# Impact of annotation quality on model performance of welding defect detection using deep learning

> Research article (Welding in the World, 2024) · cited 22× · AI/ML

**Wikidata**: [openalex:W4392272362](https://www.wikidata.org/wiki/openalex:W4392272362)  
**Source**: https://4ort.xyz/entity/impact-of-annotation-quality-on-model-performance-of-welding-defect-detection-using-deep-learning