You should be able to buy a needle sizing card at your local craft shop or knitting store. It has holes of various sizes, and the hole sizes can help you determine the needle sizes. What I don't know is whether you can mark the needle size on the needle, so that you don't need to check them on the card each time.
Enjoy your circular needles! I use them exclusively!