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TDK InvenSense SmartBug 2.0 Wireless Sensor Module Machine Learning Edition (MLE) features an advanced edge ML solution, which creates the ideal evaluation system for the TDK SmartEdgeML™. The SmartBug 2.0 system MLE provides an “all-in-one” module within a red ladybug enclosure that includes a SmartMotion ICM-45686-S 6-axis motion sensor, Sensor Inference Framework (SIF) software, and a SmartBug 2.0 evaluation kit. The module allows users to run machine learning models on compact 2.5mm x 3mm ICM-45686-S IMU at less than 30μA. The sensor modules provide real-time streaming and autonomous logging of 13-axis raw sensor data and algorithmic output (intelligent) data, which can be analyzed remotely and accurately. The TDK InvenSense SmartBug 2.0 Wireless Sensor Modules MLE are ideal for IoT smart applications, including sound, sports, home, appliances, healthcare, logistics, and remotes.
The SmartBug 2.0 SIF enables users to evaluate ML with the ICM-45686-S. Using the SIF, users can collect data, configure sensor features and filters, compute data, build ML models, and deploy solutions on the IMU. The SIF optimizes the ML model process and provides easy visualization, including performance reports, 3D feature classes, and configurations.
