# Automatic concrete sidewalk deficiency detection and mapping with deep learning

> Research article (Expert Systems with Applications, 2022) · cited 23× · AI/ML

**Wikidata**: [openalex:W4283707187](https://www.wikidata.org/wiki/openalex:W4283707187)  
**Source**: https://4ort.xyz/entity/automatic-concrete-sidewalk-deficiency-detection-and-mapping-with-deep-learning