Big Transfer Learning for Fine Art Classification

Table 1

Number of images and classes for the different sources and tasks.

Source	Task	Class	Train	Test	Total
Painting-91	Artist	91	2,275	1,991	4,266
	Style	13	1,250	1,088	2,338
WikiArt	Artist	23	13,344	5,706	19,050
	Genre	10	45,501	19,492	64,993
	Style	27	57,023	24,421	81,444
MultitaskPainting100k	Artist	1,508	69,821	29,995	99,816
	Genre	41	69,821	29,995	99,816
	Style	125	69,821	29,995	99,816