The landscape of artificial intelligence continues to evolve, with a growing emphasis on implementing models directly at the edge. This paradigm shift promotes immediate decision making and processing, unlocking unprecedented capabilities in diverse fields such as manufacturing. Edge intelligence empowers systems to interpret data locally, minimizi