Chapter-wise code/Code - PyTorch/2. Convolution Neural Networks/3. Object Detection/Object_Detection.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "01.Object Detection",
      "provenance": [],
      "authorship_tag": "ABX9TyN+iuyED0T6E2V2l1IBsfEz",
      "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/purvasingh96/pytorch-examples/blob/master/Images/01_Object_Detection.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "GQMHHvKcSpHu",
        "colab_type": "code",
        "outputId": "c5e80af2-7c99-4c43-a454-6704e89fff42",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        }
      },
      "source": [
        "%%shell\n",
        "\n",
        "# Install pycocotools\n",
        "git clone https://github.com/cocodataset/cocoapi.git\n",
        "cd cocoapi/PythonAPI\n",
        "python setup.py build_ext install"
      ],
      "execution_count": 6,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "fatal: destination path 'cocoapi' already exists and is not an empty directory.\n",
            "running build_ext\n",
            "skipping 'pycocotools/_mask.c' Cython extension (up-to-date)\n",
            "running install\n",
            "running bdist_egg\n",
            "running egg_info\n",
            "writing pycocotools.egg-info/PKG-INFO\n",
            "writing dependency_links to pycocotools.egg-info/dependency_links.txt\n",
            "writing requirements to pycocotools.egg-info/requires.txt\n",
            "writing top-level names to pycocotools.egg-info/top_level.txt\n",
            "writing manifest file 'pycocotools.egg-info/SOURCES.txt'\n",
            "installing library code to build/bdist.linux-x86_64/egg\n",
            "running install_lib\n",
            "running build_py\n",
            "creating build/bdist.linux-x86_64/egg\n",
            "creating build/bdist.linux-x86_64/egg/pycocotools\n",
            "copying build/lib.linux-x86_64-3.6/pycocotools/cocoeval.py -> build/bdist.linux-x86_64/egg/pycocotools\n",
            "copying build/lib.linux-x86_64-3.6/pycocotools/_mask.cpython-36m-x86_64-linux-gnu.so -> build/bdist.linux-x86_64/egg/pycocotools\n",
            "copying build/lib.linux-x86_64-3.6/pycocotools/mask.py -> build/bdist.linux-x86_64/egg/pycocotools\n",
            "copying build/lib.linux-x86_64-3.6/pycocotools/__init__.py -> build/bdist.linux-x86_64/egg/pycocotools\n",
            "copying build/lib.linux-x86_64-3.6/pycocotools/coco.py -> build/bdist.linux-x86_64/egg/pycocotools\n",
            "byte-compiling build/bdist.linux-x86_64/egg/pycocotools/cocoeval.py to cocoeval.cpython-36.pyc\n",
            "byte-compiling build/bdist.linux-x86_64/egg/pycocotools/mask.py to mask.cpython-36.pyc\n",
            "byte-compiling build/bdist.linux-x86_64/egg/pycocotools/__init__.py to __init__.cpython-36.pyc\n",
            "byte-compiling build/bdist.linux-x86_64/egg/pycocotools/coco.py to coco.cpython-36.pyc\n",
            "creating stub loader for pycocotools/_mask.cpython-36m-x86_64-linux-gnu.so\n",
            "byte-compiling build/bdist.linux-x86_64/egg/pycocotools/_mask.py to _mask.cpython-36.pyc\n",
            "creating build/bdist.linux-x86_64/egg/EGG-INFO\n",
            "copying pycocotools.egg-info/PKG-INFO -> build/bdist.linux-x86_64/egg/EGG-INFO\n",
            "copying pycocotools.egg-info/SOURCES.txt -> build/bdist.linux-x86_64/egg/EGG-INFO\n",
            "copying pycocotools.egg-info/dependency_links.txt -> build/bdist.linux-x86_64/egg/EGG-INFO\n",
            "copying pycocotools.egg-info/requires.txt -> build/bdist.linux-x86_64/egg/EGG-INFO\n",
            "copying pycocotools.egg-info/top_level.txt -> build/bdist.linux-x86_64/egg/EGG-INFO\n",
            "writing build/bdist.linux-x86_64/egg/EGG-INFO/native_libs.txt\n",
            "zip_safe flag not set; analyzing archive contents...\n",
            "pycocotools.__pycache__._mask.cpython-36: module references __file__\n",
            "creating 'dist/pycocotools-2.0-py3.6-linux-x86_64.egg' and adding 'build/bdist.linux-x86_64/egg' to it\n",
            "removing 'build/bdist.linux-x86_64/egg' (and everything under it)\n",
            "Processing pycocotools-2.0-py3.6-linux-x86_64.egg\n",
            "removing '/usr/local/lib/python3.6/dist-packages/pycocotools-2.0-py3.6-linux-x86_64.egg' (and everything under it)\n",
            "creating /usr/local/lib/python3.6/dist-packages/pycocotools-2.0-py3.6-linux-x86_64.egg\n",
            "Extracting pycocotools-2.0-py3.6-linux-x86_64.egg to /usr/local/lib/python3.6/dist-packages\n",
            "pycocotools 2.0 is already the active version in easy-install.pth\n",
            "\n",
            "Installed /usr/local/lib/python3.6/dist-packages/pycocotools-2.0-py3.6-linux-x86_64.egg\n",
            "Processing dependencies for pycocotools==2.0\n",
            "Searching for matplotlib==3.1.2\n",
            "Best match: matplotlib 3.1.2\n",
            "Adding matplotlib 3.1.2 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.6/dist-packages\n",
            "Searching for Cython==0.29.14\n",
            "Best match: Cython 0.29.14\n",
            "Adding Cython 0.29.14 to easy-install.pth file\n",
            "Installing cygdb script to /usr/local/bin\n",
            "Installing cython script to /usr/local/bin\n",
            "Installing cythonize script to /usr/local/bin\n",
            "\n",
            "Using /usr/local/lib/python3.6/dist-packages\n",
            "Searching for setuptools==42.0.2\n",
            "Best match: setuptools 42.0.2\n",
            "Adding setuptools 42.0.2 to easy-install.pth file\n",
            "Installing easy_install script to /usr/local/bin\n",
            "Installing easy_install-3.8 script to /usr/local/bin\n",
            "\n",
            "Using /usr/local/lib/python3.6/dist-packages\n",
            "Searching for pyparsing==2.4.6\n",
            "Best match: pyparsing 2.4.6\n",
            "Adding pyparsing 2.4.6 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.6/dist-packages\n",
            "Searching for numpy==1.17.5\n",
            "Best match: numpy 1.17.5\n",
            "Adding numpy 1.17.5 to easy-install.pth file\n",
            "Installing f2py script to /usr/local/bin\n",
            "Installing f2py3 script to /usr/local/bin\n",
            "Installing f2py3.6 script to /usr/local/bin\n",
            "\n",
            "Using /usr/local/lib/python3.6/dist-packages\n",
            "Searching for cycler==0.10.0\n",
            "Best match: cycler 0.10.0\n",
            "Adding cycler 0.10.0 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.6/dist-packages\n",
            "Searching for kiwisolver==1.1.0\n",
            "Best match: kiwisolver 1.1.0\n",
            "Adding kiwisolver 1.1.0 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.6/dist-packages\n",
            "Searching for python-dateutil==2.6.1\n",
            "Best match: python-dateutil 2.6.1\n",
            "Adding python-dateutil 2.6.1 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.6/dist-packages\n",
            "Searching for six==1.12.0\n",
            "Best match: six 1.12.0\n",
            "Adding six 1.12.0 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.6/dist-packages\n",
            "Finished processing dependencies for pycocotools==2.0\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              ""
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 6
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Nkd23r8cXDAR",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 136
        },
        "outputId": "70f94c42-80c8-4627-f02f-e684fc3cca75"
      },
      "source": [
        "!unzip PennFudanPed.zip"
      ],
      "execution_count": 8,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Archive:  PennFudanPed.zip\n",
            "  End-of-central-directory signature not found.  Either this file is not\n",
            "  a zipfile, or it constitutes one disk of a multi-part archive.  In the\n",
            "  latter case the central directory and zipfile comment will be found on\n",
            "  the last disk(s) of this archive.\n",
            "unzip:  cannot find zipfile directory in one of PennFudanPed.zip or\n",
            "        PennFudanPed.zip.zip, and cannot find PennFudanPed.zip.ZIP, period.\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "h_zQ1d63Xd7J",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "outputId": "9f871e8b-6b8b-4ec4-8f44-b9a2a1095a18"
      },
      "source": [
        "!unzip PennFudanPed.zip"
      ],
      "execution_count": 9,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Archive:  PennFudanPed.zip\n",
            "   creating: PennFudanPed/\n",
            "  inflating: PennFudanPed/added-object-list.txt  \n",
            "   creating: PennFudanPed/Annotation/\n",
            "  inflating: PennFudanPed/Annotation/FudanPed00001.txt  \n",
            "  inflating: PennFudanPed/Annotation/FudanPed00002.txt  \n",
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            "  inflating: PennFudanPed/Annotation/PennPed00082.txt  \n",
            "  inflating: PennFudanPed/Annotation/PennPed00083.txt  \n",
            "  inflating: PennFudanPed/Annotation/PennPed00084.txt  \n",
            "  inflating: PennFudanPed/Annotation/PennPed00085.txt  \n",
            "  inflating: PennFudanPed/Annotation/PennPed00086.txt  \n",
            "  inflating: PennFudanPed/Annotation/PennPed00087.txt  \n",
            "  inflating: PennFudanPed/Annotation/PennPed00088.txt  \n",
            "  inflating: PennFudanPed/Annotation/PennPed00089.txt  \n",
            "  inflating: PennFudanPed/Annotation/PennPed00090.txt  \n",
            "  inflating: PennFudanPed/Annotation/PennPed00091.txt  \n",
            "  inflating: PennFudanPed/Annotation/PennPed00092.txt  \n",
            "  inflating: PennFudanPed/Annotation/PennPed00093.txt  \n",
            "  inflating: PennFudanPed/Annotation/PennPed00094.txt  \n",
            "  inflating: PennFudanPed/Annotation/PennPed00095.txt  \n",
            "  inflating: PennFudanPed/Annotation/PennPed00096.txt  \n",
            "   creating: PennFudanPed/PedMasks/\n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00001_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00002_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00003_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00004_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00005_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00006_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00007_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00008_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00009_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00010_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00011_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00012_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00013_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00014_mask.png  \n",
            " extracting: PennFudanPed/PedMasks/FudanPed00015_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00016_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00017_mask.png  \n",
            " extracting: PennFudanPed/PedMasks/FudanPed00018_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00019_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00020_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00021_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00022_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00023_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00024_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00025_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00026_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00027_mask.png  \n",
            " extracting: PennFudanPed/PedMasks/FudanPed00028_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00029_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00030_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00031_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00032_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00033_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00034_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00035_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00036_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00037_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00038_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00039_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00040_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00041_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00042_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00043_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00044_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00045_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00046_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00047_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00048_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00049_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00050_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00051_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00052_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00053_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00054_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00055_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00056_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00057_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00058_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00059_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00060_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00061_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00062_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00063_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00064_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00065_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00066_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00067_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00068_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00069_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00070_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00071_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00072_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00073_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/FudanPed00074_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00001_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00002_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00003_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00004_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00005_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00006_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00007_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00008_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00009_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00010_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00011_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00012_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00013_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00014_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00015_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00016_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00017_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00018_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00019_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00020_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00021_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00022_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00023_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00024_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00025_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00026_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00027_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00028_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00029_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00030_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00031_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00032_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00033_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00034_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00035_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00036_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00037_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00038_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00039_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00040_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00041_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00042_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00043_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00044_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00045_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00046_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00047_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00048_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00049_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00050_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00051_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00052_mask.png  \n",
            " extracting: PennFudanPed/PedMasks/PennPed00053_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00054_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00055_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00056_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00057_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00058_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00059_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00060_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00061_mask.png  \n",
            " extracting: PennFudanPed/PedMasks/PennPed00062_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00063_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00064_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00065_mask.png  \n",
            " extracting: PennFudanPed/PedMasks/PennPed00066_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00067_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00068_mask.png  \n",
            " extracting: PennFudanPed/PedMasks/PennPed00069_mask.png  \n",
            " extracting: PennFudanPed/PedMasks/PennPed00070_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00071_mask.png  \n",
            " extracting: PennFudanPed/PedMasks/PennPed00072_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00073_mask.png  \n",
            " extracting: PennFudanPed/PedMasks/PennPed00074_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00075_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00076_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00077_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00078_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00079_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00080_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00081_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00082_mask.png  \n",
            " extracting: PennFudanPed/PedMasks/PennPed00083_mask.png  \n",
            " extracting: PennFudanPed/PedMasks/PennPed00084_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00085_mask.png  \n",
            " extracting: PennFudanPed/PedMasks/PennPed00086_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00087_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00088_mask.png  \n",
            " extracting: PennFudanPed/PedMasks/PennPed00089_mask.png  \n",
            " extracting: PennFudanPed/PedMasks/PennPed00090_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00091_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00092_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00093_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00094_mask.png  \n",
            "  inflating: PennFudanPed/PedMasks/PennPed00095_mask.png  \n",
            " extracting: PennFudanPed/PedMasks/PennPed00096_mask.png  \n",
            "   creating: PennFudanPed/PNGImages/\n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00001.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00002.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00003.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00004.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00005.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00006.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00007.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00008.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00009.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00010.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00011.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00012.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00013.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00014.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00015.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00016.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00017.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00018.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00019.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00020.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00021.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00022.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00023.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00024.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00025.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00026.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00027.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00028.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00029.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00030.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00031.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00032.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00033.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00034.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00035.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00036.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00037.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00038.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00039.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00040.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00041.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00042.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00043.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00044.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00045.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00046.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00047.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00048.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00049.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00050.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00051.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00052.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00053.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00054.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00055.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00056.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00057.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00058.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00059.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00060.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00061.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00062.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00063.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00064.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00065.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00066.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00067.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00068.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00069.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00070.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00071.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00072.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00073.png  \n",
            "  inflating: PennFudanPed/PNGImages/FudanPed00074.png  \n",
            "  inflating: PennFudanPed/PNGImages/PennPed00001.png  \n",
            "  inflating: PennFudanPed/PNGImages/PennPed00002.png  \n",
            "  inflating: PennFudanPed/PNGImages/PennPed00003.png  \n",
            "  inflating: PennFudanPed/PNGImages/PennPed00004.png  \n",
            "  inflating: PennFudanPed/PNGImages/PennPed00005.png  \n",
            "  inflating: PennFudanPed/PNGImages/PennPed00006.png  \n",
            "  inflating: PennFudanPed/PNGImages/PennPed00007.png  \n",
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            "  inflating: PennFudanPed/readme.txt  \n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "px9CksFXZpu2",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "from PIL import Image\n",
        "mask = Image.open('PennFudanPed/PedMasks/FudanPed00002_mask.png')"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "JO52yVgnZxWr",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 431
        },
        "outputId": "c3f0ef98-4965-4cca-b1fa-7019840780c9"
      },
      "source": [
        "mask.putpalette([\n",
        "                 0, 0, 0,\n",
        "                 255, 0, 0,\n",
        "                 255, 255, 0,\n",
        "                 255, 153, 0\n",
        "])\n",
        "mask"
      ],
      "execution_count": 16,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "image/png": "iVBORw0KGgoAAAANSUhEUgAAAccAAAGeAgMAAACcEyIeAAAADFBMVEUAAAD/AAD//wD/mQBMHVIj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\nHzW1de1FXt31AAAAAElFTkSuQmCC\n",
            "text/plain": [
              "<PIL.PngImagePlugin.PngImageFile image mode=P size=455x414 at 0x7F1FEC6972B0>"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 16
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "2XeLVb4AaHlf",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        ""
      ],
      "execution_count": 0,
      "outputs": []
    }
  ]
}