Intel® Distribution of OpenVINO™ Toolkit
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OpenVino toolkit - deepReID repo

Zvi
Novice
304 Views

Under the openvinotoolkit is a repo for training deepReID - https://github.com/openvinotoolkit/deep-object-reid and there are a number of projects such as training a model for person attributes - https://github.com/openvinotoolkit/deep-object-reid/tree/ote/projects/attribute_recognition
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? (this is so that if I train a new model I know that my setup is correct)
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?

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1 Solution
Zulkifli_Intel
Moderator
248 Views

Hello Zvi Figov,


The deep-object-reid repo is used to train the deep-object-reid model. For more information on deep-object-reid model, you can open the ticket here.


Regards,

Zulkifli


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4 Replies
Zulkifli_Intel
Moderator
270 Views

Hello Zvi Figov,

 

Thank you for contacting us.  

 

  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 pre-trained 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.

 

 

Regards,

Zulkifli

 

Zvi
Novice
262 Views

Was this repo used to create the pretrained models? 

Zulkifli_Intel
Moderator
249 Views

Hello Zvi Figov,


The deep-object-reid repo is used to train the deep-object-reid model. For more information on deep-object-reid model, you can open the ticket here.


Regards,

Zulkifli


Zulkifli_Intel
Moderator
213 Views

Hi Zvi Figov,


This thread will no longer be monitored since we have provided information. If you need any additional information from Intel, please submit a new question. 


Regards,

Zulkifli


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