Datasets:
Tasks:
Text-to-Image
Modalities:
Text
Formats:
webdataset
Languages:
English
Size:
10M - 100M
License:
metadata
license: cc-by-nc-sa-4.0
task_categories:
- text-to-image
language:
- en
tags:
- anime
- art
size_categories:
- 1M<n<10M
WD: SmilingWolf/wd-swinv2-tagger-v3
GPU: 1x Intel ARC A770 16 GB
NL: vikhyatk/moondream2
GPU: 8x NVIDIA H100 80 GB SXM5
BLIP: Salesforce/xgen-mm-phi3-mini-instruct-r-v1
GPU: 1x AMD RX 7900 XTX 24 GB
TEXT: llava-hf/llava-1.5-7b-hf
GPU: 1x AMD RX 7900 XTX 24 GB + 1x Intel ARC A770 16 GB
AESTHETICS (Only on WD): shadowlilac/aesthetic-shadow-v2
GPU: 1x AMD RX 7900 XTX 24 GB + 1x Intel ARC A770 16 GB
QUALITY (Only on WD): https://huggingface.co/hakurei/waifu-diffusion-v1-4/blob/main/models/aes-B32-v0.pth
GPU: 1x Intel ARC A770 16 GB
| dataset name | total images |
|---|---|
| newest | 1.848.331 |
| recent | 1.380.630 |
| mid | 993.227 |
| early | 566.152 |
| oldest | 160.397 |
| pixiv | 343.614 |
| visual novel cg | 231.358 |
| anime wallpaper | 104.790 |
| Total | 5.628.499 |
Note:
- Smallest size is 1280x600 | 768.000 pixels
- Deduped based on image similarity using czkawka-cli
WD Tag Order:
aesthetic tags, quality tags, date tags, custom tags, rating tags, character, series, rest of the tags
WD Date:
| tag | date |
|---|---|
| newest | 2022 to 2024 |
| recent | 2019 to 2021 |
| mid | 2015 to 2018 |
| early | 2011 to 2014 |
| oldest | 2005 to 2010 |
WD Aesthetics:
| score greater than | tag | count |
|---|---|---|
| 0.90 | extremely aesthetic | 125.451 |
| 0.80 | very aesthetic | 887.382 |
| 0.70 | aesthetic | 1.049.857 |
| 0.50 | slightly aesthetic | 1.643.091 |
| 0.40 | not displeasing | 569.543 |
| 0.30 | not aesthetic | 445.188 |
| 0.20 | slightly displeasing | 341.424 |
| 0.10 | displeasing | 237.660 |
| rest of them | very displeasing | 328.712 |
WD Quality Tags:
| score greater than | tag | count |
|---|---|---|
| 0.980 | best quality | 1.270.447 |
| 0.900 | high quality | 498.244 |
| 0.750 | great quality | 351.006 |
| 0.500 | medium quality | 366.448 |
| 0.250 | normal quality | 368.380 |
| 0.125 | bad quality | 279.050 |
| 0.025 | low quality | 538.958 |
| rest of them | worst quality | 1.955.966 |
WD Rating Tags:
| tag | count |
|---|---|
| general | 1.416.451 |
| sensitive | 3.447.664 |
| nsfw | 427.459 |
| explicit nsfw | 336.925 |
WD Custom Tags:
| dataset name | custom tag |
|---|---|
| image boards | date, art by Artist Name, |
| text | The text says "text", |
| characters | character, series |
| pixiv | art by Display Name, |
| visual novel cg | Full VN Name, visual novel cg, |
| anime wallpaper | date, anime wallpaper, |