CyberHarem/layla_genshin

这是一个关于《原神》角色Layla（レイラ/莱依拉）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团队开发的自动爬取系统收集。数据集的核心标签包括长头发、蓝头发、侧发、卷发等。此外，README还提供了数据集的下载链接和加载方式，特别是通过waifuc工具加载原始数据集的方法。

原始信息汇总

数据集概述：layla/レイラ/莱依拉 (Genshin Impact)

数据集基本信息

• 许可: 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: 500张图像及其标签
• 核心标签: long_hair, blue_hair, sidelocks, drill_hair, hair_between_eyes, drill_sidelocks, pointy_ears, yellow_eyes, very_long_hair, breasts, bags_under_eyes, twin_drills, bright_pupils, white_pupils, medium_breasts

数据集下载

包名	图像数量	大小	下载链接	类型	描述
raw	500	1.28 GiB	下载	Waifuc-Raw	原始数据，包含元信息（最小边对齐到1400像素，如果更大）。
1200	500	1.02 GiB	下载	IMG+TXT	数据集，短边不超过1200像素。
stage3-p480-1200	1331	2.00 GiB	下载	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素。

数据集加载

• 加载工具: waifuc

• 加载代码示例: 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/layla_genshin, 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])

数据集标签聚类结果

聚类列表

#	样本数	Img-1	Img-2	Img-3	Img-4	Img-5	标签
0	11						1girl, bare_shoulders, black_gloves, blue_hood, detached_sleeves, gold_footwear, solo, thighlet, white_pantyhose, blue_sleeves, high_heels, hood_up, neck_ring, parted_lips, claw_ring, full_body, looking_at_viewer, juliet_sleeves, sitting, dress
1	16						1girl, bare_shoulders, black_gloves, blue_hood, detached_sleeves, hood_up, looking_at_viewer, solo, thighlet, white_pantyhose, claw_ring, neck_ring, blue_sleeves, parted_lips, juliet_sleeves
2	10						1girl, bare_shoulders, black_gloves, blue_hood, detached_sleeves, hood_up, simple_background, solo, upper_body, claw_ring, looking_at_viewer, neck_ring, parted_lips, white_background, juliet_sleeves, blue_sleeves
3	5						1girl, bare_shoulders, black_gloves, blue_hood, claw_ring, closed_mouth, detached_sleeves, hood_up, looking_at_viewer, neck_ring, solo, upper_body, hand_up, gold_choker, juliet_sleeves, star_(symbol)
4	7						1girl, bare_shoulders, black_gloves, blue_hood, blue_sleeves, claw_ring, detached_sleeves, hood_up, solo, thighlet, white_pantyhose, juliet_sleeves, neck_ring, night_sky, parted_lips, starry_sky, sitting, dress, gold_footwear, looking_at_viewer, outdoors
5	8						1girl, beach, blue_sky, blush, day, gold_footwear, large_breasts, looking_at_viewer, neck_ring, ocean, outdoors, solo, spread_legs, squatting, thighs, cloud, high_heels, bare_shoulders, alternate_breast_size, armpits, arms_behind_head, arms_up, detached_sleeves, open_mouth, shore, sweat, water, cleavage, navel, pussy, bar_censor, cameltoe, closed_mouth, covered_nipples, highleg, one-piece_swimsuit, smile, stomach