CyberHarem/sendai_kantaicollection

这是一个名为sendai/川内/川内 (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two_side_up, brown_eyes, short_hair, brown_hair, hair_ornament, bangs, black_hair，这些标签在数据集中被修剪。

原始信息汇总

数据集概述

数据集名称

Dataset of sendai/川内/川内 (Kantai Collection)

数据集描述

该数据集包含500张图像及其标签，主题为Kantai Collection中的sendai/川内/川内角色。核心标签包括two_side_up, brown_eyes, short_hair, brown_hair, hair_ornament, bangs, black_hair。

数据集来源

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

数据集包列表

名称	图像数量	大小	类型	描述
raw	500	567.54 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	362.20 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	1248	764.22 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	500	516.67 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	1248	1005.00 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。

数据集加载

提供原始数据集（包括带标签的图像）用于waifuc加载。示例代码如下： 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/sendai_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

列出了标签聚类结果，可能有助于挖掘某些服装。

原始文本版本

#	Samples	Img-1	Img-2	Img-3	Img-4	Img-5	Tags
0	12						1girl, elbow_gloves, solo, serafuku, smile, torpedo, white_scarf, looking_at_viewer, skirt, fingerless_gloves, single_thighhigh
1	7						1girl, double-breasted, elbow_gloves, serafuku, solo, fingerless_gloves, looking_at_viewer, smile, white_scarf, black_gloves, blush, skirt
2	5						1girl, black_gloves, black_neckerchief, double-breasted, elbow_gloves, serafuku, smile, solo, upper_body, white_scarf, fingerless_gloves, looking_at_viewer, simple_background, white_background, blush, white_sailor_collar, hair_between_eyes, open_mouth
3	6						1girl, black_gloves, black_neckerchief, black_skirt, black_thighhighs, cowboy_shot, double-breasted, elbow_gloves, fingerless_gloves, looking_at_viewer, serafuku, single_thighhigh, solo, white_scarf, pleated_skirt, smile, open_mouth
4	5						1girl, elbow_gloves, serafuku, solo, looking_at_viewer, open_mouth, :d, black_gloves, pleated_skirt, blush, neckerchief
5	5						1girl, alternate_costume, looking_at_viewer, school_uniform, solo, :d, blush, hair_between_eyes, long_sleeves, open_mouth, pleated_skirt, red_bowtie, simple_background, twitter_username, white_scarf, black_jacket, blazer, blue_skirt, cardigan, cowboy_shot, grey_skirt, holding_food, open_clothes, plaid, white_background, white_shirt
6	18						1girl, alternate_costume, kimono, looking_at_viewer, solo, smile, hair_between_eyes, obi, wide_sleeves, blush, long_sleeves, floral_print, open_mouth

表格版本

#	Samples	Img-1	Img-2	Img-3	Img-4	Img-5	1girl	elbow_gloves	solo	serafuku	smile	torpedo	white_scarf	looking_at_viewer	skirt	fingerless_gloves	single_thighhigh	double-breasted	black_gloves	blush	black_neckerchief	upper_body	simple_background	white_background	white_sailor_collar	hair_between_eyes	open_mouth	black_skirt	black_thighhighs	cowboy_shot	pleated_skirt	:d	neckerchief	alternate_costume	school_uniform	long_sleeves	red_bowtie	twitter_username	black_jacket	blazer	blue_skirt	cardigan	grey_skirt	holding_food	open_clothes	plaid	white_shirt	kimono	obi	wide_sleeves	floral_print
0	12						X	X	X	X	X	X	X	X	X	X	X
1	7						X	X	X	X	X		X	X	X	X		X	X	X
2	5						X	X	X	X	X		X	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	X	X	X	X
4	5						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	X	X	X	X	X	X	X	X	X	X	X	X	X
6	18						X		X		X			X						X						X	X							X		X												X	X	X	X