Sustainable Oil Palm Resource Assessment Based on an Enhanced Deep Learning Method

Sustainable Oil Palm Resource Assessment Based on an Enhanced Deep Learning Method

Knowledge of the number and distribution of oil palm trees during the crop cycle is vital for sustainable management and predicting yields. The accuracy of the conventional image processing method is limited for the hand-crafted feature extraction method and the overfitting problem occurs due to the...

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Bibliographic Details
Main Authors: Xinni Liu, Kamarul H. Ghazali, Akeel A. Shah
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Energies
Subjects:
sustainable
oil palm tree
resource assessment
deep learning
Faster Region-Based Convolutional Neural Network
feature map concatenation
Online Access:https://www.mdpi.com/1996-1073/15/12/4479

Internet

https://www.mdpi.com/1996-1073/15/12/4479

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