CyberHarem/kumano_kantaicollection

这是一个名为kumano/熊野/熊野 (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团队提供支持。数据集的核心标签包括`brown_hair, long_hair, ponytail, blue_eyes, hair_ornament`，这些标签在数据集中被修剪。数据集提供了不同版本的下载链接，包括原始数据、不同分辨率的图片以及经过裁剪的版本。此外，还提供了如何使用waifuc加载原始数据集的示例代码。最后，README还列出了标签聚类结果的列表，展示了不同聚类中的图片样本及其相关标签。

原始信息汇总

数据集概述

数据集名称

Dataset of kumano/熊野/熊野 (Kantai Collection)

数据集描述

该数据集包含500张图片及其标签，主要围绕角色kumano/熊野/熊野（舰队收藏）。核心标签包括brown_hair, long_hair, ponytail, blue_eyes, hair_ornament。

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提供支持。

数据集包列表

名称	图片数量	大小	下载链接	类型	描述
raw	500	521.51 MiB	Download	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	336.58 MiB	Download	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	1197	711.79 MiB	Download	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	500	479.23 MiB	Download	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	1197	943.57 MiB	Download	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。

数据集加载

提供了原始数据集（包括带标签的图片）供waifuc加载。加载代码如下：

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/kumano_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

提供了标签聚类结果，可能有助于挖掘某些服装。

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	9						1girl, solo, looking_at_viewer, cowboy_shot, simple_background, white_background, breasts, green_eyes, competition_swimsuit, navel, smile, white_bikini
1	9						1girl, blush, looking_at_viewer, solo, collarbone, cowboy_shot, hair_between_eyes, navel, simple_background, small_breasts, white_background, white_panties, underwear_only
2	5						1girl, day, looking_at_viewer, navel, outdoors, solo, beach, cloud, cowboy_shot, medium_breasts, ocean, small_breasts, smile, blue_sky, collarbone, one-piece_swimsuit, slingshot_swimsuit, white_bikini
3	17						1girl, brown_jacket, brown_skirt, pleated_skirt, school_uniform, blazer, frilled_skirt, red_bowtie, solo, shirt, smile, cowboy_shot, long_sleeves, brown_cardigan, simple_background, white_background, brown_thighhighs, open_mouth, hair_between_eyes, ribbon
4	6						1girl, blazer, brown_jacket, brown_skirt, pleated_skirt, school_uniform, solo, cowboy_shot, looking_at_viewer, red_bowtie, simple_background, white_background, brown_cardigan, frilled_skirt, green_eyes, dated, one-hour_drawing_challenge, smile
5	13						1girl, brown_jacket, red_bowtie, school_uniform, solo, upper_body, blazer, simple_background, white_background, smile, brown_cardigan, looking_at_viewer, green_eyes, hair_between_eyes, one-hour_drawing_challenge, open_mouth
6	6						1girl, ascot, brown_thighhighs, pleated_skirt, school_uniform, solo, white_background, blazer, blush, brown_skirt, looking_at_viewer, simple_background, long_sleeves, open_mouth, sitting, smile, shirt
7	9						2girls, blazer, brown_jacket, red_bowtie, school_uniform, white_background, simple_background, brown_cardigan, brown_skirt, open_mouth, pleated_skirt, shirt, solo_focus, upper_body, blush, green_eyes, green_hair, smile
8	6						1girl, aqua_eyes, school_uniform, skirt, solo, thighhighs, turret, looking_at_viewer, smile, blush, open_mouth
9	8						blue_bowtie, collared_shirt, school_uniform, white_shirt, black_jacket, black_skirt, blazer, long_sleeves, pleated_skirt, smile, 1girl, open_mouth, sweater_vest, blush, hair_between_eyes, hair_ribbon, outdoors, solo_focus, 2girls, kneehighs, official_alternate_costume, school_bag, simple_background
10	6						1girl, blush, nipples, navel, open_mouth, pussy, solo, brown_thighhighs, censored, looking_at_viewer, medium_breasts, nude, spread_legs, sweat, on_back, shirt, small_breasts
11	13						fake_animal_ears, playboy_bunny, rabbit_ears, strapless_leotard, detached_collar, wrist_cuffs, 1girl, rabbit_tail, black_leotard, medium_breasts, cowboy_shot, fake_tail, looking_at_viewer, black_pantyhose, green_eyes, red_bowtie, 2girls, fishnet_pantyhose, open_mouth, solo_focus, white_background
12	14						red_dress, santa_costume, 2girls, red_gloves, smile, christmas, belt, fur-trimmed_capelet, looking_at_viewer, red_capelet, solo_focus, hair_between_eyes, open_mouth, blush, fur-trimmed_dress