# Real-time hollow defect detection in tiles using on-device tiny machine learning

> Research article (Measurement Science and Technology, 2024) · cited 13× · AI/ML

**Wikidata**: [openalex:W4391544410](https://www.wikidata.org/wiki/openalex:W4391544410)  
**Source**: https://4ort.xyz/entity/real-time-hollow-defect-detection-in-tiles-using-on-device-tiny-machine-learning