ProGamerGov

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Are Gatys' Grad related functions different that Neural-Styles? I'm looking for where the style masks come into play. Or should I be looking at different functions for implementing these features...

From what I can see, luminescence style transfer requires the LUV color space, which unlike YUV, it has no easy to use function in the `image` library. Style masks seem...

I must be missing something when trying to replicate the "Naive scale combination" from here: https://github.com/leongatys/NeuralImageSynthesis/blob/master/ExampleNotebooks/ScaleControl.ipynb Following the steps on the research paper: --- Should result in something like this...

Ok, so analyzing the styled style image from Gatys' code: The outputs have the parameters used, and the values used, in the name: `[scimg_fig4_content.jpg_spimg_fig4_style2.jpg_simg_fig4_style3.jpg_hrpt_layer_relu4_1_hrsz_1024_model_norm_pad_ptw_1.0E+05]` I think was used to make...

**On the subject of Gram Matrices (Leon Gatys said this would be important for transferring features to Neural-Style):** > Neural-Style is normalising the Gram Matrices differently, as it additionally divides...

>When you want to disable content_loss, why not simply set content_weight to 0? I will try that as well later today. I think my settings from before were to different...

I think I figure out the style combination: ![](https://i.imgur.com/lttsmwF.png) The styled style image: https://i.imgur.com/G1eZerW.png This was used to produce the final image: `th neural_style.lua -original_colors 1 -style_weight 10000 -output_image out3.png...

@VaKonS I'll take a look. I originally pasted in Gatys GPU handling code at the time because I couldn't get the reflection function to work with this line of code:...

@VaKonS , I made a version that contains other padding types: https://gist.github.com/ProGamerGov/0e7523e221935442a6a899bdfee033a8 When using `-padding`, you can try 5 different types of padding: `default`, `reflect`, `zero`, `replication`, or `pad`. In...

I have been trying to get this python script to work for the linear color feature found in Gatys' code here: https://github.com/leongatys/NeuralImageSynthesis/blob/master/ExampleNotebooks/ScaleControl.ipynb https://gist.github.com/ProGamerGov/5fc5ef9035edc9a026e41925f733a45c The idea is that making this feature...