A Structural Damage Assessment Model Based on Deep Learning

• Published in: 2023 31st Signal Processing and Communications Applications Conference (SIU) pp. 1 - 4
• Main Authors: Taskin, G., Kaya, H., Turan, O. T., Cinar, T., Ilki, A.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 05.07.2023
• Subjects: Buildings; crack detection; Data augmentation; Deep learning; earthquake damage assessment; Earthquakes; eep learning; Load modeling; rapid screening; structural damage; Transfer learning; Urban areas

The rapid and accurate damage assessment of the buildings in the residential areas after the earthquake is an important issue for the reconstruction of the damaged cities. This study aims to automatically classify the damage conditions of structural load-bearing elements such as columns and beams wi...