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。This is an image dataset focused on the anime character Nakano Ichika, containing 534 images and their corresponding labels. The images were crawled from multiple platforms including Danbooru, Pixiv, Zerochan, and other similar sites, with technical support provided by the DeepGHS team. The dataset provides download links for different versions, such as raw data and processed data. Additionally, code examples for loading the raw dataset using the waifuc tool are offered.

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。