diff --git a/Yolo Step-by-Step.ipynb b/Yolo Step-by-Step.ipynb
index d483b197f..9f3118bea 100644
--- a/Yolo Step-by-Step.ipynb	
+++ b/Yolo Step-by-Step.ipynb	
@@ -18,7 +18,7 @@
     "        + Specify the directory of validation annotations (valid_annot_folder) and validation images (valid_image_folder)\n",
     "        + Specity the path of pre-trained weights by setting variable *wt_path*\n",
     "    + Construct equivalent network in Keras\n",
-    "        + Network arch from https://github.com/pjreddie/darknet/blob/master/cfg/yolo-voc.cfg\n",
+    "        + Network arch from https://github.com/pjreddie/darknet/blob/master/cfg/yolov2-voc.cfg\n",
     "    + Load the pretrained weights\n",
     "    + Perform training \n",
     "    + Perform detection on an image with newly trained weights\n",