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