CyberHarem/minegumo_kantaicollection

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

# Dataset of minegumo (Kantai Collection)

This is the dataset of minegumo (Kantai Collection), containing 421 images and their tags.

The core tags of this character are `long_hair, braid, twin_braids, light_brown_hair, red_eyes, breasts, gradient_hair, multicolored_hair, brown_eyes, bow, red_bow, large_breasts, plaid_bow`, 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 | 421 | 404.36 MiB | [Download](https://huggingface.co/datasets/CyberHarem/minegumo_kantaicollection/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 421 | 254.92 MiB | [Download](https://huggingface.co/datasets/CyberHarem/minegumo_kantaicollection/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 960 | 536.08 MiB | [Download](https://huggingface.co/datasets/CyberHarem/minegumo_kantaicollection/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 421 | 367.63 MiB | [Download](https://huggingface.co/datasets/CyberHarem/minegumo_kantaicollection/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 960 | 709.24 MiB | [Download](https://huggingface.co/datasets/CyberHarem/minegumo_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/minegumo_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 | 13 |  |  |  |  |  | 1girl, arm_warmers, grey_skirt, looking_at_viewer, plaid_bowtie, pleated_skirt, red_bowtie, school_uniform, short_sleeves, simple_background, solo, suspender_skirt, white_shirt, cowboy_shot, smile, white_background, low_twin_braids, open_mouth, dated |
| 1 | 11 |  |  |  |  |  | 1girl, cleavage, solo, open_mouth, blue_bra, collarbone, looking_at_viewer, medium_breasts, navel, underwear_only, blue_panties, blush, cowboy_shot |
| 2 | 11 |  |  |  |  |  | 1girl, looking_at_viewer, solo, upper_body, blush, smile, turtleneck, brown_sweater, long_sleeves, simple_background, red_sweater, alternate_costume, white_background, low_twin_braids, one-hour_drawing_challenge |
| 3 | 8 |  |  |  |  |  | 1girl, dress, long_sleeves, solo, blush, black_pantyhose, simple_background, white_background, beans, brown_sweater, cloud_print, full_body, looking_at_viewer, masu, open_mouth, box, setsubun, shoes, smile, black_footwear, red_sweater |
| 4 | 24 |  |  |  |  |  | 1girl, solo, looking_at_viewer, blush, collarbone, simple_background, white_background, cleavage, open_mouth, cowboy_shot, bikini, one-hour_drawing_challenge, navel, twitter_username, blue_one-piece_swimsuit, smile |
| 5 | 10 |  |  |  |  |  | 1girl, looking_at_viewer, solo, white_apron, enmaided, frilled_apron, maid_headdress, waist_apron, simple_background, white_background, cowboy_shot, one-hour_drawing_challenge, cleavage, dated, red_bowtie, white_thighhighs, black_dress, low_twin_braids, skirt, white_shirt, wrist_cuffs |
| 6 | 6 |  |  |  |  |  | 1girl, alternate_costume, cheerleader, holding_pom_poms, midriff, navel, open_mouth, pleated_skirt, sleeveless_shirt, smile, solo, blush, looking_at_viewer, crop_top_overhang, simple_background, white_background, bike_shorts, black_shorts, cowboy_shot, one-hour_drawing_challenge, shorts_under_skirt, white_skirt |
| 7 | 5 |  |  |  |  |  | 1girl, cleavage, detached_collar, playboy_bunny, rabbit_ears, simple_background, strapless_leotard, white_background, black_leotard, brown_pantyhose, fake_animal_ears, looking_at_viewer, solo, wrist_cuffs, alternate_costume, blush, red_bowtie, artist_logo, black_pantyhose, dated, low_twin_braids, medium_breasts, open_mouth, rabbit_tail |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | arm_warmers | grey_skirt | looking_at_viewer | plaid_bowtie | pleated_skirt | red_bowtie | school_uniform | short_sleeves | simple_background | solo | suspender_skirt | white_shirt | cowboy_shot | smile | white_background | low_twin_braids | open_mouth | dated | cleavage | blue_bra | collarbone | medium_breasts | navel | underwear_only | blue_panties | blush | upper_body | turtleneck | brown_sweater | long_sleeves | red_sweater | alternate_costume | one-hour_drawing_challenge | dress | black_pantyhose | beans | cloud_print | full_body | masu | box | setsubun | shoes | black_footwear | bikini | twitter_username | blue_one-piece_swimsuit | white_apron | enmaided | frilled_apron | maid_headdress | waist_apron | white_thighhighs | black_dress | skirt | wrist_cuffs | cheerleader | holding_pom_poms | midriff | sleeveless_shirt | crop_top_overhang | bike_shorts | black_shorts | shorts_under_skirt | white_skirt | detached_collar | playboy_bunny | rabbit_ears | strapless_leotard | black_leotard | brown_pantyhose | fake_animal_ears | artist_logo | rabbit_tail |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------|:-------------|:--------------------|:---------------|:----------------|:-------------|:-----------------|:----------------|:--------------------|:-------|:------------------|:--------------|:--------------|:--------|:-------------------|:------------------|:-------------|:--------|:-----------|:-----------|:-------------|:-----------------|:--------|:-----------------|:---------------|:--------|:-------------|:-------------|:----------------|:---------------|:--------------|:--------------------|:-----------------------------|:--------|:------------------|:--------|:--------------|:------------|:-------|:------|:-----------|:--------|:-----------------|:---------|:-------------------|:--------------------------|:--------------|:-----------|:----------------|:-----------------|:--------------|:-------------------|:--------------|:--------|:--------------|:--------------|:-------------------|:----------|:-------------------|:--------------------|:--------------|:---------------|:---------------------|:--------------|:------------------|:----------------|:--------------|:--------------------|:----------------|:------------------|:-------------------|:--------------|:--------------|
| 0 | 13 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 11 |  |  |  |  |  | X | | | X | | | | | | | X | | | X | | | | X | | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 11 |  |  |  |  |  | X | | | X | | | | | | X | X | | | | X | X | X | | | | | | | | | | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 8 |  |  |  |  |  | X | | | X | | | | | | X | X | | | | X | X | | X | | | | | | | | | X | | | X | X | X | | | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 24 |  |  |  |  |  | X | | | X | | | | | | X | X | | | X | X | X | | X | | X | | X | | X | | | X | | | | | | | X | | | | | | | | | | | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 5 | 10 |  |  |  |  |  | X | | | X | | | X | | | X | X | | X | X | | X | X | | X | X | | | | | | | | | | | | | | X | | | | | | | | | | | | | | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | |
| 6 | 6 |  |  |  |  |  | X | | | X | | X | | | | X | X | | | X | X | X | | X | | | | | | X | | | X | | | | | | X | X | | | | | | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | X | X | X | | | | | | | | | |
| 7 | 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 |

原始信息汇总

数据集概述

数据集名称

Dataset of minegumo (Kantai Collection)

数据集描述

该数据集包含421张关于minegumo（舰队Collection）的图像及其标签。核心标签包括long_hair, braid, twin_braids, light_brown_hair, red_eyes, breasts, gradient_hair, multicolored_hair, brown_eyes, bow, red_bow, large_breasts, plaid_bow。

数据集大小

• 总图像数：421
• 数据集大小：404.36 MiB（原始数据）

数据集包列表

名称	图像数	大小	类型	描述
raw	421	404.36 MiB	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）。
800	421	254.92 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	960	536.08 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	421	367.63 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	960	709.24 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	图像示例	标签
0	13		1girl, arm_warmers, grey_skirt, looking_at_viewer, plaid_bowtie, pleated_skirt, red_bowtie, school_uniform, short_sleeves, simple_background, solo, suspender_skirt, white_shirt, cowboy_shot, smile, white_background, low_twin_braids, open_mouth, dated
1	11		1girl, cleavage, solo, open_mouth, blue_bra, collarbone, looking_at_viewer, medium_breasts, navel, underwear_only, blue_panties, blush, cowboy_shot
2	11		1girl, looking_at_viewer, solo, upper_body, blush, smile, turtleneck, brown_sweater, long_sleeves, simple_background, red_sweater, alternate_costume, white_background, low_twin_braids, one-hour_drawing_challenge
3	8		1girl, dress, long_sleeves, solo, blush, black_pantyhose, simple_background, white_background, beans, brown_sweater, cloud_print, full_body, looking_at_viewer, masu, open_mouth, box, setsubun, shoes, smile, black_footwear, red_sweater
4	24		1girl, solo, looking_at_viewer, blush, collarbone, simple_background, white_background, cleavage, open_mouth, cowboy_shot, bikini, one-hour_drawing_challenge, navel, twitter_username, blue_one-piece_swimsuit, smile
5	10		1girl, looking_at_viewer, solo, white_apron, enmaided, frilled_apron, maid_headdress, waist_apron, simple_background, white_background, cowboy_shot, one-hour_drawing_challenge, cleavage, dated, red_bowtie, white_thighhighs, black_dress, low_twin_braids, skirt, white_shirt, wrist_cuffs
6	6		1girl, alternate_costume, cheerleader, holding_pom_poms, midriff, navel, open_mouth, pleated_skirt, sleeveless_shirt, smile, solo, blush, looking_at_viewer, crop_top_overhang, simple_background, white_background, bike_shorts, black_shorts, cowboy_shot, one-hour_drawing_challenge, shorts_under_skirt, white_skirt
7	5		1girl, cleavage, detached_collar, playboy_bunny, rabbit_ears, simple_background, strapless_leotard, white_background, black_leotard, brown_pantyhose, fake_animal_ears, looking_at_viewer, solo, wrist_cuffs, alternate_costume, blush, red_bowtie, artist_logo, black_pantyhose, dated, low_twin_braids, medium_breasts, open_mouth, rabbit_tail