Benjy/digital_signatures

Digital Signatures Dataset

This dataset contains unique synthetic digital signatures rendered in different fonts:

• —4,000 synthetic signatures in Rage font
• —4,000 synthetic signatures in Mistral font
• —2,000 synthetic signatures in Arial Unicode font

Purpose

For the development of models that can detect digital signatures in documentation using the publicly available Docusign® font styles.

Structure

The dataset is organized into three folders:

• —rage/ - Contains synthetic signatures rendered in Rage font
• —mistral/ - Contains synthetic signatures rendered in Mistral font
• —arial_unicode/ - Contains synthetic signatures rendered in Arial Unicode font

Each image follows the naming convention: {font_name}_{index:04d}.jpg Examples:

• —rage_0000.jpg
• —mistral_0001.jpg
• —arial_unicode_0002.jpg

Total dataset size: 10,000 signature images

Usage

This dataset can be used for:

• —Training signature verification models
• —Testing font recognition systems
• —Developing digital document processing pipelines

License

This dataset is released under the MIT license.

Citation

If you use this dataset in your research, please cite:

@dataset{digital_signatures,
  author = {Benjy},
  title = {Digital Signatures Dataset},
  year = {2024},
  publisher = {Hugging Face},
  url = {https://huggingface.co/datasets/Benjy/digital_signatures}
}

Acknowledgments

This dataset was created to support research in digital signature verification and synthesis, while acknowledging the limitations of publicly available font alternatives to proprietary signature systems.

Credit to https://github.com/elifiner for the open source list of random names.