texture_nets icon indicating copy to clipboard operation
texture_nets copied to clipboard

Code for "Texture Networks: Feed-forward Synthesis of Textures and Stylized Images" paper.

Results 42 texture_nets issues
Sort by recently updated
recently updated
newest added

Why the shape of running_mean in Instancenorm is [C] not [N,C] ? the code " self.running_var:copy(self.bn.running_var:view(input:size(1),self.nOutput):mean(1))" I don't the reason running_mean/var view to (N,C) and mean(1)? So it similar to...

Ive been trying to train the network for the Van Gogh starry night style by modifying the style_weight and tv_weight (0.001). I am not able to get good results. ![stylized_v2](https://cloud.githubusercontent.com/assets/14928283/18140421/517407b2-6f6a-11e6-83be-c895ac3f7aeb.jpg)...

Dear all, Does anybody know the real difference of the model(net) written in the code between this repository and Johnson's fast-neural-style? I mean, in this repo, the default model parameter...

Link to a demo in README is broken https://riseml.com/DmitryUlyanov/texture_nets

**I have installed all dependencies that this repository need,but something gose wrong when running the command bellow:** th test.lua -input_image /data/artwork/content/huaban.jpeg -model_t7 data/checkpoints/model.t7 -gpu 0 THCudaCheck FAIL file=/tmp/luarocks_cutorch-scm-1-3022/cutorch/init.c line=734 error=10...

![trainlua](https://cloud.githubusercontent.com/assets/20099577/17881827/f0f1724c-693a-11e6-974e-13367e8876ec.png) ![testlua](https://cloud.githubusercontent.com/assets/20099577/17881830/f882134a-693a-11e6-948b-67e154ca1369.png)

I'm new to torch and have a fresh install just to test out fast style transfer. Installing cudnn from deb packages installs it in `/usr/lib/x86_64-linux-gnu/` as referenced [here](https://github.com/NVIDIA/nvidia-docker/issues/172) and in...

Hi, i find i can't tune the style scale in result using test.lua, also i can't find any option about it or is it possible in theory to scale style...

Hi! It looks like there is a problem where all the "brush strokes" in a style are all the same size. You can really see it here: ![karya-oil_07-stylweight3-stylesize512-learning0-001-model 40000](https://cloud.githubusercontent.com/assets/10135842/17484147/b0449174-5d56-11e6-9ed1-1b3039c60714.jpg) This...

I found default transfer parameter is cmd:option('-content_weight', 1) cmd:option('-style_weight', 1) cmd:option('-tv_weight', 0, 'Total variation weight.') seems not same with common option(Gatys set 1000:1), is it your pretrained option? and do...