Project 4

Content Loss Diff Layers

2
3
4
5
There's not a big difference, however reconstruction completely fails if it's too early.
Here are two reconstructions from noise:


Original:
We can see the original is more saturated.

Style Loss Diff Layers

Style loss at all layers:
Style loss at conv 1 2 3 :
Style loss at conv 4 5:
Style loss comparison (two noise images) (note one had different learning rate):

Here is the original:

Style Transfer

I do normalize. I just divide by num of elements in matrix.