Interactive Image Classification with Jupyter Notebooks on Red Hat OpenShift AI

Learning path | 3 resources | Published on December 20, 2024
Alex Krikos Ramakrishna Yekulla

This tutorial demonstrates how to use Jupyter Notebooks within Red Hat OpenShift AI to interactively classify images of cats and dogs. We leverage TensorFlow and ipywidgets to simulate real-time data streaming and visualization. Learners can interact directly with AI models, gaining insights into how machine learning algorithms process and classify data in real-time.

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  1. Overview: Interactive Image Classification with Jupyter Notebooks on Red Hat OpenShift AI
  2. Prerequisites and step-by-step guide Page
  3. Additional resources Page

Overview: Interactive Image Classification with Jupyter Notebooks on Red Hat OpenShift AI

Jupyter Notebooks on Red Hat OpenShift AI share/feature image

This tutorial demonstrates how to use Jupyter Notebooks within Red Hat OpenShift AI to interactively classify images of cats and dogs. We leverage TensorFlow and ipywidgets to simulate real-time data streaming and visualization. Learners can interact directly with AI models, gaining insights into how machine learning algorithms process and classify data in real-time.