Petunias are a type of flowering plant that can be grown in many gardens and landscapes. If petunias are eaten by deer, they may or may not grow back depending on the extent of the damage. If the deer only eat the leaves and stems, the petunias may recover and grow back. However, if the deer eat the entire plant, including the roots, it is unlikely that the petunias will grow back.