FP-AI-MONITOR1 – STMicroelectronics

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FP-AI-MONITOR1 – STMicroelectronics

FP-AI-MONITOR1 – STMicroelectronics

“The FP-AI-MONITOR1 function pack helps to jump-start the implementation and development for sensor-monitoring-based applications designed with the X-CUBE-AI Expansion Package for STM32Cube or with the NanoEdge™ AI Studio . It covers the entire design of the Machine Learning cycle from the data set acquisition to the integration on a physical node. X-CUBE-AI is an STM32Cube Expansion Package part of the STM32Cube.AI ecosystem and extending STM32CubeMX capabilities with automatic conversion of pre-trained Neural Network or Machine Learning models and integration of generated optimized library into the user’s project. The X-CUBE-AI Expansion Package offers also several means to validate AI models both on desktop PC and STM32, as well as measure performance on STM32 devices without user handmade ad hoc C code. The support vector classifier used for human activity recognition (HAR) example is generated by X-CUBE-AI. Other applications can be created using ML and DNN code generated by X-CUBE-AI.
NanoEdge™ AI Studio (NanoEdgeAIStudio) simplifies the creation of autonomous Machine Learning libraries with the possibility of running training on target and inference on the edge. For instance, condition-based monitoring applications using vibration and motion data can be created easily by re-compiling the function pack with NanoEdge™ AI anomaly detection models…”

Source: www.st.com/en/embedded-software/fp-ai-monitor1.html

February 3, 2022
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