crowsonkb / style_transfer

Data-parallel image stylization using Caffe.
MIT License
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replicate neural-style results? #19

Open moofin2017 opened 7 years ago

moofin2017 commented 7 years ago

I'm not able to replicate (something close) neural-style (https://github.com/jcjohnson/neural-style) results in the generated art. Using single-scale and turning off some of the extra features. Is there something I'm missing or is there some implementation detail that needs to changed?

--init-image XXX \ --style-layers 'conv1_2' 'conv2_2' 'conv3_2' 'conv4_2' \ --content-layers 'conv4_2' \ --iterations 500 \ --tile-size 640 \ --min-size 640 \ --size 640 \ --content-weight 0.05 \ --tv-weight 0 \ --swt-weight 0 \ --swt-power 0 \ --p-weight 0 \ --p-power 0

ProGamerGov commented 6 years ago

There was this information that might be helpful to you: https://github.com/crowsonkb/style_transfer/issues/8, but I seem to recall that something might have changed in a subsequent update (the results didn't look the same anymore).

ProGamerGov commented 6 years ago

@moofin2017 It seems like @crowsonkb is probably either too busy to work on this project anymore, or might have abandoned the project. You could use git checkout to get a version without certain bugs or features.

I think that

git checkout aad317a, link

Or probably this version would work:

git checkout 3721a9a, link