# Defect Detection for Metal Shaft Surfaces Based on an Improved YOLOv5 Algorithm and Transfer Learning

> Research article (Sensors, 2023) · cited 14× · AI/ML

**Wikidata**: [openalex:W4362671914](https://www.wikidata.org/wiki/openalex:W4362671914)  
**Source**: https://4ort.xyz/entity/defect-detection-for-metal-shaft-surfaces-based-on-an-improved-yolov5-algorithm-and-transfer-learning