To peel or not to peel boils down to the safety and quality of the produce. Healthy Canning recommends washing, peeling, and rewashing your fruits and veggies before canning, since washing them once with the skins on doesn't necessarily remove every trace of dirt and bacteria, but some canners have other opinions.