First automated ML platform for an Arm Cortex-M0/M0+
Supporting a wide range of machine learning algorithms, AutoML by TDK SensEI is designed for lightweight, Cortex-M0-to-M4-class processors, yielding ultra-low power consumption and latency.
How Does AutoML by TDK SensEI Work?
AutoML by TDK SensEI Features
Optimized for the Edge
Supports Arm® Cortex®-M0-to-M4 class MCUs and other constrained environments
Leverages sensor data
Ingests data from multiple streams (sensor fusion) and is sensor agnostic
Wide range of ML methods
Compares results from many algorithms: regressors, decision trees & neural nets
Automated feature extraction
Generates and weights features from your data for the best performance
Intuitive user experience
Click-through UI with no coding required
Data visualization
Visualize collected or uploaded data to understand patterns and problems
Performance reporting
Provides model performance summaries, visualizations, and recommendations
Easy deployment
Translates models into C to compile and deploy to target embedded hardware
Option to add Qeexo AutoML support to your specific hardware
Option to add Qeexo AutoML support to your specific hardware
What Users Say About AutoML by TDK SensEI
Combined with Arduino Nano 33 IoT, users of AutoML by TDK SensEI can quickly create smart IoT sensors that can perform analytics at the edge, minimize communication, and maximize battery life.
Dominic Pajak, VP Business Development
Arduino
By automating the development of ML solutions for advanced industrial IoT applications such as condition monitoring and predictive maintenance, AutoML by TDK SensEI eases the usability of our products.
Pierrick Autret, Product Marketing Engineer
STMicroelectronics
The Cortex-M0 and Cortex-M0+ processors pack high performance with very low power consumption, and the added support of the AutoML by TDK SensEI platform enables application developers to easily add intelligence to small devices such as wearables, making a world of one trillion intelligent devices a closer reality.
Steve Roddy, Vice President of Product Marketing, Machine Learning Group
Arm
The UI is clean, intuitive, and provides end-to-end model deployment support. We no longer have to fumble with various tools for collecting data, building models, and deploying solutions.
AutoML User