CyberHarem/nachi_kantaicollection

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

# Dataset of nachi/那智/那智 (Kantai Collection)

This is the dataset of nachi/那智/那智 (Kantai Collection), containing 415 images and their tags.

The core tags of this character are `long_hair, side_ponytail, black_hair, brown_eyes, very_long_hair, 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 | 415 | 349.00 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nachi_kantaicollection/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 415 | 236.64 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nachi_kantaicollection/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 898 | 465.80 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nachi_kantaicollection/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 415 | 322.54 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nachi_kantaicollection/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 898 | 593.83 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nachi_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/nachi_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 | 5 |  |  |  |  |  | 1girl, black_skirt, cowboy_shot, looking_at_viewer, pencil_skirt, solo, white_gloves, white_pantyhose, simple_background, white_background, hand_on_hip, military_uniform, long_sleeves |
| 1 | 10 |  |  |  |  |  | 1girl, elbow_gloves, solo, skirt, white_gloves, brown_hair, white_pantyhose, looking_at_viewer, turret |
| 2 | 23 |  |  |  |  |  | military_uniform, 1girl, hair_between_eyes, solo, upper_body, white_gloves, simple_background, looking_at_viewer, long_sleeves, white_background, jacket, blush |
| 3 | 6 |  |  |  |  |  | 1girl, solo, upper_body, white_shirt, collared_shirt, hair_between_eyes, blush, dress_shirt, long_sleeves, looking_at_viewer, simple_background, smile, white_background |
| 4 | 12 |  |  |  |  |  | 1girl, playboy_bunny, solo, fake_animal_ears, rabbit_ears, detached_collar, cleavage, blush, large_breasts, looking_at_viewer, rabbit_tail, simple_background, wrist_cuffs, black_pantyhose, hair_between_eyes, strapless_leotard, cowboy_shot, necktie |
| 5 | 6 |  |  |  |  |  | 1girl, navel, solo, black_bikini, blush, looking_at_viewer, cleavage, large_breasts, smile, dated, gloves, simple_background |
| 6 | 5 |  |  |  |  |  | 1girl, alternate_costume, solo, yukata, looking_at_viewer, obi, twitter_username, fireworks, floral_print, one-hour_drawing_challenge, purple_kimono, upper_body |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | black_skirt | cowboy_shot | looking_at_viewer | pencil_skirt | solo | white_gloves | white_pantyhose | simple_background | white_background | hand_on_hip | military_uniform | long_sleeves | elbow_gloves | skirt | brown_hair | turret | hair_between_eyes | upper_body | jacket | blush | white_shirt | collared_shirt | dress_shirt | smile | playboy_bunny | fake_animal_ears | rabbit_ears | detached_collar | cleavage | large_breasts | rabbit_tail | wrist_cuffs | black_pantyhose | strapless_leotard | necktie | navel | black_bikini | dated | gloves | alternate_costume | yukata | obi | twitter_username | fireworks | floral_print | one-hour_drawing_challenge | purple_kimono |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------|:--------------|:--------------------|:---------------|:-------|:---------------|:------------------|:--------------------|:-------------------|:--------------|:-------------------|:---------------|:---------------|:--------|:-------------|:---------|:--------------------|:-------------|:---------|:--------|:--------------|:-----------------|:--------------|:--------|:----------------|:-------------------|:--------------|:------------------|:-----------|:----------------|:--------------|:--------------|:------------------|:--------------------|:----------|:--------|:---------------|:--------|:---------|:--------------------|:---------|:------|:-------------------|:------------|:---------------|:-----------------------------|:----------------|
| 0 | 5 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 10 |  |  |  |  |  | X | | | X | | X | X | X | | | | | | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 23 |  |  |  |  |  | X | | | X | | X | X | | X | X | | X | X | | | | | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 6 |  |  |  |  |  | X | | | X | | X | | | X | X | | | X | | | | | X | X | | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 12 |  |  |  |  |  | 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 | | | | | | | | |
| 6 | 5 |  |  |  |  |  | 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 nachi/那智/那智 (Kantai Collection)

数据集描述

该数据集包含415张图片及其标签，主要描述角色nachi/那智/那智（舰队收藏）。核心标签包括long_hair, side_ponytail, black_hair, brown_eyes, very_long_hair, breasts。

数据集来源

图片从多个网站（如danbooru, pixiv, zerochan等）爬取，爬虫系统由DeepGHS Team开发。

数据集包列表

名称	图片数量	大小	类型	描述
raw	415	349.00 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	415	236.64 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	898	465.80 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	415	322.54 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	898	593.83 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	图片示例	标签
0	5		1girl, black_skirt, cowboy_shot, looking_at_viewer, pencil_skirt, solo, white_gloves, white_pantyhose, simple_background, white_background, hand_on_hip, military_uniform, long_sleeves
1	10		1girl, elbow_gloves, solo, skirt, white_gloves, brown_hair, white_pantyhose, looking_at_viewer, turret
2	23		military_uniform, 1girl, hair_between_eyes, solo, upper_body, white_gloves, simple_background, looking_at_viewer, long_sleeves, white_background, jacket, blush
3	6		1girl, solo, upper_body, white_shirt, collared_shirt, hair_between_eyes, blush, dress_shirt, long_sleeves, looking_at_viewer, simple_background, smile, white_background
4	12		1girl, playboy_bunny, solo, fake_animal_ears, rabbit_ears, detached_collar, cleavage, large_breasts, looking_at_viewer, rabbit_tail, simple_background, wrist_cuffs, black_pantyhose, hair_between_eyes, strapless_leotard, cowboy_shot, necktie
5	6		1girl, navel, solo, black_bikini, blush, looking_at_viewer, cleavage, large_breasts, smile, dated, gloves, simple_background
6	5		1girl, alternate_costume, solo, yukata, looking_at_viewer, obi, twitter_username, fireworks, floral_print, one-hour_drawing_challenge, purple_kimono, upper_body

表格版本

#	样本数量	图片示例	1girl	black_skirt	cowboy_shot	looking_at_viewer	pencil_skirt	solo	white_gloves	white_pantyhose	simple_background	white_background	hand_on_hip	military_uniform	long_sleeves	elbow_gloves	skirt	brown_hair	turret	hair_between_eyes	upper_body	jacket	blush	white_shirt	collared_shirt	dress_shirt	smile	playboy_bunny	fake_animal_ears	rabbit_ears	detached_collar	cleavage	large_breasts	rabbit_tail	wrist_cuffs	black_pantyhose	strapless_leotard	necktie	navel	black_bikini	dated	gloves	alternate_costume	yukata	obi	twitter_username	fireworks	floral_print	one-hour_drawing_challenge	purple_kimono
0	5		X	X	X	X	X	X	X	X	X	X	X	X	X