Adding image

Author: FernandoLpz

README.md

@@ -50,4 +50,8 @@ Epoch: 7, loss: 0.02130, Train accuracy: 0.88391, Test accuracy: 0.75509
 Epoch: 8, loss: 0.00315, Train accuracy: 0.89704, Test accuracy: 0.74787
 Epoch: 9, loss: 0.02075, Train accuracy: 0.91018, Test accuracy: 0.76428
 Epoch: 10, loss: 0.01348, Train accuracy: 0.92808, Test accuracy: 0.75378
-```
+```
+So the learning curves will look like:
+<p align="center">
+<img src='img/performance.svg'>
+</p>