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Published 20 hours ago • verified publisher icon openvinotoolkit

Data Augmentation

Open ibraym opened this issue 1 year ago • 3 comments

Hi, I suggest adding one or a set of transformers that can be used to increase the dataset size. In some cases there is a need to increase the size of the dataset by applying some transformations (cropping, rotating, ...). Also, I suggest using Detectron2 to implement this feature. I would be happy to contribute. Thanks

ibraym avatar Feb 26 '23 17:02 ibraym

Hi @ibraym,

Thanks for your interests on Datumaro project. Let me be clear to understand what you suggest in advance. Do you want to add a new feature to Datumaro to perform image augmentation offline to further enrich datasets (usually done online during model training)?

Thank you!

vinnamkim avatar Feb 27 '23 01:02 vinnamkim

Hi @vinnamkim

Yes, I think that it would be good to add the ability to perform offline augmentation. BTW I'hv already implemented such functionality to perform augmentation using Detectron2 and Datumaro, that's why I thought that this feature may should be integrated within Datumaro.

ibraym avatar Feb 27 '23 14:02 ibraym

Hi @vinnamkim

Yes, I think that it would be good to add the ability to perform offline augmentation. BTW I'hv already implemented such functionality to perform augmentation using Detectron2 and Datumaro, that's why I thought that this feature may should be integrated within Datumaro.

It sounds great! Our team will be happy to review your PR about this feature.

vinnamkim avatar Feb 28 '23 01:02 vinnamkim