The world of artificial intelligence is rapidly evolving. Traditionally, AI has been reliant on cloud computing on powerful servers to process information. However, a new paradigm is emerging: Edge AI. This groundbreaking technology extends intelligence directly to the point of action, enabling real-time processing and unprecedented benefits. Use