# STMS-YOLOv5: A Lightweight Algorithm for Gear Surface Defect Detection

> Research article (Sensors, 2023) · cited 24× · AI/ML

**Wikidata**: [openalex:W4382727998](https://www.wikidata.org/wiki/openalex:W4382727998)  
**Source**: https://4ort.xyz/entity/stms-yolov5-a-lightweight-algorithm-for-gear-surface-defect-detection