Because image processing is a big chunk of my job and I was feeling devious, I decided to find out which celebrity looks most like Charles Manson. And the answer is: Charles Manson looks most like Charles Manson (the little box at the left is the match).

So the technology certainly worked well with a dead match, but I'm a little surprised he is in the database. Telling potential customers they look like Charles Manson isn't the greatest sales pitch. I've surmised I don't look like Charles Manson. With a beard, I matched Demi Moore. Thankfully my masculinity was rescued by a clean-shaven shot matching Oscar Niemeyer.
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