My_RAISR_implementation.ipynb

{
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    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/jazz1n/Jalali-Lab-Implementation-of-RAISR/blob/master/My_RAISR_implementation.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "Mz-mTC7dgLZM",
        "outputId": "ee525d49-f4fd-4054-9fd1-5ebfdd27da41"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Cloning into 'Jalali-Lab-Implementation-of-RAISR'...\n",
            "remote: Enumerating objects: 272, done.\u001b[K\n",
            "remote: Counting objects: 100% (35/35), done.\u001b[K\n",
            "remote: Compressing objects: 100% (27/27), done.\u001b[K\n",
            "remote: Total 272 (delta 16), reused 25 (delta 8), pack-reused 237\u001b[K\n",
            "Receiving objects: 100% (272/272), 28.35 MiB | 36.29 MiB/s, done.\n",
            "Resolving deltas: 100% (21/21), done.\n"
          ]
        }
      ],
      "source": [
        "!git clone https://github.com/jazz1n/Jalali-Lab-Implementation-of-RAISR"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "h7sToUC5j4PW",
        "outputId": "8dbbdc91-6e86-4815-8ab6-74a2b1a083e0"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "/content/Jalali-Lab-Implementation-of-RAISR\n"
          ]
        }
      ],
      "source": [
        "%cd Jalali-Lab-Implementation-of-RAISR"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "background_save": true,
          "base_uri": "https://localhost:8080/"
        },
        "id": "1b5krQzWkMwd",
        "outputId": "59e29bfd-9adc-4e3f-9bda-eae1f5de73bd"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
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            "Begin to process images:\n",
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            " Processing 200/200 image (trainingData/239007.jpg)\n",
            "Get the filter of RAISR:\n",
            "Finished.\n"
          ]
        }
      ],
      "source": [
        "!python Train.py"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 5,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 0
        },
        "id": "y993dT9Wmvps",
        "outputId": "4b832fdd-542c-446b-fe8d-6033bb904125"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Begin to process images:\n",
            "\r\r Processing 1/5 image (testData/img_001_SRF_2_HR.png)\n",
            "6.3804426193237305\n",
            " Processing 2/5 image (testData/img_003_SRF_2_HR.png)\n",
            "2.5273075103759766\n",
            " Processing 3/5 image (testData/img_002_SRF_2_HR.png)\n",
            "2.740102529525757\n",
            " Processing 4/5 image (testData/img_005_SRF_2_HR.png)\n",
            "3.3517401218414307\n",
            " Processing 5/5 image (testData/img_004_SRF_2_HR.png)\n",
            "2.737135410308838\n",
            " RAISR PSNR of testData is 35.54336641750483\n",
            " Bicubic PSNR of testData is 34.36810087773047\n"
          ]
        }
      ],
      "source": [
        "!python Test.py"
      ]
    }
  ],
  "metadata": {
    "colab": {
      "provenance": [],
      "mount_file_id": "1OlHI47LGSz89onp-s8wRheZbZxQ7C4cY",
      "authorship_tag": "ABX9TyO0Qy4IrvxIJRurkJFwx71e",
      "include_colab_link": true
    },
    "kernelspec": {
      "display_name": "Python 3",
      "name": "python3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "nbformat": 4,
  "nbformat_minor": 0
}