The landscape of artificial intelligence is rapidly evolve, with a growing emphasis on executing models directly at the edge. This paradigm shift enables immediate decision making and processing, unlocking unprecedented capabilities in diverse fields such as manufacturing. Edge intelligence empowers systems to process data locally, minimizing laten