The Tennis Analysis System detects and tracks players and the tennis ball. For player detection, it uses the YOLOv12 model, while the YOLOv5 model, trained on a tennis ball dataset, is used for tennis ball detection. Additionally, to detect key points on the tennis court, the ResNet-50 model is fine-tuned on the tennis court keypoints dataset.
☆16Mar 18, 2025Updated last year
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