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Large-Scale Oil Palm Trees Detection from High-Resolution Remote Sensing Images Using Deep Learning

Tree counting is an important plantation practice for biological asset inventories, etc. The application of precision agriculture in counting oil palm trees can be implemented by detecting oil palm trees from aerial imagery. This research uses the deep learning approach using YOLOv3, YOLOv4, and YOL...

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Principais autores: Hery Wibowo, Imas Sukaesih Sitanggang, Mushthofa Mushthofa, Hari Agung Adrianto
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2022-08-01
coleção:Big Data and Cognitive Computing
Assuntos:
deep learning
drone
oil palm
tree detection
YOLOv3
YOLOv4
Acesso em linha:https://www.mdpi.com/2504-2289/6/3/89
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