diff --git a/Video_2x.ipynb b/Video_2x.ipynb
new file mode 100644
index 0000000..1dba9e8
--- /dev/null
+++ b/Video_2x.ipynb
@@ -0,0 +1,99 @@
+{
+  "nbformat": 4,
+  "nbformat_minor": 0,
+  "metadata": {
+    "colab": {
+      "name": "Untitled0.ipynb",
+      "provenance": [],
+      "authorship_tag": "ABX9TyP+0B6TRKpXVh1+nIaWFkx2",
+      "include_colab_link": true
+    },
+    "kernelspec": {
+      "name": "python3",
+      "display_name": "Python 3"
+    },
+    "accelerator": "GPU"
+  },
+  "cells": [
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "view-in-github",
+        "colab_type": "text"
+      },
+      "source": [
+        "<a href=\"https://colab.research.google.com/github/hzwer/arXiv2020-RIFE/blob/main/Video_2x.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "FypCcZkNNt2p"
+      },
+      "source": [
+        "!git clone https://github.com/hzwer/arXiv2020-RIFE"
+      ],
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "1wysVHxoN54f"
+      },
+      "source": [
+        "!gdown --id 1c1R7iF-ypN6USo-D2YH_ORtaH3tukSlo\n",
+        "!7z e RIFE_trained_model.zip"
+      ],
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "AhbHfRBJRAUt"
+      },
+      "source": [
+        "!mkdir /content/arXiv2020-RIFE/train_log\n",
+        "!mv *.pkl /content/arXiv2020-RIFE/train_log/"
+      ],
+      "execution_count": 4,
+      "outputs": []
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "rirngW5uRMdg"
+      },
+      "source": [
+        "Please upload your video to content/arXiv2020-RIFE/"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "dnLn4aHHPzN3"
+      },
+      "source": [
+        "!nvidia-smi\n",
+        "%cd /content/arXiv2020-RIFE/\n",
+        "!python3 inference_mp4_2x.py --video video.mp4"
+      ],
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "0zIBbVE3UfUD"
+      },
+      "source": [
+        "from IPython.display import display, Image\n",
+        "import moviepy.editor as mpy\n",
+        "display(mpy.ipython_display('video_2x.mp4', height=256, max_duration=100.))"
+      ],
+      "execution_count": null,
+      "outputs": []
+    }
+  ]
+}
\ No newline at end of file