As far as safety, I cannot imagine why it wouldn't be. However, I wouldn't use RIT. If they are cotton I would definitely recommend DYLON (I have found it at Joann's Fabrics and some have said Walmart has it). It is much more permanent. RIT almost seems like temporary, to me.