CMU VASC Image Database

The goal of the VASC Image Database is to share image data sets with researchers around the world. To facilitate this, they have created this site, which contains over 5000 images split up over nearly 200 different data sets. They also provide a mechanism by which any one of these 200 sets can be downloaded in either .tgz or .zip format.