diff --git a/README.md b/README.md
index e54b9e46014b085d2c2fee281da6cb58fdc208c4..34717269027f3835724715c8a187bcac1ec1b3a4 100644
--- a/README.md
+++ b/README.md
@@ -19,6 +19,7 @@ The result obtained from the k-nearest neighbors (KNN) is presented as the accur
 
 The output from the neural networks (NN) illustrates the progression of learning accuracy over different learning epochs.
 
+![Training accuracy mlp](results/mlp_training_accuracy.png)