Image-based Determination of Plum “Tsuyuakane” Ripeness via Deep Learning

We determined the ripeness of plums (“Tsuyuakane”) from images with combined object detection by using a single-shot multibox detector (SSD) and a convolutional neural network (CNN). From June to July 2018 we obtained digital images and movies to characterize changes in the fruits on Tsuyuakane tree...

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Veröffentlicht in:	Agricultural Information Research 2019/10/01, Vol.28(3), pp.108-114
Hauptverfasser:	Tatemoto, Satoshi, Harada, Yoko, Imai, Kenji
Format:	Artikel
Sprache:	eng ; jpn
Schlagworte:	deep learning object detection object recognition plum ripeness classification
Online-Zugang:	Volltext
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