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RISEffectiveness of Image Augmentation Techniques on Detection of Building Characteristics from Street View Images Using Deep Learning
Publisher: American Society of Civil Engineers
Abstract: Two 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 ...
The Development of a Rebar-Counting Model for Reinforced Concrete Columns: Using an Unmanned Aerial Vehicle and Deep-Learning Approach
Publisher: ASCE
Abstract: Inspecting the number of rebars in each column of a reinforced concrete (RC) structure is a significant task that must be undertaken during the rebar inspection process. Conventionally, counting the rebars has relied on a ...