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@ProGamerGov
Created February 25, 2017 01:10
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python linear-color-transfer.py --target_image vangogh_starry_rhone.jpg --source_image bauerngarten.jpg --output_image style_colored_pca.png
th neural_style.lua \
-content_image bauerngarten.jpg \
-style_image style_colored_pca.png \
-image_size 640 \
-output_image out1.png \
-model_file models/VGG_ILSVRC_19_layers_conv.caffemodel -proto_file models/VGG_ILSVRC_19_layers_deploy.prototxt \
-content_layers relu4_2 -style_layers relu1_1,relu2_1,relu3_1,relu4_1,relu5_1 \
-original_colors 0 -content_weight 1e2 -style_weight 1e3 -print_iter 50 -save_iter 50 -seed 876 -backend cudnn -cudnn_autotune -optimizer lbfgs
th neural_style.lua \
-content_image bauerngarten.jpg \
-style_image style_colored_pca.png \
-init image -init_image out1.png \
-original_colors 0 -content_weight 1 -style_weight 1e3 -print_iter 50 -save_iter 0 -seed 876 -backend cudnn -cudnn_autotune -optimizer lbfgs \
-output_image out2.png \
-image_size 768 \
-model_file models/VGG_ILSVRC_19_layers_conv.caffemodel -proto_file models/VGG_ILSVRC_19_layers_deploy.prototxt \
-content_layers relu4_2 -style_layers relu1_1,relu2_1,relu3_1,relu4_1,relu5_1 \
-num_iterations 500 \
th neural_style.lua \
-content_image bauerngarten.jpg \
-style_image style_colored_pca.png \
-init image -init_image out2.png \
-original_colors 0 -content_weight 1 -style_weight 1e3 -print_iter 50 -save_iter 0 -seed 876 -backend cudnn -cudnn_autotune -optimizer lbfgs \
-image_size 1024 \
-num_iterations 200 \
-model_file models/VGG_ILSVRC_19_layers_conv.caffemodel -proto_file models/VGG_ILSVRC_19_layers_deploy.prototxt \
-content_layers relu4_2 -style_layers relu1_1,relu2_1,relu3_1,relu4_1,relu5_1 \
-output_image out3.png \
th neural_style.lua \
-content_image bauerngarten.jpg \
-style_image style_colored_pca.png \
-init image -init_image out3.png \
-original_colors 0 -content_weight 1 -style_weight 1e3 -print_iter 50 -save_iter 0 -seed 876 -backend cudnn -cudnn_autotune -optimizer lbfgs \
-image_size 1152 \
-num_iterations 200 \
-model_file models/VGG_ILSVRC_19_layers_conv.caffemodel -proto_file models/VGG_ILSVRC_19_layers_deploy.prototxt \
-content_layers relu4_2 -style_layers relu1_1,relu2_1,relu3_1,relu4_1,relu5_1 \
-output_image out4.png \
th neural_style.lua \
-content_image bauerngarten.jpg \
-style_image style_colored_pca.png \
-init image -init_image out4.png \
-original_colors 0 -content_weight 1 -style_weight 1e3 -print_iter 50 -save_iter 0 -seed 876 -backend cudnn -cudnn_autotune -optimizer lbfgs \
-image_size 1536 \
-num_iterations 200 \
-model_file models/VGG_ILSVRC_19_layers_conv.caffemodel -proto_file models/VGG_ILSVRC_19_layers_deploy.prototxt \
-content_layers relu4_2 -style_layers relu1_1,relu2_1,relu3_1,relu4_1,relu5_1 \
-output_image out5.png \
th neural_style.lua \
-content_image bauerngarten.jpg \
-style_image style_colored_pca.png \
-init image -init_image out5.png \
-original_colors 0 -content_weight 1 -style_weight 1e3 -print_iter 50 -save_iter 0 -seed 876 -backend cudnn -cudnn_autotune -optimizer lbfgs \
-image_size 1664 \
-num_iterations 200 \
-model_file models/VGG_ILSVRC_19_layers_conv.caffemodel -proto_file models/VGG_ILSVRC_19_layers_deploy.prototxt \
-content_layers relu4_2 -style_layers relu1_1,relu2_1,relu3_1,relu4_1,relu5_1 \
-output_image out6.png
python lum-transfer.py --output_lum2 out6.png --cp_mode lum2 --output_image out6_final.png --org_content bauerngarten.jpg
python linear-color-transfer.py --target_image out6_final.png --source_image bauerngarten.jpg --output_image out6_final_pca.png
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