Real-Time Detection of Crops with Dense Planting Using Deep Learning at Seedling Stage

Real-Time Detection of Crops with Dense Planting Using Deep Learning at Seedling Stage

Crop seedlings are similar in appearance to weeds, making crop detection extremely difficult. To solve the problem of detecting crop seedlings in complex field environments, a seedling dataset with four crops was constructed in this study. The single leaf labeling method was proposed as an alternati...

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Bibliografiska uppgifter
Huvudupphovsmän: Shuolin Kong, Jian Li, Yuting Zhai, Zhiyuan Gao, Yang Zhou, Yanlei Xu
Materialtyp: Artikel
Språk:English
Publicerad: MDPI AG 2023-05-01
Serie:Agronomy
Ämnen:
crop seedling detection
dense target detection
lightweight transformer
YOLOv5
Länkar:https://www.mdpi.com/2073-4395/13/6/1503

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