In this work. we study the ability to use hand gestures for human-machine interaction from wrist-worn sensors. Towards this goal. we design a wrist-worn prototype to capture RGB video stream of hand gestures. https://www.lightemupsequences.com/hot-deal-FLNY-056H-C-p30443-big-deal/