Waifu2x-chainer-colab

waifu2x-chainer-colab.ipynb

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  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "Waifu2x-chainer-colab",
      "provenance": [],
      "collapsed_sections": [],
      "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/gist/hotstaff/335dc9027cda0b28d3f9ff047b561a3c/waifu2x-chainer-colab.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "YEM7aWZDhtot",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "# This notebook based \n",
        "# https://github.com/hirios/Waifu2x-Colab/blob/master/2xcolab.ipynb.\n",
        "# Thanks share usuful script.\n",
        "# Write by Hideto Manjo github/hotstaff\n",
        "import os\n",
        "from google.colab import files\n",
        "from google.colab import drive\n",
        "!git clone https://github.com/tsurumeso/waifu2x-chainer\n",
        "\n",
        "try:\n",
        "  drive.mount('/content/drive/')\n",
        "except:\n",
        "  exit()\n",
        "  \n",
        "FFMPEG_LOG_OPTION = \"-loglevel error\"\n",
        "\n",
        "def setting():\n",
        "    %cp '/content/drive/My Drive/'{INPUT_MOVIE} /content/\n",
        "    print(f\"Input file name is: {INPUT_MOVIE}\")\n",
        "    print(f\"Output file name is {OUTPUT_MOVIE}\")\n",
        "    print(f\"Scale: {SCALE}, Noise Reduction: {NOISE}\")\n",
        "    if DEBUG:\n",
        "      FFMPEG_LOG_OPTION = \"\"\n",
        "\n",
        "def get_fps():\n",
        "    global FPS\n",
        "    fps = str(os.popen(f'ffmpeg -i \"/content/{INPUT_MOVIE}\" 2> fps.txt ; egrep -i \"fps\" fps.txt').read())\n",
        "    FPS = fps.split(\",\")[4].split()[0]\n",
        "    !rm \"fps.txt\"\n",
        "    \n",
        "    if FPS is None:\n",
        "      print(\"Error exit, ffmpeg can't get fps.\")\n",
        "      exit()\n",
        "\n",
        "\n",
        "def get_frames():\n",
        "    %rm /content/frames -rf\n",
        "    %mkdir -p /content/frames\n",
        "\n",
        "    print(\"Extracting frames from your video ...\")\n",
        "    !ffmpeg -y -i /content/{INPUT_MOVIE} /content/frames/%d.png {FFMPEG_LOG_OPTION}\n",
        "\n",
        "\n",
        "def upscale_frames():\n",
        "    print(\"\\nUpscale each image ...\")\n",
        "    %cd /content/waifu2x-chainer\n",
        "    %rm /content/upframes -rf\n",
        "    %mkdir -p /content/upframes\n",
        "\n",
        "    debug_option = \" > /dev/null 2>&1\"\n",
        "    if DEBUG:\n",
        "        debug_option = \"\"\n",
        "\n",
        "    tta_option = \"\"\n",
        "    if TTA:\n",
        "        tta_option = \"--tta\"\n",
        "\n",
        "    !python waifu2x.py -m noise_scale -n {NOISE} -s {SCALE}\\\n",
        "                       -i /content/frames\\\n",
        "                       --output /content/upframes\\\n",
        "                       --arch {ARCH} -g 0 {tta_option} {debug_option}\n",
        "\n",
        "\n",
        "def generating_video2x():\n",
        "    %cd /content/upframes\n",
        "    print(\"\\nGenerating new video file ...\")\n",
        "\n",
        "    if SOUND:\n",
        "        !ffmpeg -y -i /content/{INPUT_MOVIE} -ab 192k /content/audiotrack.mp3\\\n",
        "                {FFMPEG_LOG_OPTION}\n",
        "        !ffmpeg -y -f image2 -r {FPS} -i %d.png\\\n",
        "                -i /content/audiotrack.mp3 -acodec copy {OUTPUT_MOVIE}\\\n",
        "                {FFMPEG_LOG_OPTION}\n",
        "    else:\n",
        "        !ffmpeg -y -f image2 -r {FPS} -i %d.png {OUTPUT_MOVIE}\\\n",
        "                {FFMPEG_LOG_OPTION}\n",
        "\n",
        "\n",
        "def send_for_drive():\n",
        "    print(\"\\nTransferring to drive ...\")\n",
        "    %cp /content/upframes/{OUTPUT_MOVIE} '/content/drive/My Drive'"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "-100c1txhznF",
        "colab_type": "code",
        "cellView": "both",
        "colab": {}
      },
      "source": [
        "#@title Waifu2x-chainer Upscale/Denoise Settings\n",
        "\n",
        "#@markdown **Note this notebook required GPU runtime, so please activate GPU.**\n",
        "\n",
        "#@markdown ---\n",
        "#@markdown ### Requirements\n",
        "#@markdown Please input original movie filename in your google drive \"~/My Drive/\".\n",
        "INPUT_MOVIE =  \"kakei.mp4\" #@param {type:\"string\"}\n",
        "SCALE = 1 #@param {type:\"slider\", min:1, max:2, step:1}\n",
        "NOISE = 3 #@param {type:\"slider\", min:0, max:3, step:1}\n",
        "\n",
        "#@markdown ---\n",
        "#@markdown ### Optionals\n",
        "PREFIX = 'waifu_' #@param [\"waifu_\"] {allow-input: true}\n",
        "SOUND = True #@param {type:\"boolean\"}\n",
        "ARCH = \"VGG7\" #@param [\"VGG7\", \"UpConv7\", \"ResNet10\", \"UpResNet10\"]\n",
        "TTA = True #@param {type: \"boolean\"}\n",
        "DEBUG = False #@param {type:\"boolean\"}\n",
        "\n",
        "OUTPUT_MOVIE = f\"{PREFIX}{INPUT_MOVIE[0:-4]}.mp4\"\n",
        "FPS = None\n",
        "\n",
        "if __name__ == \"__main__\":\n",
        "    setting()\n",
        "    get_fps()\n",
        "    get_frames()\n",
        "    upscale_frames()\n",
        "    generating_video2x()\n",
        "    send_for_drive()"
      ],
      "execution_count": 0,
      "outputs": []
    }
  ]
}