# A study on the roughness detection for machined surface covered with chips based on deep learning

> Research article (Journal of Manufacturing Processes, 2022) · cited 14× · AI/ML

**Wikidata**: [openalex:W4303453729](https://www.wikidata.org/wiki/openalex:W4303453729)  
**Source**: https://4ort.xyz/entity/a-study-on-the-roughness-detection-for-machined-surface-covered-with-chips-based-on-deep-learning