Barcode detection and reading is an application typically ran using an accelerated industrial PC running a mix of traditional and AI/ML based algorithms. As designers look to reduce the cost of deployment, cameras with built-in barcode reading capabilities enable simpler implementation of the application.
This reference design demonstrates the barcode detection using the CertusPro-NX Voice and Vision Machine Learning Board that implements camera barcode detection capabilities based on Yolov5 NN models.