The landscape of artificial intelligence is rapidly evolve, with a growing emphasis on deploying models directly at the edge. This paradigm shift promotes immediate decision making and processing, unlocking AI edge computing novel capabilities in diverse fields such as manufacturing. Edge intelligence empowers devices to interpret data locally, min