Anomaly detection in embedded devices using the Zephyr Sensor Anomalies library

Antmicro , a member company of the Zephyr Project, introduces the Zephyr Sensor Anomalies library for embedded devices running Zephyr RTOS, explaining how it helps detect anomalies in sensor data and improve real-time AI model evaluation with Kenning. Last year, in collaboration with Analog Devices, Inc (ADI , Antmicro expanded Kenning , their open source AI optimization, deployment and evaluation framework with AutoML support, automating the training and optimizing of AI models for specific tasks and hardware. The first use case demonstrated for this flow involved finding the right model for