Comparison of Machine Learning, Deep Learning and Transfer Learning-Based Approaches for Crack Detection on Flexible Airport Runway Pavements Using Unmanned Aerial Vehicle Images
In this study, machine learning, deep learning and transfer learning-based approaches have been compared to determine the presence of pavement cracks of the airport runway using a total of 4032 images captured by an unmanned aerial vehicle. In the machine learning…