與_AI_PK_IVE_團員辨識.ipynb

{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/yenlung/AI-Demo/blob/master/%E8%88%87_AI_PK_IVE_%E5%9C%98%E5%93%A1%E8%BE%A8%E8%AD%98.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 2,
      "metadata": {
        "id": "6Stp0EA_A3bi"
      },
      "outputs": [],
      "source": [
        "%matplotlib inline\n",
        "\n",
        "import numpy as np\n",
        "import pandas as pd\n",
        "import matplotlib.pyplot as plt"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "### 1. 安裝 `deepface` 套件"
      ],
      "metadata": {
        "id": "bLIpUrlRhXz4"
      }
    },
    {
      "cell_type": "code",
      "execution_count": 3,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "V1iP7TFC7MwJ",
        "outputId": "153f8860-6ff8-460f-9250-adbeae3f6cff"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
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            "\u001b[?25hCollecting retina-face>=0.0.1 (from deepface)\n",
            "  Downloading retina_face-0.0.13-py3-none-any.whl (16 kB)\n",
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            "\u001b[?25h  Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
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            "Building wheels for collected packages: fire\n",
            "  Building wheel for fire (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for fire: filename=fire-0.5.0-py2.py3-none-any.whl size=116934 sha256=64d7cc66fb433cf21ab161c16862bb211c03803ed9fe851f88cb8acef57a1922\n",
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            "Successfully built fire\n",
            "Installing collected packages: gunicorn, fire, mtcnn, retina-face, deepface\n",
            "Successfully installed deepface-0.0.79 fire-0.5.0 gunicorn-21.2.0 mtcnn-0.1.1 retina-face-0.0.13\n"
          ]
        }
      ],
      "source": [
        "!pip install deepface"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "展示的時候, 我們使用 `gradio`。"
      ],
      "metadata": {
        "id": "vt1naoz6hfoR"
      }
    },
    {
      "cell_type": "code",
      "execution_count": 4,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "qyJGPjMM7vML",
        "outputId": "1ff6854e-8d07-4913-d202-a0574eabc502"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
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            "Building wheels for collected packages: ffmpy\n",
            "  Building wheel for ffmpy (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for ffmpy: filename=ffmpy-0.3.1-py3-none-any.whl size=5579 sha256=1a81e4afb53738d465bc1bf44dd206e54356970f5d332cf0f365a71284f8d9dd\n",
            "  Stored in directory: /root/.cache/pip/wheels/01/a6/d1/1c0828c304a4283b2c1639a09ad86f83d7c487ef34c6b4a1bf\n",
            "Successfully built ffmpy\n",
            "Installing collected packages: pydub, ffmpy, websockets, semantic-version, python-multipart, orjson, h11, aiofiles, uvicorn, starlette, huggingface-hub, httpcore, httpx, fastapi, gradio-client, gradio\n",
            "Successfully installed aiofiles-23.2.1 fastapi-0.103.0 ffmpy-0.3.1 gradio-3.41.2 gradio-client-0.5.0 h11-0.14.0 httpcore-0.17.3 httpx-0.24.1 huggingface-hub-0.16.4 orjson-3.9.5 pydub-0.25.1 python-multipart-0.0.6 semantic-version-2.10.0 starlette-0.27.0 uvicorn-0.23.2 websockets-11.0.3\n"
          ]
        }
      ],
      "source": [
        "!pip install gradio"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "### 2. 準備放照片的資料夾"
      ],
      "metadata": {
        "id": "PY2aDSlNhumB"
      }
    },
    {
      "cell_type": "code",
      "execution_count": 5,
      "metadata": {
        "id": "kIY8G2cW-iEd",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "f579ca41-5e9a-4824-f35b-1f2b1706dd76"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Directory  /root /.deepface created\n",
            "Directory  /root /.deepface/weights created\n"
          ]
        }
      ],
      "source": [
        "from deepface import DeepFace\n",
        "from PIL import Image\n",
        "import gradio as gr\n",
        "import os"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "IVE 全員名單, 要做其他的請做相應的更改。"
      ],
      "metadata": {
        "id": "eFhgr5akiLHb"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "ive_members = [\"兪真유진\", \"員瑛원영\", \"秋天가을\", \"Liz리즈\", \"Rei레이\", \"李瑞이서\"]"
      ],
      "metadata": {
        "id": "sVLKGpw-h8NQ"
      },
      "execution_count": 6,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "我們準備在 `IVE` 下為每一位成員做一個資料夾。「訓練資料」的照片直接放入, 對應某位成員的子資料夾就可以了。\n",
        "\n",
        "另外 `IVE_quiz` 資料夾是放準備考試用的照片。"
      ],
      "metadata": {
        "id": "kC67lrbgi3YI"
      }
    },
    {
      "cell_type": "code",
      "execution_count": 7,
      "metadata": {
        "id": "GL83XI_O72m3"
      },
      "outputs": [],
      "source": [
        "IVE_folder = \"/content/IVE\"\n",
        "IVE_quiz = \"/content/IVE_quiz\""
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "建立 `IVE` 和 `IVE_folder` 資料夾。"
      ],
      "metadata": {
        "id": "JuqoXK4WkRby"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "path = IVE_folder\n",
        "if not os.path.exists(path):\n",
        "    os.makedirs(path)\n",
        "\n",
        "path = IVE_quiz\n",
        "if not os.path.exists(path):\n",
        "    os.makedirs(path)"
      ],
      "metadata": {
        "id": "Li6N1r1Wj8_H"
      },
      "execution_count": 8,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "在 `IVE` 資料夾下為每位成員做一個資料夾。"
      ],
      "metadata": {
        "id": "rP_zMhXAkwCm"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "for ive in ive_members:\n",
        "    path = IVE_folder + \"/\" + ive\n",
        "    if not os.path.exists(path):\n",
        "        os.makedirs(path)"
      ],
      "metadata": {
        "id": "bz9-ZNzNkcGd"
      },
      "execution_count": 9,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "簡單秀圖小函式。"
      ],
      "metadata": {
        "id": "tgTlF9SgmO3x"
      }
    },
    {
      "cell_type": "code",
      "execution_count": 10,
      "metadata": {
        "id": "JoDJDpXV9ug0"
      },
      "outputs": [],
      "source": [
        "def show_image(*args):\n",
        "    k = len(args)\n",
        "    fig = plt.figure(figsize=(5*k, 5))\n",
        "    for i, photo in enumerate(args):\n",
        "        plt.subplot(1,k,i+1)\n",
        "        plt.axis('off')\n",
        "        plt.axis('equal')\n",
        "        img = Image.open(photo)\n",
        "        plt.imshow(img)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 11,
      "metadata": {
        "id": "eLZEJEwM_B0R",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 422
        },
        "outputId": "2fe8f30d-8a9b-435c-ba7b-4a48c18899d1"
      },
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 500x500 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ],
      "source": [
        "img_path = \"/content/IVE/兪真유진/yujin.png\"\n",
        "show_image(img_path)"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "### 3. 找張照片試試"
      ],
      "metadata": {
        "id": "MLIceo6J4tgr"
      }
    },
    {
      "cell_type": "code",
      "execution_count": 17,
      "metadata": {
        "id": "LoGoA-ll_Vs4",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 422
        },
        "outputId": "c503e834-539f-46dd-82ce-cdc7749e8d13"
      },
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 500x500 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ],
      "source": [
        "quiz_path = \"/content/IVE_quiz/q1.png\"\n",
        "show_image(quiz_path)"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "這裡會把一張照片, 去和 `db_path` 資料夾下所有照片比對, 看最像誰。"
      ],
      "metadata": {
        "id": "yM6UoP4F5B19"
      }
    },
    {
      "cell_type": "code",
      "execution_count": 18,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "WVQZKAmiADUE",
        "outputId": "17417c34-7a57-4ae7-e379-e3c998b02ba8"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "WARNING: Representations for images in /content/IVE folder were previously stored in representations_vgg_face.pkl. If you added new instances after the creation, then please delete this file and call find function again. It will create it again.\n",
            "There are  6  representations found in  representations_vgg_face.pkl\n",
            "find function lasts  0.18759989738464355  seconds\n"
          ]
        }
      ],
      "source": [
        "df = DeepFace.find(quiz_path, db_path=IVE_folder,\n",
        "                   enforce_detection=False)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 19,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "-H7WOEYF-FwO",
        "outputId": "988d4e61-3645-4703-d068-d1c0570d1a16"
      },
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "[                             identity  source_x  source_y  source_w  source_h  \\\n",
              " 0  /content/IVE/員瑛원영/wonyoung.png       134        59       181       181   \n",
              " 1      /content/IVE/秋天가을/gaeul.png       134        59       181       181   \n",
              " 2      /content/IVE/兪真유진/yujin.png       134        59       181       181   \n",
              " 3        /content/IVE/Rei레이/rei.png       134        59       181       181   \n",
              " 4        /content/IVE/Liz리즈/liz.png       134        59       181       181   \n",
              " 5      /content/IVE/李瑞이서/leeseo.png       134        59       181       181   \n",
              " \n",
              "    VGG-Face_cosine  \n",
              " 0         0.127573  \n",
              " 1         0.135122  \n",
              " 2         0.155694  \n",
              " 3         0.234794  \n",
              " 4         0.257794  \n",
              " 5         0.382818  ]"
            ]
          },
          "metadata": {},
          "execution_count": 19
        }
      ],
      "source": [
        "df"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "直接看最像是誰 (我們是找出最像那張照片所在的資料夾)。"
      ],
      "metadata": {
        "id": "AVAL0_se5m4V"
      }
    },
    {
      "cell_type": "code",
      "execution_count": 22,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 35
        },
        "id": "UuEmlcPRAPNW",
        "outputId": "a50e2965-bb91-4b75-87f5-6eaa87308072"
      },
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "'員瑛원영'"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "string"
            }
          },
          "metadata": {},
          "execution_count": 22
        }
      ],
      "source": [
        "df[0].identity[0].split('/')[-2]"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "### 4. 用 `gradio` 打造出 web app"
      ],
      "metadata": {
        "id": "6QnmolEE54ZE"
      }
    },
    {
      "cell_type": "code",
      "execution_count": 24,
      "metadata": {
        "id": "QyMYXCiZAhD3"
      },
      "outputs": [],
      "source": [
        "def ive_pk(img, name):\n",
        "    df = DeepFace.find(img, db_path=IVE_folder,\n",
        "                       enforce_detection=False)\n",
        "    try:\n",
        "        result = df[0].identity[0].split('/')[-2]\n",
        "    except:\n",
        "        result = \"我不知道\"\n",
        "    return result"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 25,
      "metadata": {
        "id": "5qLc2Cm8JNph"
      },
      "outputs": [],
      "source": [
        "inp1 = gr.Image(label=\"QUIZ\", type=\"filepath\")\n",
        "inp2 = gr.Dropdown(\n",
        "            ive_members,\n",
        "            label=\"你的答案:\"\n",
        "        )\n",
        "out = gr.Text(label=\"我的答案:\")"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 26,
      "metadata": {
        "id": "UmDYHYIYKJ-w"
      },
      "outputs": [],
      "source": [
        "iface = gr.Interface(ive_pk,\n",
        "                     inputs=[inp1, inp2],\n",
        "                     outputs=out,\n",
        "                     title=\"IVE 成員 PK 戰\",\n",
        "                     description=\"和 AI PK IVE 成員的辨識能力\")"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "gV2Sm-VKKyLf",
        "outputId": "c1d20a02-f921-49d2-a2cc-ca3a72e5daa1"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Colab notebook detected. This cell will run indefinitely so that you can see errors and logs. To turn off, set debug=False in launch().\n",
            "Running on public URL: https://0ae3c6031dca8d96d1.gradio.live\n",
            "\n",
            "This share link expires in 72 hours. For free permanent hosting and GPU upgrades, run `gradio deploy` from Terminal to deploy to Spaces (https://huggingface.co/spaces)\n"
          ]
        },
        {
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          "data": {
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              "<IPython.core.display.HTML object>"
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            "text/html": [
              "<div><iframe src=\"https://0ae3c6031dca8d96d1.gradio.live\" width=\"100%\" height=\"500\" allow=\"autoplay; camera; microphone; clipboard-read; clipboard-write;\" frameborder=\"0\" allowfullscreen></iframe></div>"
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          "text": [
            "WARNING: Representations for images in /content/IVE folder were previously stored in representations_vgg_face.pkl. If you added new instances after the creation, then please delete this file and call find function again. It will create it again.\n",
            "There are  6  representations found in  representations_vgg_face.pkl\n",
            "find function lasts  0.3345775604248047  seconds\n",
            "WARNING: Representations for images in /content/IVE folder were previously stored in representations_vgg_face.pkl. If you added new instances after the creation, then please delete this file and call find function again. It will create it again.\n",
            "There are  6  representations found in  representations_vgg_face.pkl\n",
            "find function lasts  0.17978334426879883  seconds\n",
            "WARNING: Representations for images in /content/IVE folder were previously stored in representations_vgg_face.pkl. If you added new instances after the creation, then please delete this file and call find function again. It will create it again.\n",
            "There are  6  representations found in  representations_vgg_face.pkl\n",
            "find function lasts  0.19989252090454102  seconds\n",
            "WARNING: Representations for images in /content/IVE folder were previously stored in representations_vgg_face.pkl. If you added new instances after the creation, then please delete this file and call find function again. It will create it again.\n",
            "There are  6  representations found in  representations_vgg_face.pkl\n",
            "find function lasts  0.1879713535308838  seconds\n",
            "WARNING: Representations for images in /content/IVE folder were previously stored in representations_vgg_face.pkl. If you added new instances after the creation, then please delete this file and call find function again. It will create it again.\n",
            "There are  6  representations found in  representations_vgg_face.pkl\n",
            "find function lasts  0.18973398208618164  seconds\n",
            "WARNING: Representations for images in /content/IVE folder were previously stored in representations_vgg_face.pkl. If you added new instances after the creation, then please delete this file and call find function again. It will create it again.\n",
            "There are  6  representations found in  representations_vgg_face.pkl\n",
            "find function lasts  0.21816802024841309  seconds\n",
            "WARNING: Representations for images in /content/IVE folder were previously stored in representations_vgg_face.pkl. If you added new instances after the creation, then please delete this file and call find function again. It will create it again.\n",
            "There are  6  representations found in  representations_vgg_face.pkl\n",
            "find function lasts  0.18874382972717285  seconds\n",
            "WARNING: Representations for images in /content/IVE folder were previously stored in representations_vgg_face.pkl. If you added new instances after the creation, then please delete this file and call find function again. It will create it again.\n",
            "There are  6  representations found in  representations_vgg_face.pkl\n",
            "find function lasts  0.20789432525634766  seconds\n",
            "WARNING: Representations for images in /content/IVE folder were previously stored in representations_vgg_face.pkl. If you added new instances after the creation, then please delete this file and call find function again. It will create it again.\n",
            "There are  6  representations found in  representations_vgg_face.pkl\n",
            "find function lasts  0.20697999000549316  seconds\n",
            "WARNING: Representations for images in /content/IVE folder were previously stored in representations_vgg_face.pkl. If you added new instances after the creation, then please delete this file and call find function again. It will create it again.\n",
            "There are  6  representations found in  representations_vgg_face.pkl\n",
            "find function lasts  0.19875073432922363  seconds\n",
            "WARNING: Representations for images in /content/IVE folder were previously stored in representations_vgg_face.pkl. If you added new instances after the creation, then please delete this file and call find function again. It will create it again.\n",
            "There are  6  representations found in  representations_vgg_face.pkl\n",
            "find function lasts  0.20732712745666504  seconds\n",
            "WARNING: Representations for images in /content/IVE folder were previously stored in representations_vgg_face.pkl. If you added new instances after the creation, then please delete this file and call find function again. It will create it again.\n",
            "There are  6  representations found in  representations_vgg_face.pkl\n",
            "find function lasts  0.18384361267089844  seconds\n",
            "WARNING: Representations for images in /content/IVE folder were previously stored in representations_vgg_face.pkl. If you added new instances after the creation, then please delete this file and call find function again. It will create it again.\n",
            "There are  6  representations found in  representations_vgg_face.pkl\n",
            "find function lasts  0.21567654609680176  seconds\n",
            "WARNING: Representations for images in /content/IVE folder were previously stored in representations_vgg_face.pkl. If you added new instances after the creation, then please delete this file and call find function again. It will create it again.\n",
            "There are  6  representations found in  representations_vgg_face.pkl\n",
            "find function lasts  0.18711113929748535  seconds\n",
            "WARNING: Representations for images in /content/IVE folder were previously stored in representations_vgg_face.pkl. If you added new instances after the creation, then please delete this file and call find function again. It will create it again.\n",
            "There are  6  representations found in  representations_vgg_face.pkl\n",
            "find function lasts  0.1928725242614746  seconds\n",
            "WARNING: Representations for images in /content/IVE folder were previously stored in representations_vgg_face.pkl. If you added new instances after the creation, then please delete this file and call find function again. It will create it again.\n",
            "There are  6  representations found in  representations_vgg_face.pkl\n",
            "find function lasts  0.18756461143493652  seconds\n",
            "WARNING: Representations for images in /content/IVE folder were previously stored in representations_vgg_face.pkl. If you added new instances after the creation, then please delete this file and call find function again. It will create it again.\n",
            "There are  6  representations found in  representations_vgg_face.pkl\n",
            "find function lasts  0.19909977912902832  seconds\n",
            "WARNING: Representations for images in /content/IVE folder were previously stored in representations_vgg_face.pkl. If you added new instances after the creation, then please delete this file and call find function again. It will create it again.\n",
            "There are  6  representations found in  representations_vgg_face.pkl\n",
            "find function lasts  0.18953847885131836  seconds\n",
            "WARNING: Representations for images in /content/IVE folder were previously stored in representations_vgg_face.pkl. If you added new instances after the creation, then please delete this file and call find function again. It will create it again.\n",
            "There are  6  representations found in  representations_vgg_face.pkl\n",
            "find function lasts  0.1939678192138672  seconds\n",
            "WARNING: Representations for images in /content/IVE folder were previously stored in representations_vgg_face.pkl. If you added new instances after the creation, then please delete this file and call find function again. It will create it again.\n",
            "There are  6  representations found in  representations_vgg_face.pkl\n",
            "find function lasts  0.20005321502685547  seconds\n",
            "WARNING: Representations for images in /content/IVE folder were previously stored in representations_vgg_face.pkl. If you added new instances after the creation, then please delete this file and call find function again. It will create it again.\n",
            "There are  6  representations found in  representations_vgg_face.pkl\n",
            "find function lasts  0.1846461296081543  seconds\n",
            "WARNING: Representations for images in /content/IVE folder were previously stored in representations_vgg_face.pkl. If you added new instances after the creation, then please delete this file and call find function again. It will create it again.\n",
            "There are  6  representations found in  representations_vgg_face.pkl\n",
            "find function lasts  0.22075271606445312  seconds\n",
            "WARNING: Representations for images in /content/IVE folder were previously stored in representations_vgg_face.pkl. If you added new instances after the creation, then please delete this file and call find function again. It will create it again.\n",
            "There are  6  representations found in  representations_vgg_face.pkl\n",
            "find function lasts  0.19339513778686523  seconds\n",
            "WARNING: Representations for images in /content/IVE folder were previously stored in representations_vgg_face.pkl. If you added new instances after the creation, then please delete this file and call find function again. It will create it again.\n",
            "There are  6  representations found in  representations_vgg_face.pkl\n",
            "find function lasts  0.5366678237915039  seconds\n",
            "WARNING: Representations for images in /content/IVE folder were previously stored in representations_vgg_face.pkl. If you added new instances after the creation, then please delete this file and call find function again. It will create it again.\n",
            "There are  6  representations found in  representations_vgg_face.pkl\n",
            "find function lasts  0.20787692070007324  seconds\n",
            "WARNING: Representations for images in /content/IVE folder were previously stored in representations_vgg_face.pkl. If you added new instances after the creation, then please delete this file and call find function again. It will create it again.\n",
            "There are  6  representations found in  representations_vgg_face.pkl\n",
            "find function lasts  0.34482526779174805  seconds\n",
            "WARNING: Representations for images in /content/IVE folder were previously stored in representations_vgg_face.pkl. If you added new instances after the creation, then please delete this file and call find function again. It will create it again.\n",
            "There are  6  representations found in  representations_vgg_face.pkl\n",
            "find function lasts  0.19708752632141113  seconds\n",
            "WARNING: Representations for images in /content/IVE folder were previously stored in representations_vgg_face.pkl. If you added new instances after the creation, then please delete this file and call find function again. It will create it again.\n",
            "There are  6  representations found in  representations_vgg_face.pkl\n",
            "find function lasts  0.19967222213745117  seconds\n",
            "WARNING: Representations for images in /content/IVE folder were previously stored in representations_vgg_face.pkl. If you added new instances after the creation, then please delete this file and call find function again. It will create it again.\n",
            "There are  6  representations found in  representations_vgg_face.pkl\n",
            "find function lasts  0.214829683303833  seconds\n",
            "WARNING: Representations for images in /content/IVE folder were previously stored in representations_vgg_face.pkl. If you added new instances after the creation, then please delete this file and call find function again. It will create it again.\n",
            "There are  6  representations found in  representations_vgg_face.pkl\n",
            "find function lasts  0.19596576690673828  seconds\n",
            "WARNING: Representations for images in /content/IVE folder were previously stored in representations_vgg_face.pkl. If you added new instances after the creation, then please delete this file and call find function again. It will create it again.\n",
            "There are  6  representations found in  representations_vgg_face.pkl\n",
            "find function lasts  0.18766331672668457  seconds\n",
            "WARNING: Representations for images in /content/IVE folder were previously stored in representations_vgg_face.pkl. If you added new instances after the creation, then please delete this file and call find function again. It will create it again.\n",
            "There are  6  representations found in  representations_vgg_face.pkl\n",
            "find function lasts  0.33473992347717285  seconds\n",
            "WARNING: Representations for images in /content/IVE folder were previously stored in representations_vgg_face.pkl. If you added new instances after the creation, then please delete this file and call find function again. It will create it again.\n",
            "There are  6  representations found in  representations_vgg_face.pkl\n",
            "find function lasts  0.5281953811645508  seconds\n",
            "WARNING: Representations for images in /content/IVE folder were previously stored in representations_vgg_face.pkl. If you added new instances after the creation, then please delete this file and call find function again. It will create it again.\n",
            "There are  6  representations found in  representations_vgg_face.pkl\n",
            "find function lasts  0.32506513595581055  seconds\n",
            "WARNING: Representations for images in /content/IVE folder were previously stored in representations_vgg_face.pkl. If you added new instances after the creation, then please delete this file and call find function again. It will create it again.\n",
            "There are  6  representations found in  representations_vgg_face.pkl\n",
            "find function lasts  0.24248981475830078  seconds\n"
          ]
        }
      ],
      "source": [
        "iface.launch(share=True, debug=True)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "wrMi-cL7K77I"
      },
      "outputs": [],
      "source": []
    }
  ],
  "metadata": {
    "accelerator": "GPU",
    "colab": {
      "machine_shape": "hm",
      "provenance": [],
      "authorship_tag": "ABX9TyNRewh5qzZOY1y9kOY8bVj+",
      "include_colab_link": true
    },
    "kernelspec": {
      "display_name": "Python 3",
      "name": "python3"
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    "language_info": {
      "name": "python"
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  "nbformat_minor": 0
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