OpenVino toolkit - deepReID repo

[Zvi]

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?

[Zulkifli_Intel]

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]

Was this repo used to create the pretrained models? 

[Zulkifli_Intel · Accepted solution]

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]

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