Honestly didn't realize it was still around. I remember when it first blew up in the public consciousness, a local bar had a funny event one night where they set up a computer with a webcam/mic pointed at the bar and a projector to put the video on the wall. Then we logged on to Chatroulette and let the amusement roll.

Loads of people were taken aback by talking to a bar full of people. Some were really cool and chatted with us. Of course plenty of dudes were just whackin it. Some clicked "next" when they saw the bar full of people but at least one just kept going until we had to get up and click "next". Pretty fun idea but they only did it a few times before the novelty of Chatroulette mostly wore off.

Ever thought of trying Amazon Mechanical Turk, as a worker, on the section "Image recognition"?