Explainable Deep Learning Reproduces a ‘Professional Eye’ on the Diagnosis of Internal Disorders in Persimmon Fruit

Abstract Recent rapid progress in deep neural network techniques has allowed recognition and classification of various objects, often exceeding the performance of the human eye. In plant biology and crop sciences, some deep neural network frameworks have been applied mainly for effective and rapid p...

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Veröffentlicht in:	Plant and cell physiology 2020-12, Vol.61 (11), p.1967-1973
Hauptverfasser:	Akagi, Takashi, Onishi, Masanori, Masuda, Kanae, Kuroki, Ryohei, Baba, Kohei, Takeshita, Kouki, Suzuki, Tetsuya, Niikawa, Takeshi, Uchida, Seiichi, Ise, Takeshi
Format:	Artikel
Sprache:	eng
Schlagworte:	Deep Learning Diospyros - anatomy & histology Flowers - anatomy & histology Fruit - anatomy & histology Image Interpretation, Computer-Assisted Neural Networks, Computer Plant Diseases
Online-Zugang:	Volltext
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