Tytuł artykułu

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

Tytuł czasopisma

Journal of Plant Protection Research

Rocznik

2024

Wolumin

vol. 64

Numer

No 3

Autorzy

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

Afiliacje

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

Słowa kluczowe

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

Wydział PAN

Nauki Biologiczne i Rolnicze

Zakres

265-274

Wydawca

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

Data

19.09.2024

Typ

Article

Identyfikator

DOI: 10.24425/jppr.2024.151253 ; ISSN 1427-4345 ; eISSN 1899-007X