# Detection of Transmission Line Insulator Defects Based on an Improved Lightweight YOLOv4 Model

> Research article (Applied Sciences, 2022) · cited 100× · AI/ML

**Wikidata**: [openalex:W4229005974](https://www.wikidata.org/wiki/openalex:W4229005974)  
**Source**: https://4ort.xyz/entity/detection-of-transmission-line-insulator-defects-based-on-an-improved-lightweight-yolov4-model