AI Printing Label Defect Detection Machine
Our advanced Printing Label Defect Detection System integrates hyperspectral imaging and deep learning to deliver
uncompromising quality control for labels across pharmaceutical,
FMCG, and industrial packaging lines. Engineered for high-speed
production environments, this AI vision solution achieves 99.99% detection accuracy at speeds up to 300 meters/minute.
Core Technology:
Multi-modal imaging: 8K line-scan cameras (x3) with coaxial, dome, and UV lighting
Defect-recognition AI: Convolutional Neural Networks trained on 5M+ defect samples
Real-time spectral analysis: 10-band hyperspectral imaging (400-1700nm)
Technical Specifications:
Resolution: 12µm/pixel @ 300m/min
Accuracy: 6σ process capability (Ppk ≥2.0)
Lighting: Adaptive LED arrays (0-100,000 lux)
Inspection Width: 50-1000mm adjustable
Industry 4.0 Integration:
Real-time SPC dashboards with OEE analytics
Automated PDF/EUDR reports with blockchain audit trails
SECS/GEM, OPC UA, and MQTT protocols
One-click changeover for 200+ label types
Validated against ISO 12647-2 (color standards) . Optional modules include:
✅ Variable data verification (GS1 Datamatrix)
✅ Tamper-evident seal inspection
✅ Migration substance detection (UV-VIS)
Target Applications:
▶ Pharma serialization labels ▶ Luxury brand holograms ▶ Chemical
GHS warnings ▶ Food freshness tags
This future-proof solution detects defects invisible to human
inspectors while achieving ROI in 4 months through scrap reduction
and recall prevention.
