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---
license: mit
task_categories:
- text-to-image
tags:
- art
- not-for-all-audiences
size_categories:
- n<1K
---
# Dataset of ling/リィン/令 (Arknights)
This is the dataset of ling/リィン/令 (Arknights), containing 500 images and their tags.
The core tags of this character are `blue_hair, long_hair, horns, pointy_ears, dragon_horns, very_long_hair, blue_eyes, breasts, earrings, bangs, braid, multicolored_hair, large_breasts, dragon_girl, tail, dragon_tail, streaked_hair`, which are pruned in this dataset.
Images are crawled from many sites (e.g. danbooru, pixiv, zerochan ...), the auto-crawling system is powered by [DeepGHS Team](https://github.com/deepghs)([huggingface organization](https://huggingface.co/deepghs)).
## List of Packages
| Name | Images | Size | Download | Type | Description |
|:-----------------|---------:|:---------|:----------------------------------------------------------------------------------------------------------------|:-----------|:------------------------------------------------------------------------|
| raw | 500 | 1.20 GiB | [Download](https://huggingface.co/datasets/CyberHarem/ling_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| stage3-800 | 1400 | 1.13 GiB | [Download](https://huggingface.co/datasets/CyberHarem/ling_arknights/resolve/main/dataset-stage3-800.zip) | IMG+TXT | 3-stage cropped dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 1348 | 1.11 GiB | [Download](https://huggingface.co/datasets/CyberHarem/ling_arknights/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| stage3-1200 | 1400 | 1.81 GiB | [Download](https://huggingface.co/datasets/CyberHarem/ling_arknights/resolve/main/dataset-stage3-1200.zip) | IMG+TXT | 3-stage cropped dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-1200 | 1348 | 1.79 GiB | [Download](https://huggingface.co/datasets/CyberHarem/ling_arknights/resolve/main/dataset-stage3-p480-1200.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
### Load Raw Dataset with Waifuc
We provide raw dataset (including tagged images) for [waifuc](https://deepghs.github.io/waifuc/main/tutorials/installation/index.html) loading. If you need this, just run the following code
```python
import os
import zipfile
from huggingface_hub import hf_hub_download
from waifuc.source import LocalSource
# download raw archive file
zip_file = hf_hub_download(
repo_id='CyberHarem/ling_arknights',
repo_type='dataset',
filename='dataset-raw.zip',
)
# extract files to your directory
dataset_dir = 'dataset_dir'
os.makedirs(dataset_dir, exist_ok=True)
with zipfile.ZipFile(zip_file, 'r') as zf:
zf.extractall(dataset_dir)
# load the dataset with waifuc
source = LocalSource(dataset_dir)
for item in source:
print(item.image, item.meta['filename'], item.meta['tags'])
```
## List of Clusters
### Raw Text Version
| # | Samples | Img-1 | Img-2 | Img-3 | Tags |
|----:|----------:|:----------------------------------|:----------------------------------|:----------------------------------|:---------------------------------------------------------------------|
| 0 | 5 |  |  |  | hair_between_eyes, medium_breasts |
| 1 | 6 |  |  |  | purple_eyes, white_hair, hair_between_eyes |
| 2 | 7 |  |  |  | purple_eyes, white_hair |
| 3 | 4 |  |  |  | medium_breasts, ponytail, purple_eyes |
| 4 | 3 |  |  |  | ponytail, purple_eyes |
| 5 | 3 |  |  |  | medium_breasts, purple_eyes, white_hair |
| 6 | 8 |  |  |  | medium_breasts, white_hair |
| 7 | 3 |  |  |  | tassel_earrings, white_hair |
| 8 | 6 |  |  |  | tassel, tassel_earrings, white_hair, two-tone_hair |
| 9 | 4 |  |  |  | black_skin, colored_skin, tassel, tassel_earrings |
| 10 | 3 |  |  |  | black_skin, colored_skin, hair_between_eyes, tassel, tassel_earrings |
| 11 | 5 |  |  |  | black_skin, tassel, tassel_earrings |
| 12 | 4 |  |  |  | colored_skin, tassel_earrings |
| 13 | 9 |  |  |  | tassel, tassel_earrings |
| 14 | 4 |  |  |  | ponytail, white_hair, medium_breasts, two-tone_hair |
| 15 | 3 |  |  |  | ponytail, white_hair |
| 16 | 4 |  |  |  | eyeshadow, white_hair, two-tone_hair, purple_eyes |
| 17 | 4 |  |  |  | two-tone_hair, white_hair |
| 18 | 5 |  |  |  | between_breasts, necktie_between_breasts |
| 19 | 3 |  |  |  | blue_skin, colored_skin, tassel_earrings, two-tone_hair, tassel |
| 20 | 17 |  |  |  | hair_between_eyes |
| 21 | 3 |  |  |  | two-tone_hair |
| 22 | 5 |  |  |  | eyeshadow |
| 23 | 16 |  |  |  | purple_eyes |
| 24 | 26 |  |  |  | white_hair |
| 25 | 6 |  |  |  | tassel_earrings |
| 26 | 10 |  |  |  | black_skin |
| 27 | 22 |  |  |  | medium_breasts |
| 28 | 3 |  |  |  | floating_hair, medium_breasts |
| 29 | 5 |  |  |  | floating_hair |
| 30 | 3 |  |  |  | colored_skin |
| 31 | 4 |  |  |  | ponytail |
### Table Version
| # | Samples | Img-1 | Img-2 | Img-3 | hair_between_eyes | medium_breasts | purple_eyes | white_hair | ponytail | tassel_earrings | tassel | two-tone_hair | black_skin | colored_skin | eyeshadow | between_breasts | necktie_between_breasts | blue_skin | floating_hair |
|----:|----------:|:----------------------------------|:----------------------------------|:----------------------------------|:--------------------|:-----------------|:--------------|:-------------|:-----------|:------------------|:---------|:----------------|:-------------|:---------------|:------------|:------------------|:--------------------------|:------------|:----------------|
| 0 | 5 |  |  |  | X | X | | | | | | | | | | | | | |
| 1 | 6 |  |  |  | X | | X | X | | | | | | | | | | | |
| 2 | 7 |  |  |  | | | X | X | | | | | | | | | | | |
| 3 | 4 |  |  |  | | X | X | | X | | | | | | | | | | |
| 4 | 3 |  |  |  | | | X | | X | | | | | | | | | | |
| 5 | 3 |  |  |  | | X | X | X | | | | | | | | | | | |
| 6 | 8 |  |  |  | | X | | X | | | | | | | | | | | |
| 7 | 3 |  |  |  | | | | X | | X | | | | | | | | | |
| 8 | 6 |  |  |  | | | | X | | X | X | X | | | | | | | |
| 9 | 4 |  |  |  | | | | | | X | X | | X | X | | | | | |
| 10 | 3 |  |  |  | X | | | | | X | X | | X | X | | | | | |
| 11 | 5 |  |  |  | | | | | | X | X | | X | | | | | | |
| 12 | 4 |  |  |  | | | | | | X | | | | X | | | | | |
| 13 | 9 |  |  |  | | | | | | X | X | | | | | | | | |
| 14 | 4 |  |  |  | | X | | X | X | | | X | | | | | | | |
| 15 | 3 |  |  |  | | | | X | X | | | | | | | | | | |
| 16 | 4 |  |  |  | | | X | X | | | | X | | | X | | | | |
| 17 | 4 |  |  |  | | | | X | | | | X | | | | | | | |
| 18 | 5 |  |  |  | | | | | | | | | | | | X | X | | |
| 19 | 3 |  |  |  | | | | | | X | X | X | | X | | | | X | |
| 20 | 17 |  |  |  | X | | | | | | | | | | | | | | |
| 21 | 3 |  |  |  | | | | | | | | X | | | | | | | |
| 22 | 5 |  |  |  | | | | | | | | | | | X | | | | |
| 23 | 16 |  |  |  | | | X | | | | | | | | | | | | |
| 24 | 26 |  |  |  | | | | X | | | | | | | | | | | |
| 25 | 6 |  |  |  | | | | | | X | | | | | | | | | |
| 26 | 10 |  |  |  | | | | | | | | | X | | | | | | |
| 27 | 22 |  |  |  | | X | | | | | | | | | | | | | |
| 28 | 3 |  |  |  | | X | | | | | | | | | | | | | X |
| 29 | 5 |  |  |  | | | | | | | | | | | | | | | X |
| 30 | 3 |  |  |  | | | | | | | | | | X | | | | | |
| 31 | 4 |  |  |  | | | | | X | | | | | | | | | | |
|