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license: mit |
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## 📚 Dataset Summary |
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This dataset features **1,941 anime character images**, neatly organized into **322 folders**, each representing a different anime series 🎌. |
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- 📦 **Size of downloaded files**: 152 MB |
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- 🪄 **Size of auto-converted Parquet files**: 151 MB |
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- 📊 **Split**: Train only |
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- 🎭 **Classes**: 322 unique anime titles |
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Perfect for **image classification**, **anime recommendation systems**, and **visual style analysis**! 🎨✨ |
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## 🏆 Supported Tasks |
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- 🖼️ **Image Classification**: Predict the anime title based on a character image. |
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- 🔍 **Visual Similarity Retrieval**: Find visually similar anime styles. |
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- 🛠️ **Model Fine-tuning**: Customize vision models (ViT, ConvNeXt, etc.) for anime domains. |
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## 🗂️ Dataset Structure |
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### 📁 Directory Layout |
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``` |
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Anime_Characters/ |
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├── dataset/ |
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│ ├── .hack__G.U. Returner/ |
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│ │ ├── Haseo.png |
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│ │ ├── Ovan.png ... |
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│ ├── Air Gear/ |
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│ │ ├── Onigiri.png ... |
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│ ├── Bleach/ |
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│ │ ├── Ichigo Kurosaki.png ... |
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│ └── (other anime folders...) |
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├── anime_characters_dataset.json |
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├── .gitignore |
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└── README.md |
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``` |
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Each folder inside `dataset/` represents an **anime class**, and contains images of characters from that anime. 📸 |
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## 📝 Metadata (anime_characters_dataset.json) |
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The file `anime_characters_dataset.json` contains a list of all images and their associated labels. |
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## 🔢 Data Fields |
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- `image_path` ➡️ Path to the character image. |
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- `label` ➡️ Anime series title (class label). |
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## 📊 Data Splits |
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| Split | Number of Images | |
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|------|------------------| |
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| Train | 1,941 | |
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🔔 *Note: No official validation/test split is provided — users can create their own!* |
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## 🚀 Usage Example |
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```python |
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import json |
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# Load the metadata |
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with open('anime_characters_dataset.json', 'r') as f: |
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data = json.load(f) |
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# Example usage |
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print(data[0]) |
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``` |
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## ⚖️ Licensing |
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⚠️ **Important**: |
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This dataset may include content protected by copyright. |
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It is intended strictly for **educational, research, or non-commercial use** under fair use laws. |
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Always verify before commercial usage! 📜 |
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## 📌 Additional Notes |
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- The dataset includes **raw images** and **JSON metadata**. |
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- Images have been auto-converted to **Parquet** format for Hugging Face Dataset Viewer. |
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- 📂 Anime_Characters: |
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- `dataset/` |
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- `anime_characters_dataset.json` |
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- `.gitignore` |
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- `README.md` |
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