FP-AI-SENSING1

批量生产

具有基于声音和运动感应的人工智能(AI)应用的超低功耗IoT节点的STM32Cube功能包

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  • 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.

    主要特性

    • 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

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All tools & software

    • 产品型号
      状态
      描述
      类型
      供应商

      X-NUCLEO-CCA02M1

      NRND

      适用于STM32 Nucleo、基于MP34DT01-M的数字MEMS麦克风扩展板

      STM32 ODE检测硬件 ST

      X-NUCLEO-IDB05A1

      NRND

      STM32 Nucleo的低功耗蓝牙扩展板,基于SPBTLE-RF模块

      STM32 ODE连接硬件 ST

      X-NUCLEO-IKS01A2

      批量生产

      STM32 Nucleo运行MEMS和环境传感器扩展板

      STM32 ODE检测硬件 ST
      X-NUCLEO-CCA02M1

      描述:

      适用于STM32 Nucleo、基于MP34DT01-M的数字MEMS麦克风扩展板
      X-NUCLEO-IDB05A1

      描述:

      STM32 Nucleo的低功耗蓝牙扩展板,基于SPBTLE-RF模块
      X-NUCLEO-IKS01A2

      描述:

      STM32 Nucleo运行MEMS和环境传感器扩展板
    • 产品型号
      状态
      描述
      类型
      供应商

      X-CUBE-AI

      批量生产

      STM32CubeMX的AI扩展包

      STM32Cube扩展包 ST
      X-CUBE-AI

      描述:

      STM32CubeMX的AI扩展包
    • 产品型号
      状态
      描述
      类型
      供应商

      STBLESensor

      批量生产

      用于安卓和iOS的BLE传感器应用

      接口和连接IC软件 ST
      STBLESensor

      描述:

      用于安卓和iOS的BLE传感器应用
    • 产品型号
      状态
      描述
      类型
      供应商

      B-L475E-IOT01A

      批量生产

      STM32L4探索套件,包含IoT节点、低功耗无线解决方案、BLE、NFC、SubGHz和Wi-Fi

      STM32发现工具包 ST

      NUCLEO-L476RG

      批量生产

      采用STM32L476RG MCU的STM32 Nucleo-64开发板,支持Arduino和ST morpho连接

      STM32 Nucleo 板 ST
      B-L475E-IOT01A

      描述:

      STM32L4探索套件,包含IoT节点、低功耗无线解决方案、BLE、NFC、SubGHz和Wi-Fi
      NUCLEO-L476RG

      描述:

      采用STM32L476RG MCU的STM32 Nucleo-64开发板,支持Arduino和ST morpho连接
    • 产品型号
      状态
      描述
      类型
      供应商

      STEVAL-LLL009V1

      批量生产

      300 W very high AC input voltage LED driver with digital power control

      LED和一般照明解决方案评估板 ST

      STEVAL-STLKT01V1

      批量生产

      SensorTile开发套件

      传感器IC评估板 ST
      STEVAL-LLL009V1

      描述:

      300 W very high AC input voltage LED driver with digital power control
      STEVAL-STLKT01V1

      描述:

      SensorTile开发套件