- Article
You Only Look Once v5 and Multi-Template Matching for Small-Crack Defect Detection on Metal Surfaces
- Pallavi Dubey,
- Seth Miller,
- Elif Elçin Günay,
- John Jackman,
- Gül E. Kremer and
- Paul A. Kremer
This paper compares the performance of Deep Learning (DL) and multi-template matching (MTM) models for detecting small defects. DL models extract distinguishing features of objects but require a large dataset of images. In contrast, alternative compu...