CyberHarem/hikawa_hina_bangdream

这是一个关于氷川日菜（BanG Dream!）角色的数据集，包含500张图片及其标签。图片来源于多个网站（如danbooru、pixiv、zerochan等），并通过自动爬取系统获取。数据集的核心标签包括`aqua_hair, green_eyes, short_hair, bow, bangs, braid, hair_bow, side_braids`。此外，数据集提供了不同版本的下载链接，并介绍了如何使用Waifuc工具加载原始数据集。

原始信息汇总

数据集概述

数据集信息

• 名称: Dataset of hikawa_hina/氷川日菜 (BanG Dream!)
• 内容: 包含500张图片及其标签
• 核心标签: aqua_hair, green_eyes, short_hair, bow, bangs, braid, hair_bow, side_braids

数据来源

• 采集站点: danbooru, pixiv, zerochan等
• 采集系统: 由DeepGHS Team开发的自动爬虫系统

数据集包列表

名称	图片数量	大小	类型	描述
raw	500	731.57 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	500	426.68 MiB	IMG+TXT	短边不超过800像素的数据集
stage3-p480-800	1178	879.09 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素
1200	500	650.08 MiB	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	1178	1.24 GiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素

数据加载

• 工具: 提供原始数据集供waifuc加载

• 示例代码: python import os import zipfile from huggingface_hub import hf_hub_download from waifuc.source import LocalSource

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

  dataset_dir = dataset_dir os.makedirs(dataset_dir, exist_ok=True) with zipfile.ZipFile(zip_file, r) as zf: zf.extractall(dataset_dir)

  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:

  #	样本数量	图片1	图片2	图片3	图片4	图片5	标签
  0	15						1girl, solo, looking_at_viewer, twin_braids, frills, hair_ribbon, open_mouth, blush, blue_choker, white_ribbon, :d, blue_bow, collarbone, bare_shoulders, electric_guitar, white_background, blue_dress, teeth, wrist_bow, yellow_bow
  1	6						1girl, blue_ribbon, looking_at_viewer, short_sleeves, solo, alternate_hairstyle, beret, blue_bow, blue_headwear, open_mouth, pom_pom_(clothes), smile, x_hair_ornament, blue_choker, blue_dress, double-breasted, neck_ribbon, striped_bow, wrist_cuffs, back_bow, blush, earrings, frilled_sleeves, hair_ribbon, hat_flower
  2	18						earrings, 1girl, solo, beret, blue_bow, blue_headwear, frilled_shirt_collar, hair_ornament, hat_bow, alternate_hairstyle, long_sleeves, looking_at_viewer, star_(symbol), brooch, striped_bow, open_mouth, :d, constellation_print, long_hair, striped_ribbon, twin_braids, capelet, upper_body, ascot, blush, bowtie, neck_ribbon, star_(sky), starry_sky_print
  3	15						grey_jacket, school_uniform, 1girl, blazer, collared_shirt, long_sleeves, looking_at_viewer, solo, white_shirt, blush, twin_braids, open_mouth, yellow_bow, :d, brown_necktie, diagonal-striped_necktie, plaid_skirt, pleated_skirt, cowboy_shot, diagonal_stripes, hand_up, miniskirt, standing, upper_body, upper_teeth_only, white_background
  4	5						1girl, blush, collared_shirt, looking_at_viewer, plaid_skirt, pleated_skirt, school_uniform, simple_background, solo, twin_braids, white_shirt, black_socks, blue_necktie, blue_skirt, full_body, kneehighs, miniskirt, short_sleeves, sweater_vest, white_background, diagonal-striped_necktie, medium_hair, open_mouth, yellow_bow, breasts, grin, no_shoes, parted_lips, shadow, wariza
  5	7						2girls, sisters, twincest, yuri, long_hair, upper_body, blush, long_sleeves, looking_at_another, parted_lips
  6	7						1girl, earrings, white_gloves, looking_at_viewer, smile, solo, blush, fur-trimmed_capelet, hair_ornament, long_sleeves, red_ribbon, hat_flower, long_hair, pom_pom_(clothes), red_bow, braided_bangs, corset, dress, frills, fur-trimmed_sleeves, gift, holding_lantern, night, open_mouth, red_choker, shorts, sitting, thighhighs
  7	15						1girl, demon_horns, smile, solo, mini_crown, blush, fur_collar, heart_earrings, looking_at_viewer, clothing_cutout, cross-laced_clothes, demon_tail, striped, demon_wings, red_dress, red_gloves, bracelet, fur_trim, hairband, halloween_costume, thighhighs, black_ribbon, hair_ribbon, navel, open_mouth, pink_gloves, jack-o-lantern, medium_breasts, polearm, polka_dot_bow
  8	7						blush, detached_collar, fake_animal_ears, looking_at_viewer, medium_breasts, rabbit_ears, black_leotard, cleavage, playboy_bunny, strapless_leotard, wrist_cuffs, 1girl, bare_shoulders, cowboy_shot, long_hair, red_bowtie, standing, fishnet_pantyhose, one_eye_closed, open_mouth, swept_bangs, 2girls, covered_navel, hairband, sisters, smile, solo_focus, two-tone_background
  9	6						1boy, 1girl, blush, hetero, solo_focus, censored, open_mouth, sweat, collarbone, girl_on_top, looking_at_viewer, navel, nipples, penis, clothed_female_nude_male, clothed_sex, cowgirl_position, cum, green_hair, indoors, large_breasts, shirt, swept_bangs, tearing_up, twin_braids, vaginal, yellow_bow