Our planned planning camera inspection of reflective parts in a small finished-parts production cell has Universal Robots UR5e presenting a brushed stainless trim plate to a fixed camera. The example images contain bright streaks that shift with small presentation differences, yet those streaks are being labeled as scratches. Before commissioning, I'd like to establish reliable references and image conditions for threshold tuning.