As the demand for intelligent devices continues to soar, edge AI is emerging as a revolutionary force. By bringing computationpower closer to the source, edge AI enables devices to process data in real time, leading to quicker actions and improved performance. This trend empowers a new generation of smartobjects capable of learninggrowing and inter