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