CyberHarem/ise_kantaicollection

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

# Dataset of ise/伊勢 (Kantai Collection)

This is the dataset of ise/伊勢 (Kantai Collection), containing 423 images and their tags.

The core tags of this character are `brown_hair, short_hair, brown_eyes, ponytail, ribbon, hair_ribbon, breasts, large_breasts`, 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 | 423 | 273.82 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ise_kantaicollection/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 423 | 211.56 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ise_kantaicollection/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 797 | 383.21 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ise_kantaicollection/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 423 | 261.78 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ise_kantaicollection/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 797 | 458.00 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ise_kantaicollection/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/ise_kantaicollection',
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 | 8 |  |  |  |  |  | 1girl, blush, looking_at_viewer, solo, open_mouth, skin_tight, sweat, twitter_username, japanese_clothes, upper_body, navel, simple_background |
| 1 | 12 |  |  |  |  |  | 1girl, japanese_clothes, solo, upper_body, looking_at_viewer, smile, white_background, simple_background, undershirt, blush |
| 2 | 8 |  |  |  |  |  | 1girl, japanese_clothes, looking_at_viewer, skirt, solo, smile, blush, undershirt |
| 3 | 6 |  |  |  |  |  | 1girl, japanese_clothes, katana, looking_at_viewer, skirt, solo, cannon, turret, machinery, smile, sheath |
| 4 | 6 |  |  |  |  |  | 1girl, cowboy_shot, hakama_short_skirt, looking_at_viewer, solo, undershirt, brown_skirt, open_mouth |
| 5 | 11 |  |  |  |  |  | 1girl, katana, solo, undershirt, hakama_short_skirt, sandals, full_body, kneehighs, nontraditional_miko, black_hakama, black_skirt, machinery, red_ribbon, rigging, turret, white_headband, flight_deck, holding_sword, white_background, wide_sleeves, arrow_(projectile), cannon, hachimaki, simple_background, standing, bow_(weapon), quiver |
| 6 | 14 |  |  |  |  |  | 2girls, japanese_clothes, skirt, smile, solo_focus, undershirt, open_mouth, sitting, looking_at_viewer |
| 7 | 8 |  |  |  |  |  | 1girl, blush, solo, navel, shirt_lift, nipples, smile, white_panties, looking_at_viewer, open_mouth, simple_background, white_background |
| 8 | 6 |  |  |  |  |  | 1girl, detached_collar, pantyhose, playboy_bunny, solo, wrist_cuffs, bowtie, fake_animal_ears, looking_at_viewer, rabbit_ears, cleavage, rabbit_tail, simple_background, smile, tray, white_background, bare_shoulders, black_leotard, blush, strapless_leotard |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | blush | looking_at_viewer | solo | open_mouth | skin_tight | sweat | twitter_username | japanese_clothes | upper_body | navel | simple_background | smile | white_background | undershirt | skirt | katana | cannon | turret | machinery | sheath | cowboy_shot | hakama_short_skirt | brown_skirt | sandals | full_body | kneehighs | nontraditional_miko | black_hakama | black_skirt | red_ribbon | rigging | white_headband | flight_deck | holding_sword | wide_sleeves | arrow_(projectile) | hachimaki | standing | bow_(weapon) | quiver | 2girls | solo_focus | sitting | shirt_lift | nipples | white_panties | detached_collar | pantyhose | playboy_bunny | wrist_cuffs | bowtie | fake_animal_ears | rabbit_ears | cleavage | rabbit_tail | tray | bare_shoulders | black_leotard | strapless_leotard |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:--------------------|:-------|:-------------|:-------------|:--------|:-------------------|:-------------------|:-------------|:--------|:--------------------|:--------|:-------------------|:-------------|:--------|:---------|:---------|:---------|:------------|:---------|:--------------|:---------------------|:--------------|:----------|:------------|:------------|:----------------------|:---------------|:--------------|:-------------|:----------|:-----------------|:--------------|:----------------|:---------------|:---------------------|:------------|:-----------|:---------------|:---------|:---------|:-------------|:----------|:-------------|:----------|:----------------|:------------------|:------------|:----------------|:--------------|:---------|:-------------------|:--------------|:-----------|:--------------|:-------|:-----------------|:----------------|:--------------------|
| 0 | 8 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 12 |  |  |  |  |  | X | X | X | X | | | | | X | X | | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 8 |  |  |  |  |  | X | X | X | X | | | | | X | | | | X | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 6 |  |  |  |  |  | X | | X | X | | | | | X | | | | X | | | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 6 |  |  |  |  |  | X | | X | X | X | | | | | | | | | | X | | | | | | | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 5 | 11 |  |  |  |  |  | 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 | 14 |  |  |  |  |  | | | X | | X | | | | X | | | | X | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | X | X | X | | | | | | | | | | | | | | | | |
| 7 | 8 |  |  |  |  |  | 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 |

原始信息汇总

数据集概述

数据集基本信息

• 名称: Dataset of ise/伊勢 (Kantai Collection)
• 许可证: MIT
• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 大小类别: n<1K

数据集内容

• 图像数量: 423张
• 核心标签: brown_hair, short_hair, brown_eyes, ponytail, ribbon, hair_ribbon, breasts, large_breasts

数据集包列表

名称	图像数量	大小	类型	描述
raw	423	273.82 MiB	Waifuc-Raw	原始数据，包含元信息（最小边对齐到1400像素，如果更大）
800	423	211.56 MiB	IMG+TXT	短边不超过800像素的数据集
stage3-p480-800	797	383.21 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素
1200	423	261.78 MiB	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	797	458.00 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素

标签聚类结果

原始文本版本

#	样本数量	图像示例	标签
0	8		1girl, blush, looking_at_viewer, solo, open_mouth, skin_tight, sweat, twitter_username, japanese_clothes, upper_body, navel, simple_background
1	12		1girl, japanese_clothes, solo, upper_body, looking_at_viewer, smile, white_background, simple_background, undershirt, blush
2	8		1girl, japanese_clothes, looking_at_viewer, skirt, solo, smile, blush, undershirt
3	6		1girl, japanese_clothes, katana, looking_at_viewer, skirt, solo, cannon, turret, machinery, smile, sheath
4	6		1girl, cowboy_shot, hakama_short_skirt, looking_at_viewer, solo, undershirt, brown_skirt, open_mouth
5	11		1girl, katana, solo, undershirt, hakama_short_skirt, sandals, full_body, kneehighs, nontraditional_miko, black_hakama, black_skirt, machinery, red_ribbon, rigging, white_headband, flight_deck, holding_sword, white_background, wide_sleeves, arrow_(projectile), cannon, hachimaki, simple_background, standing, bow_(weapon), quiver
6	14		2girls, japanese_clothes, skirt, smile, solo_focus, undershirt, open_mouth, sitting, looking_at_viewer
7	8		1girl, blush, solo, navel, shirt_lift, nipples, smile, white_panties, looking_at_viewer, open_mouth, simple_background, white_background
8	6		1girl, detached_collar, pantyhose, playboy_bunny, solo, wrist_cuffs, bowtie, fake_animal_ears, looking_at_viewer, rabbit_ears, cleavage, rabbit_tail, simple_background, smile, tray, white_background, bare_shoulders, black_leotard, blush, strapless_leotard

表格版本

#	样本数量	图像示例	1girl	blush	looking_at_viewer	solo	open_mouth	skin_tight	sweat	twitter_username	japanese_clothes	upper_body	navel	simple_background	smile	white_background	undershirt	skirt	katana	cannon	turret	machinery	sheath	cowboy_shot	hakama_short_skirt	brown_skirt	sandals	full_body	kneehighs	nontraditional_miko	black_hakama	black_skirt	red_ribbon	rigging	white_headband	flight_deck	holding_sword	wide_sleeves	arrow_(projectile)	hachimaki	standing	bow_(weapon)	quiver	2girls	solo_focus	sitting	shirt_lift	nipples	white_panties	detached_collar	pantyhose	playboy_bunny	wrist_cuffs	bowtie	fake_animal_ears	rabbit_ears	cleavage	rabbit_tail	tray	bare_shoulders	black_leotard	strapless_leotard
0	8		X	X	X	X	X	X	X	X	X	X	X	X
1	12		X	X	X	X					X	X		X	X	X	X
2	8		X	X	X	X					X				X		X	X
3	6		X		X	X					X				X			X	X	X	X	X	X
4	6		X		X	X	X										X							X	X	X
5	11		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	14				X		X				X				X		X	X																										X	X	X
7	8		X	X	X	X	X						X	X	X	X																															X
8	6		X	X	X	X	X						X	X	X	X																															X