The Google Art Project isn't new, but it just keeps getting better and better! It now contains over 45,000 images viewable in super high resolution. And check out the street view "indoor" option to do a virtual walk through of some galleries. The latest flourish is the Google Art Project extension
Add it to your Chrome browser and get a new art image with every tab you open. It is beautiful!