Overview

Description

Reality AI™ Utilities is a tool that enhances customers' journey with Reality AI Tools® to build end-to-end AI/ML models at the edge. The tool offers two basic sections: round-trip AI development workflow and performance validation, which has capabilities such as automated feature extraction, model optimization, and signal processing, enabling efficient deployment on resource-constrained hardware such as MCUs and MPUs.

  • Round-trip AI development workflow integration
    • FSP / FIT code modules for abstracting sensor data flows
    • Data Storage Tool for collecting data live from any Renesas MCU project, either on Renesas evaluation board or customer's own hardware with Renesas devices. It enables direct data upload to Reality AI Tools for model creation, optimization, and download of AI modules directly into e2 studio embedded project.
  • Performance validation, including
    • Transparency enhancement: visualization of AI modules running on hardware, enabled now for evaluation and testing purposes by HiL Testing and AI Live Monitor
      • HiL Testing: to quick evaluate functionality, inference time, and resources for an AI module.
      • AI Live monitor to watch and debug operation of AI modules live, within your own embedded projects.

Features

  • Reality AI Utilities Plugin: The streamlined integration available within e2 studio, Renesas' Eclipse-based IDE, enhances productivity, enabling quick iteration cycles for real-time analytics based AI solutions. Allows developers to:
    • Direct Deployment: Export trained models from Reality AI Tools and integrate them into e2 studio projects for seamless firmware development on Renesas MCUs and MPUs.
    • Edge Optimization: Optimize models for constrained devices directly within the e2 studio environment, ensuring efficient use of memory and processing power.
    • Workflow Synchronization: Align data collection, feature extraction, and code generation between the platforms to reduce development time.
    • Performance Validation: Use e2 studio's debugging Reality AI Utilities plugins to collect data, test, debug, and evaluate models in real-world conditions before deployment.

Target Devices

Documentation

Type Title Date
Release Note Log in to Download PDF 746 KB 日本語
1 item

Design & Development

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