The landscape within artificial intelligence continues to be rapidly evolving, with a notable shift towards edge computing. This paradigm presents significant advantages by processing data on-site, reducing latency and improving real-time decision-making. Edge AI solutions have become increasingly accessible, revolutionizing the field by enabling o