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Add data augmentation #282

Description

@tjarkmiener

Please describe the use case that requires this feature.
To overcome overfitting it would be good to add some data augmentation techniques.

Describe the solution you'd like
We can think of some components implementing different techniques and then use a list of components in the data loading for both frameworks (Keras and PyTorch)

Describe alternatives you've considered
None

Additional context
See here for reference.

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