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metadata
dataset_info:
  features:
    - name: id
      dtype: string
    - name: image
      dtype: image
    - name: caption
      sequence: string
    - name: img_url
      dtype: string
    - name: category
      dtype: string
  splits:
    - name: train
      num_bytes: 109118946634.129
      num_examples: 1273229
  download_size: 108981536155
  dataset_size: 109118946634.129
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*

SEA-VL: A Multicultural Vision-Language Dataset for Southeast Asia

Paper: Crowdsource, Crawl, or Generate? Creating SEA-VL, A Multicultural Vision-Language Dataset for Southeast Asia

Dataset: SEA-VL Collection on HuggingFace

Code: SEA-VL Experiemnt | SEA-VL Image Collection

What is SEA-VL?

Following the success of our SEACrowd project, we’re excited to announce SEA-VL, a new open-source initiative to create high-quality vision-language datasets specifically for Southeast Asian (SEA) languages! We’re calling on contributors to help us build a SEA-specific vision-language model.

SEA-VL is a big initiative, so we have decided to split it into two phases. In Phase 1 of SEA-VL, we’re looking for self-taken, culturally-relevant images with descriptions about the shared image. This will be cleaned and compiled into a comprehensive open-access SEA-relevant image dataset. To further extend the size of the culturally-relevant images, we also conduct SEA-relevant image dataset collection by developing a robust pipeline for crawling, filtering, and deduplication. This dataset will serve as the foundation for Phase 2, where we’ll develop instruction-tuning VL datasets and build a SEA-specific vision language model (VLM) using the constructed dataset.

The Phase 1 of SEA-VL has been concluded in early 2025. From this initiative, we release SEA-VL collection which covers SEA-VL Crowdsourcing Dataset (8k samples) and SEA-VL Crawling Dataset (1.2M samples).

If you are interested in joining our initiative, please consider joining our Discord Server and join our regular town hall meeting (More info in Discord)!

Citing SEA-VL

TODO