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Deploy an Edge-based Machine Learning Solution

About this sample


This sample will help you deploy a solution that does rapid inferencing on an Azure Data Box Edge or an Azure Stack with an IoT Edge VM.

Included Models

This sample includes containers with models trained on a sample dataset for inferencing on CPUs, GPUs, and FPGAs. Data Box Edge supports CPU and FPGA inferencing, Azure Stack supports CPU inferencing, and Azure support all three technologies.

General Architecture

Below is a general architecture for this sample. Diagrams for each specific implementation can be found with the instructions for that implementation.

Supported Cameras

Cameras that use RTSP streams or have an HTTP endpoint for images are natively supported, but the code can be extended to other stream types.


Next Steps

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