Development of an AI-Driven Platform for Autonomous Dashcam Data Integration with the International Road Assessment Program Visual Data Analysis for Road Safety Assessment Enhancement
Abstract. This study develops an AI-driven platform to autonomously convert unstructured dashcam footage into structured data compatible with the Visual iRAP Data Analysis (VIDA) traffic management system. The platform utilizes YOLOv7 for object detection and vehicle trajectory extraction, Natural Language Processing (...