National Gallery, London
The National Gallery is the primary British national public art gallery, sited on Trafalgar Square, in central London. It is home to one of the world's greatest collections of Western European paintings. Founded in 1824, from an initial purchase of 36 paintings by the British Government, its collections have since grown to about 2,...
In the VisualGenome there are 75,729 unique objects with labels, and they provide APIs for easy use and a tutorial.
To get an image word pair one only needs to crop the picture and get the corresponding region.