How-To Guides

This section reveals how to use CLI, both base and advanced features.

It provides the end-to-end solution from installation to model deployment and demo visualization on specific example for each of the supported tasks.

• Base tutorial
  • How to train, validate, export and optimize the model
    • Classification model
    • Object Detection model
    • Instance Segmentation model
    • Semantic Segmentation model
    • Anomaly Detection Tutorial
    • Action Classification model
    • Action Detection model
  • How to run the demonstration mode with OpenVINO™ Training Extensions CLI
  • How to deploy the model and use demo in exportable code
  • How to explain the model behavior
• Advanced tutorial
  • Use Semi-Supervised Learning
  • Use Self-Supervised Learning
  • Backbone Replacement
  • Utilize OpenVINO™ Training Extensions APIs in your project
  • Simple HPO Tutorial