diff --git a/TD2 Deep Learning.ipynb b/TD2 Deep Learning.ipynb
index fd1e90be099d80de51783d2d75fbe753b061f8ca..e74a28a2f6d8755f670ebd74b120311912280413 100644
--- a/TD2 Deep Learning.ipynb	
+++ b/TD2 Deep Learning.ipynb	
@@ -1023,6 +1023,13 @@
     "plt.show()"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![](results/comparison_performance.PNG)"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "bc381cf4",
diff --git a/results/comparison_performance.PNG b/results/comparison_performance.PNG
new file mode 100644
index 0000000000000000000000000000000000000000..2b50458e7a319e8aaf391e31ffac012dc0625aaf
Binary files /dev/null and b/results/comparison_performance.PNG differ