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Universal segmentation with OneFormer with OpenVINO™

This tutorial explains how to convert and run inference on the OneFormer HuggingFace model with OpenVINO.

Notebook Contents

This tutorial demonstrates step-by-step instructions on how to run HuggingFace OneFormer with OpenVINO.

The tutorial consists of the following steps:

  • Install required libraries
  • Prepare the environment
  • Load OneFormer fine-tuned on COCO for universal segmentation
  • Convert the model to OpenVINO IR format
  • Select inference device
  • Choose a segmentation task
  • Inference
  • Interactive demo