Deep Neural Analogies

Finally got some interesting results out of the code example Microsoft research released for their Visual Attribute Transfer through Deep Image Analogy paper.

Don't have time to go into details but I'll do a writeup on this later, for now I just wanted to share some results.

IMG_3265-style4_r_1.w_2AB.png

IMG_3265.jpg

Style image
style4.png
"miss universe" by Silvia Pelissero

Reverse style
IMG_3265-style4_r_1.w_2BA.png

Result with the old algorithm (using neural-style-tf) for the same inputs
result.png

Turns out to be really hard to get the output you're looking for, have to get the parameters and style/content image combo exactly right. Here's some of the more interesting failure cases:

IMG_3265-style1_r_1.w_2AB.png

IMG_3265-style6_r_1.w_2AB.png

IMG_3265-style9_r_1.w_2AB.png

IMG_3265-style10_r_1.w_2AB.png


Have a nice weekend!

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