NanoEdge AI Anomaly Detection library for ISPU

Revision as of 12:03, 27 July 2022 by Registered User

1. What is NanoEdge AI Library for anomaly detection?

NanoEdge™ AI Library is an Artificial Intelligence (AI) static library originally developed by Cartesiam, for embedded C software running on Arm® Cortex® microcontrollers.

When embedded on microcontrollers, it gives them the ability to easily "learn" and "understand" sensor patterns, by themselves, without the need for the user to have additional skills in Mathematics, Machine Learning, or data science.

The NanoEdge AI static library for anomaly detection is the code that contains an AI model (for example, as a bundle of signal treatment, Machine Learning model, and optimally tuned hyperparameters). It is designed to gather knowledge incrementally during a learning phase to become able to detect potential anomalous machine behaviors, and possibly predict them.

Info white.png Information
  • In the free version of NanoEdgeAIStudio the NanoEdge AI library is only compatible with a selection of STM32 evaluation boards. See the full list here in the Studio documentation.

2. What is the Intelligent Sensor Processing Unit (ISPU)?

3. Getting Started

3.1. ISPU header

3.2. ISPU control

4. Fetching data

4.1. Example "Hello World!"

5. Resources

Documentation
All NanoEdge AI Studio documentation is available here.

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