My face blurring algorithm is not quite as smart as Google's
Chatroulette is a popular website which pairs random strangers for webcam-based conversations. Visitors to the website are randomly connected to somebody else with a webcam. At any point, either of the users may leave the chat by starting another random connection.
Chatroulette Map is a map of images (presumably) taken from Chatroulette webcam discussions. I'm not sure if the map is officially from Chatroulette or if someone is scraping the data. However the map contains a lot of captured images from users' webcams and the images seem to be from recent discussions.
Apparently users of Chatroulette are often connected to male exhibitionists - so be warned many of the images on this map are NSFW!