This is Cardinal Flower (Lobelia Cardinalis). This native plant grows in mesic soil (soil that is well-drained, but contains moisture most of the time). As a result Cardinal Flower is most often found near wetland areas. In my landscape it grows alongside the pond next to Blue Lobelia (Lobelia Siphilitica). The intense red flowers of Cardinal Flower really make the plant stand out in the garden.