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  # E621 Rising V3: Curated Image Dataset
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- **279,296** images (~53GB) downloaded from `e621.net` with [tags](https://huggingface.co/datasets/hearmeneigh/e621-rising-v2-curated/raw/main/meta/tag-counts.by-name.json).
 
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- [Dataset generation pipeline](https://github.com/hearmeneigh/e621-rising-configs)
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  ## Image Processing
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  * All images have been converted to `jpg` format
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  * All images have been converted to TrueColor `RGB`
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  * All images have been verified to load with `Pillow`
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- * Metadata from E621 is [available here](https://huggingface.co/datasets/hearmeneigh/e621-rising-v2-raw/tree/main/meta)
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  ## Tags
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- Comprehensive list of tags and counts:
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- * [By name](https://huggingface.co/datasets/hearmeneigh/e621-rising-v2-curated/raw/main/meta/tag-counts.by-name.json)
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- * [By count](https://huggingface.co/datasets/hearmeneigh/e621-rising-v2-curated/raw/main/meta/tag-counts.by-count.json)
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-
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-
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- ### Changes From E621
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- * Tag names have been rewritten to `[a-z0-9_]` or `<category>:[a-z0-9_]`, e.g.
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- * `digital_media_(artwork)` => `meta:digital_media_artwork`
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- * `half-closed_eyes` => `halfclosed_eyes`
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- * Symbols have been prefixed with `symbol:`, e.g. `symbol:<3`
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- * Aspect ratio has been prefixed with `aspect_ratio:`, e.g. `aspect_ratio:16_9`
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- * All categories except `general` have been prefixed with the category name, e.g. `artist:somename`. The categories are:
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- * `artist`
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- * `copyright`
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- * `character`
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- * `species`
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- * `invalid`
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- * `meta`
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- * `lore`
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  ### Additional Tags
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- * Image rating
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- * `rating_explicit`
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- * `rating_questionable`
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- * `rating_safe`
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- * `rising_masterpiece`
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- * `rising_unpopular`
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- * `favorites_below_X` ()
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- * `favorites_above_X`
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- * `score_below_X`
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- * `score_above_X`
 
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  # E621 Rising V3: Curated Image Dataset
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+ * **279,296** images (~53GB) downloaded from `e621.net` (~90% of images), `gelbooru.com`, `danbooru.com`, and `rule34.xxx`
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+ * **6,820** [tags](https://huggingface.co/datasets/hearmeneigh/e621-rising-v3-preliminary-data/blob/main/tag-counts.by-name.json)
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+ This dataset was created with [Dataset Rising](https://github.com/hearmeneigh/dataset-rising) toolchain and [custom configuration](https://github.com/hearmeneigh/e621-rising-configs).
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  ## Image Processing
 
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  * All images have been converted to `jpg` format
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  * All images have been converted to TrueColor `RGB`
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  * All images have been verified to load with `Pillow`
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+ * Metadata from E621 is [available here](https://huggingface.co/datasets/hearmeneigh/e621-rising-v3-preliminary-data)
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  ## Tags
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+ Comprehensive list of 6,820 tags and counts:
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+ * [By name](https://huggingface.co/datasets/hearmeneigh/e621-rising-v3-preliminary-data/blob/main/tag-counts.by-name.json)
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+ * [By count](https://huggingface.co/datasets/hearmeneigh/e621-rising-v3-preliminary-data/blob/main/tag-counts.by-count.json)
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Additional Tags
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+ * `rating_explicit`
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+ * `rating_questionable`
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+ * `rating_safe`
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+ * `rising_masterpiece`
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+ * `rising_unpopular`
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+ * `favorites_below_X` (25, 50, 100, 250, 500, 1000)
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+ * `favorites_above_X` (250, 500, 1000, 2000, 3000, 4000)
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+ * `score_below_X` (0, 25, 50, 100, 250, 500)
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+ * `score_above_X` (100, 250, 500, 1000, 1500, 2000)