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