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  • 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 and integration of generated optimized library into the user's project. The easiest way to use it is to download it inside the STM32CubeMX tool (version 5.0.1 or newer) as described in user manual Getting started with X-CUBE-AI Expansion Package for Artificial Intelligence (AI) (UM2526).

    The X-CUBE-AI Expansion Package offers also several means to validate Neural Network models both on desktop PC and STM32, as well as measure performance on STM32 devices without user handmade ad hoc C code.

    主要特性

    • Generation of an STM32-optimized library from pre-trained Neural Network models
    • Supports various Deep Learning frameworks such as Keras, TensorFlow™ Lite, Caffe, ConvNetJs, and Lasagne
    • Supports 8-bit quantization of Keras networks and TensorFlow™ Lite quantized networks
    • Allows to run larger networks by storing weights in external Flash memory and activation buffers in external RAM
    • Easy portability across different STM32 microcontroller series through STM32Cube integration
    • Free, user-friendly license terms

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开发工具硬件

    • 产品型号

      STM32Cube initialization code generator

软件

    • 产品型号

      STM32Cube function pack for ultra-low power IoT node with artificial intelligence (AI) application based on audio and motion sensing

      STM32Cube function pack for high performance STM32 with artificial intelligence (AI) application for Computer Vision

支持和应用

00 选择要下载的文档

技术文档

    • 描述 版本 文档大小 操作
      DB3788
      Artificial Intelligence (AI) software expansion for STM32Cube
      4.0
      509.58 KB
      PDF
      DB3788

      Artificial Intelligence (AI) software expansion for STM32Cube

    • 描述 版本 文档大小 操作
      UM2312
      Development checklist for STM32Cube Expansion Packages
      2.0
      306.99 KB
      PDF
      UM2285
      Development guidelines for STM32Cube Expansion Packages
      1.0
      485.46 KB
      PDF
      UM2526
      Getting started with X-CUBE-AI Expansion Package for Artificial Intelligence (AI)
      3.0
      3.82 MB
      PDF
      UM2312

      Development checklist for STM32Cube Expansion Packages

      UM2285

      Development guidelines for STM32Cube Expansion Packages

      UM2526

      Getting started with X-CUBE-AI Expansion Package for Artificial Intelligence (AI)

演示和培训资料

    • 描述 版本 文档大小 操作
      Neural Networks on the STM32 with STM32Cube.AI 1.1
      2.4 MB
      PDF
      STM32 and STM8 embedded software solutions 7.0
      3.12 MB
      PDF

      Neural Networks on the STM32 with STM32Cube.AI

      STM32 and STM8 embedded software solutions

出版刊物和宣传资料

    • 描述 版本 文档大小 操作
      STM32 Open Development Environment Brochure 17.09
      1.21 MB
      PDF
      Sensor & motion algorithm software pack for STM32Cube 1.0
      544.58 KB
      PDF

      STM32 Open Development Environment Brochure

      Sensor & motion algorithm software pack for STM32Cube

法律

    • 描述 版本 文档大小 操作
      SLA0048
      Mix Ultimate Liberty+OSS+3rd-party V1 - SOFTWARE LICENSE AGREEMENT
      5.7
      87.58 KB
      PDF
      SLA0048

      Mix Ultimate Liberty+OSS+3rd-party V1 - SOFTWARE LICENSE AGREEMENT