The future of artificial intelligence necessitates a paradigm evolution. Centralized designs are reaching their limits, hampered by latency and bandwidth issues. This underscores the increasing need to distribute intelligence, pushing processing power to the frontier. Edge devices offer a compelling solution by bringing computation closer to source

As technology progresses, the demand for instantaneous data analysis is soaring. Centralized cloud computing, while powerful, can face challenges in terms of latency and bandwidth. This is where Edge AI emerges as a transformative technology, bringing intelligence directly to the source of data generation. By deploying models on edge devices, such