Title

Improved YOLOv5m model based on Swin Transformer, K-means++, and Efficient Intersection over Union (EIoU) loss function for cocoa tree (Theobroma cacao) disease detection

Journal title

Journal of Plant Protection Research

Yearbook

2024

Volume

vol. 64

Issue

No 3

Authors

Nyarko, Benedicta Nana Esi ; Wu, Wu Bin ; Zhou, Zhou Jinzhi ; Mohd, Mwanaharusi Mohd Juma

Affiliation

Nyarko, Benedicta Nana Esi : School of Information Engineering, Southwest University of Science and Technology, Qinglong Road, Fucheng District, Mianyang C, Mianyang, China ; Wu, Wu Bin : School of Information Engineering, Southwest University of Science and Technology, Qinglong Road, Fucheng District, Mianyang C, Mianyang, China ; Zhou, Zhou Jinzhi : School of Information Engineering, Southwest University of Science and Technology, Qinglong Road, Fucheng District, Mianyang C, Mianyang, China ; Mohd, Mwanaharusi Mohd Juma : School of Information Engineering, Southwest University of Science and Technology, Qinglong Road, Fucheng District, Mianyang C, Mianyang, China

Keywords

cocoa tree disease ; EIoU ; K-means++ ; plant disease detection ; Swin Transformer

Divisions of PAS

Nauki Biologiczne i Rolnicze

Coverage

265-274

Publisher

Committee of Plant Protection PAS ; Institute of Plant Protection – National Research Institute

Date

19.09.2024

Type

Article

Identifier

DOI: 10.24425/jppr.2024.151253