A database of 20,000 photographs, selected by human observers from over 200,000 photographs as those that contain a salient object. The images were subsequently segmented into "object" and "background", and the objects depicted in the photographs were labelled. Details can be found in Rosenthal et al, Journal of Vision, 2018.