The landscape in artificial intelligence continues to be rapidly evolving, with a notable shift towards edge computing. This paradigm brings significant advantages by processing data locally, reducing latency and optimizing real-time decision-making. Edge AI solutions embrace increasingly accessible, democratizing the field by enabling organization