CyberHarem/furina_genshin

该数据集是关于《原神》中的角色芙宁娜（Furina/フリーナ/芙宁娜）的图像数据集，包含500张图像及其标签。数据集的核心标签包括蓝色头发、多色头发、蓝眼睛、呆毛、白色头发、眼睛间的头发、长发、条纹头发、浅蓝色头发、异色瞳、帽子、高帽、蓝色头饰、不匹配的瞳孔、胸部等。图像从多个网站（如danbooru、pixiv、zerochan等）爬取，爬取系统由DeepGHS团队提供支持。数据集分为原始数据和经过裁剪的数据集，裁剪后的数据集确保图像面积不小于480x480像素。

原始信息汇总

数据集概述

数据集信息

• 名称: Dataset of furina/フリーナ/芙宁娜 (Genshin Impact)
• 内容: 包含500张图片及其标签
• 核心标签: blue_hair, multicolored_hair, blue_eyes, ahoge, white_hair, hair_between_eyes, long_hair, streaked_hair, light_blue_hair, heterochromia, hat, top_hat, blue_headwear, mismatched_pupils, breasts

数据来源

• 采集站点: danbooru, pixiv, zerochan等
• 采集系统: 由DeepGHS Team开发的自动爬虫系统

数据包列表

名称	图片数量	大小	下载链接	类型	描述	其他图片数量	头部图片数量
raw	500	1.28 GiB	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）	--	--
stage3-p480-1200	1338	2.04 GiB	Download	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素	833	505

数据加载

• 加载工具: waifuc

• 示例代码: python import os import zipfile from huggingface_hub import hf_hub_download from waifuc.source import LocalSource

  下载原始压缩文件

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

  解压文件到指定目录

  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

• 示例:

  #	样本数量	图片1	图片2	图片3	图片4	图片5	标签
  0	13	Img-1	Img-2	Img-3	Img-4	Img-5	1girl, black_gloves, long_sleeves, looking_at_viewer, solo, upper_body, black_ascot, blue_jacket, white_gloves, closed_mouth, mismatched_gloves, simple_background, smile, white_background, blush
  1	8	Img-1	Img-2	Img-3	Img-4	Img-5	1girl, black_gloves, blue_jacket, long_sleeves, looking_at_viewer, sitting, solo, thigh_strap, white_gloves, mismatched_gloves, crossed_legs, thighs, white_shorts, black_ascot, open_mouth, simple_background, white_background, :d, closed_mouth
  2	8	Img-1	Img-2	Img-3	Img-4	Img-5	1girl, blue_gemstone, blue_jacket, long_sleeves, looking_at_viewer, mismatched_gloves, smile, solo, thigh_strap, white_gloves, white_shorts, black_gloves, blue_ascot, blue_brooch, blue_bow, closed_mouth, cowboy_shot, simple_background, water, white_background, black_ascot
  3	37	Img-1	Img-2	Img-3	Img-4	Img-5	1girl, solo, juliet_sleeves, looking_at_viewer, smile, cowlick, white_dress, closed_mouth, blue_dress, drop-shaped_pupils, gradient_dress, very_long_hair, small_breasts
  4	11	Img-1	Img-2	Img-3	Img-4	Img-5	1girl, anklet, barefoot_sandals_(jewelry), solo, toes, cowlick, feet, gradient_dress, juliet_sleeves, blue_dress, drop-shaped_pupils, full_body, looking_at_viewer, very_long_hair, white_dress, bare_legs, blue_nails, toenail_polish, closed_mouth, smile, toe_ring, standing, water, sitting, small_breasts, two-tone_hair
  5	5	Img-1	Img-2	Img-3	Img-4	Img-5	1girl, alternate_costume, full_body, looking_at_viewer, solo, bare_shoulders, blue_dress, cleavage, high_heels, medium_breasts, standing, thigh_strap, very_long_hair, black_footwear, blue_gemstone, drop-shaped_pupils, hair_bow, open_mouth, sleeveless_dress, :d, black_dress, black_gloves, frilled_dress, gradient_dress, jewelry, legs, short_sleeves, water
  6	8	Img-1	Img-2	Img-3	Img-4	Img-5	1girl, looking_at_viewer, navel, stomach, solo, bare_shoulders, blush, thighs, cleavage, medium_breasts, short_hair, white_bra, white_panties, blue_bra, blue_panties, collarbone, drop-shaped_pupils, on_back, white_thighhighs, bed_sheet, blue_nails, pillow, underwear_only
  7	9	Img-1	Img-2	Img-3	Img-4	Img-5	1girl, alternate_costume, looking_at_viewer, solo, blush, fake_animal_ears, playboy_bunny, rabbit_ears, strapless_leotard, bare_shoulders, sitting, blue_leotard, detached_collar, open_mouth, small_breasts, smile, thighs, wrist_cuffs, bow, covered_navel, pantyhose, rabbit_tail, simple_background, two-tone_hair, white_thighhighs
  8	5	Img-1	Img-2	Img-3	Img-4	Img-5	1girl, alternate_costume, bare_shoulders, looking_at_viewer, smile, solo, white_dress, white_gloves, blue_flower, elbow_gloves, holding_bouquet, open_mouth, strapless_dress, wedding_dress, bridal_veil, closed_mouth, collarbone, hair_flower, rose, sitting, upper_body, white_background
  9	5	Img-1	Img-2	Img-3	Img-4	Img-5	1girl, bare_shoulders, blue_sky, day, looking_at_viewer, outdoors, solo, cloud, collarbone, alternate_costume, beach, blush, cleavage, navel, ocean, smile, stomach, blue_bikini, frills, holding, necklace, off_shoulder, small_breasts, strap_slip
  10	10	Img-1	Img-2	[Img-3](https://hugging

搜集汇总

背景与挑战

背景概述

该数据集名为'furina_genshin'，专注于文本到图像生成任务，规模中等（1K-10K），包含艺术类内容，标记为不适于所有受众，采用MIT许可证。