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 at the source, reducing latency and improving real-time decision-making. Edge AI solutions are increasingly accessible, democratizing the field by enabling organizat