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Unable to Use Intermediate Representation (IR) v11 with OpenVINO™ 2021.3 on Raspberry Pi

Content Type: Troubleshooting   |   Article ID: 000093146   |   Last Reviewed: 02/28/2023

Description

  1. Converted a yolov5 model into IR v11 using OpenVINO™ 2022.2 in Google Colab:
    !git clone https://github.com/ultralytics/yolov5
    %cd yolov5
    !pip install -qr requirements.txt
    !pip install onnx>=1.1.2
    !export PYTHONPATH="$PWD" && python export.py --weights <my custom pytorch model> --img 512 --include openvino

     
  2. The converted IR v11 model is not compatible with OpenVINO™ 2021.3 on Raspberry Pi.

Resolution

Build the latest OpenVINO™ 2022 from source to use IR v11 model.

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