Peppermint (Mentha Piperita) - Peppermint seeds are easy to grow and the mature herb plant is pretty easy to identify by its dark green to purplish leaves. This herb typically grows around 24 inches tall or more, and consists of purplish, square stems and oblong purplish leaves with pointed tips, distinct veins, and toothed edges.