Get in touch

We'd love to hear from you.

Questions about the methodology, ideas for extending the pilot, or just want to talk pedestrian infrastructure? Reach out to the team behind Streetscape AI.

The team

Who built this.

Streetscape AI is a MUSA Practicum project at the University of Pennsylvania, Spring 2026.

Product Manager

Zhanchao Yang

Leads product strategy and stakeholder communication. Translates planning-team needs into a workflow that can be defended in a meeting and repeated next year.

Deep Learning Urban Planning UPenn MUSA

Chief Deep Learning Engineer

Zicheng Xiang

Designs and trains the YOLO and U-Net models, manages the computer-vision pipeline, and turns raw detection outputs into defensible planning data.

Deep Learning Computer Vision UPenn MUSA

Ready to explore?

See the city the way pedestrians do.

Open the explorer, pick a neighborhood, and start auditing crossings in the next five minutes. No login, no install.