Automatic Damage Detection on Traditional Wooden Structures with Deep Learning-Based Image Classification Method

Automatic Damage Detection on Traditional Wooden Structures with Deep Learning-Based Image Classification Method

Wood has a long history of being used as a valuable resource when it comes to building materials. Due to various external factors, in particular the weather, wood is liable to progressive damage over time, which negatively impacts the endurance of wooden structures. Damage assessment is key in under...

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Bibliographic Details
Main Authors: Kemal Haciefendioglu, Hasan Basri Başaga, Murat Emre Kartal, Mehmet Ceyhun Bulut
Format: Article
Language:English
Published: University of Zagreb, Faculty of Forestry and Wood Technology 2022-01-01
Series:Drvna Industrija
Subjects:
deep learning method
convolutional neural networks
mobilenet_v2
inception_v3
resnet_ v2_50
wooden structures
Online Access:https://hrcak.srce.hr/file/403148

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