Automated Gravel Road Condition Assessment : A Case Study of Assessing Loose Gravel using Audio Data

Automated Gravel Road Condition Assessment : A Case Study of Assessing Loose Gravel using Audio Data

Gravel roads connect sparse populations and provide highways for agriculture and the transport of forest goods. Gravel roads are an economical choice where traffic volume is low. In Sweden, 21% of all public roads are state-owned gravel roads, covering over 20,200 km. In addition, there are some 74,...

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Bibliographic Details
Main Author: Saeed, Nausheen
Format: Others
Language:English
Published: Högskolan Dalarna, Institutionen för information och teknik 2021
Subjects:
Gravel roads
road maintenance
convolutional neural network (CNN)
SVM
decision trees
ensemble bagged trees
GoogLeNet
ResNet50
ResNet18
sound analysis
Infrastructure Engineering
Infrastrukturteknik
Computer and Information Sciences
Data- och informationsvetenskap
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:du-36402
http://nbn-resolving.de/urn:isbn:978-91-88679-14-7

Internet

http://urn.kb.se/resolve?urn=urn:nbn:se:du-36402
http://nbn-resolving.de/urn:isbn:978-91-88679-14-7

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