Components of GeoKnowledgeFusion

Code for the Paper "GeoKnowledgeFusion: A Platform for Multimodal Data Compilation from Geoscience Literature".

Environment

• Operating System: Linux System
• Languages & Libraries:
• python==3.9
• pytorch==1.10.1
• torchvision==0.11.2
• torchaudio==0.10.1
• Tools & Utilities:
• cudatoolkit=11.3
• Cuda 10.1

Installation

wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh bash Miniconda3-latest-Linux-x86_64.sh

Create and activate Python environment

conda create -n dde-table python=3.9 conda init bash conda activate dde-table

Install dependencies

conda install -y pytorch==1.10.1 torchvision==0.11.2 torchaudio==0.10.1 cudatoolkit=11.3 cudnn -c pytorch -c conda-forge python -m pip install detectron2 -f https://dl.fbaipublicfiles.com/detectron2/wheels/cu113/torch1.10/index.html pip install pdfminer.six xlwt xlrd fitz pdf2image tqdm PyMuPDF opencv-python PyPDF2 pdfplumber conda install -y -c conda-forge poppler

pip install requirements.txt