how can i judge relief on my fretless neck

I am having a bit of a problem setting up my fretless. On a fretted bass i just use a straight edge like a ruler to judge the relief. But, on a fretless it's a little hard to do this. i've just been eyeballing it lately, but i would like to know how others go about this task.