The participants are free to use any dataset they want to develop their system.
We are organizing a data exchange during the challenge development period. To participate, you must sign up to the Google group gesturechallenge (this requires having a Google account). Then follow the instructions for participants under datasets.
We are listing data resources that may be of interest on our database page.