tinyML Talks: NanoEdge AI Studio: All On-Device Anomaly Detection for Industry 4.0
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.
