Řízení pozice kuličky na naklápěcím stole pomocí kamery
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Vysoká škola báňská – Technická univerzita Ostrava
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In my diploma thesis I focus on the development of a software application that allows the control of the position and movement of the ball on the tilting plate using a camera that captures the tilting plate controlled by servomotors. When implementing the application, I focus on testing and selection of the camera, designing the method of ball detection, monitoring, control and prediction of the trajectory of the ball. I use the OpenCV library or a neural network in the application and I compare these two solutions in terms of different aspects.
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Ball balancing, Tilting table, Logitech StreamCam C980, Dynamixel MX-28, OpenCV, Object detection, Hough transform, Object tracking, PID control, Object trajectory prediction, Kalman filter, Neural network, YOLO