Road Towing and Accident Handling Dataset

The current transportation industry faces numerous challenges in road safety management, particularly in accident handling and towing dispatch efficiency. Traditional methods often rely on manual judgment and experience, which are inefficient and prone to errors. Existing solutions mostly involve static monitoring, lacking real-time responsiveness and intelligent analysis. The construction of this dataset aims to enhance the accuracy and timeliness of target detection technology by providing comprehensive road towing and accident data. The dataset includes images under various weather and lighting conditions to reflect real scenarios. Data collection employs high-definition camera equipment for around-the-clock monitoring on major city roads and accident-prone areas, ensuring data diversity and representativeness. Regarding quality control, a multi-round annotation mechanism was employed, and consistency checks were conducted by professionals to ensure annotation accuracy. Data is stored in JPEG format, organized chronologically, facilitating subsequent analysis and processing.