Improved UAV Opium Poppy Detection Using an Updated YOLOv3 Model

Rapid detection of illicit opium poppy plants using UAV (unmanned aerial vehicle) imagery has become an important means to prevent and combat crimes related to drug cultivation. However, current methods rely on time-consuming visual image interpretation. Here, the You Only Look Once version 3 (YOLOv...

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Detalhes bibliográficos
Main Authors: Jun Zhou, Yichen Tian, Chao Yuan, Kai Yin, Guang Yang, Meiping Wen
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2019-11-01
Colecção:Sensors
Assuntos:
uav
opium poppy
object detection
yolov3 model
deep learning
cnn
spatial pyramid pooling
giou
Acesso em linha:https://www.mdpi.com/1424-8220/19/22/4851
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