CAMOUFLAGE STUDIO LEADERS: PROF ALISA ANDRASEK JOSHUA LYE STUDENTS: RUNZE SHAO TIANYI HUANG WEIWEI TONG
CAMOUFLAGE The idea of the city appears with the development of industries, with the rapid development of technologies, it appears the new possibilities of future cities. Looking back to the history of architecture and industry, the human activities did bring the changes to the earth ground, the human activities inevitably eroded the natural landscapes, the ‘cities’ added a different language to the earth environment. Artificial intelligence has been introduced to the architecture industry and starts to reform human thoughts on architecture. The future cities are not only the solid add ons to the existing natures, with a wider angle of observations, but a camouflage idea also applies to the ground. With a question to ourselves, what is the future landscape and architecture? We looked for the extreme conditions of the natural landscape, with artificial intelligence tools to learn and build future visions of the artificial landscape cities to blend in undeveloped nature habitats. The camouflage city idea aims to learn from the natural aesthetic, blurring the actual boundaries between nature and artificial, creating ambiguous environments for achieving high-performing urban contexts, as a testing ground of the future vision, a combination of speculations and imaginations. 2
[SCALE OF CITY] DESCRIPTION What will we bring to the future cities? With a wider perspective. The architecture forms the cities’ fabrication. The way people seeing the world is also changing with the developments of technologies. In the past, people saw the world from the ground level, then to the level of architecture. Satellites in use of the observations help the architects to form a wider vision of how the city fabric can be. With artificial intelligence assistance, we started to test the city fabric that camouflages the nature typology. Within a distant top view, the city fabric has seamless boundaries to the nature tectonics, while it still keeps the origin programs of the existing city fabric, the artificial intelligence tool helps the architects to repatterning the city fabric in a more complex nature aesthetic. The roof, the traffic, and greens start to learn the behavior of more natural logic, the camouflage city, help to build up a vision of cohesion scenes that the cities blend into nature.
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content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
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content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’, ‘conv_5’, ‘conv_6’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
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content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
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content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’, ‘conv_5’, ‘conv_6’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
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content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
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content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’, ‘conv_5’, ‘conv_6’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’, ‘conv_5’, ‘conv_6’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
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content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
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content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
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content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
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content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
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content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’, ‘conv_5’, ‘conv_6’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 80 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 23 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 80 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 23 INPUT_IMAGE = ‘content’
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content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
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content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’, ‘conv_5’, ‘conv_6’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
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content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
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content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
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content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
19
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’, ‘conv_5’, ‘conv_6’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 20 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 23 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 23 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 23 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 23 INPUT_IMAGE = ‘content’
20
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’, ‘conv_5’, ‘conv_6’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
21
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
22
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’, ‘conv_5’, ‘conv_6’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
23
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’, ‘conv_5’, ‘conv_6’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 23 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 23 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 23 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
24
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’, ‘conv_5’, ‘conv_6’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
25
[SCALE OF ARCHITECTURE] DESCRIPTION In human scale, the future proposals for architecture are to change the way we see architecture, from the ancient shelters to modern architecture, not only has the form of architecture changed, but the way people engage with the space has also changed. Camouflage is a new prototype for forming a new city idea. People live in the space as they engage the wild nature, with ambiguous recognition of the structures and nature elements. Users read the architecture from nature, the future architecture does not mean a ‘futuristic scene’ that we see in the sci-fi movie, but a non-precedent future that combine the speculative and imaginations, with the attitude of respect to the nature scenes, the artificial intelligence learning from the nature logic and transferred the architecture design, the camouflage architecture bring the opportunities for people and other earth inhabitants to experience the times and spaces in nature aesthetic. In different contexts, the architecture starts to camouflage as the cave, the canyon, the cliff , the nature patterns that created by the nature erosions (which caused by the force and times), becomes the layer of the new architecture levels, redefine the idea of architecture in different densities. Future Architecture_1
Future Architecture_2
Future Architecture_3
26
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
27
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
28
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
29
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
30
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’, ‘conv_5’, ‘conv_6’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
31
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’, ‘conv_5’, ‘conv_6’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
32
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
33
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
34
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’, ‘conv_5’, ‘conv_6’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
35
[BUILDING SKIN] DESCRIPTION Cites become a steel and concrete cage in the future. People eagerly want to touch environment again. Architects use artificial intelligence to calculate and mimic the feature of nature, and then the result will be edited to a visible, touchable, and accessible environment. Natural elements be transformed to architecture, like rocks, mountain, forest, canyon, and cave, which make Architecture blends into nature, and it creates a sense of ambiguous. This seems to have opened a possibility of returning to innocence, and it all seems to start from the outside and inside.All this starts from imitating and merging into nature, and maybe people still can see the traces of architecture at the beginning, and as the language and form of this building skin mature, some buildings skins seem to disappear from people’s sight, they are like chameleons, camouflage in a certain corner to match the harmony of nature.
Future Architecture_1
Future Architecture_2
Future Architecture_3
36
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
37
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
38
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’, ‘conv_5’, ‘conv_6’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
39
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’, ‘conv_5’, ‘conv_6’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
40
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
41
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’, ‘conv_5’, ‘conv_6’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
42
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’, ‘conv_5’, ‘conv_6’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’, ‘conv_8’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 20 INPUT_IMAGE = ‘content’
43