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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
    • Native support of various Deep Learning frameworks such as Keras, TensorFlow™ Lite, Caffe, ConvNetJs and Lasagne, and suppport of all frameworks that can export to the ONNX standard format such as PyTorch™, Microsoft® Cognitive Toolkit, MATLAB® and more
    • Supports 8-bit quantization of Keras networks and TensorFlow™ Lite quantized networks
    • Allows the use of 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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ST最新信息

All tools & software

    • 产品型号
      状态
      描述
      类型
      供应商

      STM32CubeMX

      批量生产

      STM32Cube初始化代码生成器

      STM32配置程序和代码生成器 ST
      STM32CubeMX

      描述:

      STM32Cube初始化代码生成器
    • 产品型号
      状态
      描述
      类型
      供应商

      OpenMV Cam

      批量生产

      The OnpenMV Cam H7 is a small, low power, microcontroller board which allows you to easily implement applications using machine vision in the real-world.

      组件和模块 OpenMV
      OpenMV Cam

      描述:

      The OnpenMV Cam H7 is a small, low power, microcontroller board which allows you to easily implement applications using machine vision in the real-world.
    • 产品型号
      状态
      描述
      类型
      供应商

      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

      STM32 ODE功能包软件 ST

      FP-AI-VISION1

      批量生产

      具有计算机视觉人工智能(AI)应用的高性能STM32的STM32Cube功能包

      STM32Cube扩展包 ST
      FP-AI-SENSING1

      描述:

      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
      FP-AI-VISION1

      描述:

      具有计算机视觉人工智能(AI)应用的高性能STM32的STM32Cube功能包
    • 产品型号
      状态
      描述
      类型
      供应商

      Deep Learning with TensorFlow (Python/R)

      批量生产

      In our deep learning training you will learn how to use Google's machine learning framework TensorFlow to develop neural networks and other deep learning models in Python and R.

      培训 STATWORX
      Deep Learning with TensorFlow (Python/R)

      描述:

      In our deep learning training you will learn how to use Google's machine learning framework TensorFlow to develop neural networks and other deep learning models in Python and R.