nanoedge ai studio

NanoEdge AI Studio - Automated Machine Learning tool for STM32 developers

nanoedge ai studio

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

video nanoedge ai studio

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.
webinar nanoedge ai

Learn how to easily integrate anomaly detection or predictive maintenance capabilities into your system with NanoEdge AI Studio.

Webinar overview
  • 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
  • Q&A