# Measuring visual walkability perception using panoramic street view images, virtual reality, and deep learning

> Research article (Sustainable Cities and Society, 2022) · cited 114× · AI/ML

**Wikidata**: [openalex:W4294347834](https://www.wikidata.org/wiki/openalex:W4294347834)  
**Source**: https://4ort.xyz/entity/measuring-visual-walkability-perception-using-panoramic-street-view-images-virtual-reality-and-deep-learning