This project demonstrates a real-timemotor vibration anomaly detection systemusing an STM32 microcontroller, GY-61 3-axis accelerometer, Arduino IDE, and NanoEdge AI. The system captures vibration signals from a rotating motor, collects normal and abnormal operating data, and uses NanoEdge AI Studio to benchmark and select a suitable Machine Learning library.