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---
license: cc0-1.0
---
This dataset is a shuffled list of downloadable CC0 image titles and URLs from [Smithsonian Open Access](https://github.com/Smithsonian/OpenAccess), filtered down to ~100k visually-interesting images.
This dataset only contains metadata; a tool like https://github.com/rom1504/img2dataset can be used to download the actual images:
```bash
img2dataset --url_list data --output_folder data_files \
--input_format "parquet" --output_format files \
--caption_col "text" --url_col "url" \
--image_size 256 --min_image_size 128 --resize_mode keep_ratio --resize_only_if_bigger true \
--processes_count 16 --thread_count 128
```
Here's what a random selection looks like:
![](true_random.png) |