Examples combining AI model and hardware
Get started with community project examples
Here is a list of product examples using a proven and tested combination of hardware and AI model. Most of the examples are stored in specific GitHub instances (unless otherwise noted) and contain the assets and instructions to get you started. You will need the hardware to go with the example.
Custom Object Detection with CSI IR Camera on NVIDIA Jetson
Detect any thing at any time using a Camera Serial Interface Infrared Camera on an NVIDIA Jetson Nano with Azure IoT and Cognitive Services.
Vision AI Dev Kit Provisioning via Azure IoT Central PnP Module
Learn how to connect and manage Vision AI Dev Kit with Azure IoT Central PnP module
Azure IoT Edge on Raspian Buster
Azure IoT Edge on Raspian Buster
Run ONNX on NVIDIA Jetson Nano
Get started with ONNX framework and NVIDIA Jetson Nano
Kubernetes cluster with Raspberry Pi
Build a Kubernetes “Intelligent Edge” Cluster on Raspberry Pi
Anomaly detection based on audio
Learn how to record audio samples and create an audio AI model
WinML on the edge
Run Windows ML inferencing in an Azure IoT Edge module running on Windows
Void detection in retail
Recognize empty shelves in a store with Azure Databox Edge
Remote interaction with Azure IoT Central
Enable remote interaction and telemetry for DeepStream with Azure IoT Central
Intelligent Alarm
See who is visiting your home by implementating an intelligent alarm using Vision Ai Developer Kit
Intelligent Closed-Circuit TV with Azure
Get started with CCTV, Azure Time Series Insights and NVIDIA® Jetson Nano™
Workplace safety with Vision AI Developer Kit
Get started with a workplace safety solution
Ugly sweater with Raspberry Pi
Control LEDs in your ugly sweater using Twitter!
Run ONNX and Intel® OpenVINO™
Get started with ONNX framework, OpenVINO™ and Intel® powered Hardware
Turn your installed RSTP cameras into sensors
Turn your installed RSTP cameras into sensors with Deepstream
Want to publish your own example? |
Send email to aiedge@microsoft.com |