B3DO: Berkeley 3-D Object Dataset
http://kinectdata.com/

NYU Depth Dataset
http://cs.nyu.edu/~silberman/site/?page_id=27

UW RGB-D Object Dataset
http://www.cs.washington.edu/rgbd-dataset/