I need to re-paint my front brake calipers (which are stock red ones on a Golf GTI Mk6) because they're pretty scuffed and have a few chips

Does anyone have an opinion as to whether to re-paint without removing them (ie. masking etc to avoid overspray) and removing them entirely to...