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Grove - Vision AI Module V2 - Arm Cortex-M55 & Ethos-U55, TensorFlow and PyTorch Supported, Arduino, Raspberry Pi, Seeed Studio XIAO, ESP-Based dev Board Compatible
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Grove - Vision AI Module V2 - Arm Cortex-M55 & Ethos-U55, TensorFlow and PyTorch Supported, Arduino, Raspberry Pi, Seeed Studio XIAO, ESP-Based dev Board Compatible

Bottom line: The Grove - Vision AI Module V2 - Arm Cortex-M55 & Ethos-U55, TensorFlow is a specs-and-price decision rather than a crowd-consensus one in the single-board computers category. Check the specification table below against one or two close alternatives — on price and spec fit, not on star ratings.

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By , Founder & Editor-in-Chief · Listing data updated

Mike Perry — Hardware researcher since 2014, focused on GPU performance across gaming, rendering, and local-LLM inference. Synthesises community benchmarks, manufacturer specs, and public forum data into actionable buying guides.

Pros & Cons

Pros

  • ✓ Backed by seeed studio's warranty and support channels

Cons

  • ✗ Check the listed dimensions, connectors and platform compatibility against your setup before ordering
  • ✗ Price, stock, shipping and returns are set by the retailer and may have changed since this page was last updated

Manufacturer description

What are the cores? 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 processiong, enables a significant uplift in DSP and ML capabilities without compromising on power consumption, which is ideal for battery-powered applications. How's the performance of Grove Vision AI V2? To have a quick evaluation of this board's performance, we compared it to…

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SpecPicks Verdict

SpecPicks scored Grove - Vision AI Module V2 - Arm Cortex-M55 & Ethos-U55, TensorFlow… using a rating × review-volume × price-fit model applied to published specs and reviews across the single-board computers category. seeed studio's single-board computers lineup sits within the broader category mid-tier; price and specs are the deciding factors over brand loyalty here. Judge it on the specification table and the price rather than on sentiment: check the figures that decide your use case, then put it side-by-side with two or three close alternatives in the Compare tool before clicking through.

Common buyer scenarios for single-board computers of this kind: matching it to an existing build, replacing a failing part, or upgrading from a previous-generation equivalent. Check the spec table below against your current setup — particularly socket / form-factor / power-rating fields — and confirm compatibility on the retailer's listing before purchase. Prices and stock are set by the retailer and may have moved since this page was last updated.

Key Features

  • 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, ESP dev board, easy for further development
  • Fully Open Source All codes, design files, and schematics available for modification and use.

Full Specifications

ASINB0D2LC7R4K
Brandseeed studio
CPU Modelcore_m
Model NameVision AI Module V2
Unit Count1.0 Count
Manufacturerseeed studio
Model Number101021112-FA
Built-In Media/
Mfr Part Number101021112-FA
Processor BrandHimax
Processor Count2
Total Usb Ports1
Compatible DevicesXIAO series, Arduino, Raspberry Pi, ESP dev board
Included Components/
Warranty Description2 year
RAM Memory TechnologyLPDDR2, LPDDR3 or LPDDR4X
Connectivity TechnologyUSB
Smart Home CompatibilitySmart Home Compatible

Hardware benchmark data

Ready to buy?

Grove - Vision AI Module V2 - Arm Cortex-M55 & Ethos-U55, TensorFlow and PyTorch Supported, Arduino, Raspberry Pi, Seeed Studio XIAO, ESP-Based dev Board Compatible is listed on Amazon. Price, availability, shipping and returns are set by Amazon and its sellers — check the listing for current terms. SpecPicks earns a small commission on qualifying purchases — thank you for supporting independent review work.

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Grove - Vision AI Module V2 - Arm Cortex-M55 & Ethos-U55, TensorFlow and PyTorch Supported, Arduino, Raspberry Pi, Seeed Studio XIAO, ESP-Based dev Board Compatible
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