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Applied Mathematics and Nonlinear Sciences
Volume 9 (2024): Issue 1 (January 2024)
Open Access
Improved YOLOv5s Algorithm for Target Detection in Highlighted Field Camera Surveillance Images
Dan Sun
Dan Sun
School of Computer Science and Technology, Aba Teachers University
Aba, China
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Sun, Dan
,
Zhiwu Liao
Zhiwu Liao
School of Computer Science, Sichuan Normal University
Chengdu, China
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Liao, Zhiwu
,
Zhimin Zhou
Zhimin Zhou
School of Resources and Environment, Aba Teachers University
Aba, China
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Zhou, Zhimin
,
Lei Zhang
Lei Zhang
School of Computer Science and Technology, Aba Teachers University
Aba, China
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Zhang, Lei
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Wenfeng Wu
Wenfeng Wu
School of Physics and Electronic and Electrical Engineering, Aba Teachers University
Aba, China
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Wu, Wenfeng
May 03, 2024
Applied Mathematics and Nonlinear Sciences
Volume 9 (2024): Issue 1 (January 2024)
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Published Online:
May 03, 2024
Received:
Apr 11, 2024
Accepted:
Apr 16, 2024
DOI:
https://doi.org/10.2478/amns-2024-0957
Keywords
YOLOv5s
,
Loss function
,
Attention mechanism
,
Surveillance images
,
Target detection
© 2024 Dan Sun et al., published by Sciendo
This work is licensed under the Creative Commons Attribution 4.0 International License.