The UAS4T Competition, which will be held at the 23rd IEEE International Conference on Intelligent Transportation Systems and is organized by the IEEE ITSS Technical Activities Sub-Committee “Transportation 5.0”, utilizes the πNEUMA dataset. The scope of the competition is to evaluate the accuracy of statistical or CI methods in transportation-related detection problems with specific reference in queue formation in urban…