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DmitryUlyanov / texture_nets

Code for "Texture Networks: Feed-forward Synthesis of Textures and Stylized Images" paper.
Apache License 2.0
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Parameter used in Figure 3? #30

Open ycjing opened 7 years ago

ycjing commented 7 years ago

Figure 3 in "Texture Networks: Feed-forward Synthesis of Texture and Stylized Images" is fantastic. For style of Picasso's painting (first row of figure 3), I trained the model with default parameter. But the result with style of Picasso's painting is bad. Can you share the parameter setting for style of Picasso's painting ,or the trained model? Thank you very much!

alexblickenstaff commented 7 years ago

I'd also be very interested in this. My results with starry night seem to combine the blues and yellows into one in-between color as opposed to keeping them separate like in the image you referenced.

zikzxak commented 7 years ago

What helped me was to actually go through the parameters and try to understand what each one does. Then It should be quite easy to adjust them according to the style image and end up with similar results than in the paper.

alexblickenstaff commented 7 years ago

Thanks! Have you tried tweaking parameters since the texture feature was removed? If I set the -mode here to texture it gives an error. Are there any parameters that can be tweaked other than content_weight, style_weight, tv_weight, batch_size, normalize_gradients, and vgg_no_pad?

ycjing commented 7 years ago

@zikzxak Many thanks! I'll have a try.