lpiwowar / table-recognition

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

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