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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Bibliographic Details
Main Authors: Shuolin Kong, Jian Li, Yuting Zhai, Zhiyuan Gao, Yang Zhou, Yanlei Xu
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Agronomy
Subjects:
crop seedling detection
dense target detection
lightweight transformer
YOLOv5
Online Access:https://www.mdpi.com/2073-4395/13/6/1503

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