Detecting Building Defects

Identifying defects on the external surfaces of buildings

Official repository for the paper: Yadhunath, R., Srikanth, S., Sudheer, A., Jyotsna, C. and Amudha, J., 2022. Detecting surface cracks on buildings using computer vision: an experimental comparison of digital image processing and deep learning. In Soft Computing and Signal Processing (pp. 197-210). Springer, Singapore.

Original Contributors :

• Ramshankar Yadhunath
• Srivenkata Srikanth
• Arvind Sudheer

The data used can be found here: Surface Cracks Detection Datasets

Initially Proposed Architecture

CNN Architecture

DIP-based Method Architecture