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  • SPC5-STUDIO-AI is the artificial intelligence (AI) plug-in of the SPC5-STUDIO development environment supporting the SPC5 “Chorus” automotive MCU family. It provides neural network architects a seamless way to generate, execute and validate pre-trained NN models on automotive MCUs.

    SPC5-STUDIO-AI core functionality is the capability to automatically generate pre-trained neural network into an efficient “Ansi C” library that can be compiled, installed and executed on SPC5 “Chorus” series MCUs. Pre-trained neural networks can be easily imported by SPC5-STUDIO-AI from the most widely used deep learning frameworks, such as Keras, TensorFlow Lite, Lasagne, Caffe, ConvNetJS.
    Advanced embedded developers can import the library into more complex application specific projects, thanks to a well-defined short number of public APIs.
    SPC5-STUDIO-AI provides validation and performance analysis facilities which allow to validate and characterize the converted neural network and measure key metrics such as validation error, memory requirements (i.e. Flash and RAM) and execution time. This plugin is integrated within SPC5-STUDIO (version 6.0.0 or higher) development environment available on www.st.com/spc5studio

    主要特性

    • Automatic conversion of pre-trained neural network into optimized Ansi C code, ready to be compiled
    • Supports:
      • Keras
      • TensorFlow lite
      • Lasagne
      • Caffe
      • ConvNetJS
    • Provides neural network performance report and validation
    • Integration with SPC5-STUDIO
    • Full graphical conversion process: no "C" development skills required
    • Supports SPC5 "Chorus" series of automotive MCUs:
      • Scalable product family with pin to pin compatibility across devices
      • Flash: up to 10 Mbyte
      • Connectivity: ethernet and CAN-FD
      • Safety: ASIL-B and ASIL-D capabilities
      • Security: Evita Full with HSM
    • Evaluation boards available for fast evaluation

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开发工具硬件

    • 产品型号

      SPC5 MCU的代码生成器、快速资源配置器和Eclipse开发环境

00 选择要下载的文档

技术文档

    • 描述 版本 文档大小 操作
      DB4132
      Artificial Intelligence (AI) plugin for automotive SPC5 MCUs
      1.0
      389.17 KB
      PDF
      DB4132

      Artificial Intelligence (AI) plugin for automotive SPC5 MCUs

法律

    • 描述 版本 文档大小 操作
      SLA0089
      LIMITED LICENSE AGREEMENT FOR ST MATERIALS
      1.3
      104.58 KB
      PDF
      SLA0089

      LIMITED LICENSE AGREEMENT FOR ST MATERIALS