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August 19, 2025Transactions on Computer Science and Intelligent Systems ResearchOpen Access

A Review of Object Detection Empowering Sports: Key Technologies, Application Scenarios, and Future Outlook

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SZShuang Zhao

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Overview

This review examines object detection technologies in sports, highlighting applications and future challenges.

Key Points

  • Object detection enhances training and performance evaluation in sports, improving athlete insights and strategies.
  • Key technologies include YOLO and Transformer-based models, focusing on their adaptability in sports contexts.
  • Optimization strategies like model pruning and quantization improve detection performance while managing resources.
  • Future developments will address data bottlenecks and enhance multi-modal fusion for smarter sports analytics.

Cite This Study

Shuang Zhao (2025) studied this question.

synapsesocial.com/papers/68af55ccad7bf08b1eadc294https://doi.org/10.62051/fb5aqp52
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