diff --git a/README.md b/README.md
index 7b55790..e609322 100644
--- a/README.md
+++ b/README.md
@@ -98,7 +98,7 @@ create_libs_datasets(libs,lib_path,username)
 
 This creates datasets in kaggle with the needed files.
 
-![Pawpularity Dataset](libraries-pawpularity.png)
+![Pawpularity Dataset](images/libraries-pawpularity.png)
 
 #### requirements.txt
 
@@ -119,4 +119,4 @@ create_requirements_dataset('test_files/requirements.txt',lib_path,'libraries-pa
 
 This creats a dataset in kaggle with the needed files.
 
-![Fastkaggle Dataset](library-fastkaggle.png)
+![Fastkaggle Dataset](images/library-fastkaggle.png)
diff --git a/libraries-pawpularity.png b/images/libraries-pawpularity.png
similarity index 100%
rename from libraries-pawpularity.png
rename to images/libraries-pawpularity.png
diff --git a/library-fastkaggle.png b/images/library-fastkaggle.png
similarity index 100%
rename from library-fastkaggle.png
rename to images/library-fastkaggle.png
diff --git a/index.ipynb b/index.ipynb
index 625a4eb..39cea7c 100644
--- a/index.ipynb
+++ b/index.ipynb
@@ -189,7 +189,7 @@
    "source": [
     "This creates datasets in kaggle with the needed files.\n",
     "\n",
-    "![Pawpularity Dataset](libraries-pawpularity.png)"
+    "![Pawpularity Dataset](images/libraries-pawpularity.png)"
    ]
   },
   {
@@ -229,7 +229,7 @@
    "source": [
     "This creats a dataset in kaggle with the needed files.\n",
     "\n",
-    "![Fastkaggle Dataset](library-fastkaggle.png)"
+    "![Fastkaggle Dataset](images/library-fastkaggle.png)"
    ]
   }
  ],