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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

Whole-Body Vehicle Inspection: Image Acquisition for the Dispatch YardAUTOMOTIVE

Whole-Body Vehicle Inspection: Image Acquisition for the Dispatch Yard

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Automated Paint & Surface Inspection for High-Gloss Automotive FinishesAUTOMOTIVE

Automated Paint & Surface Inspection for High-Gloss Automotive Finishes

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AI-Powered Inline Vision Inspection for Pharmaceutical Blister Pack PackagingPHARMA

AI-Powered Inline Vision Inspection for Pharmaceutical Blister Pack Packaging

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Pallet-Level Serialization & Aggregation System for Pharma PackagingPHARMA

Pallet-Level Serialization & Aggregation System for Pharma Packaging

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Visual Inspection Automation for Pharmaceutical Vials & AmpoulesPHARMA

Visual Inspection Automation for Pharmaceutical Vials & Ampoules

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Real-Time Video Analytics for Manufacturing Safety & Line EfficiencySAFETY

Real-Time Video Analytics for Manufacturing Safety & Line Efficiency

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Bearing Ring Inspection — Inline Raceway Surface & Bore Dimensional InspectionBEARINGS

Bearing Ring Inspection — Inline Raceway Surface & Bore Dimensional Inspection

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Piston & Con-Rod Assembly Verification for Engine ManufacturingAUTOMOTIVE

Piston & Con-Rod Assembly Verification for Engine Manufacturing

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Multi-Lane Biscuit Counting with One CameraFMCG

Multi-Lane Biscuit Counting with One Camera

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Bottle Cap Counting with In-Line Defect DetectionFMCG

Bottle Cap Counting with In-Line Defect Detection

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AI-Powered Cashew Kernel Inspection & GradingFMCG

AI-Powered Cashew Kernel Inspection & Grading

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AI-Powered Seed Quality Inspection & AnalysisAGRICULTURE

AI-Powered Seed Quality Inspection & Analysis

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AI-Powered Label Print Inspection: Verifying Every Label at Press SpeedAI-POWERED

AI-Powered Label Print Inspection: Verifying Every Label at Press Speed

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Black Dot & Surface Defect Detection on Extruded Plastic TubesINDUSTRY

Black Dot & Surface Defect Detection on Extruded Plastic Tubes

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AI Vision Monitoring for Fabrication Workshop Safety & QualitySAFETY

AI Vision Monitoring for Fabrication Workshop Safety & Quality

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Automated Part Counting for Mixed-SKU Electronics Using Machine Vision and Deep LearningINDUSTRY

Automated Part Counting for Mixed-SKU Electronics Using Machine Vision and Deep Learning

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Vision-Guided Hose Segregation in Post-Washing & ASRS-Integrated EnvironmentsAUTOMOTIVE

Vision-Guided Hose Segregation in Post-Washing & ASRS-Integrated Environments

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AI Vision Inspection for Structural Metal Bar FabricationSTEEL

AI Vision Inspection for Structural Metal Bar Fabrication

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NIR/SWIR Spectral Imaging for Automatic Polymer IdentificationINDUSTRY

NIR/SWIR Spectral Imaging for Automatic Polymer Identification

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Wood Plank Measurement & Defect Inspection AutomationINDUSTRY

Wood Plank Measurement & Defect Inspection Automation

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AI-Powered Final Assembly Line InspectionAI-POWERED

AI-Powered Final Assembly Line Inspection

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AI-Powered Incoming Parts Inspection for High-Mix Precision Component Supply ChainsSEMICONDUCTOR

AI-Powered Incoming Parts Inspection for High-Mix Precision Component Supply Chains

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Dense-Pack Tray Counting for Tobacco Manufacturing TraceabilityFMCG

Dense-Pack Tray Counting for Tobacco Manufacturing Traceability

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Detecting Inner-Liner Defects Before Refrigerator Foam FillingConsumer Electronics

Detecting Inner-Liner Defects Before Refrigerator Foam Filling

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Machine Vision App Notes

Whole-Body Vehicle Inspection: Image Acquisition for the Dispatch YardAUTOMOTIVE

Whole-Body Vehicle Inspection: Image Acquisition for the Dispatch Yard

READ MORE →
Automated Paint & Surface Inspection for High-Gloss Automotive FinishesAUTOMOTIVE

Automated Paint & Surface Inspection for High-Gloss Automotive Finishes

READ MORE →
AI-Powered Inline Vision Inspection for Pharmaceutical Blister Pack PackagingPHARMA

AI-Powered Inline Vision Inspection for Pharmaceutical Blister Pack Packaging

READ MORE →
Pallet-Level Serialization & Aggregation System for Pharma PackagingPHARMA

Pallet-Level Serialization & Aggregation System for Pharma Packaging

READ MORE →
Visual Inspection Automation for Pharmaceutical Vials & AmpoulesPHARMA

Visual Inspection Automation for Pharmaceutical Vials & Ampoules

READ MORE →
Real-Time Video Analytics for Manufacturing Safety & Line EfficiencySAFETY

Real-Time Video Analytics for Manufacturing Safety & Line Efficiency

READ MORE →
Bearing Ring Inspection — Inline Raceway Surface & Bore Dimensional InspectionBEARINGS

Bearing Ring Inspection — Inline Raceway Surface & Bore Dimensional Inspection

READ MORE →
Piston & Con-Rod Assembly Verification for Engine ManufacturingAUTOMOTIVE

Piston & Con-Rod Assembly Verification for Engine Manufacturing

READ MORE →
Multi-Lane Biscuit Counting with One CameraFMCG

Multi-Lane Biscuit Counting with One Camera

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Bottle Cap Counting with In-Line Defect DetectionFMCG

Bottle Cap Counting with In-Line Defect Detection

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AI-Powered Cashew Kernel Inspection & GradingFMCG

AI-Powered Cashew Kernel Inspection & Grading

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AI-Powered Seed Quality Inspection & AnalysisAGRICULTURE

AI-Powered Seed Quality Inspection & Analysis

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AI-Powered Label Print Inspection: Verifying Every Label at Press SpeedAI-POWERED

AI-Powered Label Print Inspection: Verifying Every Label at Press Speed

READ MORE →
Black Dot & Surface Defect Detection on Extruded Plastic TubesINDUSTRY

Black Dot & Surface Defect Detection on Extruded Plastic Tubes

READ MORE →
AI Vision Monitoring for Fabrication Workshop Safety & QualitySAFETY

AI Vision Monitoring for Fabrication Workshop Safety & Quality

READ MORE →
Automated Part Counting for Mixed-SKU Electronics Using Machine Vision and Deep LearningINDUSTRY

Automated Part Counting for Mixed-SKU Electronics Using Machine Vision and Deep Learning

READ MORE →
Vision-Guided Hose Segregation in Post-Washing & ASRS-Integrated EnvironmentsAUTOMOTIVE

Vision-Guided Hose Segregation in Post-Washing & ASRS-Integrated Environments

READ MORE →
AI Vision Inspection for Structural Metal Bar FabricationSTEEL

AI Vision Inspection for Structural Metal Bar Fabrication

READ MORE →
NIR/SWIR Spectral Imaging for Automatic Polymer IdentificationINDUSTRY

NIR/SWIR Spectral Imaging for Automatic Polymer Identification

READ MORE →
Wood Plank Measurement & Defect Inspection AutomationINDUSTRY

Wood Plank Measurement & Defect Inspection Automation

READ MORE →
AI-Powered Final Assembly Line InspectionAI-POWERED

AI-Powered Final Assembly Line Inspection

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AI-Powered Incoming Parts Inspection for High-Mix Precision Component Supply ChainsSEMICONDUCTOR

AI-Powered Incoming Parts Inspection for High-Mix Precision Component Supply Chains

READ MORE →
Dense-Pack Tray Counting for Tobacco Manufacturing TraceabilityFMCG

Dense-Pack Tray Counting for Tobacco Manufacturing Traceability

READ MORE →
Detecting Inner-Liner Defects Before Refrigerator Foam FillingConsumer Electronics

Detecting Inner-Liner Defects Before Refrigerator Foam Filling

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