CyberHarem/shu_arknights

这是一个关于《明日方舟》角色黍（shu）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），并由DeepGHS团队通过自动爬取系统收集。数据集的核心标签包括角色的多个特征，如角、多色头发、龙角、长发等。此外，README还提供了数据集的下载链接、加载方法以及标签聚类结果的示例。

原始信息汇总

数据集概述

数据集信息

• 名称: Dataset of shu/黍 (Arknights)
• 许可证: MIT
• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 数据量: n<1K

数据集内容

• 图像数量: 500张
• 核心标签:
  • horns
  • multicolored_hair
  • dragon_horns
  • long_hair
  • dragon_girl
  • pointy_ears
  • grey_hair
  • blue_hair
  • streaked_hair
  • earrings
  • blonde_hair
  • tassel_earrings
  • tassel
  • colored_skin
  • hair_between_eyes
  • very_long_hair
  • hair_intakes
  • hair_ornament
  • tail
  • blue_eyes
  • dragon_tail
  • grey_eyes

数据包列表

名称	图像数量	大小	下载链接	类型	描述	其他图像数量	头部图像数量
raw	500	1.20 GiB	Download	Waifuc-Raw	原始数据，包含元信息（最小边对齐到1400像素，如果更大）	--	--
stage3-p480-1200	1299	1.80 GiB	Download	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素	840	459

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/shu_arknights, 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

原始文本版本

#	样本数量	图像1	图像2	图像3	图像4	图像5	标签
0	7						1girl, bare_shoulders, closed_mouth, holding_sword, long_sleeves, looking_at_viewer, necklace, open_jacket, smile, solo, strapless_shirt, white_jacket, white_pants, white_shirt, off_shoulder, hair_stick, choker, feet_out_of_frame, green_hair, collarbone, small_breasts, standing
1	15						1girl, bare_shoulders, closed_mouth, long_sleeves, looking_at_viewer, necklace, off_shoulder, open_jacket, solo, strapless_shirt, white_jacket, white_shirt, bead_bracelet, smile, white_pants, cowboy_shot, hair_stick, holding_sword, simple_background, white_background
2	5						1girl, bare_shoulders, cowboy_shot, hair_stick, long_sleeves, looking_at_viewer, necklace, off_shoulder, open_jacket, simple_background, solo, strapless_shirt, white_background, white_jacket, white_pants, white_shirt, closed_mouth, holding, smile, branch, collarbone, red_pupils, hand_up
3	20						1girl, bare_shoulders, closed_mouth, off_shoulder, solo, white_jacket, white_shirt, strapless_shirt, white_background, open_jacket, simple_background, upper_body, looking_at_viewer, necklace, hair_stick, smile, collarbone, long_sleeves

表格版本

#	样本数量	图像1	图像2	图像3	图像4	图像5	1girl	bare_shoulders	closed_mouth	holding_sword	long_sleeves	looking_at_viewer	necklace	open_jacket	smile	solo	strapless_shirt	white_jacket	white_pants	white_shirt	off_shoulder	hair_stick	choker	feet_out_of_frame	green_hair	collarbone	small_breasts	standing	bead_bracelet	cowboy_shot	simple_background	white_background	holding	branch	red_pupils	hand_up	upper_body
0	7						X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
1	15						X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X							X	X	X	X
2	5						X	X	X		X	X	X	X	X	X	X	X	X	X	X	X				X				X	X	X	X	X	X	X
3	20						X	X	X		X	X	X	X	X	X	X	X		X	X	X				X					X	X					X