Vision-Assisted Pick Fixture

The question

Can a sub-$300 camera rig place small parts accurately enough to be worth the setup time?

Where it stands

Fiducial detection is reliable under steady light and falls apart under the workshop LEDs, which flicker at roughly twice the camera frame rate. The rolling shutter turns that flicker into banding straight across the fiducial.