Opto-Electronic Engineering, Volume. 51, Issue 1, 230284-1(2024)

Lightweight YOLOv5 sonar image object detection algorithm and implementation based on ZYNQ

Dongdong Zhao1, Dunhan Xie1, Peng Chen1、*, Ronghua Liang1, Yi Shen1, and Xinxin Guo2
Author Affiliations
  • 1College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, Zhejiang 310023, China
  • 2Institute of Deep-sea Science and Engineering, Chinese Academy of Sciences, Sanya, Hainan 572000, China
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    References(36)

    [33] L X Yang, R Y Zhang, L D Li et al. SimAM: a simple, parameter-free attention module for convolutional neural networks, 11863-11874(2021).

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    Dongdong Zhao, Dunhan Xie, Peng Chen, Ronghua Liang, Yi Shen, Xinxin Guo. Lightweight YOLOv5 sonar image object detection algorithm and implementation based on ZYNQ[J]. Opto-Electronic Engineering, 2024, 51(1): 230284-1

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    Paper Information

    Category: Research Articles

    Received: Nov. 21, 2023

    Accepted: Jan. 10, 2024

    Published Online: Apr. 19, 2024

    The Author Email: Chen Peng (陈朋)

    DOI:10.12086/oee.2024.230284

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