It would seem that the depth would be based off of your extrusion depth, and at a few mm might not be deep enough for some purposes, but plenty deep for others... Unless the final result is merely alpha-channel imagery, which would have no depth at all? What I got from the tutorial, this is an actual poly mesh, and not alpha-channeling?