I got Elisha Cuthbert (I guess hair color doesn't matter?), Courtney Cox, Liv Tyler. I'm going to try a different pic.....
4 pictures, 37 different celebrities: Picture #1: Hrithik Roshan 69%, Shirley MacLaine 62%, Ewan McGregor 61% Picture #2: Charlie Sheen 66%, Brandon Lee 58%, David Beckham 57% Picture #3: Christopher Reeve 64%, Scarlett Johansson 58%, Susan Sontag 50% Picture #4: Sharon Stone 71%, Hrithik Roshan 71%, Kenneth Branagh 68% Roshan, Branagh (7th, 48%, #3), and Eminem (9th, 52%, #1; 7th, 65%, #4) were the only matches for multiple pictures. It was still fun to do.
This thing is hilariously bad. I tried several different pictures. In one of them I look most like Sarah Vaughan. I put in a picture where I'm wearing sunglasses and almost every match came back as someone else with sunglasses, including my #1 match, Samuel L. Jackson. I guess skin color doesn't matter at all, because I'm pretty white.
top two matches from two differnet pictures: Benecio Del Toro & Jason Biggs (and allll the way down the list.. BRAD PITT)