
# 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 | 1.16 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). |
| 800              |      500 | 507.60 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ling_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1321 | 1.10 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.  |
| 1200             |      500 | 953.53 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ling_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1321 | 1.74 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

List of tag clustering result, maybe some outfits can be mined here.

### Raw Text Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | Tags                                                                                                                                                                                                                                                                                                           |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
|   0 |        10 | ![](samples/0/clu0-sample0.png) | ![](samples/0/clu0-sample1.png) | ![](samples/0/clu0-sample2.png) | ![](samples/0/clu0-sample3.png) | ![](samples/0/clu0-sample4.png) | 1girl, black_gloves, holding_cup, long_sleeves, open_coat, sitting, smile, solo, white_coat, white_shirt, yellow_necktie, black_shorts, jewelry, looking_at_viewer, parted_lips, short_shorts, thigh_strap, wide_sleeves, feet_out_of_frame, elbow_gloves, detached_collar, gourd, underbust                   |
|   1 |        10 | ![](samples/1/clu1-sample0.png) | ![](samples/1/clu1-sample1.png) | ![](samples/1/clu1-sample2.png) | ![](samples/1/clu1-sample3.png) | ![](samples/1/clu1-sample4.png) | 1girl, black_gloves, black_shorts, elbow_gloves, gourd, holding, jewelry, long_sleeves, looking_at_viewer, open_coat, short_shorts, solo, wide_sleeves, yellow_necktie, parted_lips, smile, white_coat, white_shirt, detached_collar, cowboy_shot, thigh_strap, white_background, feet_out_of_frame, underbust |
|   2 |        14 | ![](samples/2/clu2-sample0.png) | ![](samples/2/clu2-sample1.png) | ![](samples/2/clu2-sample2.png) | ![](samples/2/clu2-sample3.png) | ![](samples/2/clu2-sample4.png) | 1girl, black_gloves, black_shorts, holding_staff, jewelry, long_sleeves, open_coat, short_shorts, smile, solo, white_coat, white_shirt, yellow_necktie, lantern, looking_at_viewer, white_footwear, boots, wide_sleeves, gourd, bare_legs, elbow_gloves, full_body, parted_lips, white_hair, thigh_strap       |
|   3 |        20 | ![](samples/3/clu3-sample0.png) | ![](samples/3/clu3-sample1.png) | ![](samples/3/clu3-sample2.png) | ![](samples/3/clu3-sample3.png) | ![](samples/3/clu3-sample4.png) | 1girl, holding, jewelry, solo, white_dress, looking_at_viewer, wide_sleeves, smile, detached_sleeves, cowboy_shot, white_background, elbow_gloves, long_sleeves, parted_lips, simple_background, closed_mouth                                                                                                  |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_gloves   | holding_cup   | long_sleeves   | open_coat   | sitting   | smile   | solo   | white_coat   | white_shirt   | yellow_necktie   | black_shorts   | jewelry   | looking_at_viewer   | parted_lips   | short_shorts   | thigh_strap   | wide_sleeves   | feet_out_of_frame   | elbow_gloves   | detached_collar   | gourd   | underbust   | holding   | cowboy_shot   | white_background   | holding_staff   | lantern   | white_footwear   | boots   | bare_legs   | full_body   | white_hair   | white_dress   | detached_sleeves   | simple_background   | closed_mouth   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:--------------|:---------------|:------------|:----------|:--------|:-------|:-------------|:--------------|:-----------------|:---------------|:----------|:--------------------|:--------------|:---------------|:--------------|:---------------|:--------------------|:---------------|:------------------|:--------|:------------|:----------|:--------------|:-------------------|:----------------|:----------|:-----------------|:--------|:------------|:------------|:-------------|:--------------|:-------------------|:--------------------|:---------------|
|   0 |        10 | ![](samples/0/clu0-sample0.png) | ![](samples/0/clu0-sample1.png) | ![](samples/0/clu0-sample2.png) | ![](samples/0/clu0-sample3.png) | ![](samples/0/clu0-sample4.png) | X       | X              | X             | X              | X           | X         | X       | X      | X            | X             | X                | X              | X         | X                   | X             | X              | X             | X              | X                   | X              | X                 | X       | X           |           |               |                    |                 |           |                  |         |             |             |              |               |                    |                     |                |
|   1 |        10 | ![](samples/1/clu1-sample0.png) | ![](samples/1/clu1-sample1.png) | ![](samples/1/clu1-sample2.png) | ![](samples/1/clu1-sample3.png) | ![](samples/1/clu1-sample4.png) | X       | X              |               | X              | X           |           | X       | X      | X            | X             | X                | X              | X         | X                   | X             | X              | X             | X              | X                   | X              | X                 | X       | X           | X         | X             | X                  |                 |           |                  |         |             |             |              |               |                    |                     |                |
|   2 |        14 | ![](samples/2/clu2-sample0.png) | ![](samples/2/clu2-sample1.png) | ![](samples/2/clu2-sample2.png) | ![](samples/2/clu2-sample3.png) | ![](samples/2/clu2-sample4.png) | X       | X              |               | X              | X           |           | X       | X      | X            | X             | X                | X              | X         | X                   | X             | X              | X             | X              |                     | X              |                   | X       |             |           |               |                    | X               | X         | X                | X       | X           | X           | X            |               |                    |                     |                |
|   3 |        20 | ![](samples/3/clu3-sample0.png) | ![](samples/3/clu3-sample1.png) | ![](samples/3/clu3-sample2.png) | ![](samples/3/clu3-sample3.png) | ![](samples/3/clu3-sample4.png) | X       |                |               | X              |             |           | X       | X      |              |               |                  |                | X         | X                   | X             |                |               | X              |                     | X              |                   |         |             | X         | X             | X                  |                 |           |                  |         |             |             |              | X             | X                  | X                   | X              |


task_categories:text-to-image size_categories:n<1K license:mit art not-for-all-audiences region:us
{"license": "mit", "size_categories": ["n<1K"], "task_categories": ["text-to-image"], "tags": ["art", "not-for-all-audiences"]}
TAGS
#task_categories-text-to-image #size_categories-n<1K #license-mit #art #not-for-all-audiences #region-us 

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(huggingface organization).


List of Packages
----------------



### Load Raw Dataset with Waifuc


We provide raw dataset (including tagged images) for waifuc loading. If you need this, just run the following code


List of Clusters
----------------


List of tag clustering result, maybe some outfits can be mined here.


### Raw Text Version



### Table Version




### Load Raw Dataset with Waifuc


We provide raw dataset (including tagged images) for waifuc loading. If you need this, just run the following code


List of Clusters
----------------


List of tag clustering result, maybe some outfits can be mined here. ### Raw Text Version ### Table Version
TAGS
#task_categories-text-to-image #size_categories-n<1K #license-mit #art #not-for-all-audiences #region-us 
 ### Load Raw Dataset with Waifuc


We provide raw dataset (including tagged images) for waifuc loading. If you need this, just run the following code


List of Clusters
----------------


List of tag clustering result, maybe some outfits can be mined here. ### Raw Text Version ### Table Version