filename string | category class label | size dict | elements dict | keywords list | images images list |
|---|---|---|---|---|---|
fashion_0001 | 0fashion | {
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"height": 300
} | {
"label": [
1,
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],
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],
"polygon_y": [
[
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],
[
262,
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2... | [] | |
fashion_0002 | 0fashion | {
"width": 225,
"height": 300
} | {
"label": [
1,
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],
"polygon_x": [
[
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[
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],
[
81,
81,
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81,
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],
[
31,
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... | [] | |
fashion_0003 | 0fashion | {
"width": 225,
"height": 300
} | {
"label": [
1,
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],
"polygon_x": [
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[
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]
],
"polygon_y": [
[
2,
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1,
1,
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],
[
237,
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... | [
"shop"
] | |
fashion_0004 | 0fashion | {
"width": 225,
"height": 300
} | {
"label": [
1,
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3,
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],
"polygon_x": [
[
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[
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],
[
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6,
6
],
[
21,
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2... | [] | |
fashion_0005 | 0fashion | {
"width": 225,
"height": 300
} | {
"label": [
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],
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[
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]
],
"polygon_y": [
[
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265,... | [] | |
fashion_0006 | 0fashion | {
"width": 225,
"height": 300
} | {
"label": [
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],
"polygon_x": [
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],
"polygon_y": [
[
2,
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1,
1,
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],
[
257,
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2... | [] | |
fashion_0007 | 0fashion | {
"width": 225,
"height": 300
} | {
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[
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],
[
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... | [
"woman",
"life",
"style",
"inspire",
"fun"
] | |
fashion_0008 | 0fashion | {
"width": 225,
"height": 300
} | {
"label": [
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[
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21,
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],
[
161,
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2... | [
"skin",
"light",
"hair"
] | |
fashion_0009 | 0fashion | {
"width": 225,
"height": 300
} | {
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0,
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[
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],
[
76,
76,
110,
... | [
"fashion",
"talk",
"idea",
"moment",
"dream",
"store",
"shop"
] | |
fashion_0010 | 0fashion | {
"width": 225,
"height": 300
} | {
"label": [
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],
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],
[
11,
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11,
11
],
... | [
"dress",
"designer",
"moment"
] | |
fashion_0011 | 0fashion | {
"width": 225,
"height": 300
} | {
"label": [
0,
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3,
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],
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],
[
16,
16,
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210,
16,
16
],
[
... | [
"season",
"bag"
] | |
fashion_0012 | 0fashion | {
"width": 225,
"height": 300
} | {
"label": [
0,
0,
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1,
1,
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],
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],
[
76,
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12... | [
"woman",
"style",
"fashion",
"face",
"colour",
"brand",
"light",
"bag",
"beautiful",
"lady"
] | |
fashion_0013 | 0fashion | {
"width": 225,
"height": 300
} | {
"label": [
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],
"polygon_x": [
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16,
16
],
[
16,
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81,
81,
110,
110,
... | [] | |
fashion_0014 | 0fashion | {
"width": 225,
"height": 300
} | {
"label": [
1,
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3,
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],
"polygon_x": [
[
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65,
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... | [] | |
fashion_0015 | 0fashion | {
"width": 225,
"height": 300
} | {
"label": [
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3
],
"polygon_x": [
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],
[
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81,
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],
[
146,
146,
200,
200,
146,
146
],
... | [
"woman",
"style",
"dress",
"job",
"company"
] | |
fashion_0016 | 0fashion | {
"width": 225,
"height": 300
} | {
"label": [
1,
3,
4
],
"polygon_x": [
[
16,
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],
[
16,
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],
[
16,
16,
... | [
"woman",
"style",
"dress",
"colour",
"design",
"place",
"london",
"cool"
] | |
fashion_0017 | 0fashion | {
"width": 225,
"height": 300
} | {
"label": [
1,
3,
3,
4
],
"polygon_x": [
[
1,
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171,
171,
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205,
170,
170,
170,
1,
1
],
[
151,
... | [
"love",
"wear",
"dress",
"brand",
"design"
] | |
fashion_0018 | 0fashion | {
"width": 225,
"height": 300
} | {
"label": [
0,
1,
4
],
"polygon_x": [
[
16,
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61,
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],
[
61,
61,
100,
100,
61,... | [
"colour",
"shoe",
"travel",
"laugh",
"shop",
"shirt"
] | |
fashion_0019 | 0fashion | {
"width": 225,
"height": 300
} | {
"label": [
0,
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],
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206,
225,
225,
16,
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],
[
16,
16,
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... | [
"colour",
"spring"
] | |
fashion_0020 | 0fashion | {
"width": 225,
"height": 300
} | {
"label": [
0,
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],
"polygon_x": [
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21,
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],
[
21,
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75,
75,
21,
21
],
[
81,
81,
... | [
"mother",
"place",
"mind",
"school"
] | |
fashion_0021 | 0fashion | {
"width": 225,
"height": 300
} | {
"label": [
0,
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],
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],
[
86,
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],
[
... | [
"life",
"friend",
"skin",
"dress",
"mother",
"girl",
"brand",
"child",
"fit",
"diamond"
] | |
fashion_0022 | 0fashion | {
"width": 225,
"height": 300
} | {
"label": [
0,
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],
"polygon_x": [
[
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],
[
86,
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],
[
86,
86,
... | [
"woman",
"love",
"life",
"friend",
"wear",
"talk",
"girl",
"brand",
"job",
"mind",
"fun",
"summer",
"beautiful",
"laugh",
"artist"
] | |
fashion_0023 | 0fashion | {
"width": 225,
"height": 300
} | {
"label": [
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],
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],
[
151,
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200,
200,
151,
151
],
[
21,
21,
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... | [
"woman",
"love",
"watch",
"shop"
] | |
fashion_0024 | 0fashion | {
"width": 225,
"height": 300
} | {
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0,
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],
[
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],
[
141,
141... | [
"girl",
"design",
"fun",
"beautiful"
] | |
fashion_0025 | 0fashion | {
"width": 225,
"height": 300
} | {
"label": [
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],
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],
[
116,
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205,
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],
[
116,
116... | [
"woman",
"friend",
"girl",
"man",
"inspire",
"child",
"hair",
"place",
"star",
"picture",
"body",
"shoe",
"company",
"laugh",
"clothes",
"shop",
"instagram"
] | |
fashion_0026 | 0fashion | {
"width": 225,
"height": 300
} | {
"label": [
0,
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],
"polygon_x": [
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],
[
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46
],
[
1,
1,... | [
"woman",
"idea",
"collection",
"place",
"fit",
"body",
"artist"
] | |
fashion_0027 | 0fashion | {
"width": 225,
"height": 300
} | {
"label": [
0,
0,
1
],
"polygon_x": [
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],
[
16,
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16,
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]
],
"polygon_y": [
[
22,
... | [
"woman",
"mother",
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"girl",
"brand",
"watch",
"child",
"place",
"fit",
"body",
"dream",
"celebrate",
"company",
"happy",
"important",
"role"
] | |
fashion_0028 | 0fashion | {
"width": 225,
"height": 300
} | {
"label": [
1,
2,
3
],
"polygon_x": [
[
1,
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[
21,
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21,
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],
[
161,
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190,
161,
161
]
],
"polygon_y": [
[
67,
... | [
"woman",
"top",
"art",
"career"
] | |
fashion_0029 | 0fashion | {
"width": 225,
"height": 300
} | {
"label": [
0,
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],
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[
151,
151,
205,
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151,
151
],
[
16,
16,
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16,
... | [
"woman",
"life",
"talk",
"mother",
"idea",
"face",
"job",
"child",
"company"
] | |
fashion_0030 | 0fashion | {
"width": 225,
"height": 300
} | {
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],
[
151,
151,
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200,
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],
[
136,
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156,
... | [
"woman",
"idea",
"heart",
"watch",
"job",
"child",
"fit",
"cool"
] | |
fashion_0031 | 0fashion | {
"width": 225,
"height": 300
} | {
"label": [
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[
151,
151,
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151,
151
],
[
... | [
"friend",
"talk",
"job",
"shoe",
"kid",
"laugh",
"clothes",
"cool"
] | |
fashion_0032 | 0fashion | {
"width": 225,
"height": 300
} | {
"label": [
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],
"polygon_x": [
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16,
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],
[
21,
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56,
55,
55,
21,
21,
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56,... | [] | |
fashion_0033 | 0fashion | {
"width": 225,
"height": 300
} | {
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],
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[
86,
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... | [
"friend",
"fashion",
"model",
"job",
"family",
"book",
"fun",
"career",
"enjoy",
"money",
"beautiful"
] | |
fashion_0034 | 0fashion | {
"width": 225,
"height": 300
} | {
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],
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],
[
26,
26,
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26,
26
],
[
... | [
"talk",
"place",
"young"
] | |
fashion_0035 | 0fashion | {
"width": 225,
"height": 300
} | {
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],
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],
[
26,
26,
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26,
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],
[
136,
136,
... | [
"colour",
"place",
"product"
] | |
fashion_0036 | 0fashion | {
"width": 225,
"height": 300
} | {
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],
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],
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],
[
257,
280,
280... | [] | |
fashion_0037 | 0fashion | {
"width": 225,
"height": 300
} | {
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],
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],
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2,
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],
[
247,
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fashion_0038 | 0fashion | {
"width": 225,
"height": 300
} | {
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],
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],
[
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151,
151
],
[
16,
... | [
"woman",
"skin",
"face",
"model",
"moment",
"dior"
] | |
fashion_0039 | 0fashion | {
"width": 225,
"height": 300
} | {
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],
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],
[
86,
86,
140,
140,
86,
86
],
[
... | [
"skin",
"moment",
"body",
"dior"
] | |
fashion_0040 | 0fashion | {
"width": 225,
"height": 300
} | {
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0,
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],
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[
1,
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151,
151,
205,
205,
160,
160,
161,
161,
200,
200,
160,
16... | [
"wear",
"dress"
] | |
fashion_0041 | 0fashion | {
"width": 225,
"height": 300
} | {
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],
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16,
16
],
[
16,
16,
110,
110... | [
"love",
"place"
] | |
fashion_0042 | 0fashion | {
"width": 225,
"height": 300
} | {
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0,
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0,
1,
2,
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End of preview. Expand in Data Studio
Dataset Card for Magazine
Dataset Summary
Magazine is a magazine layout dataset released with Content-aware Generative Modeling of Graphic Design Layouts. The paper studies graphic layout generation conditioned on visual and textual content and introduces a large-scale magazine layout dataset with fine-grained layout annotations and keyword labels.
Supported Tasks and Leaderboards
The dataset supports content-aware layout generation, graphic layout modeling, and image-conditioned design generation. No public leaderboard is bundled with this Hugging Face packaging.
Languages
The source magazine pages and keywords are primarily English (en).
Dataset Structure
Data Fields
Each row contains filename, category, size, elements, keywords, and images.
Data Splits
| Config | Split | Rows |
|---|---|---|
| default | train | 3,919 |
Dataset Creation
The original release includes magazine images and fine-grained layout annotations for content-aware layout modeling.
Considerations for Using the Data
The dataset represents magazine layouts from the upstream collection and may not cover all editorial styles, languages, or publication domains.
Additional Information
Licensing Information
The dataset license is not specified in the local loader metadata. Users should verify the upstream terms before redistribution or commercial use.
Citation Information
@article{zheng2019content,
title={Content-aware generative modeling of graphic design layouts},
author={Zheng, Xinru and Qiao, Xiaotian and Cao, Ying and Lau, Rynson W. H.},
journal={ACM Transactions on Graphics},
volume={38},
number={4},
year={2019}
}
Contributions
Thanks to the authors of the original Magazine layout dataset.
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