Datasets:
Tasks:
Text-to-Image
Modalities:
Text
Formats:
webdataset
Languages:
English
Size:
10M - 100M
License:
| 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, | |