CyberHarem/nakano_yotsuba_gotoubunnohanayome

这是一个名为Nakano Yotsuba/中野四葉 (Gotoubun no Hanayome)的数据集，包含530张图片及其标签。图片从多个网站（如danbooru、pixiv、zerochan等）爬取，核心标签包括orange_hair, ribbon, green_ribbon, hair_ribbon, hair_between_eyes, blue_eyes, eyebrows_hidden_by_hair, short_hair, medium_hair。数据集提供了多个版本的下载链接，包括原始数据、1200像素版本和三阶段裁剪版本。此外，还提供了如何使用waifuc加载原始数据集的代码示例。

原始信息汇总

数据集中野四葉（五等分的新娘）数据集

概述

该数据集包含中野四葉（五等分的新娘）的530张图片及其标签。数据集的核心标签包括orange_hair, ribbon, green_ribbon, hair_ribbon, hair_between_eyes, blue_eyes, eyebrows_hidden_by_hair, short_hair, medium_hair。

数据来源

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。

数据包列表

名称	图片数量	大小	下载链接	类型	描述
raw	530	342.36 MiB	Download	Waifuc-Raw	包含元信息的原始数据（最小边对齐到1400像素）
1200	530	329.64 MiB	Download	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	1084	619.33 MiB	Download	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素

加载原始数据集

提供原始数据集（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/nakano_yotsuba_gotoubunnohanayome, 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，可能从中挖掘出一些服装信息。

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	19						1girl, collared_shirt, green_bow, school_uniform, solo, white_shirt, upper_body, blush, yellow_sweater_vest, looking_at_viewer, indoors, closed_mouth, blurry_background, bowtie, open_mouth
1	16						1girl, collared_shirt, green_bow, open_mouth, school_uniform, upper_body, white_shirt, :d, blush, solo, upper_teeth_only, bowtie, short_sleeves, plaid_bow, yellow_sweater_vest, blurry_background, breasts, indoors, green_hairband
2	10						1girl, blazer, blush, collared_shirt, green_bow, open_jacket, school_uniform, solo, upper_body, white_shirt, black_jacket, blue_jacket, bowtie, indoors, closed_mouth, looking_at_viewer, open_mouth, bag, long_sleeves, smile, yellow_sweater_vest
3	6						blush, bowtie, collared_shirt, green_bow, green_skirt, pleated_skirt, school_uniform, sisters, solo_focus, white_shirt, yellow_sweater_vest, breasts, green_hairband, looking_at_viewer, red_hair, short_sleeves, 2girls, plaid_bow, smile, 1boy, 3girls, closed_mouth, cowboy_shot, indoors, pink_hair, standing
4	15						1girl, collared_shirt, green_bow, green_skirt, pleated_skirt, sweater_vest, white_shirt, black_socks, standing, kneehighs, full_body, solo, school_uniform, blazer, long_sleeves, open_jacket, blush, :d, open_mouth, uwabaki, black_jacket, closed_mouth, short_sleeves
5	6						1girl, blush, breasts, collarbone, green_hairband, solo, upper_body, closed_mouth, looking_at_viewer, smile, white_sailor_collar, white_shirt, simple_background, suspenders
6	6						1girl, blush, open_mouth, solo, upper_teeth_only, :d, ^_^, facing_viewer, portrait, close-up, green_hairband
7	7						1girl, blush, red_jacket, solo, track_jacket, open_mouth, upper_body, upper_teeth_only, collarbone, long_sleeves, looking_at_viewer, shirt, blurry, track_suit
8	5						basketball_(object), blush, holding_ball, long_sleeves, looking_at_viewer, open_mouth, red_jacket, red_pants, red_track_suit, track_jacket, track_pants, upper_teeth_only, :d, blue_sky, cloud, day, outdoors, purple_eyes, running, 1girl, bag, brown_hair, hairband, solo_focus, white_shirt, 2girls, sneakers, soccer_ball
9	9						1girl, blush, hood_down, upper_body, solo, indoors, breasts, closed_mouth, collarbone, green_hoodie, looking_at_viewer, open_mouth, yellow_hoodie
10	6						1girl, blush, cleavage, collarbone, frills, hairband, looking_at_viewer, open_mouth, parted_lips, solo, white_dress, white_ribbon, english_text, large_breasts
11	8						1girl, pink_jacket, beanie, goggles_on_headwear, green_headwear, outdoors, winter_clothes, hood_down, long_sleeves, open_mouth, solo_focus, tree, upper_body, :d, blue_sky, blush, closed_mouth, coat, day, ski_goggles
12	5						long_hair, red_hair, sisters, star_hair_ornament, 2girls, green_hairband, :d, blush, open_mouth, solo_focus, upper_body, 3girls, ^_^, close-up, looking_at_another, looking_at_viewer, pink_hair, teeth, white_shirt
13	5						2girls, blush, red_hair, closed_mouth, green_hairband, long_hair, sisters, indoors, profile, solo_focus, brown_hair, closed_eyes, collared_shirt, from_side, hood, straight_hair, sweatdrop, upper_body