tennis-analytics
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This computer vision project analyzes tennis match videos using cutting-edge techniques. It employs YOLOv8 for player detection, finetuned YOLO for ball tracking, and ResNet50 for extracting court keypoints. Additionally, it calculates player and ball speeds and generates a mini court reflecting player positions.
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Apr 11, 2024 - Jupyter Notebook
Data Science Project analysing Association of Tennis Professional's (ATP) data.
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May 21, 2024 - Jupyter Notebook
The purpose of this project is to access the relationship between age and performance of professional tennis players
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Mar 10, 2024 - Jupyter Notebook
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