size_categories:100K<n<1M furry anthro nsfw e621 booru imagebooru imageboard gelbooru danbooru rule34 not-for-all-audiences region:us
---
dataset_info:
  features:
  - name: source_id
    dtype: string
  - name: source
    dtype: string
  - name: image
    dtype: image
  - name: tags
    sequence: string
  - name: url
    dtype: string
  - name: text
    dtype: string
  - name: selector
    dtype: string
  splits:
  - name: train
    num_bytes: 53726659168.0
    num_examples: 279296
  download_size: 53423627875
  dataset_size: 53726659168.0
pretty_name: 'E621 Rising V3 Image Dataset'
size_categories:
- 100K<n<1M
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
tags:
- furry
- anthro
- nsfw
- e621
- booru
- imagebooru
- imageboard
- gelbooru
- danbooru
- rule34
- not-for-all-audiences

---

<div style='background: #ffeef1; border: 1px solid #fd91a4; padding:1em; border-radius:3px; margin-bottom:2em;'>
<h3 style='margin:0'>NSFW</h3>
<p style='margin:0'>This dataset is not suitable for use by minors. The dataset contains X-rated/NFSW content.</p>
</div>


# E621 Rising V3: Curated Image Dataset

* **279,296** images (53GB) downloaded from `e621.net` (90% of samples), `gelbooru.com`, `danbooru.com`, and `rule34.xxx`
* **6,820** [tags](https://huggingface.co/datasets/hearmeneigh/e621-rising-v3-preliminary-data/blob/main/tag-counts.by-name.json)

This dataset was created with [Dataset Rising](https://github.com/hearmeneigh/dataset-rising) toolchain and a [custom configuration](https://github.com/hearmeneigh/e621-rising-configs).
You can use these tools to train your own version!


## Image Processing
* Only `jpg` and `png` images were considered
* Image width and height have been clamped to `(0, 1024]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](https://huggingface.co/datasets/hearmeneigh/e621-rising-v3-preliminary-data)

## Tags
Comprehensive list of 6,820 tags and counts:

* [By name](https://huggingface.co/datasets/hearmeneigh/e621-rising-v3-preliminary-data/blob/main/tag-counts.by-name.json)
* [By count](https://huggingface.co/datasets/hearmeneigh/e621-rising-v3-preliminary-data/blob/main/tag-counts.by-count.json)

### Additional Tags
* `rating_explicit`
* `rating_questionable`
* `rating_safe`
* `rising_masterpiece`
* `rising_unpopular`
* `favorites_below_X` (25, 50, 100, 250, 500, 1000)
* `favorites_above_X` (250, 500, 1000, 2000, 3000, 4000)
* `score_below_X` (0, 25, 50, 100, 250, 500)
* `score_above_X` (100, 250, 500, 1000, 1500, 2000)
