Recent advances in automatic computer vision methods have started to make technologies for recognizing thousands of object categories a near reality (Perronnin et al., 2012;Deng et al., 2012;Deng et al., 2010;Krizhevsky et al., 2012).
there has been a spurt of recent work trying to estimate higher level semantics, including exciting efforts to automatically produce natural language descriptions of images and video (Farhadi et * Indicates equal author contribution.