a very nice dataset collected by Krystian Mikolajczyk for testing scaled and affine interest point detectors with various types of local image descriptors.
These are some of the other dataset that i use:
MIT Face Dataset
MIT Car Datasets
MIT Street Scenes
Pedestrian dataset from MIT
Most of the files are in *.ppm format, i personally use adobe photoshop to open these