Image-based phenotyping of seed architectural traits and prediction of seed weight using machine learning models in soybean

Image-based phenotyping of seed architectural traits and prediction of seed weight using machine learning models in soybean

Among seed attributes, weight is one of the main factors determining the soybean harvest index. Recently, the focus of soybean breeding has shifted to improving seed size and weight for crop optimization in terms of seed and oil yield. With recent technological advancements, there is an increasing a...

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Bibliographic Details
Main Authors: Nguyen Trung Duc, Ayyagari Ramlal, Ambika Rajendran, Dhandapani Raju, S. K. Lal, Sudhir Kumar, Rabi Narayan Sahoo, Viswanathan Chinnusamy
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-09-01
Series:Frontiers in Plant Science
Subjects:
soybean
RGB image
machine learning
hundred-seed weight prediction
superior donor identification
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2023.1206357/full

Internet

https://www.frontiersin.org/articles/10.3389/fpls.2023.1206357/full

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