A Comprehensive Single-Camera Deep Learning Framework for Detecting Cracks and Potholes, Classifying Severity, and Quantifying Pothole Dimensions
Road distresses, such as potholes and multiple forms of cracking, significantly affect road safety, vehicle performance, and infrastructure quality. This study proposes a cost-effective and scalable framework leveraging monocular cameras and advanced computer vision models for detecting, classifying, and quantifying bo...