The landscape within artificial intelligence is rapidly evolving, with a notable shift towards edge computing. This paradigm brings significant advantages by processing data at the source, reducing latency and improving real-time decision-making. Edge AI solutions are increasingly accessible, empowering the field by enabling organizations of all si