The advancements in hand gesture recognition are redefining the human-computer interaction and making many wonderful use cases possible. This demo presents a fast, reliable, and robust method for hand gesture recognition that is developed on PC and fully validated on the Qualcomm Snapdragon Platform having ARM DSP core.