A Rapid and Highly Efficient Method for the Identification of Soybean Seed Varieties: Hyperspectral Images Combined with Transfer Learning

Convolutional neural network (CNN) can be used to quickly identify crop seed varieties. 1200 seeds of ten soybean varieties were selected, hyperspectral images of both the front and the back of the seeds were collected, and the reflectance of soybean was derived from the hyperspectral images. A tota...

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Detalles Bibliográficos
Autores principales: Zhu, Shaolong, Zhang, Jinyu, Chao, Maoni, Xu, Xinjuan, Song, Puwen, Zhang, Jinlong, Huang, Zhongwen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6982693/
https://www.ncbi.nlm.nih.gov/pubmed/31905957
http://dx.doi.org/10.3390/molecules25010152

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