At Polar Rose we use computer vision to analyze the content of online photos and recognize the people in them. Recognizing people in photos is a great challenge because the computer must interpret the photos to extract information above a pure pixel-level, something we humans do easily every day. The main problems when working with general photos are changes in lighting and pose which have great