Identification Method of Wheat Cultivars by Using a Convolutional Neural Network Combined with Images of Multiple Growth Periods of Wheat

Identification Method of Wheat Cultivars by Using a Convolutional Neural Network Combined with Images of Multiple Growth Periods of Wheat

Wheat is a very important food crop for mankind. Many new varieties are bred every year. The accurate judgment of wheat varieties can promote the development of the wheat industry and the protection of breeding property rights. Although gene analysis technology can be used to accurately determine wh...

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Autores principales: Jiameng Gao, Chengzhong Liu, Junying Han, Qinglin Lu, Hengxing Wang, Jianhua Zhang, Xuguang Bai, Jiake Luo
Formato: article
Lenguaje:EN
Publicado: MDPI AG 2021
Materias:
wheat
deep learning
convolutional neural networks
bagging-based ensemble estimator algorithm
cultivars identification
multiple growth periods
Mathematics
QA1-939
Acceso en línea:https://doaj.org/article/25186ea147374a95a46b104bad31d0f6
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https://doaj.org/article/25186ea147374a95a46b104bad31d0f6

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