2023
DOI: 10.1590/s1678-3921.pab2023.v58.03363
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Counting of shoots of Eucalyptus sp. clones with convolutional neural network

Carlos Alberto Araújo Júnior,
Leandro Silva de Oliveira,
Gabriel Augusto Eça

Abstract: The objective of this work was to investigate the use of the You Only Look Once (YOLO) convolutional neural network model for the detection and efficient counting of Eucalyptus sp. shoots in stands through aerial photographs captured by unmanned aerial vehicles. For this, the significance of data organization was evaluated during the system-training process. Two datasets were used to train the convolutional neural network: one consisting of images with a single shoot and another with at least ten shoots per im… Show more

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