Integrated ground penetrating radar and deep learning approach for rebar diameter classification in concrete elements

Smart Concrete Testing with GPR and Deep Learning to Transform Rebar Detection Smart Concrete Testing with GPR and Deep Learning to Transform Rebar Detection

Smart Concrete Testing with GPR and Deep Learning to Transform Rebar Detection Reinforced concrete has been the backbone of modern infrastructure for over a century, but evaluating its integrity has always posed challenges. Traditional inspection methods often rely on destructive testing, which compromises the very structures engineers are trying to protect. This approach not only risks weakening the building but is also time-consuming, costly, …

Integrated ground penetrating radar and deep learning approach for rebar diameter classification in concrete elements

With the development of civil and infrastructure engineering, the inspection and evaluation of reinforced concrete quality have become increasingly crucial. Traditional evaluation methods for reinforced rebar in concrete elements are mostly destructive, which may damage the building structure and have limitations in efficiency and accuracy. However, the integration of non-destructive testing techniques and artificial intelligence has provided ne…