The inspection image contains lens distortion
The camera is at an angle to the inspection surface
Distortion modeling is typically used to correct radial distortion introduced by a lens, or tricentennial distortion introduced by sensor misalignment. The Calibration Training Interface also corrects for perspective distortion during distortion modeling.