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post-apocalyptic era STUDIO LEADERS: PROF ALISA ANDRASEK JOSHUA LYE STUDENTS: ON YU CHENG CHUPEI ZHANG BOHUANG LEI
Ai Altered Architect
PROLOGUE With the rapid growth of cities, the earth’s available resources are also undergoing a major reshuffle and redistribution. For the long-term survival of mankind, before finding a new livable planet, mankind has to redevelop more of the earth’s existing resources, which means that in the near future, mankind needs to change its previous lifestyle to adapt to the living environment under extreme geographical conditions, so as to form a new survival system.
E ITNI TGL. E. .] S P R E A D I N G . . . L[ POAAGD
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DESCRIPTION In the future the decentralized cities and
DESCRIPTION
Us sam expe pro que nimagnatur, te inis volexpanded populations.
Us sam expe pro que nimagnatur, te inis vol-
orestis veligna tionectus volendi dolenissum Where urban sprawl are expanding on
orestis veligna tionectus volendi dolenissum
inctis eroterrains qui offiand ctu sanimil luptaturibus ent. different we need a study on the
inctis ero qui offictu sanimil luptaturibus ent.
Et voloris iuribusaand nonsediatur sinusdae natem new topography the adaptations of urban
Et voloris iuribusa nonsediatur sinusdae natem
et quuntota voluptatqui commolu areas in extreme landscapes such asptaquis valleys
et quuntota voluptatqui commolu ptaquis
eum, comnimporro quaerum am comnimusand destroyed landforms.
eum, comnimporro quaerum am comnimus-
dae nestrum ra nat ma quae. Nam re eum si
dae nestrum ra nat ma quae. Nam re eum si
utestart nonsers ratiorepuda vera We withperfero extreme terrain such as con pore
ute nonsers perfero ratiorepuda vera con pore
nusant es voleste es et, quam and il minit estis ut mountains, rivers and deserts, combine
nusant es voleste es et, quam il minit estis ut
volorep elignis incto qui cullab ipsamso qui them with the current urban texture, asoffi-
volorep elignis incto qui cullab ipsam qui offi-
cae molorias quunt nobis eaquito explore thequias possibility ofrerum human living
cae molorias quias quunt rerum nobis eaqui-
ae. Ut odis alisinex eumet et essime verro officia environment the future.
ae. Ut odis alis ex eumet et essime verro officia
se volorion estibus pro volorestio iumquam et
se volorion estibus pro volorestio iumquam et
fugiasi nvelia dolute reperum ut postiatisque
fugiasi nvelia dolute reperum ut postiatisque
sendunt qui imod modi dit, que etus, qui com-
sendunt qui imod modi dit, que etus, qui com-
molorepe quos et officiatat audandi desequi
molorepe quos et officiatat audandi desequi
aut harunto quis qui di repuda de aborecta
aut harunto quis qui di repuda de aborecta
nonseditiae. Nam, tem eatium fugit optatium-
nonseditiae. Nam, tem eatium fugit optatiumCaption LANDFORMS
River
ITERATIONS = 10 Caption IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 300 STYLE_WEIGHT = 20 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = Destroyed 10 land IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 300 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
Green space
ITERATIONS = 10 IMAGE_WIDTH = 5 IMAGE_HEIGHT = CONTENT_WEIGH STYLE_WEIGHT = TOTAL_VARIATION INPUT_IMAGE = ‘c content_layers = [ style_layers = [‘rel
VALLEY # 1 & Organic Urban Fabric Settlement
VALLEY #2 & Organic Urban Fabric Settlement
4
VALLEY #3 & Organic Urban Fabric Settlement
VALLEY #4 & Organic Urban Fabric Settlement 2
5
RIVER & Organic Urban Fabric Settlement
RIVER & Organic Urban Fabric Settlement
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RIVER & Organic Urban Fabric Settlement
RIVER & Organic Urban Fabric Settlement
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Caption Mountain & Organic Urban Fabric Settle-
Caption River & Mega city
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Destroyed land & Organic Urban Fabric Settlement
Valley & Green space Caption
9
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 300 STYLE_WEIGHT = 20 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
4
ITERATIO IMAGE_W IMAGE_H CONTENT STYLE_W TOTAL_VA INPUT_IM content_ style_laye
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS ITERATIONS==20 10 IMAGE_WIDTH IMAGE_WIDTH==512 512 IMAGE_HEIGHT IMAGE_HEIGHT==512 512 CONTENT_WEIGHT CONTENT_WEIGHT==100 300 STYLE_WEIGHT STYLE_WEIGHT==200 20 TOTAL_VARIATION_WEIGHT TOTAL_VARIATION_WEIGHT==40 40 INPUT_IMAGE INPUT_IMAGE==‘content’ ‘content’ content_layers content_layers==[‘relu_9’] [‘relu_9’] style_layers style_layers==[‘relu_1’ [‘relu_1’,’relu_3’ ,’relu_3’,’relu_5’ ,’relu_5’,’relu_9’ ,’relu_9’,’relu_13’] ,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 300 STYLE_WEIGHT = 20 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
6
ITERATIO IMAGE_W IMAGE_H CONTEN STYLE_W TOTAL_V INPUT_IM content_ style_lay
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 300 STYLE_WEIGHT = 20 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS == 20 10 ITERATIONS IMAGE_WIDTH 1080 IMAGE_WIDTH == 512 IMAGE_HEIGHT = 1080 IMAGE_HEIGHT = 512 CONTENT_WEIGHT 100 CONTENT_WEIGHT == 100 STYLE_WEIGHT = 200 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT == 40 40 TOTAL_VARIATION_WEIGHT INPUT_IMAGE = ‘content’ INPUT_IMAGE = ‘content’ content_layers == [‘relu_9’] [‘relu_9’] content_layers style_layers = [‘relu_1’ relu_3’,’,’relu_5’ relu_5’,’,’relu_9’ relu_9’,’,’relu_13’] relu_13’] style_layers = [‘relu_1’,’,’relu_3’
8
ITERATIONS == 20 10 ITERATIONS IMAGE_WIDTH 1080 IMAGE_WIDTH == 512 IMAGE_HEIGHT = 1080 IMAGE_HEIGHT = 512 CONTENT_WEIGHT 100 CONTENT_WEIGHT == 100 STYLE_WEIGHT = 200 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT == 40 40 TOTAL_VARIATION_WEIGHT INPUT_IMAGE = ‘content’ INPUT_IMAGE = ‘content’ content_layers == [‘relu_9’] [‘relu_9’] content_layers style_layers = [‘relu_1’ relu_3’,’,’relu_5’ relu_5’,’,’relu_9’ relu_9’,’,’relu_13’] relu_13’] style_layers = [‘relu_1’,’,’relu_3’
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIO IMAGE_W IMAGE_H CONTEN STYLE_W TOTAL_V INPUT_IM content_ style_lay
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ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 300 STYLE_WEIGHT = 20 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 300 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 300 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
9
ITERATIO IMAGE_W IMAGE_H CONTENT STYLE_W TOTAL_V INPUT_IM content_ style_lay
Mountain & Organic Urban Fabric Settlement
Old City & Organic Urban Fabric Settlement
New Land & Organic Urban Fabric Settlement
New Land & Organic Urban Fabric Settlement
New Land & Organic Urban Fabric Settlement
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 15 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 300 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’,’conv_8’]
ITERATIONS = 15 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 1000 TOTAL_VARIATION_WEIGHT = 0 INPUT_IMAGE = ‘content’ content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’,’conv_8’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 1000 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_1’,’relu_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘relu_16’, ‘conv_7’, ‘relu_10’, ‘conv_8’, ‘bn_12’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 1000 TOTAL_VARIATION_WEIGHT = 150 INPUT_IMAGE = ‘content’ content_layers = [‘relu_1’,’relu_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_5’, ‘relu_16’, ‘conv_7’, ‘relu_10’, ‘conv_8’, ‘relu_12’, ‘relu_1’, ‘pool_9’]
New Land & Urban Fabric Settlement
New Land & Urban Fabric Settlement
Mountain & Organic Farmland Fabric
Valley & Organic Urban Fabric Settlement
Valley & Organic Urban Fabric Settlement
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 1000 TOTAL_VARIATION_WEIGHT = 150 INPUT_IMAGE = ‘content’ content_layers = [‘relu_1’,’relu_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_5’, ‘relu_16’, ‘conv_7’, ‘relu_10’, ‘conv_8’, ‘relu_12’, ‘relu_1’, ‘pool_9’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
Caption Desert & Organic Urban Fabric Settlement
Seashore & Organic Urban Fabric Settlement
Wasteland & Organic Urban Fabric Settlement
Wasteland & Organic Urban Fabric Settlement
Seashore & Organic Urban Fabric Settlement
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 1000 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_1’,’relu_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘relu_16’, ‘conv_7’, ‘relu_10’, ‘conv_8’, ‘bn_12’]
ITERATIONS = 15 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 1000 TOTAL_VARIATION_WEIGHT = 0 INPUT_IMAGE = ‘content’ content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’,’conv_8’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 1000 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_1’,’relu_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘relu_16’, ‘conv_7’, ‘relu_10’, ‘conv_8’, ‘bn_12’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 1000 TOTAL_VARIATION_WEIGHT = 150 INPUT_IMAGE = ‘content’ content_layers = [‘relu_1’,’relu_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_5’, ‘relu_16’, ‘conv_7’, ‘relu_10’, ‘conv_8’, ‘relu_12’, ‘relu_1’, ‘pool_9’]
Caption Wasteland & Organic Urban Fabric Settlement
Wasteland & Organic Urban Fabric Settlement
Mountain & Organic Urban Fabric Settlement
Desert & Organic Urban Fabric Settlement
Desert & Organic Urban Fabric Settlement
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
Riverbank & Seashore Settlement
Valley & Seashore Settlement
Valley & Organic Urban Fabric Settlement
Valley 2 & Centric Urban Fabric
Valley 2 & Half Centric Urban Fabric - Amsterdam
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
4
Seashore & Seashore Settlement
Valley 3 & Lollipops on Stick Fabric
Valley 4 & Rectangular
Valley 5 & Uniform Curvilinear Modified Rectangular
Valley 6 & Seashore Settlement
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
5
Volcano 1 & Centric Urban Fabric
Valley 7 & Centric Urban Fabric
Valley 8 & Burnt Forest
Destroyed Woodland & Diagonal+Rectangular Urban Fabric
Valley & Diagonal+Rectangular Urban Fabric 2
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
6
Organic Spines & Storage Site
Organic Spines 2 & Multi-Centric Circular Urban Fabric
Organic Spines 2 & Multi-Centric 45 Degree Tilt Urban Fabric
Organic Spines 2 & Organic-like Modified Rectangular UF
Organic Spines 2 & Seashore Settlement
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
7
Mineral Field & Mega City
Valley 9 & Mega City - Isolated
Valley 10 & Mega City - Isolated 2
Mixed & Seashore settlement
Iceberg & Barcelona
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS=10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
8
LInear Topology & Mixed Mega city
Seashore 2 & Mixed Mega city
Architecture & Solar Panel
Riverbank & City Details
Organic Nature & Regular Grid - Manhattan
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
9
#Mountain & Urban 1
#Mountain & Urban 2
#Mountain & Urban 3
#Mountain & Urban 4
#Mountain & Urban 5
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
3
#Glacier & Urban 1
#Glacier & Urban 2
#Glacier & Urban 3
#Glacier & Urban 4
#Glacier & Urban 5
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
1
#Wave & Urban 1
#Wave & Urban 2
#Wave & Urban 3
#Wave & Urban 4
#Wave & Urban 5
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
2
#Facade & Urban 1
#Facade & Urban 2
#Facade & Urban 3
#Facade & Urban 4
#Facade & Urban 5
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
4
Caption ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 60 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 15 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 15 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 300 STYLE_WEIGHT = 100 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 200 STYLE_WEIGHT = 60 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 15 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 300 STYLE_WEIGHT = 60 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
1
Original Caption terrain & Residential area ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 300 STYLE_WEIGHT = 60 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
Original terrain & Residential area
Original terrain & Residential area
Original terrain & Residential area
Original terrain & Residential area
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 300 STYLE_WEIGHT = 60 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 300 STYLE_WEIGHT = 60 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 300 STYLE_WEIGHT = 60 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
1
Original Caption terrain & mega city ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 60 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
Original terrain & Residential area
Original terrain & mega city
Original terrain & Residential area
Original terrain & Energy facilities
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 60 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 20 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 300 STYLE_WEIGHT = 60 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 60 STYLE_WEIGHT = 100 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
2
Original Caption terrain & Agriculture ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 300 STYLE_WEIGHT = 60 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
Original terrain & Agriculture
Original terrain & Residential area
Original terrain & mega city
Original terrain & Residential area
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 60 STYLE_WEIGHT = 80 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
3
Valley & Organic Urban Fabric Settlement
Valley & Organic Urban Fabric Settlement
Valley & Organic Urban Fabric Settlement
Valley & Organic Urban Fabric Settlement
Valley & Organic Urban Fabric Settlement
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 15 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 300 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’,’conv_8’]
ITERATIONS = 15 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 1000 TOTAL_VARIATION_WEIGHT = 0 INPUT_IMAGE = ‘content’ content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’,’conv_8’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 1000 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_1’,’relu_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘relu_16’, ‘conv_7’, ‘relu_10’, ‘conv_8’, ‘bn_12’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 1000 TOTAL_VARIATION_WEIGHT = 150 INPUT_IMAGE = ‘content’ content_layers = [‘relu_1’,’relu_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_5’, ‘relu_16’, ‘conv_7’, ‘relu_10’, ‘conv_8’, ‘relu_12’, ‘relu_1’, ‘pool_9’]
4
Valley & Organic Urban Fabric Settlement
Valley & Organic Urban Fabric Settlement
Valley & Organic Urban Fabric Settlement
Valley & Organic Urban Fabric Settlement
Valley & Organic Urban Fabric Settlement
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
5
Valley & Organic Fabric Settlement Destroyed LandsUrban & Organic Urban Fabric Settlement
Valley & Organic Fabric Settlement Destroyed LandsUrban & Organic Urban Fabric Settlement
Valley & Organic Fabric Settlement Destroyed LandsUrban & Organic Urban Fabric Settlement
Valley & Organic Urban Fabric Settlement New Land & Organic Urban Fabric Settlement
Valley & Organic Fabric Settlement Destroyed LandsUrban & Organic Urban Fabric Settlement
ITERATIONS = 10 15 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 300 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’] [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’,’conv_8’]
ITERATIONS = 10 15 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 1000 TOTAL_VARIATION_WEIGHT = 40 0 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’] [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’,’conv_8’]
ITERATIONS = 10 15 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 1000 TOTAL_VARIATION_WEIGHT = 40 0 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’] [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’,’conv_8’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 1000 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] [‘relu_1’,’relu_2’, ‘conv_4’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’] [‘conv_2’, ‘conv_3’, ‘relu_16’, ‘conv_7’, ‘relu_10’, ‘conv_8’, ‘bn_12’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 512 IMAGE_HEIGHT = 1080 512 CONTENT_WEIGHT = 100 130 (parts of landscape showing more) STYLE_WEIGHT = 200 10 TOTAL_VARIATION_WEIGHT = 40 0 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
6
Original Caption terrain & mega city ITERATIONS = 15 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 300 STYLE_WEIGHT = 100 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
Original terrain & mega city
Original terrain & mega city
Original terrain & mega city
Original terrain & mega city
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 200 STYLE_WEIGHT = 60 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 15 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 300 STYLE_WEIGHT = 60 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 20 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
1
Original Caption terrain & mega city ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 60 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
Original terrain & mega city
Original terrain & Residential area
Original terrain & Residential area
Original terrain & Residential area
ITERATIONS = 15 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 300 STYLE_WEIGHT = 60 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 60 STYLE_WEIGHT = 80 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
3
Destroyed Land & Parking Lot ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 Destroyed Land & Organic Urban Fabric Settlement IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 ITERATIONS = 10 CONTENT_WEIGHT = 100 IMAGE_WIDTH = 1080 STYLE_WEIGHT = 200 IMAGE_HEIGHT = 1080 TOTAL_VARIATION_WEIGHT = 40 CONTENT_WEIGHT = 100 INPUT_IMAGE = ‘content’ STYLE_WEIGHT = 200 content_layers = [‘relu_9’] TOTAL_VARIATION_WEIGHT = 40 style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’] INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS 10 Seashore &=Organic Urban Fabric Settlement IMAGE_WIDTH = 1080 IMAGE_HEIGHT 1080 ITERATIONS ==10 CONTENT_WEIGHT 100 IMAGE_WIDTH ==1080 STYLE_WEIGHT = 200 IMAGE_HEIGHT = 1080 TOTAL_VARIATION_WEIGHT = 40 CONTENT_WEIGHT = 100 INPUT_IMAGE = ‘content’ STYLE_WEIGHT = 200 content_layers = [‘relu_9’] TOTAL_VARIATION_WEIGHT = 40 style_layers = [‘relu_1’ ,’relu_3’,’relu_5’,’relu_9’,’relu_13’] INPUT_IMAGE = ‘content’
content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
Original ITERATIONS = 10& Agriculture Caption& terrain Valley Organic Urban Fabric Settlement IMAGE_WIDTH 1080 ITERATIONS ==10 IMAGE_HEIGHT = 1080 IMAGE_WIDTH = 512 ITERATIONS = 10 CONTENT_WEIGHT =512 100 IMAGE_HEIGHT IMAGE_WIDTH == 1080 STYLE_WEIGHT = 200 CONTENT_WEIGHT = 300 IMAGE_HEIGHT = 1080 TOTAL_VARIATION_WEIGHT = 40 STYLE_WEIGHT = 60 CONTENT_WEIGHT = 100 INPUT_IMAGE = ‘content’ TOTAL_VARIATION_WEIGHT = 40 STYLE_WEIGHT = 200 content_layers == [‘relu_9’] INPUT_IMAGE ‘content’ TOTAL_VARIATION_WEIGHT = 40 style_layers = [‘relu_1’ ,’relu_3’,’relu_5’,’relu_9’,’relu_13’] content_layers = [‘relu_9’] INPUT_IMAGE = ‘content’ style_layers = [‘relu_1’ ,’relu_3’,’relu_5’,’relu_9’,’relu_13’] content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 Urban Fabric Settlement Valley & Organic IMAGE_WIDTH = 1080 IMAGE_HEIGHT 1080 ITERATIONS ==10 CONTENT_WEIGHT 100 IMAGE_WIDTH ==1080 STYLE_WEIGHT = 200 IMAGE_HEIGHT = 1080 TOTAL_VARIATION_WEIGHT = 40 CONTENT_WEIGHT = 100 INPUT_IMAGE = ‘content’ STYLE_WEIGHT = 200 content_layers = [‘relu_9’] TOTAL_VARIATION_WEIGHT = 40 style_layers = [‘relu_1’ ,’relu_3’,’relu_5’,’relu_9’,’relu_13’] INPUT_IMAGE = ‘content’
content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
Valley & Organic Urban Fabric Settlement
Valley & Organic Urban Fabric Settlement
Mountain & Organic Urban Fabric Settlement
Wasted Land & Organic Urban Fabric Settlement
Riverside & Organic Urban Fabric Settlement
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 1000 TOTAL_VARIATION_WEIGHT = 150 INPUT_IMAGE = ‘content’ content_layers = [‘relu_1’,’relu_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_5’, ‘relu_16’, ‘conv_7’, ‘relu_10’, ‘conv_8’, ‘relu_12’, ‘relu_1’, ‘pool_9’]
ITERATIONS = 15 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 1000 TOTAL_VARIATION_WEIGHT = 0 INPUT_IMAGE = ‘content’ content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’,’conv_8’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 1000 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_1’,’relu_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘relu_16’, ‘conv_7’, ‘relu_10’, ‘conv_8’, ‘bn_12’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 1000 TOTAL_VARIATION_WEIGHT = 150 INPUT_IMAGE = ‘content’ content_layers = [‘relu_1’,’relu_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_5’, ‘relu_16’, ‘conv_7’, ‘relu_10’, ‘conv_8’, ‘relu_12’, ‘relu_1’, ‘pool_9’]
Valley & Organic Urban Fabric Settlement
Valley & Organic Urban Fabric Settlement
Valley & Organic Urban Fabric Settlement
Valley & Organic Urban Fabric Settlement
Valley & Organic Urban Fabric Settlement
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
Valley & Organic Urban Fabric Settlement
Valley & Organic Urban Fabric Settlement
Valley & Organic Urban Fabric Settlement
Valley & Organic Urban Fabric Settlement
Valley & Organic Urban Fabric Settlement
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 15 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 300 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’,’conv_8’]
ITERATIONS = 15 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 1000 TOTAL_VARIATION_WEIGHT = 150 INPUT_IMAGE = ‘content’ content_layers = [‘conv_1’,’relu_2’, ‘pool_10’] style_layers = [‘conv_7’, ‘conv_10’, ‘relu_8’, ‘pool_12’, ‘relu_1’, ‘pool_9’]
ITERATIONS = 15 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 1000 TOTAL_VARIATION_WEIGHT = 150 INPUT_IMAGE = ‘content’ content_layers = [‘conv_1’,’relu_2’, ‘pool_10’] style_layers = [‘conv_7’, ‘conv_10’, ‘relu_8’, ‘pool_12’, ‘relu_1’, ‘pool_9’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 1000 TOTAL_VARIATION_WEIGHT = 150 INPUT_IMAGE = ‘content’ content_layers = [‘relu_1’,’relu_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_5’, ‘relu_16’, ‘conv_7’, ‘relu_10’, ‘conv_8’, ‘relu_12’, ‘relu_1’, ‘pool_9’]
Valley & Organic Urban Fabric Settlement
Valley & Organic Urban Fabric Settlement
Valley & Organic Urban Fabric Settlement
Valley & Organic Urban Fabric Settlement
Valley & Organic Urban Fabric Settlement
ITERATIONS = 15 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 1000 TOTAL_VARIATION_WEIGHT = 150 INPUT_IMAGE = ‘content’ content_layers = [‘conv_1’,’relu_2’, ‘pool_10’] style_layers = [‘conv_7’, ‘conv_10’, ‘relu_8’, ‘pool_12’, ‘relu_1’, ‘pool_9’]
ITERATIONS = 15 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 1000 TOTAL_VARIATION_WEIGHT = 150 INPUT_IMAGE = ‘content’ content_layers = [‘conv_1’,’relu_2’, ‘pool_10’] style_layers = [‘conv_7’, ‘conv_10’, ‘relu_8’, ‘pool_12’, ‘relu_1’, ‘pool_9’]
ITERATIONS = 15 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 300 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’,’conv_8’]
ITERATIONS = 15 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 300 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘con-
ITERATIONS = 15 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 1000 TOTAL_VARIATION_WEIGHT = 0 INPUT_IMAGE = ‘content’ content_layers = [‘conv_1’, ‘conv_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_3’, ‘conv_4’, ‘conv_7’, ‘conv_10’,’conv_8’]
River & Organic Urban Fabric Settlement
River & Organic Urban Fabric Settlement
River & Organic Urban Fabric Settlement
River & Organic Urban Fabric Settlement
River & Organic Urban Fabric Settlement
ITERATIONS = 12 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 300 TOTAL_VARIATION_WEIGHT = 150 INPUT_IMAGE = ‘content’ content_layers = [‘relu_1’,’relu_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_5’, ‘relu_16’, ‘conv_7’, ‘relu_10’, ‘conv_8’, ‘relu_12’, ‘relu_1’, ‘pool_9’]
ITERATIONS = 12 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 300 TOTAL_VARIATION_WEIGHT = 150 INPUT_IMAGE = ‘content’ content_layers = [‘relu_1’,’relu_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_5’, ‘relu_16’, ‘conv_7’, ‘relu_10’, ‘conv_8’, ‘relu_12’, ‘relu_1’, ‘pool_9’]
ITERATIONS = 12 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 300 TOTAL_VARIATION_WEIGHT = 150 INPUT_IMAGE = ‘content’ content_layers = [‘relu_1’,’relu_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_5’, ‘relu_16’, ‘conv_7’, ‘relu_10’, ‘conv_8’, ‘relu_12’, ‘relu_1’, ‘pool_9’]
ITERATIONS = 12 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 300 TOTAL_VARIATION_WEIGHT = 150 INPUT_IMAGE = ‘content’ content_layers = [‘relu_1’,’relu_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_5’, ‘relu_16’, ‘conv_7’, ‘relu_10’, ‘conv_8’, ‘relu_12’, ‘relu_1’, ‘pool_9’]
ITERATIONS = 12 IMAGE_WIDTH = 720 IMAGE_HEIGHT = 720 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 300 TOTAL_VARIATION_WEIGHT = 150 INPUT_IMAGE = ‘content’ content_layers = [‘relu_1’,’relu_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_5’, ‘relu_16’, ‘conv_7’, ‘relu_10’, ‘conv_8’, ‘relu_12’, ‘relu_1’, ‘pool_9’]
River & Organic Urban Fabric Settlement
River & Organic Urban Fabric Settlement
River & Organic Urban Fabric Settlement
River & Organic Urban Fabric Settlement
River & Organic Urban Fabric Settlement
ITERATIONS = 15 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 300 TOTAL_VARIATION_WEIGHT = 150 INPUT_IMAGE = ‘content’ content_layers = [‘relu_1’,’relu_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_5’, ‘relu_16’, ‘conv_7’, ‘relu_10’, ‘conv_8’, ‘relu_12’, ‘relu_1’, ‘pool_9’]
ITERATIONS = 15 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 300 TOTAL_VARIATION_WEIGHT = 150 INPUT_IMAGE = ‘content’ content_layers = [‘relu_1’,’relu_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_5’, ‘relu_16’, ‘conv_7’, ‘relu_10’, ‘conv_8’, ‘relu_12’, ‘relu_1’, ‘pool_9’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 300 TOTAL_VARIATION_WEIGHT = 150 INPUT_IMAGE = ‘content’ content_layers = [‘relu_1’,’relu_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_5’, ‘relu_16’, ‘conv_7’, ‘relu_10’, ‘conv_8’, ‘relu_12’, ‘relu_1’, ‘pool_9’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 300 TOTAL_VARIATION_WEIGHT = 150 INPUT_IMAGE = ‘content’ content_layers = [‘relu_1’,’relu_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_5’, ‘relu_16’, ‘conv_7’, ‘relu_10’, ‘conv_8’, ‘relu_12’, ‘relu_1’, ‘pool_9’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 300 TOTAL_VARIATION_WEIGHT = 150 INPUT_IMAGE = ‘content’ content_layers = [‘relu_1’,’relu_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_5’, ‘relu_16’, ‘conv_7’, ‘relu_10’, ‘conv_8’, ‘relu_12’, ‘relu_1’, ‘pool_9’]
River & Organic Urban Fabric Settlement
River & Church
River & Organic Urban Fabric Settlement
River & Church
Jungle & Church
ITERATIONS = 12 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 300 TOTAL_VARIATION_WEIGHT = 150 INPUT_IMAGE = ‘content’ content_layers = [‘relu_1’,’relu_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_5’, ‘relu_16’, ‘conv_7’, ‘relu_10’, ‘conv_8’, ‘relu_12’, ‘relu_1’, ‘pool_9’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 300 TOTAL_VARIATION_WEIGHT = 150 INPUT_IMAGE = ‘content’ content_layers = [‘relu_1’,’relu_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_5’, ‘relu_16’, ‘conv_7’, ‘relu_10’, ‘conv_8’, ‘relu_12’, ‘relu_1’, ‘pool_9’]
ITERATIONS = 12 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 300 TOTAL_VARIATION_WEIGHT = 150 INPUT_IMAGE = ‘content’ content_layers = [‘relu_1’,’relu_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_5’, ‘relu_16’, ‘conv_7’, ‘relu_10’, ‘conv_8’, ‘relu_12’, ‘relu_1’, ‘pool_9’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 300 TOTAL_VARIATION_WEIGHT = 150 INPUT_IMAGE = ‘content’ content_layers = [‘relu_1’,’relu_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_5’, ‘relu_16’, ‘conv_7’, ‘relu_10’, ‘conv_8’, ‘relu_12’, ‘relu_1’, ‘pool_9’]
ITERATIONS = 12 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 300 TOTAL_VARIATION_WEIGHT = 150 INPUT_IMAGE = ‘content’ content_layers = [‘relu_1’,’relu_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_5’, ‘relu_16’, ‘conv_7’, ‘relu_10’, ‘conv_8’, ‘relu_12’, ‘relu_1’, ‘pool_9’]
Original terrain & City Facilities
Original terrain & Green space
Original terrain & mega city
Original terrain & mega city
Original terrain & mega city
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 60 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 15 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 15 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 15 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 300 STYLE_WEIGHT = 60 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 15 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 200 STYLE_WEIGHT = 60 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
Original terrain & Residential area
Original terrain & Residential area
Original terrain & Residential area
Original terrain & Residential area
Original terrain & Residential area
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 200 STYLE_WEIGHT = 60 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 300 STYLE_WEIGHT = 60 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 300 STYLE_WEIGHT = 60 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
Original terrain & mega city
Original terrain & Mega city
Original terrain & Residential area
Valley & Green space
Original terrain & Agriculture
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 60 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 60 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 300 STYLE_WEIGHT = 60 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 300 STYLE_WEIGHT = 60 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
Original terrain & Residential area
Original terrain & Energy
Original terrain & Residential area
Original terrain & mega city
Deserts & Residential area
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 300 STYLE_WEIGHT = 60 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 60 STYLE_WEIGHT = 100 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 60 STYLE_WEIGHT = 80 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
Original terrain & mega city
Original terrain & mega city
Original terrain & mega city
Original terrain & mega city
Valley & Organic Urban Fabric Settlement
ITERATIONS = 15 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 300 STYLE_WEIGHT = 100 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 200 STYLE_WEIGHT = 60 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 15 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 300 STYLE_WEIGHT = 60 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 20 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 60 STYLE_WEIGHT = 80 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
Original terrain & Residential area
Original terrain & Residential area
Original terrain & Residential area
River band & Residential area
River band & Residential area
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 15 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 300 STYLE_WEIGHT = 60 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 300 STYLE_WEIGHT = 60 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 200 STYLE_WEIGHT = 60 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 200 STYLE_WEIGHT = 60 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
Valley & Organic Urban Fabric Settlement
Valley & Organic Urban Fabric Settlement
Valley & Organic Urban Fabric Settlement
Valley & Organic Urban Fabric Settlement
Original terrain & Rivers
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 50 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 60 STYLE_WEIGHT = 80 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 200 STYLE_WEIGHT = 80 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 60 STYLE_WEIGHT = 80 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
Original terrain & Residential area
Original terrain & Residential area
Original terrain & mega city
Original terrain & mega city
Original terrain & River band
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 200 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 100 STYLE_WEIGHT = 60 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 15 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 300 STYLE_WEIGHT = 60 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 300 STYLE_WEIGHT = 60 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
Original terrain & Rivers
Original terrain & Rivers
Original terrain & Rivers
Original terrain & Rivers
Original terrain & Rivers
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 300 STYLE_WEIGHT = 60 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 300 STYLE_WEIGHT = 60 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 300 STYLE_WEIGHT = 60 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 200 STYLE_WEIGHT = 100 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
ITERATIONS = 10 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 300 STYLE_WEIGHT = 60 TOTAL_VARIATION_WEIGHT = 40 INPUT_IMAGE = ‘content’ content_layers = [‘relu_9’] style_layers = [‘relu_1’,’relu_3’,’relu_5’,’relu_9’,’relu_13’]
River & Organic Urban Fabric Settlement
River & Organic Urban Fabric Settlement
River & Organic Urban Fabric Settlement
River & Organic Urban Fabric Settlement
River & Facade
ITERATIONS = 15 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 300 TOTAL_VARIATION_WEIGHT = 150 INPUT_IMAGE = ‘content’ content_layers = [‘relu_1’,’relu_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_5’, ‘relu_16’, ‘conv_7’, ‘relu_10’, ‘conv_8’, ‘relu_12’, ‘relu_1’, ‘pool_9’]
ITERATIONS = 15 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 300 TOTAL_VARIATION_WEIGHT = 150 INPUT_IMAGE = ‘content’ content_layers = [‘relu_1’,’relu_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_5’, ‘relu_16’, ‘conv_7’, ‘relu_10’, ‘conv_8’, ‘relu_12’, ‘relu_1’, ‘pool_9’]
ITERATIONS = 10 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 300 TOTAL_VARIATION_WEIGHT = 150 INPUT_IMAGE = ‘content’ content_layers = [‘relu_1’,’relu_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_5’, ‘relu_16’, ‘conv_7’, ‘relu_10’, ‘conv_8’, ‘relu_12’, ‘relu_1’, ‘pool_9’]
ITERATIONS = 20 IMAGE_WIDTH = 512 IMAGE_HEIGHT = 512 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 300 TOTAL_VARIATION_WEIGHT = 150 INPUT_IMAGE = ‘content’ content_layers = [‘relu_1’,’relu_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_5’, ‘relu_16’, ‘conv_7’, ‘relu_10’, ‘conv_8’, ‘relu_12’, ‘relu_1’, ‘pool_9’]
ITERATIONS = 12 IMAGE_WIDTH = 720 IMAGE_HEIGHT = 720 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 300 TOTAL_VARIATION_WEIGHT = 150 INPUT_IMAGE = ‘content’ content_layers = [‘relu_1’,’relu_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_5’, ‘relu_16’, ‘conv_7’, ‘relu_10’, ‘conv_8’, ‘relu_12’, ‘relu_1’, ‘pool_9’]
9
River & Organic Urban Fabric Settlement
River & Organic Urban Fabric Settlement
Jungle & Church
Jungle & Church
Valley & Facade
ITERATIONS = 15 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 300 TOTAL_VARIATION_WEIGHT = 150 INPUT_IMAGE = ‘content’ content_layers = [‘relu_1’,’relu_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_5’, ‘relu_16’, ‘conv_7’, ‘relu_10’, ‘conv_8’, ‘relu_12’, ‘relu_1’, ‘pool_9’]
ITERATIONS = 15 IMAGE_WIDTH = 1080 IMAGE_HEIGHT = 1080 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 300 TOTAL_VARIATION_WEIGHT = 150 INPUT_IMAGE = ‘content’ content_layers = [‘relu_1’,’relu_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_5’, ‘relu_16’, ‘conv_7’, ‘relu_10’, ‘conv_8’, ‘relu_12’, ‘relu_1’, ‘pool_9’]
ITERATIONS = 12 IMAGE_WIDTH = 720 IMAGE_HEIGHT = 720 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 300 TOTAL_VARIATION_WEIGHT = 150 INPUT_IMAGE = ‘content’ content_layers = [‘relu_1’,’relu_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_5’, ‘relu_16’, ‘conv_7’, ‘relu_10’, ‘conv_8’, ‘relu_12’, ‘relu_1’, ‘pool_9’]
ITERATIONS = 12 IMAGE_WIDTH = 720 IMAGE_HEIGHT = 720 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 300 TOTAL_VARIATION_WEIGHT = 150 INPUT_IMAGE = ‘content’ content_layers = [‘relu_1’,’relu_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_5’, ‘relu_16’, ‘conv_7’, ‘relu_10’, ‘conv_8’, ‘relu_12’, ‘relu_1’, ‘pool_9’]
ITERATIONS = 12 IMAGE_WIDTH = 720 IMAGE_HEIGHT = 720 CONTENT_WEIGHT = 50 STYLE_WEIGHT = 300 TOTAL_VARIATION_WEIGHT = 150 INPUT_IMAGE = ‘content’ content_layers = [‘relu_1’,’relu_2’, ‘conv_4’] style_layers = [‘conv_2’, ‘conv_5’, ‘relu_16’, ‘conv_7’, ‘relu_10’, ‘conv_8’, ‘relu_12’, ‘relu_1’, ‘pool_9’]
10
EPILOGUE REFORMING...