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Design AI/ML Applications the Easy Way

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Makiko Seki
Makiko Seki
Senior Marketing Specialist
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Georgios Flamis
Georgios Flamis
Senior Product Engineer
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Bernd Hollensteiner
Bernd Hollensteiner
Principal Product Engineer
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Suad Jusuf
Suad Jusuf
AI COE Product Marketing and Strategy Director
Published: March 13, 2024

The Renesas AI Kit series delivers a complete reference solution for easy AI/ML integration in edge applications. We designed the kits to include all the features needed to address essential requirements, including:

  • Single to multi-modal real-time analytics, vision, and audio application development
  • 6 Pmod™ connectors for flexible sensor selections and/or wired and wireless communication interfaces
  • Enables BOM analysis and cost reduction
  • Extensive in-house ecosystem tools support including Reality AI Tools® and e2 studio

All of this means, these kits are not just another hardware resource but include the full software suite of AI/ML

 
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Real-time Analytics

Real-time Analytics

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Vision

Vision

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Audio

Audio

 

applications and project examples based on Reality AI software and Renesas Ready Ecosystem partners for any targeted edge AIoT application.

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Renesas Hardware, Software, and Partners for AI/ML Applications

Some application examples to consider:

  • Developing asset movement recognition – Do you need your artwork delivered in a proper dimension to your client?
  • Adding multimodal person access system – Are you looking for a way to keep your snack storage safe from the rest of your family with face and voice recognition?

I’ve asked some of the engineering team that developed these solution kits to pick up the explanation.

Georgios Flamis:

We carefully designed these AI kits to address engineering and product development challenges commonly faced by system designers. To this end, each kit offers multiple interfaces to operate as a central node for data collection from various sensors for real-time analytics, audio, or vision-driven AI/ML applications.

The AI Kits series offers full compatibility with the Renesas Flexible Software Package (FSP) and a powerful BSP to accommodate embedded software design requirements and accelerate your product development phase and reduce time to market.

Application examples provide a straightforward path to understand and further develop the components for the technology within the AI/ML concept. More specifically, the Asset Movement Recognition (AMR) example utilizes data collection in real time from an accelerometer connected in one of the available Pmod interfaces and accordingly feeds the ML model that has been designed in the Renesas Reality AI Tools® development environment. Each of the movements recognized by the ML model will be indicated by a corresponding flashing LED on the board. Comprehensive documentation and quick start guides are available to assist in starting a new concept.

Bernd Hollensteiner:

The AIK-RA6M3 and AIK-RA4E1 boards are designed with as many Pmod modules as possible for connection with different sensors or other peripherals. Both include a TFT module with resistive touch which can be connected to a Pmod module port.

The included Pen Screen demo uses the touchscreen as input for a simple drawing application. The pen color can be changed and it is possible to clear the screen by touching the elements at the top line. In the area below the touch elements is an open space for free line drawing. A simple touchscreen calibration function is also included to fine-tune the accuracy of the pen. The Pen Screen demo is part of a simple drawing project that shows step-by-step how to use the touchscreen as an output and input device. The project makes it easy to get started and carry out your own experiments with the touchscreen.

Suad Jusuf:

Our newly developed AI reference solution enables advancements in flexibility in several aspects. It builds up a dedicated centralized or decentralized node to provide a comprehensive framework for tackling complex tasks and challenges across various domains. By leveraging state-of-the-art algorithms and machine learning techniques, our solution offers unparalleled accuracy, efficiency, and scalability.

Designed with versatility in mind, our AI reference solution adapts seamlessly to diverse applications, from data driven engineering and analysis to automation and optimization. Its intuitive interfaces and customizable features make it accessible to users of all levels, empowering them to harness the full potential of AI.

Furthermore, we remain committed to delivering a cutting-edge solution that drives innovation and accelerates progress in the ever-evolving landscape of artificial intelligence. These innovative development kits include highly tuned AI/ML algorithms with best-in-class CPU performance and highly optimized resources to enable enhanced low-power modes and reduce energy consumption. Offering a scalable approach allows designers a flexible selection of Renesas MCUs from low to high end to best address system requirements.

For more details, visit the AIK-RA6M3 and AIK-RA4E1 kit pages. For more information on the full range of Renesas and partner AI solutions, visit the AI technology page.

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