{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "696eeb27-6fcf-4adb-88fa-4e61da7f4904",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import imageio.v2 as imageio\n",
    "import scipy.ndimage\n",
    "import math\n",
    "import sklearn.neighbors\n",
    "from os import listdir"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "7598b817-ec78-4ce8-bd6a-e757aa8b9d95",
   "metadata": {},
   "outputs": [],
   "source": [
    "def luminance(l):\n",
    "    if len(l.shape) > 2:\n",
    "        l = 0.2126 * l[:, :, 0] + 0.7152 * l[:, :, 1] + 0.0722 * l[:, :, 2]\n",
    "        l = l.astype(np.uint8)\n",
    "    return l"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "791bccc3-2e0d-46f2-b34f-1b966570c551",
   "metadata": {},
   "outputs": [],
   "source": [
    "def load_images(filenames):\n",
    "    images = []\n",
    "    for filename in filenames:\n",
    "        images.append(imageio.imread(filename))\n",
    "    return images"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "022b23c5-b919-4410-a49f-fbc14cf4a397",
   "metadata": {},
   "outputs": [],
   "source": [
    "filename_images_0 = \"Dataset/0/0.png Dataset/0/1.png Dataset/0/2.png Dataset/0/3.png Dataset/0/4.png Dataset/0/5.png Dataset/0/6.png Dataset/0/7.png Dataset/0/8.png Dataset/0/9.png\".rstrip().split(\" \")\n",
    "filename_images_1 = \"Dataset/1/0.png Dataset/1/1.png Dataset/1/2.png Dataset/1/3.png Dataset/1/4.png Dataset/1/5.png Dataset/1/6.png Dataset/1/7.png Dataset/1/8.png Dataset/1/9.png\".rstrip().split(\" \")\n",
    "filename_test_images = \"Dataset/0/0.png Dataset/0/1.png Dataset/0/2.png Dataset/0/3.png Dataset/0/4.png Dataset/0/5.png Dataset/0/6.png Dataset/0/7.png Dataset/0/8.png Dataset/0/9.png\".rstrip().split(\" \")\n",
    "\n",
    "images0 = load_images(filename_images_0)\n",
    "images1 = load_images(filename_images_1)\n",
    "test_images = load_images(filename_test_images)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "87c1881b-3595-4171-93a5-2591b67c0251",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7b03e16a-5f80-46e6-84b5-9c99ca359fee",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "b53120d4-1c6c-406b-ac21-fe6ee535a64f",
   "metadata": {},
   "outputs": [],
   "source": [
    "import scipy.signal\n",
    "\n",
    "def gradient_descriptors(img):\n",
    "    img = luminance(img)\n",
    "    \n",
    "    sobel_x = np.array([[-1, 0, 1], [-2, 0, 2], [-1, 0, 1]])\n",
    "    sobel_y = np.array([[-1, -2, -1], [0, 0, 0], [1, 2, 1]])\n",
    "\n",
    "    gx = scipy.signal.convolve2d(img, sobel_x)\n",
    "    gy = scipy.signal.convolve2d(img, sobel_y)\n",
    "\n",
    "    mag = np.sqrt(gx**2 + gy**2)\n",
    "    mag = mag/mag.sum()\n",
    "\n",
    "    angle = np.arctan((gy+0.0000001)/gx)\n",
    "    angle[gx == 0] = np.pi/2\n",
    "    angle += np.pi\n",
    "\n",
    "    # angle_digitized = np.digitize(angle.reshape((-1)), bins=12)\n",
    "    hog = np.zeros((12,))\n",
    "\n",
    "    for a, m in zip(angle.reshape((-1)), mag.reshape((-1))):\n",
    "        for idx, possible_bin in enumerate(np.arange(0, np.pi*2, np.pi*2 / 12)):\n",
    "            if a > possible_bin and a < possible_bin + (np.pi*2 / 12):\n",
    "                hog[idx] += m\n",
    "    # for idx, m in zip(angle_digitized, mag):\n",
    "    #     if m != np.nan:\n",
    "    #         hog[idx] += m\n",
    "\n",
    "    return hog\n",
    "        "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "734dfc23-8af6-4b84-843a-72746315b1f3",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/var/folders/t5/925j6xzs3573mclrt4vbd1hw0000gp/T/ipykernel_33381/3927622633.py:15: RuntimeWarning: divide by zero encountered in divide\n",
      "  angle = np.arctan((gy+0.0000001)/gx)\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "array([0.        , 0.        , 0.        , 0.20446263, 0.11475171,\n",
       "       0.1382678 , 0.14334799, 0.1545845 , 0.24001486, 0.        ,\n",
       "       0.        , 0.        ])"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "hog = gradient_descriptors(images0[0])\n",
    "hog"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "6ee9c30c-2c69-4673-b4b6-9f1a686a0309",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/var/folders/t5/925j6xzs3573mclrt4vbd1hw0000gp/T/ipykernel_33381/3927622633.py:15: RuntimeWarning: divide by zero encountered in divide\n",
      "  angle = np.arctan((gy+0.0000001)/gx)\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<style>#sk-container-id-1 {\n",
       "  /* Definition of color scheme common for light and dark mode */\n",
       "  --sklearn-color-text: #000;\n",
       "  --sklearn-color-text-muted: #666;\n",
       "  --sklearn-color-line: gray;\n",
       "  /* Definition of color scheme for unfitted estimators */\n",
       "  --sklearn-color-unfitted-level-0: #fff5e6;\n",
       "  --sklearn-color-unfitted-level-1: #f6e4d2;\n",
       "  --sklearn-color-unfitted-level-2: #ffe0b3;\n",
       "  --sklearn-color-unfitted-level-3: chocolate;\n",
       "  /* Definition of color scheme for fitted estimators */\n",
       "  --sklearn-color-fitted-level-0: #f0f8ff;\n",
       "  --sklearn-color-fitted-level-1: #d4ebff;\n",
       "  --sklearn-color-fitted-level-2: #b3dbfd;\n",
       "  --sklearn-color-fitted-level-3: cornflowerblue;\n",
       "\n",
       "  /* Specific color for light theme */\n",
       "  --sklearn-color-text-on-default-background: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, black)));\n",
       "  --sklearn-color-background: var(--sg-background-color, var(--theme-background, var(--jp-layout-color0, white)));\n",
       "  --sklearn-color-border-box: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, black)));\n",
       "  --sklearn-color-icon: #696969;\n",
       "\n",
       "  @media (prefers-color-scheme: dark) {\n",
       "    /* Redefinition of color scheme for dark theme */\n",
       "    --sklearn-color-text-on-default-background: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, white)));\n",
       "    --sklearn-color-background: var(--sg-background-color, var(--theme-background, var(--jp-layout-color0, #111)));\n",
       "    --sklearn-color-border-box: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, white)));\n",
       "    --sklearn-color-icon: #878787;\n",
       "  }\n",
       "}\n",
       "\n",
       "#sk-container-id-1 {\n",
       "  color: var(--sklearn-color-text);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 pre {\n",
       "  padding: 0;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 input.sk-hidden--visually {\n",
       "  border: 0;\n",
       "  clip: rect(1px 1px 1px 1px);\n",
       "  clip: rect(1px, 1px, 1px, 1px);\n",
       "  height: 1px;\n",
       "  margin: -1px;\n",
       "  overflow: hidden;\n",
       "  padding: 0;\n",
       "  position: absolute;\n",
       "  width: 1px;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-dashed-wrapped {\n",
       "  border: 1px dashed var(--sklearn-color-line);\n",
       "  margin: 0 0.4em 0.5em 0.4em;\n",
       "  box-sizing: border-box;\n",
       "  padding-bottom: 0.4em;\n",
       "  background-color: var(--sklearn-color-background);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-container {\n",
       "  /* jupyter's `normalize.less` sets `[hidden] { display: none; }`\n",
       "     but bootstrap.min.css set `[hidden] { display: none !important; }`\n",
       "     so we also need the `!important` here to be able to override the\n",
       "     default hidden behavior on the sphinx rendered scikit-learn.org.\n",
       "     See: https://github.com/scikit-learn/scikit-learn/issues/21755 */\n",
       "  display: inline-block !important;\n",
       "  position: relative;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-text-repr-fallback {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       "div.sk-parallel-item,\n",
       "div.sk-serial,\n",
       "div.sk-item {\n",
       "  /* draw centered vertical line to link estimators */\n",
       "  background-image: linear-gradient(var(--sklearn-color-text-on-default-background), var(--sklearn-color-text-on-default-background));\n",
       "  background-size: 2px 100%;\n",
       "  background-repeat: no-repeat;\n",
       "  background-position: center center;\n",
       "}\n",
       "\n",
       "/* Parallel-specific style estimator block */\n",
       "\n",
       "#sk-container-id-1 div.sk-parallel-item::after {\n",
       "  content: \"\";\n",
       "  width: 100%;\n",
       "  border-bottom: 2px solid var(--sklearn-color-text-on-default-background);\n",
       "  flex-grow: 1;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-parallel {\n",
       "  display: flex;\n",
       "  align-items: stretch;\n",
       "  justify-content: center;\n",
       "  background-color: var(--sklearn-color-background);\n",
       "  position: relative;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-parallel-item {\n",
       "  display: flex;\n",
       "  flex-direction: column;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-parallel-item:first-child::after {\n",
       "  align-self: flex-end;\n",
       "  width: 50%;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-parallel-item:last-child::after {\n",
       "  align-self: flex-start;\n",
       "  width: 50%;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-parallel-item:only-child::after {\n",
       "  width: 0;\n",
       "}\n",
       "\n",
       "/* Serial-specific style estimator block */\n",
       "\n",
       "#sk-container-id-1 div.sk-serial {\n",
       "  display: flex;\n",
       "  flex-direction: column;\n",
       "  align-items: center;\n",
       "  background-color: var(--sklearn-color-background);\n",
       "  padding-right: 1em;\n",
       "  padding-left: 1em;\n",
       "}\n",
       "\n",
       "\n",
       "/* Toggleable style: style used for estimator/Pipeline/ColumnTransformer box that is\n",
       "clickable and can be expanded/collapsed.\n",
       "- Pipeline and ColumnTransformer use this feature and define the default style\n",
       "- Estimators will overwrite some part of the style using the `sk-estimator` class\n",
       "*/\n",
       "\n",
       "/* Pipeline and ColumnTransformer style (default) */\n",
       "\n",
       "#sk-container-id-1 div.sk-toggleable {\n",
       "  /* Default theme specific background. It is overwritten whether we have a\n",
       "  specific estimator or a Pipeline/ColumnTransformer */\n",
       "  background-color: var(--sklearn-color-background);\n",
       "}\n",
       "\n",
       "/* Toggleable label */\n",
       "#sk-container-id-1 label.sk-toggleable__label {\n",
       "  cursor: pointer;\n",
       "  display: flex;\n",
       "  width: 100%;\n",
       "  margin-bottom: 0;\n",
       "  padding: 0.5em;\n",
       "  box-sizing: border-box;\n",
       "  text-align: center;\n",
       "  align-items: start;\n",
       "  justify-content: space-between;\n",
       "  gap: 0.5em;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 label.sk-toggleable__label .caption {\n",
       "  font-size: 0.6rem;\n",
       "  font-weight: lighter;\n",
       "  color: var(--sklearn-color-text-muted);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 label.sk-toggleable__label-arrow:before {\n",
       "  /* Arrow on the left of the label */\n",
       "  content: \"▸\";\n",
       "  float: left;\n",
       "  margin-right: 0.25em;\n",
       "  color: var(--sklearn-color-icon);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 label.sk-toggleable__label-arrow:hover:before {\n",
       "  color: var(--sklearn-color-text);\n",
       "}\n",
       "\n",
       "/* Toggleable content - dropdown */\n",
       "\n",
       "#sk-container-id-1 div.sk-toggleable__content {\n",
       "  max-height: 0;\n",
       "  max-width: 0;\n",
       "  overflow: hidden;\n",
       "  text-align: left;\n",
       "  /* unfitted */\n",
       "  background-color: var(--sklearn-color-unfitted-level-0);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-toggleable__content.fitted {\n",
       "  /* fitted */\n",
       "  background-color: var(--sklearn-color-fitted-level-0);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-toggleable__content pre {\n",
       "  margin: 0.2em;\n",
       "  border-radius: 0.25em;\n",
       "  color: var(--sklearn-color-text);\n",
       "  /* unfitted */\n",
       "  background-color: var(--sklearn-color-unfitted-level-0);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-toggleable__content.fitted pre {\n",
       "  /* unfitted */\n",
       "  background-color: var(--sklearn-color-fitted-level-0);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 input.sk-toggleable__control:checked~div.sk-toggleable__content {\n",
       "  /* Expand drop-down */\n",
       "  max-height: 200px;\n",
       "  max-width: 100%;\n",
       "  overflow: auto;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {\n",
       "  content: \"▾\";\n",
       "}\n",
       "\n",
       "/* Pipeline/ColumnTransformer-specific style */\n",
       "\n",
       "#sk-container-id-1 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {\n",
       "  color: var(--sklearn-color-text);\n",
       "  background-color: var(--sklearn-color-unfitted-level-2);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-label.fitted input.sk-toggleable__control:checked~label.sk-toggleable__label {\n",
       "  background-color: var(--sklearn-color-fitted-level-2);\n",
       "}\n",
       "\n",
       "/* Estimator-specific style */\n",
       "\n",
       "/* Colorize estimator box */\n",
       "#sk-container-id-1 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {\n",
       "  /* unfitted */\n",
       "  background-color: var(--sklearn-color-unfitted-level-2);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-estimator.fitted input.sk-toggleable__control:checked~label.sk-toggleable__label {\n",
       "  /* fitted */\n",
       "  background-color: var(--sklearn-color-fitted-level-2);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-label label.sk-toggleable__label,\n",
       "#sk-container-id-1 div.sk-label label {\n",
       "  /* The background is the default theme color */\n",
       "  color: var(--sklearn-color-text-on-default-background);\n",
       "}\n",
       "\n",
       "/* On hover, darken the color of the background */\n",
       "#sk-container-id-1 div.sk-label:hover label.sk-toggleable__label {\n",
       "  color: var(--sklearn-color-text);\n",
       "  background-color: var(--sklearn-color-unfitted-level-2);\n",
       "}\n",
       "\n",
       "/* Label box, darken color on hover, fitted */\n",
       "#sk-container-id-1 div.sk-label.fitted:hover label.sk-toggleable__label.fitted {\n",
       "  color: var(--sklearn-color-text);\n",
       "  background-color: var(--sklearn-color-fitted-level-2);\n",
       "}\n",
       "\n",
       "/* Estimator label */\n",
       "\n",
       "#sk-container-id-1 div.sk-label label {\n",
       "  font-family: monospace;\n",
       "  font-weight: bold;\n",
       "  display: inline-block;\n",
       "  line-height: 1.2em;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-label-container {\n",
       "  text-align: center;\n",
       "}\n",
       "\n",
       "/* Estimator-specific */\n",
       "#sk-container-id-1 div.sk-estimator {\n",
       "  font-family: monospace;\n",
       "  border: 1px dotted var(--sklearn-color-border-box);\n",
       "  border-radius: 0.25em;\n",
       "  box-sizing: border-box;\n",
       "  margin-bottom: 0.5em;\n",
       "  /* unfitted */\n",
       "  background-color: var(--sklearn-color-unfitted-level-0);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-estimator.fitted {\n",
       "  /* fitted */\n",
       "  background-color: var(--sklearn-color-fitted-level-0);\n",
       "}\n",
       "\n",
       "/* on hover */\n",
       "#sk-container-id-1 div.sk-estimator:hover {\n",
       "  /* unfitted */\n",
       "  background-color: var(--sklearn-color-unfitted-level-2);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-estimator.fitted:hover {\n",
       "  /* fitted */\n",
       "  background-color: var(--sklearn-color-fitted-level-2);\n",
       "}\n",
       "\n",
       "/* Specification for estimator info (e.g. \"i\" and \"?\") */\n",
       "\n",
       "/* Common style for \"i\" and \"?\" */\n",
       "\n",
       ".sk-estimator-doc-link,\n",
       "a:link.sk-estimator-doc-link,\n",
       "a:visited.sk-estimator-doc-link {\n",
       "  float: right;\n",
       "  font-size: smaller;\n",
       "  line-height: 1em;\n",
       "  font-family: monospace;\n",
       "  background-color: var(--sklearn-color-background);\n",
       "  border-radius: 1em;\n",
       "  height: 1em;\n",
       "  width: 1em;\n",
       "  text-decoration: none !important;\n",
       "  margin-left: 0.5em;\n",
       "  text-align: center;\n",
       "  /* unfitted */\n",
       "  border: var(--sklearn-color-unfitted-level-1) 1pt solid;\n",
       "  color: var(--sklearn-color-unfitted-level-1);\n",
       "}\n",
       "\n",
       ".sk-estimator-doc-link.fitted,\n",
       "a:link.sk-estimator-doc-link.fitted,\n",
       "a:visited.sk-estimator-doc-link.fitted {\n",
       "  /* fitted */\n",
       "  border: var(--sklearn-color-fitted-level-1) 1pt solid;\n",
       "  color: var(--sklearn-color-fitted-level-1);\n",
       "}\n",
       "\n",
       "/* On hover */\n",
       "div.sk-estimator:hover .sk-estimator-doc-link:hover,\n",
       ".sk-estimator-doc-link:hover,\n",
       "div.sk-label-container:hover .sk-estimator-doc-link:hover,\n",
       ".sk-estimator-doc-link:hover {\n",
       "  /* unfitted */\n",
       "  background-color: var(--sklearn-color-unfitted-level-3);\n",
       "  color: var(--sklearn-color-background);\n",
       "  text-decoration: none;\n",
       "}\n",
       "\n",
       "div.sk-estimator.fitted:hover .sk-estimator-doc-link.fitted:hover,\n",
       ".sk-estimator-doc-link.fitted:hover,\n",
       "div.sk-label-container:hover .sk-estimator-doc-link.fitted:hover,\n",
       ".sk-estimator-doc-link.fitted:hover {\n",
       "  /* fitted */\n",
       "  background-color: var(--sklearn-color-fitted-level-3);\n",
       "  color: var(--sklearn-color-background);\n",
       "  text-decoration: none;\n",
       "}\n",
       "\n",
       "/* Span, style for the box shown on hovering the info icon */\n",
       ".sk-estimator-doc-link span {\n",
       "  display: none;\n",
       "  z-index: 9999;\n",
       "  position: relative;\n",
       "  font-weight: normal;\n",
       "  right: .2ex;\n",
       "  padding: .5ex;\n",
       "  margin: .5ex;\n",
       "  width: min-content;\n",
       "  min-width: 20ex;\n",
       "  max-width: 50ex;\n",
       "  color: var(--sklearn-color-text);\n",
       "  box-shadow: 2pt 2pt 4pt #999;\n",
       "  /* unfitted */\n",
       "  background: var(--sklearn-color-unfitted-level-0);\n",
       "  border: .5pt solid var(--sklearn-color-unfitted-level-3);\n",
       "}\n",
       "\n",
       ".sk-estimator-doc-link.fitted span {\n",
       "  /* fitted */\n",
       "  background: var(--sklearn-color-fitted-level-0);\n",
       "  border: var(--sklearn-color-fitted-level-3);\n",
       "}\n",
       "\n",
       ".sk-estimator-doc-link:hover span {\n",
       "  display: block;\n",
       "}\n",
       "\n",
       "/* \"?\"-specific style due to the `<a>` HTML tag */\n",
       "\n",
       "#sk-container-id-1 a.estimator_doc_link {\n",
       "  float: right;\n",
       "  font-size: 1rem;\n",
       "  line-height: 1em;\n",
       "  font-family: monospace;\n",
       "  background-color: var(--sklearn-color-background);\n",
       "  border-radius: 1rem;\n",
       "  height: 1rem;\n",
       "  width: 1rem;\n",
       "  text-decoration: none;\n",
       "  /* unfitted */\n",
       "  color: var(--sklearn-color-unfitted-level-1);\n",
       "  border: var(--sklearn-color-unfitted-level-1) 1pt solid;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 a.estimator_doc_link.fitted {\n",
       "  /* fitted */\n",
       "  border: var(--sklearn-color-fitted-level-1) 1pt solid;\n",
       "  color: var(--sklearn-color-fitted-level-1);\n",
       "}\n",
       "\n",
       "/* On hover */\n",
       "#sk-container-id-1 a.estimator_doc_link:hover {\n",
       "  /* unfitted */\n",
       "  background-color: var(--sklearn-color-unfitted-level-3);\n",
       "  color: var(--sklearn-color-background);\n",
       "  text-decoration: none;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 a.estimator_doc_link.fitted:hover {\n",
       "  /* fitted */\n",
       "  background-color: var(--sklearn-color-fitted-level-3);\n",
       "}\n",
       "</style><div id=\"sk-container-id-1\" class=\"sk-top-container\"><div class=\"sk-text-repr-fallback\"><pre>KNeighborsRegressor(n_neighbors=3)</pre><b>In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. <br />On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.</b></div><div class=\"sk-container\" hidden><div class=\"sk-item\"><div class=\"sk-estimator fitted sk-toggleable\"><input class=\"sk-toggleable__control sk-hidden--visually\" id=\"sk-estimator-id-1\" type=\"checkbox\" checked><label for=\"sk-estimator-id-1\" class=\"sk-toggleable__label fitted sk-toggleable__label-arrow\"><div><div>KNeighborsRegressor</div></div><div><a class=\"sk-estimator-doc-link fitted\" rel=\"noreferrer\" target=\"_blank\" href=\"https://scikit-learn.org/1.6/modules/generated/sklearn.neighbors.KNeighborsRegressor.html\">?<span>Documentation for KNeighborsRegressor</span></a><span class=\"sk-estimator-doc-link fitted\">i<span>Fitted</span></span></div></label><div class=\"sk-toggleable__content fitted\"><pre>KNeighborsRegressor(n_neighbors=3)</pre></div> </div></div></div></div>"
      ],
      "text/plain": [
       "KNeighborsRegressor(n_neighbors=3)"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "images0_feats = np.array(list(map(gradient_descriptors, images0)))\n",
    "images1_feats = np.array(list(map(gradient_descriptors, images1)))\n",
    "test_images_feats = np.array(list(map(gradient_descriptors, test_images)))\n",
    "\n",
    "labels = np.concatenate([np.zeros((len(filename_images_0),), dtype=int), np.ones((len(filename_images_1),), dtype=int)], axis=0)\n",
    "training_set = np.concatenate([images0_feats, images1_feats], axis=0)\n",
    "knn = sklearn.neighbors.KNeighborsRegressor(n_neighbors=3)\n",
    "knn.fit(training_set, labels)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "997ae6cc-1310-4082-9076-fe0aa98c0a95",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0.33333333, 0.        , 0.66666667, 0.33333333, 0.33333333,\n",
       "       0.66666667, 0.        , 0.        , 0.66666667, 0.        ])"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "plt.imshow(test_images[8])\n",
    "knn.predict(test_images_feats)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "36d9e73c-637c-4c43-950d-b87c07599f3d",
   "metadata": {},
   "outputs": [],
   "source": [
    "import sklearn.feature_extraction.image\n",
    "\n",
    "def get_patches(img_file, random_state, tam_patch=(11, 11), n_patches=250):\n",
    "    img = imageio.imread(img_file)[..., :3]\n",
    "    patch = sklearn.feature_extraction.image.extract_patches_2d(img, \n",
    "                               patch_size=tam_patch,\n",
    "                               max_patches=n_patches, \n",
    "                               random_state=random_state)\n",
    "    \n",
    "    return patch.reshape((n_patches, -1))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "39c94572-2ffb-42f1-9be2-8b9a476edacf",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Patches extracted to create dictionary of features\n",
      "Total of images =  50\n",
      "Size of each array of patches =  (250, 675)\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x300 with 10 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import joblib\n",
    "\n",
    "# BOF parameters\n",
    "tam_patch = (15, 15)\n",
    "n_patches = 250\n",
    "path_imgs = './Dataset/0/'\n",
    "random_state = 1\n",
    "\n",
    "# get list of files\n",
    "l_imgs = listdir(path_imgs)\n",
    "# total of images\n",
    "n_imgs = len(l_imgs)\n",
    "\n",
    "# Extract patches in parallel\n",
    "# returns a list of the same size of the number of images\n",
    "patch_arr = joblib.Parallel(n_jobs=-1)(joblib.delayed(get_patches)(path_imgs+arq_img,\n",
    "                                                      random_state,\n",
    "                                                      tam_patch,\n",
    "                                                      n_patches)\n",
    "                                for arq_img in l_imgs)\n",
    "\n",
    "print('Patches extracted to create dictionary of features')\n",
    "print('Total of images = ', len(patch_arr))\n",
    "print('Size of each array of patches = ', patch_arr[0].shape)\n",
    "\n",
    "# shows some image patches\n",
    "img_ind = 32\n",
    "plt.figure(figsize=(8,3))\n",
    "for i in np.arange(1,11):\n",
    "    plt.subplot(2,5,i)\n",
    "    plt.imshow(patch_arr[img_ind][i].reshape((tam_patch[0],tam_patch[1],3)))\n",
    "    plt.axis('off')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "80a5fb06-65ca-485f-b6b1-33d59fe52edf",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/var/folders/t5/925j6xzs3573mclrt4vbd1hw0000gp/T/ipykernel_33381/3927622633.py:15: RuntimeWarning: divide by zero encountered in divide\n",
      "  angle = np.arctan((gy+0.0000001)/gx)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Instances =  12500  size =  12\n",
      "Created LBP feature spaces\n",
      "\tpatches =  12500  size =  12\n"
     ]
    }
   ],
   "source": [
    "patch_arr = np.array(patch_arr, copy=True)\n",
    "patch_arr = patch_arr.reshape((-1,\n",
    "                               tam_patch[0], tam_patch[0], 3))\n",
    "\n",
    "# obtaining features lbp for each patch\n",
    "patch_feats = []\n",
    "for pat in patch_arr:\n",
    "    f = gradient_descriptors(pat)\n",
    "    patch_feats.append(f)\n",
    "\n",
    "patch_feats = np.array(patch_feats)\n",
    "print('Instances = ', len(patch_lbp), ' size = ', patch_lbp[0].shape[0])\n",
    "print('Created LBP feature spaces')\n",
    "print('\\tpatches = ', len(patch_lbp), ' size = ', patch_lbp[0].shape[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "bff7025a-9140-44ff-b17a-5dfd16ca5875",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.collections.PathCollection at 0x1778dd190>"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "n_dic = 50  # size of the dictionary\n",
    "random_state = 1\n",
    "\n",
    "# Define a KMeans clustering model\n",
    "kmeans_model = sklearn.cluster.KMeans(n_clusters=n_dic,\n",
    "                      verbose=False,\n",
    "                      init='random',\n",
    "                      random_state=random_state,\n",
    "                      n_init=3)\n",
    "\n",
    "# fit the model\n",
    "kmeans_model.fit(patch_feats)\n",
    "pca = sklearn.decomposition.PCA(2)\n",
    "pca_feat = pca.fit_transform(patch_feats)\n",
    "plt.scatter(pca_feat[:, 0], pca_feat[:, 1], c=kmeans_model.labels_)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "3da3bca8-2562-44d2-82a0-89040e59a3ba",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0.        , 0.        , 0.        , 0.17483307, 0.02544001,\n",
       "       0.21372735, 0.26610504, 0.02624849, 0.21700413, 0.        ,\n",
       "       0.        , 0.        ])"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
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