Data-Augmented Deep Learning Models for Abnormal Road Manhole Cover Detection

Data-Augmented Deep Learning Models for Abnormal Road Manhole Cover Detection

Anomalous road manhole covers pose a potential risk to road safety in cities. In the development of smart cities, computer vision techniques use deep learning to automatically detect anomalous manhole covers to avoid these risks. One important problem is that a large amount of data are required to t...

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Bibliographic Details
Main Authors: Dongping Zhang, Xuecheng Yu, Li Yang, Daying Quan, Hongmei Mi, Ke Yan
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Sensors
Subjects:
data augmentation
object detection
road manhole cover
deep learning
convolutional neural network
Online Access:https://www.mdpi.com/1424-8220/23/5/2676

Internet

https://www.mdpi.com/1424-8220/23/5/2676

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