Vibration Anomaly Detection Kit for XIAO ESP32-S3

The Vibration Anomaly Detection kit is an lightweight intelligent solution designed to monitor and identify abnormal vibration patterns in real-time. By learning a device’s normal vibration signature with minimal training data, it provides early warnings for mechanical faults, wear, or failure—preventing catastrophic damage before it happens. It’s ideal for predictive maintenance on industrial machinery, safety monitoring in vehicles, structural health assessment of bridges/buildings, ensuring precision in manufacturing/lab equipment, and enabling anomaly detection in smart appliances/IoT devices.