Classification of Coconut Trees Within Plantations from UAV Images Using Deep Learning with Faster R-CNN and Mask R-CNN

Classification of Coconut Trees Within Plantations from UAV Images Using Deep Learning with Faster R-CNN and Mask R-CNN

Agriculture currently serves as a crucial food source for the global population. However, coconut farming, in particular, demands extensive care and maintenance. This research aims to classify coconut trees across various plantation areas utilizing deep learning techniques, specifically through Fast...

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Bibliographic Details
Main Authors: Morakot Worachairungreung, Nayot Kulpanich, Pornperm Sae-ngow, Kunyaphat Thanakunwutthirot, Kawinphop Anurak, Phonpat Hemwan
Format: Article
Language:English
Published: Ital Publication 2024-12-01
Series:Journal of Human, Earth, and Future
Subjects:
coconut
uavs
deep learning
mask r-cnn
faster r-cnn.
Online Access:https://hefjournal.org/index.php/HEF/article/view/347
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