There are more than 6000 Unmanned Aerial Vehicles (UAVs) in use in the US Military. The US Army alone has flown more than 1 million UAV flight hours. Every UAV captures at least one stream of video; some as many as 9. All this video needs to be processed and analyzed both during the mission, and post-mission. Traditionally, custom ASICs, and FPGAs were required for even the most rudimentary image processing tasks. Now, GPUs provide orders of magnitude more compute at a fraction of the cost. Hear how MotionDSP uses GPUs to provide previously impossible capabilities to military imaging.