Praktikum 02 - RGB, Bendera.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Praktikum 2 | Pengolahan Citra"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## RGB, Bendera"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Fadhil Yori Hibatullah | 2103161037 | 2 D3 Teknik Informatika B"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "-------------------------------------------------------"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Import dependency"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import imageio\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Membuat Gambar Berwarna Merah"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Membuat variabel untuk gambar berukuran 256 pixel x 256 pixel"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "img_red = np.zeros((256, 256, 3), dtype=np.uint8)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Set pixel with [255, 0, 0] or red"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "for y in range(0, 256):\n",
    "    for x in range(0, 256):\n",
    "        for c in range(0, 3):\n",
    "            if c == 0:\n",
    "                img_red[y][x][c] = 255\n",
    "            else:\n",
    "                img_red[y][x][c] = 0"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Test image"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.imshow(img_red)\n",
    "plt.title(\"Red\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Create green image"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Create image variabel (256 pixel x 256 pixel)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "img_green = np.zeros((256, 256, 3), dtype=np.uint8)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Set pixel with [0, 255, 0] or green"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "for y in range(0, 256):\n",
    "    for x in range(0, 256):\n",
    "        for c in range(0, 3):\n",
    "            if c == 1:\n",
    "                img_red[y][x][c] = 255\n",
    "            else:\n",
    "                img_red[y][x][c] = 0"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Test image"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.imshow(img_red)\n",
    "plt.title(\"Green\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Create blue image"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Create image variabel (256 pixel x 256 pixel)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "img_blue = np.zeros((256, 256, 3), dtype=np.uint8)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Set pixel with [0, 0, 255] or blue"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "for y in range(0, 256):\n",
    "    for x in range(0, 256):\n",
    "        for c in range(0, 3):\n",
    "            if c == 2:\n",
    "                img_red[y][x][c] = 255\n",
    "            else:\n",
    "                img_red[y][x][c] = 0"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Test image"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.imshow(img_red)\n",
    "plt.title(\"Blue\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "------------------------------"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Create Indonesian's Flag"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Create variabel"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "img_IND_flag = np.zeros((640, 1280, 3), dtype=np.uint8)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Set the pixel"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "for y in range(0, 640):\n",
    "    for x in range(0, 1280):\n",
    "        for c in range(0, 3):\n",
    "            if y >= 320:\n",
    "                img_IND_flag[y][x][c] = 255 # set semua channel menjadi 255 atau putih [255,255,255]\n",
    "            else:\n",
    "                if c == 0:\n",
    "                    img_IND_flag[y][x][c] = 255\n",
    "                else:\n",
    "                    img_IND_flag[y][x][c] = 0"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Test image"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.imshow(img_IND_flag)\n",
    "plt.title(\"Bendera Indonesia\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "---------------------------------------------------"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}