Beverage Packaging
Label positioning, label defect inspection, and barcode / QR recognition for high-speed bottling lines.
- High-speed label positioning
- 360° label defect inspection
- Damaged or overlapped code recognition
Full-stack machine vision solutions for beverage packaging, industrial processing, and automation integration.
Label positioning, label defect inspection, and barcode / QR recognition for high-speed bottling lines.
Dimensional measurement and non-destructive appearance inspection for metal parts, tubes, and complex surfaces.
Integrating 2D/3D vision, robots, PLCs, and mechanics for grabbing, assembly, and production-line linkage.
A production-line case that connects visual positioning, post-label inspection, rejection linkage, and inspection data retention into an auditable workflow.
A station that checks character presence, clarity, offset, recognition content, and traceability binding for metal, packaging, and electronic parts.
C++/Qt-based industrial vision software for field debugging, permissions, logs, reporting, and long-term traceability.
Supporting sample management, deep-learning training, model iteration, and deployment regression validation.
Beyond algorithms, we integrate lighting, cameras, fixtures, PLCs, robots, and full-line commissioning.
Project experience, field methods, and downloadable resources are gathered here so visitors can move from technical context to solution discussion.
With sample images, cycle time, accuracy, site space, existing equipment, and communication method, we can evaluate the vision approach and delivery path quickly.