image image | ocr list |
|---|---|
[
{
"box": [
[
72,
25
],
[
326,
25
],
[
326,
64
],
[
72,
64
]
],
"label": "other",
"text": "TAN WOON YANN"
},
{
"box": [
[
50,
82
],
[
440,
... | |
[
{
"box": [
[
76,
50
],
[
323,
50
],
[
323,
84
],
[
76,
84
]
],
"label": "other",
"text": "TAN WOON YANN"
},
{
"box": [
[
110,
165
],
[
315... | |
[
{
"box": [
[
119,
47
],
[
367,
47
],
[
367,
80
],
[
119,
80
]
],
"label": "other",
"text": "TAN WOON YANN"
},
{
"box": [
[
93,
161
],
[
35... | |
[
{
"box": [
[
96,
41
],
[
353,
41
],
[
353,
79
],
[
96,
79
]
],
"label": "other",
"text": "TAN WOON YANN"
},
{
"box": [
[
88,
107
],
[
366,... | |
[
{
"box": [
[
83,
41
],
[
331,
41
],
[
331,
78
],
[
83,
78
]
],
"label": "other",
"text": "TAN WOON YANN"
},
{
"box": [
[
109,
171
],
[
330... | |
[
{
"box": [
[
143,
43
],
[
362,
43
],
[
362,
80
],
[
143,
80
]
],
"label": "other",
"text": "TAN CHAY YEE"
},
{
"box": [
[
129,
86
],
[
309... | |
[
{
"box": [
[
94,
40
],
[
316,
40
],
[
316,
79
],
[
94,
79
]
],
"label": "other",
"text": "TAN CHAY YEE"
},
{
"box": [
[
23,
103
],
[
431,
... | |
[
{
"box": [
[
127,
55
],
[
347,
55
],
[
347,
89
],
[
127,
89
]
],
"label": "other",
"text": "TAN CHAY YEE"
},
{
"box": [
[
53,
88
],
[
415,... | |
[
{
"box": [
[
366,
241
],
[
597,
241
],
[
597,
259
],
[
366,
259
]
],
"label": "company",
"text": "PERNIAGAAN ZHENG HUI"
},
{
"box": [
[
435,
263
],
... | |
[
{
"box": [
[
223,
112
],
[
331,
112
],
[
331,
165
],
[
223,
165
]
],
"label": "other",
"text": "1950"
},
{
"box": [
[
45,
197
],
[
477,
... | |
[
{
"box": [
[
130,
68
],
[
676,
68
],
[
676,
105
],
[
130,
105
]
],
"label": "company",
"text": "SAM SAM TRADING CO"
},
{
"box": [
[
325,
111
],
[
... | |
[
{
"box": [
[
112,
298
],
[
628,
298
],
[
628,
358
],
[
112,
358
]
],
"label": "company",
"text": "AIK HUAT HARDWARE"
},
{
"box": [
[
114,
329
],
[... | |
[
{
"box": [
[
146,
47
],
[
565,
47
],
[
565,
84
],
[
146,
84
]
],
"label": "company",
"text": "HOME MASTER HARDWARE &"
},
{
"box": [
[
266,
89
],
[... | |
[
{
"box": [
[
72,
27
],
[
680,
27
],
[
680,
81
],
[
72,
81
]
],
"label": "company",
"text": "RESTORAN HASSANBISTRO"
},
{
"box": [
[
165,
82
],
[
... | |
[
{
"box": [
[
319,
78
],
[
526,
78
],
[
526,
118
],
[
319,
118
]
],
"label": "company",
"text": "ASIA MART"
},
{
"box": [
[
320,
113
],
[
5... | |
[
{
"box": [
[
148,
48
],
[
564,
48
],
[
564,
86
],
[
148,
86
]
],
"label": "company",
"text": "HOME MASTER HARDWARE &"
},
{
"box": [
[
266,
89
],
[... | |
[
{
"box": [
[
174,
86
],
[
679,
86
],
[
679,
143
],
[
174,
143
]
],
"label": "company",
"text": "LIGHTROOM GALLERY SDN BHD"
},
{
"box": [
[
236,
130
],
... | |
[
{
"box": [
[
155,
293
],
[
667,
293
],
[
667,
361
],
[
155,
361
]
],
"label": "company",
"text": "LIGHTROOM GALLERY SDN BHD"
},
{
"box": [
[
214,
343
],... | |
[
{
"box": [
[
173,
86
],
[
680,
86
],
[
680,
144
],
[
173,
144
]
],
"label": "company",
"text": "LIGHTROOM GALLERY SDN BHD"
},
{
"box": [
[
236,
130
],
... | |
[
{
"box": [
[
68,
13
],
[
95,
13
],
[
95,
51
],
[
68,
51
]
],
"label": "other",
"text": "3"
},
{
"box": [
[
43,
87
],
[
350,
87
... | |
[
{
"box": [
[
63,
340
],
[
553,
340
],
[
553,
369
],
[
63,
369
]
],
"label": "company",
"text": "SYL ROASTED DELIGHTS SDN. BHD."
},
{
"box": [
[
246,
379
... | |
[
{
"box": [
[
127,
195
],
[
857,
195
],
[
857,
253
],
[
127,
253
]
],
"label": "company",
"text": "TEO HENG STATIONERY & BOOKS"
},
{
"box": [
[
397,
261
... | |
[
{
"box": [
[
254,
100
],
[
721,
100
],
[
721,
144
],
[
254,
144
]
],
"label": "company",
"text": "FUYI MINI MARKET"
},
{
"box": [
[
330,
149
],
[
... | |
[
{
"box": [
[
313,
44
],
[
1044,
44
],
[
1044,
102
],
[
313,
102
]
],
"label": "company",
"text": "TEO HENG STATIONERY & BOOKS"
},
{
"box": [
[
583,
104
... | |
[
{
"box": [
[
141,
445
],
[
861,
445
],
[
861,
505
],
[
141,
505
]
],
"label": "company",
"text": "TEO HENG STATIONERY & BOOKS"
},
{
"box": [
[
407,
508
... | |
[
{
"box": [
[
723,
557
],
[
1451,
557
],
[
1451,
618
],
[
723,
618
]
],
"label": "company",
"text": "TEO HENG STATIONERY & BOOKS"
},
{
"box": [
[
995,
623
... | |
[
{
"box": [
[
723,
557
],
[
1451,
557
],
[
1451,
618
],
[
723,
618
]
],
"label": "company",
"text": "TEO HENG STATIONERY & BOOKS"
},
{
"box": [
[
995,
623
... | |
[
{
"box": [
[
951,
247
],
[
1436,
247
],
[
1436,
304
],
[
951,
304
]
],
"label": "company",
"text": "TEO HENG STATIONERY & BOOKS"
},
{
"box": [
[
1131,
297
... | |
[
{
"box": [
[
912,
372
],
[
1216,
372
],
[
1216,
400
],
[
912,
400
]
],
"label": "company",
"text": "MR. D.I.Y. (M) SDN BHD"
},
{
"box": [
[
943,
398
],
... | |
[
{
"box": [
[
200,
196
],
[
696,
196
],
[
696,
243
],
[
200,
243
]
],
"label": "company",
"text": "99 SPEED MART S/B (519537-X)"
},
{
"box": [
[
219,
243
... |
End of preview. Expand in Data Studio
Dataset Card for "sroie_document_understanding"
Dataset Description
This dataset is an enriched version of SROIE 2019 dataset with additional labels for line descriptions and line totals for OCR and layout understanding.
Dataset Structure
DatasetDict({
train: Dataset({
features: ['image', 'ocr'],
num_rows: 652
})
})
Data Fields
{
'image': PIL Image object,
'ocr': [
# text box 1
{
'box': [[float, float], [float, float], [float, float], [float, float]],
'label': str, # "other" | "company" | "address" | "date" | "line_description" | "line_total" | "total"
'text': str
},
...
# text box N
{
'box': [[float, float], [float, float], [float, float], [float, float]],
'label': str,
'text': str,
}
]
}
Dataset Creation
Source Data
The dataset was obtained from ICDAR2019 Competition on Scanned Receipt OCR and Information Extraction
Annotations
Annotation process
Additional labels to receipt line items were added using open source labelme tool.
Who are the annotators?
Arvind Rajan (adding labels to the original text boxes from source)
Additional Information
Licensing Information
MIT License
Contributions
Thanks to @arvindrajan92 for adding this dataset.
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