ProGamerGov

Just remember that if the train and val sets do not contain examples for every label, it is likely to result in poor training. That's why I had to write...

I found this Tensorflow based image classifier here that seems to be extremely easy to setup and use, https://github.com/llSourcell/tensorflow_image_classifier The Tensorflow model on that Github page has to be trained...

Maybe try using -init image, and higher content/style weight values while preserving the ratio? Also looks like the app in question is using a lower style weight, like maybe 0.5-0.75.

@Inkognitovsky @htoyryla Using this command: `th neural_style.lua -seed 219 -content_image content.jpg -style_image style.jpg -content_weight 100 -style_weight 1500 -init image -normalize_gradients` How do I get the `-style_layer_weights` parameter to increase the...

@htoyryla I am using the default layers. > The weights need to be given in the same order. In that command line you are using the default style layers: relu1_1,relu2_1,relu3_1,relu4_1,relu5_1....

@Inkognitovsky Any progress on farther refining the settings to resemble Ostagram's results?

I've heard that the various Python implementations don't seem to be on par with the Lua implementation yet.

@htoyryla > Missing features can be added if one knows python. You can also use Torch7's Lua modules in Pytorch. I've been wanting to translate Neural-Style into PyTorch for a...

For Tensorflow, there is also neural-style-tf: https://github.com/cysmith/neural-style-tf It does pretty much everything Neural-Style does along with [masked style transfer](https://gist.github.com/ProGamerGov/bcbd27a3d2e431adb73ef158d9990d93) and "[Artistic style transfer for videos](https://github.com/manuelruder/artistic-videos)". But I was talking about...

I've got a basic PyTorch style transfer script setup to try and copy `neural_style.lua`, but I am having issues trying to implement the normalization step that takes places during the...