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CyberHarem/gladiia_arknights

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Hugging Face2024-03-21 更新2024-03-04 收录
下载链接:
https://hf-mirror.com/datasets/CyberHarem/gladiia_arknights
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资源简介:
这是关于gladiia/グレイディーア/歌蕾蒂娅 (Arknights)的数据集,包含132张图片及其标签。核心标签包括红眼、尖耳、长发、灰发、遮住一只眼的头发、白发、胸部、黑色头饰、帽子、耳环。图片从多个网站(如danbooru, pixiv, zerochan等)爬取,爬取系统由DeepGHS团队提供。数据集分为多个包,包括原始数据包、1200像素限制的数据包和3阶段裁剪的数据包。此外,还提供了使用Waifuc加载原始数据集的代码示例,并展示了标签聚类结果的表格。

This is a dataset focused on Gladiia (Arknights, Japanese name: グレイディーア), which contains 132 images and their associated tags. Core tags include red eyes, pointed ears, long hair, grey hair, hair covering one eye, white hair, breasts, black headwear, hat, and earrings. The images were crawled from multiple platforms such as Danbooru, Pixiv, Zerochan, and others, with the crawling system provided by the DeepGHS Team. The dataset is split into several packages, including the original raw dataset package, the package with a 1200-pixel size limit, and the 3-stage cropped package. In addition, code examples for loading the raw dataset using Waifuc are provided, alongside a table displaying the results of tag clustering.
提供机构:
CyberHarem
原始信息汇总

数据集概述:gladiia/グレイディーア/歌蕾蒂娅 (Arknights)

数据集基本信息

  • 许可证: MIT
  • 任务类别: 文本到图像
  • 标签: 艺术, 不适用于所有观众
  • 大小类别: 小于1K

数据集内容

  • 包含内容: 132张图像及其标签
  • 核心标签: red_eyes, pointy_ears, long_hair, grey_hair, hair_over_one_eye, white_hair, breasts, black_headwear, hat, earrings

数据集下载

包名 图像数量 大小 下载链接 类型 描述
raw 132 252.74 MiB 下载 Waifuc-Raw 原始数据,包含元信息(如果图像较大,最小边对齐到1400像素)
1200 132 211.49 MiB 下载 IMG+TXT 数据集,短边不超过1200像素
stage3-p480-1200 323 391.39 MiB 下载 IMG+TXT 三阶段裁剪数据集,区域不小于480x480像素

数据集使用

  • 加载原始数据集: 提供给waifuc加载的原始数据集,包括带标签的图像。使用示例代码如下:

python import os import zipfile from huggingface_hub import hf_hub_download from waifuc.source import LocalSource

下载原始存档文件

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

提取文件到目录

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])

数据集标签聚类结果

原始文本版本

# 样本数 图像示例 标签
0 27 1girl, black_gloves, solo, white_ascot, black_dress, looking_at_viewer, white_pants, holding_polearm, tight_pants, cape, tight_clothes, coat, cowboy_shot, thighhighs, spear, white_background, thigh_boots, black_footwear, simple_background
1 5 1girl, black_dress, black_gloves, high_collar, solo, white_ascot, bare_shoulders, jewelry, upper_body, hand_up, looking_at_viewer, parted_lips, cape, pointy_hat, polearm
2 5 1girl, looking_at_viewer, solo, white_ascot, black_coat, jewelry, long_sleeves, black_dress, cowboy_shot, high_collar, cape, frilled_sleeves, polearm, very_long_hair
3 5 1girl, black_coat, high_collar, solo, upper_body, white_ascot, closed_mouth, looking_at_viewer, pointy_hat, simple_background, black_dress, eyes_visible_through_hair, flower, goth_fashion, white_background
4 8 1girl, alternate_costume, large_breasts, long_sleeves, looking_at_viewer, simple_background, solo, white_background, black_sweater, ribbed_sweater, turtleneck_sweater, huge_breasts, braid, closed_mouth, jewelry, white_pants, cowboy_shot, cropped_legs, eyes_visible_through_hair
5 5 1girl, large_breasts, simple_background, solo, white_background, bare_shoulders, cleavage, jewelry, parted_lips, white_dress, alternate_costume, braid, bridal_gauntlets, looking_at_viewer, black_nails, detached_sleeves, nail_polish, ribbon, single_hair_bun, water

表格版本

# 样本数 图像示例 1girl black_gloves solo white_ascot black_dress looking_at_viewer white_pants holding_polearm tight_pants cape tight_clothes coat cowboy_shot thighhighs spear white_background thigh_boots black_footwear simple_background high_collar bare_shoulders jewelry upper_body hand_up parted_lips pointy_hat polearm black_coat long_sleeves frilled_sleeves very_long_hair closed_mouth eyes_visible_through_hair flower goth_fashion alternate_costume large_breasts black_sweater ribbed_sweater turtleneck_sweater huge_breasts braid cropped_legs cleavage white_dress bridal_gauntlets black_nails detached_sleeves nail_polish ribbon single_hair_bun water
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