The landscape in 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 are increasingly accessible, empowering the field by enabling organizations of a