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Grove AI Vision Module V2

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  • 5 or more RM75.05
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    Grove AI Vision Module V2 is an MCU-based vision AI module powered by Arm Cortex-M55 & Ethos-U55. It supports TensorFlow and PyTorch frameworks and is compatible with Arduino IDE. With the SenseCraft AI algorithm platform, trained ML models can be deployed to the sensor without the need for coding. It features a standard CSI interface, an onboard digital microphone and an SD card slot, making it highly suitable for various embedded AI vision projects.


    The Grove - Vision AI V2 is a highly efficient MCU-based smart vision module driven by the Himax WiseEye2 HX6538 processor, featuring a dual-core Arm Cortex-M55 and integrated Arm Ethos-U55 neural network component. It integrates Arm Helium technology, which is finely optimized for vector data processing, enables a significant uplift in DSP and ML capabilities without compromising on power consumption, which is ideal for battery-powered applications.


    The Grove Vision AI V2 boasts an impressive inference time of just 33 milliseconds, a fast frame rate of 30.30 FPS, a gaming-like smooth experience, and efficient power consumption at only 0.35 watts. This clearly demonstrates that the Grove Vision AI V2 is a premium choice for high-performance vision processing.


    What's on the board?

    Grove Vision AI V2 is now compatible with all Pi cameras through a standard CSI interface


    Grove Vision AI V2 is not only designed for vision applications but also features an onboard PDM microphone for sound applications. It comes with a SD card slot allows for convenient storage of images, videos, and identification results using an SD card.

    With various interfaces like IIC, UART, SPI, and Type-C, this board has expansive capabilities and can be easily connected to popular products such as Seeed Studio XIAO, Grove, Raspberry Pi, BeagleBoard and ESP-based products for further development. For instance, integrating Grove Vision AI V2 with XIAO can effortlessly access the interface and data of Grove Vision AI V2 through Arduino, Micropython, CircuitPython, and PlatformIO, and conveniently connect to the cloud or dedicated servers like Home Assistance.



    How to use it?

    SenseCraft AI is a platform that enables easy AI model training and deployment with no-code/low-code. It supports Seeed products natively, ensuring complete adaptability of the trained models to Seeed products. Moreover, deploying models through this platform offers immediate visualization of identification results on the website, enabling prompt assessment of model performance.

    Ideal for tinyML applications, adding vision AI to your smart sensor with Grove Vision AI V2 is made easy with the SenseCraft AI. Effortlessly deploy off-the-shelf or custom AI models by connecting the device, selecting a model, and viewing identification results.


    • Powerful AI Processing Capabilities: Utilizes WiseEye2 HX6538 processor with a dual-core Arm Cortex-M55 and integrated Arm Ethos-U55 neural network unit.
    • Versatile AI Model Support: Easily deploy off-the-shelf or your custom AI models from SenseCraft AI, including Mobilenet V1, V2, Efficientnet-lite, Yolo v5 & v8. TensorFlow and PyTorch frameworks are supported.
    • Rich Peripheral Devices: Includes PDM microphone, SD card slot, Type-C, Grove interface, and other peripherals.
    • High Compatibility: Compatible with XIAO series, Arduino, Raspberry Pi, ESP32 dev board, easy for further development
    • Compatible with Raspberry Pi Cameras:
    • Fully Open Source: All codes, design files, and schematics available for modification and use.
    • Applications:
      • Industrial automation: quality inspection, predictive maintenance, voice control, etc.
      • Smart city: equipment monitoring, energy management, etc.
      • Transportation: status monitoring, location tracking, etc.
      • Intelligent agriculture: environmental monitoring, etc.
      • Mobile IoT devices: wearable devices, handheld devices, etc.




    Himax WiseEye2 HX6538 processor featuring a dual-core Arm Cortex-M55 and integrated Arm Ethos-U55

    Onboard Peripherals

    PDM Microphone,  SD Card Slot

    Rich Interfaces 

    CSI, IIC, UART, SPI, and Type-C

    Input Voltage


    Power Supply

    Dual 7-pin connector & Type-C & Grove Connector



    I2C Interface

    Seeed Studio XIAO & Arduino

    Downloading & Firmware Burn Interface


    Frequency(ARM Cortex-M55 Processor(Big))

    Up to 400MHz

    Frequency(ARM Cortex-M55 Processor(Little))

    Up to 150MHz

    Frequency(ARM Ethos-U55 MicroNPU)

    Up to 400MHz

    Memory Card Interface

    Up to 1x SD and SDIO host, support DS mode, up to 25MHz

    Internal System Memory

    ● Configurable system memory, up to 2432KB

    ● 64KB boot ROM




    Packing List
    • 1 x Grove Vision AI V2
    • 1 x Cable

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    Tags: AI Vision Module, Grove Vision AI V2, Himax WiseEye2, Arm Cortex-M55, Ethos-U55, Embedded AI Vision