Turnkey Industrial Vision Implementations
Addressing challenging discrete manufacturing defect detection, barcode/OCR readability, and autonomous parameter tuning.
Machine Vision Inspection
Traditional rule-based computer vision often struggles with surface texture variations, scratches, and micro-defects. VISIONGO combines deterministic 2D/3D algorithms in VisionRuntime with local neural verification in VisionEdge to detect microscopic scratches, dents, and assembly errors at up to 120 FPS.
- Sub-millimeter dimensional measurement accuracy
- Over 99.8% true defect capture rate
- Under 15ms end-to-end inspection cycle time
- Direct PLC reject gate triggering via fieldbus
OCR & Industrial Code Inspection
Direct Part Marking (DPM) on curved metal, reflective glass, and stamped plastic presents extreme lighting and contrast challenges. The VISIONGO platform integrates specialized pre-processing pipelines with edge deep learning to decode degraded codes and verify critical regulatory compliance.
- Resilient reading on low-contrast curved metallic surfaces
- ISO/IEC 15415 and AIM DPM quality grade scoring
- Real-time optical character verification (OCV) for batch validation
- Audit trail logging with tamper-resistant local records
PCB & Electronics Inspection
High-density SMT and PCB manufacturing requires ultra-fast inspection across thousands of solder points and miniature components. VisionStudio accelerates complex multi-ROI recipe creation, while VisionRuntime and VisionEdge achieve zero-latency fault isolation directly inline with SMT placement machines.
- Simultaneous multi-ROI inspection of 500+ SMD components per board
- Microscopic solder bridge and tombstoning classification
- Rapid CAD/Gerber file import and coordinate alignment
- Closed-loop feedback to pick-and-place placement feeders
Industrial AI Assistance
When production lines face environmental drift—such as ambient light fluctuations or mechanical wear—VisionEdge automatically diagnoses the root cause and recommends or executes calibrated compensations. VisionCloud provides cross-plant historical incident reasoning to resolve recurring bottlenecks.
- Eliminates up to 85% of false-reject nuisance stops
- Self-diagnoses optical degradation and lighting wear
- Local edge operation protects proprietary CAD and product designs
- Accelerates mean time to repair (MTTR) from hours to minutes
Vision Workflow Automation
Standardize the fragmented landscape of camera brands, lighting controllers, and proprietary software. With VISIONGO SDK and open schemas, automation teams build modular, maintainable vision applications that scale seamlessly from a single test bench to hundreds of production lines worldwide.
- Vendor-agnostic camera and sensor connectivity
- Standardized C++ and Python SDK protocol contracts
- Version-controlled inspection recipes with instant deployment
- Seamless MES/SCADA integration via OPC UA and REST APIs