Dataset Card for MADBase

Dataset Summary

This dataset card aims to be a base template for new datasets. It has been generated using this raw template.

Supported Tasks and Leaderboards

[More Information Needed]

Languages

Arabic

Dataset Structure

Data Instances

{ 'image': <PIL.PngImagePlugin.PngImageFile image mode=L size=28x28 at 0x7F5EE5B427A0>, 'label': 1, }

Data Fields

image: A PIL.Image.Image object containing the 28x28 image. Note that when accessing the image column: dataset[0]["image"] the image file is automatically decoded. Decoding of a large number of image files might take a significant amount of time. Thus it is important to first query the sample index before the "image" column, i.e. dataset[0]["image"] should always be preferred over dataset["image"][0] label: an integer between 0 and 9 representing the digit.

Data Splits

The data is split into training and test set. The training set contains, as in mnist dataset, 60,000 images and the test set 10,000 images.

Dataset Creation

Curation Rationale

[More Information Needed]

Source Data

Initial Data Collection and Normalization

[More Information Needed]

Who are the source language producers?

[More Information Needed]

Annotations

Annotation process

[More Information Needed]

Who are the annotators?

[More Information Needed]

Personal and Sensitive Information

[More Information Needed]

Considerations for Using the Data

Social Impact of Dataset

[More Information Needed]

Discussion of Biases

[More Information Needed]

Other Known Limitations

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Additional Information

Dataset Curators

[More Information Needed]

Licensing Information

The dataset is publickly available for research. Any work that uses this dataset should cite the work below in Citation Information.

Citation Information

@inproceedings{el2007two,
  title={A Two-Stage System for Arabic Handwritten Digit Recognition Tested on a New Large Database.},
  author={El-Sherif, Ezzat Ali and Abdelazeem, Sherif},
  booktitle={Artificial intelligence and pattern recognition},
  pages={237--242},
  year={2007}
}

Contributions

[More Information Needed]