Present
Guide, space and orient each product consistently.
Turn a camera application into a reliable production system with controlled presentation, tracking, rejection and operator interaction.
Good image processing cannot compensate for uncontrolled handling or an unreliable reject route.
Guide, space and orient each product consistently.
Trigger cameras and illuminate the required label views.
Apply the active recipe and create a pass/fail result.
Reject, stop, alarm and record the outcome.

Data scope is application-dependent. We define retention, storage, access and interface requirements during specification.
Total, accepted, rejected and reason-coded results by run or recipe.
Optional stored images to support investigation and tuning.
Controlled settings and change records where the selected platform supports them.
Agreed exchange with line controls, databases or production systems.
Usually, yes. A retrofit survey checks available line space, product stability, conveyor speed, electrical and PLC interfaces, reject distance, guarding and maintenance access. The result may be a compact camera-and-lighting module, a dedicated inspection conveyor, or a wider mechanical change where products need spacing, orientation or controlled rotation.
Camera hardware is only one part of the project. Product handling, controlled illumination, tracking, rejection, safety, controls and acceptance testing determine whether the system remains reliable on shift.