Traffic Scene Parsing through the TSP6K Dataset

arXiv:2303.02835v2 Announce Type: replace
Abstract: Traffic scene perception in computer vision is a critically important task to achieve intelligent cities. To date, most existing datasets focus on autonomous driving scenes. We observe that the models trained on those driving datasets often yield unsatisfactory results on traffic monitoring scenes. However, little effort has been put into improving the traffic monitoring scene understanding, mainly due to the lack of specific datasets. To fill this gap, we introduce a specialized traffic monitoring dataset, …

arxiv cs.cv dataset parsing through traffic type