Dzeri96 / deepfigures-open

Companion code to the paper "Extracting Scientific Figures with Distantly Supervised Neural Networks" 🤖

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deepfigures-open-fixed

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This is a slightly tweaked version of the original deepfigures-open repo. It uses a custom docker image to enable running the detection task. Other functionality was not tested.

Requirements

  • python3
  • pip
  • pipenv (recommended)
  • docker

Installation

Install the requirements.txt file. It is recommended to use pipenv as pipenv install, because the versions are quite outdated.

Also, make sure you downlaod the above mentioned docker image.

There is no need to download pdffigures2 or the weights since they are pre-built and included in the docker image.

Usage

For detailed usage, please refer to the original repo. Just make sure you use the -s file to avoid building the docker image because it will not work

Contact

For questions, contact the authors of the paper Extracting Scientific Figures with Distantly Supervised Neural Networks.

About

Companion code to the paper "Extracting Scientific Figures with Distantly Supervised Neural Networks" 🤖

License:Apache License 2.0


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