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The landscape of artificial intelligence has dramatically evolve, with a growing emphasis on deploying models directly at the edge. This paradigm shift promotes instantaneous decision making and processing, unlocking groundbreaking capabilities in diverse fields such as healthcare. Edge intelligence empowers devices to analyze data locally, minimiz