diff --git a/cura/CuraApplication.py b/cura/CuraApplication.py
index ab348ae471..7d3e851b70 100755
--- a/cura/CuraApplication.py
+++ b/cura/CuraApplication.py
@@ -1359,6 +1359,10 @@ class CuraApplication(QtApplication):
                     # Find node location
                     offset_shape_arr, hull_shape_arr = ShapeArray.fromNode(node, min_offset = min_offset)
 
+                    # If a model is to small then it will not contain any points
+                    if offset_shape_arr is None and hull_shape_arr is None:
+                        return
+
                     # Step is for skipping tests to make it a lot faster. it also makes the outcome somewhat rougher
                     node, _ = arranger.findNodePlacement(node, offset_shape_arr, hull_shape_arr, step = 10)
 
diff --git a/cura/ShapeArray.py b/cura/ShapeArray.py
index 95d0201c38..73fc2023e3 100755
--- a/cura/ShapeArray.py
+++ b/cura/ShapeArray.py
@@ -46,6 +46,10 @@ class ShapeArray:
         # For one_at_a_time printing you need the convex hull head.
         hull_head_verts = node.callDecoration("getConvexHullHead") or hull_verts
 
+        # If a model is to small then it will not contain any points
+        if not hull_verts.getPoints().any():
+            return None, None
+
         offset_verts = hull_head_verts.getMinkowskiHull(Polygon.approximatedCircle(min_offset))
         offset_points = copy.deepcopy(offset_verts._points)  # x, y
         offset_points[:, 0] = numpy.add(offset_points[:, 0], -transform_x)