Predictive maintenance, IoT products, asset tracking... So many applications that could become smarter with the integration of Machine Learning!
With NanoEdge AI Studio, ST makes AI more accessible: software developers can now create optimal ML libraries from the tool’s user-friendly environment, without needing specific data science skills or expertise in Artificial Intelligence (AI).
NanoEdge* AI Studio embeds an automatic search engine for AI libraries that enables developers to generate an optimal ML library for their project in a few steps, based on a minimal amount of data.
Once created, the library is loaded into the microcontroller to train and infer directly at the edge for improved security and reduced latency.
*is a registered and/or unregistered trademark of STMicroelectronics International NV or its affiliates in the EU and/or elsewhere
Key features of NanoEdge AI Studio
- Generate Machine learning libraries for event detection, classification, or regression
- Explore millions of possible algorithms to find the right library for you in terms of accuracy, confidence, inference time and memory footprint
- Generate very small footprint libraries running down to the smallest Arm® Cortex®-M0 microcontrollers
- Autonomous learning on device for anomaly detection use cases
- PC-based, push-button development studio for developers, which runs on Windows® or Linux® Ubuntu®
What's new in the release of NanoEdge AI Studio V3
- New, more user-friendly interface.
- Improved support for anomaly detection, particularly useful for predictive maintenance applications to anticipate wear and tear phenomena or to better deal with equipment obsolescence.
- Added regression algorithms to extrapolate data and predict future data patterns for energy management or to forecast remaining equipment life.
- New high-speed data acquisition and management on the STWIN development board allow users to easily manage all industrial-grade sensors without having to write a single line of code.
Learn how to easily integrate anomaly detection or predictive maintenance capabilities into your system with NanoEdge AI Studio.
- The challenges of implementing Edge AI solutions
- What is NanoEdge AI Studio and how it works
- Predictive maintenance and condition monitoring solutions using NanoEdge AI Studio
- Demonstration of the design process with NanoEdge AI Studio