Design of Automated Visual Inspection System for Beverage Industry Production Line
Subhransu Padhee, Durgesh Nandan
Abstract
This paper provides an overall design and implementation perspective of a laboratory-scale automated visual inspection system for the beverage industry's production line. A case study has been undertaken where the image processing algorithm inspects the beverage bottle for any defects. Different defects such as improper labeling and improper liquid level can be detected using the image processing algorithm. A laboratory prototype of the conveyor belt has been built, and a prototype filling plant has been established to verify the simulation results.
Topics & Concepts
Production lineConveyor beltVisual inspectionComputer scienceAutomated X-ray inspectionImage processingComputer visionBottleLine (geometry)Production (economics)Perspective (graphical)GrayscaleEngineering drawingArtificial intelligenceBeverage industryImage (mathematics)EngineeringMechanical engineeringMathematicsEconomicsGeometryCommerceBusinessMacroeconomicsIndustrial Vision Systems and Defect DetectionImage and Object Detection TechniquesManufacturing Process and Optimization