It would depend on how much the chair will be used...You may want to use home dec. weight fabrics and heavier thread. I have done a bit of upholstery work. That chair should be fairly easy to do. If you use black and white, think about using a colored piping to set it off...like red or whatever fits in your color scheme... :D