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