The landscape in artificial intelligence has been rapidly evolving, with a notable shift towards edge computing. This paradigm presents significant advantages by processing data locally, reducing latency and enhancing real-time decision-making. Edge AI solutions have become increasingly accessible, revolutionizing the field by enabling organization