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Rapid and Accurate Varieties Classification of Different Crop Seeds Under Sample-Limited Condition Based on Hyperspectral Imaging and Deep Transfer Learning

Rapid varieties classification of crop seeds is significant for breeders to screen out seeds with specific traits and market regulators to detect seed purity. However, collecting high-quality, large-scale samples takes high costs in some cases, making it difficult to build an accurate classification...

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Detalles Bibliográficos
Autores principales: Wu, Na, Liu, Fei, Meng, Fanjia, Li, Mu, Zhang, Chu, He, Yong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8343196/
https://www.ncbi.nlm.nih.gov/pubmed/34368096
http://dx.doi.org/10.3389/fbioe.2021.696292