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OmniPrint

Paper | Appendix | Datasets | Experiments

random_rgb_characters.png

Platform

  • Linux or macOS
  • Windows not tested, but should also work
  • Python 3.8

Installation

git clone https://github.com/SunHaozhe/OmniPrint
cd OmniPrint
virtualenv venv_omniprint
source venv_omniprint/bin/activate
pip install --upgrade pip 
pip install -r requirements.txt

Demonstration

Generate your first OmniPrint dataset with only one line of code!

cd omniprint
python quick_run.py

Check omniprint/out/ for the results.

For more details, please refer to user manual.md.

Citation

@inproceedings{sun2021omniprint,
title={OmniPrint: A Configurable Printed Character Synthesizer},
author={Haozhe Sun and Wei-Wei Tu and Isabelle M Guyon},
booktitle={Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track (Round 1)},
year={2021},
url={https://openreview.net/forum?id=R07XwJPmgpl}
}

Disclaimer

This software is under MIT license.

This project was a fork of TextRecognitionDataGenerator (MIT license). We would like to warmly thank all the contributors of this open source software, especially Edouard Belval.

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