CyberHarem/asuna_pokemon

--- license: mit task_categories: - text-to-image tags: - art - not-for-all-audiences size_categories: - n<1K --- # Dataset of asuna/アスナ (Pokémon) This is the dataset of asuna/アスナ (Pokémon), containing 500 images and their tags. The core tags of this character are `red_hair, breasts, long_hair, red_eyes, ponytail, large_breasts`, which are pruned in this dataset. Images are crawled from many sites (e.g. danbooru, pixiv, zerochan ...), the auto-crawling system is powered by [DeepGHS Team](https://github.com/deepghs)([huggingface organization](https://huggingface.co/deepghs)). ## List of Packages | Name | Images | Size | Download | Type | Description | |:-----------------|---------:|:-----------|:---------------------------------------------------------------------------------------------------------------|:-----------|:---------------------------------------------------------------------| | raw | 500 | 472.19 MiB | [Download](https://huggingface.co/datasets/CyberHarem/asuna_pokemon/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | | 800 | 500 | 294.18 MiB | [Download](https://huggingface.co/datasets/CyberHarem/asuna_pokemon/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. | | stage3-p480-800 | 1082 | 583.04 MiB | [Download](https://huggingface.co/datasets/CyberHarem/asuna_pokemon/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | | 1200 | 500 | 428.21 MiB | [Download](https://huggingface.co/datasets/CyberHarem/asuna_pokemon/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | | stage3-p480-1200 | 1082 | 781.04 MiB | [Download](https://huggingface.co/datasets/CyberHarem/asuna_pokemon/resolve/main/dataset-stage3-p480-1200.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | ### Load Raw Dataset with Waifuc We provide raw dataset (including tagged images) for [waifuc](https://deepghs.github.io/waifuc/main/tutorials/installation/index.html) loading. If you need this, just run the following code ```python import os import zipfile from huggingface_hub import hf_hub_download from waifuc.source import LocalSource # download raw archive file zip_file = hf_hub_download( repo_id='CyberHarem/asuna_pokemon', repo_type='dataset', filename='dataset-raw.zip', ) # extract files to your directory dataset_dir = 'dataset_dir' os.makedirs(dataset_dir, exist_ok=True) with zipfile.ZipFile(zip_file, 'r') as zf: zf.extractall(dataset_dir) # load the dataset with waifuc source = LocalSource(dataset_dir) for item in source: print(item.image, item.meta['filename'], item.meta['tags']) ``` ## List of Clusters List of tag clustering result, maybe some outfits can be mined here. ### Raw Text Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | Tags | |----:|----------:|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| | 0 | 5 |  |  |  |  |  | 1girl, navel, nipples, solo, no_bra, pants_pull, pussy, shirt_lift, smile, jeans, no_panties, blush, female_pubic_hair, hair_over_one_eye, holding_poke_ball, medium_breasts, poke_ball_(basic), undressing | | 1 | 12 |  |  |  |  |  | 1girl, crop_top, midriff, navel, :d, looking_at_viewer, open_mouth, solo, collarbone, tied_shirt, bangs, belt, simple_background, black_shirt, holding_poke_ball, poke_ball_(basic), white_background, cleavage, green_pants, sleeveless, hand_on_hip, standing, teeth | | 2 | 7 |  |  |  |  |  | 1girl, holding_poke_ball, poke_ball_(basic), bangs, cleavage, crop_top, looking_at_viewer, midriff, solo, belt, navel, teeth, tied_shirt, black_shirt, collarbone, green_pants, grin, hair_tie, jeans, sleeveless | | 3 | 5 |  |  |  |  |  | 1girl, crop_top, holding_poke_ball, midriff, poke_ball_(basic), smile, navel, open_mouth, fire, pokemon_(creature), belt, cleavage, hair_over_one_eye, jeans, looking_at_viewer, solo | | 4 | 8 |  |  |  |  |  | 1girl, crop_top, cropped_shirt, jeans, midriff, navel, smile, solo, looking_at_viewer, white_background, black_shirt, open_mouth, red_belt, simple_background | | 5 | 6 |  |  |  |  |  | 1girl, nipples, solo, blush, nude, one_eye_closed, open_mouth, onsen, smile, steam, towel, water | | 6 | 6 |  |  |  |  |  | 1girl, nipples, shirt_lift, solo, hair_over_one_eye, navel, blush, bottomless, open_mouth, pink_hair, pussy | | 7 | 9 |  |  |  |  |  | 1girl, blush, hetero, nipples, sex, vaginal, 1boy, navel, penis, pussy, solo_focus, sweat, bar_censor, open_mouth, spread_legs, completely_nude, missionary, teeth | | 8 | 6 |  |  |  |  |  | 1boy, 1girl, completely_nude, hetero, nipples, ass, blush, mixed_bathing, onsen, open_mouth, sex_from_behind, water, doggystyle, cum_in_pussy, looking_back, vaginal | | 9 | 9 |  |  |  |  |  | 1boy, 1girl, hetero, nipples, penis, solo_focus, blush, facial, open_mouth, cum_in_mouth, censored, cum_on_body, ejaculation, nude, paizuri, shirt_lift, smile, sweat | | 10 | 9 |  |  |  |  |  | 1boy, 1girl, hetero, nude, solo_focus, uncensored, blush, cum, hair_tie, nipples, open_mouth, licking_penis, saliva, tongue | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | navel | nipples | solo | no_bra | pants_pull | pussy | shirt_lift | smile | jeans | no_panties | blush | female_pubic_hair | hair_over_one_eye | holding_poke_ball | medium_breasts | poke_ball_(basic) | undressing | crop_top | midriff | :d | looking_at_viewer | open_mouth | collarbone | tied_shirt | bangs | belt | simple_background | black_shirt | white_background | cleavage | green_pants | sleeveless | hand_on_hip | standing | teeth | grin | hair_tie | fire | pokemon_(creature) | cropped_shirt | red_belt | nude | one_eye_closed | onsen | steam | towel | water | bottomless | pink_hair | hetero | sex | vaginal | 1boy | penis | solo_focus | sweat | bar_censor | spread_legs | completely_nude | missionary | ass | mixed_bathing | sex_from_behind | doggystyle | cum_in_pussy | looking_back | facial | cum_in_mouth | censored | cum_on_body | ejaculation | paizuri | uncensored | cum | licking_penis | saliva | tongue | |----:|----------:|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:--------|:--------|:----------|:-------|:---------|:-------------|:--------|:-------------|:--------|:--------|:-------------|:--------|:--------------------|:--------------------|:--------------------|:-----------------|:--------------------|:-------------|:-----------|:----------|:-----|:--------------------|:-------------|:-------------|:-------------|:--------|:-------|:--------------------|:--------------|:-------------------|:-----------|:--------------|:-------------|:--------------|:-----------|:--------|:-------|:-----------|:-------|:---------------------|:----------------|:-----------|:-------|:-----------------|:--------|:--------|:--------|:--------|:-------------|:------------|:---------|:------|:----------|:-------|:--------|:-------------|:--------|:-------------|:--------------|:------------------|:-------------|:------|:----------------|:------------------|:-------------|:---------------|:---------------|:---------|:---------------|:-----------|:--------------|:--------------|:----------|:-------------|:------|:----------------|:---------|:---------| | 0 | 5 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 1 | 12 |  |  |  |  |  | X | X | | X | | | | | | | | | | | X | | X | | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 2 | 7 |  |  |  |  |  | X | X | | X | | | | | | X | | | | | X | | X | | X | X | | X | | X | X | X | X | | X | | X | X | X | | | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 3 | 5 |  |  |  |  |  | X | X | | X | | | | | X | X | | | | X | X | | X | | X | X | | X | X | | | | X | | | | X | | | | | | | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 4 | 8 |  |  |  |  |  | X | X | | X | | | | | X | X | | | | | | | | | X | X | | X | X | | | | | X | X | X | | | | | | | | | | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 5 | 6 |  |  |  |  |  | X | | X | X | | | | | X | | | X | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 6 | 6 |  |  |  |  |  | X | X | X | X | | | X | X | | | | X | | X | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 7 | 9 |  |  |  |  |  | X | X | X | | | | X | | | | | X | | | | | | | | | | | X | | | | | | | | | | | | | X | | | | | | | | | | | | | | | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | 8 | 6 |  |  |  |  |  | X | | X | | | | | | | | | X | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | X | | | X | | | X | | X | X | | | | | | X | | X | X | X | X | X | X | | | | | | | | | | | | | 9 | 9 |  |  |  |  |  | X | | X | | | | | X | X | | | X | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | X | | | | | | | | X | | | X | X | X | X | | | | | | | | | | | X | X | X | X | X | X | | | | | | | 10 | 9 |  |  |  |  |  | X | | X | | | | | | | | | X | | | | | | | | | | | X | | | | | | | | | | | | | | | X | | | | | X | | | | | | | | X | | | X | | X | | | | | | | | | | | | | | | | | | X | X | X | X | X |

原始信息汇总

数据集概述

数据集基本信息

• 名称: asuna/アスナ (Pokémon)
• 许可证: MIT
• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 大小类别: n<1K

数据集内容

• 图像数量: 500
• 核心标签: red_hair, breasts, long_hair, red_eyes, ponytail, large_breasts

数据包列表

名称	图像数量	大小	类型	描述
raw	500	472.19 MiB	Waifuc-Raw	原始数据，包含元信息（最小边对齐到1400像素，如果更大）。
800	500	294.18 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	1082	583.04 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	500	428.21 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	1082	781.04 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。

标签聚类结果

原始文本版本

#	样本数量	图像示例	标签
0	5		1girl, navel, nipples, solo, no_bra, pants_pull, pussy, shirt_lift, smile, jeans, no_panties, blush, female_pubic_hair, hair_over_one_eye, holding_poke_ball, medium_breasts, poke_ball_(basic), undressing
1	12		1girl, crop_top, midriff, navel, :d, looking_at_viewer, open_mouth, solo, collarbone, tied_shirt, bangs, belt, simple_background, black_shirt, holding_poke_ball, poke_ball_(basic), white_background, cleavage, green_pants, sleeveless, hand_on_hip, standing, teeth
2	7		1girl, holding_poke_ball, poke_ball_(basic), bangs, cleavage, crop_top, looking_at_viewer, midriff, solo, belt, navel, teeth, tied_shirt, black_shirt, collarbone, green_pants, grin, hair_tie, jeans, sleeveless
3	5		1girl, crop_top, holding_poke_ball, midriff, poke_ball_(basic), smile, navel, open_mouth, fire, pokemon_(creature), belt, cleavage, hair_over_one_eye, jeans, looking_at_viewer, solo
4	8		1girl, crop_top, cropped_shirt, jeans, midriff, navel, smile, solo, looking_at_viewer, white_background, black_shirt, open_mouth, red_belt, simple_background
5	6		1girl, nipples, solo, blush, nude, one_eye_closed, open_mouth, onsen, smile, steam, towel, water
6	6		1girl, nipples, shirt_lift, solo, hair_over_one_eye, navel, blush, bottomless, open_mouth, pink_hair, pussy
7	9		1girl, blush, hetero, nipples, sex, vaginal, 1boy, navel, penis, pussy, solo_focus, sweat, bar_censor, open_mouth, spread_legs, completely_nude, missionary, teeth
8	6		1boy, 1girl, completely_nude, hetero, nipples, ass, blush, mixed_bathing, onsen, open_mouth, sex_from_behind, water, doggystyle, cum_in_pussy, looking_back, vaginal
9	9		1boy, 1girl, hetero, nipples, penis, solo_focus, blush, facial, open_mouth, cum_in_mouth, censored, cum_on_body, ejaculation, nude, paizuri, shirt_lift, smile, sweat
10	9		1boy, 1girl, hetero, nude, solo_focus, uncensored, blush, cum, hair_tie, nipples, open_mouth, licking_penis, saliva, tongue

搜集汇总

数据集介绍

构建方式

在动漫角色数据集构建领域，CyberHarem/asuna_pokemon 数据集针对宝可梦系列中的角色 asuna（アスナ）进行了精心采集。该数据集包含 500 张图像及其对应标签，核心标签如 red_hair、breasts、long_hair 等已被精简处理。图像数据通过自动化爬取系统从 Danbooru、Pixiv、Zerochan 等多个站点获取，该系统由 DeepGHS 团队开发并提供支持。数据集提供了多种打包版本，包括原始元数据包（raw）、短边不超过 800 或 1200 像素的标准化版本，以及经过三阶段裁剪、面积不低于 480×480 像素的增强版本，以满足不同训练需求。

特点

该数据集的一大特色在于其丰富的标签聚类结果，通过自动聚类分析，可将图像按视觉语义分组，例如不同着装、姿态或场景下的角色表现，从而挖掘出潜在的角色服装搭配模式。同时，数据集中包含了大量带有详细标注的标签信息，涵盖角色外貌、动作、互动乃至敏感内容，为文本到图像生成任务提供了细粒度的条件控制。此外，数据集提供了从原始高分辨率到裁剪压缩的多尺度版本，兼顾了模型训练的效率与图像质量。

使用方法

使用该数据集时，研究者可通过 Hugging Face Hub 直接下载所需的打包文件。对于原始数据，推荐使用 waifuc 库进行加载，通过调用 hf_hub_download 函数获取 dataset-raw.zip 文件，解压后利用 LocalSource 接口遍历图像及其元数据与标签。此外，也可以直接下载 800 或 1200 等标准化版本，这些版本以 IMG+TXT 格式提供，便于快速集成到常见的文本到图像训练流程中。对于需要更高裁剪精度的场景，stage3 系列版本是优选，其预处理后的图像数据可直接用于模型微调。

背景与挑战

背景概述

在文本到图像生成领域，高质量、精细标注的角色数据集是推动模型生成能力提升的关键。CyberHarem/asuna_pokemon数据集于近期由DeepGHS团队创建，专注于宝可梦系列中的角色asuna（アスナ），收录了500张经过标签化处理的图像。该数据集旨在为二次元角色生成任务提供标准化资源，其核心标签如红发、长马尾、红瞳等被精心筛选，以简化训练流程。通过从Danbooru、Pixiv、Zerochan等多平台自动爬取，并结合Waifuc工具进行加载与预处理，该数据集为角色定制化生成研究奠定了数据基础，对动漫风格图像生成领域具有显著参考价值。

当前挑战

该数据集面临多重挑战。首先，领域问题上，文本到图像生成需应对角色特征一致性难题，例如asuna的复杂服饰与发型在不同场景下的准确还原，以及从有限图像中泛化出高质量生成结果。其次，构建过程中，自动爬取机制虽高效，却引入了标签噪声与版权风险，部分图像包含成人内容（如裸露、性暗示），需谨慎处理以符合伦理规范。此外，数据集规模较小（500张），可能限制模型在多样姿态与背景下的表现，而多分辨率版本（如800px、1200px）的裁剪策略需平衡图像质量与计算效率，避免信息损失或冗余。

常用场景

经典使用场景

在文本到图像生成领域，CyberHarem/asuna_pokemon数据集为角色定制化生成提供了高质量的素材。该数据集收录了500张宝可梦角色アスナ的精美图像及其详尽标签，涵盖多种服饰、姿态与场景，特别适合用于训练扩散模型或生成对抗网络，以学习特定角色在多样化情境下的视觉表征。研究者可基于其多分辨率版本（如800px、1200px）和裁剪后的stage3数据集，开展角色一致性保持、风格迁移或细粒度属性控制等经典任务，成为角色驱动图像生成研究的重要基石。

解决学术问题

该数据集有效解决了动漫角色图像生成中数据稀缺与标签不统一的核心学术难题。通过汇聚来自Danbooru、Pixiv等多源平台的图像并统一标注核心属性（如红发、巨乳、马尾辫），它支持了角色身份保持、多模态对齐以及标签噪声鲁棒性等研究方向。其意义在于为细粒度的视觉-语言关联分析提供了标准化基准，推动了可控生成、零样本角色合成等前沿课题的发展，并促进了图像生成模型在二次元文化领域的学术探索。

衍生相关工作

该数据集衍生了一系列经典工作，包括基于waifuc框架的自动化数据爬取与预处理流水线，以及多尺度图像集（如stage3-p480-800）的构建方法。这些工作启发了后续研究者开发更高效的角色数据集构建工具，如DeepGHS团队的相关项目。同时，标签聚类分析为图像检索和场景理解提供了新思路，催生了面向动漫角色的无监督特征学习研究，并促进了HuggingFace社区中角色数据集的标准化与共享生态。