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---
license: mit
task_categories:
- text-to-image
tags:
- art
- not-for-all-audiences
size_categories:
- n<1K
---
# 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, grey_hair, breasts, demon_horns, medium_breasts, red_eyes, ahoge, tail, multicolored_hair, orange_eyes`, 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 | 469.07 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 | 1339 | 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 | 865.81 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 | 1339 | 1.68 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 |  |  |  |  |  | 1girl, black_gloves, black_jacket, black_pantyhose, black_scarf, black_skirt, fingerless_gloves, grey_shirt, looking_at_viewer, miniskirt, open_jacket, solo, white_hair, long_sleeves, cowboy_shot, holding, nail_polish, open_mouth, red_nails, smile, grey_background, remote_control, white_shirt |
| 1 | 6 |  |  |  |  |  | 1girl, black_gloves, black_jacket, black_scarf, black_skirt, fingerless_gloves, grey_shirt, looking_at_viewer, open_jacket, red_nails, solo, :d, black_pantyhose, cowboy_shot, large_breasts, miniskirt, nail_polish, open_mouth, holding_remote_control |
| 2 | 6 |  |  |  |  |  | 1girl, black_footwear, black_gloves, black_jacket, black_pantyhose, black_scarf, black_skirt, fingerless_gloves, grey_shirt, looking_at_viewer, miniskirt, open_jacket, red_nails, smile, solo, antennae, demon_tail, nail_polish, shoes, full_body, white_hair |
| 3 | 6 |  |  |  |  |  | 1girl, black_gloves, black_jacket, black_scarf, fingerless_gloves, grey_shirt, looking_at_viewer, nail_polish, open_jacket, parted_lips, red_nails, simple_background, solo, upper_body, antenna_hair, grin, white_background, hair_between_eyes, scar_on_arm, white_hair |
| 4 | 6 |  |  |  |  |  | 1girl, black_gloves, black_jacket, black_scarf, black_skirt, cowboy_shot, fingerless_gloves, grey_shirt, long_sleeves, looking_at_viewer, miniskirt, open_jacket, smile, solo, yellow_eyes, parted_lips, black_pantyhose, large_breasts |
| 5 | 5 |  |  |  |  |  | 1girl, black_gloves, black_jacket, black_scarf, fingerless_gloves, grey_shirt, looking_at_viewer, nail_polish, open_jacket, red_nails, simple_background, solo, upper_body, hand_up, white_background, :d, open_mouth, grey_background, heart, long_sleeves |
| 6 | 7 |  |  |  |  |  | 1girl, black_jacket, black_scarf, looking_at_viewer, open_jacket, solo, upper_body, grey_shirt, parted_lips, simple_background, smile, white_background, white_hair, white_shirt, antennae, yellow_eyes |
| 7 | 6 |  |  |  |  |  | 1girl, bare_shoulders, black_jacket, black_pantyhose, black_skirt, large_breasts, looking_at_viewer, miniskirt, off_shoulder, open_jacket, sleeveless_shirt, solo, grey_shirt, black_scarf, simple_background, sitting, white_background, blush, cowboy_shot, smile, white_hair |
| 8 | 6 |  |  |  |  |  | 1girl, antennae, black_jacket, long_sleeves, looking_at_viewer, nail_polish, official_alternate_costume, open_jacket, red_nails, solo, bare_shoulders, black_gloves, fingerless_gloves, off_shoulder, white_shirt, white_tank_top, black_choker, large_breasts, smile, antenna_hair, black_shorts, black_thighhighs, demon_girl, demon_tail, hand_up, parted_lips, simple_background, white_background |
| 9 | 12 |  |  |  |  |  | 1girl, black_dress, looking_at_viewer, smile, solo, bare_shoulders, alternate_costume, demon_tail, drinking_glass, indoors, large_breasts, antenna_hair, bare_arms, demon_girl, sleeveless_dress, feet_out_of_frame, nail_polish, necklace, red_nails, black_pantyhose, holding_cup, parted_lips, red_hair, sideboob, sitting |
| 10 | 10 |  |  |  |  |  | 1girl, bare_shoulders, cleavage_cutout, looking_at_viewer, sleeveless_dress, solo, alternate_costume, antennae, demon_tail, double_bun, navel_cutout, red_dress, red_nails, simple_background, black_dress, china_dress, thighs, white_background, earrings, pelvic_curtain, red_hair, sitting, thigh_strap, antenna_hair, demon_girl, nail_polish |
| 11 | 10 |  |  |  |  |  | 1girl, black_headwear, demon_tail, solo, black_gloves, cleavage, demon_girl, hat, looking_at_viewer, official_alternate_costume, smile, single_elbow_glove, torn_pantyhose, asymmetrical_gloves, black_pantyhose, cowboy_shot, holding_mask, thighhighs, yellow_eyes, red_hair, thigh_boots, black_dress, black_footwear, open_mouth, teeth |
| 12 | 10 |  |  |  |  |  | 1girl, alternate_costume, alternate_hair_length, long_hair, solo, ballerina, bare_shoulders, looking_at_viewer, antenna_hair, tutu, white_dress, leotard, strapless_dress, ballet, cleavage, collarbone, demon_tail, white_pantyhose, yellow_eyes, antennae, armpits, black_choker, demon_girl, large_breasts, leg_up, parted_lips, red_hair, simple_background, standing_on_one_leg, thighband_pantyhose |
### Table Version
| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | black_gloves | black_jacket | black_pantyhose | black_scarf | black_skirt | fingerless_gloves | grey_shirt | looking_at_viewer | miniskirt | open_jacket | solo | white_hair | long_sleeves | cowboy_shot | holding | nail_polish | open_mouth | red_nails | smile | grey_background | remote_control | white_shirt | :d | large_breasts | holding_remote_control | black_footwear | antennae | demon_tail | shoes | full_body | parted_lips | simple_background | upper_body | antenna_hair | grin | white_background | hair_between_eyes | scar_on_arm | yellow_eyes | hand_up | heart | bare_shoulders | off_shoulder | sleeveless_shirt | sitting | blush | official_alternate_costume | white_tank_top | black_choker | black_shorts | black_thighhighs | demon_girl | black_dress | alternate_costume | drinking_glass | indoors | bare_arms | sleeveless_dress | feet_out_of_frame | necklace | holding_cup | red_hair | sideboob | cleavage_cutout | double_bun | navel_cutout | red_dress | china_dress | thighs | earrings | pelvic_curtain | thigh_strap | black_headwear | cleavage | hat | single_elbow_glove | torn_pantyhose | asymmetrical_gloves | holding_mask | thighhighs | thigh_boots | teeth | alternate_hair_length | long_hair | ballerina | tutu | white_dress | leotard | strapless_dress | ballet | collarbone | white_pantyhose | armpits | leg_up | standing_on_one_leg | thighband_pantyhose |
|----:|----------:|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:--------|:---------------|:---------------|:------------------|:--------------|:--------------|:--------------------|:-------------|:--------------------|:------------|:--------------|:-------|:-------------|:---------------|:--------------|:----------|:--------------|:-------------|:------------|:--------|:------------------|:-----------------|:--------------|:-----|:----------------|:-------------------------|:-----------------|:-----------|:-------------|:--------|:------------|:--------------|:--------------------|:-------------|:---------------|:-------|:-------------------|:--------------------|:--------------|:--------------|:----------|:--------|:-----------------|:---------------|:-------------------|:----------|:--------|:-----------------------------|:-----------------|:---------------|:---------------|:-------------------|:-------------|:--------------|:--------------------|:-----------------|:----------|:------------|:-------------------|:--------------------|:-----------|:--------------|:-----------|:-----------|:------------------|:-------------|:---------------|:------------|:--------------|:---------|:-----------|:-----------------|:--------------|:-----------------|:-----------|:------|:---------------------|:-----------------|:----------------------|:---------------|:-------------|:--------------|:--------|:------------------------|:------------|:------------|:-------|:--------------|:----------|:------------------|:---------|:-------------|:------------------|:----------|:---------|:----------------------|:----------------------|
| 0 | 7 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 6 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | | | X | | X | X | X | | | | | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 6 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | X | | X | X | | | | | | | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 6 |  |  |  |  |  | X | X | X | | X | | X | X | X | | X | X | X | | | | X | | X | | | | | | | | | | | | | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 6 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | | X | X | | | | | X | | | | | X | | | | | | | X | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 5 | 5 |  |  |  |  |  | X | X | X | | X | | X | X | X | | X | X | | X | | | X | X | X | | X | | | X | | | | | | | | | X | X | | | X | | | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
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| 7 | 6 |  |  |  |  |  | X | | X | X | X | X | | X | X | X | X | X | X | | X | | | | | X | | | | | X | | | | | | | | X | | | | X | | | | | | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 8 | 6 |  |  |  |  |  | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 9 | 12 |  |  |  |  |  | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 10 | 10 |  |  |  |  |  | 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 | | | | | | | | | | | | | | | | | | | | | | | | |
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