Deep Learning Model for Form Recognition and Structural Member Classification of East Asian Traditional Buildings

Deep Learning Model for Form Recognition and Structural Member Classification of East Asian Traditional Buildings

The unique characteristics of traditional buildings can provide fresh insights for sustainable building development. In this study, a deep learning model and methodology were developed for classifying traditional buildings by using artificial intelligence (AI)-based image analysis technology. The mo...

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Bibliographic Details
Main Authors: Seung-Yeul Ji, Han-Jong Jun
Format: Article
Language:English
Published: MDPI AG 2020-06-01
Series:Sustainability
Subjects:
East Asia
traditional buildings
deep learning
artificial intelligence
region-based convolutional neural network (R-CNN)
you only look once (YOLO)
Online Access:https://www.mdpi.com/2071-1050/12/13/5292

Internet

https://www.mdpi.com/2071-1050/12/13/5292

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