The hickory horned devil (Citheronia regalis) is the largest caterpillar species in North America, and quite possibly the world. They can grow up to 6 inches in length. Their spines are a deterrent to predators but do not sting. (x x x x)
The hickory horned devil is the larval stage of the regal moth, seen below: