size_categories:
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Danbooru2023_metadata
Lastest update: 2024-01-12
Latest post #: 7081619
Metadata of posts from Danbooru, into a single sqlite3 file.
Looking for parquet files? Looking for images? nyanko7/danbooru2023
Columns
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
Specifics of Danbooru
Status
Every danbooru posts could be categorized to four types of status.
- Active: Approved posts.
- 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.
- Deleted: Posts that do not meet danbooru's criteria (Non-anime, low quality, etc)
- Banned: Posts that are copyright-claimed or off-limit content.
Therefore, we should only use images from active posts. (Banned posts cannot be downloaded by normal users.)
Sadly, the Danbooru2021 dataset did not filter any deleted posts, and a lot of text-to-image models were trained with those trash.
This metadata only contains active posts.
Misc
- 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 - Also consider excluding posts with the following tags, if you are aiming for high quality:
photo_(medium) 3d no_humans comic