What kind of caterpillar is a light purple caterpillar with a pink stripe down its back?

I live in the south east region of the united states. This is the second purple caterpillar i have found all summer. I want to know what kind it is. I have been amazed at nature but never like this before. PLEASE HELP ME!?!?!?