In this thesis, we investigated the factors that influence the success of seven-meter throws in handball. We analyzed the impact of various factors, such as player position, shooting hand, target location, number of feints, and the goalkeeper's physical build. For the analysis, we used advanced technologies such as MediaPipe and the YOLO model. MediaPipe enabled precise detection of key body points of the players, while YOLO allowed for the detection of the ball in space. By analyzing our own video footage, we obtained results, which we then compared with existing statistics and research. Based on these comparisons, we identified the key factors that contribute to the success of seven-meter throws. The results of our research enhance the understanding of seven-meter throws for both players and coaches, contributing to greater success in this segment of handball gameplay.
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