NanoEdge AI Studio: All On-Device Anomaly Detection for Industry 4.0
He Huang
Data scientist
AI solutions group
STMicroelectronics
Pierrick Autret
Product Marketing Manager
AI solutions group
STMicroelectronics
Anomaly detection is a critical aspect of predictive maintenance in Industry 4.0, requiring the ability to detect unusual patterns or behaviors in data collected from sensors. NanoEdge AI Studio, an auto-ML software developed by STMicroelectronics, enables the creation and training of machine learning models that can perform anomaly detection fully on-device, without the need for any pre-trained models. In this presentation, we will study the algorithms behind NanoEdge AI Studio and demonstrate its potential applications of predictive maintenance in Industry 4.0.
Негізгі бет Ғылым және технология tinyML Talks: NanoEdge AI Studio: All On-Device Anomaly Detection for Industry 4.0
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