# Research of U-Net-Based CNN Architectures for Metal Surface Defect Detection

> Research article (Machines, 2022) · cited 69× · AI/ML

**Wikidata**: [openalex:W4225146592](https://www.wikidata.org/wiki/openalex:W4225146592)  
**Source**: https://4ort.xyz/entity/research-of-u-net-based-cnn-architectures-for-metal-surface-defect-detection