Error detection for reflective surfaces with Deep Learning
Application and Solution
The transparency of glass vials makes it difficult to distinguish breakage from dirt on the front or back. This is where rule-based machine vision reaches its limits. ViDi Detect can accurately distinguish the variation of natural parts from anomalies by training on a reference set of good parts under variable lighting conditions and amounts of dirt.
- Detection of fractures in the glass
- Detecting dirt on the glass