Microsoft Vision AI DevKit
This Vision AI DevKit is a starter kit for running artificial intelligence models on devices at the intelligent edge. It is a reference design for IoT products in industrial safety, manufacturing, logistics, retail, and home and enterprise security use cases.
The Vision AI DevKit is built on the Qualcomm Vision Intelligence 300 Platform and includes camera processing software, hardware-accelerated inferencing of AI models, and SDKs for machine learning and computer vision. The kit combines the Azure Machine Learning service from Microsoft and the edge computing power of the Vision Intelligence Platform from Qualcomm Technologies.
Support and services for the Vision AI DevKit provided by eInfochips.
Features:
- Software development kit containing Visual Studio Code with Python modules
- Prebuilt Azure IoT deployment configurations
- Vision AI Developer Kit extension for Visual Studio (on GitHub)
- A default module that recognizes over 183 different objects.
Benefits
Rapid Prototyping
Deploy vision models at the intelligent edge in minutes, regardless of current machine learning skill level.
Fast Deployments
Azure IoT Hub can push containerized vision ML models and other modules remotely to Vision AI Development Kits, simplifying the deployment process.
Intelligence at the Edge
The kit does inferences and runs containerized Azure services locally, enabling near-real time actions.
Video:
Vision AI Developer Kit Overview
Microsoft Azure IoT Architecture for the Vision AI DevKit
The Microsoft Azure IoT Edge runtime and the Qualcomm Neural Processing SDK for AI make it easy to take models trained in the cloud and run hardware-accelerated inference at the intelligent edge. The kit runs models built using Microsoft Azure Machine Learning (AML). It also runs other Azure services like Azure Stream Analytics, Azure Functions, Azure Cognitive Services and Azure SQL Server for edge analytics and AI processing.
Technical Specifications
| Main Board | Vision AI Development Kit |
|---|---|
| OS | Yocto Linux |
| SoC | Qualcomm QCS603 |
| PMIC | PME 605/8005 |
| Wi-Fi/Bluetooth | WCN3980 (1x1)/ Bluetooth low energy 5 |
| Camera | 8MP/4K UHD |
| eMMC | 16GB |
| LPDDR4x | 4GB |
| Speaker / Mic | Line in / out / 4x Mic / Speaker |
| Ethernet (RJ45) | Via USB-C with adapter |
| Power | Rechargeable battery / PoE / USB-C |
| Storage | Rechargeable battery / PoE / USB-C |
| Indicator | 3x LED |
| USB | USB Type C |
| HDMI | HDMI A |
Resources
Data Sheet
Vision AI Developer Kit
Video
IoT in Action: Vision AI Developer Kit Demo
Webinar
Vision AI Developer Kit by eInfochips
Microsoft
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