
# Dataset of w/W/W (Arknights)

This is the dataset of w/W/W (Arknights), containing 500 images and their tags.

The core tags of this character are `horns, short_hair, bangs, breasts, grey_hair, demon_horns, red_eyes, medium_breasts, ahoge, white_hair, tail`, 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 | 1.02 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/w_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 467.43 MiB | [Download](https://huggingface.co/datasets/CyberHarem/w_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1338 | 1.05 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/w_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 863.95 MiB | [Download](https://huggingface.co/datasets/CyberHarem/w_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1338 | 1.67 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/w_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/w_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 |         7 | ![](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, black_jacket, black_scarf, controller, fingerless_gloves, gloves, grey_shirt, holding, jacket, looking_at_viewer, open_clothes, open_jacket, remote_control, scarf, shirt, smile, solo, upper_body, black_skirt, skirt, nail_polish, red_nails, long_sleeves, multicolored_hair, yellow_eyes, antennae, open_mouth, orange_eyes                                                                                                                                                                                                               |
|   1 |        25 | ![](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_jacket, black_pantyhose, black_skirt, fingerless_gloves, gloves, grey_shirt, jacket, looking_at_viewer, miniskirt, open_clothes, open_jacket, pantyhose, scarf, shirt, skirt, solo, black_scarf, holding, cowboy_shot, remote_control, smile, controller, red_nails, long_sleeves, nail_polish, standing, parted_lips, simple_background, demon_tail, white_background                                                                                                                                                                  |
|   2 |         5 | ![](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_jacket, black_scarf, fingerless_gloves, gloves, grey_shirt, jacket, looking_at_viewer, nail_polish, open_clothes, open_jacket, red_nails, scarf, shirt, simple_background, smile, solo, upper_body, white_background, multicolored_hair, black_skirt, long_sleeves, skirt, index_finger_raised, large_breasts                                                                                                                                                                                                                           |
|   3 |         5 | ![](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, black_jacket, black_scarf, jacket, looking_at_viewer, open_clothes, open_jacket, scarf, shirt, solo, upper_body, white_shirt, grey_shirt, parted_lips, simple_background, smile, yellow_eyes, antennae, black_background, hair_between_eyes                                                                                                                                                                                                                                                                                                                 |
|   4 |         6 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-sample4.png) | 1girl, bare_shoulders, black_jacket, black_pantyhose, black_skirt, jacket, large_breasts, looking_at_viewer, miniskirt, off_shoulder, open_clothes, open_jacket, pantyhose, shirt, skirt, sleeveless, sleeveless_shirt, solo, antennae, grey_shirt, black_scarf, scarf, simple_background, white_background, blush, cowboy_shot, sitting, smile                                                                                                                                                                                                                    |
|   5 |         8 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-sample4.png) | 1girl, bare_shoulders, black_dress, dress, looking_at_viewer, sleeveless, smile, solo, alternate_costume, bare_arms, cup, drinking_glass, sleeveless_dress, demon_tail, holding, holding_cup, large_breasts, parted_lips, antenna_hair, feet_out_of_frame, indoors, jewelry, multicolored_hair, sitting, nail_polish, red_nails, sideboob, backless_dress, backless_outfit, black_pantyhose, crossed_legs, demon_girl, necklace, pantyhose, table, two-tone_hair                                                                                                   |
|   6 |         9 | ![](samples/6/clu6-sample0.png) | ![](samples/6/clu6-sample1.png) | ![](samples/6/clu6-sample2.png) | ![](samples/6/clu6-sample3.png) | ![](samples/6/clu6-sample4.png) | 1girl, bare_shoulders, cleavage, cleavage_cutout, clothing_cutout, dress, looking_at_viewer, solo, hair_bun, sleeveless, sleeveless_dress, alternate_costume, antennae, double_bun, thighs, large_breasts, navel, red_nails, closed_mouth, navel_cutout, pelvic_curtain, red_dress, red_hair, simple_background, thigh_strap, white_background, bare_arms, black_dress, cowboy_shot, multicolored_hair, nail_polish, sitting, standing                                                                                                                             |
|   7 |        11 | ![](samples/7/clu7-sample0.png) | ![](samples/7/clu7-sample1.png) | ![](samples/7/clu7-sample2.png) | ![](samples/7/clu7-sample3.png) | ![](samples/7/clu7-sample4.png) | 1girl, alternate_costume, long_hair, solo, alternate_hair_length, alternate_hairstyle, ballerina, looking_at_viewer, ballet, bare_shoulders, dress, strapless, antenna_hair, large_breasts, pantyhose, standing, tutu, yellow_eyes, cleavage, closed_mouth, demon_girl, demon_tail, leotard, multicolored_hair, strapless_dress, white_dress, white_pantyhose, black_choker, choker, strapless_leotard, antennae, armpits, black_background, collarbone, cowboy_shot, leg_up, red_hair, simple_background, standing_on_one_leg, thighband_pantyhose, two-tone_hair |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_gloves   | black_jacket   | black_scarf   | controller   | fingerless_gloves   | gloves   | grey_shirt   | holding   | jacket   | looking_at_viewer   | open_clothes   | open_jacket   | remote_control   | scarf   | shirt   | smile   | solo   | upper_body   | black_skirt   | skirt   | nail_polish   | red_nails   | long_sleeves   | multicolored_hair   | yellow_eyes   | antennae   | open_mouth   | orange_eyes   | black_pantyhose   | miniskirt   | pantyhose   | cowboy_shot   | standing   | parted_lips   | simple_background   | demon_tail   | white_background   | index_finger_raised   | large_breasts   | white_shirt   | black_background   | hair_between_eyes   | bare_shoulders   | off_shoulder   | sleeveless   | sleeveless_shirt   | blush   | sitting   | black_dress   | dress   | alternate_costume   | bare_arms   | cup   | drinking_glass   | sleeveless_dress   | holding_cup   | antenna_hair   | feet_out_of_frame   | indoors   | jewelry   | sideboob   | backless_dress   | backless_outfit   | crossed_legs   | demon_girl   | necklace   | table   | two-tone_hair   | cleavage   | cleavage_cutout   | clothing_cutout   | hair_bun   | double_bun   | thighs   | navel   | closed_mouth   | navel_cutout   | pelvic_curtain   | red_dress   | red_hair   | thigh_strap   | long_hair   | alternate_hair_length   | alternate_hairstyle   | ballerina   | ballet   | strapless   | tutu   | leotard   | strapless_dress   | white_dress   | white_pantyhose   | black_choker   | choker   | strapless_leotard   | armpits   | collarbone   | leg_up   | standing_on_one_leg   | thighband_pantyhose   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:---------------|:--------------|:-------------|:--------------------|:---------|:-------------|:----------|:---------|:--------------------|:---------------|:--------------|:-----------------|:--------|:--------|:--------|:-------|:-------------|:--------------|:--------|:--------------|:------------|:---------------|:--------------------|:--------------|:-----------|:-------------|:--------------|:------------------|:------------|:------------|:--------------|:-----------|:--------------|:--------------------|:-------------|:-------------------|:----------------------|:----------------|:--------------|:-------------------|:--------------------|:-----------------|:---------------|:-------------|:-------------------|:--------|:----------|:--------------|:--------|:--------------------|:------------|:------|:-----------------|:-------------------|:--------------|:---------------|:--------------------|:----------|:----------|:-----------|:-----------------|:------------------|:---------------|:-------------|:-----------|:--------|:----------------|:-----------|:------------------|:------------------|:-----------|:-------------|:---------|:--------|:---------------|:---------------|:-----------------|:------------|:-----------|:--------------|:------------|:------------------------|:----------------------|:------------|:---------|:------------|:-------|:----------|:------------------|:--------------|:------------------|:---------------|:---------|:--------------------|:----------|:-------------|:---------|:----------------------|:----------------------|
|   0 |         7 | ![](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           | X              | X                   | X             | X          | X            | X             |                   |             |             |               |            |               |                     |              |                    |                       |                 |               |                    |                     |                  |                |              |                    |         |           |               |         |                     |             |       |                  |                    |               |                |                     |           |           |            |                  |                   |                |              |            |         |                 |            |                   |                   |            |              |          |         |                |                |                  |             |            |               |             |                         |                       |             |          |             |        |           |                   |               |                   |                |          |                     |           |              |          |                       |                       |
|   1 |        25 | ![](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                 | X           | X           | X             | X          | X             | X                   | X            | X                  |                       |                 |               |                    |                     |                  |                |              |                    |         |           |               |         |                     |             |       |                  |                    |               |                |                     |           |           |            |                  |                   |                |              |            |         |                 |            |                   |                   |            |              |          |         |                |                |                  |             |            |               |             |                         |                       |             |          |             |        |           |                   |               |                   |                |          |                     |           |              |          |                       |                       |
|   2 |         5 | ![](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                     | X               |               |                    |                     |                  |                |              |                    |         |           |               |         |                     |             |       |                  |                    |               |                |                     |           |           |            |                  |                   |                |              |            |         |                 |            |                   |                   |            |              |          |         |                |                |                  |             |            |               |             |                         |                       |             |          |             |        |           |                   |               |                   |                |          |                     |           |              |          |                       |                       |
|   3 |         5 | ![](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             | X                   |              |                    |                       |                 | X             | X                  | X                   |                  |                |              |                    |         |           |               |         |                     |             |       |                  |                    |               |                |                     |           |           |            |                  |                   |                |              |            |         |                 |            |                   |                   |            |              |          |         |                |                |                  |             |            |               |             |                         |                       |             |          |             |        |           |                   |               |                   |                |          |                     |           |              |          |                       |                       |
|   4 |         6 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-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            | X                  | X       | X         |               |         |                     |             |       |                  |                    |               |                |                     |           |           |            |                  |                   |                |              |            |         |                 |            |                   |                   |            |              |          |         |                |                |                  |             |            |               |             |                         |                       |             |          |             |        |           |                   |               |                   |                |          |                     |           |              |          |                       |                       |
|   5 |         8 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-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              | X                   | X         | X         | X          | X                | X                 | X              | X            | X          | X       | X               |            |                   |                   |            |              |          |         |                |                |                  |             |            |               |             |                         |                       |             |          |             |        |           |                   |               |                   |                |          |                     |           |              |          |                       |                       |
|   6 |         9 | ![](samples/6/clu6-sample0.png) | ![](samples/6/clu6-sample1.png) | ![](samples/6/clu6-sample2.png) | ![](samples/6/clu6-sample3.png) | ![](samples/6/clu6-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            | X        | X       | X              | X              | X                | X           | X          | X             |             |                         |                       |             |          |             |        |           |                   |               |                   |                |          |                     |           |              |          |                       |                       |
|   7 |        11 | ![](samples/7/clu7-sample0.png) | ![](samples/7/clu7-sample1.png) | ![](samples/7/clu7-sample2.png) | ![](samples/7/clu7-sample3.png) | ![](samples/7/clu7-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                     | 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 w/W/W (Arknights)
============================


This is the dataset of w/W/W (Arknights), containing 500 images and their tags.


The core tags of this character are 'horns, short\_hair, bangs, breasts, grey\_hair, demon\_horns, red\_eyes, medium\_breasts, ahoge, white\_hair, tail', 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
passage: 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