SMART will introduce a holistic open source web-scale multimedia search framework for multimedia data stemming from the physical world. To this end, SMART will develop a scalable search and retrieval architecture for multimedia data, along with intelligent techniques for real-time processing, search and retrieval of physical world multimedia. At the same time, SMART will be able to leverage Web2.0 social networks information in order to facilitate social queries on physical world multimedia.