diff --git a/README.md b/README.md
index eb40411adf34e447b44fc2c07b47933c1e838e0a..d91a838dd28a6f957b26cf322afc357c26fce5da 100644
--- a/README.md
+++ b/README.md
@@ -15,9 +15,8 @@ First of all, we had to prepare the CIFAR dataset. All the code can be found on
 All the code can be found on the python file knn.py
 
 Here is the graph of the accuracy of my knn code epending on the value of k for the Cifar dataset with a split factor of 0.9:
-![knn](results/knn.pnj)
+![knn](results/knn.png)
 
-![knn](results\knn.jpeg)
 ## Artificial Neural Network
 
 ### Maths