metadata

language:
  - en
license: mit
pretty_name: Digital Signatures Dataset
tags:
  - digital-signatures
  - synthetic-data
  - image-classification
  - computer-vision
task_categories:
  - image-classification
  - zero-shot-image-classification
  - image-feature-extraction
size_categories:
  - 1K<n<10K

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.