Biomedical Figures Annotator

A GUI based semi annotation tool to annotate chart figures according to their type (e.g. Bar chart, Line chart) from Biomedical literature (e.g. Pubmed).

Dependencies

  • pyQt5
  • numpy
  • pandas
  • scipy
  • scikit-learn
  • keras
  • tensorflow

Run pip install -r requirements.txt to automatically install the dependencies in your virtual environment. Execute the viewer.py file. Tested with python 3.6 and tensorflow 1.4.

Guide

  • Select open file or open csv if you have already created from the toolbar.
  • Select the folder which contains the papers along with the figure charts from pubmed.
  • Annotate some images by pressing right click on the scenes.
  • Click the training button to train on the small subset in order to get better results.
  • Continue the annotation.

Example