I have loaded up 43000 Victoria and Albert museum images into this package - a process which took many hours and left 4GB of 640x480 representations on my desktop's disk. Here are some results from search by colour histogram. They take about 20s to find and 15s to fetch the thumbnail results (on a 2.4GHz Pentium 4)