generic_character_skins

# Generic Character Skins Dataset

## Summary

This comprehensive dataset provides an extensive collection of **character images** sourced from Zerochan across multiple popular anime, game, and manga franchises. The dataset contains meticulously organized character artwork spanning diverse genres including **gacha games**, **idol franchises**, **fantasy series**, and **action RPGs**. With over 2,000 character folders and thousands of high-quality images, this repository serves as a valuable resource for character recognition, style transfer, and anime art analysis tasks.

The dataset features character images from major franchises such as **Arknights**, **Genshin Impact**, **Bang Dream**, **Fire Emblem**, **Granblue Fantasy**, and many others. Each character is organized in a hierarchical structure with franchise-level categorization, making it easy to navigate and access specific character assets. The images showcase various art styles, character designs, and visual representations from different artists, providing rich diversity for training computer vision models.

This collection is particularly valuable for **anime-style image generation**, **character classification**, and **art style analysis** applications. The dataset's breadth across multiple franchises enables cross-franchise character studies and comparative analysis of character design trends. With consistent naming conventions and systematic organization, researchers and developers can efficiently utilize this dataset for various machine learning projects involving anime character imagery and artwork analysis.

## Original Content

### Directory Structure

The dataset is organized by franchise with character subdirectories:

```
datasets/deepghs/generic_character_skins@main/
├── arknightsnpc/
│ ├── ace/
│ │ ├── Zerochan_3322926.jpg
│ │ └── Zerochan_3811293.png
│ ├── alina/
│ │ ├── Zerochan_3360527.jpg
│ │ └── Zerochan_3758936.jpg
│ └── ... 30 folders in total ...
├── bangdream/
│ ├── aoba_moca/
│ │ ├── Zerochan_2873236.png
│ │ ├── Zerochan_2873237.png
│ │ └── Zerochan_3123874.png
│ └── ... 36 folders in total ...
├── genshinnpc/
│ ├── aether/
│ │ ├── Zerochan_3098155.jpg
│ │ └── Zerochan_3643596.jpg
│ └── ... 59 folders in total ...
└── ... 37 folders in total ...
```

### Supported Franchises

The dataset includes character images from the following major franchises:

- **Arknights** - 30+ characters
- **Bang Dream** - 36+ characters
- **Genshin Impact** - 59+ characters
- **Fire Emblem** - 500+ characters
- **Granblue Fantasy** - 180+ characters
- **Honkai Impact 3rd** - 79+ characters
- **The Idolmaster** - 190+ characters
- **Kantai Collection** - 290+ characters
- **League of Legends** - 130+ characters
- **Love Live series** - Multiple sub-franchises
- And many more...

## Citation

```bibtex
@misc{generic_character_skins,
title = {Generic Character Skins Dataset},
author = {deepghs},
howpublished = {\url{https://huggingface.co/datasets/deepghs/generic_character_skins}},
year = {2023},
note = {Comprehensive collection of anime character images from multiple franchises sourced from Zerochan},
abstract = {This comprehensive dataset provides an extensive collection of character images sourced from Zerochan across multiple popular anime, game, and manga franchises. The dataset contains meticulously organized character artwork spanning diverse genres including gacha games, idol franchises, fantasy series, and action RPGs. With over 2,000 character folders and thousands of high-quality images, this repository serves as a valuable resource for character recognition, style transfer, and anime art analysis tasks.},
keywords = {anime, character-images, zerochan, multi-fandom, image-dataset}
}
```

# 通用角色立绘数据集（Generic Character Skins Dataset）

## 摘要
本综合数据集收录自Zerochan的海量角色图像，涵盖多款热门动画、游戏及漫画IP。数据集内包含经过精心整理的角色美术作品，覆盖抽卡手游（gacha games）、偶像企划（idol franchises）、奇幻系列（fantasy series）以及动作角色扮演游戏（action RPGs）等多元题材。本数据集拥有超过2000个角色文件夹与数千张高质量图像，可为角色识别、风格迁移及动画美术分析等任务提供宝贵的研究资源。

本数据集收录的角色图像来自《明日方舟》（Arknights）、《原神》（Genshin Impact）、《BanG Dream!》、《火焰纹章》（Fire Emblem）、《碧蓝幻想》（Granblue Fantasy）等主流IP。所有角色按照层级结构进行分类，以IP为一级目录，便于检索与获取特定角色素材。图像涵盖了不同画师的多样美术风格、角色设计与视觉表现，为计算机视觉模型的训练提供了丰富的多样性。

该数据集尤其适用于动画风格图像生成、角色分类及美术风格分析等应用场景。其跨多IP的覆盖范围支持跨IP角色研究与角色设计趋势的对比分析。凭借统一的命名规范与系统化的组织方式，研究人员与开发者可高效利用该数据集开展各类涉及动画角色图像与美术分析的机器学习项目。

## 原始内容

### 目录结构
数据集以IP为一级目录，下设角色子目录：

datasets/deepghs/generic_character_skins@main/
├── arknightsnpc/
│ ├── ace/
│ │ ├── Zerochan_3322926.jpg
│ │ └── Zerochan_3811293.png
│ ├── alina/
│ │ ├── Zerochan_3360527.jpg
│ │ └── Zerochan_3758936.jpg
│ └── ... 总计30个文件夹 ...
├── bangdream/
│ ├── aoba_moca/
│ │ ├── Zerochan_2873236.png
│ │ ├── Zerochan_2873237.png
│ │ └── Zerochan_3123874.png
│ └── ... 总计36个文件夹 ...
├── genshinnpc/
│ ├── aether/
│ │ ├── Zerochan_3098155.jpg
│ │ └── Zerochan_3643596.jpg
│ └── ... 总计59个文件夹 ...
└── ... 总计37个文件夹 ...

### 支持的IP
数据集收录以下主流IP的角色图像：
- **明日方舟（Arknights）**：30+角色
- **BanG Dream!**：36+角色
- **原神（Genshin Impact）**：59+角色
- **火焰纹章（Fire Emblem）**：500+角色
- **碧蓝幻想（Granblue Fantasy）**：180+角色
- **崩坏3（Honkai Impact 3rd）**：79+角色
- **偶像大师（The Idolmaster）**：190+角色
- **舰队Collection**：290+角色
- **英雄联盟（League of Legends）**：130+角色
- **Love Live系列**：包含多个子企划
- 以及更多……

## 引用
bibtex
@misc{generic_character_skins,
title = {通用角色立绘数据集（Generic Character Skins Dataset)},
author = {deepghs},
howpublished = {url{https://huggingface.co/datasets/deepghs/generic_character_skins}},
year = {2023},
note = {源自Zerochan的多IP动画角色图像综合合集},
abstract = {本综合数据集收录自Zerochan的海量角色图像，涵盖多款热门动画、游戏及漫画IP。数据集内包含经过精心整理的角色美术作品，覆盖抽卡手游、偶像企划、奇幻系列以及动作角色扮演游戏等多元题材。本数据集拥有超过2000个角色文件夹与数千张高质量图像，可为角色识别、风格迁移及动画美术分析等任务提供宝贵的研究资源。},
keywords = {动画、角色图像、Zerochan、多IP、图像数据集}
}