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Manufacturing
10 weeks
Manufacturing Client

VisionQC

Automated Quality Inspection

Full ROI achieved within 4 months.

97%Detection accuracy
0False negatives in 30-day audit
130+Units inspected/hour
60%QC labor cost reduction
The Challenge

Replace manual quality inspection on a high-throughput production line. Required sub-millimeter defect detection at production speed with zero tolerance for missed defects.

Our Approach

Custom object detection model fine-tuned on production-specific defect taxonomy. Edge deployment with automated retraining pipeline and PLC integration for automatic reject routing.

Tech Stack
Object DetectionTensorRTPLC IntegrationEdge DeploymentActive Learning

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