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。

This is a dataset named Yor Briar/ヨル・ブライア/约尔 (Spy × Family), which contains 864 images and their associated labels. The images were crawled from multiple platforms including danbooru, pixiv, zerochan and other similar websites, and the crawling system was provided by the DeepGHS team. The core tags of the dataset are `black_hair, hairband, sidelocks, white_hairband, red_eyes, long_hair, earrings, gold_earrings`, and these tags have been pruned in the dataset. The README also provides the download link and loading method for the dataset, as well as presents the tag clustering results.

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