As the requirement for intelligent devices continues to climb, edge AI is emerging as a revolutionary force. By bringing computationintelligence closer to the data, edge AI enables devices to interpret data in real time, leading to quicker decisions and optimized performance. This shift empowers a new generation of smartdevices capable of learninge