What are possible commercial applications with visual/image question answering?
VizWiz is an iPhone app that allows blind users to receive quick answers to questions about their surroundings. VizWiz combines automatic image processing, anonymous web workers, and members of the user’s social network in order to collect fast and accurate answers to their questions.
See also my quick and dirty webpage: