The world of artificial intelligence is rapidly transforming. Traditionally, AI has been centralized on powerful computing hubs to process information. However, a new paradigm is gaining momentum: Edge AI. This groundbreaking technology extends intelligence directly to the source, enabling immediate processing and remarkable benefits. Application