{"product_id":"grove-vision-ai-module-v2-arm-cortex-m55-ethos-u55-tensorflow-and-pytorch-supported-arduino-raspberry-pi-xiao-esp32c3","title":"Grove Vision AI Module V2 - Arm Cortex-M55 \u0026 Ethos-U55, TensorFlow and PyTorch supported, Arduino, Raspberry Pi, xiao ESP32C3","description":"\u003ch1\u003eSPECIFICATIONS\u003c\/h1\u003e\u003cp\u003e\u003cspan\u003eBattery Included\u003c\/span\u003e: \u003cspan style=\"color:#333\"\u003eno\u003c\/span\u003e\u003c\/p\u003e\u003cp\u003e\u003cspan\u003eBrand Name\u003c\/span\u003e: \u003cspan style=\"color:#333\"\u003eseeed studio\u003c\/span\u003e\u003c\/p\u003e\u003cp\u003e\u003cspan\u003eCertification\u003c\/span\u003e: \u003cspan style=\"color:#333\"\u003eCE,FCC,RoHS\u003c\/span\u003e\u003c\/p\u003e\u003cp\u003e\u003cspan\u003eDemo Board Type\u003c\/span\u003e: \u003cspan style=\"color:#333\"\u003eARM\u003c\/span\u003e\u003c\/p\u003e\u003cp\u003e\u003cspan\u003eDownloading \u0026amp; Firmware Burn Interface\u003c\/span\u003e: \u003cspan style=\"color:#333\"\u003eType-C\u003c\/span\u003e\u003c\/p\u003e\u003cp\u003e\u003cspan\u003eFrequency ARM Cortex-M55 Processor Big\u003c\/span\u003e: \u003cspan style=\"color:#333\"\u003eUp to 400MHz\u003c\/span\u003e\u003c\/p\u003e\u003cp\u003e\u003cspan\u003eFrequency ARM Cortex-M55 Processor Little\u003c\/span\u003e: \u003cspan style=\"color:#333\"\u003eUp to 150MHz\u003c\/span\u003e\u003c\/p\u003e\u003cp\u003e\u003cspan\u003eFrequency ARM Ethos-U55 MicroNPU\u003c\/span\u003e: \u003cspan style=\"color:#333\"\u003eUp to 400MHz\u003c\/span\u003e\u003c\/p\u003e\u003cp\u003e\u003cspan\u003eHigh-concerned chemical\u003c\/span\u003e: \u003cspan style=\"color:#333\"\u003enone\u003c\/span\u003e\u003c\/p\u003e\u003cp\u003e\u003cspan\u003eI2C Interface\u003c\/span\u003e: \u003cspan style=\"color:#333\"\u003eSeeed Studio XIAO \u0026amp; Arduino\u003c\/span\u003e\u003c\/p\u003e\u003cp\u003e\u003cspan\u003eInput Voltage\u003c\/span\u003e: \u003cspan style=\"color:#333\"\u003e5V\u003c\/span\u003e\u003c\/p\u003e\u003cp\u003e\u003cspan\u003eInternal System Memory\u003c\/span\u003e: \u003cspan style=\"color:#333\"\u003eInternal System Memory 64KB boot ROM\u003c\/span\u003e\u003c\/p\u003e\u003cp\u003e\u003cspan\u003eMemory Card Interface\u003c\/span\u003e: \u003cspan style=\"color:#333\"\u003eUp to 1x SD and SDIO host  support DS mode up to 25MHz\u003c\/span\u003e\u003c\/p\u003e\u003cp\u003e\u003cspan\u003eMicrocontroller\u003c\/span\u003e: \u003cspan style=\"color:#333\"\u003eHimax WiseEye2 HX6538 processor featuring a dual-core Arm Cortex-M55 and integrated Arm Ethos-U55\u003c\/span\u003e\u003c\/p\u003e\u003cp\u003e\u003cspan\u003eModel Number\u003c\/span\u003e: \u003cspan style=\"color:#333\"\u003eSeeed Studio Grove - Vision AI Module V2\u003c\/span\u003e\u003c\/p\u003e\u003cp\u003e\u003cspan\u003eOnboard Peripherals\u003c\/span\u003e: \u003cspan style=\"color:#333\"\u003ePDM Microphone  SD Card Slo\u003c\/span\u003e\u003c\/p\u003e\u003cp\u003e\u003cspan\u003eOrigin\u003c\/span\u003e: \u003cspan style=\"color:#333\"\u003eMainland China\u003c\/span\u003e\u003c\/p\u003e\u003cp\u003e\u003cspan\u003ePower Supply\u003c\/span\u003e: \u003cspan style=\"color:#333\"\u003eDual 7-pin connector \u0026amp; Type-C \u0026amp; Grove Connector\u003c\/span\u003e\u003c\/p\u003e\u003cp\u003e\u003cspan\u003eRate\u003c\/span\u003e: \u003cspan style=\"color:#333\"\u003eRate\u003c\/span\u003e\u003c\/p\u003e\u003cp\u003e\u003cspan\u003eRich Interfaces\u003c\/span\u003e: \u003cspan style=\"color:#333\"\u003eCSI  IIC UART SPI and Type-C\u003c\/span\u003e\u003c\/p\u003e\u003cp\u003e\u003cspan\u003eTypical Application Fields\u003c\/span\u003e: \u003cspan style=\"color:#333\"\u003eInternet of Things (IoT)\u003c\/span\u003e\u003c\/p\u003e\u003cdiv class=\"detailmodule_html\"\u003e\u003cdiv class=\"detail-desc-decorate-richtext\"\u003e\n\u003cdiv class=\"detailmodule_dynamic\"\u003e\u003c\/div\u003e\n\u003cp\u003e\u003cimg src=\"https:\/\/ae01.alicdn.com\/kf\/Sfb9f4fd353a34b12a16e8442cc0830d2G.png\" slate-data-type=\"image\"\u003e\u003c\/p\u003e\n\u003cbr\u003e\u003cp\u003e\u003cstrong\u003eFeatures:\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003e🌱 Powerful AI Processing Capabilities\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003eUtilizes WiseEye2 HX6538 processor with a dual-core Arm Cortex-M55 and integrated Arm Ethos-U55 neural network unit.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003e🌱 Versatile AI Model Support\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003eEasily deploy off-the-shelf or your custom AI models from SenseCraft AI, including Mobilenet V1, V2, Efficientnet-lite, Yolo v5 \u0026amp; v8. TensorFlow and PyTorch frameworks are supported.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003e🌱 Rich Peripheral Devices\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003eIncludes PDM microphone, SD card slot, Type-C, Grove interface, and other peripherals.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003e🌱 High Compatibility\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003eCompatible with XIAO series, Arduino, Raspberry Pi, ESP32 dev board, easy for further development\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003e🌱 Fully Open Source\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003eAll codes, design files, and schematics available for modification and use.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eProduct Description:\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003e\u003cu\u003eWhat are the cores?\u003c\/u\u003e\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003eThe 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.\u003c\/p\u003e\n\u003cp\u003e\u003cimg src=\"https:\/\/ae01.alicdn.com\/kf\/Se68c791edb584d81b4c4434d702b68485.png\" slate-data-type=\"image\"\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cbr\u003e\u003cstrong\u003e\u003cu\u003eHow's the performance of Grove Vision AI V2?\u003c\/u\u003e\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003eTo have a quick evaluation of this board's performance, we compared it to Seeed's other MCU-based vision AI boards - Grove Vision AI Module, XIAO ESP32S3 Sense in four areas:\u003c\/p\u003e\n\u003cp\u003e1. Power consumption: This metric indicates whether the board can be used in battery-powered products.\u003c\/p\u003e\n\u003cp\u003e2. Inference time: This metric indicates the processing speed of the MCU and how much latency is involved.\u003c\/p\u003e\n\u003cp\u003e3. Frame rate: This metric evaluates whether the product can capture instant changes, patterns, and movements.\u003c\/p\u003e\n\u003cp\u003e4. Ease of use: We assessed whether this product is user-friendly for vision AI novices and can quickly run mainstream models on the market.\u003cbr\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cimg src=\"https:\/\/ae01.alicdn.com\/kf\/S8fbe4d9f74524c159ea5b016aee2f32eR.png\" slate-data-type=\"image\"\u003e\u003c\/p\u003e\n\u003cp\u003e(Image Credits: Mengdu)\u003c\/p\u003e\n\u003cp\u003eBased on the evaluation results, the Grove Vision AI V2 boasts an impressive inference time of just 33 milliseconds, a fast frame rate of 30.30 FPS, and efficient power consumption at only 0.35 watts. These results clearly demonstrate that the Grove Vision AI V2 is a premium choice for high-performance vision processing.\u003c\/p\u003e\n\u003cp\u003e\u003cbr\u003e\u003cbr\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eWhat's on the board?\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003eGrove Vision AI V2 is now compatible with all Pi cameras through a standard CSI interface.\u003c\/p\u003e\n\u003cp\u003e\u003cbr\u003e\u003cbr\u003e\u003c\/p\u003e\n\u003cp\u003eGrove 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.\u003c\/p\u003e\n\u003cp\u003e\u003cbr\u003e\u003cbr\u003e\u003c\/p\u003e\n\u003cp\u003eWith 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.\u003c\/p\u003e\n\u003cp\u003e\u003cimg src=\"https:\/\/ae01.alicdn.com\/kf\/S1e63f261fdd84160a55fe36b93cdcdc5O.png\" slate-data-type=\"image\"\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eHow to use it?\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003eSenseCraft 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.\u003c\/p\u003e\n\u003cp\u003eIdeal 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.\u003c\/p\u003e\n\u003cp\u003e\u003cimg src=\"https:\/\/ae01.alicdn.com\/kf\/S6675c10d1db542ea893c3c127de8d382o.png\" slate-data-type=\"image\"\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eHardware Overview:\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cimg src=\"https:\/\/ae01.alicdn.com\/kf\/S4b3bba8cd40144a2a5e7d888bb7e2b576.png\" slate-data-type=\"image\"\u003e\u003cbr\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eApplications:\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cp\u003eIndustrial automation: quality inspection, predictive maintenance, voice control, etc.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eSmart city: equipment monitoring, energy management, etc.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eTransportation: status monitoring, location tracking, etc.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eIntelligent agriculture: environmental monitoring, etc.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eMobile IoT devices: wearable devices, handheld devices, etc.\u003cbr\u003e\u003cbr\u003e\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003ePart List:\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eGrove Vision AI v2 Kit:\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cp\u003e\u003cstrong\u003eGrove Vision AI v2     *1\u003c\/strong\u003e\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cstrong\u003eOV5647 Camera Module      *1\u003c\/strong\u003e\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cstrong\u003eSeeed Studio XIAO ESP32 C3      *!\u003c\/strong\u003e\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eGrove Vision AI v2 \u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cp\u003e\u003cstrong\u003eGrove Vision AI V2    *1\u003c\/strong\u003e\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cstrong\u003e\u003cspan style='background-color:rgb(255, 255, 255);color:rgb(61, 61, 61);font-size:14px;font-family:\"Open Sans\"'\u003eCable     *1\u003c\/span\u003e\u003c\/strong\u003e\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003eDocumentations\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cp\u003e\u003cstrong\u003eHX6538 Datasheet\u003c\/strong\u003e\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cstrong\u003eHimax examples for Seeed Grove Vision AI Module V2\u003c\/strong\u003e\u003cbr\u003e\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cimg src=\"https:\/\/ae01.alicdn.com\/kf\/Sfb9f4fd353a34b12a16e8442cc0830d2G.png\" slate-data-type=\"image\"\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\n\u003c\/div\u003e\u003c\/div\u003e\u003cdiv class=\"detailmodule_dynamic\"\u003e\u003cimg src=\"https:\/\/ae01.alicdn.com\/kf\/Se7df7171c8df46fc8b8ac1e662966d17A.png\" slate-data-type=\"image\"\u003e\u003c\/div\u003e\u003cbr\u003e","brand":"Spy-shop.com","offers":[{"title":"Vision AI v2 Kit \/ China Mainland","offer_id":63601455694154,"sku":"1005007033565000-Vision AI v2 Kit-China Mainland","price":86.95,"currency_code":"EUR","in_stock":true},{"title":"Vision AI Module V2 \/ China Mainland","offer_id":63601455726922,"sku":"1005007033565000-Vision AI Module V2-China Mainland","price":53.95,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0764\/5980\/2954\/files\/S856c86078d244879821cb89274c3a1164.webp?v=1789776381","url":"https:\/\/spy-shop.com\/ja\/products\/grove-vision-ai-module-v2-arm-cortex-m55-ethos-u55-tensorflow-and-pytorch-supported-arduino-raspberry-pi-xiao-esp32c3","provider":"Spy-shop.com","version":"1.0","type":"link"}