The landscape of artificial intelligence is rapidly evolve, with a growing emphasis on deploying models directly at the edge. This paradigm shift enables real-time decision making and processing, unlocking unprecedented capabilities in diverse fields such as manufacturing. Edge intelligence empowers devices to interpret data locally, minimizing lat