Removing the label will be quite easy with a pocket knife or even just your fingernail. Depending on what kind of label was used and how long it has been on the chip, there could be some adhesive residue left behind, which can be a bit of a pain to clean up. If the original label happens to be under the custom label (not sure if there is enough recess for this) then both should come off quite cleanly.