Machine Vision & Deep Neural Networks
Traditional inductive loop-triggered Optical Character Recognition (OCR) has been completely replaced by embedded deep learning NPU hardware. Edge-based Convolutional Neural Networks (CNN) process dual-spectrum sensor feeds directly inside the camera housing, eliminating bandwidth bottlenecks and enabling license plate capture at dynamic angles up to 45 degrees, sub-freezing temperatures, and high solar reflections.