CyberHarem/irako_kantaicollection

这是一个关于《舰队Collection》角色irako的数据集，包含315张图片及其标签。图片来源于多个网站（如danbooru、pixiv、zerochan等），并由DeepGHS团队开发的自动爬取系统收集。核心标签包括`long_hair, ponytail, green_hair, ribbon, hair_ribbon, green_eyes, breasts, antenna_hair, large_breasts`。数据集提供了不同尺寸和裁剪方式的数据包，用户可以通过提供的链接下载。此外，README还提供了如何使用Waifuc加载原始数据集的代码示例。

原始信息汇总

数据集概述

数据集基本信息

• 名称: Dataset of irako (Kantai Collection)
• 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: 315
• 核心标签: long_hair, ponytail, green_hair, ribbon, hair_ribbon, green_eyes, breasts, antenna_hair, large_breasts

数据集包列表

名称	图像数量	大小	类型	描述
raw	315	330.16 MiB	Waifuc-Raw	原始数据，包含元信息（最小边对齐到1400像素，如果更大）
800	315	193.84 MiB	IMG+TXT	短边不超过800像素的数据集
stage3-p480-800	704	397.16 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素
1200	315	288.76 MiB	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	704	551.65 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素

数据集加载

• 加载工具: waifuc

• 加载代码: 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/irako_kantaicollection, 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:

  #	样本数量	图像1	图像2	图像3	图像4	图像5	标签
  0	17						1girl, simple_background, solo, cleavage, looking_at_viewer, white_background, black_bikini, bikini_skirt, navel, cowboy_shot, smile, twitter_username, collarbone, one-hour_drawing_challenge
  1	5						1girl, cleavage, looking_at_viewer, navel, open_clothes, solo, bikini_skirt, black_bikini, collarbone, cowboy_shot, simple_background, smile, white_jacket, open_mouth
  2	15						1girl, alternate_costume, green_skirt, looking_at_viewer, smile, solo, simple_background, white_shirt, long_skirt, long_sleeves, blouse, full_body, white_background, bow, standing, open_mouth
  3	6						1girl, alternate_costume, pleated_skirt, sailor_collar, simple_background, solo, black_footwear, black_pantyhose, long_sleeves, looking_at_viewer, neckerchief, white_background, black_serafuku, black_skirt, full_body, loafers, smile, standing, open_mouth
  4	17						1girl, blue_skirt, kappougi, simple_background, solo, looking_at_viewer, smile, full_body, pink_shirt, white_background, sandals, tabi, standing, long_sleeves, open_mouth, red_necktie, white_socks, food, tray
  5	7						1girl, hair_bow, kappougi, looking_at_viewer, solo, blush, black_hair, necktie, twitter_username, upper_body, smile
  6	6						2girls, kappougi, open_mouth, ahoge, necktie, :d, black_hair, brown_hair, hair_bow, pink_shirt, upper_body
  7	9						1girl, bow, looking_at_viewer, open_mouth, santa_costume, solo, smile, alternate_costume, red_dress, christmas, fur-trimmed_dress, blush, cake, plate, simple_background, white_background, white_thighhighs
  8	13						1girl, rabbit_ears, solo, detached_collar, looking_at_viewer, playboy_bunny, wrist_cuffs, cleavage, fake_animal_ears, simple_background, rabbit_tail, strapless_leotard, alternate_costume, black_pantyhose, smile, white_background, black_leotard, cowboy_shot, red_bowtie, sitting