Intel® Distribution of OpenVINO™ Toolkit
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Covnert PyTorch-YOLOv3 to Intel IR

Bigishios__Gjegj
Beginner
386 Views

Hi all.

Is it possible to convert PyTorch-YOLOv3 to Intel IR?

I found instruction just for a TensorFlow implementation

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3 Replies
Iffa_Intel
Moderator
386 Views

Greetings,

You will found the documentation regarding converting YOLO model to Intel IR here:

http://docs.openvinotoolkit.org/latest/_docs_MO_DG_prepare_model_convert_model_tf_specific_Convert_Y...

 

This tutorial explains how to convert real-time object detection YOLOv1*, YOLOv2*, and YOLOv3* public models to the Intermediate Representation (IR).

 

Sincerely,

Iffa

Iffa_Intel
Moderator
386 Views

Greetings,

I may have missed you were specifically referring to a PyTorch implementation of YoloV3 and not a TensorFlow implementation of YoloV3.

PyTorch is not officially supported by OpenVINO, but you can try converting  it into ONNX format and then to IR with Model Optimizer.

The guide here covers converting PyTorch models to IR via ONNX conversion, however as the guide shows, YoloV3 is not under the supported models (OpenVINO™ toolkit officially supports public Pytorch* models (from torchvision 0.2.1 and pretrainedmodels 0.7.4 packages) via ONNX conversion).

You can refer here: 

http://docs.openvinotoolkit.org/2018_R5/_docs_MO_DG_prepare_model_convert_model_Convert_Model_From_O...

 

Hope this helps!

Sincerely,

Iffa

Iffa_Intel
Moderator
386 Views

Hi,

I'm closing the case since the are no reply within 5 working days.

If there are any inquiries please help to create a new thread.

 

Thanks & have a great day ahead.

Sincerely,

Iffa

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