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All code for ICPR 2020 paper on atmospheric blocking detection (a binary classification + an localisation (regression task)) using CNNs based on VGG archs.

Primary LanguagePython

Atmospheric blocking detection

This is a code for ICPR 2020 conference paper on atmospheric blocking detection (a binary classification + an localisation (regression task)) using various CNN architectures based on VGG architecture:

Muszynski, Grzegorz, et al. "Atmospheric Blocking Pattern Recognition in Global Climate Model Simulation Data." 2020 25th International Conference on Pattern Recognition (ICPR). IEEE, 2021.

atmospheric blocking

Requirements:

  • Python 3.6
  • Keras 2.4 ...

Instructions:

  • Configure and submit: run_all_scripts.sh ...