Detection of Bottle Marine Debris Using Unmanned Aerial Vehicles and Machine Learning Techniques

Detection of Bottle Marine Debris Using Unmanned Aerial Vehicles and Machine Learning Techniques

Bottle marine debris (BMD) remains one of the most pressing global issues. This study proposes a detection method for BMD using unmanned aerial vehicles (UAV) and machine learning techniques to enhance the efficiency of marine debris studies. The UAVs were operated at three designed sites and at one...

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Bibliographic Details
Main Authors: Thi Linh Chi Tran, Zhi-Cheng Huang, Kuo-Hsin Tseng, Ping-Hsien Chou
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Drones
Subjects:
bottle marine debris
UAV
machine learning
object detection
background removal image
data augmentation
Online Access:https://www.mdpi.com/2504-446X/6/12/401

Internet

https://www.mdpi.com/2504-446X/6/12/401

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