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Datasets:
Omarrran
/
vision_language_pairs_data

Modalities:
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License:
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Dataset Preview
The full dataset viewer is not available (click to read why). Only showing a preview of the rows.
The dataset generation failed
Error code:   DatasetGenerationError
Exception:    ParserError
Message:      Error tokenizing data. C error: Expected 1 fields in line 18, saw 3

Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1855, in _prepare_split_single
                  for _, table in generator:
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/packaged_modules/csv/csv.py", line 190, in _generate_tables
                  for batch_idx, df in enumerate(csv_file_reader):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/pandas/io/parsers/readers.py", line 1843, in __next__
                  return self.get_chunk()
                File "/src/services/worker/.venv/lib/python3.9/site-packages/pandas/io/parsers/readers.py", line 1985, in get_chunk
                  return self.read(nrows=size)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/pandas/io/parsers/readers.py", line 1923, in read
                  ) = self._engine.read(  # type: ignore[attr-defined]
                File "/src/services/worker/.venv/lib/python3.9/site-packages/pandas/io/parsers/c_parser_wrapper.py", line 234, in read
                  chunks = self._reader.read_low_memory(nrows)
                File "parsers.pyx", line 850, in pandas._libs.parsers.TextReader.read_low_memory
                File "parsers.pyx", line 905, in pandas._libs.parsers.TextReader._read_rows
                File "parsers.pyx", line 874, in pandas._libs.parsers.TextReader._tokenize_rows
                File "parsers.pyx", line 891, in pandas._libs.parsers.TextReader._check_tokenize_status
                File "parsers.pyx", line 2061, in pandas._libs.parsers.raise_parser_error
              pandas.errors.ParserError: Error tokenizing data. C error: Expected 1 fields in line 18, saw 3
              
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1438, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1050, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 925, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1001, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1742, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1898, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

image_id
string
dataset
string
image_url
string
primary_category
string
width
int64
height
int64
aspect_ratio
float64
caption_count
int64
license
string
coco_000000
COCO
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coco_000001
COCO
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coco_000002
COCO
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people
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coco_000003
COCO
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food
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coco_000004
COCO
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fashion
1,815
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5
Creative Commons Attribution 4.0 License
coco_000005
COCO
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interior
1,277
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Creative Commons Attribution 4.0 License
coco_000006
COCO
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technology
1,498
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5
Creative Commons Attribution 4.0 License
coco_000007
COCO
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sports
1,871
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Creative Commons Attribution 4.0 License
coco_000008
COCO
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people
2,788
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coco_000009
COCO
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interior
3,543
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coco_000010
COCO
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interior
1,259
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5
Creative Commons Attribution 4.0 License
coco_000011
COCO
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food
2,950
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coco_000012
COCO
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sports
879
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coco_000013
COCO
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technology
819
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1.56
5
Creative Commons Attribution 4.0 License
coco_000014
COCO
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animals
1,055
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5
Creative Commons Attribution 4.0 License
coco_000015
COCO
https://images.cocodatas…/coco_42400.jpeg
interior
3,333
2,644
1.79
5
Creative Commons Attribution 4.0 License
coco_000016
COCO
https://images.cocodatas…/coco_161798.png
food
3,394
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1.01
5
Creative Commons Attribution 4.0 License
coco_000017
COCO
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landscape
968
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Creative Commons Attribution 4.0 License
coco_000018
COCO
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sports
2,959
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Creative Commons Attribution 4.0 License
coco_000019
COCO
https://images.cocodatas…/coco_749092.jpg
fashion
2,110
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0.56
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Creative Commons Attribution 4.0 License
coco_000020
COCO
https://images.cocodatas…/coco_280379.jpg
interior
821
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5
Creative Commons Attribution 4.0 License
coco_000021
COCO
https://images.cocodatas…/coco_835465.png
food
3,072
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Creative Commons Attribution 4.0 License
coco_000022
COCO
https://images.cocodatas…coco_460563.jpeg
fashion
2,981
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1.77
5
Creative Commons Attribution 4.0 License
coco_000023
COCO
https://images.cocodatas…/coco_473509.png
interior
3,565
1,488
1.24
5
Creative Commons Attribution 4.0 License
coco_000024
COCO
https://images.cocodatas…/coco_805842.jpg
people
3,471
742
1.95
5
Creative Commons Attribution 4.0 License
coco_000025
COCO
https://images.cocodatas…coco_855152.jpeg
technology
2,501
1,681
0.87
5
Creative Commons Attribution 4.0 License
coco_000026
COCO
https://images.cocodatas…/coco_720223.jpg
interior
837
2,891
0.89
5
Creative Commons Attribution 4.0 License
coco_000027
COCO
https://images.cocodatas…/coco_804134.png
vehicles
2,099
2,125
1.98
5
Creative Commons Attribution 4.0 License
coco_000028
COCO
https://images.cocodatas…coco_810074.jpeg
interior
3,870
2,405
1.93
5
Creative Commons Attribution 4.0 License
coco_000029
COCO
https://images.cocodatas…coco_229122.jpeg
landscape
3,530
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Creative Commons Attribution 4.0 License
coco_000030
COCO
https://images.cocodatas…/coco_954316.png
interior
1,684
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1.28
5
Creative Commons Attribution 4.0 License
coco_000031
COCO
https://images.cocodatas…coco_564306.jpeg
technology
3,141
2,353
1.19
5
Creative Commons Attribution 4.0 License
coco_000032
COCO
https://images.cocodatas…9/coco_26291.jpg
sports
1,283
2,229
1.61
5
Creative Commons Attribution 4.0 License
coco_000033
COCO
https://images.cocodatas…/coco_976194.jpg
sports
1,423
1,014
1.09
5
Creative Commons Attribution 4.0 License
coco_000034
COCO
https://images.cocodatas…coco_632138.jpeg
landscape
1,481
2,275
0.73
5
Creative Commons Attribution 4.0 License
coco_000035
COCO
https://images.cocodatas…/coco_942604.png
technology
883
2,133
1.86
5
Creative Commons Attribution 4.0 License
coco_000036
COCO
https://images.cocodatas…coco_260079.jpeg
interior
3,479
732
1.25
5
Creative Commons Attribution 4.0 License
coco_000037
COCO
https://images.cocodatas…/coco_798733.png
people
2,298
1,406
1.79
5
Creative Commons Attribution 4.0 License
coco_000038
COCO
https://images.cocodatas…9/coco_56969.jpg
interior
1,879
1,056
1.47
5
Creative Commons Attribution 4.0 License
coco_000039
COCO
https://images.cocodatas…/coco_294603.jpg
food
2,803
671
0.85
5
Creative Commons Attribution 4.0 License
coco_000040
COCO
https://images.cocodatas…/coco_649828.png
people
3,615
1,238
0.63
5
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coco_000041
COCO
https://images.cocodatas…/coco_306235.jpg
vehicles
2,668
1,352
1.82
5
Creative Commons Attribution 4.0 License
coco_000042
COCO
https://images.cocodatas…/coco_372650.png
fashion
986
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1.4
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coco_000043
COCO
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food
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coco_000044
COCO
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sports
1,212
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coco_000045
COCO
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animals
2,319
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5
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coco_000046
COCO
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food
3,121
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coco_000047
COCO
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interior
1,000
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coco_000048
COCO
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landscape
1,800
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coco_000049
COCO
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technology
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coco_000050
COCO
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interior
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coco_000051
COCO
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food
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coco_000052
COCO
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fashion
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coco_000053
COCO
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technology
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coco_000054
COCO
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fashion
1,724
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coco_000055
COCO
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sports
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coco_000056
COCO
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vehicles
1,506
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coco_000057
COCO
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technology
1,015
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coco_000058
COCO
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food
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coco_000059
COCO
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technology
1,205
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coco_000060
COCO
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sports
3,291
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5
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coco_000061
COCO
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technology
1,081
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coco_000062
COCO
https://images.cocodatas…/coco_679916.jpg
food
3,330
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coco_000063
COCO
https://images.cocodatas…/coco_771281.jpg
interior
3,852
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coco_000064
COCO
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technology
3,524
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coco_000065
COCO
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food
3,570
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coco_000066
COCO
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fashion
3,778
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coco_000067
COCO
https://images.cocodatas…4/coco_50498.jpg
interior
1,456
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coco_000068
COCO
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animals
1,983
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5
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coco_000069
COCO
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food
2,592
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5
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coco_000070
COCO
https://images.cocodatas…/coco_900281.jpg
interior
1,172
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5
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coco_000071
COCO
https://images.cocodatas…1/coco_95657.jpg
sports
1,768
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5
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coco_000072
COCO
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interior
2,346
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5
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coco_000073
COCO
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technology
3,352
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5
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coco_000074
COCO
https://images.cocodatas…coco_466605.jpeg
interior
890
1,199
1.75
5
Creative Commons Attribution 4.0 License
coco_000075
COCO
https://images.cocodatas…/coco_448149.jpg
technology
2,304
1,540
1.31
5
Creative Commons Attribution 4.0 License
coco_000076
COCO
https://images.cocodatas…/coco_972480.jpg
food
2,960
1,062
0.82
5
Creative Commons Attribution 4.0 License
coco_000077
COCO
https://images.cocodatas…coco_343647.jpeg
technology
2,808
2,064
1.28
5
Creative Commons Attribution 4.0 License
coco_000078
COCO
https://images.cocodatas…/coco_681490.jpg
interior
2,434
2,393
1.72
5
Creative Commons Attribution 4.0 License
coco_000079
COCO
https://images.cocodatas…coco_110713.jpeg
sports
1,663
1,843
0.89
5
Creative Commons Attribution 4.0 License
coco_000080
COCO
https://images.cocodatas…/coco_679857.png
interior
2,229
2,923
1.06
5
Creative Commons Attribution 4.0 License
coco_000081
COCO
https://images.cocodatas…4/coco_86998.jpg
landscape
3,227
2,688
0.52
5
Creative Commons Attribution 4.0 License
coco_000082
COCO
https://images.cocodatas…/coco_142203.png
landscape
2,914
2,448
1.28
5
Creative Commons Attribution 4.0 License
coco_000083
COCO
https://images.cocodatas…/coco_462827.jpg
animals
3,184
1,088
1.17
5
Creative Commons Attribution 4.0 License
coco_000084
COCO
https://images.cocodatas…/coco_403388.jpg
technology
3,861
2,849
0.73
5
Creative Commons Attribution 4.0 License
coco_000085
COCO
https://images.cocodatas…coco_399109.jpeg
technology
3,009
2,135
1.5
5
Creative Commons Attribution 4.0 License
coco_000086
COCO
https://images.cocodatas…/coco_956162.png
interior
1,996
1,763
1.66
5
Creative Commons Attribution 4.0 License
coco_000087
COCO
https://images.cocodatas…/coco_662549.png
sports
3,733
2,075
0.52
5
Creative Commons Attribution 4.0 License
coco_000088
COCO
https://images.cocodatas…/coco_328843.jpg
interior
3,241
2,942
1.54
5
Creative Commons Attribution 4.0 License
coco_000089
COCO
https://images.cocodatas…coco_486553.jpeg
fashion
3,219
1,976
0.59
5
Creative Commons Attribution 4.0 License
coco_000090
COCO
https://images.cocodatas…/coco_140762.png
interior
3,874
2,000
0.97
5
Creative Commons Attribution 4.0 License
coco_000091
COCO
https://images.cocodatas…/coco_13715.jpeg
technology
1,051
1,852
1.64
5
Creative Commons Attribution 4.0 License
coco_000092
COCO
https://images.cocodatas…/coco_570981.jpg
technology
2,485
1,211
1.26
5
Creative Commons Attribution 4.0 License
coco_000093
COCO
https://images.cocodatas…/coco_643093.jpg
vehicles
3,422
2,585
1.49
5
Creative Commons Attribution 4.0 License
coco_000094
COCO
https://images.cocodatas…coco_663457.jpeg
landscape
3,407
2,433
1.79
5
Creative Commons Attribution 4.0 License
coco_000095
COCO
https://images.cocodatas…/coco_929869.jpg
technology
3,258
817
1.83
5
Creative Commons Attribution 4.0 License
coco_000096
COCO
https://images.cocodatas…/coco_269307.jpg
food
1,737
1,150
1.56
5
Creative Commons Attribution 4.0 License
coco_000097
COCO
https://images.cocodatas…/coco_538276.png
interior
3,157
1,100
1.74
5
Creative Commons Attribution 4.0 License
coco_000098
COCO
https://images.cocodatas…/coco_752478.png
food
926
1,468
0.71
5
Creative Commons Attribution 4.0 License
coco_000099
COCO
https://images.cocodatas…/coco_479303.png
technology
2,379
2,506
1.62
5
Creative Commons Attribution 4.0 License
End of preview.

Vision-Language Pairs Dataset

This dataset contains metadata about image-text pairs from various popular vision-language datasets.

Contents

  • vision_language_data/all_vision_language_images.csv: Combined metadata for all images (75629 records)
  • vision_language_data/all_vision_language_captions.csv: Combined captions for all images (86676 records)
  • dataset_statistics.csv: Summary statistics for each dataset
  • category_distribution.csv: Distribution of image categories across datasets
  • caption_length_distribution.csv: Distribution of caption lengths
  • caption_style_distribution.csv: Distribution of caption styles
  • category_caption_statistics.csv: Caption statistics by category
  • vision_language_catalog.json: Searchable catalog with sample image-caption pairs

Datasets Included

  • COCO (Common Objects in Context): COCO is a large-scale object detection, segmentation, and captioning dataset with multiple captions per image. (123287 images)
  • Flickr30K (Flickr 30,000 Images): Flickr30K contains images collected from Flickr with 5 reference captions per image provided by human annotators. (31783 images)
  • Visual Genome (Visual Genome): Visual Genome connects structured image concepts to language with detailed region descriptions and question-answer pairs. (108077 images)
  • Conceptual Captions (Conceptual Captions): Conceptual Captions is a large-scale dataset of image-caption pairs harvested from the web and automatically filtered. (3300000 images)
  • CC3M (Conceptual 3 Million): CC3M is a dataset of 3 million image-text pairs collected from the web, useful for vision-language pretraining. (3000000 images)
  • SBU Captions (SBU Captioned Photo Dataset): The SBU dataset consists of 1 million images with associated captions collected from Flickr. (1000000 images)

Fields Description

Images Table

  • image_id: Unique identifier for the image
  • dataset: Source dataset name
  • image_url: URL to the image (simulated)
  • primary_category: Main content category
  • width: Image width in pixels
  • height: Image height in pixels
  • aspect_ratio: Width divided by height
  • caption_count: Number of captions for this image
  • license: License under which the image is available

Captions Table

  • caption_id: Unique identifier for the caption
  • image_id: ID of the associated image
  • dataset: Source dataset name
  • text: Caption text
  • language: Caption language (default: en)
  • style: Caption style (descriptive, short, or detailed)
  • length: Number of characters in the caption
  • word_count: Number of words in the caption

Usage Examples

This metadata can be used for:

  1. Analyzing the composition of vision-language datasets
  2. Comparing caption characteristics across different datasets
  3. Training and evaluating image captioning models
  4. Studying linguistic patterns in image descriptions
  5. Developing multimodal AI systems

Data Generation Note

This dataset contains synthetic metadata that represents the structure and characteristics of actual vision-language pair collections, but the specific image and caption details are generated for demonstration purposes.

Created: 2025-04-26

Note:

All files are packaged into a ZIP archive called vision_language_pairs_data.zip for easy download, with expected size in the 150-200MB range, making it suitable for research and educational purposes.

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