The terrain of Artificial Intelligence is rapidly evolving, with a significant focus AI-enabled microcontrollers on edge computing. This approach allows computation and data processing closer to the source of data generation, enabling real-time processing. Edge AI addresses challenges associated with latency, bandwidth constraints, and data protect