Data Augmentation in PyTorch

Question

I am a little bit confused about the data augmentation performed in PyTorch. Now, as far as I know, when we are performing data augmentation, we are KEEPING our original dat

Answer 1

Yes the dataset size does not change after the transformations. Every Image is passed to the transformation and returned, thus the size remaining the same.

If you wish to use the original dataset with transformed one concat them.

e.g increased_dataset = torch.utils.data.ConcatDataset([transformed_dataset,original])