# Image-based roughness estimation of laser cut edges with a convolutional neural network

> Research article (Procedia CIRP, 2020) · cited 25× · AI/ML

**Wikidata**: [openalex:W3089161410](https://www.wikidata.org/wiki/openalex:W3089161410)  
**Source**: https://4ort.xyz/entity/image-based-roughness-estimation-of-laser-cut-edges-with-a-convolutional-neural-network