TIA-YOLOv5: An improved YOLOv5 network for real-time detection of crop and weed in the field

IntroductionDevelopment of weed and crop detection algorithms provides theoretical support for weed control and becomes an effective tool for the site-specific weed management. For weed and crop object detection tasks in the field, there is often a large difference between the number of weed and cro...

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Bibliographic Details
Main Authors: Aichen Wang, Tao Peng, Huadong Cao, Yifei Xu, Xinhua Wei, Bingbo Cui
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-12-01
Series:Frontiers in Plant Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2022.1091655/full