Effectiveness of Image Augmentation Techniques on Detection of Building Characteristics from Street View Images Using Deep Learning

AbstractTwo key building characteristics, namely the number of stories and typology, is vital across various domains such as construction management and architectural design. These aspects are particularly critical for disaster risk assessment and infrastructure planning. Although deep learning mode...

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Veröffentlicht in:	Journal of construction engineering and management 2024-10, Vol.150 (10)
Hauptverfasser:	Han, Jongwon, Kim, Jaejun, Kim, Seongkyung, Wang, Seunghyeon
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Construction management Data augmentation Datasets Deep learning Effectiveness Image contrast Information management Risk assessment Shearing Technical Papers
Online-Zugang:	Volltext
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