概要
ツール & ソフトウェア
リソース
ソリューション
品質 & 信頼性
Sales Briefcase
eDesignSuite
Get Started
サンプル & 購入
Partner products
  • FP-AI-VISION1 is an STM32Cube function pack featuring examples of computer vision applications based on Convolutional Neural Network (CNN).

    FP-AI-VISION1 is composed of software components generated by the X-CUBE-AI Expansion Package complemented with application software components dedicated to the AI-based computer vision example for food recognition.
    FP-AI-VISION1 enables advanced computer vision application on the basis of outputs generated by Neural Networks (NNs). The NNs are implemented by libraries generated by the X-CUBE-AI Expansion Package for the STM32CubeMX tool.
    The examples provided in the function pack are food recognition applications based on a CNN derivated from MobileNet CNN. They recognize among 18 classes of common food such as pizza, hamburger, and Caesar salad.
    The function pack demonstrates two different integrations of the food recognition application: one is based on a floating-point model, and the other one on a quantized model generated by the quantization tool featured by X-CUBE-AI.
    FP-AI-VISION1, together with the suggested combination of HW boards, is used to develop specific computer vision applications: it includes the drivers for the camera as well as the framework for capturing images into the frame buffer, pre-processing the content of the frame buffer, and running the Neural Network inference.
    FP-AI-VISION1 runs on the STM32H747I-DISCO Discovery board connected to the STM32F4DIS-CAM camera daughterboard through STMicroelectronics DCMI parallel interface. Information related to STM32H747I-DISCO is available on STMicroelectronics website at www.st.com while information about STM32F4DIS-CAM is obtained directly from Farnell website at https://www.farnell.com.

    主な特徴

    • Complete firmware to develop a computer vision application on STM32 microcontroller
    • Image pre-processing library (STM32_Image)
    • Neural Network library optimized for STM32 (STM32_AI) generated by means of the X-CUBE-AI Expansion Package for STM32CubeMX
    • Food recognition applications based on Convolutional Neural Network model (MobileNet CNN model derivative)
    • Integration examples based on float and quantized models
    • Sample implementations available for the STM32H747I-DISCO Discovery board connected to the STM32F4DIS-CAM camera daughterboard
    • 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

ソフトウェア製品

    • 製品型番

      AI expansion pack for STM32CubeMX

      Digital MEMS microphones acquisition and processing software expansion for STM32Cube

評価ツール

00 ファイルがダウンロード用に選択されています

技術文書

    • 概要 Version Size Action
      DB3962
      Artificial Intelligence (AI) and computer vision function pack for STM32Cube
      1.0
      194.9 KB
      PDF
      DB3962

      Artificial Intelligence (AI) and computer vision function pack for STM32Cube

    • 概要 Version Size Action
      UM2611
      Artificial Intelligence (AI) and computer vision function pack for STM32H7 microcontrollers
      1.0
      5.32 MB
      PDF
      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
      UM2611

      Artificial Intelligence (AI) and computer vision function pack for STM32H7 microcontrollers

      UM2312

      Development checklist for STM32Cube Expansion Packages

      UM2285

      Development guidelines for STM32Cube Expansion Packages

プレゼンテーション & トレーニング資料

    • 概要 Version Size Action
      STM32 and STM8 embedded software solutions 7.0
      3.12 MB
      PDF

      STM32 and STM8 embedded software solutions

関連資料

    • 概要 Version Size Action
      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 Version Size Action
      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

サポート & フィードバック

Let us help you!