Comparison of Different Machine Learning Algorithms for the Prediction of the Wheat Grain Filling Stage Using RGB Images

Comparison of Different Machine Learning Algorithms for the Prediction of the Wheat Grain Filling Stage Using RGB Images

Grain filling is essential for wheat yield formation, but is very susceptible to environmental stresses, such as high temperatures, especially in the context of global climate change. Grain RGB images include rich color, shape, and texture information, which can explicitly reveal the dynamics of gra...

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Bibliographic Details
Main Authors: Yunlin Song, Zhuangzhuang Sun, Ruinan Zhang, Haijiang Min, Qing Li, Jian Cai, Xiao Wang, Qin Zhou, Dong Jiang
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Plants
Subjects:
wheat
grain filling
RGB image
machine learning
deep learning
few-shot learning
Online Access:https://www.mdpi.com/2223-7747/12/23/4043

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https://www.mdpi.com/2223-7747/12/23/4043

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