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  ---
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- tags:
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- - art
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  size_categories:
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  - 1M<n<10M
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  ---
 
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  # Danbooru2023_metadata
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- Metadata of posts from [Danbooru](https://danbooru.donmai.us), up to 2023-12-31.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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- - This dataset excludes posts that have been banned and/or deleted.
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- - Scores are not included in this dataset. Danbooru scores are unreliable for assessing aesthetic quality.
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- - Utilize the parent_id to identify the representative image among similar images. [See link](https://danbooru.donmai.us/wiki_pages/help%3Apost_relationships)
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- ### Misc
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  - If you aim to create your own anime-based image dataset from danbooru posts, you should definitely exclude posts with the following tags: `cosplay_photo third-party_edit text-only_page`
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  - Also consider excluding posts with the following tags, if you are aiming for high quality: `photo_(medium) 3d no_humans comic`
 
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  ---
 
 
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  size_categories:
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  - 1M<n<10M
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  ---
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+
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  # Danbooru2023_metadata
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+ Lastest update: `2024-01-12`
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+ Latest post #: `7081619`
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+
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+ Metadata of posts from [Danbooru](https://danbooru.donmai.us), into a single sqlite3 file.
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+ [Looking for parquet files?](https://huggingface.co/datasets/Jakaline/Danbooru2023_metadata/tree/refs%2Fconvert%2Fparquet/default/train)
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+ Looking for images? [nyanko7/danbooru2023](https://huggingface.co/datasets/nyanko7/danbooru2023)
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+
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+ ## Columns
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+
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+ `id, md5, created_at, updated_at, score, up_score, down_score, rating, image_width, image_height, file_ext, parent_id, pixiv_id, duration, pixel_hash, tag_string_general, tag_string_character, tag_string_copyright, tag_string_artist, tag_string_meta`
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+
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+ ## Specifics of Danbooru
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+
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+ ### Status
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+ Every danbooru posts could be categorized to four types of status.
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+
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+ 1. Active: Approved posts.
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+ 2. Pending: Posts that are waiting to be approved. If a post is pending for more than 3 days without a moderator's approval, it is deleted.
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+ 3. Deleted: Posts that do not meet danbooru's criteria (Non-anime, low quality, etc)
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+ 4. Banned: Posts that are copyright-claimed or off-limit content.
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+
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+ Therefore, we should only use images from active posts. (Banned posts cannot be downloaded by normal users.)
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+ Sadly, the [Danbooru2021 dataset](https://gwern.net/danbooru2021) did not filter any deleted posts, and a lot of text-to-image models were trained with those trash.
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+ This metadata only contains active posts.
 
 
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+ ## Misc
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  - If you aim to create your own anime-based image dataset from danbooru posts, you should definitely exclude posts with the following tags: `cosplay_photo third-party_edit text-only_page`
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  - Also consider excluding posts with the following tags, if you are aiming for high quality: `photo_(medium) 3d no_humans comic`