Explore details about location Autumn Hill Drive. Autumn Hill Drive is a location situated within the Tuscaloosa County alongside other areas such as Old Watermelon Road, Brookwood, Lake View. Additionally, some smaller parts of Autumn Hill Drive include specific areas like 18th Street East adding to the diversity of its landscape.