ProGamerGov’s gists

ProGamerGov / neural_style.lua

Created February 13, 2017 01:21

	require 'torch'
	require 'nn'
	require 'image'
	require 'optim'

	require 'loadcaffe'


	local cmd = torch.CmdLine()

ProGamerGov / linear-color-transfer.py

Created February 16, 2017 17:41

This script performs the linear color transfer step that the Scale Control feature in leongatys/NeuralImageSynthesis performs.

	#This script performs the linear color transfer step that
	#leongatys/NeuralImageSynthesis' Scale Control code performs.
	#https://github.com/leongatys/NeuralImageSynthesis/blob/master/ExampleNotebooks/ScaleControl.ipynb
	import scipy
	import h5py
	import skimage
	import os
	from skimage import io,transform,img_as_float
	from skimage.io import imread,imsave
	from collections import OrderedDict

ProGamerGov / neural_style_criterion.lua

Created March 2, 2017 23:15

Testing a new "criterion" parameter

	require 'torch'
	require 'nn'
	require 'image'
	require 'optim'

	require 'loadcaffe'


	local cmd = torch.CmdLine()

ProGamerGov / neural_style_l2_dd_fc_labels_t7.lua

Last active June 11, 2017 22:33

New features include ".t7" Torch7 model support, Inception, ResNet, etc... architecture support, DeepDream, FC layers (caffemodels only) can be used as content layers and DeepDream layers, the ability to use label files, and an experimental pixel decay/L2 latent state regularizer.

	-- Original DeepDream code by github.com/jcjohnson
	-- Simaltaneous DeepDream and style transfer modifications by github.com/ProGamerGov

	-- The FC layers as content layers feature, and the label file features come from:
	-- github.com/htoyryla's gist.github.com/htoyryla/806ca4d978f0528114282cd00022ad71

	-- Torch model and architecture support from https://github.com/szagoruyko/neural-style/tree/torch

	require 'torch'
	require 'nn'

ProGamerGov / cuda_utils.cu

Last active June 11, 2017 23:22

Neural-Style with the laplacian feature from deep-photo-styletransfer. See the comments for setting up and using the new feature.

	extern "C" {
	#include "lua.h"
	#include "lualib.h"
	#include "lauxlib.h"
	}

	#include "luaT.h"
	#include "THC.h"

	#include <stdio.h>

ProGamerGov / laplacian.py

Last active April 21, 2017 10:39

Working Laplacian Creator

	# Standalone version of the Matting Laplacian code from here: https://github.com/martinbenson/deep-photo-styletransfer
	# Usage: python3 laplacian.py -in_dir <directory> -lap_dir <directory> -width <value>
	# Install the depdendencies with: pip3 install numpy scipy Pillow
	# This script is intended for use with artistic style transfer neural networks, and Deep Photo Style Transfer.

	import argparse
	import glob
	import os
	import shutil
	import multiprocessing

ProGamerGov / neural_style_all.lua

Last active June 11, 2017 20:29

	-- Original DeepDream code by github.com/jcjohnson
	-- Simaltaneous DeepDream and style transfer modifications by github.com/ProGamerGov

	-- The FC layers as content layers feature, and the label file features come from:
	-- github.com/htoyryla's gist.github.com/htoyryla/806ca4d978f0528114282cd00022ad71
	-- Indepdent layer weights from: https://github.com/htoyryla/neural-style/blob/master/neural_style.lua

	-- Torch model and architecture support from https://github.com/szagoruyko/neural-style/tree/torch

	-- Matting laplacian code from: github.com/martinbenson/deep-photo-styletransfer/

ProGamerGov / neural_style_time.lua

Last active June 11, 2017 20:28

	require 'torch'
	require 'nn'
	require 'image'
	require 'optim'

	require 'loadcaffe'


	local cmd = torch.CmdLine()

ProGamerGov / neural_style_l2_dd_fc_labels_t7_layer_weights_laplacian_time.lua

Last active June 11, 2017 20:29

	-- Original DeepDream code by github.com/jcjohnson
	-- Simaltaneous DeepDream and style transfer modifications by github.com/ProGamerGov

	-- The FC layers as content layers feature, and the label file features come from:
	-- github.com/htoyryla's gist.github.com/htoyryla/806ca4d978f0528114282cd00022ad71
	-- Indepdent layer weights from: https://github.com/htoyryla/neural-style/blob/master/neural_style.lua

	-- Torch model and architecture support from https://github.com/szagoruyko/neural-style/tree/torch
	-- A script like this one is requires for making Torch models compatible: https://gist.github.com/szagoruyko/8828e09cc4687afd324d

ProGamerGov / neural_style_seg.lua

Last active December 27, 2018 03:02

Working Multi-Region Spatial Control in Neural-Style. Also known as "masked style transfer", and "semantic/segmented style transfer".

	-- Original mask related code from: https://github.com/martinbenson/deep-photo-styletransfer
	-- Modified mask code by github.com/ProGamerGov

	require 'torch'
	require 'nn'
	require 'image'
	require 'optim'

	require 'loadcaffe'