CyberHarem/yor_briar_spyxfamily

这是一个名为Yor Briar/ヨル・ブライア/约尔 (Spy × Family)的数据集，包含864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团队提供。数据集的核心标签包括`black_hair, hairband, sidelocks, white_hairband, red_eyes, long_hair, earrings, gold_earrings`，这些标签在数据集中被修剪。README还提供了数据集的下载链接和加载方法，并展示了标签聚类结果。

原始信息汇总

数据集概述

基本信息

• 数据集名称: Dataset of Yor Briar/ヨル・ブライア/约尔 (Spy × Family)
• 许可证: MIT
• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 大小类别: n<1K

数据集内容

• 图像数量: 864张
• 核心标签: black_hair, hairband, sidelocks, white_hairband, red_eyes, long_hair, earrings, gold_earrings

数据包列表

名称	图像数量	大小	下载链接	类型	描述
raw	864	493.33 MiB	Download	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）。
1200	864	492.99 MiB	Download	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	1659	871.75 MiB	Download	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。

数据加载

• 工具: waifuc

• 示例代码: 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/yor_briar_spyxfamily, 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

• 示例:

  #	Samples	Img-1	Img-2	Img-3	Img-4	Img-5	Tags
  0	5						1girl, from_side, jewelry, open_mouth, solo, profile, upper_body, blush, sweatdrop
  1	10						1girl, jewelry, solo, from_side, portrait, profile, anime_coloring, close-up, closed_mouth, smile
  2	8						1girl, red_sweater, solo, collarbone, indoors, bare_shoulders, closed_mouth, upper_body, jewelry, smile, off-shoulder_sweater, holding, long_sleeves
  3	7						1girl, bare_shoulders, off-shoulder_sweater, red_sweater, solo, indoors, long_sleeves, open_mouth, collarbone, dress, jewelry, looking_at_viewer, own_hands_together, upper_body
  4	25						1girl, long_sleeves, red_sweater, solo, indoors, jewelry, sweater_dress, black_pantyhose, smile, from_side, closed_mouth, standing, breasts, open_mouth, profile, off-shoulder_sweater
  5	16						1girl, jewelry, looking_at_viewer, open_mouth, portrait, solo, blush, hair_between_eyes
  6	5						1girl, from_side, jewelry, outdoors, profile, shirt, solo, upper_body, blurry_background, breasts, red_sweater, smile, tree, closed_mouth, day, closed_eyes, fence, holding, open_mouth
  7	5						1girl, closed_eyes, from_side, holding_cup, jewelry, profile, smile, closed_mouth, red_sweater, solo, gradient_background, portrait
  8	13						1girl, blue_sky, cloud, day, outdoors, solo, upper_body, open_mouth, jewelry, tree, shirt, anime_coloring, coat, lamppost
  9	10						1girl, blue_sky, cloud, jewelry, outdoors, day, solo, closed_mouth, portrait, blush, tree
  10	5						2girls, child, collarbone, hairpods, pink_hair, red_sweater, black_pantyhose, closed_mouth, long_sleeves, off-shoulder_sweater, sweater_dress, smile, bare_shoulders, indoors, sitting, wooden_floor
  11	7						2girls, collarbone, indoors, long_sleeves, pink_hair, red_sweater, dress, jewelry, breasts, child, closed_mouth, smile, closed_eyes, hairpods, meme, own_hands_together, sweatdrop
  12	7						1girl, black_dress, solo, bare_shoulders, cleavage, jewelry, upper_body, hair_flower, collarbone, gold_hairband, medium_breasts, black_gloves, fingerless_gloves, leaf, plant
  13	5						1girl, collared_shirt, jewelry, white_shirt, open_mouth, solo, indoors, ponytail, upper_body, kitchen, looking_at_viewer, red_apron
  14	5						1girl, closed_mouth, pearl_necklace, solo, upper_body, from_side, pink_shirt, profile, blush, brick_wall, indoors, smile, window
  15	5						1girl, black_skirt, collared_shirt, long_sleeves, solo, white_shirt, indoors, jewelry, open_mouth, blush, looking_at_viewer, closed_eyes, drunk, glass, holding, kicking, pantyhose
  16	8						1girl, couch, dress, holding_cup, indoors, long_sleeves, sitting, smile, solo, striped_clothes, striped_shirt, window, pantyhose, closed_mouth, closed_eyes, open_mouth
  17	6						1boy, 1girl, blush, hetero, long_sleeves, off-shoulder_sweater, open_mouth, red_sweater, sweatdrop, bare_shoulders, from_side, husband_and_wife, jewelry, hand_on_anothers_shoulder, indoors, shirt
  18	6						1girl, closed_mouth, collared_shirt, green_skirt, green_vest, indoors, long_sleeves, office_lady, white_shirt, jewelry, solo
  19	9						1girl, jewelry, solo, bare_shoulders, black_dress, hair_flower, black_gloves, fingerless_gloves, looking_at_viewer, cleavage, holding_dagger, open_mouth, stiletto_(weapon)
  20	7						2girls, blush, jewelry, mother_and_daughter, pink_hair, smile, child, open_mouth, hairpods, long_sleeves, meme, coat, looking_at_another, outdoors, green_eyes
  21	5				![](samples/2