ProGamerGov
ProGamerGov
@s-a Normally I save the tile pieces at 50,150, 250, and 500 iterations, then I piece them together and see which iteration blends the best. I find that depending on...
@s-a There is now a version of Neural-Style which utilizes internal tiling located, here: https://github.com/VaKonS/neural-style. Because the tiling is internal, and due to a few other tricks, it's pretty much...
Is it an issue with missing or out of date packages? https://github.com/jcjohnson/neural-style/issues/360 https://github.com/jcjohnson/neural-style/issues/164 If not, then maybe this issue has helpful information? https://github.com/jcjohnson/neural-style/issues/44
Can you create larger images with the Volta 100 GPUs? I've also noticed that newer Cuda/Torch/cuDNN versions seem to have worse performance, so maybe something like that is messing with...
Or try this solution: https://github.com/soumith/cudnn.torch/issues/383 It seems that you have to specify the right branch of `cudnn.torch` now?
Ok, I think I have gotten the new -reflectance parameter working, though I don't know what it does: https://github.com/ProGamerGov/neural-style/blob/master/neural_style.lua Though it seems to alter the output.
Multires without `-reflectance`: https://i.imgur.com/LvpXgaW.png Multires with `-reflectance`: https://i.imgur.com/YIiqsOx.png The `-reflectance` command increases the GPU usage. Content image: https://i.imgur.com/sgLtFDi.png Style image: https://i.imgur.com/PsXIJLM.jpg
@htoyryla >Thus the main difference between your code and Gatys' is that you do padding after the convolution, while the normal practice is to do padding before convolution. So the...
And for implementing the masks, [Gatys' implementation uses hdf5 files](https://github.com/leongatys/NeuralImageSynthesis/blob/master/ImageSynthesis.lua#L148-L155), though Neural-Style does not: `cmd:option('-mask_file', 'path/to/HDF5file', 'Spatial mask to constrain the gradient descent to specific region')` ``` -- Load mask...
I ran a quick test with the `-reflectance` option. The change is not particularly obvious at first glance, but it does appear to cause a change. More testing, and different...