# Penetration state recognition based on stereo vision in GMAW process by deep learning

> Research article (Journal of Manufacturing Processes, 2023) · cited 16× · AI/ML

**Wikidata**: [openalex:W4320474827](https://www.wikidata.org/wiki/openalex:W4320474827)  
**Source**: https://4ort.xyz/entity/penetration-state-recognition-based-on-stereo-vision-in-gmaw-process-by-deep-learning