Public Domain Art Images With English And Japanese Captions

Art Museums PD 440K is a dataset for training text-to-image and multimodal models, containing images and captions sourced from public domain or CC0-licensed materials. The dataset includes English captions translated to Japanese using the ElanMT model, which was trained on licensed corpus. The creator is Mitsua, with the dataset last updated on February 13, 2025.

Use Cases

• Train text-to-image models using public domain art images and their associated English captions.
• Develop multilingual image captioning systems leveraging the English and Japanese text pairs.
• Fine-tune multimodal models on art history imagery with minimized copyright concerns.

Strengths

• All images and texts are sourced from public domain or CC0-licensed materials, minimizing copyright concerns.
• Includes multilingual text data with English captions and Japanese translations.
• Dataset is actively maintained, with a last update recorded on February 13, 2025.

Limitations

• The exact number of rows, columns, and total dataset size are unknown, limiting precise scalability assessment.
• Specific data sources, image resolutions, and the scope of art history coverage are not detailed in the provided input.
• The translation quality of Japanese captions depends on the proprietary ElanMT model, whose training data specifics are not fully disclosed.

Provenance

Source

Images and texts sourced from public domain or CC0-licensed materials.

Collection Method

English captions were translated to Japanese using the ElanMT model, trained on licensed corpus.

Freshness

Last updated on 2025-02-13.