The easiest way to count pedestrians, cyclists, and vehicles on edge computing devices or live video feeds.

Our open-source academic research files, codes, data, and so on.

Application of a convolutional neural network (CNN) to accurately classify urban sounds in a bid to increase pedestrian safety using the UrbanSound8k dataset.

Circulate San Diego: Infrastructure Data Explorer (2023)

This Unity-based VR simulation explores how distance and deceleration rates affect pedestrians' perception of vehicle slowing. Participants observe a virtual vehicle decelerating at various speeds and distances, with trials conducted in three environments: Air, Ground, and Road.