---
task_categories:
- image-classification
language:
- zh
- en
- ja
- multilingual
license: cc-by-4.0
size_categories:
- 1K<n<10K
tags:
- game-character
- skins
- artwork
- computer-vision
- image-dataset
version: 1.0.0
---

# Game Character Skins Dataset

## Summary

This comprehensive dataset contains **game character skins** and **artwork** from multiple popular mobile and PC games, providing a rich collection of character visual assets for computer vision research and game development applications. The dataset spans eight major game titles including **Arknights**, **Azur Lane**, **Blue Archive**, **Fate/Grand Order**, **Genshin Impact**, **Girls' Frontline**, **Neural Cloud**, **Nikke**, **Path to Nowhere**, and **Honkai: Star Rail**, offering diverse artistic styles and character designs across different gaming genres.

The collection features **high-resolution character artwork** with multiple skin variations, including default outfits, special event costumes, seasonal themes, and promotional skins. Each character is organized with their respective game-specific identifiers and skin names, making it easy to navigate and reference specific character designs. The dataset includes various types of character art such as full-body illustrations, skill burst animations, chibi versions, and damaged artwork variants, providing comprehensive visual coverage for each character.

This dataset is particularly valuable for **computer vision tasks** including character recognition, style transfer, image generation, and aesthetic analysis. The multi-game nature allows for cross-game style comparison and analysis of character design trends across different developers and art directions. With thousands of unique character skins and multiple variations per character, the dataset offers substantial diversity in character design, art styles, and thematic elements that can support various machine learning applications in the gaming and creative industries.

Keywords: **game-character**, **skins**, **artwork**, **computer-vision**, **multi-game**

## Dataset Structure

The dataset is organized hierarchically by game title, then by character identifier, with individual skin files:

```
game_character_skins/
├── arknights/          # 377 characters with multiple skins
├── azurlane/           # 737 characters with multiple skins  
├── bluearchive/        # 113 characters with multiple skins
├── fgo/               # 406 characters with multiple skins
├── genshin/           # 79 characters with multiple skins
├── girlsfrontline/    # 439 characters with multiple skins
├── neuralcloud/       # 81 characters with multiple skins
├── nikke/             # 113 characters with multiple skins
├── pathtonowhere/     # 88 characters with multiple skins
└── starrail/          # 44 characters with multiple skins
```

## Original Content

### Directory Tree

This is the directory tree of this repository:
```
datasets/deepghs/game_character_skins@main/
├── arknights
│   ├── A41
│   │   └── 默认服装_精英零.png
│   ├── A42
│   │   └── 默认服装_精英零.png
│   ├── A43
│   │   └── 默认服装_精英零.png
│   ├── A44
│   │   └── 默认服装_精英零.png
│   ├── AA00
│   │   ├── 注目深渊.png
│   │   ├── 默认服装_精英二.png
│   │   └── 默认服装_精英零.png
│   ├── AA01
│   │   ├── 下一顿午茶.png
│   │   ├── 驭浪_WR04.png
│   │   ├── 默认服装_精英二.png
│   │   └── 默认服装_精英零.png
│   └── ... 377 folders in total ...
├── azurlane
│   ├── 001
│   │   ├── Default.png
│   │   ├── Universal_Enhanced_Rigging_Experimental_α.png
│   │   └── chibi.png
│   ├── 002
│   │   ├── Default.png
│   │   ├── Prototype_Advanced_Weaponry_Prop.png
│   │   └── chibi.png
│   ├── 003
│   │   ├── Default.png
│   │   └── chibi.png
│   └── ... 737 folders in total ...
├── bluearchive
│   ├── airi
│   │   └── 默认.png
│   ├── akane
│   │   ├── 兔女郎.png
│   │   └── 默认.png
│   ├── akari
│   │   ├── 正月.png
│   │   └── 默认.png
│   └── ... 113 folders in total ...
├── fgo
│   ├── 1
│   │   ├── Bright_Voyager.png
│   │   ├── Grail_League_1星.png
│   │   ├── Grail_League_2星.png
│   │   ├── Grail_League_3星.png
│   │   ├── Grail_League_4星.png
│   │   ├── Grail_League_5星.png
│   │   ├── 奥特瑙斯.png
│   │   ├── 奥特瑙斯_改建型.png
│   │   ├── 常夏的泳装.png
│   │   ├── 常夏的泳装Ver_02.png
│   │   ├── 愚人节.png
│   │   ├── 愚人节_奥特瑙斯.png
│   │   ├── 第1阶段.png
│   │   ├── 第2阶段.png
│   │   ├── 第3阶段.png
│   │   └── 第4阶段.png
│   ├── 2
│   │   ├── Grail_League_1星.png
│   │   ├── Grail_League_2星.png
│   │   ├── Grail_League_3星.png
│   │   ├── Grail_League_4星.png
│   │   ├── Grail_League_5星.png
│   │   ├── 愚人节.png
│   │   ├── 第1阶段.png
│   │   ├── 第2阶段.png
│   │   ├── 第3阶段.png
│   │   ├── 第4阶段.png
│   │   └── 简易灵衣_风王结界.png
│   └── ... 406 folders in total ...
├── genshin
│   ├── albedo
│   │   ├── Card.png
│   │   ├── In_Game.png
│   │   └── Wish.png
│   ├── alhaitham
│   │   ├── Card.png
│   │   ├── In_Game.png
│   │   └── Wish.png
│   ├── aloy
│   │   ├── Card.png
│   │   ├── In_Game.png
│   │   └── Wish.png
│   └── ... 79 folders in total ...
├── girlsfrontline
│   ├── 1
│   │   ├── Full_artwork.png
│   │   ├── Full_damaged_artwork.png
│   │   ├── Neural_Upgrade_full_artwork.png
│   │   ├── Neural_Upgrade_full_damaged_artwork.png
│   │   ├── Queen_of_Miracles_damaged_artwork.png
│   │   ├── Queen_of_Miracles_full_artwork.png
│   │   ├── Wish_Upon_A_Star_damaged_artwork.png
│   │   └── Wish_Upon_A_Star_full_artwork.png
│   ├── 2
│   │   ├── Breaker_of_the_Sky_full_artwork.png
│   │   ├── Breaker_of_the_Sky_full_damaged_artwork.png
│   │   ├── Full_artwork.png
│   │   ├── Full_damaged_artwork.png
│   │   ├── M1911_costume4.png
│   │   ├── M1911_costume4_D.png
│   │   ├── Neural_Upgrade_full_artwork.png
│   │   ├── Neural_Upgrade_full_damaged_artwork.png
│   │   ├── Tin_Soldier_s_Marvelous_Day_full_artwork.png
│   │   └── Tin_Soldier_s_Marvelous_Day_full_damaged_artwork.png
│   └── ... 439 folders in total ...
├── neuralcloud
│   ├── 1001
│   │   ├── 与你同行_完形投影.png
│   │   ├── 二象性_帕斯卡_愚者二象性.png
│   │   ├── 午后小憩_云端拾忆.png
│   │   ├── 平安赠礼_圣夜邀约.png
│   │   ├── 循光意中人_乐园初夏之约.png
│   │   ├── 摩卡重奏_巡游日.png
│   │   ├── 满心投影_满心可可.png
│   │   ├── 特别AI研究员_扩容投影.png
│   │   ├── 特别AI研究员_默认投影.png
│   │   └── 绛夜沉醉_耀彩盛夜.png
│   ├── 1002
│   │   ├── 二象性_安冬妮娜_愚者二象性.png
│   │   ├── 天网深潜者_完形投影.png
│   │   ├── 最初口令_唤醒.png
│   │   ├── 满心投影_满心可可.png
│   │   ├── 煦日轻絮_乐园初夏之约.png
│   │   ├── 网安精英_扩容投影.png
│   │   ├── 网安精英_默认投影.png
│   │   ├── 银装初上_圣夜邀约.png
│   │   └── 黑帷幕之曲_永夜游行.png
│   └── ... 81 folders in total ...
├── nikke
│   ├── 2b
│   │   ├── 2B.png
│   │   ├── 2B_YoRHa_Uniform_1_s_Skill_Burst.png
│   │   ├── 2B_s_Skill_Burst.png
│   │   ├── Animated.gif
│   │   ├── Metamorphic_Damage.png
│   │   └── YoRHa_Uniform_1.png
│   ├── a2
│   │   ├── A2.png
│   │   ├── A2_s_Skill_Burst.png
│   │   ├── Animated.gif
│   │   ├── Metamorphic_Damage.png
│   │   └── YoRHa_Uniform_Prototype.png
│   └── ... 113 folders in total ...
├── pathtonowhere
│   ├── MBCC-S-006
│   │   ├── 升阶.png
│   │   ├── 夜宴来客.png
│   │   ├── 恶海女爵.png
│   │   ├── 立绘.png
│   │   └── 证件照.png
│   ├── MBCC-S-008
│   │   ├── 升阶.png
│   │   ├── 奥吉莉亚.png
│   │   ├── 审讯.png
│   │   ├── 欢愉调.png
│   │   ├── 立绘.png
│   │   └── 证件照.png
│   └── ... 88 folders in total ...
└── starrail
    ├── argenti
    │   ├── 大招立绘.png
    │   ├── 立绘卡片.jpg
    │   └── 角色介绍立绘.png
    ├── arlan
    │   ├── 大招立绘.png
    │   └── 角色介绍立绘.png
    ├── asta
    │   ├── 大招立绘.png
    │   └── 角色介绍立绘.png
    └── ... 44 folders in total ...
```

## Citation

```bibtex
@misc{game_character_skins_dataset,
  title        = {{Game Character Skins Dataset}},
  author       = {deepghs},
  howpublished = {\url{https://huggingface.co/datasets/deepghs/game_character_skins}},
  year         = {2023},
  note         = {A comprehensive collection of game character skins and artwork from multiple popular games including Arknights, Azur Lane, Genshin Impact, and more},
  abstract     = {This comprehensive dataset contains game character skins and artwork from multiple popular mobile and PC games, providing a rich collection of character visual assets for computer vision research and game development applications. The dataset spans eight major game titles including Arknights, Azur Lane, Blue Archive, Fate/Grand Order, Genshin Impact, Girls' Frontline, Neural Cloud, Nikke, Path to Nowhere, and Honkai: Star Rail, offering diverse artistic styles and character designs across different gaming genres. The collection features high-resolution character artwork with multiple skin variations, including default outfits, special event costumes, seasonal themes, and promotional skins.},
  keywords     = {game-character, skins, artwork, computer-vision, multi-game}
}
```