CyberHarem/lily_netjuunosusume

这是Lily (Net-juu No Susume)的数据集，包含455张图片及其标签。核心标签包括`pink_hair, bow, hat, pink_eyes, braid, short_hair, hair_bow, long_hair, pink_bow, twin_braids`。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3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，并展示了标签聚类结果。

原始信息汇总

数据集概述：Lily (Net-juu No Susume)

数据集基本信息

• 名称: Lily (Net-juu No Susume)
• 包含内容: 455张图像及其标签
• 核心标签: pink_hair, bow, hat, pink_eyes, braid, short_hair, hair_bow, long_hair, pink_bow, twin_braids
• 许可证: MIT
• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 大小类别: n<1K

数据集包信息

包列表

名称	图像数量	大小	下载链接	类型	描述
raw	455	293.17 MiB	下载	Waifuc-Raw	包含元信息的原始数据（最小边对齐至1400像素，如果更大）
1200	455	293.01 MiB	下载	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	828	503.58 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

提供了一个Python代码示例，用于通过waifuc加载原始数据集，包括下载和解压数据集文件，以及使用LocalSource加载数据集。

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/lily_netjuunosusume, repo_type=dataset, filename=dataset-raw.zip, )

提取文件到你的目录

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

聚类列表

#	样本数	图像1	图像2	图像3	图像4	图像5	标签
0	6						1girl, blush, bracelet, holding_staff, open_mouth, flower, solo
1	10						1girl, blush, solo, ribbon, smile, looking_at_viewer, fur_trim, open_mouth
2	5						1girl, blush, cloud, fur_trim, sky, solo, anime_coloring, open_mouth, :d, looking_at_viewer, single_braid
3	7						1girl, anime_coloring, blush, parody, solo, open_mouth, :d, looking_at_viewer
4	6						1girl, blush, portrait, school_uniform, solo, beret, closed_mouth, hair_between_eyes, looking_at_viewer, anime_coloring, parody, smile
5	9						1girl, day, solo, blush, fur_trim, smile, cloud, blue_sky, ribbon
6	8						1girl, blush, closed_eyes, smile, solo, profile, from_side, fur_trim, beret, closed_mouth, ribbon
7	6						1girl, :d, hair_between_eyes, looking_at_viewer, open_mouth, solo, beret, blurry_background, blush, portrait, hooded_coat, st._theresas_girls_academy_school_uniform, anime_coloring, choker, collared_shirt, flower, upper_teeth_only
8	5						1girl, blush, bracelet, cloud, day, sky, smile, solo, open_mouth, own_hands_together, cape, closed_eyes, flower
9	11						1girl, smile, blush, outdoors, holding_staff, pink_dress, closed_mouth, pink_headwear, bracelet, bush, flower, nature, fur-trimmed_capelet, solo_focus, tree
10	6						1girl, blush, fur_trim, smile, solo_focus, 1boy, hat_bow, capelet
11	7						1girl, ^_^, blush, bracelet, open_mouth, :d, flower, laughing, hand_to_own_mouth, hood, red_bow, ribbon, school_uniform, solo, black_headwear, upper_body, beret
12	7						1girl, bracelet, capelet, solo, dress, fur_trim, sky, smile, day, outdoors, single_braid
13	6						1girl, holding_staff, solo, boots, capelet, full_body, fur_trim, pink_dress, profile, standing, brown_footwear, from_side, magical_girl, pink_headwear
14	10						1girl, bracelet, cloak, blush, flower, hood, pleated_skirt, black_thighhighs, sitting, 1boy, solo_focus, shirt, red_skirt
15	7						1girl, beret, black_headwear, black_thighhighs, boots, full_body, black_footwear, hood, red_skirt, solo, black_cloak, closed_mouth, school_uniform, blush, outdoors, pleated_skirt, standing