The boundary of intelligence is continuously shifting as computing power migrates to the edge. This decentralized paradigm empowers applications with real-time understanding, enabling a {novel set of possibilities. From smart cities, the ability to interpret data locally unlocks revolutionary advancements. Exploiting cutting-edge algorithms Fine-