Basketball detection based on YOLOv8

Accurate and timely detection of basketballs is crucial for ensuring fairness in games, enhancing the precision of data analysis, optimizing tactical planning for coaches, and improving the spectator experience. However, current basketball detection technologies face challenges such as variations in...

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Bibliographic Details
Published in:PloS one 2025-08, Vol.20 (8), p.e0326964
Main Authors: Liang, Zeyu, Wang, Jiuyuan, Huang, Tianhao, Sang, Zilong, Zhang, Jia
Format: Article
Language:English
Subjects:
Accuracy
Algorithms
Artificial intelligence
Athletic Performance
Automation
Basketball
Biology and Life Sciences
Business metrics
China
Complexity
Computer and Information Sciences
Computer vision
Data analysis
Deep learning
Design
Efficiency
Feature extraction
Feature maps
Feature selection
Humans
Localization
Machine learning
Object recognition
Physical Sciences
Real time
Recall
Research and Analysis Methods
Robustness
Sensors
Social Sciences
Statistical analysis
Support vector machines
Technology application
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