A mobile framework for landmark image recognition and classification has three major components in its architecture. The landmark image recognition and classification engine resides on the server along with a series of web services designed to expose their functionality to a mobile application running on a compatible mobile device (in this case an iPhone.) The efficacy of the mobile framework in end-to-end image classification and annotation was evaluated with automatic and user-centered evaluations.