Multi-Scene Road Defect Dataset

This study utilizes an independently collected road defect dataset, comprising images from in-vehicle cameras recording traffic on highways, rural streets, and town roads across multiple areas of Jiangxi Province, China. The dataset includes 4,374 original images, from which 3,208 defect samples were identified through data screening. Initially, these images were manually labeled into six categories such as transverse cracks, longitudinal cracks, cracks, blurred markings, potholes and splice cracks. Due to privacy and intellectual property considerations. Only a subset of the custom datasets is provided for demonstration purposes in the `datasets/partial_dataset` directory. The public datasets in `datasets/public_dataset` can be downloaded from their respective sources.