How good are deep learning methods for automated road safety analysis using video data? An experimental study

Qingwu Liu, Nicolas Saunier, Guillaume-Alexandre Bilodeau

Image-based multi-object detection (MOD) and multi-object tracking (MOT) are advancing at a fast pace. A variety of 2D and 3D MOD and MOT methods have been developed for monocular…