End to End Examples¶

Helmet Detection¶

The Helmet Detection example provides introduction machine learning (ML) concepts, data science workflows and ML model development and deployment on Kubeflow on vSphere. Following this example, you build and deploy a ML model that can read a picture and report whether people in the picture wears a helmet or not.

To be specific, this example covers the following Kubeflow on vSphere features:

• Model development with Kubeflow Notebook

• Model tuning automation with Kubeflow pipeline

• Model deployment with KServe

To get more details on this example, visit this page.