Just try. Being rejected is better than having never tried at all. Although you're probably fine, don't cut it short - I lucked out and applied in May of my senior year (the same month I graduated). I went there that fall.
What is your SAT/ACT score? The trick is to just put yourself out and hope for the best. You never know until you try.