Cities are more than just bricks and mortar; they are defined by how they make us feel. This project uses Artificial Intelligence to quantify the "human experience" of the streetscape.
We harvested thousands of Street View images and analyzed them using computer vision models trained on human preferences. The result is a comprehensive map of Safety, Beauty, Liveliness, and more.
An AI is only as good as its training. We are currently validating these scores against local knowledge. You can help us by comparing pairs of images and telling us which one you prefer.
Start Comparing Images →