Data Augmentation

[ibraym]

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

[vinnamkim]

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!

[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.

[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.

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