Automated Quality Control in Manufacturing
Reduce defect rates and improve production quality with Edge AI.
Challenges of Manual Quality Control
- Human eye fatigue and 15-20% defect miss rate
- Insufficient inspection capacity on high-speed production lines
- Inconsistent quality assessments and operator dependency
- Cost of defective products reaching customers
- Late-detected production issues and high scrap rates
- Lack of digitized quality data and traceability
Olivenet Edge AI Quality Control Solution
- Real-Time Defect Detection
Inspect every product within milliseconds without slowing production. 1-10 ms inference time.
- 99.5%+ Accuracy Rate
Detect defects invisible to the human eye with deep learning models.
- 24/7 Uninterrupted Inspection
Consistent and objective quality control on every shift with tireless AI systems.
- Automatic Rejection & Reporting
Automatically reject defective products and improve your process with detailed quality reports.
- Internet-Independent Operation
Works without cloud connectivity thanks to Edge AI. Network outages don't affect production.
- Fast ROI
Recover your investment within 6-12 months through reduced scrap rates and recall costs.
System Components
Vision System
- GigE Vision industrial cameras
- Custom lighting units
- Lens and optics selection
- Mounting and alignment accessories
- Multi-camera setup
Edge Processing
- NVIDIA Jetson AI computer
- Industrial PC enclosure
- TensorRT inference engine
- GPU-accelerated processing
- Real-time data streaming
AI Software
- CNN defect classification model
- YOLO object detection
- Anomaly detection algorithm
- Model update pipeline
- Data labeling tools
Integration
- PLC/SCADA connectivity
- MES/ERP data transfer
- Reject mechanism control
- Quality dashboard
- Alert and notification system
Benefits
Defect Rate ↓
Reduce defective product rate by 90%+
Speed
Inspection without slowing production
Consistency
24/7 same-standard quality
Cost
Reduced scrap and recall costs
Data
Digital quality records and trend analysis
Frequently Asked Questions
Frequently asked questions about Edge AI quality control
Ready to Bring Your Project to Life?
Let our expert team evaluate your needs and provide tailored solution recommendations.