Cognex machine vision conducts cigarette package assessments, supporting tobacco producers in averting sales of defective or empty packages. Installed adjacent to rotational rollers, In-Sight 7800 executes surveillance on rapidly shifting cellophane wraps, triggering cessation upon overwrap loss or tearing occurrences. Combining integrated lighting with white LED arrays, optimum system performance emerges naturally sans additional expenses linked to pricey auxiliary lighting sources. Applying distribution graphs and contrast settings within In-Sight Resource Manager software, In-Sight 7800 readily solves this particular application.