Computer Says NO...

I ran the over-used face recognition thing on Perla Meneses, the girl touted as a Shakira look-alike by American Idol commentators. See for yourself...

She is pretty, and she had the Shakira hair for her audition. She and Shakira do not have very similar facial features. I have not been able to find any Hip Recognition Programs. I will still have to rely on my human brain for that