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ProGamerGov · Oct 12, 2019 · 6a13d79 · 6a13d79
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commit 6a13d79
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Showing 4 changed files with 86 additions and 55 deletions.
diff --git a/multires_content2style.sh b/multires_content2style.sh
@@ -1,14 +1,21 @@
 CONTENT_IMAGE=content_image.jpg
 STYLE_IMAGE=style_image.png
 
-INTERPRETER=python
-NEURAL_STYLE=neural_style.py
+INTERPRETER=python3 # Replace with 'th' for neural_style.lua or 'python' for python 2
+SCRIPT=neural_style.py # Replace with 'neural_style.lua' for the original neural-style
+
+NEURAL_STYLE=$INTERPRETER
+NEURAL_STYLE+=" "
+NEURAL_STYLE+=$SCRIPT
+
+# Uncomment if using pip package
+#NEURAL_STYLE=neural-style
 
 
 # Histogram Matching from content image to style image
 python linear-color-transfer.py --target_image $STYLE_IMAGE --source_image $CONTENT_IMAGE --output_image style_colored_pca.png
 
-$INTERPRETER $NEURAL_STYLE \
+$NEURAL_STYLE \
   -content_image $CONTENT_IMAGE \
   -style_image style_colored_pca.png \
   -init image \
@@ -17,7 +24,7 @@ $INTERPRETER $NEURAL_STYLE \
   -image_size 640 \
   -num_iterations 1500 
 
-$INTERPRETER $NEURAL_STYLE \
+$NEURAL_STYLE \
   -content_image $CONTENT_IMAGE \
   -style_image style_colored_pca.png \
   -init image -init_image out1.png \
@@ -26,7 +33,7 @@ $INTERPRETER $NEURAL_STYLE \
   -image_size 768 \
   -num_iterations 1000
 
-$INTERPRETER $NEURAL_STYLE \
+$NEURAL_STYLE \
   -content_image $CONTENT_IMAGE \
   -style_image style_colored_pca.png \
   -init image -init_image out2.png \
@@ -35,7 +42,7 @@ $INTERPRETER $NEURAL_STYLE \
   -num_iterations 500 \
   -output_image out3.png \
 
-$INTERPRETER $NEURAL_STYLE \
+$NEURAL_STYLE \
   -content_image $CONTENT_IMAGE \
   -style_image style_colored_pca.png \
   -init image -init_image out3.png \
@@ -44,7 +51,7 @@ $INTERPRETER $NEURAL_STYLE \
   -num_iterations 200 \
   -output_image out4.png \
 
-$INTERPRETER $NEURAL_STYLE \
+$NEURAL_STYLE \
   -content_image $CONTENT_IMAGE \
   -style_image style_colored_pca.png \
   -init image -init_image out4.png \
@@ -53,7 +60,7 @@ $INTERPRETER $NEURAL_STYLE \
   -num_iterations 200 \
   -output_image out5.png \
 
-$INTERPRETER $NEURAL_STYLE \
+$NEURAL_STYLE \
   -content_image $CONTENT_IMAGE \
   -style_image style_colored_pca.png \
   -init image -init_image out5.png \
@@ -62,7 +69,7 @@ $INTERPRETER $NEURAL_STYLE \
   -num_iterations 200 \
   -output_image out6.png \
 
-$INTERPRETER $NEURAL_STYLE \
+$NEURAL_STYLE \
   -content_image $CONTENT_IMAGE \
   -style_image style_colored_pca.png \
   -init image -init_image out6.png \
@@ -71,7 +78,7 @@ $INTERPRETER $NEURAL_STYLE \
   -num_iterations 200 \
   -output_image out7.png
 
-$INTERPRETER $NEURAL_STYLE \
+$NEURAL_STYLE \
   -content_image $CONTENT_IMAGE \
   -style_image style_colored_pca.png \
   -init image -init_image out7.png \

diff --git a/multires_style2content.sh b/multires_style2content.sh
@@ -1,14 +1,21 @@
 CONTENT_IMAGE=content_image.jpg
 STYLE_IMAGE=style_image.png
 
-INTERPRETER=python
-NEURAL_STYLE=neural_style.py
+INTERPRETER=python3 # Replace with 'th' for neural_style.lua or 'python' for python 2
+SCRIPT=neural_style.py # Replace with 'neural_style.lua' for the original neural-style
+
+NEURAL_STYLE=$INTERPRETER
+NEURAL_STYLE+=" "
+NEURAL_STYLE+=$SCRIPT
+
+# Uncomment if using pip package
+#NEURAL_STYLE=neural-style
 
 
 # Histogram Matching from style image to content image
 python linear-color-transfer.py --target_image $CONTENT_IMAGE --source_image $STYLE_IMAGE --output_image content_colored_pca.png
 
-$INTERPRETER $NEURAL_STYLE \
+$NEURAL_STYLE \
   -content_image content_colored_pca.png \
   -style_image $STYLE_IMAGE \
   -init image \
@@ -17,7 +24,7 @@ $INTERPRETER $NEURAL_STYLE \
   -image_size 640 \
   -num_iterations 1500 
 
-$INTERPRETER $NEURAL_STYLE \
+$NEURAL_STYLE \
   -content_image content_colored_pca.png \
   -style_image $STYLE_IMAGE \
   -init image -init_image out1.png \
@@ -26,7 +33,7 @@ $INTERPRETER $NEURAL_STYLE \
   -image_size 768 \
   -num_iterations 1000
 
-$INTERPRETER $NEURAL_STYLE \
+$NEURAL_STYLE \
   -content_image content_colored_pca.png \
   -style_image $STYLE_IMAGE \
   -init image -init_image out2.png \
@@ -35,7 +42,7 @@ $INTERPRETER $NEURAL_STYLE \
   -num_iterations 500 \
   -output_image out3.png \
 
-$INTERPRETER $NEURAL_STYLE \
+$NEURAL_STYLE \
   -content_image content_colored_pca.png \
   -style_image $STYLE_IMAGE \
   -init image -init_image out3.png \
@@ -44,7 +51,7 @@ $INTERPRETER $NEURAL_STYLE \
   -num_iterations 200 \
   -output_image out4.png \
 
-$INTERPRETER $NEURAL_STYLE \
+$NEURAL_STYLE \
   -content_image content_colored_pca.png \
   -style_image $STYLE_IMAGE \
   -init image -init_image out4.png \
@@ -53,7 +60,7 @@ $INTERPRETER $NEURAL_STYLE \
   -num_iterations 200 \
   -output_image out5.png \
 
-$INTERPRETER $NEURAL_STYLE \
+$NEURAL_STYLE \
   -content_image content_colored_pca.png \
   -style_image $STYLE_IMAGE \
   -init image -init_image out5.png \
@@ -62,7 +69,7 @@ $INTERPRETER $NEURAL_STYLE \
   -num_iterations 200 \
   -output_image out6.png \
 
-$INTERPRETER $NEURAL_STYLE \
+$NEURAL_STYLE \
   -content_image content_colored_pca.png \
   -style_image $STYLE_IMAGE \
   -init image -init_image out6.png \
@@ -71,7 +78,7 @@ $INTERPRETER $NEURAL_STYLE \
   -num_iterations 200 \
   -output_image out7.png
 
-$INTERPRETER $NEURAL_STYLE \
+$NEURAL_STYLE \
   -content_image content_colored_pca.png \
   -style_image $STYLE_IMAGE \
   -init image -init_image out7.png \

diff --git a/multires_style2content_hist.sh b/multires_style2content_hist.sh
@@ -1,14 +1,21 @@
 CONTENT_IMAGE=content_image.jpg
 STYLE_IMAGE=style_image.png
 
-INTERPRETER=python
-NEURAL_STYLE=neural_style.py
+INTERPRETER=python3
+SCRIPT=neural_style.py
+
+NEURAL_STYLE=$INTERPRETER
+NEURAL_STYLE+=" "
+NEURAL_STYLE+=$SCRIPT
+
+# Uncomment if using pip package
+#NEURAL_STYLE=neural-style
 
 
 # Histogram Matching from style image to content image
 python linear-color-transfer.py --target_image $CONTENT_IMAGE --source_image $STYLE_IMAGE --output_image content_colored_pca.png
 
-$INTERPRETER $NEURAL_STYLE \
+$NEURAL_STYLE \
   -content_image content_colored_pca.png \
   -style_image $STYLE_IMAGE \
   -init image \
@@ -19,7 +26,7 @@ $INTERPRETER $NEURAL_STYLE \
 
 python linear-color-transfer.py --target_image out1.png --source_image $STYLE_IMAGE --output_image out1_hist_colored_pca.png
 
-$INTERPRETER $NEURAL_STYLE \
+$NEURAL_STYLE \
   -content_image content_colored_pca.png \
   -style_image $STYLE_IMAGE \
   -init image -init_image out1_hist_colored_pca.png \
@@ -30,7 +37,7 @@ $INTERPRETER $NEURAL_STYLE \
 
 python linear-color-transfer.py --target_image out2.png --source_image $STYLE_IMAGE --output_image out2_hist_colored_pca.png
 
-$INTERPRETER $NEURAL_STYLE \
+$NEURAL_STYLE \
   -content_image content_colored_pca.png \
   -style_image $STYLE_IMAGE \
   -init image -init_image out2_hist_colored_pca.png \
@@ -41,7 +48,7 @@ $INTERPRETER $NEURAL_STYLE \
 
 python linear-color-transfer.py --target_image out3.png --source_image $STYLE_IMAGE --output_image out3_hist_colored_pca.png
 
-$INTERPRETER $NEURAL_STYLE \
+$NEURAL_STYLE \
   -content_image content_colored_pca.png \
   -style_image $STYLE_IMAGE \
   -init image -init_image out3_hist_colored_pca.png \
@@ -52,7 +59,7 @@ $INTERPRETER $NEURAL_STYLE \
 
 python linear-color-transfer.py --target_image out4.png --source_image $STYLE_IMAGE --output_image out4_hist_colored_pca.png
 
-$INTERPRETER $NEURAL_STYLE \
+$NEURAL_STYLE \
   -content_image content_colored_pca.png \
   -style_image $STYLE_IMAGE \
   -init image -init_image out4_hist_colored_pca.png \
@@ -63,7 +70,7 @@ $INTERPRETER $NEURAL_STYLE \
 
 python linear-color-transfer.py --target_image out5.png --source_image $STYLE_IMAGE --output_image out5_hist_colored_pca.png
 
-$INTERPRETER $NEURAL_STYLE \
+$NEURAL_STYLE \
   -content_image content_colored_pca.png \
   -style_image $STYLE_IMAGE \
   -init image -init_image out5_hist_colored_pca.png \
@@ -74,7 +81,7 @@ $INTERPRETER $NEURAL_STYLE \
 
 python linear-color-transfer.py --target_image out6.png --source_image $STYLE_IMAGE --output_image out6_hist_colored_pca.png
 
-$INTERPRETER $NEURAL_STYLE \
+$NEURAL_STYLE \
   -content_image content_colored_pca.png \
   -style_image $STYLE_IMAGE \
   -init image -init_image out6_hist_colored_pca.png \
@@ -85,7 +92,7 @@ $INTERPRETER $NEURAL_STYLE \
 
 python linear-color-transfer.py --target_image out7.png --source_image $STYLE_IMAGE --output_image out7_hist_colored_pca.png
 
-$INTERPRETER $NEURAL_STYLE \
+$NEURAL_STYLE \
   -content_image content_colored_pca.png \
   -style_image $STYLE_IMAGE \
   -init image -init_image out7_hist_colored_pca.png \