Machine Vision with Deep Learning
Problem: Component surface defects detection
Technology: Deep Learning Machine Vision (DLMV)
- Evaluate 3 component applications for best fit to DLMV
- Create a labeled data set for training and testing
- Identify DL algorithms for defect detection and classification
- Compare commercial SW vs open source algorithms for future applications
- Compare & apply custom developed DL models with commercial SW
- Augment JTEKT’s inspection capabilities with (DLMV) technology
Solution: Develop model to deploy in multiple plants
