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Warning: THIS dataset is NOT suitable for use by minors. The dataset contains X-rated/NFSW content.

E621 Rising: Raw Image Dataset v2

2,905,671 images (~1.1TB) downloaded from e621.net with tags.

This is a raw, uncurated, and largely unprocessed dataset. You likely want to use the curated version, available here. This dataset contains all kinds of NFSW material. You have been warned.

Image Processing

  • Only jpg and png images were considered
  • Image width and height have been clamped to (0, 4096]px; larger images have been resized to meet the limit
  • Alpha channels have been removed
  • All images have been converted to jpg format
  • All images have been converted to TrueColor RGB
  • All images have been verified to load with Pillow
  • Metadata from E621 is available here.

Tags

For a comprehensive list of tags and counts, see here.

Changes From E621

  • Tag names have been rewritten to [a-z0-9_] or <category>:[a-z0-9_], e.g.
    • digital_media_(artwork) => meta:digital_media_artwork
    • half-closed_eyes => halfclosed_eyes
  • Symbols have been prefixed with symbol:, e.g. symbol:<3
  • Aspect ratio has been prefixed with aspect_ratio:, e.g. aspect_ratio:16_9
  • All categories except general have been prefixed with the category name, e.g. artist:somename. The categories are:
    • artist
    • copyright
    • character
    • species
    • invalid
    • meta
    • lore

Additional Tags

  • Image rating
    • rating:explicit
    • rating:questionable
    • rating:safe
  • Image score
    • score:above_250
    • score:above_500
    • score:above_1000
    • score:above_1500
    • score:above_2000
    • score:below_250
    • score:below_100
    • score:below_50
    • score:below_25
    • score:below_0
  • Image favorites
    • favorites:above_4000
    • favorites:above_3000
    • favorites:above_2000
    • favorites:above_1000
    • favorites:below_1000
    • favorites:below_500
    • favorites:below_250
    • favorites:below_100
    • favorites:below_50
    • favorites:below_25
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