# Comparative assessment of common pre-trained CNNs for vision-based surface defect detection of machined components

> Research article (Expert Systems with Applications, 2023) · cited 82× · AI/ML

**Wikidata**: [openalex:W4320477354](https://www.wikidata.org/wiki/openalex:W4320477354)  
**Source**: https://4ort.xyz/entity/comparative-assessment-of-common-pre-trained-cnns-for-vision-based-surface-defect-detection-of-machined-components