PcMNet: An efficient lightweight apple detection algorithm in natural orchards

Apple detection plays a critical role in enabling the functionality of harvesting robots within natural orchard environments. To address challenges related to low detection accuracy, slow inference speed, and high parameter count, we present PcMNet, a lightweight detection model based on an improved...

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Bibliographic Details
Main Authors: Shiwei Wen, Jianguo Zhou, Guangrui Hu, Hao Zhang, Shan Tao, Zeyu Wang, Jun Chen
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Smart Agricultural Technology
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Online Access:http://www.sciencedirect.com/science/article/pii/S2772375524002284
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