Wheat Lodging Ratio Detection Based on UAS Imagery Coupled with Different Machine Learning and Deep Learning Algorithms

Wheat Lodging Ratio Detection Based on UAS Imagery Coupled with Different Machine Learning and Deep Learning Algorithms

Wheat lodging is a negative factor affecting yield production. Obtaining timely and accurate wheat lodging information is critical. Using unmanned aerial systems (UASs) images for wheat lodging detection is a relatively new approach, in which researchers usually apply a manual method for dataset gen...

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Bibliographic Details
Main Authors: Paulo FLORES, ZHANG Zhao
Format: Article
Language:English
Published: Editorial Office of Smart Agriculture 2021-06-01
Series:智慧农业
Subjects:
wheat lodging ratio
machine learning
deep learning
mission height
uas
resnet101
Online Access:http://www.smartag.net.cn/article/2021/2096-8094/2096-8094-2021-3-2-23.shtml

Internet

http://www.smartag.net.cn/article/2021/2096-8094/2096-8094-2021-3-2-23.shtml

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