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Datasets:
VillanovaAI
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Multi-CommonCanvas-captioning

Tasks:
Image-to-Text
Image-Text-to-Text
Modalities:
Image
Text
Formats:
parquet
Languages:
English
German
Spanish
Size:
10K - 100K
ArXiv:
Tags:
multilingual
images
commoncanvas
image-captioning
Libraries:
Datasets
pandas
Polars
License:
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metadata 
license: cc-by-sa-4.0
language:
  - en
  - de
  - es
  - fr
  - it
multilinguality:
  - multilingual
size_categories:
  - 10K<n<100K
source_datasets:
  - common-canvas/commoncatalog-cc-by-sa
task_categories:
  - image-to-text
  - image-text-to-text
tags:
  - multilingual
  - images
  - commoncanvas
  - image-captioning
configs:
  - config_name: en
    default: true
    data_files:
      - split: train
        path: en/train-*.parquet
  - config_name: de
    data_files:
      - split: train
        path: de/train-*.parquet
  - config_name: es
    data_files:
      - split: train
        path: es/train-*.parquet
  - config_name: fr
    data_files:
      - split: train
        path: fr/train-*.parquet
  - config_name: it
    data_files:
      - split: train
        path: it/train-*.parquet
dataset_info:
  - features:
      - name: photoid
        dtype: int64
      - name: uid
        dtype: large_string
      - name: unickname
        dtype: large_string
      - name: datetaken
        dtype: timestamp[us]
      - name: dateuploaded
        dtype: int64
      - name: capturedevice
        dtype: large_string
      - name: title
        dtype: large_string
      - name: usertags
        dtype: large_string
      - name: machinetags
        dtype: large_string
      - name: longitude
        dtype: float64
      - name: latitude
        dtype: float64
      - name: accuracy
        dtype: int64
      - name: pageurl
        dtype: large_string
      - name: downloadurl
        dtype: large_string
      - name: licensename
        dtype: large_string
      - name: licenseurl
        dtype: large_string
      - name: serverid
        dtype: int64
      - name: farmid
        dtype: int64
      - name: secret
        dtype: large_string
      - name: secretoriginal
        dtype: large_string
      - name: ext
        dtype: large_string
      - name: user_caption
        dtype: large_string
      - name: url
        dtype: large_string
      - name: key
        dtype: large_string
      - name: status
        dtype: large_string
      - name: error_message
        dtype: large_string
      - name: width
        dtype: int32
      - name: height
        dtype: int32
      - name: original_width
        dtype: int32
      - name: original_height
        dtype: int32
      - name: exif
        dtype: large_string
      - name: sha256
        dtype: large_string
      - name: jpg
        dtype: image
      - name: blip2_caption
        dtype: large_string
      - name: description
        dtype: large_string
      - name: country
        dtype: large_string
      - name: continent
        dtype: large_string
      - name: lang
        dtype: large_string
      - name: task
        dtype: large_string
      - name: qwen_caption
        dtype: large_string
      - name: least_dim_range
        dtype: string
      - name: aspect_ratio_bucket
        dtype: string
    config_name: en
  - features:
      - name: photoid
        dtype: int64
      - name: uid
        dtype: large_string
      - name: unickname
        dtype: large_string
      - name: datetaken
        dtype: timestamp[us]
      - name: dateuploaded
        dtype: int64
      - name: capturedevice
        dtype: large_string
      - name: title
        dtype: large_string
      - name: usertags
        dtype: large_string
      - name: machinetags
        dtype: large_string
      - name: longitude
        dtype: float64
      - name: latitude
        dtype: float64
      - name: accuracy
        dtype: int64
      - name: pageurl
        dtype: large_string
      - name: downloadurl
        dtype: large_string
      - name: licensename
        dtype: large_string
      - name: licenseurl
        dtype: large_string
      - name: serverid
        dtype: int64
      - name: farmid
        dtype: int64
      - name: secret
        dtype: large_string
      - name: secretoriginal
        dtype: large_string
      - name: ext
        dtype: large_string
      - name: user_caption
        dtype: large_string
      - name: url
        dtype: large_string
      - name: key
        dtype: large_string
      - name: status
        dtype: large_string
      - name: error_message
        dtype: large_string
      - name: width
        dtype: int32
      - name: height
        dtype: int32
      - name: original_width
        dtype: int32
      - name: original_height
        dtype: int32
      - name: exif
        dtype: large_string
      - name: sha256
        dtype: large_string
      - name: jpg
        dtype: image
      - name: blip2_caption
        dtype: large_string
      - name: description
        dtype: large_string
      - name: country
        dtype: large_string
      - name: continent
        dtype: large_string
      - name: lang
        dtype: large_string
      - name: task
        dtype: large_string
      - name: qwen_caption
        dtype: large_string
      - name: least_dim_range
        dtype: string
      - name: aspect_ratio_bucket
        dtype: string
    config_name: de
  - features:
      - name: photoid
        dtype: int64
      - name: uid
        dtype: large_string
      - name: unickname
        dtype: large_string
      - name: datetaken
        dtype: timestamp[us]
      - name: dateuploaded
        dtype: int64
      - name: capturedevice
        dtype: large_string
      - name: title
        dtype: large_string
      - name: usertags
        dtype: large_string
      - name: machinetags
        dtype: large_string
      - name: longitude
        dtype: float64
      - name: latitude
        dtype: float64
      - name: accuracy
        dtype: int64
      - name: pageurl
        dtype: large_string
      - name: downloadurl
        dtype: large_string
      - name: licensename
        dtype: large_string
      - name: licenseurl
        dtype: large_string
      - name: serverid
        dtype: int64
      - name: farmid
        dtype: int64
      - name: secret
        dtype: large_string
      - name: secretoriginal
        dtype: large_string
      - name: ext
        dtype: large_string
      - name: user_caption
        dtype: large_string
      - name: url
        dtype: large_string
      - name: key
        dtype: large_string
      - name: status
        dtype: large_string
      - name: error_message
        dtype: large_string
      - name: width
        dtype: int32
      - name: height
        dtype: int32
      - name: original_width
        dtype: int32
      - name: original_height
        dtype: int32
      - name: exif
        dtype: large_string
      - name: sha256
        dtype: large_string
      - name: jpg
        dtype: image
      - name: blip2_caption
        dtype: large_string
      - name: description
        dtype: large_string
      - name: country
        dtype: large_string
      - name: continent
        dtype: large_string
      - name: lang
        dtype: large_string
      - name: task
        dtype: large_string
      - name: qwen_caption
        dtype: large_string
      - name: least_dim_range
        dtype: string
      - name: aspect_ratio_bucket
        dtype: string
    config_name: es
  - features:
      - name: photoid
        dtype: int64
      - name: uid
        dtype: large_string
      - name: unickname
        dtype: large_string
      - name: datetaken
        dtype: timestamp[us]
      - name: dateuploaded
        dtype: int64
      - name: capturedevice
        dtype: large_string
      - name: title
        dtype: large_string
      - name: usertags
        dtype: large_string
      - name: machinetags
        dtype: large_string
      - name: longitude
        dtype: float64
      - name: latitude
        dtype: float64
      - name: accuracy
        dtype: int64
      - name: pageurl
        dtype: large_string
      - name: downloadurl
        dtype: large_string
      - name: licensename
        dtype: large_string
      - name: licenseurl
        dtype: large_string
      - name: serverid
        dtype: int64
      - name: farmid
        dtype: int64
      - name: secret
        dtype: large_string
      - name: secretoriginal
        dtype: large_string
      - name: ext
        dtype: large_string
      - name: user_caption
        dtype: large_string
      - name: url
        dtype: large_string
      - name: key
        dtype: large_string
      - name: status
        dtype: large_string
      - name: error_message
        dtype: large_string
      - name: width
        dtype: int32
      - name: height
        dtype: int32
      - name: original_width
        dtype: int32
      - name: original_height
        dtype: int32
      - name: exif
        dtype: large_string
      - name: sha256
        dtype: large_string
      - name: jpg
        dtype: image
      - name: blip2_caption
        dtype: large_string
      - name: description
        dtype: large_string
      - name: country
        dtype: large_string
      - name: continent
        dtype: large_string
      - name: lang
        dtype: large_string
      - name: task
        dtype: large_string
      - name: qwen_caption
        dtype: large_string
      - name: least_dim_range
        dtype: string
      - name: aspect_ratio_bucket
        dtype: string
    config_name: fr
  - features:
      - name: photoid
        dtype: int64
      - name: uid
        dtype: large_string
      - name: unickname
        dtype: large_string
      - name: datetaken
        dtype: timestamp[us]
      - name: dateuploaded
        dtype: int64
      - name: capturedevice
        dtype: large_string
      - name: title
        dtype: large_string
      - name: usertags
        dtype: large_string
      - name: machinetags
        dtype: large_string
      - name: longitude
        dtype: float64
      - name: latitude
        dtype: float64
      - name: accuracy
        dtype: int64
      - name: pageurl
        dtype: large_string
      - name: downloadurl
        dtype: large_string
      - name: licensename
        dtype: large_string
      - name: licenseurl
        dtype: large_string
      - name: serverid
        dtype: int64
      - name: farmid
        dtype: int64
      - name: secret
        dtype: large_string
      - name: secretoriginal
        dtype: large_string
      - name: ext
        dtype: large_string
      - name: user_caption
        dtype: large_string
      - name: url
        dtype: large_string
      - name: key
        dtype: large_string
      - name: status
        dtype: large_string
      - name: error_message
        dtype: large_string
      - name: width
        dtype: int32
      - name: height
        dtype: int32
      - name: original_width
        dtype: int32
      - name: original_height
        dtype: int32
      - name: exif
        dtype: large_string
      - name: sha256
        dtype: large_string
      - name: jpg
        dtype: image
      - name: blip2_caption
        dtype: large_string
      - name: description
        dtype: large_string
      - name: country
        dtype: large_string
      - name: continent
        dtype: large_string
      - name: lang
        dtype: large_string
      - name: task
        dtype: large_string
      - name: qwen_caption
        dtype: large_string
      - name: least_dim_range
        dtype: string
      - name: aspect_ratio_bucket
        dtype: string
    config_name: it

Multi-CommonCanvas-captioning

A multilingual extension of CommonCanvas / CommonCatalog for image captioning in five languages: English, German, Spanish, French and Italian.

Dataset summary

Each row is a Creative-Commons Flickr photo from the source dataset together with a detailed description of the image generated in the language of the row (qwen_caption). The images and their metadata come from CommonCatalog; the captions in this dataset are new.

How the data was built

The source dataset is common-canvas/commoncatalog-cc-by-sa. For each image, a caption was generated in each target language with the permissively licensed model Qwen3.5-122B-A10B-FP8; the text is therefore generated automatically. Original fields (Flickr metadata, user_caption, blip2_caption, description) are kept as they are in the source dataset and are not translated.

A sample, not the full dataset

This repository contains a random sample of the full dataset, published for exposure and quick experimentation. It is not designed to be statistically representative. For more information, please contact the organisation through its Hugging Face page.

Languages and size

One configuration per language; every config has a single train split.

Config lang Rows Size
en English 5,000 10.88 GB
de German 1,875 3.35 GB
es Spanish 1,875 3.37 GB
fr French 1,875 3.44 GB
it Italian 1,875 3.36 GB
Total 12,500 24.4 GB

Data fields

Column Description
jpg The image (decoded as a PIL image by datasets).
qwen_caption Generated description of the image, written in the language given by lang.
task Always Captioning.
Column Description
--- ---
photoid, uid, unickname, title, usertags, machinetags, description Flickr metadata of the source photo (inherited from CommonCatalog, not regenerated).
datetaken, dateuploaded, capturedevice, exif Capture and upload information of the source photo.
longitude, latitude, accuracy, country, continent Geolocation of the source photo, when available.
pageurl, downloadurl, url, key, serverid, farmid, secret, secretoriginal, ext, status, error_message, sha256 Source URLs and download information of the image.
licensename, licenseurl License of the individual image.
width, height, original_width, original_height Image size.
least_dim_range, aspect_ratio_bucket Resolution and aspect-ratio buckets of the image, inherited from the organisation of the source dataset.
user_caption Caption written by the Flickr user (called caption in the source dataset); often empty.
blip2_caption BLIP-2 caption provided by the source dataset.
lang Language of the row; equal to the configuration name.

Usage 

from datasets import load_dataset

ds = load_dataset("VillanovaAI/Multi-CommonCanvas-captioning", "it", split="train", streaming=True)
row = next(iter(ds))
print(row["lang"], row["qwen_caption"])
row["jpg"].show()

License

The license is the one declared by the source dataset, common-canvas/commoncatalog-cc-by-sa (CC BY-SA 4.0). Each row also keeps the license of its own image (licensename, licenseurl) and its source page (pageurl). Please check those terms before reusing or redistributing the images.

Citation

This dataset extends CommonCanvas / CommonCatalog. If you use it, please cite the original work:

@InProceedings{Gokaslan_2024_CVPR,
    author    = {Gokaslan, Aaron and Cooper, A. Feder and Collins, Jasmine and Seguin, Landan and Jacobson, Austin and Patel, Mihir and Frankle, Jonathan and Stephenson, Cory and Kuleshov, Volodymyr},
    title     = {CommonCanvas: Open Diffusion Models Trained on Creative-Commons Images},
    booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
    month     = {June},
    year      = {2024},
    pages     = {8250-8260}
}