Lightweight model for detecting lotus leaf diseases and pests using improved YOLOv8

被引：0
|
作者：
Liu, Zhong [1 ]
Lu, Ange [1 ]
Cui, Hao [1 ]
Liu, Jun [1 ]
Ma, Qiucheng [1 ]
机构：
[1] School of Mechanical Engineering and Mechanics, Xiangtan University, Xiangtan,411105, China
来源：
Nongye Gongcheng Xuebao/Transactions of the Chinese Society of Agricultural Engineering | 2024年 / 40卷 / 19期
关键词：
D O I：
10.11975/j.issn.1002-6819.202404155
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：168 / 176
相关论文
共 50 条
  • [1] Detecting chestnuts using improved lightweight YOLOv8
    Li M.
    Xiao Y.
    Zong W.
    Song B.
    Nongye Gongcheng Xuebao/Transactions of the Chinese Society of Agricultural Engineering, 2024, 40 (01): : 201 - 209
  • [2] Lightweight Corn Leaf Detection and Counting Using Improved YOLOv8
    Ning, Shaotong
    Tan, Feng
    Chen, Xue
    Li, Xiaohui
    Shi, Hang
    Qiu, Jinkai
    SENSORS, 2024, 24 (16)
  • [3] Research on Intelligent Recognition for Plant Pests and Diseases Based on Improved YOLOv8 Model
    Wang, Yuchun
    Yi, Cancan
    Huang, Tao
    Liu, Jun
    APPLIED SCIENCES-BASEL, 2024, 14 (12):
  • [4] A Lightweight YOLOv8 Model for Apple Leaf Disease Detection
    Gao, Lijun
    Zhao, Xing
    Yue, Xishen
    Yue, Yawei
    Wang, Xiaoqiang
    Wu, Huanhuan
    Zhang, Xuedong
    APPLIED SCIENCES-BASEL, 2024, 14 (15):
  • [5] Detecting tomato leaf pests and diseases using improved YOLOv7-tiny
    Wang H.
    Sun L.
    Li X.
    Liu H.
    Wang G.
    Lan Y.
    Nongye Gongcheng Xuebao/Transactions of the Chinese Society of Agricultural Engineering, 2024, 40 (10): : 194 - 202
  • [6] EDGS-YOLOv8: An Improved YOLOv8 Lightweight UAV Detection Model
    Huang, Min
    Mi, Wenkai
    Wang, Yuming
    DRONES, 2024, 8 (07)
  • [7] Improved YOLOv8 Model for Lightweight Pigeon Egg Detection
    Jiang, Tao
    Zhou, Jie
    Xie, Binbin
    Liu, Longshen
    Ji, Chengyue
    Liu, Yao
    Liu, Binghan
    Zhang, Bo
    ANIMALS, 2024, 14 (08):
  • [8] An Improved YOLOv8 Model for Lotus Seedpod Instance Segmentation in the Lotus Pond Environment
    Ma, Jie
    Zhao, Yanke
    Fan, Wanpeng
    Liu, Jizhan
    AGRONOMY-BASEL, 2024, 14 (06):
  • [9] Real-Time Identification of Strawberry Pests and Diseases Using an Improved YOLOv8 Algorithm
    Xie, Danyan
    Yao, Wenyi
    Sun, Wenbo
    Song, Zhenyu
    SYMMETRY-BASEL, 2024, 16 (10):
  • [10] YOLOv8-ACCW: Lightweight Grape Leaf Disease Detection Method Based on Improved YOLOv8
    Chen, Zuxing
    Feng, Junjie
    Zhu, Kun
    Yang, Zhenyan
    Wang, Yanhong
    Ren, Mingyue
    IEEE ACCESS, 2024, 12 : 123595 - 123608
12345