The sphere of artificial intelligence is undergoing a significant transformation, fueled by the rise of edge AI solutions. These innovative techniques are shifting the paradigm by pushing AI processing power to the fringe of the network, closer to the point of data generation. This {strategic{ shift offers a multitude of benefits, including real-ti