Improved YOLOX-Tiny network for detection of tobacco brown spot disease

Improved YOLOX-Tiny network for detection of tobacco brown spot disease

IntroductionTobacco brown spot disease caused by Alternaria fungal species is a major threat to tobacco growth and yield. Thus, accurate and rapid detection of tobacco brown spot disease is vital for disease prevention and chemical pesticide inputs.MethodsHere, we propose an improved YOLOX-Tiny netw...

Full description

Bibliographic Details
Main Authors: Jianwu Lin, Dianzhi Yu, Renyong Pan, Jitong Cai, Jiaming Liu, Licai Zhang, Xingtian Wen, Xishun Peng, Tomislav Cernava, Safa Oufensou, Quirico Migheli, Xiaoyulong Chen, Xin Zhang
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-02-01
Series:Frontiers in Plant Science
Subjects:
object detection
tobacco brown spot disease
YOLOX-Tiny network
hierarchical mixed-scale units
convolutional block attention modules
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2023.1135105/full

Internet

https://www.frontiersin.org/articles/10.3389/fpls.2023.1135105/full

Similar Items