Is there some downloadable archive file of all painting in the higher resolution or did you simply roll your own web scraper?
Demo here: https://bit.ly/2xClNHz
data and models are available for download.
You can also have a look at art500k which is essentially the same thing. http://smedia.ust.hk/james/projects/deepart_ana.html
Their dataset is also available for download.