AI Vision

Computer vision systems for quality control, inspection and robotic workflows.

AI Vision

Machine vision systems for production quality and robotic automation.

Margem builds AI-assisted vision solutions that support industrial inspection, defect detection, measurement and robotic guidance in production environments.

AI Quality and Robotics

AI Vision Applications

AI vision defect inspection dashboard with detected metal part defects — **Defect Inspection**Real-time detection interface for scratches, dents, pores and geometry defects on metal parts.

AI vision color inspection dashboard for bottle label and liquid color control — **Color Inspection**Color drift analysis with label presence, OCR, barcode and overall OK/NOK decision support.

AI vision defect inspection interface for bottle surface label and cap checks — **Packaging Defect Inspection**Surface, cap, edge, label and code verification for packaged consumer products.

AI vision inspection status dashboard for packaged product defects — **Inspection Monitoring**Live production status with defect trend, confidence level, reject rate and inspection summary.

AI vision product counting dashboard with OK and NOK output lanes — **Product Counting**Conveyor tracking for counted products, ID-based detection and OK/NOK output separation.

AI vision dimension check dashboard with tolerance and measurement results — **Dimension Check**Dimensional measurement, tolerance verification, hole position checks and contour inspection.

Product Quality Control

Camera-based inspection systems for surface, geometry, assembly and process verification.

Computer Vision Pipelines

Image acquisition, preprocessing, inference and operator-facing result visualization.

Robotic Vision

Vision-guided positioning, detection and decision support for robotic cells.

Real-Time Monitoring

Live visual analytics for production lines, stations and critical process points.

Model Integration

Deployment-ready AI models connected to cameras, edge computers and control systems.

Need a tailored engineering solution? Contact Margem