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Applied Mathematics and Nonlinear Sciences
Volume 9 (2024): Issue 1 (January 2024)
Open Access
Research on Marine Target Detection and Recognition Based on YOLO Algorithm
Huayue Zhang
Huayue Zhang
Unmanned System Research Institute, Northwestern Polytechnical University
Xi’an, China
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Zhang, Huayue
,
Fan Wu
Fan Wu
School of Marine Science and Technology, Northwestern Polytechnical University
Xi’an, China
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Wu, Fan
and
Xuan Wang
Xuan Wang
Unmanned System Research Institute, Northwestern Polytechnical University
Xi’an, China
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Wang, Xuan
Sep 03, 2024
Applied Mathematics and Nonlinear Sciences
Volume 9 (2024): Issue 1 (January 2024)
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Published Online:
Sep 03, 2024
Received:
Apr 26, 2024
Accepted:
Jul 29, 2024
DOI:
https://doi.org/10.2478/amns-2024-2304
Keywords
Attention mechanism
,
YOLO algorithm
,
ASFF module
,
GAM module
,
GA-YOLOv5s model
,
Marine target detection
© 2024 Huayue Zhang et al., published by Sciendo
This work is licensed under the Creative Commons Attribution 4.0 International License.
