The landscape of artificial intelligence continues to evolve, with a growing emphasis on executing models directly at the edge. This paradigm shift promotes real-time decision making and processing, unlocking unprecedented capabilities in diverse fields such as healthcare. Edge intelligence empowers devices to analyze data locally, minimizing laten