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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.

    主な特徴

    • 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

ソフトウェア入手

推奨コンテンツ

ST 最新情報

開発ツール・ハードウェア

    • 製品型番

      STM32Cube initialization code generator

開発環境

    • 製品型番

      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.

ソフトウェア製品

    • 製品型番

      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

サポート & アプリケーション

    • 製品型番

      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.

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技術文書

    • 概要 バージョン サイズ アクション
      DB3788
      Artificial Intelligence (AI) software expansion for STM32Cube
      6.0
      479.92 KB
      PDF
      DB3788

      Artificial Intelligence (AI) software expansion for STM32Cube

    • 概要 バージョン サイズ アクション
      UM2312
      Development checklist for STM32Cube Expansion Packages
      3.0
      254.85 KB
      PDF
      UM2285
      Development guidelines for STM32Cube Expansion Packages
      2.0
      1.47 MB
      PDF
      UM2388
      Development guidelines for STM32Cube firmware Packs
      1.0
      2.96 MB
      PDF
      UM2526
      Getting started with X-CUBE-AI Expansion Package for Artificial Intelligence (AI)
      5.0
      4.65 MB
      PDF
      UM2312

      Development checklist for STM32Cube Expansion Packages

      UM2285

      Development guidelines for STM32Cube Expansion Packages

      UM2388

      Development guidelines for STM32Cube firmware Packs

      UM2526

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

Presentations & Training Material

    • 概要 バージョン サイズ アクション
      Neural Networks on the STM32 with STM32Cube.AI 5.2
      1.18 MB
      PDF
      STM32 and STM8 embedded software solutions 8.0
      3 MB
      PDF
      STM32Cube ecosystem overview - Making STM32 development easier 1.2
      5.55 MB
      PDF

      Neural Networks on the STM32 with STM32Cube.AI

      STM32 and STM8 embedded software solutions

      STM32Cube ecosystem overview - Making STM32 development easier

関連資料

    • 概要 バージョン サイズ アクション
      STM32 Open Development Environment Brochure 16.10
      1.09 MB
      PDF
      Sensor & motion algorithm software pack for STM32Cube 1.0
      675.19 KB
      PDF

      STM32 Open Development Environment Brochure

      Sensor & motion algorithm software pack for STM32Cube

法務

    • 概要 バージョン サイズ アクション
      SLA0048
      Mix Ultimate Liberty+OSS+3rd-party V1 - SOFTWARE LICENSE AGREEMENT
      6.7
      87.58 KB
      PDF
      SLA0048

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