Datasets:

Omarrran
/

vision_language_pairs_data

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xet

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train

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

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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	https://images.cocodatas…/coco_42444.jpeg	landscape	3,172	2,964	1.13	5	Creative Commons Attribution 4.0 License
coco_000001	COCO	https://images.cocodatas…/coco_985102.jpg	interior	3,115	643	0.95	5	Creative Commons Attribution 4.0 License
coco_000002	COCO	https://images.cocodatas…coco_460312.jpeg	people	3,004	745	1.67	5	Creative Commons Attribution 4.0 License
coco_000003	COCO	https://images.cocodatas…coco_109139.jpeg	food	1,146	2,408	1.6	5	Creative Commons Attribution 4.0 License
coco_000004	COCO	https://images.cocodatas…coco_833302.jpeg	fashion	1,815	1,787	1.72	5	Creative Commons Attribution 4.0 License
coco_000005	COCO	https://images.cocodatas…/coco_240298.png	interior	1,277	2,283	1.28	5	Creative Commons Attribution 4.0 License
coco_000006	COCO	https://images.cocodatas…/coco_936831.png	technology	1,498	2,874	1.83	5	Creative Commons Attribution 4.0 License
coco_000007	COCO	https://images.cocodatas…/coco_163228.jpg	sports	1,871	2,264	1.76	5	Creative Commons Attribution 4.0 License
coco_000008	COCO	https://images.cocodatas…/coco_773272.png	people	2,788	849	1.36	5	Creative Commons Attribution 4.0 License
coco_000009	COCO	https://images.cocodatas…coco_306378.jpeg	interior	3,543	2,374	1	5	Creative Commons Attribution 4.0 License
coco_000010	COCO	https://images.cocodatas…/coco_808377.png	interior	1,259	1,746	1.44	5	Creative Commons Attribution 4.0 License
coco_000011	COCO	https://images.cocodatas…/coco_147716.png	food	2,950	1,286	1.23	5	Creative Commons Attribution 4.0 License
coco_000012	COCO	https://images.cocodatas…/coco_194648.jpg	sports	879	2,777	1.51	5	Creative Commons Attribution 4.0 License
coco_000013	COCO	https://images.cocodatas…/coco_942692.png	technology	819	2,651	1.56	5	Creative Commons Attribution 4.0 License
coco_000014	COCO	https://images.cocodatas…/coco_942660.jpg	animals	1,055	2,737	0.74	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	2,671	1.01	5	Creative Commons Attribution 4.0 License
coco_000017	COCO	https://images.cocodatas…/coco_778807.jpg	landscape	968	1,525	1.68	5	Creative Commons Attribution 4.0 License
coco_000018	COCO	https://images.cocodatas…/coco_86656.jpeg	sports	2,959	2,956	1.77	5	Creative Commons Attribution 4.0 License
coco_000019	COCO	https://images.cocodatas…/coco_749092.jpg	fashion	2,110	1,248	0.56	5	Creative Commons Attribution 4.0 License
coco_000020	COCO	https://images.cocodatas…/coco_280379.jpg	interior	821	698	1.38	5	Creative Commons Attribution 4.0 License
coco_000021	COCO	https://images.cocodatas…/coco_835465.png	food	3,072	2,215	1.14	5	Creative Commons Attribution 4.0 License
coco_000022	COCO	https://images.cocodatas…coco_460563.jpeg	fashion	2,981	1,414	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	822	0.74	5	Creative Commons Attribution 4.0 License
coco_000030	COCO	https://images.cocodatas…/coco_954316.png	interior	1,684	1,900	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	Creative Commons Attribution 4.0 License
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	2,259	1.4	5	Creative Commons Attribution 4.0 License
coco_000043	COCO	https://images.cocodatas…coco_435269.jpeg	food	2,674	1,892	1.72	5	Creative Commons Attribution 4.0 License
coco_000044	COCO	https://images.cocodatas…coco_985411.jpeg	sports	1,212	1,270	1.71	5	Creative Commons Attribution 4.0 License
coco_000045	COCO	https://images.cocodatas…coco_838991.jpeg	animals	2,319	1,811	1.57	5	Creative Commons Attribution 4.0 License
coco_000046	COCO	https://images.cocodatas…/coco_943124.png	food	3,121	1,575	0.87	5	Creative Commons Attribution 4.0 License
coco_000047	COCO	https://images.cocodatas…/coco_339368.png	interior	1,000	2,839	1.98	5	Creative Commons Attribution 4.0 License
coco_000048	COCO	https://images.cocodatas…/coco_792388.jpg	landscape	1,800	1,103	1.69	5	Creative Commons Attribution 4.0 License
coco_000049	COCO	https://images.cocodatas…/coco_640917.jpg	technology	3,526	669	1.98	5	Creative Commons Attribution 4.0 License
coco_000050	COCO	https://images.cocodatas…/coco_984444.png	interior	1,500	2,085	1.9	5	Creative Commons Attribution 4.0 License
coco_000051	COCO	https://images.cocodatas…/coco_736789.png	food	1,160	1,429	1.06	5	Creative Commons Attribution 4.0 License
coco_000052	COCO	https://images.cocodatas…coco_705014.jpeg	fashion	3,393	2,288	1.85	5	Creative Commons Attribution 4.0 License
coco_000053	COCO	https://images.cocodatas…2/coco_19547.png	technology	1,099	1,879	0.87	5	Creative Commons Attribution 4.0 License
coco_000054	COCO	https://images.cocodatas…coco_235732.jpeg	fashion	1,724	1,399	1.08	5	Creative Commons Attribution 4.0 License
coco_000055	COCO	https://images.cocodatas…/coco_130524.jpg	sports	3,112	1,570	1.66	5	Creative Commons Attribution 4.0 License
coco_000056	COCO	https://images.cocodatas…/coco_387891.jpg	vehicles	1,506	1,644	0.86	5	Creative Commons Attribution 4.0 License
coco_000057	COCO	https://images.cocodatas…/coco_607989.jpg	technology	1,015	1,868	1.96	5	Creative Commons Attribution 4.0 License
coco_000058	COCO	https://images.cocodatas…/coco_501511.jpg	food	1,260	926	0.98	5	Creative Commons Attribution 4.0 License
coco_000059	COCO	https://images.cocodatas…/coco_868317.jpg	technology	1,205	2,194	0.71	5	Creative Commons Attribution 4.0 License
coco_000060	COCO	https://images.cocodatas…/coco_862626.png	sports	3,291	1,945	0.51	5	Creative Commons Attribution 4.0 License
coco_000061	COCO	https://images.cocodatas…/coco_107673.jpg	technology	1,081	1,430	1.81	5	Creative Commons Attribution 4.0 License
coco_000062	COCO	https://images.cocodatas…/coco_679916.jpg	food	3,330	635	1.11	5	Creative Commons Attribution 4.0 License
coco_000063	COCO	https://images.cocodatas…/coco_771281.jpg	interior	3,852	1,393	1.41	5	Creative Commons Attribution 4.0 License
coco_000064	COCO	https://images.cocodatas…coco_221628.jpeg	technology	3,524	2,919	1.05	5	Creative Commons Attribution 4.0 License
coco_000065	COCO	https://images.cocodatas…/coco_838455.png	food	3,570	1,561	1.95	5	Creative Commons Attribution 4.0 License
coco_000066	COCO	https://images.cocodatas…/coco_528776.jpg	fashion	3,778	964	0.88	5	Creative Commons Attribution 4.0 License
coco_000067	COCO	https://images.cocodatas…4/coco_50498.jpg	interior	1,456	2,481	0.98	5	Creative Commons Attribution 4.0 License
coco_000068	COCO	https://images.cocodatas…coco_566045.jpeg	animals	1,983	2,019	1.21	5	Creative Commons Attribution 4.0 License
coco_000069	COCO	https://images.cocodatas…/coco_918560.png	food	2,592	1,289	1.85	5	Creative Commons Attribution 4.0 License
coco_000070	COCO	https://images.cocodatas…/coco_900281.jpg	interior	1,172	2,657	0.59	5	Creative Commons Attribution 4.0 License
coco_000071	COCO	https://images.cocodatas…1/coco_95657.jpg	sports	1,768	2,614	0.68	5	Creative Commons Attribution 4.0 License
coco_000072	COCO	https://images.cocodatas…coco_845793.jpeg	interior	2,346	1,448	1.57	5	Creative Commons Attribution 4.0 License
coco_000073	COCO	https://images.cocodatas…coco_433263.jpeg	technology	3,352	1,486	1.27	5	Creative Commons Attribution 4.0 License
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.

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:

Analyzing the composition of vision-language datasets
Comparing caption characteristics across different datasets
Training and evaluating image captioning models
Studying linguistic patterns in image descriptions
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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