GEN_9_Faces.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "GEN_9_Faces.ipynb",
      "provenance": [],
      "authorship_tag": "ABX9TyOxt32vSB0DpFk3uZCM61m4",
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/cxbxmxcx/GenReality/blob/master/GEN_9_Faces.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "J3rDpdzdbaHm",
        "outputId": "a8a84d1e-901c-414b-a68f-98c6ca4d6e38"
      },
      "source": [
        "%%bash\r\n",
        "git clone https://github.com/gurugaurav/bing_image_downloader\r\n",
        "cd bing_image_downloader\r\n",
        "pip install ."
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Processing /content/bing_image_downloader\n",
            "Building wheels for collected packages: bing-image-downloader\n",
            "  Building wheel for bing-image-downloader (setup.py): started\n",
            "  Building wheel for bing-image-downloader (setup.py): finished with status 'done'\n",
            "  Created wheel for bing-image-downloader: filename=bing_image_downloader-1.0.4-cp36-none-any.whl size=4934 sha256=ccbe57a4a92fdf1a64427dca926594566b8c722966b77e4f93c77b460fe8b5ca\n",
            "  Stored in directory: /tmp/pip-ephem-wheel-cache-i69ro0d8/wheels/ca/6c/ae/0167978b21c8f3e7b320b442a74168579ae3ce7b5c914ae127\n",
            "Successfully built bing-image-downloader\n",
            "Installing collected packages: bing-image-downloader\n",
            "Successfully installed bing-image-downloader-1.0.4\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            "Cloning into 'bing_image_downloader'...\n"
          ],
          "name": "stderr"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "A-UQAQe9cIz1",
        "outputId": "4f5d7ef4-c113-48b0-b6fc-6cf01deb15dd"
      },
      "source": [
        "#@title DOWNLOAD IMAGES { run: \"auto\" }\n",
        "search = \"julia roberts\" #@param [\"will ferrel\", \"ben stiller\", \"owen wilson\", \"eugene levy glasses\",\"julia roberts\",\"scarlett johansson\"]\n",
        "image_cnt = 1001 #@param {type:\"slider\", min:1, max:10000, step:100}\n",
        "\n",
        "from pathlib import Path\n",
        "from bing_image_downloader import downloader\n",
        "\n",
        "folder = Path(\"dataset\")\n",
        "downloader.download(search, limit=image_cnt, output_dir=folder, adult_filter_off=False, force_replace=True)\n",
        "output_folder = folder / search.replace(\" \", \"\\ \")\n",
        "filter = output_folder / \"*.jpg\"\n",
        "zip_file = search.replace(\" \", \"_\") + \".zip\"\n",
        "print(filter,zip_file)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "\n",
            "\n",
            "[!!]Indexing page: 1\n",
            "\n",
            "[%] Indexed 150 Images on Page 1.\n",
            "\n",
            "===============================================\n",
            "\n",
            "[%] Downloading Image #1 from https://cdn-img.instyle.com/sites/default/files/styles/684xflex/public/images/2018/10/gettyimages-1029468432.jpg?itok=JtURU7RG\n",
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            "[%] Done. Downloaded 1001 images.\n",
            "\n",
            "===============================================\n",
            "\n",
            "dataset/julia\\ roberts/*.jpg julia_roberts.zip\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "EVF4Rdxfdz4K",
        "outputId": "07799acc-cb9b-4fc1-ace5-538c8fb42249"
      },
      "source": [
        "!zip $zip_file $filter"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
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            "  adding: dataset/eugene levy glasses/Image_9.jpg (deflated 0%)\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 17
        },
        "id": "UUbOWd9IEGB0",
        "outputId": "849f3325-7f32-4b3a-9b5b-3163b3277014"
      },
      "source": [
        "from google.colab import files\r\n",
        "files.download(zip_file)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "application/javascript": [
              "\n",
              "    async function download(id, filename, size) {\n",
              "      if (!google.colab.kernel.accessAllowed) {\n",
              "        return;\n",
              "      }\n",
              "      const div = document.createElement('div');\n",
              "      const label = document.createElement('label');\n",
              "      label.textContent = `Downloading \"${filename}\": `;\n",
              "      div.appendChild(label);\n",
              "      const progress = document.createElement('progress');\n",
              "      progress.max = size;\n",
              "      div.appendChild(progress);\n",
              "      document.body.appendChild(div);\n",
              "\n",
              "      const buffers = [];\n",
              "      let downloaded = 0;\n",
              "\n",
              "      const channel = await google.colab.kernel.comms.open(id);\n",
              "      // Send a message to notify the kernel that we're ready.\n",
              "      channel.send({})\n",
              "\n",
              "      for await (const message of channel.messages) {\n",
              "        // Send a message to notify the kernel that we're ready.\n",
              "        channel.send({})\n",
              "        if (message.buffers) {\n",
              "          for (const buffer of message.buffers) {\n",
              "            buffers.push(buffer);\n",
              "            downloaded += buffer.byteLength;\n",
              "            progress.value = downloaded;\n",
              "          }\n",
              "        }\n",
              "      }\n",
              "      const blob = new Blob(buffers, {type: 'application/binary'});\n",
              "      const a = document.createElement('a');\n",
              "      a.href = window.URL.createObjectURL(blob);\n",
              "      a.download = filename;\n",
              "      div.appendChild(a);\n",
              "      a.click();\n",
              "      div.remove();\n",
              "    }\n",
              "  "
            ],
            "text/plain": [
              "<IPython.core.display.Javascript object>"
            ]
          },
          "metadata": {
            "tags": []
          }
        },
        {
          "output_type": "display_data",
          "data": {
            "application/javascript": [
              "download(\"download_21fcd1a6-3a1a-4760-92d6-817d06f68447\", \"eugene_levy_glasses.zip\", 203594411)"
            ],
            "text/plain": [
              "<IPython.core.display.Javascript object>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    }
  ]
}