# CNN-based in situ tool wear detection: A study on model training and data augmentation in turning inserts

> Research article (Journal of Manufacturing Systems, 2023) · cited 55× · AI/ML

**Wikidata**: [openalex:W4324145190](https://www.wikidata.org/wiki/openalex:W4324145190)  
**Source**: https://4ort.xyz/entity/cnn-based-in-situ-tool-wear-detection-a-study-on-model-training-and-data-augmentation-in-turning-inserts