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sentinel1ice

Ice/water classification of Sentinel1 SAR data

  • 00denoise.py - apply thermal noise correction from sentinel1denoised
  • 01calculate_text_features.py - calculate texture features using mahotas
  • 02save_norm_coefs.py - find and save (log-)normalization coefficients
  • 03normalize_tf.py - (log-)normalize texture features
  • 04run_pca.py - run PCA and K-means classification. Save PCA and ZONES maps
  • 05train_svm.py - after manual reclassification train SVM
  • 06apply_svm.py - apply the trained SVM