Any recommendation on PyTorch Style Transfer package? I would need it to overcome problems of domain shift in a OCT dataset. Essentially, it is a dataset of retina photos taken with different lenses that result in drastically different visual appearance. My intention is to use style transfer as a means to generate more training samples for each lens type from pictures taken with other lenses.
Yes I mean cycleGAN. No, I am not using pretraining. The reason it may work well with little data could be because during a single iteration it’s looking at random pairs of the images. That’s my speculation.