Introduction The integration of Artificial Intelligence (AI) into embedded systems is rapidly transforming the world of technology. As industries seek smarter, more efficient devices, the marriage of AI and embedded systems offers immense potential. This union is redefining the capabilities of everyday objects, from autonomous vehicles to smart