CyberHarem/mamiya_kantaicollection

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

# Dataset of mamiya/間宮 (Kantai Collection)

This is the dataset of mamiya/間宮 (Kantai Collection), containing 475 images and their tags.

The core tags of this character are `brown_hair, long_hair, ribbon, hair_ornament, hairclip, hair_ribbon, breasts, ahoge, large_breasts, red_eyes, purple_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 | 475 | 453.47 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mamiya_kantaicollection/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 475 | 297.25 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mamiya_kantaicollection/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 1091 | 611.19 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mamiya_kantaicollection/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 475 | 414.08 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mamiya_kantaicollection/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 1091 | 794.94 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mamiya_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/mamiya_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 | 17 |  |  |  |  |  | serafuku, 1girl, alternate_costume, solo, red_neckerchief, long_sleeves, looking_at_viewer, pleated_skirt, simple_background, open_mouth, smile, blue_sailor_collar, white_background, blue_skirt, black_skirt, shoes, white_shirt |
| 1 | 12 |  |  |  |  |  | 1girl, simple_background, smile, solo, kappougi, looking_at_viewer, white_background, pink_shirt, upper_body, one-hour_drawing_challenge, open_mouth, twitter_username |
| 2 | 6 |  |  |  |  |  | 1girl, kappougi, smile, hair_bow, ponytail, solo, brown_eyes, open_mouth, looking_at_viewer |
| 3 | 5 |  |  |  |  |  | 1girl, kappougi, looking_at_viewer, solo, hair_bow, ice_cream, open_mouth, twitter_username, :d, blush, tray |
| 4 | 7 |  |  |  |  |  | 1girl, black_bra, cleavage, looking_at_viewer, simple_background, smile, solo, white_background, blush, twitter_username, collarbone, ponytail, upper_body, long_sleeves, open_shirt, pink_shirt, closed_mouth, one-hour_drawing_challenge, red_ribbon |
| 5 | 6 |  |  |  |  |  | 1girl, looking_at_viewer, simple_background, solo, blush, nipples, nude, smile, white_background, collarbone, navel, heart, huge_breasts, upper_body |
| 6 | 30 |  |  |  |  |  | 1girl, solo, black_bikini, looking_at_viewer, frilled_bikini, smile, cleavage, blush, navel, simple_background, white_background, collarbone, twitter_username, cowboy_shot, red_ribbon |
| 7 | 11 |  |  |  |  |  | 1boy, 1girl, blush, hetero, nipples, solo_focus, vaginal, navel, open_mouth, girl_on_top, penis, sweat, bar_censor, bow, cowgirl_position, happy_sex, huge_breasts, pov, smile, completely_nude, cum_in_pussy, heart, female_pubic_hair, mosaic_censoring, spread_legs |
| 8 | 14 |  |  |  |  |  | 1girl, looking_at_viewer, playboy_bunny, rabbit_ears, solo, wrist_cuffs, cleavage, detached_collar, strapless_leotard, fake_animal_ears, rabbit_tail, cowboy_shot, tray, simple_background, black_pantyhose, red_bowtie, white_background, brown_pantyhose, food |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | serafuku | 1girl | alternate_costume | solo | red_neckerchief | long_sleeves | looking_at_viewer | pleated_skirt | simple_background | open_mouth | smile | blue_sailor_collar | white_background | blue_skirt | black_skirt | shoes | white_shirt | kappougi | pink_shirt | upper_body | one-hour_drawing_challenge | twitter_username | hair_bow | ponytail | brown_eyes | ice_cream | :d | blush | tray | black_bra | cleavage | collarbone | open_shirt | closed_mouth | red_ribbon | nipples | nude | navel | heart | huge_breasts | black_bikini | frilled_bikini | cowboy_shot | 1boy | hetero | solo_focus | vaginal | girl_on_top | penis | sweat | bar_censor | bow | cowgirl_position | happy_sex | pov | completely_nude | cum_in_pussy | female_pubic_hair | mosaic_censoring | spread_legs | playboy_bunny | rabbit_ears | wrist_cuffs | detached_collar | strapless_leotard | fake_animal_ears | rabbit_tail | black_pantyhose | red_bowtie | brown_pantyhose | food |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:-----------|:--------|:--------------------|:-------|:------------------|:---------------|:--------------------|:----------------|:--------------------|:-------------|:--------|:---------------------|:-------------------|:-------------|:--------------|:--------|:--------------|:-----------|:-------------|:-------------|:-----------------------------|:-------------------|:-----------|:-----------|:-------------|:------------|:-----|:--------|:-------|:------------|:-----------|:-------------|:-------------|:---------------|:-------------|:----------|:-------|:--------|:--------|:---------------|:---------------|:-----------------|:--------------|:-------|:---------|:-------------|:----------|:--------------|:--------|:--------|:-------------|:------|:-------------------|:------------|:------|:------------------|:---------------|:--------------------|:-------------------|:--------------|:----------------|:--------------|:--------------|:------------------|:--------------------|:-------------------|:--------------|:------------------|:-------------|:------------------|:-------|
| 0 | 17 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 12 |  |  |  |  |  | | X | | X | | | X | | X | X | X | | X | | | | | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 6 |  |  |  |  |  | | X | | X | | | X | | | X | X | | | | | | | X | | | | | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 5 |  |  |  |  |  | | X | | X | | | X | | | X | | | | | | | | X | | | | X | X | | | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 7 |  |  |  |  |  | | X | | X | | X | X | | X | | X | | X | | | | | | X | X | X | X | | X | | | | X | | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 5 | 6 |  |  |  |  |  | | X | | X | | | X | | X | | X | | X | | | | | | | X | | | | | | | | X | | | | X | | | | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 6 | 30 |  |  |  |  |  | | X | | X | | | X | | X | | X | | X | | | | | | | | | X | | | | | | X | | | X | X | | | X | | | X | | | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 7 | 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 | | | | | | | | | | | |
| 8 | 14 |  |  |  |  |  | | 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 mamiya/間宮 (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
• 图像数量: 475
• 核心标签: brown_hair, long_hair, ribbon, hair_ornament, hairclip, hair_ribbon, breasts, ahoge, large_breasts, red_eyes, purple_eyes

数据集包列表

名称	图像数量	大小	类型	描述
raw	475	453.47 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	475	297.25 MiB	IMG+TXT	短边不超过800像素的数据集
stage3-p480-800	1091	611.19 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素
1200	475	414.08 MiB	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	1091	794.94 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	17		serafuku, 1girl, alternate_costume, solo, red_neckerchief, long_sleeves, looking_at_viewer, pleated_skirt, simple_background, open_mouth, smile, blue_sailor_collar, white_background, blue_skirt, black_skirt, shoes, white_shirt
1	12		1girl, simple_background, smile, solo, kappougi, looking_at_viewer, white_background, pink_shirt, upper_body, one-hour_drawing_challenge, open_mouth, twitter_username
2	6		1girl, kappougi, smile, hair_bow, ponytail, solo, brown_eyes, open_mouth, looking_at_viewer
3	5		1girl, kappougi, looking_at_viewer, solo, hair_bow, ice_cream, open_mouth, twitter_username, :d, blush, tray
4	7		1girl, black_bra, cleavage, looking_at_viewer, simple_background, smile, solo, white_background, blush, twitter_username, collarbone, ponytail, upper_body, long_sleeves, open_shirt, pink_shirt, closed_mouth, one-hour_drawing_challenge, red_ribbon
5	6		1girl, looking_at_viewer, simple_background, solo, blush, nipples, nude, smile, white_background, collarbone, navel, heart, huge_breasts, upper_body
6	30		1girl, solo, black_bikini, looking_at_viewer, frilled_bikini, smile, cleavage, blush, navel, simple_background, white_background, collarbone, twitter_username, cowboy_shot, red_ribbon
7	11		1boy, 1girl, blush, hetero, nipples, solo_focus, vaginal, navel, open_mouth, girl_on_top, penis, sweat, bar_censor, bow, cowgirl_position, happy_sex, huge_breasts, pov, smile, completely_nude, cum_in_pussy, heart, female_pubic_hair, mosaic_censoring, spread_legs
8	14		1girl, looking_at_viewer, playboy_bunny, rabbit_ears, solo, wrist_cuffs, cleavage, detached_collar, strapless_leotard, fake_animal_ears, rabbit_tail, cowboy_shot, tray, simple_background, black_pantyhose, red_bowtie, white_background, brown_pantyhose, food