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OpenVINO model zoo: camvid semantic segmentation

Letty
Novice
1,551 Views

Hi,

I would like to try and use some of the models available in the OpenVINO model zoo that use the Camvid dataset (e.g. icnet-camvid-ava-0001).

However I am confused by the description of the output, as it says that the classes used are 12 (https://github.com/openvinotoolkit/open_model_zoo/blob/master/models/intel/icnet-camvid-ava-0001/description/icnet-camvid-ava-0001.md), but the Camvid dataset on which it is based has 32 classes instead (http://mi.eng.cam.ac.uk/research/projects/VideoRec/CamVid/).

Is it possible to know which classes are the output of the icnet-camvid-ava-0001 model and in what order are the class IDs?

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IntelSupport
Community Manager
1,517 Views

Hi Letty,

The icnet-camvid-ava-0001 model is based on 12 classes version used for the training. Check out this research paper at section 3.2 and 4 on the CamVid and it classes available.

https://arxiv.org/pdf/1608.01745.pdf

 

Regards,

Aznie


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IntelSupport
Community Manager
1,524 Views

Hi Letty,

Thanks for reaching out. We are investigating this and will get back to you at the earliest.


Regards,

Aznie


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IntelSupport
Community Manager
1,518 Views

Hi Letty,

The icnet-camvid-ava-0001 model is based on 12 classes version used for the training. Check out this research paper at section 3.2 and 4 on the CamVid and it classes available.

https://arxiv.org/pdf/1608.01745.pdf

 

Regards,

Aznie


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Letty
Novice
1,513 Views

Thanks a lot for the reply and for the link to the original paper, appreciate your help!

Regards

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IntelSupport
Community Manager
1,500 Views

Hi Letty,

This thread will no longer be monitored since this issue has been resolved. If you need any additional information from Intel, please submit a new question.


Regards,

Aznie




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