Connectors & automotive electronics
Multi-view imaging for appearance and assembly inspection. A specific connector project assessed 27 defect categories at CT 500 ms.
View inspection details ↗MACHINE VISION · INSPECTION · DATA ACQUISITION
Machine vision inspection, code reading and data acquisition. Huike vision software, from sample evaluation to production-line delivery.
PRODUCTION CHALLENGES
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Multi-view imaging for appearance and assembly inspection. A specific connector project assessed 27 defect categories at CT 500 ms.
View inspection details ↗Distributed imaging stations inspect optical modules, pull tabs and PCBs using AI-assisted classification.
View inspection details ↗3D line laser and structured light for flatness, step height and gaps. A structured-light project achieved repeatability from 0.005 mm under its test conditions.
View inspection details ↗Inspection of cannulas, needles and tubing. Stable positioning and matching take priority over headline speed.
View inspection details ↗1D / 2D / DPM reading, exception handling and MES / WMS integration. A 9 mil 2D-code test recorded 99.5% read rate.
View inspection details ↗Organize solder, structural and dimension checks by inspection position and decision rule.
Connect part numbers, inspection recipes and tooling with positioning, checks and result storage.
Evaluate the code, imaging conditions and installation space together, then confirm triggering and output.
Huike software · AI inspection · 2D / 3D vision · Line integration
Software R&D · Local delivery · Asia-Pacific collaboration
Vision software · Intelligent inspection · Production integration
R&D Center
Delivery Center
Delivery Center
Asia-Pacific Center
Regional partnerships · Cross-border coordination
Connect nodes to organize image acquisition, inspection, decisions and result output.
Positioning, distance and angle measurement, appearance analysis, OCR and code reading.
Prepare annotations, train models, test and evaluate results within the same workflow.
Build operator screens that bring images, inspection results and running status together.
Connect cameras, lighting and external equipment through network, PLC, IO and Modbus interfaces.
Review saved images and results, add useful samples, and switch inspection recipes by part number.
Multi-code reading, DPM handling, exception processing and MES / WMS connectivity.
Appearance, dimension, OCR and assembly inspection with conventional algorithms and AI.
Line laser and structured light for full 3D measurement and data retention.
Matched industrial cameras, lenses, lighting and laser displacement sensors.
Positioning, pick-and-place and item traceability. A positioning-platform validation recorded 8–9 μm under its test conditions.








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Room 502, Building 4, Nanhu Future Science Park, Zhongtai Subdistrict, Yuhang, Hangzhou, Zhejiang, China.
Bac Ninh, Vietnam · Local delivery & service