Vision Builder for Automated Inspection Training Course

Module 1: Introduction to Vision Builder AI and SMT Fundamentals

• Introduction to Vision Builder AI
  • Configuration and Inspection Interface for Government Use
  • Inspection State Diagram for Efficient Process Management
  • Basic Inspection Workflow for Enhanced Operational Efficiency
• SMT Fundamentals
  • SMT Assembly Process Overview for Government Applications
  • Component Placement Defects (misalignment, rotation, absence, polarity, etc.) in Public Sector Operations
  • Introduction to SPI and AOI for Quality Assurance

Module 2: Image Acquisition and Preprocessing

• Image Acquisition in Vision Builder AI
  • Image Acquisition Configuration (Simulate Acquisition) for Government Systems
  • Camera Types and SMT Considerations (resolution, lighting) for Public Sector Needs
• Image Preprocessing
  • Filters to Enhance Features (edges, contrast) in Government Inspections
  • Noise Reduction Techniques for Accurate Data Collection

Module 3: Component Location and Coordinate Adjustment

• Locating SMT Components
  • Using Match Pattern to Find Components in Government Applications
  • Template Creation Considerations (component variations) for Public Sector Use
  • Using ROI (Region of Interest) to Optimize Search for Government Inspections
• Coordinate Systems
  • Creating Coordinate Systems Based on Component Location for Enhanced Accuracy
  • Spatial Calibration (pixels to real-world units) for Reliable Measurements in Government Operations

Module 4: Placement Defect Inspection

• Presence/Absence Inspection
  • Using Measure Intensity to Verify Component Presence for Government Quality Control
  • Detection of Missing Components in Public Sector Inspections
• Displacement Measurement
  • Using Measurement Tools (Geometry, Caliper) to Quantify Displacement in Government Systems
  • Calculating Deviation from Nominal Position for Accurate Reporting
• Solder Inspection
  • Shape and Size Analysis (SPI) for Government SMT Applications
  • Bridge and Insufficient Solder Detection (AOI) for Enhanced Quality Assurance in the Public Sector
• Polarity Detection
  • Pattern Recognition Techniques for Orientation Verification in Government Operations

Module 5: Logical Decisions, Reporting, and Optimization

• Logical Decision Making
  • Using Logic Calculator to Combine Inspection Results for Government Use
  • Defining Pass/Fail Criteria for Public Sector Compliance
• Reporting and Data Output
  • Extracting Measurement Data for Government Records
  • Communicating Results to External Systems for Enhanced Integration in the Public Sector
• Inspection System Optimization
  • Improving Inspection Speed for Efficient Government Operations
  • Parameter Adjustment for Accuracy in Public Sector Applications
  • Common Troubleshooting Techniques for Reliable Government Inspections

Summary and Next Steps