Grow Corn Poppy or Red Poppy from fresh Papaver rhoeas wildflower seeds. Papaver rhoeas, or “Red Poppy” will produce eye popping waves of paper like flowers in a bright, red color. The stems of Papaver plants are fitted with small little hairs growing horizontally off of the upright stem formation.