Product Description:
The Grove Vision AI V2 Kit is a next-generation embedded vision and AI development platform powered by the Himax WiseEye2 HX6538 processor, featuring a dual-core Arm Cortex-M55 and integrated Arm Ethos-U55 microNPU for exceptional performance in edge AI applications.
This compact yet powerful module enables real-time image recognition, object detection, and visual AI processing directly on-device — no external computer or cloud service needed. Supporting TensorFlow, PyTorch, and SenseCraft AI, it allows developers to easily deploy pre-trained or custom models such as MobileNet V1/V2, EfficientNet-Lite, YOLOv5, and YOLOv8.
Designed for flexibility, the Grove Vision AI V2 is compatible with Seeed Studio XIAO, Arduino, ESP32, and Raspberry Pi platforms. It includes multiple peripherals like a PDM microphone, SD card slot, CSI interface, Type-C connector, and Grove port, offering plug-and-play connectivity for prototyping, IoT devices, and tinyML projects.
The kit also includes the Raspberry Pi OV5647 Camera Module (choose from Standard, IR, or Wide FOV options), offering high-quality 5MP image capture and compatibility across a wide range of embedded applications.
Key Features:
High-performance AI processing with Himax WiseEye2 HX6538 SoC
Supports popular AI frameworks: TensorFlow, PyTorch, and Seeed SenseCraft AI
Plug & play vision AI – deploy models directly with no-code/low-code tools via SenseCraft AI
Versatile camera options:
Fully open source: access to code, design files, and schematics
Rich peripheral support:
CSI interface for camera
PDM microphone
SD card slot
UART, SPI, I²C
Type-C & Grove ports
Compatible with: Seeed Studio XIAO series, Arduino, Raspberry Pi, ESP dev boards
Industrial-grade performance for smart sensing, IoT, robotics, and vision-based applications
Technical Specifications:
| Parameter | Specification |
|---|
| Processor | Himax WiseEye2 HX6538 Dual-Core Arm Cortex-M55 + Ethos-U55 NPU |
| Main Frequency | 400MHz (big core) / 150MHz (little core) |
| NPU Frequency | Up to 400MHz |
| System Memory | Up to 2432KB configurable |
| Boot ROM | 64KB |
| Interfaces | CSI, UART, I²C, SPI, Type-C |
| Storage | SD/SDIO card interface (up to 25MHz DS mode) |
| Power Input | 5V (Type-C or dual 7-pin connector) |
| AI Framework Support | TensorFlow, PyTorch, SenseCraft AI |
| Camera Sensor | OV5647 (5MP, 2592×1944 pixels) |
| FOV Options | 62°, 67° IR, 160° IR |
| Video Modes | 1080p@30fps, 720p@60fps |
| Operating Temperature | -20°C to +70°C |
| Camera Size | 25×23×9 mm (Standard) / 38×38×18.4 mm (IR) |
Applications:
Industrial Automation: Visual inspection, predictive maintenance, and voice control
Smart Cities: Equipment monitoring and energy management
Transportation: Object detection and status tracking
Intelligent Agriculture: Environmental condition monitoring
IoT & TinyML Projects: Edge computing and vision recognition
Wearable & Mobile Devices: Real-time AI inference and image processing
Package Includes:
1 × Grove Vision AI V2 Module
1 × Raspberry Pi OV5647 Camera Module (choose FOV/IR variant)
1 × Seeed Studio XIAO Board
Resources & Documentation:
HX6538 Datasheet
SenseCraft AI Model Deployment Platform
