larger-neural-style

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Potential usage of the new "-init_image" command for tile processing

1

In a relatively recent update, Neural-Style gained a new feature in the form of the `-init_image` command. See the commit adding the new feature here: https://github.com/jcjohnson/neural-style/commit/197ad4218f0536b3b284ea322a190d507f4d8757 This command presents an...

ProGamerGov

@0000sir It appears somewhere in the 2x2 script, and possibly the 3x3, have an issue with the EXPAND_BORDER value that prevents the tiles from properly being put back together,

ProGamerGov

Suggestion: Multiple separate iteration values and different tiled outputs

4

The number of iterations used for the upres tiling should be an independent value of the original output's number of iterations. In practice I have found that high iteration counts...

ProGamerGov

New arxiv.org paper that looks extremely similar to this project

3

So I just found this research paper here: https://arxiv.org/ftp/arxiv/papers/1612/1612.00085.pdf, that's titled "Texture Enhancement via High-Resolution Style Transfer for Single-Image Super-Resolution". It seems to detail the same process/technique as this project....

ProGamerGov

Tiles are not correctly lined up with each other

14

Non feathered image:  Feathered image on-top of non-feathered image: 

ProGamerGov

ProGamerGov