CyberHarem/shoukaku_kantaicollection

这是一个名为shoukaku/翔鶴 (Kantai Collection)的数据集，包含500张图片及其标签。图片从多个网站（如danbooru、pixiv、zerochan等）爬取，爬取系统由DeepGHS团队开发。数据集的核心标签包括`long_hair, hairband, white_hair, brown_eyes, headband, breasts`，这些标签在数据集中已被修剪。

原始信息汇总

数据集概述

数据集信息

• 名称: Dataset of shoukaku/翔鶴 (Kantai Collection)
• 描述: 包含500张图片及其标签，主题为Kantai Collection中的角色shoukaku/翔鶴。
• 核心标签: long_hair, hairband, white_hair, brown_eyes, headband, breasts
• 来源: 图片从多个网站爬取，如danbooru, pixiv, zerochan等。
• 许可证: MIT
• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 规模: n<1K

数据集包列表

名称	图片数量	大小	类型	描述
raw	500	655.07 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	390.95 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	1203	813.17 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	500	586.79 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	1203	1.09 GiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。

数据集加载

• 工具: 提供原始数据集（包括带标签的图片）供waifuc加载。

• 代码示例: python import os import zipfile from huggingface_hub import hf_hub_download from waifuc.source import LocalSource

  下载原始归档文件

  zip_file = hf_hub_download( repo_id=CyberHarem/shoukaku_kantaicollection, repo_type=dataset, filename=dataset-raw.zip, )

  提取文件到指定目录

  dataset_dir = dataset_dir os.makedirs(dataset_dir, exist_ok=True) with zipfile.ZipFile(zip_file, r) as zf: zf.extractall(dataset_dir)

  使用waifuc加载数据集

  source = LocalSource(dataset_dir) for item in source: print(item.image, item.meta[filename], item.meta[tags])

标签聚类结果

• 原始文本版本:

  #	样本数量	图片1	图片2	图片3	图片4	图片5	标签
  0	8						1girl, muneate, smile, solo, bow_(weapon), looking_at_viewer, skirt, white_background, arrow_(projectile), gloves, hakama, open_mouth
  1	13						1girl, bow_(weapon), japanese_clothes, muneate, smile, solo, skirt, thighhighs, thigh_boots, looking_at_viewer, grey_hair, gloves, blush, yellow_eyes
  2	5						1girl, bow_(weapon), gloves, japanese_clothes, muneate, skirt, solo, thigh_boots, thighhighs, yellow_eyes
  3	22						1girl, hakama_short_skirt, solo, looking_at_viewer, red_hakama, red_headband, smile, blush, cowboy_shot, tasuki, muneate, red_skirt, simple_background, open_mouth, twitter_username
  4	5						1girl, alternate_costume, kimono, looking_at_viewer, obi, smile, solo, blush, floral_print, wide_sleeves, alternate_hairstyle, new_year, open_mouth, ponytail, sitting, yellow_eyes
  5	6						1girl, cleavage, red_hairband, solo, white_bikini, cowboy_shot, large_breasts, looking_at_viewer, navel, red_headband, side-tie_bikini_bottom, smile, white_background
  6	7						1girl, solo, white_coat, black_pantyhose, red_hairband, red_sweater, smile, blush, long_sleeves, official_alternate_costume, red_headband, boots, looking_at_viewer, open_mouth, bag, full_body, gift_box, grey_skirt, holding_gift, pleated_skirt, ribbed_sweater, yellow_eyes
  7	12						1girl, christmas, santa_costume, santa_hat, solo, white_gloves, alternate_costume, black_pantyhose, belt, looking_at_viewer, red_capelet, large_breasts, red_dress, red_headwear, smile, fur-trimmed_dress, open_mouth, blush, cleavage, fur-trimmed_capelet

• 表格版本:

  #	样本数量	图片1	图片2	图片3	图片4	图片5	1girl	muneate	smile	solo	bow_(weapon)	looking_at_viewer	skirt	white_background	arrow_(projectile)	gloves	hakama	open_mouth	japanese_clothes	thighhighs	thigh_boots	grey_hair	blush	yellow_eyes	hakama_short_skirt	red_hakama	red_headband	cowboy_shot	tasuki	red_skirt	simple_background	twitter_username	alternate_costume	kimono	obi	floral_print	wide_sleeves	alternate_hairstyle	new_year	ponytail	sitting	cleavage	red_hairband	white_bikini	large_breasts	navel	side-tie_bikini_bottom	white_coat	black_pantyhose	red_sweater	long_sleeves	official_alternate_costume	boots	bag	full_body	gift_box	grey_skirt	holding_gift	pleated_skirt	ribbed_sweater	christmas	santa_costume	santa_hat	white_gloves	belt	red_capelet	red_dress	red_headwear	fur-trimmed_dress	fur-trimmed_capelet
  0	8						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	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	X	X	X	X	X	X	X	X	X	X	X	X	X	X