The fabric is bolted to the chairs.
Try and rip them off. Or turning the chairs upside down and undoing the bolts. Then you can use the old fabric as a pattern to reupholster the chairs, and you can even spray paint it with krylon or rustoleum spray paint! Hope that helps!
replacement nylon sliding inserts into metal chairs after loosening screws and removing old ones.