error for applying on multiple images in a for loop

[masih4]

Hey, I am trying to apply this method for many images (i.e. have one reference style image and then have 50 input images that I want to change their styles). Simply I put the whole algorithm in a for loop. However, after a few loops in the for loop (i.e. after 5 loops for 5 input images) I get an error like this: raise ValueError("GraphDef cannot be larger than 2GB.") ValueError: GraphDef cannot be larger than 2GB.

Any ideas how to get rid of this erroe?

[LouieYang]

I think some modification should be applied to the function stylize in photo_style.py if you want to apply this method to multiple images by calling python once. An alternative way is to wrap the python in the shell script and call python multiple times.

[masih4]

Thank you so much for replying that quickly. I am not sure if I get what you mean exactly. Can you make an example of that. Consider that I have 10 input images in one folder and one reference image and I want to apply this method on all of the input images. This one work for one image : python deep_photostyle.py --content_image_path ./examples/input/in11.png --style_image_path ./examples/style/tar11.png --content_seg_path ./examples/segmentation/in11.png --style_seg_path ./examples/segmentation/tar11.png --style_option 2 But how can I apply it automatically for all 10 images?

[LouieYang]

For example:

1. Create a shell script multi_style.sh
2. Add following lines to the shell script

   for i in {1..10}
   do
   python deep_photostyle.py \
       --content_image_path ./examples/input/$i.png \
       --style_image_path ./examples/style/tar11.png \
       --content_seg_path ./examples/segmentation/$i.png \
       --style_seg_path ./examples/segmentation/tar11.png \
       --style_option 2
   done

3. Put the contents and segmentations in the right place
4. Run the shell script

[masih4]

Thank you so much. It seems that it works perfectly.