Can I train openvino models?

[FSern]

Hello,

Can I train a model already in IR format?

I have been looking but I haven't found anything so I was wondering if I could train for example a model provided in the model zoo with my own dataset, or even a model I already converted to IR? or maybe could I convert a model from IR back to tensorflow for example?

Thanks.

[Iffa_Intel]

Greetings,

Here are some options for your question:

1. No, you cannot train your own data to a pre-trained OpenVino models

2. Yes, if you are using framework such as Tensorflow, train your data there, convert it to OpenVino format and build your code ^_^

Here are some insight on how to do so:

Tensorflow custom training tutorial : https://www.tensorflow.org/tutorials/customization/custom_training_walkthrough

Convert trained Tensorflow model to Openvino format: 

https://docs.openvinotoolkit.org/latest/_docs_MO_DG_prepare_model_convert_model_Convert_Model_From_TensorFlow.html

Here is a video to do so. Hopefully it could give you clearer idea on how to do the convertion:

https://www.youtube.com/watch?v=QW6532LtiTc

Hope my answer helps!

Sincerely,

Iffa

[Iffa_Intel]

Hi,

I'm closing the case since there 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