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Drones nowadays are widely used around the world for a variety of purposes. The issues with the approaches like remote controllers and joysticks are that drone control is limited by the range of electromagnetic radiation and susceptible to interference noise. However, the complexity of using a joystick-button controller requires skilled pilot to perform these tasks using the drone which proves to be exorbitant. In addition, it occupies two hands of the user. We can use a motion controller to control the motion of a drone via simple hand gestures.