概要
サンプル & 購入
ソリューション
Documentation
CAD Resources
ツール & ソフトウェア
品質 & 信頼性
eDesignSuite
はじめる
Partner products
Sales Briefcase
  • FP-AI-SENSING1 is an STM32Cube function pack featuring examples that let you connect your IoT node to a smartphone via BLE and use a suitable Android™ or iOS™ application, like the STBLESensor app, to configure the device.

    The package enables advanced applications such as human activity recognition or audio scene classification, on the basis of outputs generated by neural networks (NN). The NN are implemented by a multi-network library supporting both floating and fixed point arithmetics, generated by the X-CUBE-AI extension for STM32CubeMX tool.
    The NN provided in this package are just examples of what can be achieved by combining the output of X-CUBE-AI with connectivity and sensing components from ST.
    The package comes with an AI utility for data logging and annotation on SD card. You can record the data from the sensors and define which classes or events to record. With the recorded annotated data, you can train your own neural network on your PC/GPU/cloud, get the model, use X-CUBE-AI extension for STM32CubeMX tool for conversion, and then run it on the STM32 platform.
    This package, together with the suggested combination of STM32 and ST devices, can be used to develop specific wearable AI applications, industrial predictive maintenance applications, smart things and building applications in general, where ultra-low power consumption is a key requirement.
    The software runs on the STM32 microcontroller and includes all the necessary drivers for the STM32 Nucleo development board and expansion boards, as well as for the STEVAL-STLKT01V1 and STEVAL-MKSBOX1V1 evaluation boards and the B-L475E-IOT01A STM32L4 Discovery kit IoT node.

    主な特徴

    • Complete firmware to develop an IoT node with BLE connectivity, digital microphone, environmental and motion sensors, and perform real-time monitoring of sensors and audio data
    • Middleware library generated thanks to STM32CubeMX extension called X-CUBE-AI, featuring example implementation of neural networks for real-time human activity recognition (HAR) and acoustic scene classification (ASC) applications
    • Multi-network support: concurrent execution of several neural networks
    • AI utility for data logging and annotation on SD card or QSPI Flash memory
    • Ultra-low power implementation based on the use of an RTOS
    • Compatible with STBLESensor application for Android/iOS, to perform sensor data reading, audio and motion algorithm feature demo, and firmware update over the air (full and partial FOTA)
    • Sample implementation available for STEVAL-STLKT01V1 and STEVAL-MKSBOX1V1 evaluation boards, for B-L475E-IOT01A and for X-NUCLEO-CCA02M1, X-NUCLEO-IKS01A2 and X-NUCLEO-IDB05A1 connected to a NUCLEO-L476RG board
    • Easy portability across different MCU families, thanks to STM32Cube
    • Free, user-friendly license terms

ソフトウェア入手

推奨コンテンツ

ST 最新情報

All tools & software

    • 製品型番
      ステータス
      概要
      タイプ
      サプライヤ

      X-NUCLEO-CCA02M1

      NRND

      Digital MEMS microphones expansion board based on MP34DT01-M for STM32 Nucleo.

      STM32 ODE Sense HW ST

      X-NUCLEO-IDB05A1

      NRND

      Bluetooth Low Energy expansion board based on SPBTLE-RF module for STM32 Nucleo

      STM32 ODE Connect HW ST

      X-NUCLEO-IKS01A2

      量産中

      Motion MEMS and environmental sensor expansion board for STM32 Nucleo

      STM32 ODE Sense HW ST
      X-NUCLEO-CCA02M1

      概要:

      Digital MEMS microphones expansion board based on MP34DT01-M for STM32 Nucleo.
      X-NUCLEO-IDB05A1

      概要:

      Bluetooth Low Energy expansion board based on SPBTLE-RF module for STM32 Nucleo
      X-NUCLEO-IKS01A2

      概要:

      Motion MEMS and environmental sensor expansion board for STM32 Nucleo
    • 製品型番
      ステータス
      概要
      タイプ
      サプライヤ

      X-CUBE-AI

      量産中

      AI expansion pack for STM32CubeMX

      STM32Cube Expansion Packages ST
      X-CUBE-AI

      概要:

      AI expansion pack for STM32CubeMX
    • 製品型番
      ステータス
      概要
      タイプ
      サプライヤ

      STBLESensor

      量産中

      BLE sensor application for Android and iOS

      Wireless Connectivity Software ST
      STBLESensor

      概要:

      BLE sensor application for Android and iOS
    • 製品型番
      ステータス
      概要
      タイプ
      サプライヤ

      B-L475E-IOT01A

      量産中

      STM32L4 Discovery kit IoT node, low-power wireless, BLE, NFC, SubGHz, Wi-Fi

      STM32 Discovery Kits ST

      NUCLEO-L476RG

      量産中

      STM32 Nucleo-64 development board with STM32L476RG MCU, supports Arduino and ST morpho connectivity

      STM32 Nucleo Boards ST
      B-L475E-IOT01A

      概要:

      STM32L4 Discovery kit IoT node, low-power wireless, BLE, NFC, SubGHz, Wi-Fi
      NUCLEO-L476RG

      概要:

      STM32 Nucleo-64 development board with STM32L476RG MCU, supports Arduino and ST morpho connectivity
    • 製品型番
      ステータス
      概要
      タイプ
      サプライヤ

      STEVAL-STLKT01V1

      量産中

      SensorTile development kit

      センサIC用評価ボード ST
      STEVAL-STLKT01V1

      概要:

      SensorTile development kit

CAD/EDA Symbols, Footprints and Models