Manufacturing & Industrial Computer Vision & Visual AI

Automated Quality Inspection for Commercial Automotive Manufacturing

PyTorchResNet-50TensorRTEdge AI

The Challenge

A leading multi-national vehicle manufacturer relied on manual visual inspection for 500+ critical engine parts. High fatigue led to a 5% defect leakage, causing expensive assembly line halts and aftermarket recalls.

Our Solution

We deployed a high-speed Computer Vision system at the edge. Using custom-trained Deep Learning models (ResNet-50 & TensorRT), we achieved real-time detection of micro-cracks and misalignment with sub-millisecond latency.

Business Impact

99.8%Detection Accuracy
40%Reduction in Rework Costs
ZeroManual Fatigue Errors

Related Case Studies