AI + Machine Vision
A deep-learning-based industrial vision inspection system for automated product-quality inspection. Combining computer vision and AI, it gives smart manufacturing its "intelligent eye."
Core Capabilities
Defect Detection
Deep-learning algorithms automatically identify surface defects, with accuracy above 99%.
Dimensional Measurement
Sub-pixel-precision measurement for micron-level dimensional inspection.
Object Recognition
Real-time workpiece recognition and localization, supporting multi-target detection in complex scenes.
Use Cases
Surface Defect Detection
Detects scratches, dents, stains, and other surface defects -- replacing manual inspection to improve efficiency and accuracy.
Industries
Consumer electronics, automotive parts, textiles
Precision Dimensional Measurement
Non-contact, high-precision dimensional measurement, monitoring in real time whether products meet spec.
Industries
Precision manufacturing, PCB, semiconductor
Character Recognition (OCR)
Reads serial numbers, production dates, QR codes, and other markings on products to enable traceability.
Industries
Packaging, logistics, food & beverage
Assembly Verification
Checks whether components are correctly assembled and flags missing or incorrect parts, ensuring assembly quality.
Industries
Automotive manufacturing, home-appliance assembly
Color Sorting
Precisely identifies and classifies product color, ensuring appearance consistency.
Industries
Apparel, printing, cosmetics
Robot Vision Guidance
Gives robots visual-positioning capability, guiding precise pick-and-place of workpieces.
Industries
Smart warehousing, automated production lines
Technology Stack
Image Capture
Industrial cameras, lighting systems, and lens components form a high-quality image-capture system
Image Preprocessing
Denoising, enhancement, and correction algorithms improve image quality
AI Detection Algorithms
CNN, YOLO, Transformer, and other deep-learning models power intelligent detection
Result Output
Visualized detection results, statistical analysis, and integration with MES/ERP systems
Technical Advantages
High Accuracy
Deep-learning models trained on large datasets achieve over 99% detection accuracy, far exceeding manual inspection
High-Speed Inspection
Millisecond-level detection speed meets high-speed production-line demands without affecting takt time
Continuous Learning
Supports online learning and model updates, continuously improving detection performance as data accumulates
Easy Deployment
Modular design with edge-computing support enables rapid deployment on the production floor
Coming soon
The AI + Machine Vision solution is in active development -- stay tuned.