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--- |
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dataset_info: |
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features: |
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- name: id |
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dtype: string |
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- name: image |
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dtype: image |
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- name: caption |
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sequence: string |
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- name: img_url |
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dtype: string |
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- name: category |
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dtype: string |
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splits: |
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- name: train |
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num_bytes: 109118946634.129 |
|
num_examples: 1273229 |
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download_size: 108981536155 |
|
dataset_size: 109118946634.129 |
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configs: |
|
- config_name: default |
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data_files: |
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- split: train |
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path: data/train-* |
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--- |
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# SEA-VL: A Multicultural Vision-Language Dataset for Southeast Asia |
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Paper: [Crowdsource, Crawl, or Generate? Creating SEA-VL, A Multicultural Vision-Language Dataset for Southeast Asia]() |
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Dataset: [SEA-VL Collection on HuggingFace](https://huggingface.co/collections/SEACrowd/sea-vl-multicultural-vl-dataset-for-southeast-asia-67cf223d0c341d4ba2b236e7) |
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Code: [SEA-VL Experiemnt](https://github.com/SEACrowd/sea-vl-experiments) | [SEA-VL Image Collection](https://github.com/SEACrowd/sea-vl-image-collection) |
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## What is SEA-VL? |
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Following the success of our SEACrowd project, we’re excited to announce [SEA-VL](https://seacrowd.github.io/seavl-launch/), 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. |
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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. |
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The Phase 1 of SEA-VL has been concluded in early 2025. From this initiative, we release [SEA-VL collection](https://huggingface.co/collections/SEACrowd/sea-vl-multicultural-vl-dataset-for-southeast-asia-67cf223d0c341d4ba2b236e7) which covers [SEA-VL Crowdsourcing Dataset (8k samples)](https://huggingface.co/datasets/SEACrowd/sea-vl_crowdsourced) and [SEA-VL Crawling Dataset (1.2M samples)](https://huggingface.co/datasets/SEACrowd/sea-vl_crawling). |
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If you are interested in joining our initiative, please consider joining our [Discord Server](https://discord.gg/QV2rEyqwQk) and join our regular town hall meeting (More info in Discord)! |
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## Citing SEA-VL |
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``` |
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TODO |
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``` |
