
With a decent scanner, you get a consistent head-on image of the label with little effort, and even if you don’t align the label so that it is oriented perfectly, you can always rotate the scan after you’ve captured it.
I have the feeling that he scanned the Edison Re-Creation label pictured below:

— MordEth