NanoEdgeAIStudio
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Design Win
STM32開発者向け機械学習機能実装の自動化ツール

ソフトウェア入手 Download databrief

製品概要

Key Benefits

ST Edge AI Suiteの内容

組み込みAI開発の各ステージでエンジニアをサポートする一連の無料オンライン・ツール、ケーススタディ、リソースをご用意しています。

ST Edge AI Suiteの詳細はこちら

Automatic ML model generator

NanoEdge AI Studio selects the best ML algorithm for a given MCU (low code / no code solution).

End-to-end edge AI deployment

No expertise required. Create tiny, state-of-the-art AI models for MCUs in record time.

概要

NanoEdge™ AI Studio (NanoEdgeAIStudio) is a new machine learning (ML) technology to bring true innovation easily to the end-users. In just a few steps, developers can create an optimal ML library for their project, based on a minimal amount of data.

NanoEdge™ AI Studio, also called the Studio, is a PC-based push-button development studio for developers, which runs on Windows® or Linux® Ubuntu®.

One of its significant advantages is that NanoEdge™ AI Studio requires no advanced data science skills. Any software developer using the Studio can create optimal ML libraries from its user-friendly environment with no artificial intelligence (AI) skills.

The Studio can generate four types of libraries: anomaly detection, outlier detection, classification, and regression libraries.

These libraries can be combined and chained: anomaly or outlier detection to detect a problem on the equipment, classification to identify the source of the problem, and regression to extrapolate information and provide real insight to the maintenance team.

The input signals can range from vibration to pressure, sound, magnetic, time of flight just to name a few, or even a combination of several signals. Multiple sensors can be combined, either in a single library, or using multiple libraries concurrently.

Both learning and inference are done directly inside the microcontroller by means of the NanoEdge™ AI self-learning library, which streamlines the AI process and significantly reduces development effort, cost and therefore time to market.

  • 機能一覧

    • Desktop tool for design and generation of STM32-optimized libraries: anomaly and outlier detection, feature classification, and extrapolation of temporal and multivariable signals
      • Anomaly detection libraries are designed using very small datasets: fine-tune the ML model directly on the STM32 microcontroller with the on-device learning capabilities, learn the normality, and detect defects in real time
      • One-class classification libraries for outlier detection, designed with a very small dataset: acquisition during normal equipment operation and detection of any abnormal pattern deviation
      • N-class classification libraries designed with very small, labeled dataset: classify signals in real time
      • Extrapolation with small, fragmented dataset by means of regression libraries: prediction of future values based on data patterns never seen before
    • Supports any type of sensor: vibration, magnetometer, current, voltage, multiaxis accelerometer, temperature, acoustic, and more
    • Explore millions of possible algorithms to find the optimal library in terms of accuracy, confidence, inference time, and memory footprint
    • Generate very small footprint libraries running down to the smallest Arm® Cortex®‑M0 microcontrollers
    • Embedded emulator to test library performance live with an attached STM32 board or from test data files
    • Native support for STM32 development boards, no configuration required
    • Easy portability across the various STM32 microcontroller series

ソフトウェア入手

All tools & software

    • 製品型番
      Status
      Description
      Type
      Supplier

      FP-AI-FACEREC

      量産中

      Artificial Intelligence (AI) face recognition function pack for STM32Cube

      STM32Cube拡張パッケージ ST
      FP-AI-FACEREC

      Description:

      Artificial Intelligence (AI) face recognition function pack for STM32Cube

      FP-AI-MONITOR1

      量産中

      超低消費電力STM32マイコンと幅広いセンサに対応した組込み人工知能(AI)モニタリング・アプリケーション向けのSTM32Cubeファンクション・パック

      STM32Cube拡張パッケージ ST
      FP-AI-MONITOR1

      Description:

      超低消費電力STM32マイコンと幅広いセンサに対応した組込み人工知能(AI)モニタリング・アプリケーション向けのSTM32Cubeファンクション・パック

      FP-AI-MONITOR2

      量産中

      STM32Cube function pack for monitoring applications powered by Artificial Intelligence (AI) and optimized for latest ultra-low power STM32

      STM32Cube拡張パッケージ ST
      FP-AI-MONITOR2

      Description:

      STM32Cube function pack for monitoring applications powered by Artificial Intelligence (AI) and optimized for latest ultra-low power STM32

      FP-AI-PDMWBSOC

      量産中

      STM32Cube function pack for STEVAL-PROTEUS1 for AI-based anomaly detection and classification

      STM32Cube拡張パッケージ ST
      FP-AI-PDMWBSOC

      Description:

      STM32Cube function pack for STEVAL-PROTEUS1 for AI-based anomaly detection and classification

      FP-AI-PDMWBSOC2

      量産中

      STM32Cube function pack for STEVAL-PROTEUS1 for AI anomaly detection and classification based on AzureRTOS

      STM32Cube拡張パッケージ ST
      FP-AI-PDMWBSOC2

      Description:

      STM32Cube function pack for STEVAL-PROTEUS1 for AI anomaly detection and classification based on AzureRTOS

      FP-AI-PREDMNT2

      NRND

      組込み人工知能(AI)に基づく予知保全アプリケーションを実現する、STEVAL-STWINKT1B評価キット & STEVAL-STWINWFV1 Wi-Fiアダプタ・ボード用STM32Cubeファンクション・パック

      STM32Cube拡張パッケージ ST
      FP-AI-PREDMNT2

      Description:

      組込み人工知能(AI)に基づく予知保全アプリケーションを実現する、STEVAL-STWINKT1B評価キット & STEVAL-STWINWFV1 Wi-Fiアダプタ・ボード用STM32Cubeファンクション・パック

      FP-AI-SENSING1

      量産中

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

      STM32Cube拡張パッケージ ST
      FP-AI-SENSING1

      Description:

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

      FP-AI-VISION1

      NRND

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

      STM32Cube拡張パッケージ ST
      FP-AI-VISION1

      Description:

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

      X-CUBE-AI

      NRND

      STM32CubeMX向け組込みAI開発用ソフトウェア拡張パッケージ

      STM32Cube拡張パッケージ ST
      X-CUBE-AI

      Description:

      STM32CubeMX向け組込みAI開発用ソフトウェア拡張パッケージ
    • 製品型番
      Status
      Description
      Type
      Supplier

      NUCLEO-N657X0-Q

      量産中

      STM32 Nucleo-144 development board with STM32N657X0 MCU, SMPS, supports Arduino, and ST morpho connectivity

      STM32 Nucleoボード ST
      NUCLEO-N657X0-Q

      Description:

      STM32 Nucleo-144 development board with STM32N657X0 MCU, SMPS, supports Arduino, and ST morpho connectivity

      STM32N6570-DK

      量産中

      Discovery kit with STM32N657X0 MCU

      STM32 discovery kits ST
      STM32N6570-DK

      Description:

      Discovery kit with STM32N657X0 MCU
    • 製品型番
      Status
      Description
      Type
      Supplier

      ALTEN AI solutions for Smart Embedded Systems with STM32

      量産中

      Development of innovative products & services

      Engineering services from partners ALTEN
      ALTEN AI solutions for Smart Embedded Systems with STM32

      Description:

      Development of innovative products & services

      NanoEdge AI Studio - Automated Machine Learning in practice

      量産中

      Rapid development of anomaly detection on STM32

      Training from partners MASTERS
      NanoEdge AI Studio - Automated Machine Learning in practice

      Description:

      Rapid development of anomaly detection on STM32
    • 製品型番
      Status
      Description
      Type
      Supplier

      STEDGEAI-DC

      量産中

      ST Edge AI Developer Cloud - Free online platform to easily optimize and benchmark AI models across a variety of ST devices.

      組み込みAI用ソフトウェア & ライブラリ ST
      STEDGEAI-DC

      Description:

      ST Edge AI Developer Cloud - Free online platform to easily optimize and benchmark AI models across a variety of ST devices.

      STEdgeAI-Core

      量産中

      ST製品向けのAI最適化テクノロジー

      組み込みAI用ソフトウェア & ライブラリ ST
      STEdgeAI-Core

      Description:

      ST製品向けのAI最適化テクノロジー

      STM32CubeAI-DC

      NRND

      STM32Cube.AI Developer Cloud

      STM32 configurators and code generators ST
      STM32CubeAI-DC

      Description:

      STM32Cube.AI Developer Cloud

      STM32CubeIDE

      量産中

      STM32用統合開発環境

      STM32ソフトウェア開発スイート ST
      STM32CubeIDE

      Description:

      STM32用統合開発環境

      STM32CubeMX

      量産中

      STM32Cube初期化コード生成ツール

      STM32 configurators and code generators ST
      STM32CubeMX

      Description:

      STM32Cube初期化コード生成ツール

      STM32CubeProgrammer

      量産中

      STM32CubeProgrammer software for all STM32

      STM32 programmers ST
      STM32CubeProgrammer

      Description:

      STM32CubeProgrammer software for all STM32

      STM32N6-AI

      量産中

      Neural-ARTアクセラレータを搭載したSTM32N6用AIソフトウェア開発エコシステム

      組み込みAI用ソフトウェア & ライブラリ ST
      STM32N6-AI

      Description:

      Neural-ARTアクセラレータを搭載したSTM32N6用AIソフトウェア開発エコシステム
    • 製品型番
      Status
      Description
      Type
      Supplier

      STEVAL-PROTEUS1

      量産中

      2.4Ghz STM32WB5MMGモジュールをベースとした状態監視用産業用センサ評価キット

      センサIC用評価ボード ST
      STEVAL-PROTEUS1

      Description:

      2.4Ghz STM32WB5MMGモジュールをベースとした状態監視用産業用センサ評価キット