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。This is a dataset focused on Genshin Impact character Layla (レイラ/莱依拉), containing 500 images and their corresponding labels. The images are sourced from multiple platforms including danbooru, pixiv, zerochan, etc., and collected via an automated crawling system developed by the DeepGHS team. Core tags of the dataset include long hair, blue hair, side hair, curly hair, and so on. Additionally, the README provides download links and loading methods for the dataset, specifically the approach to load the original dataset using the waifuc tool.

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

搜集汇总

背景与挑战

背景概述

该数据集是一个专注于文本到图像生成任务的数据集，规模在1,000到10,000条数据之间，主要用于艺术相关应用。它被标记为'Not-For-All-Audiences'，表明可能包含敏感或不适合所有用户的内容，使用时需注意其潜在风险。