# Enhanced Detection of Subway Insulator Defects Based on Improved YOLOv5

> Research article (Applied Sciences, 2023) · cited 12× · AI/ML

**Wikidata**: [openalex:W4389441979](https://www.wikidata.org/wiki/openalex:W4389441979)  
**Source**: https://4ort.xyz/entity/enhanced-detection-of-subway-insulator-defects-based-on-improved-yolov5