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High-throughput soybean seeds phenotyping with convolutional neural networks and transfer learning

BACKGROUND: Effective soybean seed phenotyping demands large-scale accurate quantities of morphological parameters. The traditional manual acquisition of soybean seed morphological phenotype information is error-prone, and time-consuming, which is not feasible for large-scale collection. The segment...

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Detalhes bibliográficos
Publicado no:Plant Methods
Main Authors: Yang, Si, Zheng, Lihua, He, Peng, Wu, Tingting, Sun, Shi, Wang, Minjuan
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8097802/
https://ncbi.nlm.nih.gov/pubmed/33952294
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13007-021-00749-y
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