The landscape of artificial intelligence continues to evolve, with a growing emphasis on deploying models directly at the edge. This paradigm shift facilitates instantaneous decision making and processing, unlocking groundbreaking capabilities in diverse fields such as manufacturing. Edge intelligence empowers devices to interpret data locally, min