Projekt QT-PIE.

Medverkande i advisory and reference group: Jan Andersson Statens väg- och transportforskningsinstitut (VTI).

This study introduces the Quantitative Tool for Practical-driving Improvement and Evaluation (QTPIE), a sophisticated method integrating eye tracking and artificial intelligence to comprehensively assess driving performance. This innovative system employs state-of-the-art technology to evaluate driving skills with precision. It analyzes diverse driver behaviors and interactions through eye tracking, computer vision, and vehicular dynamics data. The initial phase involved an in-depth analysis of Trafikverket examiner evaluation frameworks. This entailed literature review, interviews, and focus groups with examiners to prioritize crucial regulations. This insight informed the software training, enabling a digital evaluation approach. QTPIE's effectiveness was evident in its use as a pre-test tool, garnering positive feedback from examiners and experts. A functional graphical user interface was developed, displaying synchronized eye gaze overlays, object detections, GPS visualization, panoramic videos, and vehicular data.