Computer Vision Pipeline: Camera to Robot Action

A robotics vision pipeline connects calibration, image capture, preprocessing, inference, coordinate transformation and decision logic. Each stage needs measurable accuracy and latency.

Test the pipeline with difficult lighting, occlusion and unexpected objects. A confidence score alone is not a safety mechanism; define safe fallback behaviour.