Supporting Table Grape Berry Thinning with Deep Neural Network and Augmented Reality Technologies

Prawit Buayai,Kabin Yok-In,Daisuke Inoue,Hiromitsu Nishizaki,Koji Makino,Xiaoyang Mao

SSRN Electronic Journal（2022）

引用 2|浏览8

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摘要

•Empowers novice farmers with deep learning and augmented reality for grape berry thinning.•Tested across the full growth cycle in an actual table grape field.•The system elevates product quality by 8.18 % compared to skilled farmers.

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关键词

Smart agriculture, Grape detection, Berry thinning, Berry removing, Instance segmentation, Deep neural network

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