The goal of the project is to improve user experience of a flying drone control from the 3rd person point of view by designing and implementing an application that allows so-called declarative (task-oriented) control approach. The system combines an intuitive user interface based on Augmented Reality techniques, state-of-the-art Computer Vision algorithms for online drone’s pose detection and ROS-based core unit for interaction with the drone.