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Updated: Jan 12, 2026

A Step-by-Step Implementation of DeepBehavior, Deep Learning Toolbox for Automated Behavior Analysis
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Published on: February 6, 2020

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基于改进的YOLOv5s和DeepSORT的道路行人检测和跟踪算法

Guofeng Qin1,2, Rongting Pan3,2, Yi Deng4

  • 1Teachers College for Vocational and Technical Education, Guangxi Normal University, Guilin, China.

PloS one
|November 4, 2025
PubMed
概括

这项研究引入了一种改进的行人检测和跟踪算法,使用增强的YOLOv5s和DeepSORT. 新方法显著提高了准确性和跟踪稳定性,特别是在密集交通场景中的小型物体.

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