CyberHarem/colorado_kantaicollection

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

# Dataset of colorado (Kantai Collection)

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

The core tags of this character are `blonde_hair, short_hair, braid, blue_eyes, breasts, large_breasts, side_braids, hat, headgear, garrison_cap, grey_headwear`, 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 | 547.83 MiB | [Download](https://huggingface.co/datasets/CyberHarem/colorado_kantaicollection/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 500 | 332.38 MiB | [Download](https://huggingface.co/datasets/CyberHarem/colorado_kantaicollection/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 1203 | 725.16 MiB | [Download](https://huggingface.co/datasets/CyberHarem/colorado_kantaicollection/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 500 | 495.47 MiB | [Download](https://huggingface.co/datasets/CyberHarem/colorado_kantaicollection/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 1203 | 985.09 MiB | [Download](https://huggingface.co/datasets/CyberHarem/colorado_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/colorado_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, black_gloves, black_pantyhose, blue_necktie, capelet, elbow_gloves, grey_dress, open_mouth, pleated_dress, sideboob, sleeveless, solo, white_shirt, simple_background, smile, white_background, looking_at_viewer, cowboy_shot |
| 1 | 5 |  |  |  |  |  | 1girl, black_gloves, black_pantyhose, blue_necktie, cannon, capelet, elbow_gloves, grey_dress, looking_at_viewer, machinery, pleated_dress, rigging, sideboob, sleeveless, smile, solo, turret, white_shirt, open_mouth, hand_on_own_chest, star_(symbol) |
| 2 | 7 |  |  |  |  |  | 1girl, black_gloves, blue_necktie, capelet, elbow_gloves, sideboob, sleeveless, solo, white_shirt, dated, grey_dress, looking_at_viewer, one-hour_drawing_challenge, simple_background, upper_body, white_background, smile |
| 3 | 18 |  |  |  |  |  | detached_collar, fake_animal_ears, playboy_bunny, rabbit_ears, 1girl, solo, alternate_costume, strapless_leotard, wrist_cuffs, simple_background, white_background, rabbit_tail, black_pantyhose, blue_leotard, cowboy_shot, looking_at_viewer, open_mouth, blush, bowtie, cleavage, necktie, smile |
| 4 | 7 |  |  |  |  |  | 1girl, alternate_costume, looking_at_viewer, solo, simple_background, white_background, cleavage, collarbone, sweater, upper_body, long_sleeves, smile |
| 5 | 21 |  |  |  |  |  | 1girl, solo, blush, looking_at_viewer, collarbone, navel, simple_background, bikini, white_background, cleavage, cowboy_shot, smile |
| 6 | 15 |  |  |  |  |  | 1girl, solo, looking_at_viewer, cowboy_shot, open_mouth, competition_swimsuit, covered_navel, simple_background, blue_one-piece_swimsuit, collarbone, white_background, blush, dated, twitter_username, two-tone_swimsuit |
| 7 | 9 |  |  |  |  |  | sailor_dress, white_dress, blue_sailor_collar, cosplay, short_sleeves, 1girl, sailor_hat, simple_background, solo, white_background, white_headwear, blush, looking_at_viewer, cowboy_shot, white_gloves |
| 8 | 10 |  |  |  |  |  | 1girl, pleated_skirt, serafuku, solo, alternate_costume, looking_at_viewer, simple_background, white_background, blue_sailor_collar, cosplay, cowboy_shot, long_sleeves, open_mouth, blue_neckerchief, blue_skirt, blush, cleavage, white_sailor_collar, white_shirt, white_skirt |
| 9 | 5 |  |  |  |  |  | 1girl, black_panties, blush, crop_top, elbow_gloves, highleg_panties, serafuku, shimakaze_(kancolle)_(cosplay), solo, white_gloves, microskirt, navel, blue_sailor_collar, blue_skirt, collarbone, cowboy_shot, neckerchief, open_mouth, black_hairband, cleavage, looking_at_viewer, pleated_skirt |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | black_gloves | black_pantyhose | blue_necktie | capelet | elbow_gloves | grey_dress | open_mouth | pleated_dress | sideboob | sleeveless | solo | white_shirt | simple_background | smile | white_background | looking_at_viewer | cowboy_shot | cannon | machinery | rigging | turret | hand_on_own_chest | star_(symbol) | dated | one-hour_drawing_challenge | upper_body | detached_collar | fake_animal_ears | playboy_bunny | rabbit_ears | alternate_costume | strapless_leotard | wrist_cuffs | rabbit_tail | blue_leotard | blush | bowtie | cleavage | necktie | collarbone | sweater | long_sleeves | navel | bikini | competition_swimsuit | covered_navel | blue_one-piece_swimsuit | twitter_username | two-tone_swimsuit | sailor_dress | white_dress | blue_sailor_collar | cosplay | short_sleeves | sailor_hat | white_headwear | white_gloves | pleated_skirt | serafuku | blue_neckerchief | blue_skirt | white_sailor_collar | white_skirt | black_panties | crop_top | highleg_panties | shimakaze_(kancolle)_(cosplay) | microskirt | neckerchief | black_hairband |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:------------------|:---------------|:----------|:---------------|:-------------|:-------------|:----------------|:-----------|:-------------|:-------|:--------------|:--------------------|:--------|:-------------------|:--------------------|:--------------|:---------|:------------|:----------|:---------|:--------------------|:----------------|:--------|:-----------------------------|:-------------|:------------------|:-------------------|:----------------|:--------------|:--------------------|:--------------------|:--------------|:--------------|:---------------|:--------|:---------|:-----------|:----------|:-------------|:----------|:---------------|:--------|:---------|:-----------------------|:----------------|:--------------------------|:-------------------|:--------------------|:---------------|:--------------|:---------------------|:----------|:----------------|:-------------|:-----------------|:---------------|:----------------|:-----------|:-------------------|:-------------|:----------------------|:--------------|:----------------|:-----------|:------------------|:---------------------------------|:-------------|:--------------|:-----------------|
| 0 | 11 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 5 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | | X | | X | | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 7 |  |  |  |  |  | X | X | | X | X | X | X | | | X | X | X | X | X | X | X | X | | | | | | | | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 18 |  |  |  |  |  | X | | X | | | | | X | | | | X | | X | X | X | X | X | | | | | | | | | | X | X | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 5 | 21 |  |  |  |  |  | X | | | | | | | | | | | X | | X | X | X | X | X | | | | | | | | | | | | | | | | | | | X | | X | | X | | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 6 | 15 |  |  |  |  |  | X | | | | | | | X | | | | X | | X | | X | X | X | | | | | | | X | | | | | | | | | | | | X | | | | X | | | | | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | |
| 7 | 9 |  |  |  |  |  | X | | | | | | | | | | | X | | X | | X | X | X | | | | | | | | | | | | | | | | | | | X | | | | | | | | | | | | | | X | X | X | X | X | X | X | X | | | | | | | | | | | | | |
| 8 | 10 |  |  |  |  |  | X | | | | | | | X | | | | X | X | X | | X | X | X | | | | | | | | | | | | | | X | | | | | X | | X | | | | X | | | | | | | | | | X | X | | | | | X | X | X | X | X | X | | | | | | | |
| 9 | 5 |  |  |  |  |  | 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 Colorado (Kantai Collection)

数据集描述

该数据集包含500张图片及其标签，主题为Colorado（舰队Collection中的角色）。核心标签包括blonde_hair, short_hair, braid, blue_eyes, breasts, large_breasts, side_braids, hat, headgear, garrison_cap, grey_headwear。

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	500	547.83 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	500	332.38 MiB	IMG+TXT	短边不超过800像素的图片和文本数据
stage3-p480-800	1203	725.16 MiB	IMG+TXT	3阶段裁剪数据，区域不小于480x480像素
1200	500	495.47 MiB	IMG+TXT	短边不超过1200像素的图片和文本数据
stage3-p480-1200	1203	985.09 MiB	IMG+TXT	3阶段裁剪数据，区域不小于480x480像素

标签聚类结果

以下是标签聚类的结果，可能有助于挖掘某些服装：

原始文本版本

#	样本数	图片1	图片2	图片3	图片4	图片5	标签
0	11	[图片]	[图片]	[图片]	[图片]	[图片]	1girl, black_gloves, black_pantyhose, blue_necktie, capelet, elbow_gloves, grey_dress, open_mouth, pleated_dress, sideboob, sleeveless, solo, white_shirt, simple_background, smile, white_background, looking_at_viewer, cowboy_shot
1	5	[图片]	[图片]	[图片]	[图片]	[图片]	1girl, black_gloves, black_pantyhose, blue_necktie, cannon, capelet, elbow_gloves, grey_dress, looking_at_viewer, machinery, pleated_dress, rigging, sideboob, sleeveless, smile, solo, turret, white_shirt, open_mouth, hand_on_own_chest, star_(symbol)
2	7	[图片]	[图片]	[图片]	[图片]	[图片]	1girl, black_gloves, blue_necktie, capelet, elbow_gloves, sideboob, sleeveless, solo, white_shirt, dated, grey_dress, looking_at_viewer, one-hour_drawing_challenge, simple_background, upper_body, white_background, smile
3	18	[图片]	[图片]	[图片]	[图片]	[图片]	detached_collar, fake_animal_ears, playboy_bunny, rabbit_ears, 1girl, solo, alternate_costume, strapless_leotard, wrist_cuffs, simple_background, white_background, rabbit_tail, black_pantyhose, blue_leotard, cowboy_shot, looking_at_viewer, open_mouth, blush, bowtie, cleavage, necktie, smile
4	7	[图片]	[图片]	[图片]	[图片]	[图片]	1girl, alternate_costume, looking_at_viewer, solo, simple_background, white_background, cleavage, collarbone, sweater, upper_body, long_sleeves, smile
5	21	[图片]	[图片]	[图片]	[图片]	[图片]	1girl, solo, blush, looking_at_viewer, collarbone, navel, simple_background, bikini, white_background, cleavage, cowboy_shot, smile
6	15	[图片]	[图片]	[图片]	[图片]	[图片]	1girl, solo, looking_at_viewer, cowboy_shot, open_mouth, competition_swimsuit, covered_navel, simple_background, blue_one-piece_swimsuit, collarbone, white_background, blush, dated, twitter_username, two-tone_swimsuit
7	9	[图片]	[图片]	[图片]	[图片]	[图片]	sailor_dress, white_dress, blue_sailor_collar, cosplay, short_sleeves, 1girl, sailor_hat, simple_background, solo, white_background, white_headwear, blush, looking_at_viewer, cowboy_shot, white_gloves
8	10	[图片]	[图片]	[图片]	[图片]	[图片]	1girl, pleated_skirt, serafuku, solo, alternate_costume, looking_at_viewer, simple_background, white_background, blue_sailor_collar, cosplay, cowboy_shot, long_sleeves, open_mouth, blue_neckerchief, blue_skirt, blush, cleavage, white_sailor_collar, white_shirt, white_skirt
9	5	[图片]	[图片]	[图片]	[图片]	[图片]	1girl, black_panties, blush, crop_top, elbow_gloves, highleg_panties, serafuku, shimakaze_(kancolle)_(cosplay), solo, white_gloves, microskirt, navel, blue_sailor_collar, blue_skirt, collarbone, cowboy_shot, neckerchief, open_mouth, black_hairband, cleavage, looking_at_viewer, pleated_skirt

表格版本

#	样本数	图片1	图片2	图片3	图片4	图片5	1girl	black_gloves	black_pantyhose	blue_necktie	capelet	elbow_gloves	grey_dress	open_mouth	pleated_dress	sideboob	sleeveless	solo	white_shirt	simple_background	smile	white_background	looking_at_viewer	cowboy_shot	cannon	machinery	rigging	turret	hand_on_own_chest	star_(symbol)	dated	one-hour_drawing_challenge	upper_body	detached_collar	fake_animal_ears	playboy_bunny	rabbit_ears	alternate_costume	strapless_leotard	wrist_cuffs	rabbit_tail	blue_leotard	blush	bowtie	cleavage	necktie	collarbone	sweater	long_sleeves	navel	bikini	competition_swimsuit	covered_navel	blue_one-piece_swimsuit	twitter_username	two-tone_swimsuit	sailor_dress	white_dress	blue_sailor_collar	cosplay	short_sleeves	sailor_hat	white_headwear	white_gloves	pleated_skirt	serafuku	blue_neckerchief	blue_skirt	white_sailor_collar	white_skirt	black_panties	crop_top	highleg_panties	shimakaze_(kancolle)_(cosplay)	microskirt	neckerchief	black_hairband
0	11	[图片]	[图片]	[图片]	[图片]	[图片]	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
1	5	[图片]	[图片]	[图片]	[图片]	[图片]	X	X	X	X	X	X	X	X	X	X	X	X	X		X		X		X	X	X	X	X	X
2	7	[图片]	[图片]	[图片]	[图片]	[图片]	X	X		X	X	X	X			X	X	X	X	X	X	X	X								X	X	X
3	18	[图片]	[图片]	[图片]	[图片]	[图片]	X		X					X				X		X	X	X	X	X										X	X	X	X	X	X	X	X	X	X	X	X	X
4	7	[图片]	[图片]	[图片]	[图片]	[图片]	X											X		X	X	X	X										X					X							X		X	X	X
5	21	[图片]	[图片]	[图片]	[图片]	[图片]	X											X		X	X	X	X	X																			X		X		X			X	X