CyberHarem/cliffheart_arknights

这是cliffheart/クリフハート/崖心 (Arknights)的数据集，包含121张图片及其标签。该角色的核心标签包括动物耳朵、豹耳、灰发、短发、眼睛间的头发、动物耳朵绒毛、尾巴、豹尾、胸部、帽子、灰眼睛、司机帽、白色头饰、多色头发、中等胸部、白发、黑发、豹女等。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，并列出了标签聚类结果。

原始信息汇总

数据集概述：cliffheart/クリフハート/崖心 (Arknights)

数据集基本信息

• 名称：cliffheart/クリフハート/崖心 (Arknights)
• 包含内容：121张图像及其标签
• 核心标签：animal_ears, leopard_ears, grey_hair, short_hair, hair_between_eyes, animal_ear_fluff, tail, leopard_tail, breasts, hat, grey_eyes, cabbie_hat, white_headwear, multicolored_hair, medium_breasts, white_hair, black_hair, leopard_girl
• 许可：MIT
• 任务类别：text-to-image
• 标签：art, not-for-all-audiences
• 大小类别：n<1K

数据集下载

包名	图像数量	大小	下载链接	类型	描述
raw	121	189.11 MiB	下载	Waifuc-Raw	包含元信息的原始数据（如果较大，最小边对齐到1400）。
1200	121	158.88 MiB	下载	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	310	323.45 MiB	下载	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素。

数据集使用示例

加载原始数据集

python import os import zipfile

from huggingface_hub import hf_hub_download from waifuc.source import LocalSource

下载原始档案文件

zip_file = hf_hub_download( repo_id=CyberHarem/cliffheart_arknights, repo_type=dataset, filename=dataset-raw.zip, )

提取文件到您的目录

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])

数据集标签聚类结果

原始文本版本

#	样本数	图像1	图像2	图像3	图像4	图像5	标签
0	13						1girl, bare_shoulders, black_shorts, looking_at_viewer, midriff, navel, necklace, short_shorts, smile, solo, stomach, belt, black_gloves, cowboy_shot, sleeveless, tube_top, checkered_clothes, simple_background, standing, white_background, armband, black_thighhighs, open_clothes, single_thighhigh, black_bandeau, blue_eyes, collarbone, hand_up, holding
1	5						1girl, bare_shoulders, belt, black_gloves, black_shorts, checkered_clothes, collarbone, cowboy_shot, looking_at_viewer, midriff, navel, necklace, short_shorts, sleeveless, smile, solo, standing, stomach, tube_top, armband, black_bandeau, closed_mouth, streaked_hair, two-tone_hair, underbust, blue_background, groin, holding, mouth_hold, sidelocks, thighs
2	5						1girl, armband, bare_shoulders, black_bandeau, black_footwear, black_gloves, black_shorts, black_thighhighs, checkered_clothes, collarbone, full_body, looking_at_viewer, midriff, navel, necklace, shoes, short_shorts, sidelocks, simple_background, single_thighhigh, smile, solo, stomach, tube_top, boots, open_clothes, sleeveless_jacket, standing, streaked_hair, thighs, white_background, belt, fur_trim, oripathy_lesion_(arknights), single_sock, small_breasts, armpits, hand_up, holding, underbust, uneven_legwear
3	7						1girl, looking_at_viewer, solo, black_jacket, eyewear_on_head, holding, long_sleeves, open_jacket, sunglasses, infection_monitor_(arknights), open_mouth, simple_background, white_dress, :d, backpack, choker, full_body, shirt, short_shorts, sky, socks, standing, white_background

表格版本

#	样本数	图像1	图像2	图像3	图像4	图像5	1girl	bare_shoulders	black_shorts	looking_at_viewer	midriff	navel	necklace	short_shorts	smile	solo	stomach	belt	black_gloves	cowboy_shot	sleeveless	tube_top	checkered_clothes	simple_background	standing	white_background	armband	black_thighhighs	open_clothes	single_thighhigh	black_bandeau	blue_eyes	collarbone	hand_up	holding	closed_mouth	streaked_hair	two-tone_hair	underbust	blue_background	groin	mouth_hold	sidelocks	thighs	black_footwear	full_body	shoes	boots	sleeveless_jacket	fur_trim	oripathy_lesion_(arknights)	single_sock	small_breasts	armpits	uneven_legwear	black_jacket	eyewear_on_head	long_sleeves	open_jacket	sunglasses	infection_monitor_(arknights)	open_mouth	white_dress	:d	backpack	choker	shirt	sky	socks
0	13						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	X	X	X
1	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	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	X	X	X	X	X		X	X	X		X		X				X	X	X	X	X	X	X	X	X	X	X	X	X
3	7						X			X				X		X								X	X	X									X											X										X	X	X	X	X	X	X	X	X	X	X	X	X	X