Kiwix has a mobile app that runs a local copy of full Wikipedia (~80GB) from the device, with formatting and pictures and everything. I'm not aware of any other fully-baked solution that does this.

It looks like the pictures are not available as a dump from Wikimedia; the page you link to implies that they are, but the latest dump is from 2012.