Wengao Ye

Hi apockill, 1. You don't need to re-train vgg19 model. Actually, you could consider vgg19 as a product, which comes from a competition called 'ILSVRC' (ref paper: https://arxiv.org/pdf/1409.1556.pdf). People always...

Cool idea! Since the current VGG19 is trained to classify common objects, e.g. human beings, animals, fruits, etc., it probably does not have enough capacity to extract important features in...

Hi! I am not sure what error did you come across. It would be a great help if you could post the error log. Here, I guess your error comes...

Hi! @JoeyQWu FYI I have updated this repo recently. Doing some optimization to speed up training process and inferring process. The 'preprocess' script is also been updated. Technically, if you...

@JoeyQWu BTW, I suppose you use the WikiArt train set which is about 32GB and 80k images.

It sounds interesting. Maybe we could do some experiment on it. However, in my intuition, each layer of the decoder contains features of both content and style. That means there...