Bottom Camera Exposure for OpenPnP: A Calibration Guide That Actually Explains Why
The bottom camera is arguably the most important vision system on your desktop pick-and-place. It's what verifies that the component is correctly oriented on the nozzle before placement. Get the exposure wrong, and you're either blind to misaligned parts or drowning in false detections.
Most OpenPnP guides tell you to "adjust exposure until it looks right." That's not helpful. Here's what's actually happening and how to calibrate it properly.
