File size: 2,619 Bytes
16f5030 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 |
---
license: mit
---
## 📚 Dataset Summary
This dataset features **1,941 anime character images**, neatly organized into **322 folders**, each representing a different anime series 🎌.
- 📦 **Size of downloaded files**: 152 MB
- 🪄 **Size of auto-converted Parquet files**: 151 MB
- 📊 **Split**: Train only
- 🎭 **Classes**: 322 unique anime titles
Perfect for **image classification**, **anime recommendation systems**, and **visual style analysis**! 🎨✨
---
## 🏆 Supported Tasks
- 🖼️ **Image Classification**: Predict the anime title based on a character image.
- 🔍 **Visual Similarity Retrieval**: Find visually similar anime styles.
- 🛠️ **Model Fine-tuning**: Customize vision models (ViT, ConvNeXt, etc.) for anime domains.
---
## 🗂️ Dataset Structure
### 📁 Directory Layout
```
Anime_Characters/
├── dataset/
│ ├── .hack__G.U. Returner/
│ │ ├── Haseo.png
│ │ ├── Ovan.png ...
│ ├── Air Gear/
│ │ ├── Onigiri.png ...
│ ├── Bleach/
│ │ ├── Ichigo Kurosaki.png ...
│ └── (other anime folders...)
├── anime_characters_dataset.json
├── .gitignore
└── README.md
```
Each folder inside `dataset/` represents an **anime class**, and contains images of characters from that anime. 📸
---
## 📝 Metadata (anime_characters_dataset.json)
The file `anime_characters_dataset.json` contains a list of all images and their associated labels.
---
## 🔢 Data Fields
- `image_path` ➡️ Path to the character image.
- `label` ➡️ Anime series title (class label).
---
## 📊 Data Splits
| Split | Number of Images |
|------|------------------|
| Train | 1,941 |
🔔 *Note: No official validation/test split is provided — users can create their own!*
---
## 🚀 Usage Example
```python
import json
# Load the metadata
with open('anime_characters_dataset.json', 'r') as f:
data = json.load(f)
# Example usage
print(data[0])
```
---
## ⚖️ Licensing
⚠️ **Important**:
This dataset may include content protected by copyright.
It is intended strictly for **educational, research, or non-commercial use** under fair use laws.
Always verify before commercial usage! 📜
---
## 📌 Additional Notes
- The dataset includes **raw images** and **JSON metadata**.
- Images have been auto-converted to **Parquet** format for Hugging Face Dataset Viewer.
- 📂 Anime_Characters:
- `dataset/`
- `anime_characters_dataset.json`
- `.gitignore`
- `README.md`
---
|