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Code for paper - FundusPosNet: A deep learning regression model for precise optic disc and macula center localization

Setup

  • Download the FundusPoseNet.ipynb jupyter notebook and load the file in Google Colab.
  • Download the contents of FundusPoseNet folder from Google Drive link, and place them in a folder FundusPoseNet in your Google Drive home directory (Google drive landing page)

Weights and files required for training and testing is available at this
Google Drive link

Publication: B. J. Bhatkalkar, V. Nayak, S. Shenoy and R. Vijaya Arjunan, "FundusPosNet: A deep learning driven heatmap regression model for the joint localization of optic disc and fovea centers in color fundus images," in IEEE Access, doi: 10.1109/ACCESS.2021.3127280