Measurement of urban vitality with time-lapsed street-view images and object-detection for scalable assessment of pedestrian-sidewalk dynamics.

With the exception of Distance from Centre, the hypothesised direction is a negative trend, indicating that a greater magnitude of a given variable is associated with greater constancy of footfall, hence a lower measure of AD-CV.

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