CyberHarem/toki_bluearchive

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

# Dataset of toki/飛鳥馬トキ/时 (Blue Archive)

This is the dataset of toki/飛鳥馬トキ/时 (Blue Archive), containing 500 images and their tags.

The core tags of this character are `blonde_hair, blue_eyes, blue_halo, halo, bow, breasts, blue_bow, braid, long_hair, medium_breasts, animal_ears, fake_animal_ears, rabbit_ears, very_long_hair, hairband, blue_hairband, multicolored_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 | 1.12 GiB | [Download](https://huggingface.co/datasets/CyberHarem/toki_bluearchive/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 1200 | 500 | 913.77 MiB | [Download](https://huggingface.co/datasets/CyberHarem/toki_bluearchive/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 1419 | 1.92 GiB | [Download](https://huggingface.co/datasets/CyberHarem/toki_bluearchive/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/toki_bluearchive',
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 | 9 |  |  |  |  |  | 1girl, bare_shoulders, blue_leotard, closed_mouth, detached_collar, highleg_leotard, looking_at_viewer, official_alternate_costume, playboy_bunny, rabbit_tail, solo, strapless_leotard, white_thighhighs, thighs, cleavage, fake_tail, official_alternate_hairstyle, simple_background, white_background, sitting, aqua_bowtie, covered_navel, hand_up, headset, white_wrist_cuffs |
| 1 | 5 |  |  |  |  |  | 1girl, bare_shoulders, blue_leotard, bowtie, cleavage, closed_mouth, detached_collar, headset, highleg_leotard, looking_at_viewer, official_alternate_costume, playboy_bunny, rabbit_tail, simple_background, solo, strapless_leotard, white_background, white_thighhighs, fake_tail, thighs, wrist_cuffs, blue_footwear, blush, earpiece, streaked_hair |
| 2 | 9 |  |  |  |  |  | 1girl, bare_shoulders, blue_leotard, cowboy_shot, detached_collar, highleg_leotard, looking_at_viewer, official_alternate_costume, playboy_bunny, rabbit_tail, solo, strapless_leotard, streaked_hair, wrist_cuffs, cleavage, closed_mouth, covered_navel, fake_tail, simple_background, white_background, aqua_bowtie, earpiece, headset, white_thighhighs, thighs, groin |
| 3 | 13 |  |  |  |  |  | 1girl, bare_shoulders, blue_leotard, detached_collar, highleg_leotard, looking_at_viewer, official_alternate_costume, playboy_bunny, sitting, solo, strapless_leotard, wrist_cuffs, white_thighhighs, cleavage, closed_mouth, white_background, simple_background, thighs, blush, blue_bowtie, aqua_bowtie, covered_navel, large_breasts |
| 4 | 5 |  |  |  |  |  | 1girl, aqua_bowtie, bare_shoulders, blue_leotard, detached_collar, headset, highleg_leotard, looking_at_viewer, official_alternate_costume, playboy_bunny, rabbit_tail, solo, strapless_leotard, cleavage, earpiece, fake_tail, holding_tray, official_alternate_hairstyle, wrist_cuffs, blue_hair, cowboy_shot, drinking_glass, microphone, streaked_hair, thighs, covered_navel, parted_lips |
| 5 | 7 |  |  |  |  |  | 1girl, bare_shoulders, black_gloves, blue_ribbon, bun_cover, elbow_gloves, fingerless_gloves, hair_ribbon, highleg_leotard, looking_at_viewer, maid_headdress, short_hair, solo, black_leotard, blue_leotard, simple_background, white_background, closed_mouth, single_hair_bun, sleeveless_turtleneck_leotard, thighhighs, two-tone_leotard, ass, earpiece, small_breasts, thigh_boots, thigh_strap, thighs |
| 6 | 76 |  |  |  |  |  | 1girl, maid_apron, maid_headdress, solo, blue_bowtie, white_apron, looking_at_viewer, short_hair, bun_cover, frilled_apron, black_gloves, fingerless_gloves, chest_harness, closed_mouth, black_dress, simple_background, single_hair_bun, white_background, elbow_gloves, pouch, earpiece, hair_ribbon, blue_ribbon, double_v, long_sleeves, sleeveless |
| 7 | 30 |  |  |  |  |  | 1girl, solo, looking_at_viewer, collared_shirt, white_shirt, pleated_skirt, school_uniform, blush, long_sleeves, blue_hair, closed_mouth, black_skirt, blue_bowtie, white_background, simple_background, alternate_costume, streaked_hair, nail_polish, blue_cardigan, blue_nails |
| 8 | 6 |  |  |  |  |  | 1girl, alternate_costume, bare_shoulders, looking_at_viewer, solo, blue_bikini, cleavage, halterneck, outdoors, thighs, blue_sky, blush, choker, cloud, collarbone, day, navel, beach, food, large_breasts, parted_lips, stomach |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | bare_shoulders | blue_leotard | closed_mouth | detached_collar | highleg_leotard | looking_at_viewer | official_alternate_costume | playboy_bunny | rabbit_tail | solo | strapless_leotard | white_thighhighs | thighs | cleavage | fake_tail | official_alternate_hairstyle | simple_background | white_background | sitting | aqua_bowtie | covered_navel | hand_up | headset | white_wrist_cuffs | bowtie | wrist_cuffs | blue_footwear | blush | earpiece | streaked_hair | cowboy_shot | groin | blue_bowtie | large_breasts | holding_tray | blue_hair | drinking_glass | microphone | parted_lips | black_gloves | blue_ribbon | bun_cover | elbow_gloves | fingerless_gloves | hair_ribbon | maid_headdress | short_hair | black_leotard | single_hair_bun | sleeveless_turtleneck_leotard | thighhighs | two-tone_leotard | ass | small_breasts | thigh_boots | thigh_strap | maid_apron | white_apron | frilled_apron | chest_harness | black_dress | pouch | double_v | long_sleeves | sleeveless | collared_shirt | white_shirt | pleated_skirt | school_uniform | black_skirt | alternate_costume | nail_polish | blue_cardigan | blue_nails | blue_bikini | halterneck | outdoors | blue_sky | choker | cloud | collarbone | day | navel | beach | food | stomach |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:---------------|:---------------|:------------------|:------------------|:--------------------|:-----------------------------|:----------------|:--------------|:-------|:--------------------|:-------------------|:---------|:-----------|:------------|:-------------------------------|:--------------------|:-------------------|:----------|:--------------|:----------------|:----------|:----------|:--------------------|:---------|:--------------|:----------------|:--------|:-----------|:----------------|:--------------|:--------|:--------------|:----------------|:---------------|:------------|:-----------------|:-------------|:--------------|:---------------|:--------------|:------------|:---------------|:--------------------|:--------------|:-----------------|:-------------|:----------------|:------------------|:--------------------------------|:-------------|:-------------------|:------|:----------------|:--------------|:--------------|:-------------|:--------------|:----------------|:----------------|:--------------|:--------|:-----------|:---------------|:-------------|:-----------------|:--------------|:----------------|:-----------------|:--------------|:--------------------|:--------------|:----------------|:-------------|:--------------|:-------------|:-----------|:-----------|:---------|:--------|:-------------|:------|:--------|:--------|:-------|:----------|
| 0 | 9 |  |  |  |  |  | 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 | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 9 |  |  |  |  |  | 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 | 13 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | | X | X | X | X | X | | | X | X | X | X | X | | | | | X | | X | | | | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 5 | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 6 | 76 |  |  |  |  |  | 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 | 30 |  |  |  |  |  | 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 |

原始信息汇总

数据集概述

数据集名称

Dataset of toki/飛鳥馬トキ/时 (Blue Archive)

数据集描述

该数据集包含500张图像及其标签，主题为toki/飛鳥馬トキ/时（Blue Archive）。图像主要特征包括金发、蓝眼睛、蓝色光环、光环、弓、胸部、蓝色弓、辫子、长发、中等胸部、动物耳朵、假动物耳朵、兔耳、非常长的头发、发带、蓝色发带、多色头发。

数据集标签

核心标签包括：

• blonde_hair
• blue_eyes
• blue_halo
• halo
• bow
• breasts
• blue_bow
• braid
• long_hair
• medium_breasts
• animal_ears
• fake_animal_ears
• rabbit_ears
• very_long_hair
• hairband
• blue_hairband
• multicolored_hair

数据集包列表

名称	图像数量	大小	类型	描述
raw	500	1.12 GiB	Waifuc-Raw	包含元信息的原始数据（最小边对齐到1400像素）
1200	500	913.77 MiB	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	1419	1.92 GiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素

数据集加载

提供原始数据集（包括标记图像）用于waifuc加载。加载代码如下：

python import os import zipfile from huggingface_hub import hf_hub_download from waifuc.source import LocalSource

下载原始归档文件

zip_file = hf_hub_download( repo_id=CyberHarem/toki_bluearchive, repo_type=dataset, filename=dataset-raw.zip, )

提取文件到指定目录

dataset_dir = dataset_dir os.makedirs(dataset_dir, exist_ok=True) with zipfile.ZipFile(zip_file, r) as zf: zf.extractall(dataset_dir)

使用waifuc加载数据集

source = LocalSource(dataset_dir) for item in source: print(item.image, item.meta[filename], item.meta[tags])

标签聚类结果

原始文本版本

#	样本数量	图像1	图像2	图像3	图像4	图像5	标签
0	9	样本0	样本1	样本2	样本3	样本4	1girl, bare_shoulders, blue_leotard, closed_mouth, detached_collar, highleg_leotard, looking_at_viewer, official_alternate_costume, playboy_bunny, rabbit_tail, solo, strapless_leotard, white_thighhighs, thighs, cleavage, fake_tail, official_alternate_hairstyle, simple_background, white_background, sitting, aqua_bowtie, covered_navel, hand_up, headset, white_wrist_cuffs
1	5	样本0	样本1	样本2	样本3	样本4	1girl, bare_shoulders, blue_leotard, bowtie, cleavage, closed_mouth, detached_collar, headset, highleg_leotard, looking_at_viewer, official_alternate_costume, playboy_bunny, rabbit_tail, simple_background, solo, strapless_leotard, white_background, white_thighhighs, fake_tail, thighs, wrist_cuffs, blue_footwear, blush, earpiece, streaked_hair
2	9	样本0	样本1	样本2	样本3	样本4	1girl, bare_shoulders, blue_leotard, cowboy_shot, detached_collar, highleg_leotard, looking_at_viewer, official_alternate_costume, playboy_bunny, rabbit_tail, solo, strapless_leotard, streaked_hair, wrist_cuffs, cleavage, closed_mouth, covered_navel, fake_tail, simple_background, white_background, aqua_bowtie, earpiece, headset, white_thighhighs, thighs, groin
3	13	样本0	样本1	样本2	样本3	样本4	1girl, bare_shoulders, blue_leotard, detached_collar, highleg_leotard, looking_at_viewer, official_alternate_costume, playboy_bunny, sitting, solo, strapless_leotard, wrist_cuffs, white_thighhighs, cleavage, closed_mouth, white_background, simple_background, thighs, blush, blue_bowtie, aqua_bowtie, covered_navel, large_breasts
4	5	样本0	样本1	样本2	样本3	样本4	1girl, aqua_bowtie, bare_shoulders, blue_leotard, detached_collar, headset, highleg_leotard, looking_at_viewer, official_alternate_costume, playboy_bunny, rabbit_tail, solo, strapless_leotard, cleavage, earpiece, fake_tail, holding_tray, official_alternate_hairstyle, wrist_cuffs, blue_hair, cowboy_shot, drinking_glass, microphone, streaked_hair, thighs, covered_navel, parted_lips
5	7	样本0	样本1	样本2	样本3	样本4	1girl, bare_shoulders, black_gloves, blue_ribbon, bun_cover, elbow_gloves, fingerless_gloves, hair_ribbon, highleg_leotard, looking_at_viewer, maid_headdress, short_hair, solo, black_leotard, blue_leotard, simple_background, white_background, closed_mouth, single_hair_bun, sleeveless_turtleneck_leotard, thighhighs, two-tone_leotard, ass, earpiece, small_breasts, thigh_boots, thigh_strap, thighs
6	76	样本0	样本1	样本2	样本3	样本4	1girl, maid_apron, maid_headdress, solo, blue_bowtie, white_apron, looking_at_viewer, short_hair, bun_cover, frilled_apron, black_gloves, fingerless_gloves, chest_harness, closed_mouth, black_dress, simple_background, single_hair_bun, white_background, elbow_gloves, pouch, earpiece, hair_ribbon, blue_ribbon, double_v, long_sleeves, sleeveless
7	30	样本0	样本1	样本2	样本3	样本4	1girl, solo, looking_at_viewer, collared_shirt, white_shirt, pleated_skirt, school_uniform, blush, long_sleeves, blue_hair, closed_mouth, black_skirt, blue_bowtie, white_background, simple_background, alternate_costume, streaked_hair, nail_polish, blue_cardigan, blue_nails
8	6	样本0	样本1	样本2	样本3	样本4	1girl, alternate_costume, bare_shoulders, looking_at_viewer, solo, blue_bikini, cleavage, halterneck, outdoors, thighs, blue_sky, blush, choker, cloud, collarbone, day, navel, beach, food, large_breasts, parted_lips, stomach

表格版本

#	样本数量	图像1	图像2	图像3	图像4	图像5	1girl	bare_shoulders	blue_leotard	closed_mouth	detached_collar	highleg_leotard	looking_at_viewer	official_alternate_costume	playboy_bunny	rabbit_tail	solo	strapless_leotard	white_thighhighs	thighs	cleavage	fake_tail	official_alternate_hairstyle	simple_background	white_background	sitting	aqua_bowtie	covered_navel	hand_up	headset	white_wrist_cuffs	bowtie	wrist_cuffs	blue_footwear	blush	earpiece	streaked_hair	cowboy_shot	groin	blue_bowtie	large_breasts	holding_tray	blue_hair	drinking_glass	microphone	parted_lips	black_gloves	blue_ribbon	bun_cover	elbow_gloves	fingerless_gloves	hair_ribbon	maid_headdress	short_hair	black_leotard	single_hair_bun	sleeveless_turtleneck_leotard	thighhighs	two-tone_leotard	ass	small_breasts	thigh_boots	thigh_strap	maid_apron	white_apron	frilled_apron	chest_harness	black_dress	pouch	double_v	long_sleeves	sleeveless	collared_shirt	white_shirt	pleated_skirt	school_uniform	black_skirt	alternate_costume	nail_polish	blue_cardigan	blue_nails	blue_bikini	halterneck	outdoors	blue_sky	choker	cloud	collarbone	day	navel	beach	food	stomach
0	9	样本0	样本1	样本2	样本3	样本4	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	5	样本0	样本1	样本2	样本3	样本4	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	9	样本0	样本1	样本2	样本3	样本4	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