diff --git a/README.md b/README.md
index 014314aab11548f578a8ba1cd485f376f5b2f759..ca0aa31b9bdd3cc6414430d093f94e3c37919ea6 100644
--- a/README.md
+++ b/README.md
@@ -359,6 +359,7 @@ def plot_graph(data_train, labels_train, data_test, labels_test, d_h, learning_r
     plt.show()
 ```
 
+![Image](results/mlp_100.png)
 ![Image](results/mlp.png)
 
 The accuracy is increasing with each epochs without converging, we could increase the learning rate to speed up the training and inscrease the numbers of epoch to see what would be our maximum accuracy.