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GNN based program that extracts information (structure + data) form a table image.

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lpiwowar/table-recognition

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Table recognition 🧠

This repository contains a code for training and using a table recognition model.

Video 🎞️

Requirements

  • The tested was tested using python v3.7.12
  • To use the code please install the requirements first
      # Installation of CPU packages
      virtualenv .venv && source .venv/bin/activate
      pip install -r requirements-cpu.txt
  • To use or train the model using GPU it is necessary to install packages listed in requirements-gpu.txt (to use this packages you have to have cuda 11.2 installed on your system)
      # Installation of GPU packages
      virtualenv .venv && source .venv/bin/activate
      pip install -r requirements-gpu.txt

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GNN based program that extracts information (structure + data) form a table image.

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