Application notes
Real applications, documented
Detailed technical notes on how Qualitas EagleEye® solves specific inspection challenges across pharma, automotive, FMCG, and metals.
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Recently Posted App Notes
AUTOMOTIVEWhole-Body Vehicle Inspection: Image Acquisition for the Dispatch Yard
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AUTOMOTIVEAutomated Paint & Surface Inspection for High-Gloss Automotive Finishes
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PHARMAAI-Powered Inline Vision Inspection for Pharmaceutical Blister Pack Packaging
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PHARMAPallet-Level Serialization & Aggregation System for Pharma Packaging
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PHARMAVisual Inspection Automation for Pharmaceutical Vials & Ampoules
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SAFETYReal-Time Video Analytics for Manufacturing Safety & Line Efficiency
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BEARINGSBearing Ring Inspection — Inline Raceway Surface & Bore Dimensional Inspection
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AUTOMOTIVEPiston & Con-Rod Assembly Verification for Engine Manufacturing
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FMCGMulti-Lane Biscuit Counting with One Camera
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FMCGBottle Cap Counting with In-Line Defect Detection
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FMCGAI-Powered Cashew Kernel Inspection & Grading
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AGRICULTUREAI-Powered Seed Quality Inspection & Analysis
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AI-POWEREDAI-Powered Label Print Inspection: Verifying Every Label at Press Speed
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INDUSTRYBlack Dot & Surface Defect Detection on Extruded Plastic Tubes
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SAFETYAI Vision Monitoring for Fabrication Workshop Safety & Quality
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INDUSTRYAutomated Part Counting for Mixed-SKU Electronics Using Machine Vision and Deep Learning
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AUTOMOTIVEVision-Guided Hose Segregation in Post-Washing & ASRS-Integrated Environments
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STEELAI Vision Inspection for Structural Metal Bar Fabrication
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INDUSTRYNIR/SWIR Spectral Imaging for Automatic Polymer Identification
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INDUSTRYWood Plank Measurement & Defect Inspection Automation
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AI-POWEREDAI-Powered Final Assembly Line Inspection
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SEMICONDUCTORAI-Powered Incoming Parts Inspection for High-Mix Precision Component Supply Chains
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FMCGDense-Pack Tray Counting for Tobacco Manufacturing Traceability
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Consumer ElectronicsDetecting Inner-Liner Defects Before Refrigerator Foam Filling
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Machine Vision App Notes
ENGINEERING TOOLSBearing Cage Surface Inspection
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ENGINEERING TOOLSGrinding Disc Surface Inspection
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AUTOMOTIVE INDUSTRIESGear Teeth Counting and Classification
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CONSUMER ELECTRONICSRefrigerator Panel Hole Counting
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AUTOMOTIVE INDUSTRIESAutomotive Part Classification and Inventory Tracking
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PHARMAPharmaceutical Label Inspection
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CONSUMER ELECTRONICSTelevision Packaging Completeness Verification
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LOGISTICS AND PACKINGPallet SKU Counting and Verification
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CONSUMER ELECTRONICSFerrite Core Dimensional Measurement
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AUTOMOTIVE INDUSTRIESEngine Component OCR and Traceability
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ENGINEERING TOOLSPaper Web Defect Inspection
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ENGINEERING TOOLSProtein Filter Surface Inspection
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PHARMAHigh-Speed Pharmaceutical Code Reading
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AUTOMOTIVE INDUSTRIESSticker Classification and Verification
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LOGISTICS AND PACKINGCode Reading on Palletized Cartons
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OIL AND GASVision-Guided Cylinder Pick and Place
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ENGINEERING TOOLSBearing Roller Surface Inspection
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LOGISTICS AND PACKINGBottle Cap, Level, Label and Code Inspection
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FMCGPizza Topping Distribution Inspection
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FMCGTobacco Leaf Appearance Classification
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ENGINEERING TOOLSBanknote Serial-Number Reading
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ENGINEERING TOOLSUV-Assisted Surface Inspection
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STEEL INDUSTRIESSteel Pipe Character Reading
READ MORE →AUTOMOTIVEWhole-Body Vehicle Inspection: Image Acquisition for the Dispatch Yard
READ MORE →AUTOMOTIVEAutomated Paint & Surface Inspection for High-Gloss Automotive Finishes
READ MORE →PHARMAAI-Powered Inline Vision Inspection for Pharmaceutical Blister Pack Packaging
READ MORE →PHARMAPallet-Level Serialization & Aggregation System for Pharma Packaging
READ MORE →PHARMAVisual Inspection Automation for Pharmaceutical Vials & Ampoules
READ MORE →SAFETYReal-Time Video Analytics for Manufacturing Safety & Line Efficiency
READ MORE →BEARINGSBearing Ring Inspection — Inline Raceway Surface & Bore Dimensional Inspection
READ MORE →AUTOMOTIVEPiston & Con-Rod Assembly Verification for Engine Manufacturing
READ MORE →FMCGMulti-Lane Biscuit Counting with One Camera
READ MORE →FMCGBottle Cap Counting with In-Line Defect Detection
READ MORE →FMCGAI-Powered Cashew Kernel Inspection & Grading
READ MORE →AGRICULTUREAI-Powered Seed Quality Inspection & Analysis
READ MORE →AI-POWEREDAI-Powered Label Print Inspection: Verifying Every Label at Press Speed
READ MORE →INDUSTRYBlack Dot & Surface Defect Detection on Extruded Plastic Tubes
READ MORE →SAFETYAI Vision Monitoring for Fabrication Workshop Safety & Quality
READ MORE →INDUSTRYAutomated Part Counting for Mixed-SKU Electronics Using Machine Vision and Deep Learning
READ MORE →AUTOMOTIVEVision-Guided Hose Segregation in Post-Washing & ASRS-Integrated Environments
READ MORE →STEELAI Vision Inspection for Structural Metal Bar Fabrication
READ MORE →INDUSTRYNIR/SWIR Spectral Imaging for Automatic Polymer Identification
READ MORE →INDUSTRYWood Plank Measurement & Defect Inspection Automation
READ MORE →AI-POWEREDAI-Powered Final Assembly Line Inspection
READ MORE →SEMICONDUCTORAI-Powered Incoming Parts Inspection for High-Mix Precision Component Supply Chains
READ MORE →FMCGDense-Pack Tray Counting for Tobacco Manufacturing Traceability
READ MORE →Consumer ElectronicsDetecting Inner-Liner Defects Before Refrigerator Foam Filling
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