Mobile sensors, including wearable cameras, dashboard cameras, and smart glasses, are poised to revolutionize the way city workers and services operate, as well as how citizens engage with their urban environments. City workers can utilize wearable cameras and smart glasses to document their work activities in real-time, providing valuable insights into various municipal operations such as infrastructure maintenance, public safety patrols, and utility repairs. Similarly, dashboard cameras installed in city vehicles can capture crucial data during transit, such as traffic conditions, road quality, and environmental factors.