CyberHarem/nakano_ichika_gotoubunnohanayome

这是一个关于动漫角色中野一花（Nakano Ichika）的图像数据集，包含534张图像及其标签。图像从多个网站（如danbooru、pixiv、zerochan等）爬取，并由DeepGHS团队提供技术支持。数据集提供了不同版本的下载链接，包括原始数据、处理后的数据等。此外，还提供了如何使用waifuc工具加载原始数据集的代码示例。

原始信息汇总

数据集中野一花（五等分的新娘）数据集

概述

该数据集包含中野一花（五等分的新娘）的534张图片及其标签。主要标签包括short_hair, pink_hair, hair_between_eyes, blue_eyes, breasts。

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	534	337.79 MiB	Download	Waifuc-Raw	包含元信息的原始数据（最小边对齐到1400像素）
1200	534	326.13 MiB	Download	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	1032	576.88 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。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/nakano_ichika_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

以下是标签聚类结果的文本版本和表格版本，可能有助于挖掘某些服装。

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	21						1girl, blazer, collared_shirt, school_uniform, white_shirt, blush, upper_body, solo, open_jacket, black_jacket, dress_shirt, closed_mouth, smile, indoors, bag, looking_at_viewer, collarbone, blurry_background
1	5						1girl, :d, collared_shirt, open_mouth, school_uniform, solo, white_shirt, blush, blazer, indoors, portrait, black_jacket, blurry_background, from_side
2	15						1girl, solo, blush, white_shirt, collarbone, open_mouth, :d, upper_body, upper_teeth_only, looking_at_viewer, portrait
3	6						1girl, blush, open_mouth, solo, stud_earrings, portrait, :d, looking_at_viewer
4	12						1girl, blush, solo, blurry_background, closed_mouth, portrait, indoors, eyebrows_hidden_by_hair, collarbone, looking_at_viewer, smile, white_shirt, close-up
5	19						1girl, collared_shirt, dress_shirt, green_skirt, long_sleeves, pleated_skirt, school_uniform, white_shirt, blush, cardigan_around_waist, solo, standing, blazer, open_jacket, smile, sweater_around_waist, closed_mouth, indoors, black_jacket, cowboy_shot, purple_eyes, bag, open_mouth, yellow_sweater
6	9						1girl, close-up, looking_at_viewer, solo, open_mouth, portrait, blush, teeth
7	8						1girl, open_mouth, parted_lips, profile, from_side, solo, portrait, night, blurry_background, kimono, outdoors, blush, close-up
8	5						1girl, blush, day, outdoors, solo, black_headwear, collared_shirt, eyebrows_hidden_by_hair, hat, looking_at_viewer, plaid_jacket, portrait, blue_sky, cloud, open_mouth, white_shirt, :d, brown_jacket, sunglasses, upper_teeth_only
9	7						2girls, blush, red_hair, sisters, white_shirt, indoors, profile, solo_focus, black_ribbon, close-up, eyebrows_hidden_by_hair, from_side, upper_body, closed_mouth, collared_shirt, long_hair, stud_earrings, blurry_background, butterfly_hair_ornament, dress_shirt, frown, hair_ribbon, large_breasts, open_mouth, purple_eyes
10	5						1girl, brown_skirt, collarbone, long_skirt, night, outdoors, plaid_skirt, tree, white_shirt, solo, standing, looking_at_viewer, :d, belt, blush, closed_mouth, open_mouth, park_bench, purple_eyes
11	7						collarbone, outdoors, 1girl, black_bikini, blue_sky, blurry_background, cleavage, day, large_breasts, smile, solo, straw_hat, sun_hat, blush, looking_at_viewer, purple_eyes, upper_body, bare_shoulders, closed_mouth, cloud, open_mouth, palm_tree
12	5						1girl, bare_shoulders, blush, solo, strapless_dress, wedding_dress, white_dress, white_gloves, open_mouth, :d, bridal_veil, cleavage, collarbone, flower, looking_at_viewer, upper_body, arms_behind_back, large_breasts, necklace, standing
13	5						open_mouth, profile, upper_body, white_shirt, yellow_scarf, 1girl, :d, blue_sky, sleeveless_shirt, ^_^, floral_print, from_side, red_hair, skirt, tattoo, turtleneck, day, multiple_girls, outdoors, sisters, solo_focus, straight_hair

表格版本

#	样本数量	图片1	图片2	图片3	图片4	图片5	1girl	blazer	collared_shirt	school_uniform	white_shirt	blush	upper_body	solo	open_jacket	black_jacket	dress_shirt	closed_mouth	smile	indoors	bag	looking_at_viewer	collarbone	blurry_background	:d	open_mouth	portrait	from_side	upper_teeth_only	stud_earrings	eyebrows_hidden_by_hair	close-up	green_skirt	long_sleeves	pleated_skirt	cardigan_around_waist	standing	sweater_around_waist	cowboy_shot	purple_eyes	yellow_sweater	teeth	parted_lips	profile	night	kimono	outdoors	day	black_headwear	hat	plaid_jacket	blue_sky	cloud	brown_jacket	sunglasses	2girls	red_hair	sisters	solo_focus	black_ribbon	long_hair	butterfly_hair_ornament	frown	hair_ribbon	large_breasts	brown_skirt	long_skirt	plaid_skirt	tree	belt	park_bench	black_bikini	cleavage	straw_hat	sun_hat	bare_shoulders	palm_tree	strapless_dress	wedding_dress	white_dress	white_gloves	bridal_veil	flower	arms_behind_back	necklace	yellow_scarf	sleeveless_shirt	^_^	floral_print	skirt	tattoo	turtleneck	multiple_girls	straight_hair
0	21						X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X

搜集汇总

背景与挑战

背景概述

该数据集由CyberHarem创建，主要用于文本到图像的任务，数据规模在1K到10K之间，标签包括艺术和不适于所有受众，许可证为MIT。