This demo showcases a smart city system design using Alveo datacenter acceleration cards for traffic monitoring, crowd statistics, license plate recognition, face mask detection. The same video analysis pipeline can be widely applied on many other smart analytics scenarios, such as smart retail, smart hospital, smart office, etc.