How to construct low-altitude aerial image datasets for deep learning

How to construct low-altitude aerial image datasets for deep learning

The combination of Unmanned Aerial Vehicle (UAV) technologies and computer vision makes UAV applications more and more popular. Computer vision tasks based on deep learning usually require a large amount of task-related data to train algorithms for specific tasks. Since the commonly used datasets ar...

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Bibliographic Details
Main Authors: Xin Shu, Xin Cheng, Shubin Xu, Yunfang Chen, Tinghuai Ma, Wei Zhang
Format: Article
Language:English
Published: AIMS Press 2021-04-01
Series:Mathematical Biosciences and Engineering
Subjects:
uavs
aerial image
datasets
deep learning
data augmentation
Online Access:http://www.aimspress.com/article/doi/10.3934/mbe.2021053?viewType=HTML

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http://www.aimspress.com/article/doi/10.3934/mbe.2021053?viewType=HTML

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