Explore details about location Cardinal Drive. Cardinal Drive is a location situated within the Pinellas County alongside other areas such as Ridge Road, Walsingham Road, Hillview Drive North. Additionally, some smaller parts of Cardinal Drive include specific areas like Sunset Point Road adding to the diversity of its landscape.