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KubeEdge Blueprint provides a Machine Learning Inference Offload application. The architecture is illustrated in the following picture.

This application provides a service that offload inference on the Edge. It consists three layers cloud, edge and device collaboration.

Cloud - training application, focusing on Emotion recognition model training.
Edge - inference application, provideing a ML offloading service for inference.
Device - capture and preprocess the image and use edge ML offloading service to provide an emotion recognition service.

Akraino > KubeEdge BP Landing Applications > image2020-11-12_22-40-4.png

One of KubeEdge applications is the Highway ETC System:

Akraino > KubeEdge BP Landing Applications > image2021-2-18_16-2-35.png

The following picture shows detailed workflow of the KubeEdge landing application:

Akraino > KubeEdge BP Landing Applications > modeloperatorflowchart.PNG