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Autonomous drone navigation system is the design and implementation of a real-time, vision based navigation system for an Unmanned Aerial Vehicle (UAV). The navigation system is integrated with autonomous control system, visual servoing. Based on the autonomous control system and visual servoing, the navigation is able to be done from an arbitrary initial position and orientation.