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A novel nondestructive detection approach for seed cotton lint percentage using deep learning

GENG Lijie YANG Kun YAN Pengji JI Zhikun SONG Chunyu SONG Shuaifei ZHANG Ruiliang ZHANG Zhifeng ZHAI Yusheng JIANG Liying

棉花研究(英文)2024,Vol.7Issue(2):148-162,15.
棉花研究(英文)2024,Vol.7Issue(2):148-162,15.DOI:10.1186/s42397-024-00178-x

A novel nondestructive detection approach for seed cotton lint percentage using deep learning

A novel nondestructive detection approach for seed cotton lint percentage using deep learning

GENG Lijie 1YANG Kun 1YAN Pengji 1JI Zhikun 1SONG Chunyu 1SONG Shuaifei 1ZHANG Ruiliang 1ZHANG Zhifeng 1ZHAI Yusheng 1JIANG Liying1

作者信息

  • 1. School of Electronic and Information,Henan Key Laboratory of Magnetoelectronic Information Functional Materials,Zhengzhou University of Light Industry,Zhengzhou 450002,Henan,China
  • 折叠

摘要

关键词

Neural network/MobileNetV2/Nondestructive detection/Smart agriculture/Seed cotton lint percentage

Key words

Neural network/MobileNetV2/Nondestructive detection/Smart agriculture/Seed cotton lint percentage

引用本文复制引用

GENG Lijie,YANG Kun,YAN Pengji,JI Zhikun,SONG Chunyu,SONG Shuaifei,ZHANG Ruiliang,ZHANG Zhifeng,ZHAI Yusheng,JIANG Liying..A novel nondestructive detection approach for seed cotton lint percentage using deep learning[J].棉花研究(英文),2024,7(2):148-162,15.

基金项目

This research was funded by the National Natural Science Foundation of China(Grant number:11904327,61905223,and 62073299),Training Plan of Young Backbone Teachers in Universities of Henan Province(2023GGJS087),Henan Provincial Science and Technology Research Project(222102110279,222102210085,and 242102210157),the Project of Central Plains Science and Technology Innovation Leading Talents(224200510026). (Grant number:11904327,61905223,and 62073299)

棉花研究(英文)

2096-5044

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