deepghs/generic_character_skins

---
task_categories: [image-classification, image-to-text, other]
language: [en, ja, zh]
license: cc-by-4.0
size_categories: n>10M
tags: [anime, character-images, zerochan, multi-fandom, image-dataset]
source_datasets: [original]
version: 1.0.0
---

# 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}
}
```

任务类别：[图像分类、图像转文本、其他]
语言：[英语、日语、中文]
许可证：知识共享署名4.0（CC BY 4.0）
规模类别：样本量超过1000万
标签：[动漫、角色图像（character-images）、Zerochan、多企划（multi-fandom）、图像数据集（image-dataset）]
源数据集：原创
版本：1.0.0

# 通用角色形象数据集（Generic Character Skins Dataset）

## 摘要

本综合数据集收录了来自Zerochan的海量角色图像，涵盖众多热门动漫、游戏与漫画企划。数据集内的角色美术作品经过精心整理，覆盖抽卡游戏、偶像企划、奇幻系列、动作角色扮演游戏（action RPGs）等多元题材。本数据集包含超过2000个角色文件夹与数千张高质量图像，可为角色识别、风格迁移以及动漫美术分析等任务提供宝贵的资源支持。

本数据集收录了《明日方舟》《原神》《BanG Dream!》《火焰纹章》《碧蓝幻想》等众多知名企划的角色图像。所有角色按照企划层级进行分层组织，便于用户浏览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漫风格图像生成、角色分类以及美术风格分析等应用场景。其覆盖多企划的广度支持跨企划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，开展各类涉及动漫角色图像与美术分析的机器学习项目。

## 原始内容

### 目录结构

本数据集按企划进行组织，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
│ └── ... 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 ...

### 支持的企划

本数据集包含来自以下知名企划的角色图像：
- **《明日方舟》**：30+ 个角色
- **《BanG Dream!》**：36+ 个角色
- **《原神》**：59+ 个角色
- **《火焰纹章》**：500+ 个角色
- **《碧蓝幻想》**：180+ 个角色
- **《崩坏3》**：79+ 个角色
- **《偶像大师》**：190+ 个角色
- **《舰队Collection》**：290+ 个角色
- **《英雄联盟》**：130+ 个角色
- **《Love Live!系列》**：包含多个子企划
- 以及更多企划……

## 引用格式

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}
}