Command Set Two

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Images used:

fig4_content.jpg: https://github.com/leongatys/NeuralImageSynthesis/blob/master/Images/ControlPaper/fig4_content.jpg

Fine style: https://github.com/leongatys/NeuralImageSynthesis/blob/master/Images/ControlPaper/fig4_style2.jpg

Course style: https://github.com/leongatys/NeuralImageSynthesis/blob/master/Images/ControlPaper/fig4_style3.jpg

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Linear Color Transfer:

python linear-color-transfer.py --target_image coarse_style.png --source_image fig4_content.jpg --output_image coarse_pca.png

python linear-color-transfer.py --target_image fine_style.png --source_image fig4_content.jpg --output_image fine_pca.png`

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Low Res Stylemix Image:

th neural_style.lua -tv_weight 0 -image_size 1296 -content_weight 0E+00 -style_weight 1.0E+05 -output_image out5_hr.png -num_iterations 550 -content_image fine_pca.png -style_image coarse_pca.png -content_layers relu2_1,relu4_2 -style_layers relu2_1,relu4_2 -save_iter 0 -print_iter 50 -seed 876 -init image -backend cudnn -cudnn_autotune

High Res Stylemix Image:

th neural_style.lua -init_image out5_hr.png -tv_weight 0 -image_size 1296 -content_weight 0E+00 -style_weight 1.0E+05 -output_image out5_hr_2100.png -num_iterations 550 -content_image fine_pca.png -style_image coarse_pca.png -content_layers relu2_1,relu4_2 -style_layers relu2_1,relu4_2 -save_iter 0 -print_iter 50 -seed 876 -init image -backend cudnn -cudnn_autotune

Low Res Output Image:

th neural_style.lua -style_weight 2.0E+08 -content_weight 1.0E+05 -output_image out_final.png -num_iterations 1000 -content_image fig4_content.jpg -style_image out5_hr.png -image_size 512 -save_iter 0 -print_iter 50 -seed 876 -init image -backend cudnn -cudnn_autotune

High Res Output Image:

th neural_style.lua -style_weight 2.0E+08 -content_weight 1.0E+05 -output_image out_final_hr.png -num_iterations 550 -content_image fig4_content.jpg -init_image out_final.png -style_image out5_hr_2100.png -image_size 1536 -save_iter 0 -print_iter 50 -seed 876 -init image -backend cudnn -cudnn_autotune

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