These images are sourced from the images repo maintained by the Sunlight Foundation. This repo provides the thumbnailized 102x125px images (optimized for web) to bower.
With svn and mozjpeg installed, run:
fetch_images.sh
dockermozjpegdeb is a useful project for generating a deb for mozjpeg where it is not availabe for your distro.