Sugarcane stem node detection with algorithm based on improved YOLO11 channel pruning with small target enhancement

• Chunming Wen ,

  Contributed equally to this work with: Chunming Wen, Leilei Liu

  Roles Conceptualization, Data curation, Funding acquisition, Methodology, Project administration, Resources, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: wenchunming@gxmzu.edu.cn

  Affiliations Guangxi Key Laboratory of Hybrid Computing and Integrated Circuit Design and Analysis, School of Artificial Intelligence, Guangxi University for Nationalities, Nanning, China, Guangxi Zhuang Autonomous Region Intelligent Visual Collaborative Robot Engineering Research Center, Nanning, China, Guangxi University for Nationalities, School of Artificial Intelligence, Nanning, China Guangxi Zhuang Autonomous Region Intelligent Visual Collaborative Robot Engineering Research Center, Nanning, China, Guangxi University Engineering Research Center for Multimodal Information Intelligent Sensing Processing and Application, Nanning, China, School of Physics and Electronic Information, Guangxi University for Nationalities, Nanning, China

  https://orcid.org/0000-0001-7152-8521

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• Leilei Liu ,

  Contributed equally to this work with: Chunming Wen, Leilei Liu

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation School of Physics and Electronic Information, Guangxi University for Nationalities, Nanning, China

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• Shangping Li,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Validation

  Affiliations Guangxi Zhuang Autonomous Region Intelligent Visual Collaborative Robot Engineering Research Center, Nanning, China, Guangxi University for Nationalities, School of Artificial Intelligence, Nanning, China Guangxi Zhuang Autonomous Region Intelligent Visual Collaborative Robot Engineering Research Center, Nanning, China, Guangxi University Engineering Research Center for Multimodal Information Intelligent Sensing Processing and Application, Nanning, China, School of Physics and Electronic Information, Guangxi University for Nationalities, Nanning, China

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• Yang Cheng,

  Roles Conceptualization, Data curation, Investigation, Methodology, Validation

  Affiliation School of Physics and Electronic Information, Guangxi University for Nationalities, Nanning, China

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• Qingquan Liang,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology

  Affiliation School of Physics and Electronic Information, Guangxi University for Nationalities, Nanning, China

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• Kaihua Li,

  Roles Conceptualization, Data curation, Investigation, Validation

  Affiliations Guangxi Zhuang Autonomous Region Intelligent Visual Collaborative Robot Engineering Research Center, Nanning, China, Guangxi University for Nationalities, School of Artificial Intelligence, Nanning, China Guangxi Zhuang Autonomous Region Intelligent Visual Collaborative Robot Engineering Research Center, Nanning, China, Guangxi University Engineering Research Center for Multimodal Information Intelligent Sensing Processing and Application, Nanning, China, School of Physics and Electronic Information, Guangxi University for Nationalities, Nanning, China

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• Youzong Huang,

  Roles Conceptualization, Data curation, Funding acquisition, Investigation, Software

  Affiliation State Key Laboratory for Conservation and Utilization of Subtropical Agro-bioresources, Nanning, China

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• Xiaozhu Long,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Methodology

  Affiliation Nanning Taiyin Technology Co., Ltd, Nanning, China

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• Hongliang Nong

  Roles Conceptualization, Data curation, Methodology, Software, Validation

  Affiliations Guangxi Agricultural Machinery Research Institute Co., Ltd, Nanning, China, Nanning Taiyin Technology Co., Ltd, Nanning, China

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