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filename
string | category
class label | size
dict | elements
sequence | keywords
sequence | images
images list |
|---|---|---|---|---|---|
fashion_0001 | 0fashion
| {
"width": 225,
"height": 300
} | {
"label": [
1,
4
],
"polygon_x": [
[
1,
1,
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1,
1
],
[
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]
],
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1,
1,
2
],
[
262,
280,
280,
261,
261,
262
]
]
} | [] | |
fashion_0002 | 0fashion
| {
"width": 225,
"height": 300
} | {
"label": [
1,
3,
3,
4
],
"polygon_x": [
[
1,
1,
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225,
1,
1
],
[
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],
[
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81,
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],
[
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]
],
"polygon_y": [
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225,
216,
216,
217
],
[
227,
265,
265,
226,
226,
227
]
]
} | [] | |
fashion_0003 | 0fashion
| {
"width": 225,
"height": 300
} | {
"label": [
1,
4
],
"polygon_x": [
[
1,
1,
225,
225,
1,
1
],
[
126,
126,
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195,
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126
]
],
"polygon_y": [
[
2,
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1,
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],
[
237,
260,
260,
236,
236,
237
]
]
} | [
"shop"
] | |
fashion_0004 | 0fashion
| {
"width": 225,
"height": 300
} | {
"label": [
1,
3,
3,
4
],
"polygon_x": [
[
1,
1,
225,
225,
1,
1
],
[
71,
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155,
155,
71,
71
],
[
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6,
6
],
[
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]
],
"polygon_y": [
[
2,
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],
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16,
16,
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],
[
187,
220,
220,
186,
186,
187
]
]
} | [] | |
fashion_0005 | 0fashion
| {
"width": 225,
"height": 300
} | {
"label": [
1,
4
],
"polygon_x": [
[
16,
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],
[
16,
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]
],
"polygon_y": [
[
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],
[
237,
265,
265,
236,
236,
237
]
]
} | [] | |
fashion_0006 | 0fashion
| {
"width": 225,
"height": 300
} | {
"label": [
1,
4
],
"polygon_x": [
[
1,
1,
225,
225,
1,
1
],
[
51,
51,
170,
170,
51,
51
]
],
"polygon_y": [
[
2,
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300,
1,
1,
2
],
[
257,
270,
270,
256,
256,
257
]
]
} | [] | |
fashion_0007 | 0fashion
| {
"width": 225,
"height": 300
} | {
"label": [
0,
0,
0,
0,
0,
0,
1,
1,
1,
2
],
"polygon_x": [
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156,
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205,
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],
[
156,
156,
205,
205,
156,
156
],
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26,
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26
],
[
106,
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106
],
[
81,
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81,
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],
[
106,
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145,
106,
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],
[
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],
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],
[
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21
],
[
16,
16,
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110,
16,
16
]
],
"polygon_y": [
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57,
115,
115,
56,
56,
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],
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222,
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275,
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221,
222
],
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137,
190,
190,
136,
136,
137
],
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52,
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110,
51,
51,
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],
[
137,
190,
190,
136,
136,
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],
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],
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52,
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],
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],
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],
[
22,
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35,
21,
21,
22
]
]
} | [
"woman",
"life",
"style",
"inspire",
"fun"
] | |
fashion_0008 | 0fashion
| {
"width": 225,
"height": 300
} | {
"label": [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
2
],
"polygon_x": [
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],
[
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21,
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],
[
161,
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200,
200,
161,
161
],
[
161,
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205,
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161,
161
],
[
21,
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55,
55,
21,
21
],
[
31,
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70,
31,
31
],
[
151,
151,
205,
205,
151,
151
],
[
116,
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175,
175,
116,
116
],
[
161,
161,
205,
205,
161,
161
],
[
161,
161,
205,
205,
161,
161
],
[
16,
16,
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16,
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],
[
161,
161,
205,
205,
161,
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],
[
161,
161,
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161
],
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],
[
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]
],
"polygon_y": [
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],
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56,
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],
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62,
100,
100,
61,
61,
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],
[
142,
175,
175,
141,
141,
142
],
[
227,
265,
265,
226,
226,
227
],
[
117,
145,
145,
116,
116,
117
],
[
187,
205,
205,
186,
186,
187
],
[
42,
55,
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41,
42
],
[
237,
255,
255,
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236,
237
],
[
267,
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266,
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],
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],
[
217,
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],
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112,
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],
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31,
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],
[
22,
35,
35,
21,
21,
22
]
]
} | [
"skin",
"light",
"hair"
] | |
fashion_0009 | 0fashion
| {
"width": 225,
"height": 300
} | {
"label": [
0,
0,
0,
0,
0,
0,
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1,
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],
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],
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76,
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76,
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],
[
16,
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16,
16
],
[
26,
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26,
26
],
[
171,
171,
195,
195,
171,
171
],
[
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],
[
61,
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61,
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],
[
151,
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],
[
191,
191,
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191,
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],
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],
[
161,
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161,
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]
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257,
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256,
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],
[
217,
225,
225,
216,
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],
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230,
166,
165,
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166,
215,
215,
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170,
170,
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1,
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262,
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],
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272,
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]
]
} | [
"fashion",
"talk",
"idea",
"moment",
"dream",
"store",
"shop"
] | |
fashion_0010 | 0fashion
| {
"width": 225,
"height": 300
} | {
"label": [
0,
0,
0,
1,
1,
1,
3,
4
],
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191,
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],
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],
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152,
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151,
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],
[
137,
145,
145,
136,
136,
137
]
]
} | [
"dress",
"designer",
"moment"
] | |
fashion_0011 | 0fashion
| {
"width": 225,
"height": 300
} | {
"label": [
0,
0,
1,
1,
2,
3,
3,
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],
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16,
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],
[
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]
],
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],
[
167,
190,
190,
166,
166,
167
]
]
} | [
"season",
"bag"
] | |
fashion_0012 | 0fashion
| {
"width": 225,
"height": 300
} | {
"label": [
0,
0,
1,
1,
1,
2,
3
],
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],
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1,
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65,
1,
1
],
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11,
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45,
11,
11
],
[
46,
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65,
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],
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81,
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]
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} | [
"woman",
"style",
"fashion",
"face",
"colour",
"brand",
"light",
"bag",
"beautiful",
"lady"
] | |
fashion_0013 | 0fashion
| {
"width": 225,
"height": 300
} | {
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0,
0,
1,
1,
1,
2,
3,
3
],
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],
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]
} | [] | |
fashion_0014 | 0fashion
| {
"width": 225,
"height": 300
} | {
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1,
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],
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267,
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285,
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267
]
]
} | [] | |
fashion_0015 | 0fashion
| {
"width": 225,
"height": 300
} | {
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],
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110,
110,
81,
80,
80,
21,
21,
22
],
[
217,
285,
285,
196,
196,
215,
216,
216,
217
],
[
122,
220,
220,
121,
121,
122
],
[
252,
285,
285,
251,
251,
252
],
[
137,
185,
185,
136,
136,
137
],
[
117,
125,
125,
116,
116,
117
],
[
92,
115,
115,
116,
120,
121,
121,
205,
205,
131,
130,
130,
1,
1,
90,
91,
91,
92
],
[
22,
110,
110,
21,
21,
22
],
[
227,
300,
300,
226,
226,
227
],
[
247,
300,
300,
246,
246,
247
],
[
122,
205,
205,
121,
121,
122
]
]
} | [
"love",
"friend",
"skin",
"talk",
"idea",
"heart",
"watch",
"bag",
"scent",
"fit",
"wedding",
"flower"
] |
End of preview.
Dataset Card for Magazine dataset
Dataset Summary
A large-scale magazine layout dataset with fine-grained layout annotations and keyword labeling.
Supported Tasks and Leaderboards
[More Information Needed]
Languages
[More Information Needed]
Dataset Structure
Data Instances
import datasets as ds
dataset = ds.load_dataset("creative-graphic-design/Magazine")
Data Fields
[More Information Needed]
Data Splits
[More Information Needed]
Dataset Creation
Curation Rationale
[More Information Needed]
Source Data
[More Information Needed]
Initial Data Collection and Normalization
[More Information Needed]
Who are the source language producers?
[More Information Needed]
Annotations
[More Information Needed]
Annotation process
[More Information Needed]
Who are the annotators?
[More Information Needed]
Personal and Sensitive Information
[More Information Needed]
Considerations for Using the Data
Social Impact of Dataset
[More Information Needed]
Discussion of Biases
[More Information Needed]
Other Known Limitations
[More Information Needed]
Additional Information
Dataset Curators
[More Information Needed]
Licensing Information
Copyright (c) 2019, Xiaotian Qiao
All rights reserved.
This code is copyrighted by the authors and is for non-commercial research
purposes only.
Redistribution and use in source and binary forms, with or without
modification, are permitted provided that the following conditions are met:
* Redistributions of source code must retain the above copyright notice, this
list of conditions and the following disclaimer.
* Redistributions in binary form must reproduce the above copyright notice,
this list of conditions and the following disclaimer in the documentation
and/or other materials provided with the distribution.
THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
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 WH},
journal={ACM Transactions on Graphics (TOG)},
volume={38},
number={4},
pages={1--15},
year={2019},
publisher={ACM New York, NY, USA}
}
Contributions
Thanks to Xinru Zheng and Xiaotian Qiao for creating this dataset.
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