Object Detection

Learn the basics of AI/ML into an OpenShift development workflow with OpenShift Data Science Sandbox in one module of 1 hour.

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Tutorial: dn.dev/rhods-tutorial

Slides: dn.dev/rhods-workshop

Object Detection

Duration

Audience

Level

1 hour

Data Scientists that want to work on Kubernetes

Beginner

In this introductory workshop, you’ll learn how to use Red Hat OpenShift Data Science and use an object detection model in several different ways.+

Object Detection workshop"

What you will learn:

  • Starting a Jupyter environment on OpenShift Data Science

  • Run the Licence plate recognition notebook

  • Package the model as an API

  • Packaging a Python Flask application as a container

  • Test the application on Kubernetes and access the webcam for live detection with pictures

  • Integrate Kafka for real-time live detection with video