CyberHarem/kazuno_leah_lovelivesunshine

该数据集名为kazuno_leah/鹿角理亜 (Love Live! Sunshine!!)，包含278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团队开发。数据集的核心标签包括purple_hair, bangs, purple_eyes, twintails, breasts。README还提供了数据集的下载链接、加载方法以及标签聚类结果的展示。

原始信息汇总

数据集概述

数据集信息

• 名称: Dataset of kazuno_leah/鹿角理亜 (Love Live! Sunshine!!)
• 描述: 包含278张图像及其标签的数据集。
• 核心标签: purple_hair, bangs, purple_eyes, twintails, breasts
• 来源: 从多个网站（如danbooru, pixiv, zerochan等）爬取。
• 许可证: MIT
• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 大小类别: n<1K

数据集包

名称	图像数量	大小	类型	描述
raw	278	346.14 MiB	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	278	201.57 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	655	426.07 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	278	307.11 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	655	607.86 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。

数据加载

使用Waifuc加载原始数据集

python import os import zipfile from huggingface_hub import hf_hub_download from waifuc.source import LocalSource

下载原始归档文件

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

解压文件到指定目录

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

原始文本版本

#	样本数量	图像1	图像2	图像3	图像4	图像5	标签
0	10	样本0	样本1	样本2	样本3	样本4	1girl, looking_at_viewer, maid_headdress, upper_body, wa_maid, blush, solo, white_apron, kimono, maid_apron, open_mouth, short_sleeves, sidelocks, simple_background, :d, frills, holding, pink_eyes, tray
1	5	样本0	样本1	样本2	样本3	样本4	1girl, hair_ribbon, looking_at_viewer, solo, white_background, simple_background, white_ribbon, serafuku, smile, long_hair
2	18	样本0	样本1	样本2	样本3	样本4	1girl, solo, hair_ribbon, looking_at_viewer, school_uniform, blush, upper_body, dated, long_sleeves, happy_birthday, smile, white_ribbon, character_name, english_text
3	11	样本0	样本1	样本2	样本3	样本4	1girl, fingerless_gloves, long_hair, looking_at_viewer, solo, black_gloves, smile, upper_body, birthday, short_sleeves, sidelocks, black_headwear, blush, low_twintails, jacket, pink_eyes, choker, english_text, peaked_cap
4	5	样本0	样本1	样本2	样本3	样本4	looking_at_viewer, short_shorts, smile, 1girl, black_gloves, black_shorts, headset, long_hair, short_sleeves, solo, black_headwear, choker, fingerless_gloves, fishnet_pantyhose, peaked_cap, pink_eyes, sidelocks, alternate_hairstyle, blush, collarbone, hair_down
5	16	样本0	样本1	样本2	样本3	样本4	1girl, solo, smile, earrings, looking_at_viewer, tiara, white_gloves, dress, fur_trim, blush, elbow_gloves, hair_ornament, small_breasts, gem, upper_body
6	5	样本0	样本1	样本2	样本3	样本4	1girl, blush, collarbone, halftone_background, looking_at_viewer, no_shoes, blue_one-piece_swimsuit, competition_school_swimsuit, hair_ribbon, small_breasts, solo, grey_background, multiple_views, wariza, white_thighhighs