---
dataset_info:
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  - name: label
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  splits:
  - name: train
    num_bytes: 3801821309
    num_examples: 180357
  - name: validation
    num_bytes: 39444282
    num_examples: 1867
  - name: test
    num_bytes: 118621853
    num_examples: 5579
  download_size: 3959887444
  dataset_size: 3959887444

configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
      - split: validation
        path: data/validation-*
      - split: test
        path: data/test-*

task_categories:
  - image-classification
tags:
  - image
  - tcg
  - mtg
pretty_name: TCG Magic Cards
---
# Magic: The Gathering Card Dataset

This dataset contains high-quality images of Magic: The Gathering cards, processed and formatted for machine learning tasks. The images are standardized to 298x298 pixels in JPG format with consistent black backgrounds.

## Dataset Structure
The dataset is split into three parts:
- Training set
- Test set (3% of images)
- Validation set (1% of images)

Each image is labeled with its unique Scryfall ID, which can be used to fetch additional card information from the [Scryfall API](https://scryfall.com/docs/api).

## Available Card Data

| Card Data       | Status  |
|-----------------|---------|
| Oracle Cards    | Added   |
| Unique Artwork  | Added   |
| Default Cards   | Added   |
| All Cards       | Pending |

## Image Specifications
- Resolution: 298x298 pixels
- Format: JPG
- Background: Black
- Aspect Ratio: Preserved with centered placement

## Usage

You can load the dataset using the Hugging Face datasets library:

```python
from datasets import load_dataset

dataset = load_dataset("acidtib/tcg-magic-cards")
```

## Creation Tool

This dataset was created using [ojo-fetch-magic](https://github.com/acidtib/ojo-fetch-magic), a Rust-based tool for fetching and processing Magic: The Gathering card images.

## Acknowledgments

- Card data and images provided by [Scryfall API](https://scryfall.com/docs/api)
- Magic: The Gathering is owned by Wizards of the Coast