STMicroelectronics NanoEdge™ AI Studio
STMicroelectronics NanoEdge™ AI Studio is a Machine Learning (ML) technology to bring true innovation easily to the end-users. In just a few steps, developers can create an optimal AI library for a project based on minimal data and with no specific data science skills. Smarter products will detect environment anomalies, classify signal patterns and anticipate behaviors due to optimized algorithms generated from a simple PC-based GUI.
Features
- Integrated PC solution to generate ML embedded libraries easily
- Generate anomaly detection libraries that are able to learn specific patterns directly on the STM32 microcontroller
- Generate one-class classification libraries without any example of abnormal conditions
- Generate N-class classification libraries with small datasets
- Generate extrapolation libraries based on a known small dataset
- Integrated logging capability with no code
Applications
- Predictive maintenance for industry or home appliances
- Detects security concerns
- Count objects/people
Required Equipment
- Personal computer
- Multi-OS support: Windows® or Linux® Ubuntu®
Videos
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