In high-speed manufacturing environments, human visual inspection cannot keep pace with continuous output. Edge computer vision provides automated, sub-millimeter defect detection at wire speed.
Overcoming Edge Hardware Constraints
By quantizing models with TensorRT and ONNX Runtime, neural networks execute directly on industrial edge gateways without streaming sensitive plant video feeds across the public cloud.
