The Class project aims to develop cognitive abilities for automatic content analysis using latent statistical structures. It will combine machine learning methods with computer vision and text analysis techniques to discover content categories and attributes from unstructured data streams. The project involves six European research teams and will last three years with a budget of 2.9 million Euros, focusing on object and scene recognition in images and video accompanied by text.