CyberHarem/hayashimo_kantaicollection

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

# Dataset of hayashimo/早霜/早霜 (Kantai Collection)

This is the dataset of hayashimo/早霜/早霜 (Kantai Collection), containing 500 images and their tags.

The core tags of this character are `black_hair, long_hair, hair_over_one_eye, ribbon, very_long_hair, hair_ribbon, bow, brown_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 | 500 | 428.63 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hayashimo_kantaicollection/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 500 | 281.71 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hayashimo_kantaicollection/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 1071 | 558.06 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hayashimo_kantaicollection/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 500 | 390.21 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hayashimo_kantaicollection/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 1071 | 723.97 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hayashimo_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/hayashimo_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 | 11 |  |  |  |  |  | 1girl, solo, blush, looking_at_viewer, simple_background, sitting, white_background, barefoot, medium_breasts, navel, nude, purple_eyes, smile, bikini, yellow_eyes |
| 1 | 6 |  |  |  |  |  | 1girl, black_bra, black_panties, solo, looking_at_viewer, navel, simple_background, small_breasts, underwear_only, blush, white_background, cleavage |
| 2 | 6 |  |  |  |  |  | 1girl, blush, looking_at_viewer, open_shirt, solo, black_panties, large_breasts, open_mouth, purple_eyes, grey_pantyhose, navel, nipples, no_bra, smile, white_shirt, dakimakura_(medium), full_body, on_back, skirt |
| 3 | 19 |  |  |  |  |  | 1girl, bowtie, school_uniform, solo, white_shirt, long_sleeves, looking_at_viewer, purple_dress, halterneck, simple_background, white_background, white_ribbon, cowboy_shot |
| 4 | 9 |  |  |  |  |  | 1girl, bowtie, grey_pantyhose, looking_at_viewer, school_uniform, solo, white_shirt, lace-up_boots, simple_background, long_sleeves, white_background, full_body, skirt, smile |
| 5 | 5 |  |  |  |  |  | 1girl, bowtie, holding_umbrella, long_sleeves, looking_at_viewer, school_uniform, solo, white_shirt, rain, smile, sleeveless_dress, hydrangea, upper_body |
| 6 | 14 |  |  |  |  |  | 1girl, enmaided, solo, black_dress, maid_headdress, looking_at_viewer, simple_background, maid_apron, smile, white_apron, long_sleeves, white_background, frilled_apron, puffy_sleeves, twitter_username, blush, one-hour_drawing_challenge, breasts, dated, pantyhose, purple_eyes |
| 7 | 21 |  |  |  |  |  | playboy_bunny, 1girl, bowtie, detached_collar, fake_animal_ears, rabbit_ears, wrist_cuffs, solo, strapless_leotard, purple_leotard, looking_at_viewer, rabbit_tail, grey_pantyhose, simple_background, fishnet_pantyhose, adapted_costume, small_breasts, blush, cleavage, white_background |
| 8 | 7 |  |  |  |  |  | 1boy, 1girl, blush, hetero, penis, solo_focus, fellatio, medium_breasts, open_mouth, closed_eyes, mosaic_censoring, nipples, shirt, bowtie, breasts_out, cum_on_tongue, facial, male_pubic_hair |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | solo | blush | looking_at_viewer | simple_background | sitting | white_background | barefoot | medium_breasts | navel | nude | purple_eyes | smile | bikini | yellow_eyes | black_bra | black_panties | small_breasts | underwear_only | cleavage | open_shirt | large_breasts | open_mouth | grey_pantyhose | nipples | no_bra | white_shirt | dakimakura_(medium) | full_body | on_back | skirt | bowtie | school_uniform | long_sleeves | purple_dress | halterneck | white_ribbon | cowboy_shot | lace-up_boots | holding_umbrella | rain | sleeveless_dress | hydrangea | upper_body | enmaided | black_dress | maid_headdress | maid_apron | white_apron | frilled_apron | puffy_sleeves | twitter_username | one-hour_drawing_challenge | breasts | dated | pantyhose | playboy_bunny | detached_collar | fake_animal_ears | rabbit_ears | wrist_cuffs | strapless_leotard | purple_leotard | rabbit_tail | fishnet_pantyhose | adapted_costume | 1boy | hetero | penis | solo_focus | fellatio | closed_eyes | mosaic_censoring | shirt | breasts_out | cum_on_tongue | facial | male_pubic_hair |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------|:--------------------|:--------------------|:----------|:-------------------|:-----------|:-----------------|:--------|:-------|:--------------|:--------|:---------|:--------------|:------------|:----------------|:----------------|:-----------------|:-----------|:-------------|:----------------|:-------------|:-----------------|:----------|:---------|:--------------|:----------------------|:------------|:----------|:--------|:---------|:-----------------|:---------------|:---------------|:-------------|:---------------|:--------------|:----------------|:-------------------|:-------|:-------------------|:------------|:-------------|:-----------|:--------------|:-----------------|:-------------|:--------------|:----------------|:----------------|:-------------------|:-----------------------------|:----------|:--------|:------------|:----------------|:------------------|:-------------------|:--------------|:--------------|:--------------------|:-----------------|:--------------|:--------------------|:------------------|:-------|:---------|:--------|:-------------|:-----------|:--------------|:-------------------|:--------|:--------------|:----------------|:---------|:------------------|
| 0 | 11 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 6 |  |  |  |  |  | X | X | X | X | X | | X | | | X | | | | | | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 6 |  |  |  |  |  | X | X | X | X | | | | | | X | | X | X | | | | X | | | | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 19 |  |  |  |  |  | X | X | | X | X | | X | | | | | | | | | | | | | | | | | | | | X | | | | | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 9 |  |  |  |  |  | X | X | | X | X | | X | | | | | | X | | | | | | | | | | | X | | | X | | X | | X | X | X | X | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 5 | 5 |  |  |  |  |  | X | X | | X | | | | | | | | | X | | | | | | | | | | | | | | X | | | | | X | X | X | | | | | | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 6 | 14 |  |  |  |  |  | X | X | X | X | X | | X | | | | | X | X | | | | | | | | | | | | | | | | | | | | | X | | | | | | | | | | | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | |
| 7 | 21 |  |  |  |  |  | X | X | X | X | X | | X | | | | | | | | | | | X | | X | | | | X | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | |
| 8 | 7 |  |  |  |  |  | X | | X | | | | | | X | | | | | | | | | | | | | | X | | X | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | X | X | X | X | X | X |

This is the dataset of hayashimo/早霜/早霜 (Kantai Collection), containing 500 images and their tags. The core tags of this character are black_hair, long_hair, hair_over_one_eye, ribbon, very_long_hair, hair_ribbon, bow, brown_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. The dataset is available in multiple formats including raw data, images of various sizes, and cropped datasets, along with a list of clusters based on tag clustering, which may be useful for further analysis or mining of specific outfits or themes.

原始信息汇总

数据集概述

数据集信息

• 名称: Dataset of hayashimo/早霜/早霜 (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: 500张
• 核心标签: black_hair, long_hair, hair_over_one_eye, ribbon, very_long_hair, hair_ribbon, bow, brown_eyes

数据包列表

名称	图像数量	大小	类型	描述
raw	500	428.63 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	500	281.71 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	1071	558.06 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	500	390.21 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	1071	723.97 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	11		1girl, solo, blush, looking_at_viewer, simple_background, sitting, white_background, barefoot, medium_breasts, navel, nude, purple_eyes, smile, bikini, yellow_eyes
1	6		1girl, black_bra, black_panties, solo, looking_at_viewer, navel, simple_background, small_breasts, underwear_only, blush, white_background, cleavage
2	6		1girl, blush, looking_at_viewer, open_shirt, solo, black_panties, large_breasts, open_mouth, purple_eyes, grey_pantyhose, navel, nipples, no_bra, smile, white_shirt, dakimakura_(medium), full_body, on_back, skirt
3	19		1girl, bowtie, school_uniform, solo, white_shirt, long_sleeves, looking_at_viewer, purple_dress, halterneck, simple_background, white_background, white_ribbon, cowboy_shot
4	9		1girl, bowtie, grey_pantyhose, looking_at_viewer, school_uniform, solo, white_shirt, lace-up_boots, simple_background, long_sleeves, white_background, full_body, skirt, smile
5	5		1girl, bowtie, holding_umbrella, long_sleeves, looking_at_viewer, school_uniform, solo, white_shirt, rain, smile, sleeveless_dress, hydrangea, upper_body
6	14		1girl, enmaided, solo, black_dress, maid_headdress, looking_at_viewer, simple_background, maid_apron, smile, white_apron, long_sleeves, white_background, frilled_apron, puffy_sleeves, twitter_username, blush, one-hour_drawing_challenge, breasts, dated, pantyhose, purple_eyes
7	21		playboy_bunny, 1girl, bowtie, detached_collar, fake_animal_ears, rabbit_ears, wrist_cuffs, solo, strapless_leotard, purple_leotard, looking_at_viewer, rabbit_tail, grey_pantyhose, simple_background, fishnet_pantyhose, adapted_costume, small_breasts, blush, cleavage, white_background
8	7		1boy, 1girl, blush, hetero, penis, solo_focus, fellatio, medium_breasts, open_mouth, closed_eyes, mosaic_censoring, nipples, shirt, bowtie, breasts_out, cum_on_tongue, facial, male_pubic_hair