diff --git a/tutorial.ipynb b/tutorial.ipynb
index 2641743..15d003c 100644
--- a/tutorial.ipynb
+++ b/tutorial.ipynb
@@ -527,7 +527,7 @@
       },
       "source": [
         "<a align=\"left\" href=\"https://ultralytics.com/yolov5\" target=\"_blank\">\n",
-        "<img src=\"https://github.com/ultralytics/yolov5/releases/download/v1.0/splash_horizontal.png\"></a>\n",
+        "<img src=\"https://user-images.githubusercontent.com/26833433/125273437-35b3fc00-e30d-11eb-9079-46f313325424.png\"></a>\n",
         "\n",
         "This is the **official YOLOv5 🚀 notebook** authored by **Ultralytics**, and is freely available for redistribution under the [GPL-3.0 license](https://choosealicense.com/licenses/gpl-3.0/). \n",
         "For more information please visit https://github.com/ultralytics/yolov5 and https://ultralytics.com. Thank you!"
@@ -1025,7 +1025,7 @@
         "\n",
         "During training you will see live updates at [https://wandb.ai/home](https://wandb.ai/home?utm_campaign=repo_yolo_notebook), and you can create and share detailed [Reports](https://wandb.ai/glenn-jocher/yolov5_tutorial/reports/YOLOv5-COCO128-Tutorial-Results--VmlldzozMDI5OTY) of your results. For more information see the [YOLOv5 Weights & Biases Tutorial](https://github.com/ultralytics/yolov5/issues/1289). \n",
         "\n",
-        "<img src=\"https://user-images.githubusercontent.com/26833433/98184457-bd3da580-1f0a-11eb-8461-95d908a71893.jpg\" width=\"800\">"
+        "<img src=\"https://user-images.githubusercontent.com/26833433/125274843-a27bc600-e30e-11eb-9a44-62af0b7a50a2.png\" width=\"800\">"
       ]
     },
     {
@@ -1096,7 +1096,7 @@
         "id": "lfrEegCSW3fK"
       },
       "source": [
-        "<p align=\"left\"><img width=\"800\" alt=\"COCO128 Training Results\" src=\"https://github.com/ultralytics/yolov5/releases/download/v1.0/results_COCO128.png\"></p>"
+        "<p align=\"left\"><img width=\"800\" alt=\"COCO128 Training Results\" src=\"https://user-images.githubusercontent.com/26833433/125273596-6300aa00-e30d-11eb-8dc4-70a960c53013.png\"></p>"
       ]
     },
     {