HairNet: a deep learning model to score leaf hairiness, a key phenotype for cotton fibre yield, value and insect resistance

HairNet: a deep learning model to score leaf hairiness, a key phenotype for cotton fibre yield, value and insect resistance

Abstract Background Leaf hairiness (pubescence) is an important plant phenotype which regulates leaf transpiration, affects sunlight penetration, and provides increased resistance or susceptibility against certain insects. Cotton accounts for 80% of global natural fibre production, and in this crop...

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Bibliographic Details
Main Authors: Vivien Rolland, Moshiur R. Farazi, Warren C. Conaty, Deon Cameron, Shiming Liu, Lars Petersson, Warwick N. Stiller
Format: Article
Language:English
Published: BMC 2022-01-01
Series:Plant Methods
Subjects:
Deep learning
Neural network
Machine learning
Trichome
Hair
Pubescence
Online Access:https://doi.org/10.1186/s13007-021-00820-8

Internet

https://doi.org/10.1186/s13007-021-00820-8

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