Laser & Optoelectronics Progress, Volume. 62, Issue 14, 1415002(2025)

Mango Target-Detection Algorithm Based on YOLOv8 Integrated with Adaptive Spatial Pyramid

Baoyu Wang1,2、*, Hantang Li1,2, Xiyong Chen1,2, and Wei Yao1,2
Author Affiliations
  • 1Institute of Scientific and Technical Information, Chinese Academy of Tropical Agricultural Sciences, Haikou 571101, Hainan , China
  • 2Key Laboratory of Applied Research on Tropical Crop Information Technology of Hainan Province, Haikou 571101, Hainan , China
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    References(26)

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    [6] Fu L S, Feng Y L, Tola E et al. Image recognition method of multi-cluster kiwifruit in field based on convolutional neural networks[J]. Transactions of the Chinese Society of Agricultural Engineering, 34, 205-211(2018).

    [8] Li G J, Dong D Y, Chen S. Research on mango detection and classification by computer vision[J]. Journal of Agricultural Mechanization Research, 37, 13-18, 23(2015).

    [12] Gong Q, Shang Q S, Guo H et al. A study on mango image grading based on an improved EfficientNet model[J]. Journal of Yibin University, 22, 1-5(2022).

    [13] Hu Y X, Zhang Y J, Fang J et al. Design of lightweight network model for target detection task[J]. Computer Engineering and Design, 44, 548-555(2023).

    [16] Chen Y J, Pi Y H, Pang Y X et al. Wide field-of-view multiscale noncontact photoacoustic intelligent defect-detection algorithm[J]. Chinese Journal of Lasers, 51, 2109002(2024).

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    Baoyu Wang, Hantang Li, Xiyong Chen, Wei Yao. Mango Target-Detection Algorithm Based on YOLOv8 Integrated with Adaptive Spatial Pyramid[J]. Laser & Optoelectronics Progress, 2025, 62(14): 1415002

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    Paper Information

    Category: Machine Vision

    Received: Nov. 1, 2024

    Accepted: Jan. 14, 2025

    Published Online: Jun. 26, 2025

    The Author Email: Baoyu Wang (wangbaoyu_2021@163.com)

    DOI:10.3788/LOP242205

    CSTR:32186.14.LOP242205

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