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- .gitattributes +2 -0
- examples/inputs/2022-06-14-144710_4.jpg +0 -0
- examples/inputs/brad_pitt.jpg +0 -0
- examples/inputs/escher_sphere.jpg +0 -0
- examples/inputs/frida_kahlo.jpg +0 -0
- examples/inputs/golden_gate.jpg +0 -0
- examples/inputs/hoovertowernight.jpg +0 -0
- examples/inputs/picasso_selfport1907.jpg +0 -0
- examples/inputs/seated-nude.jpg +0 -0
- examples/inputs/shipwreck.jpg +0 -0
- examples/inputs/starry_night.jpg +0 -0
- examples/inputs/starry_night_crop.png +0 -0
- examples/inputs/starry_night_google.jpg +0 -0
- examples/inputs/the_scream.jpg +0 -0
- examples/inputs/tubingen.jpg +0 -0
- examples/inputs/woman-with-hat-matisse.jpg +0 -0
- examples/outputs/golden_gate_escher.png +0 -0
- examples/outputs/golden_gate_kahlo.png +0 -0
- examples/outputs/golden_gate_matisse.png +0 -0
- examples/outputs/golden_gate_scream.png +0 -0
- examples/outputs/golden_gate_seated.png +0 -0
- examples/outputs/golden_gate_starry.png +0 -0
- examples/outputs/golden_gate_starry_scale05.png +0 -0
- examples/outputs/golden_gate_starry_scale1.png +0 -0
- examples/outputs/golden_gate_starry_scale2.png +0 -0
- examples/outputs/golden_gate_starry_scream_3_7.png +0 -0
- examples/outputs/golden_gate_starry_scream_5_5.png +0 -0
- examples/outputs/golden_gate_starry_scream_7_3.png +0 -0
- examples/outputs/original_color/tubingen_composition_vii.png +0 -0
- examples/outputs/original_color/tubingen_scream.png +0 -0
- examples/outputs/original_color/tubingen_seated_nude.png +0 -0
- examples/outputs/original_color/tubingen_shipwreck.png +0 -0
- examples/outputs/original_color/tubingen_starry.png +0 -0
- examples/outputs/pitt_picasso_content_0025_style_100.png +0 -0
- examples/outputs/pitt_picasso_content_01_style_100.png +0 -0
- examples/outputs/pitt_picasso_content_1_style_100.png +0 -0
- examples/outputs/pitt_picasso_content_5_style_100.png +0 -0
- examples/outputs/pitt_picasso_nin_cudnn.png +0 -0
- examples/outputs/starry_stanford_big.png +3 -0
- examples/outputs/starry_stanford_bigger.png +3 -0
- examples/outputs/tubingen_composition_vii.png +0 -0
- examples/outputs/tubingen_scream.png +0 -0
- examples/outputs/tubingen_scream_composition_vii.png +0 -0
- examples/outputs/tubingen_seated_nude.png +0 -0
- examples/outputs/tubingen_seated_nude_composition_vii.png +0 -0
- examples/outputs/tubingen_shipwreck.png +0 -0
- examples/outputs/tubingen_starry.png +0 -0
- examples/outputs/tubingen_starry_scream.png +0 -0
- examples/outputs/tubingen_starry_seated.png +0 -0
- examples/scripts/starry_stanford.sh +92 -0
.gitattributes
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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examples/outputs/starry_stanford_big.png filter=lfs diff=lfs merge=lfs -text
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examples/outputs/starry_stanford_bigger.png filter=lfs diff=lfs merge=lfs -text
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examples/inputs/2022-06-14-144710_4.jpg
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examples/inputs/brad_pitt.jpg
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examples/inputs/escher_sphere.jpg
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examples/inputs/frida_kahlo.jpg
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examples/inputs/golden_gate.jpg
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examples/inputs/hoovertowernight.jpg
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examples/inputs/picasso_selfport1907.jpg
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examples/inputs/seated-nude.jpg
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examples/inputs/shipwreck.jpg
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examples/inputs/starry_night.jpg
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examples/inputs/starry_night_crop.png
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examples/inputs/starry_night_google.jpg
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examples/inputs/the_scream.jpg
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examples/inputs/tubingen.jpg
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examples/inputs/woman-with-hat-matisse.jpg
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examples/outputs/golden_gate_escher.png
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examples/outputs/golden_gate_kahlo.png
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examples/outputs/golden_gate_matisse.png
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examples/outputs/golden_gate_scream.png
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examples/outputs/golden_gate_seated.png
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examples/outputs/golden_gate_starry.png
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examples/outputs/golden_gate_starry_scale05.png
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examples/outputs/golden_gate_starry_scale1.png
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examples/outputs/golden_gate_starry_scale2.png
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examples/outputs/golden_gate_starry_scream_3_7.png
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examples/outputs/golden_gate_starry_scream_5_5.png
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examples/outputs/golden_gate_starry_scream_7_3.png
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examples/outputs/original_color/tubingen_composition_vii.png
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examples/outputs/original_color/tubingen_scream.png
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examples/outputs/original_color/tubingen_seated_nude.png
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examples/outputs/original_color/tubingen_shipwreck.png
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examples/outputs/original_color/tubingen_starry.png
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examples/outputs/pitt_picasso_content_0025_style_100.png
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examples/outputs/pitt_picasso_content_01_style_100.png
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examples/outputs/pitt_picasso_content_1_style_100.png
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examples/outputs/pitt_picasso_content_5_style_100.png
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examples/outputs/pitt_picasso_nin_cudnn.png
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examples/outputs/starry_stanford_big.png
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Git LFS Details
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examples/outputs/starry_stanford_bigger.png
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Git LFS Details
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examples/outputs/tubingen_composition_vii.png
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examples/outputs/tubingen_scream.png
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examples/outputs/tubingen_scream_composition_vii.png
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examples/outputs/tubingen_seated_nude.png
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examples/outputs/tubingen_seated_nude_composition_vii.png
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examples/outputs/tubingen_shipwreck.png
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examples/outputs/tubingen_starry.png
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examples/outputs/tubingen_starry_scream.png
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examples/outputs/tubingen_starry_seated.png
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examples/scripts/starry_stanford.sh
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# To run this script you'll need to download the ultra-high res
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# scan of Starry Night from the Google Art Project, using this command:
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# wget -c https://upload.wikimedia.org/wikipedia/commons/e/ea/Van_Gogh_-_Starry_Night_-_Google_Art_Project.jpg -O starry_night_gigapixel.jpg
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# Or you can manually download the image from here: https://commons.wikimedia.org/wiki/File:Van_Gogh_-_Starry_Night_-_Google_Art_Project.jpg
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STYLE_IMAGE=starry_night_gigapixel.jpg
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CONTENT_IMAGE=examples/inputs/hoovertowernight.jpg
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STYLE_WEIGHT=5e2
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STYLE_SCALE=1.0
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STYLE_WEIGHT2=2500 # Style weight for image size 2048 and above
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PYTHON=python3 # Change to Python if using Python 2
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SCRIPT=neural_style.py
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GPU=0
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NEURAL_STYLE=$PYTHON
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NEURAL_STYLE+=" "
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NEURAL_STYLE+=$SCRIPT
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# Uncomment if using pip package
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#NEURAL_STYLE=neural-style
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$NEURAL_STYLE \
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-content_image $CONTENT_IMAGE \
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-style_image $STYLE_IMAGE \
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-style_scale $STYLE_SCALE \
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-print_iter 1 \
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-style_weight $STYLE_WEIGHT \
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-image_size 256 \
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-output_image out1.png \
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-tv_weight 0 \
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-gpu $GPU \
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-backend cudnn -cudnn_autotune
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$NEURAL_STYLE \
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-content_image $CONTENT_IMAGE \
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-style_image $STYLE_IMAGE \
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-init image -init_image out1.png \
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-style_scale $STYLE_SCALE \
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-print_iter 1 \
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-style_weight $STYLE_WEIGHT \
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-image_size 512 \
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-num_iterations 500 \
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-output_image out2.png \
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-tv_weight 0 \
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-gpu $GPU \
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-backend cudnn -cudnn_autotune
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$NEURAL_STYLE \
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-content_image $CONTENT_IMAGE \
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-style_image $STYLE_IMAGE \
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-init image -init_image out2.png \
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-style_scale $STYLE_SCALE \
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-print_iter 1 \
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-style_weight $STYLE_WEIGHT \
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-image_size 1024 \
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-num_iterations 200 \
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-output_image out3.png \
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-tv_weight 0 \
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-gpu $GPU \
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-backend cudnn -cudnn_autotune
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$NEURAL_STYLE \
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-content_image $CONTENT_IMAGE \
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-style_image $STYLE_IMAGE \
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-init image -init_image out3.png \
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-style_scale $STYLE_SCALE \
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-print_iter 1 \
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-style_weight $STYLE_WEIGHT2 \
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-image_size 2048 \
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-num_iterations 200 \
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-output_image out4.png \
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-tv_weight 0 \
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-gpu $GPU \
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-backend cudnn
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$NEURAL_STYLE \
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-content_image $CONTENT_IMAGE \
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-style_image $STYLE_IMAGE \
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-init image -init_image out4.png \
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-style_scale $STYLE_SCALE \
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-print_iter 1 \
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-style_weight $STYLE_WEIGHT2 \
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-image_size 2350 \
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-num_iterations 200 \
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-output_image out5.png \
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-tv_weight 0 \
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-gpu $GPU \
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-backend cudnn -optimizer adam
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