{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "provenance": []
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "source": [
        "**Name:**\n",
        "\n",
        "**Date:**\n",
        "\n",
        "**Description of activity:**\n"
      ],
      "metadata": {
        "id": "sczaGya92i48"
      }
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "cOalenelubet",
        "outputId": "56150f4b-5391-490f-f947-5cd2b2a75694"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Mounted at /drive\n"
          ]
        }
      ],
      "source": [
        "from google.colab import drive\n",
        "drive.mount('/drive')\n",
        "from PIL import Image\n",
        "from matplotlib import pyplot as plt\n",
        "import math\n"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Exercises\n",
        "In this activity you will gain practice specifying conditions to be used for replacing the color of some set of pixels in an image with a different color, either specified by the user, as in the <code>removeRedEye</code> function, or taken from another image, as in the <code>swapBack</code> and <code>chromakey</code> functions. The functions used in this activity can be found in the [Conditional Statements and Advanced Image Manipulation](http://www.cs.kzoo.edu/cs103/Readings/ConditionalStatementsAdvanced.pdf) reading."
      ],
      "metadata": {
        "id": "06NRIZQ6ip92"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# The following function is the Euclidean distance of points in 3-space\n",
        "# It is used to find distances between 3-tuples of RGB vlaues\n",
        "def distance(color1, color2):\n",
        "  d = math.sqrt((color1[0]-color2[0])**2 + (color1[1]-color2[1])**2 + (color1[2]-color2[2])**2)\n",
        "  return d\n",
        "\n"
      ],
      "metadata": {
        "id": "x4HfDwGAuhx4"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# The following function is used to remove red eye from an image\n",
        "def removeRedEye(pic, startX, startY, endX, endY, newColor):\n",
        "  newPic = pic.copy()\n",
        "  for y in range(startY, endY):\n",
        "    for x in range(startX, endX):\n",
        "      if distance(newPic.getpixel((x,y)),(255,0,0)) < 165:\n",
        "        newPic.putpixel((x,y),newColor)\n",
        "  return newPic"
      ],
      "metadata": {
        "id": "m93duulpw61I"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "The following code segment tests the <code>removeRedEye</code> function.  Select an image of your own to test this function with.  If appropriate, you may modify the function to remove blue, or green, or some other color."
      ],
      "metadata": {
        "id": "aHxr2UiMfInO"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# Replace this image with one of your own\n",
        "pic = Image.open(\"/drive/MyDrive/ColabNotebooks/Picture1.jpg\")\n",
        "eye1 = removeRedEye(pic,127,134, 147,148,(30,30,50))\n",
        "eye2 = removeRedEye(eye1, 180,140, 200,152, (30,30,50))\n",
        "f, pics = plt.subplots(1,2)\n",
        "pics[0].imshow(pic)\n",
        "pics[1].imshow(eye2)\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 384
        },
        "id": "-3YdvoLPxk9b",
        "outputId": "b6ce989b-1ee0-4f1b-fd9a-bbf5b5f42689"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<matplotlib.image.AxesImage at 0x7fc06ed5a100>"
            ]
          },
          "metadata": {},
          "execution_count": 5
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 640x480 with 2 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "The next function will replace the background behind a person or persons with a new background by looking for areas of high similarity (low distance between colors) between the image with the person and the image containing just the background.  It then replaces those pixels with the color from the corresponding pixels in a new background.  Test this on your own images.  **Note:** The images used in this function must be the same size!"
      ],
      "metadata": {
        "id": "-IzUgtmNfar5"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# replace background around subject with new background\n",
        "def swapBack(bgWithPerson, onlyBG, newBG, threshold):\n",
        "  newPic = bgWithPerson.copy()\n",
        "  for y in range(newPic.height):\n",
        "    for x in range(newPic.width):\n",
        "      pxcolor = newPic.getpixel((x,y))\n",
        "      bgcolor = onlyBG.getpixel((x,y))\n",
        "      if distance(pxcolor, bgcolor) < threshold:\n",
        "        newPic.putpixel((x,y), newBG.getpixel((x,y)))\n",
        "  return newPic\n",
        "\n"
      ],
      "metadata": {
        "id": "paoarmPs1Q7X"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# Select the images, then call swapBack, saving the result in\n",
        "# a variable.  Show the resulting image.\n",
        "# Consider showing all three images and then the final image.\n",
        "\n"
      ],
      "metadata": {
        "id": "yFlpYoGg2c59"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "The next function is the chromakey function.  In order to test this function, you will need an image of something in front of a green screen and a background to be used for replacing the green.  The images must be the same sizes."
      ],
      "metadata": {
        "id": "IF9cBPxkgjr0"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# replace the green background with a more interesting\n",
        "# background\n",
        "def chromakey(subjectOnGreen, bg):\n",
        "  newpic = subjectOnGreen.copy()\n",
        "  for y in range(newpic.height):\n",
        "    for x in range(newpic.width):\n",
        "      rvalue, gvalue, bvalue = newpic.getpixel((x,y))\n",
        "      if rvalue < 200 and bvalue < 190 and gvalue > 150:\n",
        "        newpic.putpixel((x,y), bg.getpixel((x,y)))\n",
        "  return newpic"
      ],
      "metadata": {
        "id": "_f9N7PW67Grl"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# Test the chromakey function here\n",
        "\n"
      ],
      "metadata": {
        "id": "UFMNZO2Ric_M"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "# (Optional) Saving and Submitting\n",
        "\n",
        "Once you have created results that you are pleased with, skim through your notebook and make sure everything looks the way you expect. If it all looks good, save this notebook as a .ipynb. (Go to File -> Download -> Download .ipynb)\n",
        "\n",
        "Submit your .ipynb file on Kit.  The submission will be reviewed but is not counted in the overall grade."
      ],
      "metadata": {
        "id": "qI94P8D2g26D"
      }
    }
  ]
}