acidtib/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.

Available Card Data

Card Data	Status
Oracle Cards	Added
Unique Artwork	Added
Default Cards	Added
All Cards	Added

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:

from datasets import load_dataset

dataset = load_dataset("acidtib/tcg-magic-cards")

Creation Tool

This dataset was created using 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
• Magic: The Gathering is owned by Wizards of the Coast