CyberHarem/anastasia_fgo

这是一个名为anastasia/アナスタシア/阿纳斯塔西娅 (Fate/Grand Order)的数据集，包含500张图片及其标签。核心标签包括`long_hair, blue_eyes, very_long_hair, white_hair, hairband, hair_over_one_eye, crown, breasts, grey_hair, mini_crown`。图片从多个网站（如danbooru, pixiv, zerochan等）爬取，爬取系统由DeepGHS团队开发。数据集提供了多个版本的下载链接，包括原始数据、1200像素版本和3阶段裁剪版本。此外，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

数据集信息

• 名称: Dataset of anastasia/アナスタシア/阿纳斯塔西娅 (Fate/Grand Order)
• 描述: 包含500张图片及其标签，关于角色anastasia/アナスタシア/阿纳斯塔西娅 (Fate/Grand Order)。
• 核心标签: long_hair, blue_eyes, very_long_hair, white_hair, hairband, hair_over_one_eye, crown, breasts, grey_hair, mini_crown
• 许可: MIT
• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 大小类别: n<1K

数据集包列表

名称	图片数量	大小	下载链接	类型	描述
raw	500	814.79 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	500	710.69 MiB	Download	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	1223	1.31 GiB	Download	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。

加载原始数据集

提供原始数据集（包括标记的图像）用于waifuc加载。示例代码如下： python import os import zipfile from huggingface_hub import hf_hub_download from waifuc.source import LocalSource

下载原始归档文件

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

提取文件到你的目录

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	图片1	图片2	图片3	图片4	图片5	标签
0	8						1girl, cape, doll, holding, solo, white_dress, blue_cloak, looking_at_viewer, fur_trim, jewelry
1	6						1girl, looking_at_viewer, necklace, pendant, solo, white_dress, collarbone, holding_doll, closed_mouth, bare_shoulders, fur_trim
2	11						1girl, bare_shoulders, necklace, pendant, solo, white_dress, cleavage, collarbone, large_breasts, looking_at_viewer, blush, medium_breasts, neck_ring, open_mouth
3	9						1girl, bare_shoulders, blush, cleavage, collarbone, looking_at_viewer, solo, thighs, outdoors, parted_lips, day, earrings, navel, beach, blue_sky, bracelet, cloud, large_breasts, necklace, ocean, water_drop, white_bikini, choker, hair_ornament, wet, medium_breasts, pendant, side-tie_bikini_bottom
4	6						1girl, bare_shoulders, blue_bikini, blush, cleavage, hair_bow, large_breasts, looking_at_viewer, ponytail, puffy_long_sleeves, smile, blue_skirt, collarbone, necklace, solo, doll, miniskirt, navel, open_mouth, blue_sky, innertube, swim_ring, thighs, watermelon_slice
5	12						1girl, looking_at_viewer, solo, vertical-striped_clothes, white_shirt, vertical-striped_skirt, blush, collared_shirt, holding, closed_mouth, outdoors, day, smile, doll
6	21						1girl, solo, looking_at_viewer, long_sleeves, fur_hat, red_jacket, smile, fur-trimmed_jacket, blush, doll, white_headwear, holding, pantyhose, red_coat, shirt, white_skirt, choker, open_jacket
7	9						1girl, blush, long_sleeves, fur_trim, looking_at_viewer, blue_skirt, pantyhose, solo, white_sweater, black_jacket, hood_up, earrings, large_breasts, open_jacket, pleated_skirt, smile, doll, hooded_jacket
8	5						1girl, blush, collared_shirt, long_sleeves, looking_at_viewer, solo, white_shirt, pleated_skirt, school_uniform, bowtie, open_jacket, plaid_skirt, simple_background, thighs, white_background, black_bra, black_jacket, black_skirt, closed_mouth, cowboy_shot, dress_shirt, hand_up, large_breasts, miniskirt, off_shoulder, smile, thighhighs
9	6						1girl, blush, cleavage, collarbone, lingerie, looking_at_viewer, navel, parted_lips, solo, bare_shoulders, blue_bra, blue_panties, large_breasts, simple_background, thighs, underwear_only, cowboy_shot, hand_up, lace-trimmed_bra, stomach, white_background, hair_between_eyes