CVSSP and Omniperception collaborate to maintain RAVL; an open source C++ computer vision library. RAVL documentation and code are available for download..

In addition to data available on individual researchers' websites, CVSSP release a number of datasets to the research community.  These include the biometric XM2VTS dataset and various object recognition datasets.

The website featurespace.org maintained by Dr Mikolajczk also collects a number of external object recognition datasets.