CyberHarem/virtuosa_arknights

---
license: mit
task_categories:
- text-to-image
tags:
- art
- not-for-all-audiences
size_categories:
- n<1K
---

# Dataset of virtuosa/ヴィルトゥオーサ/塑心 (Arknights)

This is the dataset of virtuosa/ヴィルトゥオーサ/塑心 (Arknights), containing 321 images and their tags.

The core tags of this character are `black_hair, long_hair, blunt_bangs, sidelocks, straight_hair, halo, hime_cut, mole, mole_under_eye, black_halo, broken_halo, very_long_hair, dark_halo, black_eyes, wings, black_wings, pale_skin, detached_wings, energy_wings, breasts, colored_inner_hair, multicolored_hair, two-tone_hair, eyelashes, white_pupils, bright_pupils, medium_breasts, grey_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 | Images-others | Images-head |
|:-----------------|---------:|:------------|:--------------------------------------------------------------------------------------------------------------------|:-----------|:---------------------------------------------------------------------|:----------------|:--------------|
| raw | 321 | 667.10 MiB | [Download](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | -- | -- |
| stage3-p480-1200 | 818 | 1013.68 MiB | [Download](https://huggingface.co/datasets/CyberHarem/virtuosa_arknights/resolve/main/dataset-stage3-p480-1200.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | 528 | 290 |

### 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/virtuosa_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 | 5 |  |  |  |  |  | 1girl, belt_buckle, black_ascot, black_belt, black_garter_straps, black_gloves, black_skirt, black_thighhighs, bow_(music), bustier, buttons, cello, closed_mouth, collared_jacket, cowboy_shot, dress_shirt, floating_hair, grey_shirt, hands_up, holding_instrument, holding_violin, light_smile, miniskirt, playing_instrument, pleated_skirt, short_over_long_sleeves, solo, standing, white_jacket, wide_sleeves, wing_collar, zettai_ryouiki, antenna_hair, artist_name, belt_pouch, light_particles, lips, ahoge, backlighting, blurry, looking_at_viewer, musical_note, staff_(music), closed_eyes, facing_viewer, feet_out_of_frame, from_side, simple_background |
| 1 | 8 |  |  |  |  |  | 1girl, belt_buckle, black_ascot, black_belt, black_footwear, black_garter_straps, black_gloves, black_skirt, black_thighhighs, bow_(music), bustier, cello, closed_mouth, collared_jacket, dress_shirt, full_body, grey_shirt, holding_instrument, holding_violin, miniskirt, pleated_skirt, short_over_long_sleeves, solo, standing, white_jacket, wide_sleeves, wing_collar, zettai_ryouiki, absurdly_long_hair, looking_at_viewer, simple_background, strappy_heels, buttons, light_smile, hands_up, white_background, belt_pouch, blush, chibi, high_heels, yellow_pupils, artist_name, shadow |
| 2 | 7 |  |  |  |  |  | 1girl, black_ascot, black_gloves, bow_(music), cello, closed_mouth, collared_jacket, holding_instrument, holding_violin, light_smile, playing_instrument, short_over_long_sleeves, solo, strap, upper_body, white_jacket, wide_sleeves, wing_collar, blurry, looking_at_viewer, dress_shirt, floating_hair, from_side, hands_up, lips, looking_to_the_side, simple_background, white_background, backlighting, buttons, grey_shirt, hand_up, standing |
| 3 | 16 |  |  |  |  |  | 1girl, collared_jacket, looking_at_viewer, simple_background, solo, upper_body, white_jacket, black_ascot, white_background, wide_sleeves, wing_collar, strap, closed_mouth, short_over_long_sleeves, light_smile, ahoge, black_gloves, from_side, hand_up, looking_to_the_side, lips, dress_shirt |
| 4 | 10 |  |  |  |  |  | 1girl, collarbone, solo, closed_mouth, navel, stomach, looking_at_viewer, nude, simple_background, smile, white_background, hair_flowing_over, thighs, black_thighhighs, shadow, hair_censor, hair_over_breasts, lying, nipples, armpits, black_panties, cowboy_shot, groin, hair_spread_out, topless |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | belt_buckle | black_ascot | black_belt | black_garter_straps | black_gloves | black_skirt | black_thighhighs | bow_(music) | bustier | buttons | cello | closed_mouth | collared_jacket | cowboy_shot | dress_shirt | floating_hair | grey_shirt | hands_up | holding_instrument | holding_violin | light_smile | miniskirt | playing_instrument | pleated_skirt | short_over_long_sleeves | solo | standing | white_jacket | wide_sleeves | wing_collar | zettai_ryouiki | antenna_hair | artist_name | belt_pouch | light_particles | lips | ahoge | backlighting | blurry | looking_at_viewer | musical_note | staff_(music) | closed_eyes | facing_viewer | feet_out_of_frame | from_side | simple_background | black_footwear | full_body | absurdly_long_hair | strappy_heels | white_background | blush | chibi | high_heels | yellow_pupils | shadow | strap | upper_body | looking_to_the_side | hand_up | collarbone | navel | stomach | nude | smile | hair_flowing_over | thighs | hair_censor | hair_over_breasts | lying | nipples | armpits | black_panties | groin | hair_spread_out | topless |
|----:|----------:|:-----------------------------------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------|:--------|:--------------|:--------------|:-------------|:----------------------|:---------------|:--------------|:-------------------|:--------------|:----------|:----------|:--------|:---------------|:------------------|:--------------|:--------------|:----------------|:-------------|:-----------|:---------------------|:-----------------|:--------------|:------------|:---------------------|:----------------|:--------------------------|:-------|:-----------|:---------------|:---------------|:--------------|:-----------------|:---------------|:--------------|:-------------|:------------------|:-------|:--------|:---------------|:---------|:--------------------|:---------------|:----------------|:--------------|:----------------|:--------------------|:------------|:--------------------|:-----------------|:------------|:---------------------|:----------------|:-------------------|:--------|:--------|:-------------|:----------------|:---------|:--------|:-------------|:----------------------|:----------|:-------------|:--------|:----------|:-------|:--------|:--------------------|:---------|:--------------|:--------------------|:--------|:----------|:----------|:----------------|:--------|:------------------|:----------|
| 0 | 5 |  |  |  |  |  | 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 | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 8 |  |  |  |  |  | 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 | X | X | | | | | | | | | | | | | | | | | | | | |
| 2 | 7 |  |  |  |  |  | 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 | | | | | | | | | | | | | | | | |
| 3 | 16 |  |  |  |  |  | X | | X | | | X | | | | | | | X | X | | X | | | | | | X | | | | X | X | | X | X | X | | | | | | X | X | | | X | | | | | | X | X | | | | | X | | | | | | X | X | X | X | | | | | | | | | | | | | | | | |
| 4 | 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 |

原始信息汇总

数据集概述

数据集名称

Dataset of virtuosa/ヴィルトゥオーサ/塑心 (Arknights)

数据集描述

该数据集包含321张图片及其标签，主要描述《明日方舟》中的角色virtuosa/ヴィルトゥオーサ/塑心。

核心标签

• black_hair
• long_hair
• blunt_bangs
• sidelocks
• straight_hair
• halo
• hime_cut
• mole
• mole_under_eye
• black_halo
• broken_halo
• very_long_hair
• dark_halo
• black_eyes
• wings
• black_wings
• pale_skin
• detached_wings
• energy_wings
• breasts
• colored_inner_hair
• multicolored_hair
• two-tone_hair
• eyelashes
• white_pupils
• bright_pupils
• medium_breasts
• grey_hair

数据集包列表

名称	图片数量	大小	下载链接	类型	描述	其他图片数量	头部图片数量
raw	321	667.10 MiB	Download	Waifuc-Raw	包含元信息的原始数据（最小边对齐到1400像素，如果更大）。	--	--
stage3-p480-1200	818	1013.68 MiB	Download	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。	528	290

标签聚类结果

原始文本版本

#	样本数量	图片1	图片2	图片3	图片4	图片5	标签
0	5	Img-1	Img-2	Img-3	Img-4	Img-5	1girl, belt_buckle, black_ascot, black_belt, black_garter_straps, black_gloves, black_skirt, black_thighhighs, bow_(music), bustier, buttons, cello, closed_mouth, collared_jacket, cowboy_shot, dress_shirt, floating_hair, grey_shirt, hands_up, holding_instrument, holding_violin, light_smile, miniskirt, playing_instrument, pleated_skirt, short_over_long_sleeves, solo, standing, white_jacket, wide_sleeves, wing_collar, zettai_ryouiki, antenna_hair, artist_name, belt_pouch, light_particles, lips, ahoge, backlighting, blurry, looking_at_viewer, musical_note, staff_(music), closed_eyes, facing_viewer, feet_out_of_frame, from_side, simple_background
1	8	Img-1	Img-2	Img-3	Img-4	Img-5	1girl, belt_buckle, black_ascot, black_belt, black_footwear, black_garter_straps, black_gloves, black_skirt, black_thighhighs, bow_(music), bustier, cello, closed_mouth, collared_jacket, dress_shirt, full_body, grey_shirt, holding_instrument, holding_violin, miniskirt, pleated_skirt, short_over_long_sleeves, solo, standing, white_jacket, wide_sleeves, wing_collar, zettai_ryouiki, absurdly_long_hair, looking_at_viewer, simple_background, strappy_heels, buttons, light_smile, hands_up, white_background, belt_pouch, blush, chibi, high_heels, yellow_pupils, artist_name, shadow
2	7	Img-1	Img-2	Img-3	Img-4	Img-5	1girl, black_ascot, black_gloves, bow_(music), cello, closed_mouth, collared_jacket, holding_instrument, holding_violin, light_smile, playing_instrument, short_over_long_sleeves, solo, strap, upper_body, white_jacket, wide_sleeves, wing_collar, blurry, looking_at_viewer, dress_shirt, floating_hair, from_side, hands_up, lips, looking_to_the_side, simple_background, white_background, backlighting, buttons, grey_shirt, hand_up, standing
3	16	Img-1	Img-2	Img-3	Img-4	Img-5	1girl, collared_jacket, looking_at_viewer, simple_background, solo, upper_body, white_jacket, black_ascot, white_background, wide_sleeves, wing_collar, strap, closed_mouth, short_over_long_sleeves, light_smile, ahoge, black_gloves, from_side, hand_up, looking_to_the_side, lips, dress_shirt
4	10	Img-1	Img-2	Img-3	Img-4	Img-5	1girl, collarbone, solo, closed_mouth, navel, stomach, looking_at_viewer, nude, simple_background, smile, white_background, hair_flowing_over, thighs, black_thighhighs, shadow, hair_censor, hair_over_breasts, lying, nipples, armpits, black_panties, cowboy_shot, groin, hair_spread_out, topless

表格版本

#	样本数量	图片1	图片2	图片3	图片4	图片5	1girl	belt_buckle	black_ascot	black_belt	black_garter_straps	black_gloves	black_skirt	black_thighhighs	bow_(music)	bustier	buttons	cello	closed_mouth	collared_jacket	cowboy_shot	dress_shirt	floating_hair	grey_shirt	hands_up	holding_instrument	holding_violin	light_smile	miniskirt	playing_instrument	pleated_skirt	short_over_long_sleeves	solo	standing	white_jacket	wide_sleeves	wing_collar	zettai_ryouiki	antenna_hair	artist_name	belt_pouch	light_particles	lips	ahoge	backlighting	blurry	looking_at_viewer	musical_note	staff_(music)	closed_eyes	facing_viewer	feet_out_of_frame	from_side	simple_background	black_footwear	full_body	absurdly_long_hair	strappy_heels	white_background	blush	chibi	high_heels	yellow_pupils	shadow	strap	upper_body	looking_to_the_side	hand_up	collarbone	navel	stomach	nude	smile	hair_flowing_over	thighs	hair_censor	hair_over_breasts	lying	nipples	armpits	black_panties	groin	hair_spread_out	topless
0	5	Img-1	Img-2	Img-3	Img-4	Img-5	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	X	X	X	X	X	X	X																				X	X	X	X	X	X	X	X	X	X	X
1	8	Img-1	Img-2	Img-3	Img-4	Img-5	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	X	X	X										X	X	X	X	X	X	X	X	X	X	X
2	7	Img-1	Img-2	[Img-3](https://huggingface.co/datasets/CyberHarem/