diff --git a/README.md b/README.md
index 25c92af..3941ea3 100644
--- a/README.md
+++ b/README.md
@@ -4,5 +4,6 @@ It has .py routines to:
 - read and preprocess satellite images (cloud masking, contrast stretching)
 - pansharpen Landsat 8 images
 - extract shorelines with the Marching Squares algorithm
+- classify image in 4 classes (sand, whitewater, water, other) using a Neural Network classifier
 
 Requirements: all the packages contained in py3_environments.txt
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