I want to use a CNN for classification of galaxies. For this, I intended to use the torchvision.transforms module to perform some data augmentation. However, for this purpose there are PIL Images required. So I have to convert my float type images to uint8 and hence I have lose some data. Can I do something to prevent this or is this not from relevance anyways?