainment, activities, and food to local residents and visitors.