Edge AI is revolutionizing numerous industries by deploying artificial intelligence algorithms directly on edge devices. This distributed approach offers several benefits over traditional cloud-based AI, such as reduced latency, improved confidentiality, and enhanced dependability. By processing data locally, Edge AI enables real-time response in