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Under the openvinotoolkit is a repo for training deepReID and there are a number of projects such as training a model for person attributes

  1. Is this the codebase that was used to train the pre-trained models provided with OpenVino?
  2. Is it possible to provide a script to show how to obtain the pre-trained models using the code?
  3. The person attribute uses a dataset with more attributes than provided by the pre-trained model. Is there an updated model using this repo?
zviF
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1 Answers1

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  1. Deep-object-reid uses Torchreid. Torchreid is a library for deep-learning person re-identification, written in PyTorch. This toolkit allows developers to deploy pre-trained deep learning models through a high-level C++ Inference Engine API integrated with application logic.

  2. You can download the pretrained models from Open Model Zoo by going to the directory: openvino/deployment_tools/open_model_zoo/tools/downloader

    Then, run the following command to download pre-trained models: ./downloader.py --name <model_name> For more details, please visit this page.

  3. This repo is forked from KaiyangZhou/deep-person-reid.

Rommel_Intel
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  • Thanks but I was looking to train my models and as a start I would like to be able to train an existing model all the way from the Torchreid to the OpenVino framework (so I would like to first reproduce a pretrained model). In addition to this I would like to understand if the person attributes repo produced an openvino model( there seems to be many more attributes in the dataset here than in the pretrained model). – zviF Mar 26 '21 at 14:42