Unfortunately it is only available through the Web...
So I made a quick hack to generate offline images suitable for display with my viewer, VLIV.
It is incredibly easy to get the data, but I will not disclose how, since the Google Art Project license prevents it.
Here is a screendump of Van Gogh's Starry Night in Vliv.
