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.
One of KubeEdge applications is the Highway ETC System:
KubeEdge landing application deployment guide
The following picture shows detailed workflow of the KubeEdge landing application:
