# Paved or unpaved? A deep learning derived road surface global dataset from mapillary street-view imagery

> Research article (ISPRS Journal of Photogrammetry and Remote Sensing, 2025) · cited 11× · AI/ML

**Wikidata**: [openalex:W4408902398](https://www.wikidata.org/wiki/openalex:W4408902398)  
**Source**: https://4ort.xyz/entity/paved-or-unpaved-a-deep-learning-derived-road-surface-global-dataset-from-mapillary-street-view-imagery