diff --git a/doc/tutorials/ann.md b/doc/tutorials/ann.md
index 359024dcc7..baa44df7d4 100644
--- a/doc/tutorials/ann.md
+++ b/doc/tutorials/ann.md
@@ -104,7 +104,7 @@ the [matrices guide](../user/matrices.md) for more information.
 The code below builds a simple feed-forward network with the default options,
 then queries for the assignments for every point in the `queries` matrix.
 
-![Example feedforward network diagram](ann.svg)
+![Example feedforward network diagram](res/ann.svg)
 
 *Note*: the number of inputs in the above graph doesn't match with the real
 number of features in the thyroid dataset and are just used as an abstract
diff --git a/doc/tutorials/ann.gv b/doc/tutorials/res/ann.gv
similarity index 100%
rename from doc/tutorials/ann.gv
rename to doc/tutorials/res/ann.gv
diff --git a/doc/tutorials/ann.svg b/doc/tutorials/res/ann.svg
similarity index 100%
rename from doc/tutorials/ann.svg
rename to doc/tutorials/res/ann.svg