A Shine Muscat Grape Berry Detection and Grape Cluster Compactness Estimation for Assessment of Grape Quality Based on Instance Segmentation Methods

Highlights Mask R-CNN ResNet-101 was analyzed to have the highest detection accuracy for grape berries. Grape cluster compactness is one of the important factors that determines the quality of grapes. Indicator DGC was used to intuitively calculate the compactness of grape cluster. An average error...

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Veröffentlicht in:	Journal of the ASABE 2023, Vol.66 (5), p.1175-1185
Hauptverfasser:	Kim, EungChan, Lee, Chang-Hyup, Park, Seongmin, Hong, Suk-Ju, Kim, Sang-Yeon, Kim, Ghiseok
Format:	Artikel
Sprache:	eng
Online-Zugang:	Volltext
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