Tag: aesthetic inspection of metal parts

Aesthetic / cosmetic inspection of metal parts — surgical screws, watch components, polished and shiny stainless surfaces. Deep learning detects scratches, dents, anomalous textures and reflectivity changes that vary too much for rule-based vision. Linked write-ups show real production lines and integration patterns.