Rapid Detection of Wheat Ears in Orthophotos From Unmanned Aerial Vehicles in Fields Based on YOLOX

Rapid Detection of Wheat Ears in Orthophotos From Unmanned Aerial Vehicles in Fields Based on YOLOX

Wheat ears in unmanned aerial vehicles (UAV) orthophotos are characterized by occlusion, small targets, dense distribution, and complex backgrounds. Rapid identification of wheat ears in UAV orthophotos in a field environment is critical for wheat yield prediction. Three improvements were achieved b...

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Bibliographic Details
Main Authors: Yao Zhaosheng, Liu Tao, Yang Tianle, Ju Chengxin, Sun Chengming
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-04-01
Series:Frontiers in Plant Science
Subjects:
small target
spike
YOLOX
UAV
Orthophoto
BiFPN
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2022.851245/full

Internet

https://www.frontiersin.org/articles/10.3389/fpls.2022.851245/full

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