{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "ee446f4a",
   "metadata": {},
   "source": [
    "[![image](https://raw.githubusercontent.com/visual-layer/visuallayer/main/imgs/vl_horizontal_logo.png)](https://www.visual-layer.com)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2d3a2ba6-3ba0-4770-b025-c88adf5b292e",
   "metadata": {},
   "source": [
    "# fastdup for Satellite Imagery\n",
    "[![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/visual-layer/fastdup/blob/main/examples/satellite-image-analysis.ipynb)\n",
    "[![Open in Kaggle](https://kaggle.com/static/images/open-in-kaggle.svg)](https://kaggle.com/kernels/welcome?src=https://github.com/visual-layer/fastdup/blob/main/examples/satellite-image-analysis.ipynb)\n",
    "\n",
    "In this notebook we load satellite data from Mafat Competition https://mafatchallenge.mod.gov.il/, which consists of 16 bit grayscale images with rotated bounding boxes.\n",
    "\n",
    "The dataset is also available on Kaggle [here](https://www.kaggle.com/datasets/dragonzhang/mafat-train-dataset).\n",
    "\n",
    "We show how to work with this dataset using fastdup. It takes 140 seconds to process 18,000 bounding boxes and find all similarities.\n",
    "\n",
    "We use components gallery to highly suspected wrong bounding boxes as well as correct bounding boxes.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "b2cc8c20-4069-4183-a247-0dc28788b158",
   "metadata": {},
   "outputs": [],
   "source": [
    "!pip install fastdup -Uq"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "51b8ea18",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/usr/bin/dpkg\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "'1.26'"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import fastdup\n",
    "fastdup.__version__"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "eb290525",
   "metadata": {},
   "source": [
    "Download mafat traing data, extract the zip file and put the notebook one level below images/ folder"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "73ec897b",
   "metadata": {},
   "outputs": [],
   "source": [
    "!kaggle datasets download -d dragonzhang/mafat-train-dataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "15dc9cf9",
   "metadata": {},
   "outputs": [],
   "source": [
    "!unzip mafat-train-dataset.zip"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "538d2699-4678-4f0b-a570-412d4a97c7ae",
   "metadata": {},
   "source": [
    "## Prepare annotation for fastdup format\n",
    "\n",
    "\n",
    "Here we read the data as given in the competition, one annotation file per each image. We combine all files into a single flat table"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "8e6087e1-9a59-4958-9110-a199c35c10f6",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "files=!ls labelTxt\n",
    "files = [os.path.join('labelTxt', f) for f in files]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "d64f0fa9-2ae4-4636-8866-a5303a490669",
   "metadata": {},
   "outputs": [],
   "source": [
    "def read_annotations(f):\n",
    "    with open(f, 'r') as fd:\n",
    "        lines = fd.readlines()\n",
    "\n",
    "    bounding_boxes = []\n",
    "\n",
    "    for line in lines:\n",
    "        tokens = line.split()\n",
    "        x1, y1, x2, y2, x3, y3, x4, y4 = map(float, tokens[:8])\n",
    "        label = tokens[8]\n",
    "        bounding_box = {'annot':f , 'x1': x1, 'y1': y1, 'x2': x2, 'y2': y2, 'x3': x3, 'y3': y3, 'x4': x4, 'y4': y4, 'label': label}\n",
    "        bounding_boxes.append(bounding_box)\n",
    "    return bounding_boxes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "696a9865-8a7d-45e4-9f8b-eea4b424c91f",
   "metadata": {},
   "outputs": [],
   "source": [
    "annot = []\n",
    "for f in files:\n",
    "    annot.extend(read_annotations(f))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "d6d95cd5-990c-4ce0-9a0d-c127a8a456b6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>annot</th>\n",
       "      <th>x1</th>\n",
       "      <th>y1</th>\n",
       "      <th>x2</th>\n",
       "      <th>y2</th>\n",
       "      <th>x3</th>\n",
       "      <th>y3</th>\n",
       "      <th>x4</th>\n",
       "      <th>y4</th>\n",
       "      <th>label</th>\n",
       "      <th>filename</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>labelTxt/126_0_0.txt</td>\n",
       "      <td>1221.94</td>\n",
       "      <td>423.54</td>\n",
       "      <td>1229.28</td>\n",
       "      <td>404.73</td>\n",
       "      <td>1236.34</td>\n",
       "      <td>407.49</td>\n",
       "      <td>1229.00</td>\n",
       "      <td>426.30</td>\n",
       "      <td>large_vehicle</td>\n",
       "      <td>images/126_0_0.tiff</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>labelTxt/126_0_0.txt</td>\n",
       "      <td>445.80</td>\n",
       "      <td>729.00</td>\n",
       "      <td>457.34</td>\n",
       "      <td>729.60</td>\n",
       "      <td>457.01</td>\n",
       "      <td>735.82</td>\n",
       "      <td>445.47</td>\n",
       "      <td>735.22</td>\n",
       "      <td>medium_vehicle</td>\n",
       "      <td>images/126_0_0.tiff</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>labelTxt/126_0_0.txt</td>\n",
       "      <td>1059.83</td>\n",
       "      <td>237.72</td>\n",
       "      <td>1079.99</td>\n",
       "      <td>225.27</td>\n",
       "      <td>1084.31</td>\n",
       "      <td>232.27</td>\n",
       "      <td>1064.15</td>\n",
       "      <td>244.72</td>\n",
       "      <td>heavy_equipment</td>\n",
       "      <td>images/126_0_0.tiff</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>labelTxt/126_0_0.txt</td>\n",
       "      <td>964.83</td>\n",
       "      <td>831.37</td>\n",
       "      <td>981.88</td>\n",
       "      <td>832.92</td>\n",
       "      <td>981.26</td>\n",
       "      <td>839.71</td>\n",
       "      <td>964.21</td>\n",
       "      <td>838.16</td>\n",
       "      <td>medium_vehicle</td>\n",
       "      <td>images/126_0_0.tiff</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>labelTxt/126_0_0.txt</td>\n",
       "      <td>985.48</td>\n",
       "      <td>867.08</td>\n",
       "      <td>1001.37</td>\n",
       "      <td>868.52</td>\n",
       "      <td>1000.75</td>\n",
       "      <td>875.29</td>\n",
       "      <td>984.86</td>\n",
       "      <td>873.85</td>\n",
       "      <td>medium_vehicle</td>\n",
       "      <td>images/126_0_0.tiff</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                  annot       x1      y1       x2      y2       x3      y3       x4      y4            label             filename\n",
       "0  labelTxt/126_0_0.txt  1221.94  423.54  1229.28  404.73  1236.34  407.49  1229.00  426.30    large_vehicle  images/126_0_0.tiff\n",
       "1  labelTxt/126_0_0.txt   445.80  729.00   457.34  729.60   457.01  735.82   445.47  735.22   medium_vehicle  images/126_0_0.tiff\n",
       "2  labelTxt/126_0_0.txt  1059.83  237.72  1079.99  225.27  1084.31  232.27  1064.15  244.72  heavy_equipment  images/126_0_0.tiff\n",
       "3  labelTxt/126_0_0.txt   964.83  831.37   981.88  832.92   981.26  839.71   964.21  838.16   medium_vehicle  images/126_0_0.tiff\n",
       "4  labelTxt/126_0_0.txt   985.48  867.08  1001.37  868.52  1000.75  875.29   984.86  873.85   medium_vehicle  images/126_0_0.tiff"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "df = pd.DataFrame(annot)\n",
    "df['filename'] = df['annot'].apply(lambda x: x.replace('labelTxt', 'images').replace('.txt', '.tiff'))\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "1b4ccdaa-6162-4684-9808-303966e080bd",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "total annotations 117\n"
     ]
    }
   ],
   "source": [
    "print('total annotations', len(df))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "c46545d0-3e52-4257-91cf-68e1a2b8d10c",
   "metadata": {},
   "outputs": [],
   "source": [
    "df.index.name = 'index'\n",
    "df[['filename', 'x1', 'y1', 'x2', 'y2', 'x3', 'y3', 'x4', 'y4', 'label']].to_csv('mafat.csv',index_label='index')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "92a5df03-d456-40a2-a01f-42a47f6835b5",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "index,filename,x1,y1,x2,y2,x3,y3,x4,y4,label\r\n",
      "0,images/126_0_0.tiff,1221.94,423.54,1229.28,404.73,1236.34,407.49,1229.0,426.3,large_vehicle\r\n",
      "1,images/126_0_0.tiff,445.8,729.0,457.34,729.6,457.01,735.82,445.47,735.22,medium_vehicle\r\n",
      "2,images/126_0_0.tiff,1059.83,237.72,1079.99,225.27,1084.31,232.27,1064.15,244.72,heavy_equipment\r\n",
      "3,images/126_0_0.tiff,964.83,831.37,981.88,832.92,981.26,839.71,964.21,838.16,medium_vehicle\r\n",
      "4,images/126_0_0.tiff,985.48,867.08,1001.37,868.52,1000.75,875.29,984.86,873.85,medium_vehicle\r\n",
      "5,images/126_0_0.tiff,1012.44,839.59,1031.34,841.31,1030.73,848.08,1011.83,846.36,large_vehicle\r\n",
      "6,images/126_0_0.tiff,7.4,262.78,25.79,261.82,26.21,269.89,7.82,270.85,large_vehicle\r\n",
      "7,images/126_0_0.tiff,1121.18,877.51,1137.87,879.03,1137.25,885.8,1120.56,884.28,medium_vehicle\r\n",
      "8,images/126_0_0.tiff,571.05,753.26,585.66,754.02,585.31,760.57,570.7,759.81,medium_vehicle\r\n"
     ]
    }
   ],
   "source": [
    "# This is the required input by fastdup\n",
    "!head mafat.csv"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "620799ea-3318-4a74-8dd0-d74ec3f42849",
   "metadata": {},
   "source": [
    "## Run fastdup to crop and build a model for the crops"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "d8dcc080-7ef8-4789-8e14-7b56794c4d22",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import cv2\n",
    "\n",
    "!rm -fr output"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "d5abac7d-3b78-4090-9c6a-50abea31b0db",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import fastdup\n",
    "df = pd.read_csv('mafat.csv')\n",
    "fd = fastdup.create(input_dir='.', work_dir='output')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "94156d52-1c7d-400f-a0c2-63df5648a0e9",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "FastDup Software, (C) copyright 2022 Dr. Amir Alush and Dr. Danny Bickson.\n",
      "2023-07-13 18:58:04 [INFO] Going to loop over dir /tmp/tmplebc1a_5.csv\n",
      "2023-07-13 18:58:04 [INFO] Found total 117 images to run on, 117 train, 0 test, name list 117, counter 117 \n",
      "FastDup Software, (C) copyright 2022 Dr. Amir Alush and Dr. Danny Bickson.utes\n",
      "2023-07-13 18:58:05 [INFO] Going to loop over dir /tmp/crops_input.csv\n",
      "2023-07-13 18:58:05 [INFO] Found total 117 images to run on, 117 train, 0 test, name list 117, counter 117 \n",
      "2023-07-13 18:58:06 [INFO] Found total 117 images to run onstimated: 0 Minutes\n",
      "Finished histogram 0.048\n",
      "Finished bucket sort 0.056\n",
      "2023-07-13 18:58:06 [INFO] 10) Finished write_index() NN model\n",
      "2023-07-13 18:58:06 [INFO] Stored nn model index file output/nnf.index\n",
      "2023-07-13 18:58:06 [INFO] Total time took 1021 ms\n",
      "2023-07-13 18:58:06 [INFO] Found a total of 0 fully identical images (d>0.990), which are 0.00 %\n",
      "2023-07-13 18:58:06 [INFO] Found a total of 2 nearly identical images(d>0.980), which are 0.85 %\n",
      "2023-07-13 18:58:06 [INFO] Found a total of 193 above threshold images (d>0.900), which are 82.48 %\n",
      "2023-07-13 18:58:06 [INFO] Found a total of 11 outlier images         (d<0.050), which are 4.70 %\n",
      "2023-07-13 18:58:06 [INFO] Min distance found 0.455 max distance 0.982\n",
      "2023-07-13 18:58:06 [INFO] Running connected components for ccthreshold 0.950000 \n",
      ".0\n",
      " ########################################################################################\n",
      "\n",
      "Dataset Analysis Summary: \n",
      "\n",
      "    Dataset contains 117 images\n",
      "    Valid images are 100.00% (117) of the data, invalid are 0.00% (0) of the data\n",
      "    Similarity:  18.80% (22) belong to 4 similarity clusters (components).\n",
      "    81.20% (95) images do not belong to any similarity cluster.\n",
      "    Largest cluster has 82 (70.09%) images.\n",
      "    For a detailed analysis, use `.connected_components()`\n",
      "(similarity threshold used is 0.9, connected component threshold used is 0.95).\n",
      "\n",
      "    Outliers: 5.98% (7) of images are possible outliers, and fall in the bottom 5.00% of similarity values.\n",
      "    For a detailed list of outliers, use `.outliers()`.\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "0"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fd.run(annotations=df, overwrite=True, bounding_box='rotated', augmentation_additive_margin=15,\n",
    "       verbose=False, ccthreshold=0.95)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a834aaaa-a76c-49bc-b293-c3c3e114d7aa",
   "metadata": {},
   "source": [
    "## Find suspected wrong bounding boxes\n",
    "\n",
    "From - crop image name\n",
    "To - similar images\n",
    "where the labels are not matching"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "4e445a56-ffa9-448d-9e74-715413fc4f3c",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "medium_vehicle\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 6/6 [00:00<00:00, 357.88it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Finished OK. Components are stored as image files output/galleries/components_[index].jpg\n",
      "Stored components visual view in  output/galleries/components.html\n",
      "Execution time in seconds 0.1\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    },
    {
     "data": {
      "text/html": [
       " \n",
       "    <!DOCTYPE html>\n",
       "    <html lang=\"en\">\n",
       "    <head>\n",
       "    <style>\n",
       "    :root {\n",
       "  font-size: 62.5%;\n",
       "}\n",
       "\n",
       "html {\n",
       "  -webkit-font-smoothing: antialiased;\n",
       "  -moz-osx-font-smoothing: grayscale;\n",
       "  -ms-text-size-adjust: 100%;\n",
       "  -webkit-text-size-adjust: 100%;\n",
       "  scroll-behavior: smooth;\n",
       "}\n",
       "html.is-locked {\n",
       "  overflow: hidden;\n",
       "}\n",
       "html.is-locked body {\n",
       "  position: absolute;\n",
       "  width: 100%;\n",
       "  top: 0;\n",
       "  left: 0;\n",
       "}\n",
       "html.is-locked .header .lang__link {\n",
       "  background: #fff;\n",
       "}\n",
       "\n",
       "*,\n",
       "*::before,\n",
       "*::after {\n",
       "  box-sizing: border-box;\n",
       "}\n",
       "\n",
       "b,\n",
       "strong {\n",
       "  font-weight: bold;\n",
       "}\n",
       "\n",
       "body {\n",
       "    font-family: 'Poppins', Arial, sans-serif;\n",
       "    font-weight: 400;\n",
       "    color: black;\n",
       "    font-size: 1.6rem;\n",
       "    height: 100%;\n",
       "    background: #fff;\n",
       "    margin: 0;\n",
       "}\n",
       "\n",
       "button,\n",
       "textarea,\n",
       "input,\n",
       "select {\n",
       "  font-family: 'Roboto', Arial, sans-serif;\n",
       "  -webkit-appearance: none;\n",
       "  -moz-appearance: none;\n",
       "  appearance: none;\n",
       "  border: none;\n",
       "  background: transparent;\n",
       "  cursor: pointer;\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  outline-style: none;\n",
       "  outline-color: transparent;\n",
       "  box-shadow: none;\n",
       "  border-radius: 0;\n",
       "  color: #f5f5f5;\n",
       "}\n",
       "\n",
       "input {\n",
       "  cursor: text;\n",
       "  padding: 0 15px;\n",
       "}\n",
       "\n",
       "textarea {\n",
       "  cursor: text;\n",
       "  resize: none;\n",
       "}\n",
       "\n",
       "img {\n",
       "  display: block;\n",
       "  min-width: 25%;\n",
       "  height: auto;\n",
       "    max-width: 100%;\n",
       "\n",
       "}\n",
       "\n",
       "table {\n",
       "    width: 100%;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "ul,\n",
       "ol {\n",
       "    list-style: none;\n",
       "    padding: 0;\n",
       "    margin: 0;\n",
       "}\n",
       "\n",
       "p {\n",
       "    margin: 0;\n",
       "}\n",
       "\n",
       "::-webkit-input-placeholder {\n",
       "    font-size: 1.6rem;\n",
       "color: #f5f5f5;\n",
       "}\n",
       "\n",
       "::-moz-placeholder {\n",
       "    font-size: 1.6rem;\n",
       "color: #f5f5f5;\n",
       "opacity: 1;\n",
       "}\n",
       "\n",
       ":-moz-placeholder {\n",
       "    font-size: 1.6rem;\n",
       "color: #f5f5f5;\n",
       "opacity: 1;\n",
       "}\n",
       "\n",
       ":-ms-input-placeholder {\n",
       "    font-size: 1.6rem;\n",
       "color: #f5f5f5;\n",
       "}\n",
       "\n",
       ":focus::-webkit-input-placeholder {\n",
       "    color: transparent;\n",
       "}\n",
       "\n",
       ":focus::-moz-placeholder {\n",
       "    color: transparent;\n",
       "}\n",
       "\n",
       ":focus:-moz-placeholder {\n",
       "    color: transparent;\n",
       "}\n",
       "\n",
       ":focus::-ms-input-placeholder {\n",
       "    color: transparent;\n",
       "}\n",
       "\n",
       "/* cyrillic-ext */\n",
       "@font-face {\n",
       "  font-family: 'Roboto';\n",
       "  font-style: normal;\n",
       "  font-weight: 400;\n",
       "  font-display: swap;\n",
       "  src: url(https://fonts.gstatic.com/s/roboto/v30/KFOmCnqEu92Fr1Mu72xKKTU1Kvnz.woff2) format('woff2');\n",
       "  unicode-range: U+0460-052F, U+1C80-1C88, U+20B4, U+2DE0-2DFF, U+A640-A69F, U+FE2E-FE2F;\n",
       "}\n",
       "/* cyrillic */\n",
       "@font-face {\n",
       "  font-family: 'Roboto';\n",
       "  font-style: normal;\n",
       "  font-weight: 400;\n",
       "  font-display: swap;\n",
       "  src: url(https://fonts.gstatic.com/s/roboto/v30/KFOmCnqEu92Fr1Mu5mxKKTU1Kvnz.woff2) format('woff2');\n",
       "  unicode-range: U+0301, U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116;\n",
       "}\n",
       "/* greek-ext */\n",
       "@font-face {\n",
       "  font-family: 'Roboto';\n",
       "  font-style: normal;\n",
       "  font-weight: 400;\n",
       "  font-display: swap;\n",
       "  src: url(https://fonts.gstatic.com/s/roboto/v30/KFOmCnqEu92Fr1Mu7mxKKTU1Kvnz.woff2) format('woff2');\n",
       "  unicode-range: U+1F00-1FFF;\n",
       "}\n",
       "/* greek */\n",
       "@font-face {\n",
       "  font-family: 'Roboto';\n",
       "  font-style: normal;\n",
       "  font-weight: 400;\n",
       "  font-display: swap;\n",
       "  src: url(https://fonts.gstatic.com/s/roboto/v30/KFOmCnqEu92Fr1Mu4WxKKTU1Kvnz.woff2) format('woff2');\n",
       "  unicode-range: U+0370-03FF;\n",
       "}\n",
       "/* vietnamese */\n",
       "@font-face {\n",
       "  font-family: 'Roboto';\n",
       "  font-style: normal;\n",
       "  font-weight: 400;\n",
       "  font-display: swap;\n",
       "  src: url(https://fonts.gstatic.com/s/roboto/v30/KFOmCnqEu92Fr1Mu7WxKKTU1Kvnz.woff2) format('woff2');\n",
       "  unicode-range: U+0102-0103, U+0110-0111, U+0128-0129, U+0168-0169, U+01A0-01A1, U+01AF-01B0, U+1EA0-1EF9, U+20AB;\n",
       "}\n",
       "/* latin-ext */\n",
       "@font-face {\n",
       "  font-family: 'Roboto';\n",
       "  font-style: normal;\n",
       "  font-weight: 400;\n",
       "  font-display: swap;\n",
       "  src: url(https://fonts.gstatic.com/s/roboto/v30/KFOmCnqEu92Fr1Mu7GxKKTU1Kvnz.woff2) format('woff2');\n",
       "  unicode-range: U+0100-024F, U+0259, U+1E00-1EFF, U+2020, U+20A0-20AB, U+20AD-20CF, U+2113, U+2C60-2C7F, U+A720-A7FF;\n",
       "}\n",
       "/* latin */\n",
       "@font-face {\n",
       "  font-family: 'Roboto';\n",
       "  font-style: normal;\n",
       "  font-weight: 400;\n",
       "  font-display: swap;\n",
       "  src: url(https://fonts.gstatic.com/s/roboto/v30/KFOmCnqEu92Fr1Mu4mxKKTU1Kg.woff2) format('woff2');\n",
       "  unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02BB-02BC, U+02C6, U+02DA, U+02DC, U+2000-206F, U+2074, U+20AC, U+2122, U+2191, U+2193, U+2212, U+2215, U+FEFF, U+FFFD;\n",
       "}\n",
       ".container {\n",
       "    margin: 0 auto;\n",
       "max-width: 1240px;\n",
       "}\n",
       "\n",
       "@media screen and (max-width: 1320px) {\n",
       "    .container {\n",
       "    max-width: 950px;\n",
       "}\n",
       "}\n",
       "@media screen and (max-width: 991px) {\n",
       "    .container {\n",
       "    max-width: 720px;\n",
       "}\n",
       "}\n",
       "@media screen and (max-width: 768px) {\n",
       "    .container {\n",
       "    max-width: 528px;\n",
       "}\n",
       "}\n",
       "@media screen and (max-width: 576px) {\n",
       "    .container {\n",
       "    max-width: calc(100% - 40px);\n",
       "width: 100%;\n",
       "}\n",
       "}\n",
       ".link {\n",
       "    color: #3882cb;\n",
       "        position: relative;\n",
       "text-decoration: none;\n",
       "}\n",
       ".link::before {\n",
       "    content: '';\n",
       "position: absolute;\n",
       "left: 0;\n",
       "top: 50%;\n",
       "width: 100%;\n",
       "height: 1px;\n",
       "transform: translateY(-50%);\n",
       "background-color: #3882cb;\n",
       "top: auto;\n",
       "transform: none;\n",
       "left: 0;\n",
       "bottom: 0;\n",
       "}\n",
       ".link:hover {\n",
       "    opacity: 0.7;\n",
       "}\n",
       ".link:active {\n",
       "    opacity: 0.5;\n",
       "}\n",
       "\n",
       ".table {\n",
       "    position: relative;\n",
       "    border-collapse: collapse;\n",
       "    border-spacing: 0;\n",
       "    table-layout: fixed;\n",
       "}\n",
       ".table-row {\n",
       "    display: flex;\n",
       "    flex-direction: row;\n",
       "    justify-content: flex-start;\n",
       "    align-items: stretch;\n",
       "    flex-wrap: nowrap;\n",
       "    \n",
       "}\n",
       ".table-row:nth-child(2) td {\n",
       "    border-top: none;\n",
       "}\n",
       ".table-row:nth-child(2n + 1) {\n",
       "    /* background: #2e282a33; */\n",
       "}\n",
       ".table-row:last-child td:first-child {\n",
       "    border-bottom-left-radius: 10px;\n",
       "    width: 10%;\n",
       "    flex-grow: 1;\n",
       "    flex-shrink: 0;\n",
       "    font-weight: 600;\n",
       "    font-size: 1.4rem;\n",
       "    line-height: 0.9285714286;\n",
       "    color: #2E3E8E;\n",
       "border: none;\n",
       "\n",
       "    padding: 15px 14px;\n",
       "    border-spacing: 0;\n",
       "    word-wrap: break-word;\n",
       "    height: auto;\n",
       "    border-color: #657BEC;\n",
       "    text-align: center !important;\n",
       "    border-radius-top: 10px;\n",
       "}\n",
       ".table-row:last-child td:last-child {\n",
       "    border-bottom-right-radius: 10px;\n",
       "}\n",
       ".table th {\n",
       "    width: 100%;\n",
       "    border-top-left-radius: 10px;\n",
       "    border-top-right-radius: 10px;\n",
       "    /* background: #1b1617; */\n",
       "color: #2E3E8E;background: #FFFCF3;\n",
       "    text-align: center !important;\n",
       "    font-weight: 600;\n",
       "    font-size: 2rem;\n",
       "    line-height: 0.9285714286;\n",
       "    text-align: center;\n",
       "    padding: 8px 8px;\n",
       "border: none;\n",
       "\n",
       "}\n",
       ".table td {\n",
       "    width: 10%;\n",
       "    flex-grow: 1;\n",
       "    flex-shrink: 0;\n",
       "    font-weight: 600;\n",
       "    font-size: 1.4rem;\n",
       "    line-height: 0.9285714286;\n",
       "    text-align: center !important;\n",
       "    color: #2E3E8E;\n",
       "border: none;\n",
       "    padding: 15px 14px;\n",
       "    border-spacing: 0;\n",
       "    word-wrap: break-word;\n",
       "    height: auto;\n",
       "    border-color: #657BEC;\n",
       "}\n",
       ".table td:last-child {\n",
       "    width: 10%;\n",
       "    flex-grow: 1;\n",
       "    flex-shrink: 0;\n",
       "    font-weight: 600;\n",
       "    font-size: 1.4rem;\n",
       "    line-height: 0.9285714286;\n",
       "    color: #2E3E8E;\n",
       "border: none;\n",
       "    padding: 15px 14px;\n",
       "    border-spacing: 0;\n",
       "    word-wrap: break-word;\n",
       "    height: auto;\n",
       "    border-color: #657BEC;\n",
       "    text-align: center !important;\n",
       "    border-radius-top: 10px;\n",
       "}\n",
       "\n",
       ".hero {\n",
       "    position: relative;\n",
       "}\n",
       ".hero-corner {\n",
       "    position: absolute;\n",
       "    top: 0;\n",
       "    left: 0;\n",
       "    width: 200px;\n",
       "    display: flex;\n",
       "    margin: 30px 0px 0px 20px;\n",
       "}\n",
       ".hero-content {\n",
       "    padding: 73px 0 20px;\n",
       "}\n",
       ".hero-logo {\n",
       "    position: relative;\n",
       "    display: flex;\n",
       "    flex-direction: column;\n",
       "    justify-content: flex-start;\n",
       "    align-items: center;\n",
       "    flex-wrap: nowrap;\n",
       "}\n",
       ".hero-logo__img {\n",
       "    margin-bottom: 13px;\n",
       "    position: absolute;\n",
       "    width: 150px;\n",
       "    top: 0;\n",
       "    left: 0;\n",
       "}\n",
       ".hero-logo__link {\n",
       "    font-size: 2.1rem;\n",
       "line-height: 1;\n",
       "position: absolute;\n",
       "margin: 0;\n",
       "bottom: 0;\n",
       "wifth: 150px\n",
       "right: 59px;\n",
       "}\n",
       "\n",
       ".hero-logo__subtitle {\n",
       "margin: 2px 0 24px 0;\n",
       "font-size: 4rem;\n",
       "line-height: 1.1333333333;\n",
       "font-weight: 600;\n",
       "color: #2E3E8E;\n",
       "}\n",
       "\n",
       ".hero-logo__subtitle2 {\n",
       "margin: 2px 0 24px 0;\n",
       "font-size: 2rem;\n",
       "line-height: 1.1333333333;\n",
       "font-weight: 600;\n",
       "color: #2E3E8E;\n",
       "}\n",
       "\n",
       ".main {\n",
       "    background: #FFFCF3;\n",
       "}\n",
       "\n",
       ".graph-content {\n",
       "    padding: 160px 27px 108px;\n",
       "    border-radius: 10px;\n",
       "    border: 1px solid #e4e4e433;\n",
       "}\n",
       ".graph-table {\n",
       "    width: 100%;\n",
       "}\n",
       "\n",
       ".components {\n",
       "    padding-top: 15px;\n",
       "}\n",
       "\n",
       ".component {\n",
       "    margin-bottom: 15px;\n",
       "    display: grid;\n",
       "    grid-template-columns: 50% 50%;\n",
       "    grid-gap: 8px;\n",
       "    /* row-gap: 8px; */\n",
       "    /* column-gap: 8px; */\n",
       "}\n",
       ".component:last-child {\n",
       "    margin-bottom: 0;\n",
       "}\n",
       ".component__table {\n",
       "    padding-left: 15px;\n",
       "position: relative;\n",
       "}\n",
       ".component__table::before {\n",
       "    content: attr(data-number);\n",
       "position: absolute;\n",
       "top: 50%;\n",
       "left: 0;\n",
       "transform: translateY(calc(-50% + 21px));\n",
       "font-size: 1.4rem;\n",
       "line-height: 0.9285714286;\n",
       "color: #999999;\n",
       "font-weight: 600;\n",
       "}\n",
       ".component__image {\n",
       "    border: 1px solid #e4e4e433;\n",
       "    border-radius: 10px;\n",
       "padding: 15px;\n",
       "padding-top: 15px;\n",
       "border-color: #657BEC;\n",
       "position: relative;\n",
       "border-width: 0.5px;\n",
       "max-width: 100%;\n",
       "}\n",
       ".component__image::before {\n",
       "    content: '';\n",
       "position: absolute;\n",
       "top: 27px;\n",
       "left: 27px;\n",
       "color: #fff;\n",
       "font-size: 1.4rem;\n",
       "line-height: 0.9285714286;\n",
       "font-weight: 600;\n",
       "}\n",
       ".component__image img {\n",
       "    object-fit: contain;\n",
       "width: 100%;\n",
       "}\n",
       "\n",
       "    /*# sourceMappingURL=style.css.map */\n",
       "    \n",
       "    </style>\n",
       "    <meta charset=\"utf-8\" />\n",
       "    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\" />\n",
       "    <meta name=\"author\" content=\"Dr. Danny Bickson and Dr. Amir Alush\" />\n",
       "    <meta name=\"application-name\" content=\"fastdup\" />\n",
       "    <meta name=\"desciption\" content=\"fastdup HTML report\" />\n",
       "    <meta name=\"keywords\" content=\"\" />\n",
       "    <!-- Social Media Meta tags -->\n",
       "    <meta property=\"og:title\" content=\"\" />\n",
       "    <meta property=\"og:type\" content=\"\" />\n",
       "    <meta property=\"og:url\" content=\"\" />\n",
       "    <meta property=\"og:image\" content=\"\" />\n",
       "    <title>Components Report</title>\n",
       "    \n",
       "    \n",
       "</head>\n",
       "\n",
       "<body>\n",
       "    <main class=\"main\">\n",
       "        <section class=\"hero\">\n",
       "            <div class=\"hero-corner\">\n",
       "                <a href=\"https://www.visual-layer.com/\" class=\"hero-logo__logo\">\n",
       "                    <img class=\"hero-logo__logo\" width=\"332\" height=\"85\" src=\"data:image/png;base64,/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAIBAQEBAQIBAQECAgICAgQDAgICAgUEBAMEBgUGBgYFBgYGBwkIBgcJBwYGCAsICQoKCgoKBggLDAsKDAkKCgr/2wBDAQICAgICAgUDAwUKBwYHCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgr/wAARCAC1AngDASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD98KKKK8M6DP8AFnizwt4C8Lan458c+JdP0XRNF0+a/wBY1jVrxLa1sLWFDJLPNLIQkUSIrOzsQqqpJIAr8Zv27/8Ag81/Zh+Fmo3vgb9gX4I6h8VLsafcJD458TzTaLo0F01vE1rLFaPF9svoklklSaKQWLZt8RyOsolX4y/4Oj/+C1PxS/ad/aN8Wf8ABOL4K+Jv7L+Efw58Qf2d4r/s5p4pvFuu2jL9oW78yONhbWd2skMduoaKSa2N0Xmza/Z/yFruo4aLjzTM5T10P0b+KP8Awdb/APBbDx/46vvF3hP9ozw/4H0+78r7P4X8L/DzSZrCy2xIjeU+pW93dHeymRvMnfDSMF2ptRfmL/h69/wVJ/6SUfH7/wAPHrf/AMlV4DXf/A39lD9qX9p7+1P+Gav2a/H/AMQ/7D8j+2v+EG8G32rf2f53meT5/wBlik8rzPKl27sbvLfGdpx1qFOK2RF2z+0P/gmb4s8U+Pf+Cb/7Pvjnxz4l1DWtb1r4I+FL/WNY1a8e5ur+6m0e1klnmlkJeWV3ZnZ2JZmYkkk17dXiP/BM3wn4p8Bf8E3/ANn3wN458Nahout6L8EfClhrGj6tZvbXVhdQ6PaxywTRSAPFKjqyMjAMrKQQCK9urx5fEzdbBRRRSAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAorA+KPxX+FvwP8AAt98UfjV8SvD/hDwzpflf2n4i8UazBp9haeZKkMfm3E7LHHulkjjXcwyzqoySBXkH/D17/glt/0ko+AP/h49E/8AkqmoyeyA9+orxHwn/wAFMv8Agm/498U6Z4G8Df8ABQP4I61retahDYaPo+k/FfR7m6v7qZxHFBDFHcl5ZXdlRUUFmZgACTXt1DTW4BRRRSAKKKKACiiigAooooAKKKKACiiigDH+IfjbSvhp4A1z4ja7b3Etj4f0e51K9itEVpXigiaV1QMygsVUgAkDOMkda+V/+H1v7LH/AEIPxA/8FVj/APJlfQH7Wf8Ayat8TP8Asn2s/wDpDNX4f1+2eFfAuQcW5fiK2YRk5QkkuWVtGrn4R4ueIHEXBuY4ajlsoqNSDb5o82qdj9QP+H1v7LH/AEIPxA/8FVj/APJlfYFfz/1/QBXH4r8F5Hwh9T/s5SXtfac3NK/w8lrdviZ3eD/HOfcafXf7SlF+y9ny8seX4vaXv3+FBRRRX4+ftIUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFeA/8FUP2ov8AhjD/AIJzfGb9pWz8c/8ACN6t4b8AX/8Awiutf2Z9s+za7cR/ZdK/cmKVX3X89qn7xDEN2ZMRhyPfq+A/+Dob/lBb8cf+5Z/9SfSqumk6iT7iex/IXRRX1b/wQy+Cvin4+f8ABXz9njwN4Pv9Ptruw+J+neI5pNTldIza6O51e6QFEc+a1vYypGCApkZAzIpLr7EnyxbMFqz+hj/gix/wbtfsk/sF/BzwT8Zf2gfgvp/i74+y6fbatrus+K4or2PwrqDm2uVstPgWWa0jlspoEVb+PfcPIJnjmSKVYE/SuiivGlOU3dm6SQUUUVIwooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigD4D/4Ohv+UFvxx/7ln/1J9Kr+Quv69P8Ag6G/5QW/HH/uWf8A1J9Kr+QuvRwf8J+plPc9+/4JQ/8AKUn9mv8A7L94N/8AT3Z1/blX8Rv/AASh/wCUpP7Nf/ZfvBv/AKe7Ov7cqyxnxIqnsFFFFcZYUUUUAFFFFABRRRQAUUUUAFFFFAHn/wC1n/yat8TP+yfaz/6QzV+H9fuB+1n/AMmrfEz/ALJ9rP8A6QzV+H9f094C/wDIoxn/AF8j/wCkn8pfSG/5HOB/69y/9KCv6AK/n/r+gCvN8f8A/mW/9xv/AHEen9HTbM/+4P8A7lCiiiv5zP6aCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigD4j+K//AAca/wDBGj4H/FLxL8Ffij+2P/Zfibwh4gvNE8RaZ/wr3xFP9kv7Sd4LiHzIdPaOTbLG67kZlOMqSCDXxF/wXk/4Lyf8Eov2z/8AglF8Vf2av2av2qv+Ek8beJP7D/sXRf8AhBtds/tP2fXdPupv311YxQpthglf5nGduBliAfxG/wCCr3/KUn9pT/sv3jL/ANPd5XgNelTw1NWldmTm9gr69/4IN/tRfAv9jD/gq78Kv2lf2lfHP/CN+CfDf9uf21rX9mXV59m+0aFqFrD+5tYpZn3TTxJ8qHG7JwoJHyFRXTJKUWn1IWjP69P+Iob/AIIW/wDR8f8A5jPxP/8AK2j/AIihv+CFv/R8f/mM/E//AMra/kLorl+p0u7L52f3Y/svftRfAv8AbP8AgXof7Sv7NXjn/hJPBPiT7T/Yutf2ZdWf2n7PdS2s37m6iimTbNBKnzIM7cjKkE9/XwH/AMGvP/KC34Hf9zN/6k+q19+VwTSjNpdDRaoKKK/Eb/gs7/wdm+Bfgzu+Af8AwSn8SeH/ABp4mb7dbeKPife6bLcaVojr51siaYr7I9QuRKFuFuiJrHYsQVbsTv5DhTlUdog2kfs18Ufiv8Lfgf4Fvvij8aviV4f8IeGdL8r+0/EXijWYNPsLTzJUhj824nZY490skca7mGWdVGSQK+A/2lf+Dqv/AII5fs8/a9P8O/GnxB8T9W0/xBJpV9pHw08LTXHl+X5oe6ju702tlc2weMKJLe4l8zzY3jDxlnX+Wn9pX9qj9o39sb4pXfxq/ai+M3iDxx4mu/MX+09fv2m+zQtPLP8AZraPiO0tllnlZLaFUhj8xgiKOK4Cu2GDiviZm5vof07f8Rpn/BLb/ognx+/8JbRP/lxWh4T/AODzP/glL4i8U6Z4f1j4YfG7QbS/1CG3utd1bwlpj2unRu4VrmZbXU5p2ijBLsIopJCqnYjthT/LzRV/VaQc8j+2L9kX/grr/wAE1f27NRg8P/suftieEPEOt3eoT2dj4XvLmTStZvZIbcXMrQadqCQXc8Sw7nMscTR4jl+bMUgX6Or+A+v0M/4JYf8AByP+3h/wTd1HTvA3jDxHqHxe+FFhp8lrD8OfFeuFJNPVbeGG1/s/UXhnnsooBbxItqBJaiNpgsKSSCZMZ4NrWLGp9z+uSviP4r/8HGv/AARo+B/xS8S/BX4o/tj/ANl+JvCHiC80TxFpn/CvfEU/2S/tJ3guIfMh09o5NssbruRmU4ypIINe/fsM/tzfs5f8FFP2ctG/ae/Zh8Zf2r4f1XMN5Z3KrHf6LfoqmbT72EM3kXMW9crlldXjljeSKWOR/wCOv/gq9/ylJ/aU/wCy/eMv/T3eVlQoqpJqXQqUrLQ/p2/4ihv+CFv/AEfH/wCYz8T/APytr69/Ze/ai+Bf7Z/wL0P9pX9mrxz/AMJJ4J8Sfaf7F1r+zLqz+0/Z7qW1m/c3UUUybZoJU+ZBnbkZUgn+E6v69P8Ag15/5QW/A7/uZv8A1J9Vq69CFKF0KMm2fflFFFchYVyHxq/aD+Af7Nvha38c/tFfG/wh4B0S71BLC11jxr4ltdKtZrpkkkWBJbqREaUpFK4QHcVjc4wpx+Un/BdX/g6F8LfsVeKfE37GP7Cmnaf4p+KNnp89h4i+IEl0kumeCdT3ohgjgMbpqV9Ennb0Zlgtp/KSQXDJc2sf87H7Sv7VH7Rv7Y3xSu/jV+1F8ZvEHjjxNd+Yv9p6/ftN9mhaeWf7NbR8R2lsss8rJbQqkMfmMERRxXVSwspq70RDmkf1DfGr/g7Q/wCCMHws8LW/iDwN8YPF/wASbubUEt5NC8FeAL6C6gjKSMbl21dbGAxKUVCFlaTdKmEKh2XzD/iNM/4Jbf8ARBPj9/4S2if/AC4r+YmiulYSkieeR/UN4T/4PM/+CUviLxTpnh/WPhh8btBtL/UIbe613VvCWmPa6dG7hWuZltdTmnaKMEuwiikkKqdiO2FP17+zD/wXG/4JN/th+KW8DfAj9uHwhda22oWVhZaP4jFzoF1qV1du0dvBZRarFbPfSs67NluJGVnjDAGRN38XlFKWEpvYOdn9+FFfyVf8EhP+Dj79sf8A4J0+OvDfw6+NXjzxB8TfgbbbLLU/BOq3KXV/o1n5UEEcuk3M58yH7NHbxiKxaVbNlMqBYXlFzH/Tv+wz+3N+zl/wUU/Zy0b9p79mHxl/avh/Vcw3lncqsd/ot+iqZtPvYQzeRcxb1yuWV1eOWN5IpY5H46tGdJ67FqSZ69XyF+1F/wAF5P8AglF+xh8dNc/Zq/aV/aq/4Rvxt4b+zf21ov8Awg2u3n2b7RaxXUP761sZYX3QzxP8rnG7BwwIH17X8hf/AAdDf8p0vjj/ANyz/wCoxpVOhTjVnZhJtI/Tv/gvJ/wXk/4JRftn/wDBKL4q/s1fs1ftVf8ACSeNvEn9h/2Lov8Awg2u2f2n7Prun3U3766sYoU2wwSv8zjO3AyxAP8AORRRXo06caUbIybbZ69/wT5+KPgX4H/t7/BD41fFHXP7L8M+EPi/4a1vxFqf2WWf7JYWmqW09xN5cKtJJtijdtqKzHGFBJAr+pb/AIihv+CFv/R8f/mM/E//AMra/kLoqatCFV3Y1Jo/r0/4ihv+CFv/AEfH/wCYz8T/APyto/4ihv8Aghb/ANHx/wDmM/E//wAra/kLorL6nS7sfOz+/CiiivONQorP8U+LPCvgbQZ/FPjXxNp+j6Za7ftOo6pepbwQ7mCLukkIVcsyqMnksB1NfnP+2L/wVx8ZeN7m8+Hv7MM1xoGjR3E0M3iw4F7qkJj2ZhR0zZruZ2Dg+ccRMDCQyH6vhXg3POL8V7LAw91fFOWkI+r6vtFJvra12vkOLuOMg4Lwiq4+fvy+GnHWcvRdEusm0ul72T/QD4ofGz4RfBTShrHxY+I+j6BC9vPNbpqV8kct0sKhpBBFnfOwDL8kasxLqACWAPz/AONv+Cw/7H3hXVY9P0KXxR4lhe3EjX2iaGI4o2LMPLIvJIH3AANkKVwwwxOQPyv1bVtV1/VbnXdd1O4vb69uHnvLy7maSWeV2LPI7sSWZmJJYkkkkmq9fvmVeBfD+Hgnj686sv7toR+73paf4vl0P52zf6QHEeJqNZdh6dGH9685ff7sde3L8+r/AFA/4fW/ssf9E/8AiD/4KrH/AOTK2PBP/BYf9j7xVqsmn67J4o8NQpbmRb7W9EEkUjBlHlgWck77iCTkqFwpywOAfynor1qngrwVODjFVIt9VPVfemvvTPHpeOvHdOopSdKSXRw0frZp/c0fux8L/jZ8IvjXpR1n4T/EfR9fhS3gmuE02+SSW1WZS0YnizvgYhW+SRVYFGBAKkDqK/AfSdX1XQNVttd0LU7iyvrK4SezvLSZo5YJUYMkiOpBVlYAhgQQQCK+2P2R/wDgr74q8Jf2R8N/2mNP/tfSI/Ktf+ExgZzf20Y3jzbpPm+14zEpZdkm1HYieRsH804o8E80y2jLEZRU9vFfYaSml5O9p+iUX0SbP1PhPx3ynNK0cNnNL6vJ6KablTbv1VrwXm3JLdtI+4P2s/8Ak1b4mf8AZPtZ/wDSGavw/r9uP2ndW0rX/wBkL4h67oWp297Y3vw21aezvLSZZIp4n0+VkkR1JDKykEMCQQQRX4j19b4DRccpxqas1Uj/AOknx30hZRlm+Bad06cv/Sgr+gCv5/6/oArzPH//AJlv/cb/ANxHqfR02zP/ALg/+5Qry/41/tm/s1/s7eKrfwV8Y/iR/Y+p3WnpfQW39j3lxugZ5I1fdBC6jLROME5+XpgjPqFfl/8A8Frf+Tp9A/7J/a/+l19X5V4fcNYHiviOOAxcpRg4yd4NJ3W26kvwP17xH4ozDg/hmWY4OMZTUoxtNNxtJ6/DKLv8z7A/4ekfsJf9Fz/8tjVP/kavQPgX+1J8Cf2lf7U/4Up46/tr+xfI/tP/AIll1beT53meX/r4k3Z8qT7ucbecZGfw/r9AP+CF/wDzVL/uCf8At/X6Zxx4T8O8M8L4jMsLVqyqU+SylKDj704xd0oRe0nbVan5XwD4w8TcVcWYbK8XRoxp1Oe7jGal7tOUlZupJbxV9Hp95+gFFFFfz4f0gFFFFABRRRQB8/8A/D0j9hP/AKLn/wCWzqn/AMjUf8PSP2Ev+i5/+Wxqn/yNX4/0V/V//ECuEf8An/X/APAqf/yo/j//AImB4y/6B8P/AOA1P/lp++HhLxToPjnwrpnjbwtf/atM1jT4b7TbrymTzoJUEkb7XAZcqwOGAIzyAa0K8/8A2TP+TVvhn/2T7Rv/AEhhr0Cv5bx9CGFx1WjDaMpJX3sm1qf1pl2Ini8vo15rWcYydtrtJ6HP/FL4peBPgt4EvviZ8TNd/s3RNN8r7be/ZZZvL8yVIk+SJWc5d0HCnGcngE14/wD8PSP2Ev8Aouf/AJbGqf8AyNR/wVI/5MS8df8AcM/9OlpX4/1+xeG3htkXGORVMbjalSM41HBKDilZRhL7UJO95Pr20PxPxQ8Uc/4Jz+lgcDSpShKlGbc4zbu5zj9mcVa0V0ve+p+0Hwt/b2/ZO+NPjux+Gfwz+K39pa3qXm/YrL+wr+HzPLieV/nlgVBhEc8sM4wOSBXsFfj/AP8ABLf/AJPt8C/9xP8A9Nd3X6cftM/tV/CL9k/wbB4w+KepXDNe3Hk6ZpGmxpJe3zArvMaMyjaisGd2ZVXKjO50VvnePOBqPD/E9DKcoVSq6tOMkpWlJycpqy5YxVrRvtpq27bfS+HvH9fiPhTEZxnLp0VSqSi3G8YqKjB3fNKTu3JrfXRJX39Iryf4oftz/slfBzVRoXjz45aPFfC4ngns9N83UJbaWFgskc6WiSGBgxxtkCkkMBna2PzX/aX/AOCkn7R/7R32vQP7f/4RfwxceZH/AMI/oEjR+fC3mrsuZ/8AWXG6KXY6ZWF9it5Smvn+vu+HvAqpVpqpnWIcG/sU7Nr1m01fyUWvM/PuJPpAU6VV0sjw6ml9urdJ+kItO3ZuSf8AdP1AP/Ba39lgf8yB8QP/AAVWP/yZR/w+t/ZY/wChA+IH/gqsf/kyvy/or7v/AIgxwR/JU/8AA3/kfn//ABHLj3+en/4LX+Z+wHwt/wCCnn7GvxR+w2f/AAtD/hHdQvvN/wCJf4ps3tPs+zef3tx81qm5U3L++Odyr987a940nVtK1/SrbXdC1O3vbG9t0ns7y0mWSKeJ1DJIjqSGVlIIYEgggivwHrsPg58fvjL+z/rz+I/g78Q9Q0K4mx9pjtnDwXOFdV86CQNFNtEj7d6ttLblwea+WzvwIwNSEp5TiZQl0jUtKN+3NFJxXrGb9T63IvpB4+lOMM4wsZx6ypXjJK2/LJtSfpKC16WP3Qor5H/Ys/4KoeDPj7qun/Cz4y6bb+HPGN/cSRWN1aKV0vUGLL5MKGSRnhnYMVCOWV2jG198iRD64r8Az3h/NuG8c8JmFJwnuu0le14vZr+nZn9F8P8AEeT8UZesZl1VThs+ji7X5ZLdNX/VXWoUUUV4x7h+I37V/wDwZwf8NPftS/Er9pX/AIeM/wBh/wDCw/H+s+Jv7F/4VD9p/s/7ffTXX2fzv7Xj83y/N2b9ibtudq5wPkL/AIKh/wDBql/w7a/YW8c/tp/8N4/8Jn/whn9mf8U1/wAKv/s77Z9r1O0sP+Pj+05vL2favM/1bbtm3jduH9O1fAf/AAdDf8oLfjj/ANyz/wCpPpVdNOvVc1G+hDjGx/IXXv3/AAS8/Yb/AOHkv7dPgb9iz/haH/CGf8Jn/af/ABUv9if2j9j+yaZd3/8Ax7+dD5m/7L5f+sXbv3c7dp8Br78/4Nef+U6XwO/7mb/1GNVr0KjcYNrsZrc+/P8AiBu/6yg/+YU/+/VH/EDd/wBZQf8AzCn/AN+q/fiivN+s1u/5GvJE8B/4JefsN/8ADtr9hbwN+xZ/wtD/AITP/hDP7T/4qX+xP7O+2fa9Tu7/AP49/Om8vZ9q8v8A1jbtm7jdtHv1FfIX/Bcz/gop/wAOyf8AgnN4y+PnhzUfI8baxt8M/DT9zu267eRy+VcfNbzwn7LDFc3uydRFN9j8ksGlXOS5qk/Nj0SPyk/4Oj/+C9vjrVvHXiz/AIJV/si+IP7K8P6V/wAS34weNdL1KKSbW5niVptCtngdvItot5hvMlZpZkltWWOKKZbr8J6KK9enTjTjZGLbbCvr3/gnX/wQz/4KM/8ABTb7P4j+Afwb/sfwTPv/AOLl+OZJNN0Jtv2lf3EvlvNffvrWS3b7HFP5MrIJvKVtw/Uv/g3m/wCDZz4OeJ/g54d/bz/4KN+DNP8AF0vi7T7DXPhl8N5b0yafZ6e5iurbUtSELhLyW4QIVsXL26W8rC4SWSUxWv70VzVcUou0Cowvufz7+E/+DHbxTeeFtMu/HP8AwUo0/Ttbl0+F9Y0/SfhM97a2t0UBlihuJNUgeeJX3KsrQxM6gMY0J2jsPij/AMGP/wALdW8dX2ofBX/gof4g8P8AhmTyv7M0jxR8OYNYv4MRIJPNu4L2zjm3SiRl228e1WVDvKl2/diiub6zWvuXyRP5Ov27/wDg1X/4Khfsdade+Ofhp4S0/wCNnhSHULhIbj4Zxzz6zDai4ihtZbjSXjE5lmEwdorM3iwiKYySBEEj/mpX9+Ffnn/wWg/4N7f2Yf8AgqT4W8QfFzwNpGn+CPj6+n240f4gI8yWurNao6RWeqwRkpLE6MsRu1jN1EsNvhpYoPssm9PF62mS4dj+bj/glP8A8FWP2jf+CTP7RsXxq+Ct1/avh/VfJtvH3gG+u2jsPEtgjMQjkBvIuYt8jQXSqzQs7ArJFLPBLwH/AAUG+KPgX44ft7/G/wCNXwu1z+1PDPi/4v8AiXW/Dup/ZZYPtdhd6pcz283lzKske6KRG2uqsM4YAgiuA+K/wu8dfA/4peJfgr8UdD/svxN4Q8QXmieItM+1RT/ZL+0neC4h8yFmjk2yxuu5GZTjKkgg1gV2KMebmRF3awV/Xp/wa8/8oLfgd/3M3/qT6rX8hdf16f8ABrz/AMoLfgd/3M3/AKk+q1zYz+EvUqG59+V+cn/BzB/wVY1j/gmt+xBH4K+E115XxM+Mn9oeH/C14l3eWs2iWC22NQ1i3mtwu25t/tFqkI86Jlmu451Eq28kbfo3X8zP/B6r4s8U3n/BSD4a+BrvxLqEuiad8EbS/wBP0eS8drW1urnWNVjuJ44idiSypa2qO4AZ1togxIjXHJh4KdVJlydkfjrWh4T8J+KfHvinTPA3gbw1qGta3rWoQ2Gj6PpNm9zdX91M4jighijBeWV3ZUVFBZmYAAk1n1+5P/BmV/wT08LfEb4l+N/+Cj/xJ8LahLL8PdQTw58MNQj1hEtV1O5sphqzyW6N5ryxWd1ZxoZMQFdQlIWSSNWg9OpNU4ORkld2PMP2Gf8Agzw/bf8A2kPAujfFP9p74y+H/gxpOv8Ah839noNzodzqviOymaVRDBe2Ba1htd8JaUj7S80RMcUkKSGRYvuzwn/wZVf8E37Pwtplp45/aT+N2o63Fp8KaxqGk6to9la3V0EAllht5NNneCJn3MsTTSsikKZHI3H9iqK82WJqye9jVQij8B/2ov8AgyQ/5DniD9iz9t7/AJ9v+Ea8I/FHw9/1yW4+06vYH/rvKmzT/wDnnE38U9fit+11+xl+09+wd8Y5/gD+1t8IdQ8GeK4dPgv10+8nhnjubWYExzwXFu8kFzESroXid1WSKWNiHjdV/uhr5S/4LCf8EsPg5/wVa/ZJ1j4Q+MfDmnp460XT7y8+FPi64nNtJomstF+7WSdIpX+wzukUd1EI3DxqHVRNDBJHpSxU07T1QnBdD+Lyv0M/4NuP+Cp+o/8ABN39vDTfB/jnxHp9h8KPi9qFjoXxGm1CC3VdPkUzpp2p/appYhaxW1xdMZ3ZzGLWa5YxySJCU+A/FnhPxT4C8U6n4G8c+GtQ0XW9F1Caw1jR9Ws3trqwuoXMcsE0UgDxSo6sjIwDKykEAis+u+UVOLTM07M/vwr8hf8AgqH/AMGqX/DyX9unxz+2n/w3j/whn/CZ/wBmf8U1/wAKv/tH7H9k0y0sP+Pj+04fM3/ZfM/1a7d+3nbuP27/AMEXv2lf+Guf+CVnwK+OVzq3iDUdQu/AFppWvap4on86/wBQ1XTC2mX91LIZJGl867s55Vkdt7rIrOFdmUfTteSpTpTdtzaykj+Yn/gqH/wapf8ADtr9hbxz+2n/AMN4/wDCZ/8ACGf2Z/xTX/Cr/wCzvtn2vU7Sw/4+P7Tm8vZ9q8z/AFbbtm3jduH5C1/Xp/wdDf8AKC344/8Acs/+pPpVfyF16GGnKpBuXcymknod/wDsofA3/hp79qX4a/s1f8JR/Yf/AAsPx/o3hn+2vsX2n+z/ALffQ2v2jyd8fm+X5u/ZvTdtxuXOR+3P/EDd/wBZQf8AzCn/AN+q/IX/AIJQ/wDKUn9mv/sv3g3/ANPdnX9uVZ4mrUpyXKxwSe5+A/8AxA3f9ZQf/MKf/fqj/iBu/wCsoP8A5hT/AO/VfvxRXN9Zrd/yL5IhVfVtW0rQNKudd13U7eysbK3ee8vLuZY4oIkUs8juxAVVUEliQAASasV8T/8ABYr9qLVfAHgzTP2c/A+t3FnqPia3a88Ry2zsjDS8vEtuTswVnkEm7Y4YLbsjApNg+vwxkGK4nzyjl1DRzer/AJYrWT+S27uy6nz/ABXxHhOFMgrZniNVBaLrKT0jFerevZXfQ+X/APgod+2nqv7U/wAUJtC8IeILhvh/odwB4fszbtALuUJtkvZUJJZmYuIywUpEQNiO8u753oqxpOk6rr+q22haFplxe317cJBZ2dpC0ks8rsFSNEUEszMQAoGSSAK/ubKMqy/IMrp4LCx5adNW6a95Sel295Pq9T+A85zfMeIs1qY7Fy5qtR366X2jFatJbRXRWRXr6Y+A3/BKb9qT4yW0Ou+JtIt/BGkvcRh5PEyyR3rxeY6SvHaKpcMgQkLMYQ+5CrFSWH2x+xP/AME5fhx+yp9l8f6/d/2/46fT/KudSkwbXTnfd5i2SFQy5VhGZXy7KpwIlkeM/SFfg3F3jbVhXlhshiuVf8vZK9/8EXay85Xv/KtGf0LwZ4EUp0I4riKb5nqqUHa3+Oavd/3Y2tp7z1S+D/C3/BDjwraa9BceNv2itQ1DTF3farPSvDaWc8nyELtmknmVMNtJzG2QCOCdwx9W/wCCGeqw6VdTaF+0tb3N8lu7Wdvd+EmhillCnYjyLdOY1LYBYI5AJIVsYP6EUV+cx8WOP41Of65fbT2dK2l+nJpvq1ZvTXRW/TZ+D3h1KlyfUrb6+0q31t159dtE7pa2Wrv+N/x1/wCCdn7VnwBs73XvEnw+/tfRLHBm17w3P9rgCCEyvK0YAniiQK4eSSJEBX72Cpbw+v6AK+F/+Chv/BMXSvEOlTfGn9lzwbb2WpWVuDrXg3SLRY4r6JFx51pEgAWdVHzQqAJQMqPNyJv1fgrxmhmWKjgs7jGnKVlGpHSN/wC+m3y3/mT5b7qK1Px/jrwPnleEnjshlKpGN3KnKznb+40lzW/la5rLRyeh8r/s1/tna98D/g94++AOt6V/aHhjxr4f1OGAQIon0/Up7JrdJwTjfE2IlkRj8oUOnKskvh9FFftuFyvA4LFVsRQhyyrNOdurSte3e29t997s/CMXmuPx2EoYavPmhRTUL/Zi3dq/a+19r2Wlkiv6AK/n/r+gCvwLx/8A+Zb/ANxv/cR/RP0dNsz/AO4P/uUK/L//AILW/wDJ0+gf9k/tf/S6+r9QK/L/AP4LW/8AJ0+gf9k/tf8A0uvq+L8F/wDkt4f9e5/kj7rxy/5IKf8A18p/mz4/r9AP+CF//NUv+4J/7f1+f9foB/wQv/5ql/3BP/b+v3rxa/5N9jf+4f8A6dpn88eDn/Jx8D/3F/8ATNQ/QCiiiv4tP7nCiiigAooooA/n/ooor/Rg/wAyz9wP2TP+TVvhn/2T7Rv/AEhhr0CvP/2TP+TVvhn/ANk+0b/0hhr0Cv8APjOP+RviP+vk/wD0pn+kGSf8iXDf9e4f+ko+f/8AgqR/yYl46/7hn/p0tK/H+v2A/wCCpH/JiXjr/uGf+nS0r8f6/p7wK/5JGv8A9f5f+m6R/KX0gf8AkssP/wBg8P8A05VPUP2NfjHoP7P37RGjfGLxHD51voen6rNHbbmX7TO2m3UcEG5Ucp5kzxx79pC79x4Brn/jr8dfiR+0Z8R734ofFDWvteoXXyQwxArBZQAkpbwISfLiXJwMkklmYs7Mx4+uo+C3wg8Z/Hv4oaP8I/h/Bbvq2tXDR25u5xFFEqo0kkjtyQqRo7kAFiFIVWYhT+pV8BlWEx9TOa6SnGnyub+zTi5TevRatyfVJdj8lw+YZvjMvp5JQbdOVXmUI/aqTUYLTq/dSiujbtuc/pOk6rr+q22haFplxe317cJBZ2dpC0ks8rsFSNEUEszMQAoBJJAFfVHwL/4JBftH/E+zsvEPxG1DT/A+mXWWaHUla41JYzCHjkFqmFXLMEZJZY5EKvlMgBvvD9lD9if4NfslaCn/AAhul/bvEdzp6W2t+KbwHz73DF2CIWK28RYj92nURx72kZA9ewV/P3FPjfjKtaVDIoKEFp7SavJ+cYvSK7c3M2rXS1R/R3CPgLgaVGOI4gm5zevsoO0V5SmtZPvy8qTvZy0Z8H6B/wAEOPCtt9t/4Sn9orULzzNPkTTv7P8ADcdt5F0ceXLJvnl82Jed0S+WzZGJFxzz/in/AIIceKrTQZ7jwT+0Vp+oamu37NZ6r4bks4JPnAbdNHPMyYXcRiNskAcA7h+iFFfC0/Fnj6nV53jL7XThTs7dNIK1+trPzufoFXwd8OqlLkWCtvZqpVur9dZu9ul7rysfiP8AtA/sl/Hr9mTVWs/iv4EuLaxe4MVnr1p+/wBPuyWkCbJ14VmWJ3ET7JQgBZFzXm9fvxq2k6Vr+lXWha7plve2N7bvBeWd3CskU8TqVeN0YEMrKSCpBBBINfnP/wAFJP8Agm2Ph/8Ab/2hv2edA/4p/wCa48TeGbOL/kFd3urdB/y7dS8Y/wBTyy/usiH9l4H8YMNnuKhgM1gqVWWkZp+5J9FZ6xb6atN6XTaT/EOPfBbFcP4SeY5RN1qMdZQa9+MerutJJddE0tbNJtfD9fph/wAEvP2+9d+NO39nf4zah9p8R6fp7TaF4gublRJq0EeA0EoYhpLlFO8OoYyRo7Pho2eX8z60PCfinXfA3irTPG3ha++y6no+oQ32nXPlK/kzxSLJG+1wVbDKDhgQccgiv0HjLhPA8X5PPCVklUV3Tn1hLv3s9pLqvNK35vwRxhj+DM7hjKLbpuyqQ6Tj210ut4vo/JtP98KK83/ZL/aB0r9pv4C6F8V7N7dL65t/I12ztyoFpqEeFnj2CRzGpb95GrtvMUkbHG6iv4dx2DxGXYyphcRHlnTk4yXZp2Z/fOAx2GzPBU8Xh5c1OpFSi+6auj0ivgP/AIOhv+UFvxx/7ln/ANSfSq+/K+A/+Dob/lBb8cf+5Z/9SfSqwpfxY+qOp7H8hdffn/Brz/ynS+B3/czf+oxqtfAdffn/AAa8/wDKdL4Hf9zN/wCoxqterV/hS9GYrc/r0ooorxzcK/mJ/wCDyz9qL/ha3/BRnwr+zVoPjn7fpPwn8AQ/2lov9meV/ZWu6pIbq5/fNErT+bYJoz/K7xJjC7ZPOFf07V/FZ/wWo+KPjr4v/wDBWv8AaL8WfETXP7R1C0+L+uaJb3H2WKHZYaZdvptlDtiVVPl2lpbxbiNz+Xucs7Mx6sJG9S/Yib0PmKv0M/4NqP8AgmZ4W/4KP/8ABQi3l+L2mahN8PvhVp8HizxHAPDyXun6zdRXkC2ei3jzq0EcVyfOkeN1dp7eyuo0VctNF+edf1Lf8Gev7NX/AAqD/glZcfHLVdJ8PnUPi14/1LVbPVNOg/099KsiumQ2t3IY1Y+Xd2mpSxxhpERbwsCryyKOzETcKTaIirs/VqiiivJNgooooAKKKKAPw2/4PE/+CYHhbxN8HNK/4KhfCHwTp9l4h8Mahb6P8XLqzgSKTVtMuDFa6ffzs06iSW2uPJtBsiknkjvot7iGyQL/ADsV/dD+2p+zD4W/bS/ZJ+I37KXjB9PhtPHvhC+0eHUNT0VNRj0y6liYWt+Ld2USS21x5VzHh0YSQIyujAMP4Xq9LCTcoWfQymrMK/r0/wCDXn/lBb8Dv+5m/wDUn1Wv5C6/r0/4Nef+UFvwO/7mb/1J9VpYz+EvUIbn35X8zP8Aweq+E/FNn/wUg+Gvjm78NahFomo/BG0sNP1iSzdbW6urbWNVkuII5SNjyxJdWrugJZFuYiwAkXP9M1fmp/wdC/8ABMDxT/wUM/YPtviH8EfBOoa/8Ufg/qEuseGNH0mB57rV9MuBHHqdhDF56I0pSK3u1xHNO7aeLeFN1yc8mHmoVU2XJXR/J1X7M/8ABnf/AMFGvAv7PP7RvjP9h341ePv7J0n4tfYbvwDJq+uyx2EfiOBmhNjDAUMKXN/DNGBMzxmRtMtrcCWSWBV/GaivTqQVSDizJOzuf34UV/LT/wAE2/8Ag7S/bf8A2MPAp+E37S/g7/hf3h+2+1S6Tqnijxbc2viO2mmljcRy6pJHdfarZMXG2OWFpgZ1UTrFDHCP2K/ZF/4Ohv8AgkH+1lqMHhu9+OOofCvW7vUJ7ez0r4u6YmlRyxxW4nNy1/FLPp8ETDfGgmuY5GkjKBMvF5nmTw9WHS5qpJn6GUVgfC74r/C344eBbH4o/BX4leH/ABf4Z1Tzf7M8ReF9Zg1Cwu/LleGTyriBmjk2yxyRttY4ZGU4IIrfrEo/Eb9q/wD4M4P+Gnv2pfiV+0r/AMPGf7D/AOFh+P8AWfE39i/8Kh+0/wBn/b76a6+z+d/a8fm+X5uzfsTdtztXOBwH/EDd/wBZQf8AzCn/AN+q/fiitliKyVr/AJE8sTwH/gl5+w3/AMO2v2FvA37Fn/C0P+Ez/wCEM/tP/ipf7E/s77Z9r1O7v/8Aj386by9n2ry/9Y27Zu43bR79RRWTbk7so+A/+Dob/lBb8cf+5Z/9SfSq/kLr+vT/AIOhv+UFvxx/7ln/ANSfSq/kLr0MH/CfqZT3Pfv+CUP/AClJ/Zr/AOy/eDf/AE92df25V/Eb/wAEof8AlKT+zX/2X7wb/wCnuzr+3KssZ8SKp7BRRRXGWFfif+2p8TP+FvftWeO/HUd3p9xby+IJbSwutLk3wXFpa4tbeVW3MH3xQxuWB2sWJUAEAfsR8b/G2q/DX4L+L/iNoVvby32geF9Q1Kziu0ZonlgtpJUVwpUlSygEAg4zgjrX4T1/Q/gLlilXxuYS3SjTXzfNL/0mP9I/mv6Q+aSjh8Dlsdm5VH8kox/9Kn/TCv0A/wCCMf7M/wDyFv2pPFmk/wB/SvCX2iD6fartN8f0gSSN/wDn6jYV+f8AX7gfsqfC3/hS37OHgv4ZzaF/Zt3pvh+3/tWy+1ed5d/Ivm3fz7mBzcSSn5WKjOF+UAV9j40Z9UyrhiODpO0sRLlf+CKvLz1fKnpazd91f4nwM4ep5vxXLG1o3hho8y7c8naF+miUpLW90mr2dvQKKKK/kc/soKKKKACiiigD8l/+CpH7Lulfs7/HqPxF4H0S3sPC3jG3e80uztEWOKzuo9q3Vuib2IUM8co+VEUXAjQYj4+Z6/Wj/grd4J0rxV+xZrGu6hcXCTeGtY0/UrFYXULJK84sysmVJK+XdyHAKncqnOAQfyXr+0vCviDEcQ8IU54h3qUm6Um95cqTTfd8so3et3d9T+GPFzhzD8N8Z1aeHVqdZKrFLaPM2pJdlzRlZaWTS6BX9AFfz/1/QBX5z4//APMt/wC43/uI/Tfo6bZn/wBwf/coV+X/APwWt/5On0D/ALJ/a/8ApdfV+oFfl/8A8Frf+Tp9A/7J/a/+l19Xxfgv/wAlvD/r3P8AJH3Xjl/yQU/+vlP82fH9foB/wQv/AOapf9wT/wBv6/P+v0A/4IX/APNUv+4J/wC39fvXi1/yb7G/9w//AE7TP548HP8Ak4+B/wC4v/pmofoBRRRX8Wn9zhRRRQAUUUUAfz/0UUV/owf5ln7gfsmf8mrfDP8A7J9o3/pDDXoFef8A7Jn/ACat8M/+yfaN/wCkMNegV/nxnH/I3xH/AF8n/wClM/0gyT/kS4b/AK9w/wDSUfP/APwVI/5MS8df9wz/ANOlpX4/1+wH/BUj/kxLx1/3DP8A06Wlfj/X9PeBX/JI1/8Ar/L/ANN0j+UvpA/8llh/+weH/pyqFfqh/wAEov2ULL4MfBqL42eI4t/iPx1p8NxGskMJ+waaSzwJHIpZv3ymOZ/mA/1KlFaIlvzP+E/gX/haHxT8M/DP+1PsP/CReILLTPtvkeb9n+0TpF5mzcu/bvzt3DOMZHWv3Y0nSdK0DSrbQtC0y3srGyt0gs7O0hWOKCJFCpGiKAFVVAAUAAAACuHxy4grYPLKGVUZW9s3Kf8Ahjayv2ctXbX3ddHr6HgFw5Qxua4jN68b+wSjDynO93buoqyvp72mqurFFFFfy8f1iFFFFABVfVtJ0rX9KudC13TLe9sb23eC8s7uFZIp4nUq8bowIZWUkFSCCCQasUU1JxaadmhSjGUXGSumfi/+3V+zn/wzF+0frXgDTbby9EvMan4Z+fOLCZm2R8yO/wC6dZINznc/k7yAHFeP1+jH/Bbr4X6VdeAPBvxpha3ivrHWJNEuAtkvm3UU8Tzx7ps52xNby7UIIzcuQV53fnPX9yeH2e1OIuEsNi6rvUS5ZvvKL5bvzkkpO2l302X8CeI/D9LhrjHFYOjG1NvnguijNcyS7KLbir62XXd/fH/BEX4v3Kar4y+Ad9PcPDLbx6/pcawR+VCyslvdFn4cs4ez2ryoETn5SfnK8P8A+CVWr6rpv7cnhCz07U7iCHULfUre/ihmZVuYhYXEojkAOHUSRxvtORujU9VBBX84+M+XUsBxrKpDT20ITdu+sH9/Jd+bvuf054HZnWzDgWNOo7+xqTpq/b3Zr7uey7JW2P14r4D/AODob/lBb8cf+5Z/9SfSq+/K+A/+Dob/AJQW/HH/ALln/wBSfSq/K6X8WPqj9fex/IXX35/wa8/8p0vgd/3M3/qMarXwHX35/wAGvP8AynS+B3/czf8AqMarXq1f4UvRmK3P69KKKK8c3Cv4Pv2g/jV4p/aS+Pnjj9orxzYafaa34+8X6n4j1i10mJ47WG6vrqS6lSFZHd1iDysFDOzBQAWY8n+8Gv4jf+Cr3/KUn9pT/sv3jL/093lduD+JmdQ8Br+vT/g15/5QW/A7/uZv/Un1Wv5C6/rk/wCDWDxZ4W8Rf8EPvhHo/h/xLp9/d6DqHiSw121s7xJZNOum16/ulgnVSTDKbe5t5gj4YxzxPja6k64z+EvUUNz9DKKKK801CiiigAooooAK/he/bb+Cvhb9m39s74u/s6+Br/ULvRPAPxP1/wAOaPdatKkl1Na2Ooz2sTzNGiI0pSJSxVFUsSQqjgf3Q1/A/wCLPFninx74p1Pxz458S6hrWt61qE1/rGsatePc3V/dTOZJZ5pZCXlld2Z2diWZmJJJNduDveRnUM+v69P+DXn/AJQW/A7/ALmb/wBSfVa/kLr+vT/g15/5QW/A7/uZv/Un1WtMZ/CXqKG59+UUUV5xqfjN/wAF7f8Ag2D/AOGz/HWoftlf8E9Lfw/4f+I2pfabzx94G1G5+xWHiu5ETyC8tJApjttSmlVY5FlMdvcNKJ5JYJFnkuf55/2lf2V/2jf2Ofild/BX9qL4M+IPA/ia08xv7M1+waH7TCs8sH2m2k5ju7ZpYJVS5hZ4ZPLYo7Dmv7sa5D41fs+fAP8AaS8LW/gb9or4IeEPH2iWmoJf2uj+NfDVrqtrDdKkkazpFdRuiyhJZUDgbgsjjOGOeqlipQVnqiHBM/g+or+ob9rr/gzs/wCCavxp06fUP2XPFPi/4La2unwW9jDZ6jJr+jeYtwXluZ7XUJDdyyvCzRAR3sMaFIn2EiQS/nn+1F/wZp/8FGfhT/bmvfs1fFXwB8WNJsPs39i6b9tk0LXdV3+Us3+jXQayg8p3lb5r874odw/eOIa644mlLrYhwkj8tPgr+0H8fP2bfFNx45/Z1+N/i/wDrd3p72F1rHgrxLdaVdTWrPHI0Dy2siO0ReKJyhO0tGhxlRj9DP2Nf+Ds3/gqn+zN/Z3hr4v+JPD/AMZvDNp/Zls9p4500Q6rFYWuUmSDUrTy5HuZ4iA11eretvjSQqxMol+E/wBp79iv9rb9i3xSvg/9q39nPxf4Cu5tQvbPT5vEehywWupyWjqlw1ldEeRfRIZIz5tu8kZWWNgxV1J8wrSUKdRaq4k2j+sX9hD/AIOqP+CXv7Yuo2Xgb4l+LdQ+CfiubT7d5rf4mSQQaNNdG3lmuorfVkkMAihMJRZbwWbTGWERxl3MafpXX8B9fsV/wbtf8HEvxj/Z2+Mfgv8AYf8A24PjRp958D7zT10Hw14l8WyiKTwLJGJXswbxIi8ti7tHaMt03l2sfkOktvb20kcnHWwtleBcZ9z+maiiiuI0PgP/AIOhv+UFvxx/7ln/ANSfSq/kLr+vT/g6G/5QW/HH/uWf/Un0qv5C69HB/wAJ+plPc9+/4JQ/8pSf2a/+y/eDf/T3Z1/blX8Rv/BKH/lKT+zX/wBl+8G/+nuzr+3KssZ8SKp7BRRRXGWef/tZ/wDJq/xM/wCyf6z/AOkM1fh/X7gftZf8mr/EzP8A0T/Wf/SGavw/r+nvAX/kUYz/AK+R/wDST+UvpDf8jnA/9e5f+lBX9AFfz/1++HhPxToPjnwrpnjbwtffatM1jT4b7TrnymTzoJUEkb7XAZcqwOGAIzyAa8/x+hNwy6aWi9qr9Lv2dl87O3oz0fo6VIKeZwb1fsXbrZe1u/ldX9V3NCiiiv5xP6cCiiigAooooA8//az4/ZX+Jh/6p/rP/pDNX4f1+0H7fvjr/hXf7GvxD1/+yvtn2jw++meT5/l7ftrpZeZna2dn2jftx82zblc7h+L9f1F4DUakcixdVr3XUST81FN/+lL7z+TfpC1qUs/wdJP3lSba8nNpffyv7vQK/oAr+f8Ar+gCvJ8f/wDmW/8Acb/3Eex9HTbM/wDuD/7lCvy//wCC1v8AydPoH/ZP7X/0uvq/UCvy/wD+C1v/ACdPoH/ZP7X/ANLr6vi/Bf8A5LeH/Xuf5I+68cv+SCn/ANfKf5s+P6/QD/ghf/zVL/uCf+39fn/X6Af8EL/+apf9wT/2/r968Wv+TfY3/uH/AOnaZ/PHg5/ycfA/9xf/AEzUP0Aooor+LT+5wooooAKKKKAP5/6KKK/0YP8AMs/cD9kz/k1b4Z/9k+0b/wBIYa9Arz/9kz/k1b4Z/wDZPtG/9IYa9Ar/AD4zj/kb4j/r5P8A9KZ/pBkn/Ilw3/XuH/pKPn//AIKkf8mJeOv+4Z/6dLSvx/r9gP8AgqR/yYl46/7hn/p0tK/H+v6e8Cv+SRr/APX+X/pukfyl9IH/AJLLD/8AYPD/ANOVT3D/AIJu+FtB8Yftt+AdJ8R2P2i3h1C4vo4/NZMT2tpPcwPlSD8s0UbY6HbgggkH9kK/E/8AYo8U674P/a5+HGreHL/7NcTeMLGxkk8pXzBczLbTphgR80Usi56jdkEEAj9sK+C8eKdZcRYWo37jpWS7NTld221Tj6212R+ifR7q0Xwziqaj76rXbstU4RSV99GpabK+m7Ciiivw0/fQooooAKKKKAPl/wD4K9eBf+Eu/Y1vdf8A7U+z/wDCL+ILDU/J8jf9p3u1l5edw2Y+1792G/1e3HzZH5P1+nH/AAWx1bSof2bPDWhTanbpfXPjiGe3s2mUSyxR2d2skipnLKrSxBmAwDIgONwz+Y9f174K060OCk5u6lUm46WstFbz1Td/O3Q/i/x1qUZ8duMFZxpQUtb3ervbp7rSt5X6npH7Herarov7WHw2vNG1O4tJn8caXA8ttM0bNFLdRxSxkqQSrxu6MvRlZgcgkUV0H/BO/wAFaV4//bT+H+hazPcRwwaw+pI1s6qxls4JbyIHcpG0yQIGGMlSwBBwQV+bePFWk8/wtNfEqV36OcktfVP+mfqH0e6VWPDmLqv4XVsvVQi3p6SX9I/ZivgP/g6G/wCUFvxx/wC5Z/8AUn0qvvyvgP8A4Ohv+UFvxx/7ln/1J9Kr8OpfxY+qP397H8hdffn/AAa8/wDKdL4Hf9zN/wCoxqtfAdffn/Brz/ynS+B3/czf+oxqterV/hS9GYrc/r0ooorxzcK/kL/4Obf2Xf8AhmH/AILG/E7+yPA39h6B8Q/sfjbw/wD8TP7T/aH2+Ef2hd/NLI8XmatFqf7p9m3b8iLEYs/16V+K3/B5r+whqPxT/Zh8Eft9eBtG083fwr1B9F8czR6fbx3U+jalNClpNJdNIskkVtfbYktlSU7tXllHlqkpbows+Wr6kzV0fzcV+/H/AAZRftp/8lW/4J16voH974jeH9UtrX/ry0zUIbiRpv8AsGNAiRf8/ZeT/VLX4D13/wCyv+0r8Uv2Of2jfBn7UXwV1b7J4m8D+ILfVdM3zzxw3Plt+8tbjyJI5Htp4jJBNGrr5kM0iE4Y16FWHtIOJlF2Z/djRXiP/BO39u/4Of8ABSD9knwn+1T8GtZ094ta0+JPEuhWeoG5k8OaysUbXmlTs0cT+bA74DtGgljaKdAY5o2b26vIaadmbhRRRSAKKKz/ABZ4s8LeAvC2p+OfHPiXT9F0TRdPmv8AWNY1a8S2tbC1hQySzzSyEJFEiKzs7EKqqSSAKAPiP/g5I/a6079kP/gkH8U71L3T11v4j6ePAPhyz1OwuJ47yTVUeK8QGAjypU0xdRnjkkZYxJboDvLLFJ/H3X35/wAHDf8AwV1/4eq/tjj/AIVdrX2n4O/Df7Rp3wv87QvsVzeeelv9v1GbeWmb7RNbp5Sv5ey3ht90EUzT7/gOvVw9N06eu7MZO7Cv69P+DXn/AJQW/A7/ALmb/wBSfVa/kLr+vT/g15/5QW/A7/uZv/Un1Ws8Z/CXqOG59+UUV/IX/wAFV/8AgoN/wVJ+B/8AwUx+Pvwutv23vj94Q0/S/i/4g/sHw6nxK1vT4bTSpNQmmsPs9uJ1WO2a0kgkh2KEMLxsmUKmuOlSdVtJlylyn9elFfxG/wDD17/gqT/0ko+P3/h49b/+Sq/pH/4NXv29fFP7a3/BNU+Gfi98R9Q8S/EH4ZeL7/R/Eeq+JPGb6vrOqWtzIb+zv7nz8zwxEXM1lFvZ1YaW+x/laOO6uHlSjzXBSTZ+ldFFFc5Rn+LPCfhbx74W1PwN458NafrWia1p81hrGj6tZpc2t/azIY5YJopAUlidGZGRgVZWIIINfmJ/wU//AODVf9g/9sPwtrfxA/ZK8Jaf8Fvij/Z7vo48ORi28MaldKlukUV7p0cbJaxbIGTzbFYWV7mSeWO7YeW36l0VUJyg7xYmkz+D74+fAP4x/sufGPxD+z9+0D8PtQ8LeMfC2oGz13QtTQCS3kwGVgykpLE6MkkcsbNHLHIkkbMjqx5Cv0b/AODrf/hVv/D7D4jf8K+/4SD+1v8AhH/Dv/Cc/wBs+R9m/tX+ybby/sHl/N9m+wf2fu835/tH2nH7vy6/OSvYhLmgmYtWZ/Yp/wAG8X7c2sft8f8ABKz4f/Efx54y/tzxt4S8/wAH+O7x1vGme/sCogluJrpna6uZrCSwupp1d1ea5k+4waNPtyvyF/4Ms/8AlFt49/7L9qv/AKZNDr9eq8mslGq0jaOx8B/8HQ3/ACgt+OP/AHLP/qT6VX8hdf16f8HQ3/KC344/9yz/AOpPpVfyF124P+E/Uznue/f8Eof+UpP7Nf8A2X7wb/6e7Ov7cq/iN/4JQ/8AKUn9mv8A7L94N/8AT3Z1/blWWM+JFU9gooorjLCvwX+IXgnVfhr4/wBc+HOu3FvLfeH9YudNvJbR2aJ5YJWidkLKpKllJBIBxjIHSv3or8r/APgr78CrP4YftH2/xH8PaN9l0zxxp5u5mQwrG2pRMEugkaAMuVa3lZnBLyTyNuJyF/cfAzN6eEz6vl83b28U15yp3dv/AAGUn8j8D8f8lq4zh7D5jBX+rzal5Rqcqv8A+BRivmfJ9frh/wAEsvjrZ/GD9lPSfDd7rX2jW/Bf/En1OGQQo6QJk2bKkZz5X2fZEHZVLvby/eKlj+R9e0fsN/td6r+yB8XD4rn0641Lw9q1utn4j0qC4ZWaLeGW4iXcEaeI7tu/grJKmU8zev7N4l8LVeKuGZUcPG9am1OG2rV043f8yb62uo32Pw7wt4tpcIcUwr4iVqFROFTfROzUrL+WSXRvlcrbn7MUVX0nVtK1/SrbXdC1O3vbG9t0ns7y0mWSKeJ1DJIjqSGVlIIYEgggirFfxTKLi2mrNH92RlGUU07phRRRSGFFFcf8dfjr8OP2c/hve/FD4oaz9l0+0wkMMQDT3s5BKW8CEjfK2DgZAADMxVFZhvhsNiMZiI0KEXKcmkkldtvZJGGKxWGwWGniMRNQhBNyk3ZJLdtnyP8A8FqfjzbaT4M8Pfs5aNe3CX2rXC61rQhuJI1+xRmSOCKRQuyZZJt743fI1mpK/MjD8567D4/fGPXv2gfjL4h+MXiOHybjXNQaaO23K32aBQI4INyogfy4Ujj37QW2bjyTXH1/cnA/Di4V4aoYF/xLc03/AH5ay+S+FPqknufwHx7xPLi7iivmC/h35aa7QjpH5y1k10cmtgr+gCv5/wCv6AK/IPH/AP5lv/cb/wBxH7T9HTbM/wDuD/7lCvzn/wCC4fgnSrDx/wCAPiNDcXBvtV0e9024iZ18pYrSWOWNlG3IYteShiSQQqYAwSf0Yr4//wCCzvwt/wCEs/Zw0n4mWGhfaLvwl4gT7Te/atn2WwulMUnyFgH3XAshwrMMZGF3mvzTwtx8cv46wcpytGblB7a88XGK1/vOPn2u9D9T8WsvnmPh/jYwjeUFGa30UJRlJ6f3FLy72Wp+X9fbH/BEXxrqth8afGXw5ht7c2Wq+F49SuJWRvNWW0uUijVTuwFK3kpYEEkqmCMEH4nrsPgB8Y9d/Z++Mvh74xeHYfOuND1ATSW25V+0wMDHPBuZHCeZC8ke/aSu/cOQK/rPjDJp8QcM4rL6duacfdvtzJqUfT3ktem+ux/HXBeeU+G+KsJmNS/JTmua2/K04yt391vTrtpufuhRWf4S8U6D458K6Z428LX32rTNY0+G+0658pk86CVBJG+1wGXKsDhgCM8gGtCv4NnCdObhNWa0ae6fZn+hUJwqwU4O6eqa1TT6oKKKKkoK5/4s+Ov+FX/CvxN8TP7L+3f8I74fvdT+xef5X2j7PA8vl79rbN2zG7acZzg9K6Cvhf8A4LIftRaVpngy1/Zb8H63bz6jqlxHeeLooXV2tLWMpLb28gKEK0smyb5XV1WBcgpMCfpOEcgr8TcQ0MBTjdSknN62UFrJu1umi1V20r3aPl+MuIsPwtw3iMwqSs4xagtLub0gle99dXo7RTbTSZ+c9FFFf3of55n7gfsmf8mrfDP/ALJ9o3/pDDXoFef/ALJn/Jq3wz/7J9o3/pDDXoFf58Zx/wAjfEf9fJ/+lM/0gyT/AJEuG/69w/8ASUfP/wDwVI/5MS8df9wz/wBOlpX4/wBfsB/wVI/5MS8df9wz/wBOlpX4/wBf094Ff8kjX/6/y/8ATdI/lL6QP/JZYf8A7B4f+nKoV+5H7NXxftvj38BfCnxchnt3m1rR4pNQFpBJFFHepmO6jRZMsFSdJUBJOQoIZgQx/Devrj/glf8Atp6V8AvGdz8Gfil4gt7Dwd4juDPa309uoXT9UYRRiSWbIMcEkaBGZgyoyRN+7XzXPo+LvCuI4i4fjiMLHmq4duSS1cote+klrfSLXezW7R5ngzxdhuGeI5YfFy5aOJSi5N2UZp+423pbWUX25k9kz9SKKKK/j8/tQKKKKACiivJ/2xf2qvBv7J/wjvPGGsalbtr17bzQ+E9HkjMjX16E+Usiup8hGZGlfcu1SADveNW7MvwGLzTG08JhYOVSbsku/wDkt2+iu3ocWZZjg8pwFTGYuahTppuTfZfq9kuraS1Ph/8A4LQ/F+28X/HrQ/hHps9vLD4O0dpLwrBIssV7ebJHjZm+V1EEdo6lBwZXBYn5V+N60PFninXvHPirU/G3im++1anrGoTX2o3PlKnnTyuZJH2oAq5ZicKABngAVn1/d3DGSQ4cyDD5bF39nGzfeT1k15OTbXkf58cV59U4m4ixOZyVvayul1UVaMU/NRST89j64/4Iz+ALbxN+1Jf+M9S8PXFxD4a8L3E1nqCiQRWd7NJHAgZlIUs8D3YVHzkK7AZTKlfVH/BKL9nP/hS37OEXj7W7fbrfj7ydTuPnz5dgFP2KP5ZGQ5R3n3AKw+07HGYxRX8keKWd0c84zrzoyvCnamn/AIPit5c7la2jWvU/srwlyKtkHA+Hp1o8tSrerJf4/hv58ije+qenQ+oK+A/+Dob/AJQW/HH/ALln/wBSfSq+/K+A/wDg6G/5QW/HH/uWf/Un0qvz+l/Fj6o/SXsfyF19+f8ABrz/AMp0vgd/3M3/AKjGq18B19+f8GvP/KdL4Hf9zN/6jGq16tX+FL0Zitz+vSiiivHNwrA+K/wu8C/HD4W+Jfgr8UdD/tTwz4v8P3mieItM+1Swfa7C7geC4h8yFlkj3RSOu5GVhnKkEA1v0UbAfxG/8FN/+CfHxS/4Jhftj+J/2SPijqX9rf2T5N54d8UQ6VPaW2v6VOm+3vIUmH+/DKqNIkdxBcRLLJ5Rc+A1/an/AMFWP+CU/wCzl/wVm/Zyl+Cvxqtf7K8QaV51z4B8fWNosl/4av3VQXQEr59tLsjWe1ZlWZUUho5YoJ4v5Gv27/8Agnb+1t/wTf8AjHe/Br9qn4UahosqahcW+heJYrWV9G8RxwiJ2udNvGRUuotk8DMBiSIzKkyRSBo19ShXVVWe5jKNjoP+Caf/AAVP/a2/4JS/GO++L37LniPT3i1rTzZ+JvCPiSCW50bW41D+Q1zBFLE/mwO7SRSxyJIhZ03GOaaOT+lb9gD/AIOav+CXv7bfhZIvHPxh0/4LeMbXTxPrHhj4qarBp9qGVLfzWtNTkZbS6i86do41ZobqRYJJDaxoM1/I3RVVaEKur3BSaP78KK/g++Cv7Qfx8/Zt8U3Hjn9nX43+L/AOt3envYXWseCvEt1pV1Nas8cjQPLayI7RF4onKE7S0aHGVGOg+NX7bf7Z37SXha38DftFftc/E/x9olpqCX9ro/jXx9qOq2sN0qSRrOkV1M6LKEllQOBuCyOM4Y55vqbv8RXtD+wT9ub/AILHf8E5v+CeOj6z/wANF/tM+H08TaNiOT4d+Hb2PUvEcty9m13BAbCFjJbedEq7J7nybcGaHfMgkUn+cf8A4LU/8HFf7Rv/AAVQ/tP4B+AdK/4QL4Gw+IDc6b4cgLLqviGGLy/sz6zKsrRybZY2uEtYQsMbyIHa6e2huB+clFb0sPCm77slybCt/wCK/wALvHXwP+KXiX4K/FHQ/wCy/E3hDxBeaJ4i0z7VFP8AZL+0neC4h8yFmjk2yxuu5GZTjKkgg1/Qx/wbg/8ABuD/AMKB/sH/AIKD/wDBQfwH/wAV/wDu9Q+Gnw01i2/5FXo0Wp6hEw/5CXRobdh/oXEjj7XtWy/Eb/gq9/ylJ/aU/wCy/eMv/T3eVcasZ1HFdBNWVzwGv69P+DXn/lBb8Dv+5m/9SfVa/kLr+vT/AINef+UFvwO/7mb/ANSfVaxxn8JepUNz78r+Zn/g8T/YA8U/Bv8AbY0r9vzw/DqF74U+MOn29hrt1IryR6Vr+nWkVqsBZYFjginsYbeSFHlklkkttQbCpGoH9M1eYftm/si/Bz9vH9mHxf8Ask/H6y1Cbwp4z09LfUG0m/NtdW0kU0dxb3MMgBAlhuIYZlDq8bNGFkSRCyNx0ansp3NJK6P4Xq+jv+CWH/BSz4x/8Epf2ttO/aj+EOiafrUT6fJo/i7wzqYCR63o00sMs9oJ9jPay74IZI50BKSQpvSWMyQyX/8Agqx/wSn/AGjf+CTP7RsvwV+NVr/avh/VfOufAPj6xtGjsPEtgjKC6AlvIuYt8az2rMzQs6kNJFLBPL8xV6vu1I90zHVM/tD/AOCen/Baf/gnv/wUs8LaVe/Aj426fpHivVtQvLOD4X+NdRs7DxOJLZGmdksVnkNzEbdfPEtu0sYTeGZXimjj+ra/gPr27wn/AMFMv+CkHgLwtpngbwN/wUD+N2i6Jounw2Gj6PpPxX1i2tbC1hQRxQQxR3ISKJEVUVFAVVUAAAVxywevustTP7gq+A/+C1P/AAXt/Zy/4JWfC3U/CfgvxB4f8cfHK7zaaB8OoNSWb+x5mgjmW+1lYXElpbLFPDKkJKTXfmIsRVPNuIP5efFn/BTL/gpB498Lan4G8c/8FA/jdrWia1p81hrGj6t8V9YubW/tZkMcsE0UlyUlidGZGRgVZWIIINeI04YNJ3kwc+xv/Ff4o+Ovjh8UvEvxq+KOuf2p4m8X+ILzW/EWp/ZYoPtd/dzvPcTeXCqxx7pZHbaiqozhQAAKwKK/Vr/g3B/4IJeOv29/iloP7a/7R/h/+y/gb4Q8QR3enWeqabFP/wAJ/f2k4JsY4bhGjk01ZYzHdTOrLJh7WIFzPJa9U5RpxuyEm2fuT/wb9/sfeKf2JP8Agk38KfhJ8SfAmn6B4x1PT7nxH4vtbbS3tbo3Wo3Ml1Cl+ssUUv26CzeztJRIpaNrTygzJEhr7Noorx5ScpNs3WiPIf8AgoN8LvHXxw/YI+N/wV+F2h/2p4m8X/CDxLonh3TPtUUH2u/u9LuYLeHzJmWOPdLIi7nZVGcsQATX8Ntf34V/I3/wcj/8EsNR/wCCbv7eGpeMPA3hzT7D4UfF7UL7XfhzDp89uq6fIpgfUdM+ywxRC1itri6UQIqGMWs1sokkkSYJ2YOaTcTOa6n551/WL/wSw/4Oav2D/wBtn4OadaftR/GHwh8Gfivp+nyHxXoPivVRpujXbRGFDeaff3bCAxTGZWW0kmN1GUmXbNHD9pk/k6orqq0o1VZkKTif34UV/AfRXN9S/vfh/wAEv2nkf34V5f8Atgfs16D+1V8DtS+GWpny9QjzfeG7trpokttSSORYXkKq2YjvZHG1jsdioDhWX1CiowGOxWWY2ni8NLlqQakmu6/rVdVoc+YYDCZrgamDxUeanUTjJPqn+vZ9Hqfgv4/8AeM/hZ4z1H4e/ELw9caVrOlXBhv7C5Ubo2wCCCCQyspDK6kq6srKSpBOPX6sf8FDf+CeOlftMaXN8VfhXaW9l8QLK3AkjLLHFr0SLhYZWOAk6qAscxwCAI5Ds2PD+X/j/wAAeM/hZ4y1H4e/ELw9caVrOlXBhv7C6A3RtgEEEEhlZSGV1JV1ZWUlSCf7X4J42y3jHLY1KclGvFfvKezT0u0rtuDb0eu9nrdH8Jcd8CZpwVmkqdSLlh5P93U3TTvZN2SU0l70dNrr3bM9o/ZC/wCCiXxl/ZS8jwtj/hJfBsfnt/wi17cCLyZJMN5kFxsd4cONxTDRnfKdgd/MH6QfBj9vP9lP46/ZrPwd8XNPtdTuPsqLomut9hu/Pn4S3RZsLcShhsIgaQBsckMpb8X6K8vizwt4c4prPE2dGu95QtaTb3nHZvfVOMnfVuyR6/B/i3xPwlRWFuq9BWtCd7xSVrQktYrbRqUVb3Urtn9AFFfhP4K+N/xp+GulSaF8Ofi94o0CxluDPLZ6J4gubSJ5SqqZCkTqCxVVG7GcKB2FZ/jb4h+P/iVqseu/EbxzrHiC+itxBFea3qct3KkQZmEYeVmIUMzHbnGWJ7mvzSPgHi3Xalj48nf2bv8A+A86X/kx+pS+kTglh045dJz6r2iUf/AuRv8A8lR+sH7QP/BTr9lv4IaUy6F4yt/Gusy25ks9L8KXcdxESVk2Ga6UmKJd8YVgC8qiRWETKc1+a/7V/wC1f8SP2tviO/jXxtL9l0+13xeH/D8ExaDTICRlQcDzJWwpklIBcgcKioieX1seAPAHjP4p+M9O+Hvw98PXGq6zqtwIbCwtlG6RsEkkkgKqqCzOxCoqszEKCR+p8LeHvDXBSeLh71VJ3qTa91dbbRirbve103a5+R8W+JHFPHTjg5+7SbVqVNP3pdL7yk77La9mo3SM/TdJ1XWrhrPR9MuLuZLea4eK2haRliijaWWQhQSFSNHdm6KqsTgAmq9fpx8Lv2G7b9kP9iT4tX/jN9H1Pxpq/gbXFvdX01JGW3shZSeXaRPKFJUsvmuQke5mVWDCJGr8x69bhni3A8VV8V9TV6VGSipfzu120uivou+/Wx4/FPB2P4Rw+E+vO1WvFzcP5EnZJvq7avtt0uFf0AV/P/X9AFfj/j//AMy3/uN/7iP2r6Om2Z/9wf8A3KFc/wDFb4Z+FfjL8N9a+Fvja087TNd0+S1udsaM8W4fLLH5isqyxttkRip2uitjIroKK/nejWq4etGrSdpRaaa3TWqa9Gf0rXo0sTRlRqx5oyTTT2aas0/VH4P/ABV+Gfir4N/EfWvhb42tPJ1PQ9QktLnbG6pLtPyyx+Yqs0Ui7ZEYqNyOrYwa5+v1g/4KNfsDj9qnQoviT8O5/J8daHp/2e0t57jbBq1qrvILUljtilDO7RycKS5WT5SrxflPq2k6roGq3Oha7plxZX1lcPBeWd3C0csEqMVeN0YAqysCCpAIIINf29wLxlguMcojWi0q0ElUh1T7r+7LdP5bpn8F8f8ABGP4KzmVGaboTbdKfRx7N/zR2kvns0fSH7Df/BR7xn+yjbH4e+MNIuPEngua4V4bBLoJcaQzSAyyWxYEOrKXY27FVaTDB4y0hf8ATD4Q/tK/AX49W6TfCP4q6PrUz28lwdPhufLvY4kk8tpJLWTbNGu8qNzoAd6kZDKT+G9FeFxf4T5FxRiZYulJ0K8tZSirxk+8oXWvmnG+rldu6+g4M8YeIOE8LHB1oLEUIq0YyfLKK7RnZ6eUlK2ijZKz/oAqvq2raVoGlXOu67qdvZWNlbvPeXl3MscUESKWeR3YgKqqCSxIAAJNfhv4W/aF+PvgbQYPC3gn44+MNH0y13fZtO0rxNdW8EO5i7bY45Aq5ZmY4HJYnqa5/wAU+LPFXjnXp/FPjbxLqGsandbftOo6revcTzbUCLukkJZsKqqMngKB0Ffn1HwDxTrtVcfFQ6NU229ezkkrrzdn3P0et9InCLDp0cvk59U6iUVp0ag27PyV122P0o/ar/4K8fC/4b21z4U/Zyjt/FviGK4WN9VuYH/si3CyOsoDK6PcthBtMeIiJVcSttKN+b/j/wAf+M/in4z1H4hfELxDcarrOq3Bmv7+5YbpGwAAAAAqqoCqigKiqqqAoAGPXvH7Df7DfjL9r7xk11dPcaV4L0q4Vde15EG6RsBvsltuBDTspBJIKxKwdgSY45P1bKeHuEvDXKauLT5Ul79Ses5eSsurtaMVq7aNn5FnHEnGPilnFLBtczb9ylDSEf7zu3sr3nJ6K+qR4PRRRX3x+dH7gfsmf8mrfDP/ALJ9o3/pDDXoFef/ALJn/Jq3wz/7J9o3/pDDXoFf58Zx/wAjfEf9fJ/+lM/0gyT/AJEuG/69w/8ASUfP/wDwVI/5MS8df9wz/wBOlpX4/wBfsB/wVI/5MS8df9wz/wBOlpX4/wBf094Ff8kjX/6/y/8ATdI/lL6QP/JZYf8A7B4f+nKpoeGfC2veMNRk0nw5Y/aLiHT7u+kj81UxBbW8lzO+WIHywxSNjqduACSAc+voD/glv/yfb4F/7if/AKa7uvYP+Ckn/BNv/hX/ANv/AGhv2edA/wCKf+a48TeGbOL/AJBXdrq3Qf8ALt1Lxj/U8sv7rIh+3x3GeXZXxbTyTGPk9rTjKEns5OU4uD7X5Vy93db2v8Hl/A+ZZtwbUz3BLn9lUlCpBbqKhCSmu6XM+ZdFZ7c1uX/Yr/4KoeM/gHpWn/Cz4zabceI/B1hbyRWN1aKG1TT1Cr5MKGSRUmgUqVCNtZFkG19saRH9EPhB+0r8Bfj1bJN8I/iro+tTPbyTnT4bny72OJJPLaSS1k2zRrvKjc6AHcpGQyk/hvRXzPFXhFw/xFiJYrDyeHqy1bik4yb3bhprfqpK/VN6n1PCHjNxHwzho4TExWJoxsoqTanFLRJTs9LdJRlbo0tD+gCq+ratpWgaVc67rup29lY2Vu895eXcyxxQRIpZ5HdiAqqoJLEgAAk1+G/hb9oX4++BtBg8LeCfjj4w0fTLXd9m07SvE11bwQ7mLttjjkCrlmZjgclieprn/FPizxV4516fxT428S6hrGp3W37TqOq3r3E821Ai7pJCWbCqqjJ4CgdBXwdHwDxTrtVcfFQ6NU229ezkkrrzdn3P0Kt9InCLDp0cvk59U6iUVp0ag27PyV122P1I/ai/4Ks/AX4OaVfeH/hHq9v418U/Z2FmdNbzdLtpSsZR57lWAlXbIW2wFyWiaNmiJ3D81/jr8dfiR+0Z8R734ofFDWfteoXWEhhiBWCygBJS3gQk7Il3HAySSWZizszHj6K/XuEuAcg4PhzYWLlVas6krOTWl0rWUY6bL5tn4xxj4icRca1OXFyUKKd1ThdRT1s3dtylZ7t+iWwV7h+wJ+yheftXfHG30TU4tnhjQfK1DxRNJDMUmgEqgWavGV2Sz/MoO9SESV13GPacf9lT9jr4uftYeM7bRvCGj3FloK3DJq/iy5s3NlYqgRnUNwJZ9sibYFbc29SdibpF/Xj4F/Av4cfs5/Diy+F/wv0X7Jp9pl5ppSGnvZyAHuJ3AG+VsDJwAAFVQqKqj5rxM8RMNw3gpYDBTvi5q2j/AIaf2n/e/ljv9p2Vr/U+FnhpiuKMdDMMdDlwdNp6r+K1ryr+7/NLb7Ku78vYUUUV/IR/aAV8hf8ABeT9l346ftn/APBKL4q/s1fs1eBv+Ek8beJP7D/sXRf7TtbP7T9n13T7qb99dSxQpthglf5nGduBliAfr2inFuMk10B6n8hf/ELz/wAF0v8Aoxz/AMyZ4Y/+WVfXv/BBv/gg3/wVd/Yw/wCCrvwq/aV/aV/ZV/4RvwT4b/tz+2ta/wCE50K8+zfaNC1C1h/c2t9LM+6aeJPlQ43ZOFBI/o3oroliqkotNLUhQSYUUUVzFhRRRQAVwH7Sv7K/7OX7Y3wtu/gr+1F8GfD/AI48M3fmN/Zmv2CzfZpmglg+020nElpcrFPKqXMLJNH5jFHU8139FCbT0A/nn/bm/wCDLLx14W0fWfHn/BPT9pn/AISj7NiXTPh38R7WK1v5oY7Nmkjj1WDbbz3MtyirFHLbWsKrP+8nXyi8n5qfGr/ghl/wV8+Afim38H+Of+CePxPv7u509LyObwV4dfxLaiNnkQK91pBuYI5cxsTEziQKUYqFdC39odFdMcXUjvqQ4I/gu+KPwo+KXwP8dX3wu+NXw18QeEPE2l+V/afh3xRo0+n39p5kSTR+bbzqske6KSORdyjKurDIINen+E/+CZv/AAUg8e+FtM8c+Bv+Cfnxu1rRNa0+G/0fWNJ+FGsXNrf2syCSKeGWO2KSxOjK6upKsrAgkGv7gqK0+uPsL2Z/KV+xr/waZf8ABVP9pn+zvEvxf8N+H/gz4Zu/7MuXu/HOpCbVZbC6y8zwabaeZIlzBEAWtb1rJt8iRllIlMX7k/8ABLD/AIN7f2D/APglpqOnfFXwfpGoeOfiva6fJBN8SfFbgyWrT28MV0un2aHyLGJzHLtYiW6SO6mha6kjcqfuyisKmIqVNHsUopBX8tP/AAUG/wCDcr/gsv8AHD9vf43/ABq+F37HH9qeGfF/xf8AEut+HdT/AOFheHYPtdhd6pcz283lzagske6KRG2uqsM4YAgiv6lqKmlVlSd0NpM/kL/4hef+C6X/AEY5/wCZM8Mf/LKv6N/+CDf7Lvx0/Yw/4JRfCr9mr9pXwN/wjfjbw3/bn9taL/adrefZvtGu6hdQ/vrWWWF90M8T/K5xuwcMCB9e0VdSvOrGzEopMKKKKwKOQ+PnwD+Dn7Ufwc8Q/s/ftA/D7T/FPg7xTp5s9d0LU0JjuI8hlYMpDxSo6pJHLGyyRSRpJGyuisPxG/b/AP8Agy607xF4pfxv/wAE1P2gdP0G0v8AUC114C+KlxcPa6dG73EjG01K1hmnaKMG1hjt54JJCqySSXbthD+9FFaQqzp/CxNJn8Znxy/4IG/8Fjf2ef7L/wCE+/4J8+P9Q/tjz/sn/CDWcPijy/K8vd5/9jSXX2bPmLt87Z5mH2bvLfb4D8cv2UP2pf2Yf7L/AOGlf2a/H/w8/tzz/wCxf+E58G32k/2h5Pl+d5H2qKPzfL82Ldtzt8xM43DP92NFdCxkuqJ9mj+E74G/softS/tPf2p/wzV+zX4/+If9h+R/bX/CDeDb7Vv7P87zPJ8/7LFJ5XmeVLt3Y3eW+M7Tj6d/Zq/4Nz/+Cxv7T32TUPDv7F3iDwlpM3iCPSr7V/iXND4d/s/PlF7qS0vWjvZbaNJQxkt7ebdskSMSSIyD+xSih4yfRByI/Gb/AIJy/wDBnh+zl+zz460D41ftxfGX/hbWraT9hv4/AOnaGtp4cjv1ikM8F2Zmkm1a2WZomjBW0WQQETwyRzNAv7E+E/CfhbwF4W0zwN4G8NafouiaLp8Nho+j6TZpbWthawoI4oIYowEiiRFVFRQFVVAAAFaFFc06k6jvJlJJBRRRUDCuQ+PnwD+Dn7Ufwc8Q/s/ftA/D7T/FPg7xTp5s9d0LU0JjuI8hlYMpDxSo6pJHLGyyRSRpJGyuisOvoo2A/n3/AGuv+DJnxTBqM+t/sGfti6fdWk2oQJbeGPi7YPBJaWv2c+dK2p6dFILmU3CgpELGFRHKQZC0WZfiPxZ/wawf8FwfDvinU/D+j/skafr1pYahNb2uu6T8R9BS11GNHKrcwrdXsM6xSAB1EsUcgVhvRGyo/rkorpjiqsV3IcIn8hf/ABC8/wDBdL/oxz/zJnhj/wCWVH/ELz/wXS/6Mc/8yZ4Y/wDllX9elFP65V7IORBRRRXKWFeb/tBfsl/AX9pvSms/iv4Et7m+S3MVnr1p+41C0AWQJsnXllVpXcRPviLkFkbFekUV1YPG4zLsRHEYWpKnOO0otpr5o5MdgMFmWGlh8XTjUpy3jJJp/Jn5n/HX/gjH8ZfC15e6v8BvFen+KdMXD2mlajMLPUvmmKiIFsW8uyMozSl4t2HxGCFDfP8A4p/Yo/a58H69P4c1b9nHxhNcW+3zJNK0Oa+gO5Qw2z2wkifhhnaxwcqcEED9sKK/W8q8buKsFSVPFQhWt1acZdN3F8r/APAb3e5+N5t4DcI46q6mEqVKF3smpR67KScl0+1ay2PwH1bSdV0DVbnQtd0y4sr6yuHgvLO7haOWCVGKvG6MAVZWBBUgEEEGvQNJ/Y7/AGsNa1W20az/AGbfHCTXdwkMT3fhi6t4lZ2CgvLKipGuTy7sFUZJIAJr9uKK9zEePmOlBKhgYxfXmm5K/klGNvS79UeBhvo75fGbeIzCUl05aai7dbtylf1svRn5f/BT/gjX+0F45+0Xfxj8Raf4Ft496QQ4j1O7mceWVbZBKIliIZxuMu8NHjy8MGr74/Z+/ZL+Av7MmlLZ/CjwJb2189uIrzXrv9/qF2CsYffO3KqzRI5iTZEHBKoua9Ior804l8QeKOKl7PF1uWl/JBcsfnq3L/t5yt0sfqfC3hvwnwjL2mDo81X/AJ+TfNP5aKMfPljG/W9jj/2hvC2veOvgD458E+FrH7VqeseD9TsdNtvNVPOnltZI403OQq5ZgMsQBnkgV+V//Drj9u3/AKIUf/Cn0v8A+Sa/YCiteEfELOuDMNVo4KnTkqjTfOpN3Stpyzj+pjxl4b5HxxiaVfH1KkXTTiuRxSs3fXmhL9D8f/8Ah1v+3b/0Qv8A8ufS/wD5Jr9gKKKx4w47zfjX2H16FOPsua3IpK/Ny3vzSl/KrWt13N+C/D/JuBfb/UKlSXtuXm53F25Oa1uWEf5ne9+mwUUUV8UfdBXk/wC0z+xX8Bf2r7eCb4n+H7iLVrO38iw8Q6Rc+Re28XmLIY8kMki5DALKjhPMkKbWYtXrFFdmAzDHZXio4nB1JU6kdpRbT/Do9mtmtHocWY5bgM2wksLjaUalOW8ZJNfj1W6e6eq1Py3+L/8AwRv/AGmPBNy9x8LNV0fxrYm4jjgSG5XT73aY9zySRXDCJVVwUws7scq20ZYL4fq37Hf7WGi6rc6Nefs2+OHmtLh4ZXtPDF1cRMyMVJSWJGSRcjh0YqwwQSCDX7cUV+u5d448UYWlyYqlTrNfas4yfryvl+6KPxnM/ALhPF1efCValFP7N1OK8lzLm++TPw//AOGTv2p/+jaPiB/4Rt9/8aroPAv7AX7ZXxE+1f2B+z14gt/sezzv7dhTS92/djZ9taLzfunOzdtyN2Ny5/aCiu2t4857Km1SwlNS6NuTX3Jx/NHBR+j1w/GonVxlVx6pKCf3tStr5P8AU+D/AIFf8EUtB0q8ste/aI+J39q+Xl7nw74biaKB3WYFVa7kxJJE0QIZViicF/lkGzLfcHhbwn4V8DaDB4W8FeGdP0fTLXd9m07S7JLeCHcxdtscYCrlmZjgclieprQor8s4g4t4g4oqqeY13NK9o6KMb9oqy8ru7tu2frfDfB3DnCdJwyygoOSSlLVylbvJtvzsrRvskfj/AP8ADrj9u3/ohR/8KfS//kmj/h1x+3b/ANEKP/hT6X/8k1+wFFfo3/EdeLv+fFD/AMBqf/LT8z/4l+4N/wCf+I/8Dp//ACo4/wDZ58La94F+APgbwT4psfsup6P4P0yx1K281X8meK1jjkTchKthlIypIOOCRXYUUV+O4mvPFYmdae8m27bXbvoftmFw8MJhYUIbQSir72Ssrnz/AP8ABUj/AJMS8df9wz/06Wlfj/X7Af8ABUj/AJMS8df9wz/06Wlfj/X9UeBX/JI1/wDr/L/03SP5F+kD/wAllh/+weH/AKcqn0B/wS3/AOT7fAv/AHE//TXd1+wFfj//AMEt/wDk+3wL/wBxP/013dfsBX5z46/8ldQ/68R/9OVT9N+j9/yRuI/7CJ/+m6R8z/tRf8EuPgL+0Rqt7448O3Nx4O8U39w095qmmxeda3krNHvkntWZQWKq53RNEWeVnk8w8H4f+L3/AAS3/bB+Etu+pQeBbfxXYxW8ck134QujdMrPJ5fli3dUuJGHysSkTKFbO75W2/rxRXz3DnipxZw7SjQVRVqUbWjUu7LtGSaktNEm2lpZW0PpeJvCLg/iWrLEOm6NWV7yp2jdvrKLTi3fVtJSld3lezX4X+Kf2evj74G0GfxT42+B3jDR9Mtdv2nUdV8M3VvBDuYIu6SSMKuWZVGTyWA6msfwV8PPH/xK1WTQvhz4G1jxBfQ25nls9E0yW7lSIMqmQpErEKGZRuxjLAdxX70UV91Dx8xqotTwEXPo1UaS9Vytv/wJH5/P6O2BddOGYSUOqdNNv0lzpL/wFn4v+Bf2Av2yviJ9q/sD9nrxBb/Y9nnf27Cml7t+7Gz7a0Xm/dOdm7bkZxuXP1h8Cv8AgiloOlXllr37RHxO/tTy8vc+HfDcTRQO6zAqrXcmJJImiBDKsUTgv8sg2bm+8KK+Xzvxl4uzSm6WHccPH+4ryem3NJu2uqcVFrufWZF4H8GZTUVXEqWJkuk2lBO+6jFK+mjUnJPsjP8AC3hLwr4G0GDwt4J8M6fo+mWu77Np2lWSW8EO5i7bY4wFXLMzHA5LE9TWhRRX5POc6k3Obu3q292+7P2GEIUoKEFZLRJaJJdEFFFFSUFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAH5if8G6//AAVK+Ln7T3/BM7x5+11/wUs/af8AD/8AxTHxfu9Ek8a+KI9K8P2Gn2H9n6O0EMskMdvbrm5vXVWf5maZUyflUfoZ8Ff2g/gH+0l4WuPHP7Ovxv8ACHj7RLTUHsLrWPBXiW11W1hulSORoHltZHRZQksTlCdwWRDjDDP8vP8AwQI/4IV+Ov8Agr3o+o+Nfj18X/EHhv8AZ98CeIL+2js/D+sRG/1DxHcWdoZ0soZllhs8Qrpz3F1JCTKsVtAiuQ0lr6f/AMFGv+Ccv7T3/Br5+094J/4KGf8ABPP42ahqvw41XUItBI8XXMMt19qeFp59E1aCBYE1CxuktJZo5YUjaJocHyJ4La5m7KlGnKo4p6/gQpOx/TNRX88/7ev/AAjv/BCL/g5s8G/tt23/AAkGnfCP41edrPjd7f8AtC3sI/7Tea01tHmX7S2p/Zrswa49oifK01rEkUW2CWvT/wDg6+8S/GP9s39rb9mn/gjV+z1bahLrfi7UP+Ep1W2uNJEmntJcyzadYXsk0Ec13HFZQwa1NdFYxGlvKJWEpj/dZKjeS10avcfMfuTX5ifsjf8ABab9qXxj/wAF4Pif/wAElP2w/AXgDwppOlf21/wqyXQNKvpNV1jyjDqGm/abhby4tl83Q2mu3zHDh0VD5cn7k/o58KPhd4F+B/wt8NfBX4XaH/Zfhnwh4fs9E8O6Z9qln+yWFpAkFvD5kzNJJtijRdzszHGWJJJr8Nv+Dsr4B6j+yH+1t+z3/wAFlfgV8PtPbW9J8X2Vn4rub5LddPvNZ0qWPUdEa5hhMV3cyzQ297DLL5jAW+nW0QaEqnmKioyk4vrsErpXP25/aD+NXhb9m34B+OP2ivHNhqF3ongHwhqfiPWLXSYkkuprWxtZLqVIVkdEaUpEwUM6qWIBZRyPyF/ZT/4Ke/8ABwT/AMFYf+CXvxM/aK/Y08I/BHRfHWi/E/S/Dnhm18NWEttqb2sMAutWeNdbubjTzKReaUIzM4XyF1IbRMLUk/4O3f8AgoX4W1T/AIJe/CP4Z/AzxTqF3on7SOoW3iO11WPR0W11TwxYwW1+qSfalW4tpZLq80e4QLGr7beVJGQZjk7/AP4Kw/si6d+wd/wafa9+yTaWWnw3fgzwh4Qt/EDaTf3Fza3Osy+JtLuNTuYZLkCQxTX011MoKoFWQKqRqAi3TilFXWrYm7s/Qz9gb/hsf/hjj4ff8PAv+Ef/AOFxf8I+n/Cc/wDCNbPs32ne3l7/AC/3P2nyfK+0eR/o/wBo87yP3Pl1f+Cv7bf7GP7SXim48Dfs6/tc/DDx9rdpp7391o/grx9p2q3UNqrxxtO8VrM7rEHliQuRtDSIM5YZ/Db/AIL4fEX9o3wt/wAG6/7D3gfwHB9m+GfijwB4Th+Imp2+otFNNfweG7OfStPeNZ18+2l2X9y6tFIqzadavviZUEngOi/8Etf+CVn7Vf8AwgHiz/giR/wVt/4Q74uWfiDSpbnwl+0j4mPh3VYL+6w9hHpN1Z6dC02pW93EImjsxdqXljZJ49sX2kVGMlzN2+QczWh/UtRX88//AAWX/wCFpf8AESB+wR/wvL/hH/8AhNv+Ef8Ahb/wmH/CJ+f/AGV/av8AwmF79r+x/aP332bzvM8rzPn2bd3zZr9mv+Cr3/KLb9pT/sgPjL/0yXlZypcvLruUnc9+rzDxL+23+xj4M+Mcf7OvjD9rn4YaT8QZtQtLCHwLqfj7ToNZe6uhG1rALJ5hOZZhNEY0CbnEqFQdwz+I2mft3/GP9gr/AIM6/g94n+AOs6honiv4g+L9Y8G6f4r0nUBb3Wgx3Gv+ILu4uoSY3Pmtb2M1srI0UkTXQnjkV4Vz0H/BO3/gzo+AfxP/AGSfCfxV/bz+L/xP0T4g+KtPi1i58LeDpbXTI/D9rcRRyQ2F1HqOnzTtfRgkz5ESxyM0IRvJ86WvZQim5PrYXM3sfvRX5C/8EjP+Cof7dP7T3/Be79p39iz45fHH+3Phn8PP+E1/4Q/w1/wjOmW39n/YPFNnYWn+kW9tHcS+XbSyR/vJH3btzbmAYfnn/wAEl/2aPjH+xr/wdU+C/wBlb46+MdQ8Q634B1DXtFsdd1O4Ekl/o0Pg2/XSJgonn8iJtM+xGO28xjbxlIDtMRUfR3/BBH/laT/bS/7qN/6m+n1fsowUuulxXbP34r4T/wCDe/8A4Ke/Hz/grD+xj4m/aK/aK8I+ENF1vRfife+HLW18FWF1bWr2sOnaddK7rdXNw5lL3koJDhdqoNoIJP3ZX5C/8GWf/KLbx7/2X7Vf/TJodYxSdKT9Cnufr1XAeAf2r/2Wvit8Uta+Bvwu/aU8AeJPG3hv7T/wkXg/QPGVjearpX2edbe4+02kMrTQeVM6RPvUbHZVbDECvxm/4Owv2hf2jfjz+178B/8Agi/8FfFP/COaT8T/AOyL/W7i61VorDXb/UtZfTdMgvVigaZba0mtJLghWkWRriNzCZLSFq6/xL/wZm/APwD8HI/FP7Ln7aPxP0j47+H9PtL/AMKeL9T1C1tNGTX7YxyicQ2lr9ssYnljby3juZZbUukmbkxbJLVKCinJ2uK7voftTRX8rX/BCH9hDUf+CjP/AATV/bo/Zv8AB2jafd+MTp/gXWvADXmn280i6zYya7cQwwSXEkSWkt0iS2BuTIoijvpS25N6N+jf/BqH/wAFC/hpB/wSD8deBvjD4p0/SbT9mfUNV1PXZLPR715LTwxdJcaut9OVWQXMpuF1hAluN4jtIgYtzK8rnQ5E7O9gUrn7FVwHxy/av/Za/Zh/sv8A4aV/aU8AfDz+3PP/ALF/4TnxlY6T/aHk+X53kfapY/N8vzYt23O3zEzjcM/zsf8ABM/41fEt/g5+3F/wcn/tC2GoXPxB07T5/Dnwm8Q2MVlqdvofifWClvvtrbUnmngi08Xmi28RZyi6fcXNuq3ODGv5KfFH4r/FL44eOr74o/Gr4leIPF/ibVPK/tPxF4o1mfUL+78uJIY/NuJ2aSTbFHHGu5jhUVRgACrhheaTTewnPQ/vB8J+LPC3j3wtpnjnwN4l0/WtE1rT4b/R9Y0m8S5tb+1mQSRTwyxkpLE6Mrq6kqysCCQaPFnizwt4C8Lan458c+JdP0XRNF0+a/1jWNWvEtrWwtYUMks80shCRRIis7OxCqqkkgCv5ef+DSb9ub9o34Rf8FI/Dn7Efhrxl5/wz+LH9rTeI/DGoq0sNtf2ej3V5FqFp8w+z3LfY44JGGVlhIWRGaK3eHsP2TP+CSuo/wDBXL/gtb+2V8Kvid8UPF/hr4MeEfjd4l1rx0vhLU7eOTUNZbWtWt9HhEdwXRZQkupyrcm3nEccU8P7o3avUyw6jJqT0WoKV0f0reE/Fnhbx74W0zxz4G8S6frWia1p8N/o+saTeJc2t/azIJIp4ZYyUlidGV1dSVZWBBINaFch+z58FfC37NvwD8D/ALOvga/1C70TwD4Q0zw5o91q0qSXU1rY2sdrE8zRoiNKUiUsVRVLEkKo4HX1zO1yz5//AOCpH/JiXjr/ALhn/p0tK/H+v2A/4Kkf8mJeOv8AuGf+nS0r8f6/q/wK/wCSRr/9f5f+m6R/H30gf+Syw/8A2Dw/9OVT6A/4Jb/8n2+Bf+4n/wCmu7r9gK/H/wD4Jb/8n2+Bf+4n/wCmu7r9gK/OfHX/AJK6h/14j/6cqn6b9H7/AJI3Ef8AYRP/ANN0gooor8WP3QKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigD+Ur/ggR/wAF1PHX/BITR9R8FfHr4QeIPEn7PvjvxBf3Md54f0eIX+n+I7eztBO9lNM0UN5mFtOS4tZJgYlltp0ZCWjuvT/29/27PjH/AMHTP7eHwq/YY/Yx+Gvi/wAMfCjQdQW/1K71OES3VvHKYI9Q8Q6paRXf2NIrGJnito/OMjtPIizeZfpbx/0zUV0uvHn51HUjldrXPzU/4OqP2ENR/bF/4Je6t8S/A2jafN4r+CeoN4yt5pNPtzdTaNFBImrWsd1NJGbaIW7LfOqlzM2lxRiN3MZT4S/4NQPgb8Uv27/26fiD/wAFX/2t/FHiDxX4g+HXh/TPDPhfxNrVlOP7T1WXTBpz3DXqOiXVza6TbRwTJKszyf2rHcSsJdkkn37/AMHPnjf9r1v+Cc0n7On7FPwd8f8AjDxN8U/EEekeJo/AHgvWdSubPw5HG816TPpyGO286VbS1aO4JFxb3V2ixuBI0Xv3/BHH9hnR/wDgnj/wTm+Gf7On/CG/2N4mTw/Bq/xEjmazluZfEd5Gs1+Jp7RRHc+TK32WKTMhFvaW6eZIIwxFNxw9u/8ATC15H07XzF/wWO/YZ0f/AIKHf8E5viZ+zp/whv8AbPiZ/D8+r/DuOFrOK5i8R2cbTWAhnu1Mdt50q/ZZZMxk293cJ5kYkLD6dorni3F3Re5/K1/wb0eGviD/AMFOP+CrXwB0v463On61on7LnwwlvLFtT1a/W9uNP0zU7m40hRIJH8yW01PWbIRxZhtxZ2CRFWCFJv2p/wCDob/lBb8cf+5Z/wDUn0qvvyitZ1uaopW2JUbKx+Qv7WP7XP7e/wCxh/wQR/ZY+KP7I/7MXgD4seCb/wCAOhaV8ZfDvjTwVqmu/ZtKfwtbTC6kt7KWKFNNWGC+ju5Llig862XG13I/JX/gpt+1H/wSD/b7+H3hG1/4Jvf8E1fF/wAM/wBobxT4v0ZPEGl6Bp6HRrmNrCW1k0rS7KxvDFLK941n5bxafbyTmNnYLJK6P/XJRVQrKGtvxBxufgP/AMHI/wCzV+2P+zNrH7If/BXTVdJ/4T74jfB7w/4f0r4zeJbeBJfDkWu6XeW1/Y3T28EdtPHbXmo3GpI8gEUWPssQFtJLGsuf/wAFEv8Ag6v+H37dH/BPfxZ+yv8Asc/s0/E/Sfij8QPCEtn4wa80+wvNP0TRhZyXGvtBJG00t5EtnFdQmV7a1MdvJLdloGgCH+giikq0bLmjewcr7n8++mfsIfGP9vX/AIM6/g94Y+AOjahrfiv4feL9Y8Zaf4U0nTxcXWvR2+v+ILS4tYQZEPmrb301yqosskrWogjjZ5lxofsM/wDB2R8Lf2K/2ING/ZD/AGuv2PfH9v8AFz4OeHz4N0/R9DtILSwvf7LtltLOPUGvZ1utMud0IguVEFxsaJ5lT5/ssX78UUe2jJNSV9bhy22P5af+CNf7R/7Rv7X3/B0B8OP2nv2rtH/s/wAbeOf7Y1e7s00RtPhisJfBV6dNFvC43fZvsH2TyZGLtLD5crSStIZH+nv+CCP/ACtJ/tpf91G/9TfT6/fiinKupX06WBRsFfzM/wDBvf8A8HB/7GP/AASe/Yx8Tfs6/tFfDL4n61retfE+98R2t14K0XTrm1S1m07TrVUdrq/t3EoezlJAQrtZDuJJA/pmorOE4xi01e42m2fzsf8ABarxF8Y/2ydf/Zh/4OS/+CfnwT8X+JfB3hnT2F94f1/wmJpPDUnhjxBf30V9qken3kr/AGGd0vPMkRkjgjtFMk6Pcxovp/7R/wDweM6P8ZP2crP4Wf8ABPT9lnx/Z/tBeM/sWkaZFrmlWeo2Gj390ojkOnpBLJNq1yszLFbRy20Kys6SyRkIbSX92KKv2sGknG9ttRcr7n4D/wDBjb/zdB/3JP8A7nq+Qv8AgvX+zV8Uv2Gv+CsPxs+BvwV0n/hL4P2u/D9pqumaWkE+oauP7U8T2upyWtvHBHEPtLa1oskUMarPm0mjUlpnLJ/VrX4bfBX9nX9pT/gq5/wct3H7Y/7Vf7MXxP8ABPwf+C+nvefCKbxr8ONW0i11iPSLuNNKVLqe2sZI5Zb68m1sRTrLIqxvaOrxKSmlOrzVZTe1hNaJH274l/4I5adrv/BA6P8A4JD6XqWn6LrafDC0t21HTNZuH0+TxbDPHq0lyZ7iCWb7DPrKNJIBCHFvM6xJEQip+Ov/AAT+/b//AOCeH/BMDwL4g/YA/wCC0H/BGvw/q3xM+G3iCe2t/Elp8JvD+savfwzyyXLJqMupSx+b5fmoba6glkhntJYNiqsSy3H9O1FZRrWTUle+o3E/Af8A4IP+Kvj9+35/wV1179sX9mj9kH4QfDX9l7wH4g1mGym0v4D+GdEv4YZtOuLXT9PttQt7KW9fUmSe3urxYrzyUV5VLpFPbW8vv3/BuX/ylJ/4Ka/9l+j/APT34qr9eqKJVea+m4KNgooorEo+f/8AgqR/yYl46/7hn/p0tK/H+v2A/wCCpH/JiXjr/uGf+nS0r8f6/q/wK/5JGv8A9f5f+m6R/H30gf8AkssP/wBg8P8A05VPoD/glv8A8n2+Bf8AuJ/+mu7r9gK/H/8A4Jb/APJ9vgX/ALif/pru6/YCvznx1/5K6h/14j/6cqn6b9H7/kjcR/2ET/8ATdIKKKK/Fj90CiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigDj/AI9/BTwr+0T8JtW+DnjbUNQtdM1jyPtM+lSok6+VPHOu1pEdRlolByp4J6HkfN//AA5S/ZY/6H74gf8Ag1sf/kOiivocp4r4jyLDPD4DEypwb5mltdpK+3ZL7j5vOOEOGeIMSsRmOFjVmlypyvflTbtv3bfzOw+An/BL34Bfs7fFnSfjH4J8X+MLrU9H8/7NBquoWrwN5sEkDbljtkY4WViMMOQOo4P0hRRXFm2dZrnuJWIx9V1Jpcqb3sm3b72/vO7J8jyjh/DPD5dRVKDfM1HbmaSv9yS+QUUUV5Z6wUUUUAFFFFABRRRQAUUUUAf/2Q==\" alt=\"logo\" />\n",
       "                </a>\n",
       "            </div>\n",
       "           \n",
       "            <div class=\"container\">\n",
       "                <div class=\"hero-content\">\n",
       "                    <div class=\"hero-logo\">\n",
       "                        <p class=\"hero-logo__subtitle\">Components Report</p><p class=\"hero-logo__subtitle2\">Showing groups of similar images, from different classes</p>   \n",
       "                    </div>\n",
       "                </div>\n",
       "            </div>\n",
       "        </section>\n",
       "     <section class=\"components\">\n",
       "        <div class=\"container\">\n",
       "    <div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"0\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>component</td>\n",
       "    <td>45</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>num_images</td>\n",
       "    <td>2</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>mean_distance</td>\n",
       "    <td>0.9688</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    <div>\n",
       "                    <div class=\"component__Label__table\" data-number=\"0\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Label</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>medium_vehicle</td>\n",
       "    <td>1</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>small_vessel</td>\n",
       "    <td>1</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"1\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>component</td>\n",
       "    <td>59</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>num_images</td>\n",
       "    <td>2</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>mean_distance</td>\n",
       "    <td>0.9576</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    <div>\n",
       "                    <div class=\"component__Label__table\" data-number=\"1\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Label</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>medium_vehicle</td>\n",
       "    <td>1</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>medium_vessel</td>\n",
       "    <td>1</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAIBAQEBAQIBAQECAgICAgQDAgICAgUEBAMEBgUGBgYFBgYGBwkIBgcJBwYGCAsICQoKCgoKBggLDAsKDAkKCgr/2wBDAQICAgICAgUDAwUKBwYHCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgr/wAARCABaAKQDASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD+f+ivpr/gln+whpf/AAUF+OviP4T61qmq2VroPgefX5rnSZo0dBHfWNrlvMjcFP8AS+gAOdpzgEH6T8Q/8EN/APgrxHZWvi/xT4nhsbi48vauq23nSgddpW0fb1HJU/SgD80qK/Wex/4IYfsQ6nFJL/wt34mWTRQq5jmvLGUSEuqna32JCqpu5ZlAbHGMivk39r7/AIJw6X8BPjtB8HfhjrPiXxNHLYQ3r3lvo0tzJDG4wEdYoVUMTlgd20BlGSaAPkqiu9+OXwG8efAfVoNH8d+B9c0SS6lnFquuWf2eSZEK8iM/MuA4znrkY71wVABRXo/wx+EI8a+ET4hutLktrVr+5tX167ilayg8uGFypKbcSL5gP3mzvGUxgn1fxj8Ffgn4R1vQL21+E7alBYX1rdeIdIfxVLC+o2CCMzKGIBiaUvgbcMA2RjrQB8w0V+yvx3/Zp/4N4tL/AGTPib8UfgP4HluNWg8Lapp/hW8134kXP2nTvESaRdXNnJFbLfqbiKSaKMDzIpEL7lwQCo/GqgAoor9JP+CAf/BM79m3/gox4b+Ncfxz8L3Gpat4Pj8PHwmI/EElhHvuv7TM8RKSLud/s0QUkMF2sSOeQD826K/d34H/APBG7/glz4gl8R/C34r/AAOn0nxdpmqBbMXXjnUw8kLyCMRLiZI3kTBOV3Bt3TjnoL//AIIS/wDBM+xvZbRfhPI9uLlo4Jk8UaqXKjk7sXe0MNwU8dvrQB+AVFFfUP8AwTR/Z8+Anxz8R+K7v43+Hr3WRoVjBPpuj297LBDMGS4Msk7wssgRBGjZV1+bA5zigD5eor9a9I/Y9/4JQeLv2cdDl8WfC/wf8MvEtvJPd67ruv8Aj7XJr67t/lZIYrL7ZsDANgBEZnBU8bWLfOfjX9kn4E/FP4vzeA/hV8KtO8AaToto86alr+v37P4iZRkiMXExVFOB8qHcA2S/90A+IKK+4/BP7LnwA8XfEO60jVv2fPsqXG02lhpeoam0cKLGN7Ay3e/ljuLM7AcYUqRns0/4JpfCXxNLa+Evhb8JbzW9b1VsWvmTagkcHsG84B+o5xzjgUAfnTRXpv7YP7P/AIm/ZY/aM8R/Abxhop03UtBNp9psiXPl+daQ3C8v83KyqefWigD9B/8Ag0O87/h5P408l1ZT8E78S2zRq32hDreiAxjcwAPO7Jz93p6fen/Bw9o3iD4O/s6+BvG/7Odx/YeuXXxLt7Z9L0+1LtrU1xAGjgDyFmilUrk7HUbZF2qc5H5wf8GuFrDdft/eL5ryVo7aD4Q3clzIibiif21oykgdcgsMYxg4PQEH+hHw3pOha3faRaavpd9cw2d/azLJc20Vx5F0VtUt7rMoIjlICfvkA2qhVVDNuoA/nC+O/wAZ/wDgoOnjvU/G2mfEDx5Pp006WRl1TwvPYDQrgGONNLcTNKtvLCwREaRw0iMhUkOwX6t/4JtfAf8Aax/bq+K3h74Yft6fF7xBoXwo0TQLi9/4SKz8Q2fh28ubhi0FqsF3EwN3NlTvEiybF44DIze2f8Fh/wBt34han8efH/7Pur/Fe88M+DrG0tGa1Di3/taSzngaKVpFjIZhNHuB+UDoOgFfKn7Kv7UHwvg+PnhTxd8QfEuk6XpGh3qQWel6/C9/pVxOjCREuJZG3GBpkDMPuoHk2lAcEA57/g5W/wCCan7Jn7BF78H/ABx+zD8WfF/i6T4iS+JF8RX3ivxdb6vsex/ssxCOSGJCpP22XduLE4Tpg5/LWv0b/wCDgz44eKvi14t+HGj6/pnwihtdKOtXOmTfCGLT/sksVyunkCV7RmJYCJQEl+Zcnk7jj85KAP1e/wCCR3wQH7S/7DXwu+AUXirSNIk179pbx9P9p13RZL6222fgfSb1sqjr5bbYGAkyCu75TnGftL4E/wDBL/8AZp+KXjLxNon7dniPWr+U6r4X0zwTL8Pr2W1Sad9Kln8+U3HmNM1xswAWcjyRwqruHyL/AMESviN8b9L/AOCeGpeBfgf8JLO6124+MesJonjqXWYlm0aS807Qbe5jS1kUrKHt4ypZgRhyoxk5+3fh38YP21vhlo1v8OfjH+zsl1q+k66LyPWYjHEZVTTxZW6BWUg7We4kDKR8szIMDOQD5L/a3/4Jt/sAeB/+DeyD9t74f/DbX4fijA9jYnxg+vztb6pI+rC0nZ7Ut5UUXlmZUXyo5EkQAswLNJ+MFfuV+1x8Zvij4f8A+CX/AIs/YN+Knwf0fS/DOgeEL28sZrATg3F5FJPeRSlWLdJ8S5BC+gA4r8NaACvu/wD4Ihf8FKZ/+CdviT4gXj2LX1t4th0pJ7FIizE2zXWJRlSnyrcOuGI/1nAJ6fCFfZn/AASe/Yh+OP7ZXh/4pL8JkubnTfDFrpdx4h0q3uo0/tDcL2S2gCSIwld5LYoqjBJcjcATkA/Rv9sj4ofAL/gqD8PNV8Z/Dv8AaQ0z4R+J/BlvZvey6tBe7tU82K5kihiNjhrZ8xFfMc7D04wTXz38D/2zfFdl+y7plx4d8fw3uu6V4WlnlS71kXSpL+/YGQLJJJgGMudxLFI5CSSOL3gD/glh+3x4c0rxPa/s/wDwW1PUU1PxRZabrCXaQTkXVsbu4Me15IwgXfcRhQH2gQknLCvFfiz/AMEyP2qf2Yrg+LvEvwn8feHL7T4FlsptS0ify5EPmI43pHIrFkChiwYlW2nIyAAfnxX0d+xN4qsfCvwq+KNxN4GudUuLiDTIba8jBEVqT9sykjL82HIU7Bw3lHdkCvnGv2l/4NEPCfw68T2X7Qz+PvBuiaybOXwhLYxa1B5io2NbDbR3yMZB9B6CgD82fFeifFDw3L4Z8Z+OfCV9Hp11qzx6fd6hbssU7o6Fl3PwyjcvXj8q+2Phpofx0+J+jz6b8QP2X/EtzDpOlyXmvai2nSxR/YxGzK8bsgJnXCFQrEN7bTn9i/2w/wBnv9m39oj4cppvxC/ZQ8L6tFpd2Ta2lnapEySP/EFCYb5VY5PTb6EivmP4U/sTweFPANl8CPHv7avxzvfBFhJItn4StviEuk20VrkPFA88cbOVXlR5hwMnJILCgD8WPhr4J1z9oX4+RfBjTv2tNY8L3DeIo7LwrY+Mor6O48yaTCDEe9ISpIzvdcZ471/Rn/wRB+CP7RXwH8PXnwJ/aJ8TXV14p8H311Y6hq93Kkz3e4RSqEkIYEIkiKSCSSMnsT534M/YE/4JH/BnxNdXngj9nSPU9avNYhca/q3ixNSv4LhJw3nw3cjM+ZDtDgkHaxP3gxr7V0nxX8KfhNr/ANsuvCPiWO8uCvm61PFLIl06xojPne2c7V3NgblCNySWIB/Mv/wc+xCH/guX8cIkmeXb/wAI0DI7ZLH/AIRnSs/rRXPf8HFXiu28af8ABZL4yeJtNu7SaC5l0HypNPRliIXQNOTGG53Dbhv9oGigD5P+FPxr+MvwF8TyeNPgZ8WvE3gvWZbRrWTVvCev3GnXLwMyu0Rlt3RyhZEYrnBKKccCvQB/wUi/4KIDZj9vb4z/ALqHyov+Lo6v8iZU7R/pHAyq8dPlHoK+otD/AODa/wDbh153jsvi78JhJG20xSazqwY/TGmmtNv+DXv/AIKGeT9oXx/8Ldm7AZtY1Vc/99aaKAPhTx7+0T+0D8VNS/tn4nfHXxl4kvNmz7Vr3ie7vJdvXG6WRjj2zXPP4x8WyKEfxRqTAMWAa+kOG9evWvu7xV/wbfft4+EoZGvPG3w4uZYwT9mstS1R3bHYZ04D9azLb/g3n/blmtlurjxX8PrcMcBJtU1And/d+WxIzQB8Q614l8SeJDEfEXiC+vzAmyA3t28vlrwMLuJwOBwPQVn19mXP/BDv9rLT9Qu9O1Xx34AtHsmIla41LUADj0xZEnjnpX094E/4M3f+CnfxA8EaN480j44/AeG01vSbfULWK78Ta0JUjmiWRVcLpDKGAYAgEjOcE9aAPjX9kj/gq5+0H+xj8Dx8CfhR4F8DXdgvjafxRHq2u6VdTX0d1LbWts8QeO6jj8nbaRMFKFgxY7+QB9Ma/wD8HWP/AAUH8TWrWmtfBH4JTK7o7FvDWrZLKu0N/wAhTrjOfr7DHo//ABBVf8FTf+i9/s//APhVa5/8p6P+IKr/AIKm/wDRe/2f/wDwqtc/+U9AHzd8ff8Ag4E/a4/aI+FWv/CLxf8ABb4S2GneItAutIu7nRtC1OK4hgnt2t2aMyag6K4RjglWGeoPSvhGv1//AOIKr/gqb/0Xv9n/AP8ACq1z/wCU9H/EFV/wVN/6L3+z/wD+FVrn/wAp6APyAr65/wCCW3/BZf8Aad/4JHjx4v7OXgDwBro+Ii6YutjxzpN7deSLE3Rh8j7Ld2+zP2yTdu3Z2pjbg5+xv+IKr/gqb/0Xv9n/AP8ACq1z/wCU9H/EFV/wVN/6L3+z/wD+FVrn/wAp6AMO9/4PCv8Ago3epIp/Zt/Z/haUqXltfDOuxMSpyDlNZHPXn0JHQ1Rt/wDg77/4Ke2ptPK+F/waJtF2hpPDWqu0q5JActqZLYzxzXVf8QVX/BU3/ovf7P8A/wCFVrn/AMp6P+IKr/gqb/0Xv9n/AP8ACq1z/wCU9AH5AV9W/wDBM3/gr3+0V/wStg8c23wE+HPgDxAnj86YdXHjnSr258j7D9r8ryPst3b7d32yTfu3Z2pjbg5+0v8AiCq/4Km/9F7/AGf/APwqtc/+U9H/ABBVf8FTf+i9/s//APhVa5/8p6APDvjf/wAHMf8AwUV+N6XENxo/w+8M21zD5c9p4V0i/gjkGMAnzr6ViR1HPHPYkHg5f+C5P7T91ff21qfwh+Gl3qbR7J9SubDVjJMNm35kGoiIcf3UFfVv/EFV/wAFTf8Aovf7P/8A4VWuf/Kej/iCq/4Km/8ARe/2f/8Awqtc/wDlPQB8py/8F1v2xJIZIIfB3w+gWRw6+Tot5lW55BN2TnJJyc8k+pq9oP8AwcC/t9+H5UeC48MTiORHRLm3v2A2IEUcXgOAqgYz2r6e/wCIKr/gqb/0Xv8AZ/8A/Cq1z/5T0f8AEFV/wVN/6L3+z/8A+FVrn/ynoA/MD9pz9orxt+1h8ctd/aB+JOn6Zaa34ha3a+g0eGSO2Uw20VupRZZHYZWJScsfmJxgYAK/T/8A4gqv+Cpv/Re/2f8A/wAKrXP/AJT0UAfp5+zX8cLnxboNzr2oavbNKXMkJhtSdins20HnHpkV211+0f4l03wtqE2vBXnspv8AVSAPn+VfEPgfW5Pgr4Y1fw14I+Imo3EBty0l5bkoykDHykKwz3z7e1ec/Hj9rfxLoHwq1HTdOe+vLrV7mf7JJLK8RaKOTYTukCoMnp83K9cGgD3z9rz4qf8ABQq5+A2s/tLeAdFtNK8BaQkkl/fm/hhnSJAoaXncNmWKgqSSUPQYz5BZf8FIvF2g/s3+HvEHhHxPptzfNcNJf3OoX8YDOO65xlenPHfj07z/AILueIdU8Bf8G+fwz03wXc3mkWviPVPD0Gs2Ftefu54pLS4vWjkwMOvnxRvxxlQegr85v2Yfijr+r/sVWcI8MeFr2Xw5qs0CyaloSXEjQv8AOFlY424JbG7HA68YoA1PF37cfxS+IfxJn8V6v42aNbu92NbWs6+WvYYHPGPx71/UJ+wnqs+u/sRfBzXLm4M0l58KvD08kx6uz6bbsW59c5r+Xfw5+1u9xY3VhomneHNDurEI1vFJo1uGBbjP72MZHXrjqOCa/qB/YD1y+8UfsJfBTxLql6Li61H4S+G7q5uFQKJpJNLt3ZgFwBkknA45oA9eooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAP5afF3j348+DvA2oNrXxKlhtIoAl0sFqzM7DqijH3uvXA55rtv+CeH/BA79tr/AIKExWfxM/aJ8T6t8P8A4dXcqXFreagBJealasxf/RbZnIiVhjErgDnIVxxXqX7Si+Gfh94em0rwn8MtVa9vJPtqiLTpp4TLzwTsb8h/jXiGif8ABSj/AILw/tieNLH4EfD74mfEe0tlvEVdG8A+CbfT7nyUODuvFgV4ABwS7hOeQaAP19/4KF/8E+f2bfiL+y/8If2JviNp2sax4C0Lxbo1tNjUHSdLe1tZYEeS4QDblW2s3y53nGDivD/2o/8Ag1U/Y98ceCTD+xh8VfEHwxkGydfD93q82q6VK6xMuQLh2nidiVzJ5jgAYEfPHNf8FmP2vv8AgqB8GP2KrnRrT/gn94w/s7UvDLW3iH4hab4lt9S/sb/RCZLiZLENJF5ZDsZnEcIIX58kLX4ofsTfsKftC/tF+BNR1rw78PNfn0643R2l79qaG2unXHmQhiwXdtPG7Ck8EigD9Pv2Wf8Agkl/wRZ/ZTbW/in/AMFF/wBujwn4j1/wJqUkfiHwNF4vgS1tbiIHMUtrETeXT7gSsa43Y2mNjuWv3U/Z+8U/Cjx58BvBHjn4DJajwNrPhDTL7wYLGwa0gGkzWsclp5cDIjQp5DR4jKqVGFKjGB/LV+zX/wAEpfjV40+KVx+zj4F0bw3Dresak9rcan4mvLd7SzgjUl5nUGSUkkgKEBOSM461/UP+yp8I5v2f/wBl74b/AAHuNci1STwT4B0fQH1K3tvJjuzZ2UNuZljydit5e4Lk4Bxk4oA9AooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAPmHxR4N0VnWG20K3YBsI8VsFYfXArMtte+J/wdsZ5Phl4D06+lu58PLdAqScfeYoMn6frVzxDe3nnsPtcuPM6eYfSsybUtR+x4+3z/dP/AC1Pp9aAPhr/AIKi/wDBVb/gqN+y94Uuvhx8O/2X38RyeLIZETVrbSJ72HTlMe14RFCN2echpWGeeDjj8t/2I/j/AP8ABSf4Evpvwf1L9nLxvc+FJtXaYWcnhi7heGRwQzB9q7l+Ukqxx8p5GK/dv4k3t4vhe9mF3KHkYeYwkOW+p714R8VtK0tvE00DabblEukKIYVwp/fdBjigD4W8bfs9/Ei2+LvijxRp/j77OTN9otpo/E0Ed5EmTyGBXa2PcDnqK/od/YvtL3T/ANjv4TWGoy77iD4aaDHO/n+bucafAGO/+PkH5u/WvzB8a+G/Dsvwa1m+k0Cyaf7Cf3zWqF+q98Zr9M/2DST+w98GiT/zSjw7/wCmy3oA9YooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAP//Z\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"2\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>component</td>\n",
       "    <td>63</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>num_images</td>\n",
       "    <td>5</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>mean_distance</td>\n",
       "    <td>0.9573</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    <div>\n",
       "                    <div class=\"component__Label__table\" data-number=\"2\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Label</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>heavy_equipment</td>\n",
       "    <td>2</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>medium_vehicle</td>\n",
       "    <td>2</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>small_aircraft</td>\n",
       "    <td>1</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"3\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>component</td>\n",
       "    <td>64</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>num_images</td>\n",
       "    <td>2</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>mean_distance</td>\n",
       "    <td>0.9554</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    <div>\n",
       "                    <div class=\"component__Label__table\" data-number=\"3\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Label</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>heavy_equipment</td>\n",
       "    <td>1</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>small_vessel</td>\n",
       "    <td>1</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"4\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>component</td>\n",
       "    <td>15</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>num_images</td>\n",
       "    <td>10</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>mean_distance</td>\n",
       "    <td>0.955</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    <div>\n",
       "                    <div class=\"component__Label__table\" data-number=\"4\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Label</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>small_vessel</td>\n",
       "    <td>4</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>medium_vehicle</td>\n",
       "    <td>3</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>medium_vessel</td>\n",
       "    <td>2</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>heavy_equipment</td>\n",
       "    <td>1</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"5\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>component</td>\n",
       "    <td>13</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>num_images</td>\n",
       "    <td>23</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>mean_distance</td>\n",
       "    <td>0.95</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    <div>\n",
       "                    <div class=\"component__Label__table\" data-number=\"5\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Label</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>small_vessel</td>\n",
       "    <td>10</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>medium_vehicle</td>\n",
       "    <td>7</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>medium_vessel</td>\n",
       "    <td>4</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>heavy_equipment</td>\n",
       "    <td>1</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>large_aircraft</td>\n",
       "    <td>1</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "        \n",
       "            </div>\n",
       "        </section>\n",
       "    \n",
       "            </main>\n",
       "        </body>\n",
       "    </html>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "0"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fd.vis.component_gallery(load_crops=True, enhance_image=True, keep_aspect_ratio=True, \n",
    "                         slice='diff', num_images=20, save_artifacts=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c0b9d32a",
   "metadata": {},
   "source": [
    "Looking at the raw cluster to link back cluster name to to file"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "d1129fcd-ab0b-4ef7-93a0-30fea445be2f",
   "metadata": {},
   "outputs": [],
   "source": [
    "df = pd.read_csv('output/galleries/components.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "1422b9cd-34cf-496f-be2a-48ca5f358193",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Unnamed: 0</th>\n",
       "      <th>component_id</th>\n",
       "      <th>files</th>\n",
       "      <th>label</th>\n",
       "      <th>files_ids</th>\n",
       "      <th>distance</th>\n",
       "      <th>len</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>45</td>\n",
       "      <td>45</td>\n",
       "      <td>['output/crops/images126_0_5120.tiff_704_1078_710_1079_709_1091_703_1091.jpg', 'output/crops/images126_0_5120.tiff_991_1081_1004_1081_1004_1086_991_1086.jpg']</td>\n",
       "      <td>['medium_vehicle', 'small_vessel']</td>\n",
       "      <td>[50, 72]</td>\n",
       "      <td>0.9688</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>59</td>\n",
       "      <td>59</td>\n",
       "      <td>['output/crops/images126_0_5120.tiff_241_1265_259_1265_259_1273_241_1273.jpg', 'output/crops/images126_0_5120.tiff_1166_1005_1181_1005_1181_1009_1166_1010.jpg']</td>\n",
       "      <td>['medium_vehicle', 'medium_vessel']</td>\n",
       "      <td>[88, 90]</td>\n",
       "      <td>0.9576</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>63</td>\n",
       "      <td>63</td>\n",
       "      <td>['output/crops/images126_1280_5120.tiff_996_134_1012_134_1012_141_996_141.jpg', 'output/crops/images126_1280_5120.tiff_192_81_197_80_197_91_193_91.jpg', 'output/crops/images126_1280_5120.tiff_191_101_196_101_196_111_191_111.jpg', 'output/crops/images126_1280_5120.tiff_1012_148_1030_161_1024_170_1006_156.jpg', 'output/crops/images126_1280_5120.tiff_909_1133_909_1107_939_1107_939_1132.jpg']</td>\n",
       "      <td>['heavy_equipment', 'medium_vehicle', 'medium_vehicle', 'heavy_equipment', 'small_aircraft']</td>\n",
       "      <td>[93, 99, 103, 104, 114]</td>\n",
       "      <td>0.9573</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>64</td>\n",
       "      <td>64</td>\n",
       "      <td>['output/crops/images126_0_5120.tiff_1134_1049_1134_1061_1129_1061_1129_1050.jpg', 'output/crops/images126_1280_5120.tiff_267_1221_253_1206_259_1201_273_1215.jpg']</td>\n",
       "      <td>['small_vessel', 'heavy_equipment']</td>\n",
       "      <td>[94, 115]</td>\n",
       "      <td>0.9554</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>15</td>\n",
       "      <td>15</td>\n",
       "      <td>['output/crops/images126_0_0.tiff_964_831_981_832_981_839_964_838.jpg', 'output/crops/images126_0_5120.tiff_987_1097_997_1097_997_1101_986_1101.jpg', 'output/crops/images126_0_5120.tiff_1149_1050_1149_1065_1143_1065_1143_1051.jpg', 'output/crops/images126_0_5120.tiff_1163_998_1174_998_1174_1003_1163_1003.jpg', 'output/crops/images126_0_5120.tiff_1063_1171_1075_1171_1075_1176_1063_1177.jpg', 'output/crops/images126_0_5120.tiff_1124_1050_1125_1064_1120_1064_1119_1051.jpg', 'output/crops/images126_1280_5120.tiff_1049_127_1064_127_1064_134_1049_134.jpg', 'output/crops/images126_0_5120.tiff_1228_1005_1243_1005_1243_1011_1228_1011.jpg', 'output/crops/images126_1280_5120.tiff_931_143_937_143_937_161_931_161.jpg', 'output/crops/images126_1280_5120.tiff_300_170_315_170_315_177_300_177.jpg']</td>\n",
       "      <td>['medium_vehicle', 'small_vessel', 'medium_vessel', 'small_vessel', 'small_vessel', 'small_vessel', 'heavy_equipment', 'medium_vessel', 'medium_vehicle', 'medium_vehicle']</td>\n",
       "      <td>[15, 48, 55, 67, 75, 80, 87, 97, 106, 107]</td>\n",
       "      <td>0.9550</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   Unnamed: 0  component_id                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     files                                                                                                                                                                        label  \\\n",
       "0          45            45                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            ['output/crops/images126_0_5120.tiff_704_1078_710_1079_709_1091_703_1091.jpg', 'output/crops/images126_0_5120.tiff_991_1081_1004_1081_1004_1086_991_1086.jpg']                                                                                                                                           ['medium_vehicle', 'small_vessel']   \n",
       "1          59            59                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          ['output/crops/images126_0_5120.tiff_241_1265_259_1265_259_1273_241_1273.jpg', 'output/crops/images126_0_5120.tiff_1166_1005_1181_1005_1181_1009_1166_1010.jpg']                                                                                                                                          ['medium_vehicle', 'medium_vessel']   \n",
       "2          63            63                                                                                                                                                                                                                                                                                                                                                                                                                   ['output/crops/images126_1280_5120.tiff_996_134_1012_134_1012_141_996_141.jpg', 'output/crops/images126_1280_5120.tiff_192_81_197_80_197_91_193_91.jpg', 'output/crops/images126_1280_5120.tiff_191_101_196_101_196_111_191_111.jpg', 'output/crops/images126_1280_5120.tiff_1012_148_1030_161_1024_170_1006_156.jpg', 'output/crops/images126_1280_5120.tiff_909_1133_909_1107_939_1107_939_1132.jpg']                                                                                 ['heavy_equipment', 'medium_vehicle', 'medium_vehicle', 'heavy_equipment', 'small_aircraft']   \n",
       "3          64            64                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       ['output/crops/images126_0_5120.tiff_1134_1049_1134_1061_1129_1061_1129_1050.jpg', 'output/crops/images126_1280_5120.tiff_267_1221_253_1206_259_1201_273_1215.jpg']                                                                                                                                          ['small_vessel', 'heavy_equipment']   \n",
       "4          15            15  ['output/crops/images126_0_0.tiff_964_831_981_832_981_839_964_838.jpg', 'output/crops/images126_0_5120.tiff_987_1097_997_1097_997_1101_986_1101.jpg', 'output/crops/images126_0_5120.tiff_1149_1050_1149_1065_1143_1065_1143_1051.jpg', 'output/crops/images126_0_5120.tiff_1163_998_1174_998_1174_1003_1163_1003.jpg', 'output/crops/images126_0_5120.tiff_1063_1171_1075_1171_1075_1176_1063_1177.jpg', 'output/crops/images126_0_5120.tiff_1124_1050_1125_1064_1120_1064_1119_1051.jpg', 'output/crops/images126_1280_5120.tiff_1049_127_1064_127_1064_134_1049_134.jpg', 'output/crops/images126_0_5120.tiff_1228_1005_1243_1005_1243_1011_1228_1011.jpg', 'output/crops/images126_1280_5120.tiff_931_143_937_143_937_161_931_161.jpg', 'output/crops/images126_1280_5120.tiff_300_170_315_170_315_177_300_177.jpg']  ['medium_vehicle', 'small_vessel', 'medium_vessel', 'small_vessel', 'small_vessel', 'small_vessel', 'heavy_equipment', 'medium_vessel', 'medium_vehicle', 'medium_vehicle']   \n",
       "\n",
       "                                    files_ids  distance  len  \n",
       "0                                    [50, 72]    0.9688    2  \n",
       "1                                    [88, 90]    0.9576    2  \n",
       "2                     [93, 99, 103, 104, 114]    0.9573    5  \n",
       "3                                   [94, 115]    0.9554    2  \n",
       "4  [15, 48, 55, 67, 75, 80, 87, 97, 106, 107]    0.9550   10  "
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "937b6733",
   "metadata": {},
   "source": [
    "Looking at good labels"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "5225bde9-baea-4a45-92fd-baab7d6d4553",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Traceback (most recent call last):\n",
      "  File \"/home/dnth/anaconda3/envs/fastdup/lib/python3.10/site-packages/fastdup/__init__.py\", line 1376, in create_components_gallery\n",
      "    ret = do_create_components_gallery(work_dir, save_path, num_images, lazy_load, get_label_func, group_by, slice,\n",
      "  File \"/home/dnth/anaconda3/envs/fastdup/lib/python3.10/site-packages/fastdup/galleries.py\", line 1399, in do_create_components_gallery\n",
      "    ret = visualize_top_components(work_dir, save_dir, num_images,\n",
      "  File \"/home/dnth/anaconda3/envs/fastdup/lib/python3.10/site-packages/fastdup/galleries.py\", line 795, in visualize_top_components\n",
      "    top_components = do_find_top_components(work_dir=work_dir, get_label_func=get_label_func, group_by=group_by,\n",
      "  File \"/home/dnth/anaconda3/envs/fastdup/lib/python3.10/site-packages/fastdup/galleries.py\", line 1236, in do_find_top_components\n",
      "    assert len(comps), \"No components found with more than one image/video\"\n",
      "AssertionError: No components found with more than one image/video\n"
     ]
    }
   ],
   "source": [
    "fd.vis.component_gallery(load_crops=True, enhance_image=True, keep_aspect_ratio=True,\n",
    "                         slice='same', num_images=20, save_artifacts=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8bf752ae",
   "metadata": {},
   "source": [
    "## Outliers\n",
    "\n",
    "Let's look on outliers on the satellite image level"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "4082bd38-22ab-445b-a9a2-a72856352870",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 7/7 [00:00<00:00, 26144.37it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Stored outliers visual view in  output/galleries/outliers.html\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    },
    {
     "data": {
      "text/html": [
       " \n",
       "    <!DOCTYPE html>\n",
       "    <html lang=\"en\">\n",
       "    <head>\n",
       "    <style>\n",
       "    :root {\n",
       "  font-size: 62.5%;\n",
       "}\n",
       "\n",
       "html {\n",
       "  -webkit-font-smoothing: antialiased;\n",
       "  -moz-osx-font-smoothing: grayscale;\n",
       "  -ms-text-size-adjust: 100%;\n",
       "  -webkit-text-size-adjust: 100%;\n",
       "  scroll-behavior: smooth;\n",
       "}\n",
       "html.is-locked {\n",
       "  overflow: hidden;\n",
       "}\n",
       "html.is-locked body {\n",
       "  position: absolute;\n",
       "  width: 100%;\n",
       "  top: 0;\n",
       "  left: 0;\n",
       "}\n",
       "html.is-locked .header .lang__link {\n",
       "  background: #fff;\n",
       "}\n",
       "\n",
       "*,\n",
       "*::before,\n",
       "*::after {\n",
       "  box-sizing: border-box;\n",
       "}\n",
       "\n",
       "b,\n",
       "strong {\n",
       "  font-weight: bold;\n",
       "}\n",
       "\n",
       "body {\n",
       "    font-family: 'Poppins', Arial, sans-serif;\n",
       "    font-weight: 400;\n",
       "    color: black;\n",
       "    font-size: 1.6rem;\n",
       "    height: 100%;\n",
       "    background: #fff;\n",
       "    margin: 0;\n",
       "}\n",
       "\n",
       "button,\n",
       "textarea,\n",
       "input,\n",
       "select {\n",
       "  font-family: 'Roboto', Arial, sans-serif;\n",
       "  -webkit-appearance: none;\n",
       "  -moz-appearance: none;\n",
       "  appearance: none;\n",
       "  border: none;\n",
       "  background: transparent;\n",
       "  cursor: pointer;\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  outline-style: none;\n",
       "  outline-color: transparent;\n",
       "  box-shadow: none;\n",
       "  border-radius: 0;\n",
       "  color: #f5f5f5;\n",
       "}\n",
       "\n",
       "input {\n",
       "  cursor: text;\n",
       "  padding: 0 15px;\n",
       "}\n",
       "\n",
       "textarea {\n",
       "  cursor: text;\n",
       "  resize: none;\n",
       "}\n",
       "\n",
       "img {\n",
       "  display: block;\n",
       "  min-width: 25%;\n",
       "  height: auto;\n",
       "    max-width: 100%;\n",
       "\n",
       "}\n",
       "\n",
       "table {\n",
       "    width: 100%;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "ul,\n",
       "ol {\n",
       "    list-style: none;\n",
       "    padding: 0;\n",
       "    margin: 0;\n",
       "}\n",
       "\n",
       "p {\n",
       "    margin: 0;\n",
       "}\n",
       "\n",
       "::-webkit-input-placeholder {\n",
       "    font-size: 1.6rem;\n",
       "color: #f5f5f5;\n",
       "}\n",
       "\n",
       "::-moz-placeholder {\n",
       "    font-size: 1.6rem;\n",
       "color: #f5f5f5;\n",
       "opacity: 1;\n",
       "}\n",
       "\n",
       ":-moz-placeholder {\n",
       "    font-size: 1.6rem;\n",
       "color: #f5f5f5;\n",
       "opacity: 1;\n",
       "}\n",
       "\n",
       ":-ms-input-placeholder {\n",
       "    font-size: 1.6rem;\n",
       "color: #f5f5f5;\n",
       "}\n",
       "\n",
       ":focus::-webkit-input-placeholder {\n",
       "    color: transparent;\n",
       "}\n",
       "\n",
       ":focus::-moz-placeholder {\n",
       "    color: transparent;\n",
       "}\n",
       "\n",
       ":focus:-moz-placeholder {\n",
       "    color: transparent;\n",
       "}\n",
       "\n",
       ":focus::-ms-input-placeholder {\n",
       "    color: transparent;\n",
       "}\n",
       "\n",
       "/* cyrillic-ext */\n",
       "@font-face {\n",
       "  font-family: 'Roboto';\n",
       "  font-style: normal;\n",
       "  font-weight: 400;\n",
       "  font-display: swap;\n",
       "  src: url(https://fonts.gstatic.com/s/roboto/v30/KFOmCnqEu92Fr1Mu72xKKTU1Kvnz.woff2) format('woff2');\n",
       "  unicode-range: U+0460-052F, U+1C80-1C88, U+20B4, U+2DE0-2DFF, U+A640-A69F, U+FE2E-FE2F;\n",
       "}\n",
       "/* cyrillic */\n",
       "@font-face {\n",
       "  font-family: 'Roboto';\n",
       "  font-style: normal;\n",
       "  font-weight: 400;\n",
       "  font-display: swap;\n",
       "  src: url(https://fonts.gstatic.com/s/roboto/v30/KFOmCnqEu92Fr1Mu5mxKKTU1Kvnz.woff2) format('woff2');\n",
       "  unicode-range: U+0301, U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116;\n",
       "}\n",
       "/* greek-ext */\n",
       "@font-face {\n",
       "  font-family: 'Roboto';\n",
       "  font-style: normal;\n",
       "  font-weight: 400;\n",
       "  font-display: swap;\n",
       "  src: url(https://fonts.gstatic.com/s/roboto/v30/KFOmCnqEu92Fr1Mu7mxKKTU1Kvnz.woff2) format('woff2');\n",
       "  unicode-range: U+1F00-1FFF;\n",
       "}\n",
       "/* greek */\n",
       "@font-face {\n",
       "  font-family: 'Roboto';\n",
       "  font-style: normal;\n",
       "  font-weight: 400;\n",
       "  font-display: swap;\n",
       "  src: url(https://fonts.gstatic.com/s/roboto/v30/KFOmCnqEu92Fr1Mu4WxKKTU1Kvnz.woff2) format('woff2');\n",
       "  unicode-range: U+0370-03FF;\n",
       "}\n",
       "/* vietnamese */\n",
       "@font-face {\n",
       "  font-family: 'Roboto';\n",
       "  font-style: normal;\n",
       "  font-weight: 400;\n",
       "  font-display: swap;\n",
       "  src: url(https://fonts.gstatic.com/s/roboto/v30/KFOmCnqEu92Fr1Mu7WxKKTU1Kvnz.woff2) format('woff2');\n",
       "  unicode-range: U+0102-0103, U+0110-0111, U+0128-0129, U+0168-0169, U+01A0-01A1, U+01AF-01B0, U+1EA0-1EF9, U+20AB;\n",
       "}\n",
       "/* latin-ext */\n",
       "@font-face {\n",
       "  font-family: 'Roboto';\n",
       "  font-style: normal;\n",
       "  font-weight: 400;\n",
       "  font-display: swap;\n",
       "  src: url(https://fonts.gstatic.com/s/roboto/v30/KFOmCnqEu92Fr1Mu7GxKKTU1Kvnz.woff2) format('woff2');\n",
       "  unicode-range: U+0100-024F, U+0259, U+1E00-1EFF, U+2020, U+20A0-20AB, U+20AD-20CF, U+2113, U+2C60-2C7F, U+A720-A7FF;\n",
       "}\n",
       "/* latin */\n",
       "@font-face {\n",
       "  font-family: 'Roboto';\n",
       "  font-style: normal;\n",
       "  font-weight: 400;\n",
       "  font-display: swap;\n",
       "  src: url(https://fonts.gstatic.com/s/roboto/v30/KFOmCnqEu92Fr1Mu4mxKKTU1Kg.woff2) format('woff2');\n",
       "  unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02BB-02BC, U+02C6, U+02DA, U+02DC, U+2000-206F, U+2074, U+20AC, U+2122, U+2191, U+2193, U+2212, U+2215, U+FEFF, U+FFFD;\n",
       "}\n",
       ".container {\n",
       "    margin: 0 auto;\n",
       "max-width: 1240px;\n",
       "}\n",
       "\n",
       "@media screen and (max-width: 1320px) {\n",
       "    .container {\n",
       "    max-width: 950px;\n",
       "}\n",
       "}\n",
       "@media screen and (max-width: 991px) {\n",
       "    .container {\n",
       "    max-width: 720px;\n",
       "}\n",
       "}\n",
       "@media screen and (max-width: 768px) {\n",
       "    .container {\n",
       "    max-width: 528px;\n",
       "}\n",
       "}\n",
       "@media screen and (max-width: 576px) {\n",
       "    .container {\n",
       "    max-width: calc(100% - 40px);\n",
       "width: 100%;\n",
       "}\n",
       "}\n",
       ".link {\n",
       "    color: #3882cb;\n",
       "        position: relative;\n",
       "text-decoration: none;\n",
       "}\n",
       ".link::before {\n",
       "    content: '';\n",
       "position: absolute;\n",
       "left: 0;\n",
       "top: 50%;\n",
       "width: 100%;\n",
       "height: 1px;\n",
       "transform: translateY(-50%);\n",
       "background-color: #3882cb;\n",
       "top: auto;\n",
       "transform: none;\n",
       "left: 0;\n",
       "bottom: 0;\n",
       "}\n",
       ".link:hover {\n",
       "    opacity: 0.7;\n",
       "}\n",
       ".link:active {\n",
       "    opacity: 0.5;\n",
       "}\n",
       "\n",
       ".table {\n",
       "    position: relative;\n",
       "    border-collapse: collapse;\n",
       "    border-spacing: 0;\n",
       "    table-layout: fixed;\n",
       "}\n",
       ".table-row {\n",
       "    display: flex;\n",
       "    flex-direction: row;\n",
       "    justify-content: flex-start;\n",
       "    align-items: stretch;\n",
       "    flex-wrap: nowrap;\n",
       "    \n",
       "}\n",
       ".table-row:nth-child(2) td {\n",
       "    border-top: none;\n",
       "}\n",
       ".table-row:nth-child(2n + 1) {\n",
       "    /* background: #2e282a33; */\n",
       "}\n",
       ".table-row:last-child td:first-child {\n",
       "    border-bottom-left-radius: 10px;\n",
       "    width: 10%;\n",
       "    flex-grow: 1;\n",
       "    flex-shrink: 0;\n",
       "    font-weight: 600;\n",
       "    font-size: 1.4rem;\n",
       "    line-height: 0.9285714286;\n",
       "    color: #2E3E8E;\n",
       "border: none;\n",
       "\n",
       "    padding: 15px 14px;\n",
       "    border-spacing: 0;\n",
       "    word-wrap: break-word;\n",
       "    height: auto;\n",
       "    border-color: #657BEC;\n",
       "    text-align: center !important;\n",
       "    border-radius-top: 10px;\n",
       "}\n",
       ".table-row:last-child td:last-child {\n",
       "    border-bottom-right-radius: 10px;\n",
       "}\n",
       ".table th {\n",
       "    width: 100%;\n",
       "    border-top-left-radius: 10px;\n",
       "    border-top-right-radius: 10px;\n",
       "    /* background: #1b1617; */\n",
       "color: #2E3E8E;background: #FFFCF3;\n",
       "    text-align: center !important;\n",
       "    font-weight: 600;\n",
       "    font-size: 2rem;\n",
       "    line-height: 0.9285714286;\n",
       "    text-align: center;\n",
       "    padding: 8px 8px;\n",
       "border: none;\n",
       "\n",
       "}\n",
       ".table td {\n",
       "    width: 10%;\n",
       "    flex-grow: 1;\n",
       "    flex-shrink: 0;\n",
       "    font-weight: 600;\n",
       "    font-size: 1.4rem;\n",
       "    line-height: 0.9285714286;\n",
       "    text-align: center !important;\n",
       "    color: #2E3E8E;\n",
       "border: none;\n",
       "    padding: 15px 14px;\n",
       "    border-spacing: 0;\n",
       "    word-wrap: break-word;\n",
       "    height: auto;\n",
       "    border-color: #657BEC;\n",
       "}\n",
       ".table td:last-child {\n",
       "    width: 10%;\n",
       "    flex-grow: 1;\n",
       "    flex-shrink: 0;\n",
       "    font-weight: 600;\n",
       "    font-size: 1.4rem;\n",
       "    line-height: 0.9285714286;\n",
       "    color: #2E3E8E;\n",
       "border: none;\n",
       "    padding: 15px 14px;\n",
       "    border-spacing: 0;\n",
       "    word-wrap: break-word;\n",
       "    height: auto;\n",
       "    border-color: #657BEC;\n",
       "    text-align: center !important;\n",
       "    border-radius-top: 10px;\n",
       "}\n",
       "\n",
       ".hero {\n",
       "    position: relative;\n",
       "}\n",
       ".hero-corner {\n",
       "    position: absolute;\n",
       "    top: 0;\n",
       "    left: 0;\n",
       "    width: 200px;\n",
       "    display: flex;\n",
       "    margin: 30px 0px 0px 20px;\n",
       "}\n",
       ".hero-content {\n",
       "    padding: 73px 0 20px;\n",
       "}\n",
       ".hero-logo {\n",
       "    position: relative;\n",
       "    display: flex;\n",
       "    flex-direction: column;\n",
       "    justify-content: flex-start;\n",
       "    align-items: center;\n",
       "    flex-wrap: nowrap;\n",
       "}\n",
       ".hero-logo__img {\n",
       "    margin-bottom: 13px;\n",
       "    position: absolute;\n",
       "    width: 150px;\n",
       "    top: 0;\n",
       "    left: 0;\n",
       "}\n",
       ".hero-logo__link {\n",
       "    font-size: 2.1rem;\n",
       "line-height: 1;\n",
       "position: absolute;\n",
       "margin: 0;\n",
       "bottom: 0;\n",
       "wifth: 150px\n",
       "right: 59px;\n",
       "}\n",
       "\n",
       ".hero-logo__subtitle {\n",
       "margin: 2px 0 24px 0;\n",
       "font-size: 4rem;\n",
       "line-height: 1.1333333333;\n",
       "font-weight: 600;\n",
       "color: #2E3E8E;\n",
       "}\n",
       "\n",
       ".hero-logo__subtitle2 {\n",
       "margin: 2px 0 24px 0;\n",
       "font-size: 2rem;\n",
       "line-height: 1.1333333333;\n",
       "font-weight: 600;\n",
       "color: #2E3E8E;\n",
       "}\n",
       "\n",
       ".main {\n",
       "    background: #FFFCF3;\n",
       "}\n",
       "\n",
       ".graph-content {\n",
       "    padding: 160px 27px 108px;\n",
       "    border-radius: 10px;\n",
       "    border: 1px solid #e4e4e433;\n",
       "}\n",
       ".graph-table {\n",
       "    width: 100%;\n",
       "}\n",
       "\n",
       ".components {\n",
       "    padding-top: 15px;\n",
       "}\n",
       "\n",
       ".component {\n",
       "    margin-bottom: 15px;\n",
       "    display: grid;\n",
       "    grid-template-columns: 50% 50%;\n",
       "    grid-gap: 8px;\n",
       "    /* row-gap: 8px; */\n",
       "    /* column-gap: 8px; */\n",
       "}\n",
       ".component:last-child {\n",
       "    margin-bottom: 0;\n",
       "}\n",
       ".component__table {\n",
       "    padding-left: 15px;\n",
       "position: relative;\n",
       "}\n",
       ".component__table::before {\n",
       "    content: attr(data-number);\n",
       "position: absolute;\n",
       "top: 50%;\n",
       "left: 0;\n",
       "transform: translateY(calc(-50% + 21px));\n",
       "font-size: 1.4rem;\n",
       "line-height: 0.9285714286;\n",
       "color: #999999;\n",
       "font-weight: 600;\n",
       "}\n",
       ".component__image {\n",
       "    border: 1px solid #e4e4e433;\n",
       "    border-radius: 10px;\n",
       "padding: 15px;\n",
       "padding-top: 15px;\n",
       "border-color: #657BEC;\n",
       "position: relative;\n",
       "border-width: 0.5px;\n",
       "max-width: 100%;\n",
       "}\n",
       ".component__image::before {\n",
       "    content: '';\n",
       "position: absolute;\n",
       "top: 27px;\n",
       "left: 27px;\n",
       "color: #fff;\n",
       "font-size: 1.4rem;\n",
       "line-height: 0.9285714286;\n",
       "font-weight: 600;\n",
       "}\n",
       ".component__image img {\n",
       "    object-fit: contain;\n",
       "width: 100%;\n",
       "}\n",
       "\n",
       "    /*# sourceMappingURL=style.css.map */\n",
       "    \n",
       "    </style>\n",
       "    <meta charset=\"utf-8\" />\n",
       "    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\" />\n",
       "    <meta name=\"author\" content=\"Dr. Danny Bickson and Dr. Amir Alush\" />\n",
       "    <meta name=\"application-name\" content=\"fastdup\" />\n",
       "    <meta name=\"desciption\" content=\"fastdup HTML report\" />\n",
       "    <meta name=\"keywords\" content=\"\" />\n",
       "    <!-- Social Media Meta tags -->\n",
       "    <meta property=\"og:title\" content=\"\" />\n",
       "    <meta property=\"og:type\" content=\"\" />\n",
       "    <meta property=\"og:url\" content=\"\" />\n",
       "    <meta property=\"og:image\" content=\"\" />\n",
       "    <title>Outliers Report</title>\n",
       "    \n",
       "    \n",
       "</head>\n",
       "\n",
       "<body>\n",
       "    <main class=\"main\">\n",
       "        <section class=\"hero\">\n",
       "            <div class=\"hero-corner\">\n",
       "                <a href=\"https://www.visual-layer.com/\" class=\"hero-logo__logo\">\n",
       "                    <img class=\"hero-logo__logo\" width=\"332\" height=\"85\" src=\"data:image/png;base64,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\" alt=\"logo\" />\n",
       "                </a>\n",
       "            </div>\n",
       "           \n",
       "            <div class=\"container\">\n",
       "                <div class=\"hero-content\">\n",
       "                    <div class=\"hero-logo\">\n",
       "                        <p class=\"hero-logo__subtitle\">Outliers Report</p><p class=\"hero-logo__subtitle2\">Showing image outliers, one per row</p>   \n",
       "                    </div>\n",
       "                </div>\n",
       "            </div>\n",
       "        </section>\n",
       "     <section class=\"components\">\n",
       "        <div class=\"container\">\n",
       "    <div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"9\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>Distance</td>\n",
       "    <td>0.46795</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>Path</td>\n",
       "    <td>/crops/images126_1280_5120tiff_333_977_331_879_448_877_449_975jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>large_aircraft</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"7\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>Distance</td>\n",
       "    <td>0.848818</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>Path</td>\n",
       "    <td>/crops/images126_0_2560tiff_1221_1277_1244_1273_1245_1280_1222_1283jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>bus</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"6\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>Distance</td>\n",
       "    <td>0.855832</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>Path</td>\n",
       "    <td>/crops/images126_0_0tiff_7_262_25_261_26_269_7_270jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>large_vehicle</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"2\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>Distance</td>\n",
       "    <td>0.858068</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>Path</td>\n",
       "    <td>/crops/images126_1280_5120tiff_-2_933_47_930_52_991_1_994jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>large_aircraft</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"4\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>Distance</td>\n",
       "    <td>0.859666</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>Path</td>\n",
       "    <td>/crops/images126_1280_5120tiff_267_1221_253_1206_259_1201_273_1215jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>heavy_equipment</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAIBAQEBAQIBAQECAgICAgQDAgICAgUEBAMEBgUGBgYFBgYGBwkIBgcJBwYGCAsICQoKCgoKBggLDAsKDAkKCgr/2wBDAQICAgICAgUDAwUKBwYHCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgr/wAARCAAXACcDASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwDx97CzubNNIuolnTgyxOAy46BT/nsauR2f2RESxg/eqCBKTlYhnOfr7fSoYTBp8YhjHmzSgltuTtJz/n8K8/TTvjdpl/eRXOuR3FobndbRblEmzIwM4x/ntQB2Os67DpKy2cAkJ/5eZgTuf2z+n51yl98RRpbvFYXdnFfygi2iuXGHbr+HHr6VleNrf4h6xo81vbaffiVSfMXzo1GMdivX8/8A63ji6Lf+K44LbStEvTIwkS5lnLM0cynhgx6KfSgDoIpb5NRutSubcST3ExaTcQcn196Kz/Cvh3VPDV1cWXiCSYtExjKYO0kH7wJ6/wD16KAPpx9RlubBp7KAQqeFYnJ44NY8l7Bbhrku8srNlncntRRQBR1PxIiwS3cM5V4BmYhOCp4xjvXNaZ4mW7vprmCNcqWkbcmNxPXp9aKKACe7sp5yl9bgq43bCMgGiiigD//Z\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"3\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>Distance</td>\n",
       "    <td>0.863308</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>Path</td>\n",
       "    <td>/crops/images126_0_0tiff_1059_237_1079_225_1084_232_1064_244jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>heavy_equipment</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAIBAQEBAQIBAQECAgICAgQDAgICAgUEBAMEBgUGBgYFBgYGBwkIBgcJBwYGCAsICQoKCgoKBggLDAsKDAkKCgr/2wBDAQICAgICAgUDAwUKBwYHCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgr/wAARCAA5ADMDASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD5QFuOG+X8ql+zBVGAOfbFagsLeTbutVyeh2j/AArQ06KKynjuo7WNjGd22Rcg+xFAHOgGLBBGPrSzCG5iEglYEejcfzr1LU/G3wFTQv8AhIPHXgN4Lq2HzJp5xHOR6jtXL6v400Dx/bJqfh7QLSwsQCIIII8MB/tHOSaAOUtoGjQFJBz0H+TTJbebf5oUrz1rdFnGI9vkKqjkPnH9akhtVEC7kDHPX2oA5mS2uN5+U9fSiuqFjbgY8sflRQBjS6jOkQl8hRzwCen6VKuqaqIo5zYOiODtkZCA30OOagNtGyAs4yOuSD/SvQvhF8d9Q8Buuk69o1prGkNlWtrmFWaMEYO0kccUAQfDHwf4f+I2j6tpXiWz8ySWBls3Em3Y4Q4J/Ej8q8k/aA+H83wQ8H6cLHWZ/wC0JLo7pILjAVfmOMD2219keDvhP8AviHIfiH8PNbvLCaJGluNLjlyu8g5ypIxXzLD8CvD/AO0P+0TrGg+OvGV9p2j2Ts8skMyjaAT/AH+F4FAHmPw9tvFfjO1g1TXvEd1cxBx5VpGx5PuB1r0u8k17QiltqFpJbMqjbFcRENjtwea2fF/x7+CX7Otq/wAKv2RfBg1rWxmO48Rahmcxtzyp6ZHsBXAaZbePfEGrN4v+JfiW4vr6Y7vK3HahPagDpjrV2Tl2XPeiqwAAxu/8dooA6GLTI4sSrZoAf9kVILGHzgVgUZ6gLTJLq9t9qx28eW7E/wD1qWW6vohvaJAcdBQB1/wgW907xeJbC6e3zEwkCPgMMV82fF7X/EY+L+q6HpOtXFrBf3ZS6NvJguuele26J4/1PwrqYuU0I3jPEV8iFvmbPpmvnfxVe6rqHxia5m0WS2me5L/ZpvvLk96APZ/AfgLw74Q0yCDSrNQ5QGSVkyzE+prb1BIoYTKyAkDhaxrbW9aSKNTaRKQgHUnHH1q6ZdSvYwkrquRyFXk0Ac7d3ExuXPln73pRVu6sZhcOGJzu5ooA2LiUNtZJVAwM/NTRco+S8q++TWNb/wCuP/XP/CrMvQf7n9KAF1i5VLqOSBj8gB3IelYK+E9FvvFn/CWTzs06KBtb6DmuguP9SfqKisvvN9BQBILuMT7XZgpHBA6/rWla6xYbVHnEAAAtiqaf60f7lSzdR/vD+tAFK+uYXu5GjSQqW4O00Vcj+4PpRQB//9k=\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"0\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>Distance</td>\n",
       "    <td>0.867095</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>Path</td>\n",
       "    <td>/crops/images126_1280_5120tiff_601_1050_600_1015_642_1015_643_1049jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>small_aircraft</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "        \n",
       "            </div>\n",
       "        </section>\n",
       "    \n",
       "            </main>\n",
       "        </body>\n",
       "    </html>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "0"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fd.vis.outliers_gallery()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b6a420e5",
   "metadata": {},
   "source": [
    "Now we look at outliers at the crop level"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "925c986e-18d9-4a6f-adc5-2cd7949f8424",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 7/7 [00:00<00:00, 17445.11it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Stored outliers visual view in  output/galleries/outliers.html\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    },
    {
     "data": {
      "text/html": [
       " \n",
       "    <!DOCTYPE html>\n",
       "    <html lang=\"en\">\n",
       "    <head>\n",
       "    <style>\n",
       "    :root {\n",
       "  font-size: 62.5%;\n",
       "}\n",
       "\n",
       "html {\n",
       "  -webkit-font-smoothing: antialiased;\n",
       "  -moz-osx-font-smoothing: grayscale;\n",
       "  -ms-text-size-adjust: 100%;\n",
       "  -webkit-text-size-adjust: 100%;\n",
       "  scroll-behavior: smooth;\n",
       "}\n",
       "html.is-locked {\n",
       "  overflow: hidden;\n",
       "}\n",
       "html.is-locked body {\n",
       "  position: absolute;\n",
       "  width: 100%;\n",
       "  top: 0;\n",
       "  left: 0;\n",
       "}\n",
       "html.is-locked .header .lang__link {\n",
       "  background: #fff;\n",
       "}\n",
       "\n",
       "*,\n",
       "*::before,\n",
       "*::after {\n",
       "  box-sizing: border-box;\n",
       "}\n",
       "\n",
       "b,\n",
       "strong {\n",
       "  font-weight: bold;\n",
       "}\n",
       "\n",
       "body {\n",
       "    font-family: 'Poppins', Arial, sans-serif;\n",
       "    font-weight: 400;\n",
       "    color: black;\n",
       "    font-size: 1.6rem;\n",
       "    height: 100%;\n",
       "    background: #fff;\n",
       "    margin: 0;\n",
       "}\n",
       "\n",
       "button,\n",
       "textarea,\n",
       "input,\n",
       "select {\n",
       "  font-family: 'Roboto', Arial, sans-serif;\n",
       "  -webkit-appearance: none;\n",
       "  -moz-appearance: none;\n",
       "  appearance: none;\n",
       "  border: none;\n",
       "  background: transparent;\n",
       "  cursor: pointer;\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  outline-style: none;\n",
       "  outline-color: transparent;\n",
       "  box-shadow: none;\n",
       "  border-radius: 0;\n",
       "  color: #f5f5f5;\n",
       "}\n",
       "\n",
       "input {\n",
       "  cursor: text;\n",
       "  padding: 0 15px;\n",
       "}\n",
       "\n",
       "textarea {\n",
       "  cursor: text;\n",
       "  resize: none;\n",
       "}\n",
       "\n",
       "img {\n",
       "  display: block;\n",
       "  min-width: 25%;\n",
       "  height: auto;\n",
       "    max-width: 100%;\n",
       "\n",
       "}\n",
       "\n",
       "table {\n",
       "    width: 100%;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "ul,\n",
       "ol {\n",
       "    list-style: none;\n",
       "    padding: 0;\n",
       "    margin: 0;\n",
       "}\n",
       "\n",
       "p {\n",
       "    margin: 0;\n",
       "}\n",
       "\n",
       "::-webkit-input-placeholder {\n",
       "    font-size: 1.6rem;\n",
       "color: #f5f5f5;\n",
       "}\n",
       "\n",
       "::-moz-placeholder {\n",
       "    font-size: 1.6rem;\n",
       "color: #f5f5f5;\n",
       "opacity: 1;\n",
       "}\n",
       "\n",
       ":-moz-placeholder {\n",
       "    font-size: 1.6rem;\n",
       "color: #f5f5f5;\n",
       "opacity: 1;\n",
       "}\n",
       "\n",
       ":-ms-input-placeholder {\n",
       "    font-size: 1.6rem;\n",
       "color: #f5f5f5;\n",
       "}\n",
       "\n",
       ":focus::-webkit-input-placeholder {\n",
       "    color: transparent;\n",
       "}\n",
       "\n",
       ":focus::-moz-placeholder {\n",
       "    color: transparent;\n",
       "}\n",
       "\n",
       ":focus:-moz-placeholder {\n",
       "    color: transparent;\n",
       "}\n",
       "\n",
       ":focus::-ms-input-placeholder {\n",
       "    color: transparent;\n",
       "}\n",
       "\n",
       "/* cyrillic-ext */\n",
       "@font-face {\n",
       "  font-family: 'Roboto';\n",
       "  font-style: normal;\n",
       "  font-weight: 400;\n",
       "  font-display: swap;\n",
       "  src: url(https://fonts.gstatic.com/s/roboto/v30/KFOmCnqEu92Fr1Mu72xKKTU1Kvnz.woff2) format('woff2');\n",
       "  unicode-range: U+0460-052F, U+1C80-1C88, U+20B4, U+2DE0-2DFF, U+A640-A69F, U+FE2E-FE2F;\n",
       "}\n",
       "/* cyrillic */\n",
       "@font-face {\n",
       "  font-family: 'Roboto';\n",
       "  font-style: normal;\n",
       "  font-weight: 400;\n",
       "  font-display: swap;\n",
       "  src: url(https://fonts.gstatic.com/s/roboto/v30/KFOmCnqEu92Fr1Mu5mxKKTU1Kvnz.woff2) format('woff2');\n",
       "  unicode-range: U+0301, U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116;\n",
       "}\n",
       "/* greek-ext */\n",
       "@font-face {\n",
       "  font-family: 'Roboto';\n",
       "  font-style: normal;\n",
       "  font-weight: 400;\n",
       "  font-display: swap;\n",
       "  src: url(https://fonts.gstatic.com/s/roboto/v30/KFOmCnqEu92Fr1Mu7mxKKTU1Kvnz.woff2) format('woff2');\n",
       "  unicode-range: U+1F00-1FFF;\n",
       "}\n",
       "/* greek */\n",
       "@font-face {\n",
       "  font-family: 'Roboto';\n",
       "  font-style: normal;\n",
       "  font-weight: 400;\n",
       "  font-display: swap;\n",
       "  src: url(https://fonts.gstatic.com/s/roboto/v30/KFOmCnqEu92Fr1Mu4WxKKTU1Kvnz.woff2) format('woff2');\n",
       "  unicode-range: U+0370-03FF;\n",
       "}\n",
       "/* vietnamese */\n",
       "@font-face {\n",
       "  font-family: 'Roboto';\n",
       "  font-style: normal;\n",
       "  font-weight: 400;\n",
       "  font-display: swap;\n",
       "  src: url(https://fonts.gstatic.com/s/roboto/v30/KFOmCnqEu92Fr1Mu7WxKKTU1Kvnz.woff2) format('woff2');\n",
       "  unicode-range: U+0102-0103, U+0110-0111, U+0128-0129, U+0168-0169, U+01A0-01A1, U+01AF-01B0, U+1EA0-1EF9, U+20AB;\n",
       "}\n",
       "/* latin-ext */\n",
       "@font-face {\n",
       "  font-family: 'Roboto';\n",
       "  font-style: normal;\n",
       "  font-weight: 400;\n",
       "  font-display: swap;\n",
       "  src: url(https://fonts.gstatic.com/s/roboto/v30/KFOmCnqEu92Fr1Mu7GxKKTU1Kvnz.woff2) format('woff2');\n",
       "  unicode-range: U+0100-024F, U+0259, U+1E00-1EFF, U+2020, U+20A0-20AB, U+20AD-20CF, U+2113, U+2C60-2C7F, U+A720-A7FF;\n",
       "}\n",
       "/* latin */\n",
       "@font-face {\n",
       "  font-family: 'Roboto';\n",
       "  font-style: normal;\n",
       "  font-weight: 400;\n",
       "  font-display: swap;\n",
       "  src: url(https://fonts.gstatic.com/s/roboto/v30/KFOmCnqEu92Fr1Mu4mxKKTU1Kg.woff2) format('woff2');\n",
       "  unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02BB-02BC, U+02C6, U+02DA, U+02DC, U+2000-206F, U+2074, U+20AC, U+2122, U+2191, U+2193, U+2212, U+2215, U+FEFF, U+FFFD;\n",
       "}\n",
       ".container {\n",
       "    margin: 0 auto;\n",
       "max-width: 1240px;\n",
       "}\n",
       "\n",
       "@media screen and (max-width: 1320px) {\n",
       "    .container {\n",
       "    max-width: 950px;\n",
       "}\n",
       "}\n",
       "@media screen and (max-width: 991px) {\n",
       "    .container {\n",
       "    max-width: 720px;\n",
       "}\n",
       "}\n",
       "@media screen and (max-width: 768px) {\n",
       "    .container {\n",
       "    max-width: 528px;\n",
       "}\n",
       "}\n",
       "@media screen and (max-width: 576px) {\n",
       "    .container {\n",
       "    max-width: calc(100% - 40px);\n",
       "width: 100%;\n",
       "}\n",
       "}\n",
       ".link {\n",
       "    color: #3882cb;\n",
       "        position: relative;\n",
       "text-decoration: none;\n",
       "}\n",
       ".link::before {\n",
       "    content: '';\n",
       "position: absolute;\n",
       "left: 0;\n",
       "top: 50%;\n",
       "width: 100%;\n",
       "height: 1px;\n",
       "transform: translateY(-50%);\n",
       "background-color: #3882cb;\n",
       "top: auto;\n",
       "transform: none;\n",
       "left: 0;\n",
       "bottom: 0;\n",
       "}\n",
       ".link:hover {\n",
       "    opacity: 0.7;\n",
       "}\n",
       ".link:active {\n",
       "    opacity: 0.5;\n",
       "}\n",
       "\n",
       ".table {\n",
       "    position: relative;\n",
       "    border-collapse: collapse;\n",
       "    border-spacing: 0;\n",
       "    table-layout: fixed;\n",
       "}\n",
       ".table-row {\n",
       "    display: flex;\n",
       "    flex-direction: row;\n",
       "    justify-content: flex-start;\n",
       "    align-items: stretch;\n",
       "    flex-wrap: nowrap;\n",
       "    \n",
       "}\n",
       ".table-row:nth-child(2) td {\n",
       "    border-top: none;\n",
       "}\n",
       ".table-row:nth-child(2n + 1) {\n",
       "    /* background: #2e282a33; */\n",
       "}\n",
       ".table-row:last-child td:first-child {\n",
       "    border-bottom-left-radius: 10px;\n",
       "    width: 10%;\n",
       "    flex-grow: 1;\n",
       "    flex-shrink: 0;\n",
       "    font-weight: 600;\n",
       "    font-size: 1.4rem;\n",
       "    line-height: 0.9285714286;\n",
       "    color: #2E3E8E;\n",
       "border: none;\n",
       "\n",
       "    padding: 15px 14px;\n",
       "    border-spacing: 0;\n",
       "    word-wrap: break-word;\n",
       "    height: auto;\n",
       "    border-color: #657BEC;\n",
       "    text-align: center !important;\n",
       "    border-radius-top: 10px;\n",
       "}\n",
       ".table-row:last-child td:last-child {\n",
       "    border-bottom-right-radius: 10px;\n",
       "}\n",
       ".table th {\n",
       "    width: 100%;\n",
       "    border-top-left-radius: 10px;\n",
       "    border-top-right-radius: 10px;\n",
       "    /* background: #1b1617; */\n",
       "color: #2E3E8E;background: #FFFCF3;\n",
       "    text-align: center !important;\n",
       "    font-weight: 600;\n",
       "    font-size: 2rem;\n",
       "    line-height: 0.9285714286;\n",
       "    text-align: center;\n",
       "    padding: 8px 8px;\n",
       "border: none;\n",
       "\n",
       "}\n",
       ".table td {\n",
       "    width: 10%;\n",
       "    flex-grow: 1;\n",
       "    flex-shrink: 0;\n",
       "    font-weight: 600;\n",
       "    font-size: 1.4rem;\n",
       "    line-height: 0.9285714286;\n",
       "    text-align: center !important;\n",
       "    color: #2E3E8E;\n",
       "border: none;\n",
       "    padding: 15px 14px;\n",
       "    border-spacing: 0;\n",
       "    word-wrap: break-word;\n",
       "    height: auto;\n",
       "    border-color: #657BEC;\n",
       "}\n",
       ".table td:last-child {\n",
       "    width: 10%;\n",
       "    flex-grow: 1;\n",
       "    flex-shrink: 0;\n",
       "    font-weight: 600;\n",
       "    font-size: 1.4rem;\n",
       "    line-height: 0.9285714286;\n",
       "    color: #2E3E8E;\n",
       "border: none;\n",
       "    padding: 15px 14px;\n",
       "    border-spacing: 0;\n",
       "    word-wrap: break-word;\n",
       "    height: auto;\n",
       "    border-color: #657BEC;\n",
       "    text-align: center !important;\n",
       "    border-radius-top: 10px;\n",
       "}\n",
       "\n",
       ".hero {\n",
       "    position: relative;\n",
       "}\n",
       ".hero-corner {\n",
       "    position: absolute;\n",
       "    top: 0;\n",
       "    left: 0;\n",
       "    width: 200px;\n",
       "    display: flex;\n",
       "    margin: 30px 0px 0px 20px;\n",
       "}\n",
       ".hero-content {\n",
       "    padding: 73px 0 20px;\n",
       "}\n",
       ".hero-logo {\n",
       "    position: relative;\n",
       "    display: flex;\n",
       "    flex-direction: column;\n",
       "    justify-content: flex-start;\n",
       "    align-items: center;\n",
       "    flex-wrap: nowrap;\n",
       "}\n",
       ".hero-logo__img {\n",
       "    margin-bottom: 13px;\n",
       "    position: absolute;\n",
       "    width: 150px;\n",
       "    top: 0;\n",
       "    left: 0;\n",
       "}\n",
       ".hero-logo__link {\n",
       "    font-size: 2.1rem;\n",
       "line-height: 1;\n",
       "position: absolute;\n",
       "margin: 0;\n",
       "bottom: 0;\n",
       "wifth: 150px\n",
       "right: 59px;\n",
       "}\n",
       "\n",
       ".hero-logo__subtitle {\n",
       "margin: 2px 0 24px 0;\n",
       "font-size: 4rem;\n",
       "line-height: 1.1333333333;\n",
       "font-weight: 600;\n",
       "color: #2E3E8E;\n",
       "}\n",
       "\n",
       ".hero-logo__subtitle2 {\n",
       "margin: 2px 0 24px 0;\n",
       "font-size: 2rem;\n",
       "line-height: 1.1333333333;\n",
       "font-weight: 600;\n",
       "color: #2E3E8E;\n",
       "}\n",
       "\n",
       ".main {\n",
       "    background: #FFFCF3;\n",
       "}\n",
       "\n",
       ".graph-content {\n",
       "    padding: 160px 27px 108px;\n",
       "    border-radius: 10px;\n",
       "    border: 1px solid #e4e4e433;\n",
       "}\n",
       ".graph-table {\n",
       "    width: 100%;\n",
       "}\n",
       "\n",
       ".components {\n",
       "    padding-top: 15px;\n",
       "}\n",
       "\n",
       ".component {\n",
       "    margin-bottom: 15px;\n",
       "    display: grid;\n",
       "    grid-template-columns: 50% 50%;\n",
       "    grid-gap: 8px;\n",
       "    /* row-gap: 8px; */\n",
       "    /* column-gap: 8px; */\n",
       "}\n",
       ".component:last-child {\n",
       "    margin-bottom: 0;\n",
       "}\n",
       ".component__table {\n",
       "    padding-left: 15px;\n",
       "position: relative;\n",
       "}\n",
       ".component__table::before {\n",
       "    content: attr(data-number);\n",
       "position: absolute;\n",
       "top: 50%;\n",
       "left: 0;\n",
       "transform: translateY(calc(-50% + 21px));\n",
       "font-size: 1.4rem;\n",
       "line-height: 0.9285714286;\n",
       "color: #999999;\n",
       "font-weight: 600;\n",
       "}\n",
       ".component__image {\n",
       "    border: 1px solid #e4e4e433;\n",
       "    border-radius: 10px;\n",
       "padding: 15px;\n",
       "padding-top: 15px;\n",
       "border-color: #657BEC;\n",
       "position: relative;\n",
       "border-width: 0.5px;\n",
       "max-width: 100%;\n",
       "}\n",
       ".component__image::before {\n",
       "    content: '';\n",
       "position: absolute;\n",
       "top: 27px;\n",
       "left: 27px;\n",
       "color: #fff;\n",
       "font-size: 1.4rem;\n",
       "line-height: 0.9285714286;\n",
       "font-weight: 600;\n",
       "}\n",
       ".component__image img {\n",
       "    object-fit: contain;\n",
       "width: 100%;\n",
       "}\n",
       "\n",
       "    /*# sourceMappingURL=style.css.map */\n",
       "    \n",
       "    </style>\n",
       "    <meta charset=\"utf-8\" />\n",
       "    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\" />\n",
       "    <meta name=\"author\" content=\"Dr. Danny Bickson and Dr. Amir Alush\" />\n",
       "    <meta name=\"application-name\" content=\"fastdup\" />\n",
       "    <meta name=\"desciption\" content=\"fastdup HTML report\" />\n",
       "    <meta name=\"keywords\" content=\"\" />\n",
       "    <!-- Social Media Meta tags -->\n",
       "    <meta property=\"og:title\" content=\"\" />\n",
       "    <meta property=\"og:type\" content=\"\" />\n",
       "    <meta property=\"og:url\" content=\"\" />\n",
       "    <meta property=\"og:image\" content=\"\" />\n",
       "    <title>Outliers Report</title>\n",
       "    \n",
       "    \n",
       "</head>\n",
       "\n",
       "<body>\n",
       "    <main class=\"main\">\n",
       "        <section class=\"hero\">\n",
       "            <div class=\"hero-corner\">\n",
       "                <a href=\"https://www.visual-layer.com/\" class=\"hero-logo__logo\">\n",
       "                    <img class=\"hero-logo__logo\" width=\"332\" height=\"85\" src=\"data:image/png;base64,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\" alt=\"logo\" />\n",
       "                </a>\n",
       "            </div>\n",
       "           \n",
       "            <div class=\"container\">\n",
       "                <div class=\"hero-content\">\n",
       "                    <div class=\"hero-logo\">\n",
       "                        <p class=\"hero-logo__subtitle\">Outliers Report</p><p class=\"hero-logo__subtitle2\">Showing image outliers, one per row</p>   \n",
       "                    </div>\n",
       "                </div>\n",
       "            </div>\n",
       "        </section>\n",
       "     <section class=\"components\">\n",
       "        <div class=\"container\">\n",
       "    <div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"9\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>Distance</td>\n",
       "    <td>0.46795</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>Path</td>\n",
       "    <td>/crops/images126_1280_5120tiff_333_977_331_879_448_877_449_975jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>large_aircraft</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"7\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>Distance</td>\n",
       "    <td>0.848818</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>Path</td>\n",
       "    <td>/crops/images126_0_2560tiff_1221_1277_1244_1273_1245_1280_1222_1283jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>bus</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"6\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>Distance</td>\n",
       "    <td>0.855832</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>Path</td>\n",
       "    <td>/crops/images126_0_0tiff_7_262_25_261_26_269_7_270jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>large_vehicle</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"2\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>Distance</td>\n",
       "    <td>0.858068</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>Path</td>\n",
       "    <td>/crops/images126_1280_5120tiff_-2_933_47_930_52_991_1_994jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>large_aircraft</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"4\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>Distance</td>\n",
       "    <td>0.859666</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>Path</td>\n",
       "    <td>/crops/images126_1280_5120tiff_267_1221_253_1206_259_1201_273_1215jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>heavy_equipment</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"3\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>Distance</td>\n",
       "    <td>0.863308</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>Path</td>\n",
       "    <td>/crops/images126_0_0tiff_1059_237_1079_225_1084_232_1064_244jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>heavy_equipment</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"0\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>Distance</td>\n",
       "    <td>0.867095</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>Path</td>\n",
       "    <td>/crops/images126_1280_5120tiff_601_1050_600_1015_642_1015_643_1049jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>small_aircraft</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "        \n",
       "            </div>\n",
       "        </section>\n",
       "    \n",
       "            </main>\n",
       "        </body>\n",
       "    </html>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "0"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fd.vis.outliers_gallery(load_crops=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ad571f11",
   "metadata": {},
   "source": [
    "## Brightest Image\n",
    "\n",
    "We look for the brightest satellite images"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "4a861aab-50a2-4f39-944e-f139fe60327a",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 20/20 [00:00<00:00, 6562.32it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Stored mean visual view in  output/galleries/mean.html\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    },
    {
     "data": {
      "text/html": [
       " \n",
       "    <!DOCTYPE html>\n",
       "    <html lang=\"en\">\n",
       "    <head>\n",
       "    <style>\n",
       "    :root {\n",
       "  font-size: 62.5%;\n",
       "}\n",
       "\n",
       "html {\n",
       "  -webkit-font-smoothing: antialiased;\n",
       "  -moz-osx-font-smoothing: grayscale;\n",
       "  -ms-text-size-adjust: 100%;\n",
       "  -webkit-text-size-adjust: 100%;\n",
       "  scroll-behavior: smooth;\n",
       "}\n",
       "html.is-locked {\n",
       "  overflow: hidden;\n",
       "}\n",
       "html.is-locked body {\n",
       "  position: absolute;\n",
       "  width: 100%;\n",
       "  top: 0;\n",
       "  left: 0;\n",
       "}\n",
       "html.is-locked .header .lang__link {\n",
       "  background: #fff;\n",
       "}\n",
       "\n",
       "*,\n",
       "*::before,\n",
       "*::after {\n",
       "  box-sizing: border-box;\n",
       "}\n",
       "\n",
       "b,\n",
       "strong {\n",
       "  font-weight: bold;\n",
       "}\n",
       "\n",
       "body {\n",
       "    font-family: 'Poppins', Arial, sans-serif;\n",
       "    font-weight: 400;\n",
       "    color: black;\n",
       "    font-size: 1.6rem;\n",
       "    height: 100%;\n",
       "    background: #fff;\n",
       "    margin: 0;\n",
       "}\n",
       "\n",
       "button,\n",
       "textarea,\n",
       "input,\n",
       "select {\n",
       "  font-family: 'Roboto', Arial, sans-serif;\n",
       "  -webkit-appearance: none;\n",
       "  -moz-appearance: none;\n",
       "  appearance: none;\n",
       "  border: none;\n",
       "  background: transparent;\n",
       "  cursor: pointer;\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  outline-style: none;\n",
       "  outline-color: transparent;\n",
       "  box-shadow: none;\n",
       "  border-radius: 0;\n",
       "  color: #f5f5f5;\n",
       "}\n",
       "\n",
       "input {\n",
       "  cursor: text;\n",
       "  padding: 0 15px;\n",
       "}\n",
       "\n",
       "textarea {\n",
       "  cursor: text;\n",
       "  resize: none;\n",
       "}\n",
       "\n",
       "img {\n",
       "  display: block;\n",
       "  min-width: 25%;\n",
       "  height: auto;\n",
       "    max-width: 100%;\n",
       "\n",
       "}\n",
       "\n",
       "table {\n",
       "    width: 100%;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "ul,\n",
       "ol {\n",
       "    list-style: none;\n",
       "    padding: 0;\n",
       "    margin: 0;\n",
       "}\n",
       "\n",
       "p {\n",
       "    margin: 0;\n",
       "}\n",
       "\n",
       "::-webkit-input-placeholder {\n",
       "    font-size: 1.6rem;\n",
       "color: #f5f5f5;\n",
       "}\n",
       "\n",
       "::-moz-placeholder {\n",
       "    font-size: 1.6rem;\n",
       "color: #f5f5f5;\n",
       "opacity: 1;\n",
       "}\n",
       "\n",
       ":-moz-placeholder {\n",
       "    font-size: 1.6rem;\n",
       "color: #f5f5f5;\n",
       "opacity: 1;\n",
       "}\n",
       "\n",
       ":-ms-input-placeholder {\n",
       "    font-size: 1.6rem;\n",
       "color: #f5f5f5;\n",
       "}\n",
       "\n",
       ":focus::-webkit-input-placeholder {\n",
       "    color: transparent;\n",
       "}\n",
       "\n",
       ":focus::-moz-placeholder {\n",
       "    color: transparent;\n",
       "}\n",
       "\n",
       ":focus:-moz-placeholder {\n",
       "    color: transparent;\n",
       "}\n",
       "\n",
       ":focus::-ms-input-placeholder {\n",
       "    color: transparent;\n",
       "}\n",
       "\n",
       "/* cyrillic-ext */\n",
       "@font-face {\n",
       "  font-family: 'Roboto';\n",
       "  font-style: normal;\n",
       "  font-weight: 400;\n",
       "  font-display: swap;\n",
       "  src: url(https://fonts.gstatic.com/s/roboto/v30/KFOmCnqEu92Fr1Mu72xKKTU1Kvnz.woff2) format('woff2');\n",
       "  unicode-range: U+0460-052F, U+1C80-1C88, U+20B4, U+2DE0-2DFF, U+A640-A69F, U+FE2E-FE2F;\n",
       "}\n",
       "/* cyrillic */\n",
       "@font-face {\n",
       "  font-family: 'Roboto';\n",
       "  font-style: normal;\n",
       "  font-weight: 400;\n",
       "  font-display: swap;\n",
       "  src: url(https://fonts.gstatic.com/s/roboto/v30/KFOmCnqEu92Fr1Mu5mxKKTU1Kvnz.woff2) format('woff2');\n",
       "  unicode-range: U+0301, U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116;\n",
       "}\n",
       "/* greek-ext */\n",
       "@font-face {\n",
       "  font-family: 'Roboto';\n",
       "  font-style: normal;\n",
       "  font-weight: 400;\n",
       "  font-display: swap;\n",
       "  src: url(https://fonts.gstatic.com/s/roboto/v30/KFOmCnqEu92Fr1Mu7mxKKTU1Kvnz.woff2) format('woff2');\n",
       "  unicode-range: U+1F00-1FFF;\n",
       "}\n",
       "/* greek */\n",
       "@font-face {\n",
       "  font-family: 'Roboto';\n",
       "  font-style: normal;\n",
       "  font-weight: 400;\n",
       "  font-display: swap;\n",
       "  src: url(https://fonts.gstatic.com/s/roboto/v30/KFOmCnqEu92Fr1Mu4WxKKTU1Kvnz.woff2) format('woff2');\n",
       "  unicode-range: U+0370-03FF;\n",
       "}\n",
       "/* vietnamese */\n",
       "@font-face {\n",
       "  font-family: 'Roboto';\n",
       "  font-style: normal;\n",
       "  font-weight: 400;\n",
       "  font-display: swap;\n",
       "  src: url(https://fonts.gstatic.com/s/roboto/v30/KFOmCnqEu92Fr1Mu7WxKKTU1Kvnz.woff2) format('woff2');\n",
       "  unicode-range: U+0102-0103, U+0110-0111, U+0128-0129, U+0168-0169, U+01A0-01A1, U+01AF-01B0, U+1EA0-1EF9, U+20AB;\n",
       "}\n",
       "/* latin-ext */\n",
       "@font-face {\n",
       "  font-family: 'Roboto';\n",
       "  font-style: normal;\n",
       "  font-weight: 400;\n",
       "  font-display: swap;\n",
       "  src: url(https://fonts.gstatic.com/s/roboto/v30/KFOmCnqEu92Fr1Mu7GxKKTU1Kvnz.woff2) format('woff2');\n",
       "  unicode-range: U+0100-024F, U+0259, U+1E00-1EFF, U+2020, U+20A0-20AB, U+20AD-20CF, U+2113, U+2C60-2C7F, U+A720-A7FF;\n",
       "}\n",
       "/* latin */\n",
       "@font-face {\n",
       "  font-family: 'Roboto';\n",
       "  font-style: normal;\n",
       "  font-weight: 400;\n",
       "  font-display: swap;\n",
       "  src: url(https://fonts.gstatic.com/s/roboto/v30/KFOmCnqEu92Fr1Mu4mxKKTU1Kg.woff2) format('woff2');\n",
       "  unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02BB-02BC, U+02C6, U+02DA, U+02DC, U+2000-206F, U+2074, U+20AC, U+2122, U+2191, U+2193, U+2212, U+2215, U+FEFF, U+FFFD;\n",
       "}\n",
       ".container {\n",
       "    margin: 0 auto;\n",
       "max-width: 1240px;\n",
       "}\n",
       "\n",
       "@media screen and (max-width: 1320px) {\n",
       "    .container {\n",
       "    max-width: 950px;\n",
       "}\n",
       "}\n",
       "@media screen and (max-width: 991px) {\n",
       "    .container {\n",
       "    max-width: 720px;\n",
       "}\n",
       "}\n",
       "@media screen and (max-width: 768px) {\n",
       "    .container {\n",
       "    max-width: 528px;\n",
       "}\n",
       "}\n",
       "@media screen and (max-width: 576px) {\n",
       "    .container {\n",
       "    max-width: calc(100% - 40px);\n",
       "width: 100%;\n",
       "}\n",
       "}\n",
       ".link {\n",
       "    color: #3882cb;\n",
       "        position: relative;\n",
       "text-decoration: none;\n",
       "}\n",
       ".link::before {\n",
       "    content: '';\n",
       "position: absolute;\n",
       "left: 0;\n",
       "top: 50%;\n",
       "width: 100%;\n",
       "height: 1px;\n",
       "transform: translateY(-50%);\n",
       "background-color: #3882cb;\n",
       "top: auto;\n",
       "transform: none;\n",
       "left: 0;\n",
       "bottom: 0;\n",
       "}\n",
       ".link:hover {\n",
       "    opacity: 0.7;\n",
       "}\n",
       ".link:active {\n",
       "    opacity: 0.5;\n",
       "}\n",
       "\n",
       ".table {\n",
       "    position: relative;\n",
       "    border-collapse: collapse;\n",
       "    border-spacing: 0;\n",
       "    table-layout: fixed;\n",
       "}\n",
       ".table-row {\n",
       "    display: flex;\n",
       "    flex-direction: row;\n",
       "    justify-content: flex-start;\n",
       "    align-items: stretch;\n",
       "    flex-wrap: nowrap;\n",
       "    \n",
       "}\n",
       ".table-row:nth-child(2) td {\n",
       "    border-top: none;\n",
       "}\n",
       ".table-row:nth-child(2n + 1) {\n",
       "    /* background: #2e282a33; */\n",
       "}\n",
       ".table-row:last-child td:first-child {\n",
       "    border-bottom-left-radius: 10px;\n",
       "    width: 10%;\n",
       "    flex-grow: 1;\n",
       "    flex-shrink: 0;\n",
       "    font-weight: 600;\n",
       "    font-size: 1.4rem;\n",
       "    line-height: 0.9285714286;\n",
       "    color: #2E3E8E;\n",
       "border: none;\n",
       "\n",
       "    padding: 15px 14px;\n",
       "    border-spacing: 0;\n",
       "    word-wrap: break-word;\n",
       "    height: auto;\n",
       "    border-color: #657BEC;\n",
       "    text-align: center !important;\n",
       "    border-radius-top: 10px;\n",
       "}\n",
       ".table-row:last-child td:last-child {\n",
       "    border-bottom-right-radius: 10px;\n",
       "}\n",
       ".table th {\n",
       "    width: 100%;\n",
       "    border-top-left-radius: 10px;\n",
       "    border-top-right-radius: 10px;\n",
       "    /* background: #1b1617; */\n",
       "color: #2E3E8E;background: #FFFCF3;\n",
       "    text-align: center !important;\n",
       "    font-weight: 600;\n",
       "    font-size: 2rem;\n",
       "    line-height: 0.9285714286;\n",
       "    text-align: center;\n",
       "    padding: 8px 8px;\n",
       "border: none;\n",
       "\n",
       "}\n",
       ".table td {\n",
       "    width: 10%;\n",
       "    flex-grow: 1;\n",
       "    flex-shrink: 0;\n",
       "    font-weight: 600;\n",
       "    font-size: 1.4rem;\n",
       "    line-height: 0.9285714286;\n",
       "    text-align: center !important;\n",
       "    color: #2E3E8E;\n",
       "border: none;\n",
       "    padding: 15px 14px;\n",
       "    border-spacing: 0;\n",
       "    word-wrap: break-word;\n",
       "    height: auto;\n",
       "    border-color: #657BEC;\n",
       "}\n",
       ".table td:last-child {\n",
       "    width: 10%;\n",
       "    flex-grow: 1;\n",
       "    flex-shrink: 0;\n",
       "    font-weight: 600;\n",
       "    font-size: 1.4rem;\n",
       "    line-height: 0.9285714286;\n",
       "    color: #2E3E8E;\n",
       "border: none;\n",
       "    padding: 15px 14px;\n",
       "    border-spacing: 0;\n",
       "    word-wrap: break-word;\n",
       "    height: auto;\n",
       "    border-color: #657BEC;\n",
       "    text-align: center !important;\n",
       "    border-radius-top: 10px;\n",
       "}\n",
       "\n",
       ".hero {\n",
       "    position: relative;\n",
       "}\n",
       ".hero-corner {\n",
       "    position: absolute;\n",
       "    top: 0;\n",
       "    left: 0;\n",
       "    width: 200px;\n",
       "    display: flex;\n",
       "    margin: 30px 0px 0px 20px;\n",
       "}\n",
       ".hero-content {\n",
       "    padding: 73px 0 20px;\n",
       "}\n",
       ".hero-logo {\n",
       "    position: relative;\n",
       "    display: flex;\n",
       "    flex-direction: column;\n",
       "    justify-content: flex-start;\n",
       "    align-items: center;\n",
       "    flex-wrap: nowrap;\n",
       "}\n",
       ".hero-logo__img {\n",
       "    margin-bottom: 13px;\n",
       "    position: absolute;\n",
       "    width: 150px;\n",
       "    top: 0;\n",
       "    left: 0;\n",
       "}\n",
       ".hero-logo__link {\n",
       "    font-size: 2.1rem;\n",
       "line-height: 1;\n",
       "position: absolute;\n",
       "margin: 0;\n",
       "bottom: 0;\n",
       "wifth: 150px\n",
       "right: 59px;\n",
       "}\n",
       "\n",
       ".hero-logo__subtitle {\n",
       "margin: 2px 0 24px 0;\n",
       "font-size: 4rem;\n",
       "line-height: 1.1333333333;\n",
       "font-weight: 600;\n",
       "color: #2E3E8E;\n",
       "}\n",
       "\n",
       ".hero-logo__subtitle2 {\n",
       "margin: 2px 0 24px 0;\n",
       "font-size: 2rem;\n",
       "line-height: 1.1333333333;\n",
       "font-weight: 600;\n",
       "color: #2E3E8E;\n",
       "}\n",
       "\n",
       ".main {\n",
       "    background: #FFFCF3;\n",
       "}\n",
       "\n",
       ".graph-content {\n",
       "    padding: 160px 27px 108px;\n",
       "    border-radius: 10px;\n",
       "    border: 1px solid #e4e4e433;\n",
       "}\n",
       ".graph-table {\n",
       "    width: 100%;\n",
       "}\n",
       "\n",
       ".components {\n",
       "    padding-top: 15px;\n",
       "}\n",
       "\n",
       ".component {\n",
       "    margin-bottom: 15px;\n",
       "    display: grid;\n",
       "    grid-template-columns: 50% 50%;\n",
       "    grid-gap: 8px;\n",
       "    /* row-gap: 8px; */\n",
       "    /* column-gap: 8px; */\n",
       "}\n",
       ".component:last-child {\n",
       "    margin-bottom: 0;\n",
       "}\n",
       ".component__table {\n",
       "    padding-left: 15px;\n",
       "position: relative;\n",
       "}\n",
       ".component__table::before {\n",
       "    content: attr(data-number);\n",
       "position: absolute;\n",
       "top: 50%;\n",
       "left: 0;\n",
       "transform: translateY(calc(-50% + 21px));\n",
       "font-size: 1.4rem;\n",
       "line-height: 0.9285714286;\n",
       "color: #999999;\n",
       "font-weight: 600;\n",
       "}\n",
       ".component__image {\n",
       "    border: 1px solid #e4e4e433;\n",
       "    border-radius: 10px;\n",
       "padding: 15px;\n",
       "padding-top: 15px;\n",
       "border-color: #657BEC;\n",
       "position: relative;\n",
       "border-width: 0.5px;\n",
       "max-width: 100%;\n",
       "}\n",
       ".component__image::before {\n",
       "    content: '';\n",
       "position: absolute;\n",
       "top: 27px;\n",
       "left: 27px;\n",
       "color: #fff;\n",
       "font-size: 1.4rem;\n",
       "line-height: 0.9285714286;\n",
       "font-weight: 600;\n",
       "}\n",
       ".component__image img {\n",
       "    object-fit: contain;\n",
       "width: 100%;\n",
       "}\n",
       "\n",
       "    /*# sourceMappingURL=style.css.map */\n",
       "    \n",
       "    </style>\n",
       "    <meta charset=\"utf-8\" />\n",
       "    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\" />\n",
       "    <meta name=\"author\" content=\"Dr. Danny Bickson and Dr. Amir Alush\" />\n",
       "    <meta name=\"application-name\" content=\"fastdup\" />\n",
       "    <meta name=\"desciption\" content=\"fastdup HTML report\" />\n",
       "    <meta name=\"keywords\" content=\"\" />\n",
       "    <!-- Social Media Meta tags -->\n",
       "    <meta property=\"og:title\" content=\"\" />\n",
       "    <meta property=\"og:type\" content=\"\" />\n",
       "    <meta property=\"og:url\" content=\"\" />\n",
       "    <meta property=\"og:image\" content=\"\" />\n",
       "    <title>Bright Image Report</title>\n",
       "    \n",
       "    \n",
       "</head>\n",
       "\n",
       "<body>\n",
       "    <main class=\"main\">\n",
       "        <section class=\"hero\">\n",
       "            <div class=\"hero-corner\">\n",
       "                <a href=\"https://www.visual-layer.com/\" class=\"hero-logo__logo\">\n",
       "                    <img class=\"hero-logo__logo\" width=\"332\" height=\"85\" src=\"data:image/png;base64,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\" alt=\"logo\" />\n",
       "                </a>\n",
       "            </div>\n",
       "           \n",
       "            <div class=\"container\">\n",
       "                <div class=\"hero-content\">\n",
       "                    <div class=\"hero-logo\">\n",
       "                        <p class=\"hero-logo__subtitle\">Bright Image Report</p><p class=\"hero-logo__subtitle2\">Showing example images, sort by descending order</p>   \n",
       "                    </div>\n",
       "                </div>\n",
       "            </div>\n",
       "        </section>\n",
       "     <section class=\"components\">\n",
       "        <div class=\"container\">\n",
       "    <div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"11\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>mean</td>\n",
       "    <td>115.5904</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>filename</td>\n",
       "    <td>output/crops/images126_0_0.tiff_949_234_950_219_956_220_955_234.jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>N/A</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"10\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>mean</td>\n",
       "    <td>92.5701</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>filename</td>\n",
       "    <td>output/crops/images126_0_0.tiff_1030_250_1036_246_1041_256_1034_259.jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>N/A</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"113\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>mean</td>\n",
       "    <td>91.7934</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>filename</td>\n",
       "    <td>output/crops/images126_1280_5120.tiff_601_1050_600_1015_642_1015_643_1049.jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>N/A</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"108\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>mean</td>\n",
       "    <td>90.4244</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>filename</td>\n",
       "    <td>output/crops/images126_1280_5120.tiff_794_1192_794_1157_833_1156_834_1192.jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>N/A</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"2\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>mean</td>\n",
       "    <td>90.1924</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>filename</td>\n",
       "    <td>output/crops/images126_0_0.tiff_1059_237_1079_225_1084_232_1064_244.jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>N/A</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"0\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>mean</td>\n",
       "    <td>89.8846</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>filename</td>\n",
       "    <td>output/crops/images126_0_0.tiff_1221_423_1229_404_1236_407_1229_426.jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>N/A</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"101\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>mean</td>\n",
       "    <td>88.5196</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>filename</td>\n",
       "    <td>output/crops/images126_1280_5120.tiff_1012_148_1030_161_1024_170_1006_156.jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>N/A</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"96\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>mean</td>\n",
       "    <td>88.3636</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>filename</td>\n",
       "    <td>output/crops/images126_1280_5120.tiff_996_134_1012_134_1012_141_996_141.jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>N/A</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"112\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>mean</td>\n",
       "    <td>86.5223</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>filename</td>\n",
       "    <td>output/crops/images126_1280_5120.tiff_592_900_592_889_611_888_611_900.jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>N/A</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"74\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>mean</td>\n",
       "    <td>85.2022</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>filename</td>\n",
       "    <td>output/crops/images126_0_5120.tiff_20_1049_28_1057_24_1060_16_1052.jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>N/A</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"109\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>mean</td>\n",
       "    <td>84.5831</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>filename</td>\n",
       "    <td>output/crops/images126_1280_5120.tiff_889_1005_888_982_917_981_917_1005.jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>N/A</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"13\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>mean</td>\n",
       "    <td>82.7721</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>filename</td>\n",
       "    <td>output/crops/images126_0_0.tiff_1028_192_1033_185_1039_190_1033_197.jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>N/A</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"25\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>mean</td>\n",
       "    <td>82.3681</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>filename</td>\n",
       "    <td>output/crops/images126_0_1280.tiff_330_829_348_832_347_841_329_838.jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>N/A</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"115\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>mean</td>\n",
       "    <td>79.9242</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>filename</td>\n",
       "    <td>output/crops/images126_1280_5120.tiff_909_1133_909_1107_939_1107_939_1132.jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>N/A</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"98\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>mean</td>\n",
       "    <td>78.291</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>filename</td>\n",
       "    <td>output/crops/images126_1280_5120.tiff_907_1078_906_1055_924_1054_925_1078.jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>N/A</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAIBAQEBAQIBAQECAgICAgQDAgICAgUEBAMEBgUGBgYFBgYGBwkIBgcJBwYGCAsICQoKCgoKBggLDAsKDAkKCgr/2wBDAQICAgICAgUDAwUKBwYHCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgr/wAARCAAtACkDASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD5Be2khh+W6UYXIJPP86zvtUMjbWuMnnJzVXUpL1+I4nBK9NwAqtb2V6kg3qiKR1MlAG9pekabczNK1w7HHJHQVXvxZQXKQW8khU8cjNbfjm7uPA3wTTUdNS1d7txvl2/OMk98+1cp4T8Q/wBt6ZDPKke8j5yxPWgDoLvQfDzaYtzdWjSMw6E9Kzv+Ef8AC/8A0DV/Oun0bQ9V8Z3sXh7RJbKOVx8rXd2sKZ/3mOK6f/hlf4u/8/8A4Y/8Ka2/+KoA8Sn1O3+zROk3z+WAevWrHhu01jxjfw6NoGkXF5dSPhY4UJ/M9h9a9T+Mvxa/ZJ8daPJ4j8L+FtVttXc7o2g0/wAuOTr97DY/Ss7Rv2o7vwJ4Ot7T4YfCzT7S5dP9IvbmT5yfU4oAt/H34UeJvD3wq0XwZ4ilgtLu8nRcLIH8sHucfWqUn7I3xZ+GvhyLUrW0i1y1kgWVZtMJZkBGfmTrx7Zrzj4y/H7x/wCO7aC58UalGL2Fw8QU4VTz0/IVb8B/tmftG22nR2ln8QdkcUWxFa2RsL0xyKALc2qXzZt7mJkZCQ6ltrKfQ9war/6V/wBBC+/8Cm/xrIhv9b17V7jxBr2q/aJ7t90rBAoz9BWxu/6e0/77NACWPhmxs9Jiil1ASbI+CFFa/gE/Dq01qO+8dWNze2sIylpC20OfQ+1YHhXw5e6OTa3Ouy3MZXGxowMfqa0k0+3RFK7vzoA9E8XfEj4UeK/BV7pHij4WaWlr5WNPlRAklv1x83XOK8R8Cab8LpbptPnupY5DKRDu4UjnAyK7rUdL0+70dLe7thIjDlWPFXfC3hzw1bxuyaDb5T7pK9KAC18A+FYYwY7clSO8hP49am/4RDw5/wA+o/76/wDr1pSXlrGwRNPUfLj75x+VM+2x/wDPon5mgD//2Q==\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"94\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>mean</td>\n",
       "    <td>78.1487</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>filename</td>\n",
       "    <td>output/crops/images126_1280_5120.tiff_906_1106_906_1080_935_1080_936_1106.jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>N/A</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"53\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>mean</td>\n",
       "    <td>77.239</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>filename</td>\n",
       "    <td>output/crops/images126_0_5120.tiff_1059_1066_1059_1079_1055_1079_1055_1066.jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>N/A</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"110\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>mean</td>\n",
       "    <td>77.0893</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>filename</td>\n",
       "    <td>output/crops/images126_1280_5120.tiff_1062_124_1080_125_1079_133_1061_132.jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>N/A</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"27\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>mean</td>\n",
       "    <td>76.4959</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>filename</td>\n",
       "    <td>output/crops/images126_0_2560.tiff_595_253_615_258_613_266_594_261.jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>N/A</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"26\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>mean</td>\n",
       "    <td>76.3903</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>filename</td>\n",
       "    <td>output/crops/images126_0_1280.tiff_150_799_170_798_171_806_150_807.jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>N/A</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "        \n",
       "            </div>\n",
       "        </section>\n",
       "    \n",
       "            </main>\n",
       "        </body>\n",
       "    </html>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "0"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fd.vis.stats_gallery(metric='mean')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "00277963",
   "metadata": {},
   "source": [
    "## Blurry Images \n",
    "Now we look for the most blurry images"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "c0a2d9d9-5180-4ebe-b073-f7feef1e4c6d",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 20/20 [00:00<00:00, 6341.55it/s]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Stored blur visual view in  output/galleries/blur.html\n"
     ]
    },
    {
     "data": {
      "text/html": [
       " \n",
       "    <!DOCTYPE html>\n",
       "    <html lang=\"en\">\n",
       "    <head>\n",
       "    <style>\n",
       "    :root {\n",
       "  font-size: 62.5%;\n",
       "}\n",
       "\n",
       "html {\n",
       "  -webkit-font-smoothing: antialiased;\n",
       "  -moz-osx-font-smoothing: grayscale;\n",
       "  -ms-text-size-adjust: 100%;\n",
       "  -webkit-text-size-adjust: 100%;\n",
       "  scroll-behavior: smooth;\n",
       "}\n",
       "html.is-locked {\n",
       "  overflow: hidden;\n",
       "}\n",
       "html.is-locked body {\n",
       "  position: absolute;\n",
       "  width: 100%;\n",
       "  top: 0;\n",
       "  left: 0;\n",
       "}\n",
       "html.is-locked .header .lang__link {\n",
       "  background: #fff;\n",
       "}\n",
       "\n",
       "*,\n",
       "*::before,\n",
       "*::after {\n",
       "  box-sizing: border-box;\n",
       "}\n",
       "\n",
       "b,\n",
       "strong {\n",
       "  font-weight: bold;\n",
       "}\n",
       "\n",
       "body {\n",
       "    font-family: 'Poppins', Arial, sans-serif;\n",
       "    font-weight: 400;\n",
       "    color: black;\n",
       "    font-size: 1.6rem;\n",
       "    height: 100%;\n",
       "    background: #fff;\n",
       "    margin: 0;\n",
       "}\n",
       "\n",
       "button,\n",
       "textarea,\n",
       "input,\n",
       "select {\n",
       "  font-family: 'Roboto', Arial, sans-serif;\n",
       "  -webkit-appearance: none;\n",
       "  -moz-appearance: none;\n",
       "  appearance: none;\n",
       "  border: none;\n",
       "  background: transparent;\n",
       "  cursor: pointer;\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  outline-style: none;\n",
       "  outline-color: transparent;\n",
       "  box-shadow: none;\n",
       "  border-radius: 0;\n",
       "  color: #f5f5f5;\n",
       "}\n",
       "\n",
       "input {\n",
       "  cursor: text;\n",
       "  padding: 0 15px;\n",
       "}\n",
       "\n",
       "textarea {\n",
       "  cursor: text;\n",
       "  resize: none;\n",
       "}\n",
       "\n",
       "img {\n",
       "  display: block;\n",
       "  min-width: 25%;\n",
       "  height: auto;\n",
       "    max-width: 100%;\n",
       "\n",
       "}\n",
       "\n",
       "table {\n",
       "    width: 100%;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "ul,\n",
       "ol {\n",
       "    list-style: none;\n",
       "    padding: 0;\n",
       "    margin: 0;\n",
       "}\n",
       "\n",
       "p {\n",
       "    margin: 0;\n",
       "}\n",
       "\n",
       "::-webkit-input-placeholder {\n",
       "    font-size: 1.6rem;\n",
       "color: #f5f5f5;\n",
       "}\n",
       "\n",
       "::-moz-placeholder {\n",
       "    font-size: 1.6rem;\n",
       "color: #f5f5f5;\n",
       "opacity: 1;\n",
       "}\n",
       "\n",
       ":-moz-placeholder {\n",
       "    font-size: 1.6rem;\n",
       "color: #f5f5f5;\n",
       "opacity: 1;\n",
       "}\n",
       "\n",
       ":-ms-input-placeholder {\n",
       "    font-size: 1.6rem;\n",
       "color: #f5f5f5;\n",
       "}\n",
       "\n",
       ":focus::-webkit-input-placeholder {\n",
       "    color: transparent;\n",
       "}\n",
       "\n",
       ":focus::-moz-placeholder {\n",
       "    color: transparent;\n",
       "}\n",
       "\n",
       ":focus:-moz-placeholder {\n",
       "    color: transparent;\n",
       "}\n",
       "\n",
       ":focus::-ms-input-placeholder {\n",
       "    color: transparent;\n",
       "}\n",
       "\n",
       "/* cyrillic-ext */\n",
       "@font-face {\n",
       "  font-family: 'Roboto';\n",
       "  font-style: normal;\n",
       "  font-weight: 400;\n",
       "  font-display: swap;\n",
       "  src: url(https://fonts.gstatic.com/s/roboto/v30/KFOmCnqEu92Fr1Mu72xKKTU1Kvnz.woff2) format('woff2');\n",
       "  unicode-range: U+0460-052F, U+1C80-1C88, U+20B4, U+2DE0-2DFF, U+A640-A69F, U+FE2E-FE2F;\n",
       "}\n",
       "/* cyrillic */\n",
       "@font-face {\n",
       "  font-family: 'Roboto';\n",
       "  font-style: normal;\n",
       "  font-weight: 400;\n",
       "  font-display: swap;\n",
       "  src: url(https://fonts.gstatic.com/s/roboto/v30/KFOmCnqEu92Fr1Mu5mxKKTU1Kvnz.woff2) format('woff2');\n",
       "  unicode-range: U+0301, U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116;\n",
       "}\n",
       "/* greek-ext */\n",
       "@font-face {\n",
       "  font-family: 'Roboto';\n",
       "  font-style: normal;\n",
       "  font-weight: 400;\n",
       "  font-display: swap;\n",
       "  src: url(https://fonts.gstatic.com/s/roboto/v30/KFOmCnqEu92Fr1Mu7mxKKTU1Kvnz.woff2) format('woff2');\n",
       "  unicode-range: U+1F00-1FFF;\n",
       "}\n",
       "/* greek */\n",
       "@font-face {\n",
       "  font-family: 'Roboto';\n",
       "  font-style: normal;\n",
       "  font-weight: 400;\n",
       "  font-display: swap;\n",
       "  src: url(https://fonts.gstatic.com/s/roboto/v30/KFOmCnqEu92Fr1Mu4WxKKTU1Kvnz.woff2) format('woff2');\n",
       "  unicode-range: U+0370-03FF;\n",
       "}\n",
       "/* vietnamese */\n",
       "@font-face {\n",
       "  font-family: 'Roboto';\n",
       "  font-style: normal;\n",
       "  font-weight: 400;\n",
       "  font-display: swap;\n",
       "  src: url(https://fonts.gstatic.com/s/roboto/v30/KFOmCnqEu92Fr1Mu7WxKKTU1Kvnz.woff2) format('woff2');\n",
       "  unicode-range: U+0102-0103, U+0110-0111, U+0128-0129, U+0168-0169, U+01A0-01A1, U+01AF-01B0, U+1EA0-1EF9, U+20AB;\n",
       "}\n",
       "/* latin-ext */\n",
       "@font-face {\n",
       "  font-family: 'Roboto';\n",
       "  font-style: normal;\n",
       "  font-weight: 400;\n",
       "  font-display: swap;\n",
       "  src: url(https://fonts.gstatic.com/s/roboto/v30/KFOmCnqEu92Fr1Mu7GxKKTU1Kvnz.woff2) format('woff2');\n",
       "  unicode-range: U+0100-024F, U+0259, U+1E00-1EFF, U+2020, U+20A0-20AB, U+20AD-20CF, U+2113, U+2C60-2C7F, U+A720-A7FF;\n",
       "}\n",
       "/* latin */\n",
       "@font-face {\n",
       "  font-family: 'Roboto';\n",
       "  font-style: normal;\n",
       "  font-weight: 400;\n",
       "  font-display: swap;\n",
       "  src: url(https://fonts.gstatic.com/s/roboto/v30/KFOmCnqEu92Fr1Mu4mxKKTU1Kg.woff2) format('woff2');\n",
       "  unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02BB-02BC, U+02C6, U+02DA, U+02DC, U+2000-206F, U+2074, U+20AC, U+2122, U+2191, U+2193, U+2212, U+2215, U+FEFF, U+FFFD;\n",
       "}\n",
       ".container {\n",
       "    margin: 0 auto;\n",
       "max-width: 1240px;\n",
       "}\n",
       "\n",
       "@media screen and (max-width: 1320px) {\n",
       "    .container {\n",
       "    max-width: 950px;\n",
       "}\n",
       "}\n",
       "@media screen and (max-width: 991px) {\n",
       "    .container {\n",
       "    max-width: 720px;\n",
       "}\n",
       "}\n",
       "@media screen and (max-width: 768px) {\n",
       "    .container {\n",
       "    max-width: 528px;\n",
       "}\n",
       "}\n",
       "@media screen and (max-width: 576px) {\n",
       "    .container {\n",
       "    max-width: calc(100% - 40px);\n",
       "width: 100%;\n",
       "}\n",
       "}\n",
       ".link {\n",
       "    color: #3882cb;\n",
       "        position: relative;\n",
       "text-decoration: none;\n",
       "}\n",
       ".link::before {\n",
       "    content: '';\n",
       "position: absolute;\n",
       "left: 0;\n",
       "top: 50%;\n",
       "width: 100%;\n",
       "height: 1px;\n",
       "transform: translateY(-50%);\n",
       "background-color: #3882cb;\n",
       "top: auto;\n",
       "transform: none;\n",
       "left: 0;\n",
       "bottom: 0;\n",
       "}\n",
       ".link:hover {\n",
       "    opacity: 0.7;\n",
       "}\n",
       ".link:active {\n",
       "    opacity: 0.5;\n",
       "}\n",
       "\n",
       ".table {\n",
       "    position: relative;\n",
       "    border-collapse: collapse;\n",
       "    border-spacing: 0;\n",
       "    table-layout: fixed;\n",
       "}\n",
       ".table-row {\n",
       "    display: flex;\n",
       "    flex-direction: row;\n",
       "    justify-content: flex-start;\n",
       "    align-items: stretch;\n",
       "    flex-wrap: nowrap;\n",
       "    \n",
       "}\n",
       ".table-row:nth-child(2) td {\n",
       "    border-top: none;\n",
       "}\n",
       ".table-row:nth-child(2n + 1) {\n",
       "    /* background: #2e282a33; */\n",
       "}\n",
       ".table-row:last-child td:first-child {\n",
       "    border-bottom-left-radius: 10px;\n",
       "    width: 10%;\n",
       "    flex-grow: 1;\n",
       "    flex-shrink: 0;\n",
       "    font-weight: 600;\n",
       "    font-size: 1.4rem;\n",
       "    line-height: 0.9285714286;\n",
       "    color: #2E3E8E;\n",
       "border: none;\n",
       "\n",
       "    padding: 15px 14px;\n",
       "    border-spacing: 0;\n",
       "    word-wrap: break-word;\n",
       "    height: auto;\n",
       "    border-color: #657BEC;\n",
       "    text-align: center !important;\n",
       "    border-radius-top: 10px;\n",
       "}\n",
       ".table-row:last-child td:last-child {\n",
       "    border-bottom-right-radius: 10px;\n",
       "}\n",
       ".table th {\n",
       "    width: 100%;\n",
       "    border-top-left-radius: 10px;\n",
       "    border-top-right-radius: 10px;\n",
       "    /* background: #1b1617; */\n",
       "color: #2E3E8E;background: #FFFCF3;\n",
       "    text-align: center !important;\n",
       "    font-weight: 600;\n",
       "    font-size: 2rem;\n",
       "    line-height: 0.9285714286;\n",
       "    text-align: center;\n",
       "    padding: 8px 8px;\n",
       "border: none;\n",
       "\n",
       "}\n",
       ".table td {\n",
       "    width: 10%;\n",
       "    flex-grow: 1;\n",
       "    flex-shrink: 0;\n",
       "    font-weight: 600;\n",
       "    font-size: 1.4rem;\n",
       "    line-height: 0.9285714286;\n",
       "    text-align: center !important;\n",
       "    color: #2E3E8E;\n",
       "border: none;\n",
       "    padding: 15px 14px;\n",
       "    border-spacing: 0;\n",
       "    word-wrap: break-word;\n",
       "    height: auto;\n",
       "    border-color: #657BEC;\n",
       "}\n",
       ".table td:last-child {\n",
       "    width: 10%;\n",
       "    flex-grow: 1;\n",
       "    flex-shrink: 0;\n",
       "    font-weight: 600;\n",
       "    font-size: 1.4rem;\n",
       "    line-height: 0.9285714286;\n",
       "    color: #2E3E8E;\n",
       "border: none;\n",
       "    padding: 15px 14px;\n",
       "    border-spacing: 0;\n",
       "    word-wrap: break-word;\n",
       "    height: auto;\n",
       "    border-color: #657BEC;\n",
       "    text-align: center !important;\n",
       "    border-radius-top: 10px;\n",
       "}\n",
       "\n",
       ".hero {\n",
       "    position: relative;\n",
       "}\n",
       ".hero-corner {\n",
       "    position: absolute;\n",
       "    top: 0;\n",
       "    left: 0;\n",
       "    width: 200px;\n",
       "    display: flex;\n",
       "    margin: 30px 0px 0px 20px;\n",
       "}\n",
       ".hero-content {\n",
       "    padding: 73px 0 20px;\n",
       "}\n",
       ".hero-logo {\n",
       "    position: relative;\n",
       "    display: flex;\n",
       "    flex-direction: column;\n",
       "    justify-content: flex-start;\n",
       "    align-items: center;\n",
       "    flex-wrap: nowrap;\n",
       "}\n",
       ".hero-logo__img {\n",
       "    margin-bottom: 13px;\n",
       "    position: absolute;\n",
       "    width: 150px;\n",
       "    top: 0;\n",
       "    left: 0;\n",
       "}\n",
       ".hero-logo__link {\n",
       "    font-size: 2.1rem;\n",
       "line-height: 1;\n",
       "position: absolute;\n",
       "margin: 0;\n",
       "bottom: 0;\n",
       "wifth: 150px\n",
       "right: 59px;\n",
       "}\n",
       "\n",
       ".hero-logo__subtitle {\n",
       "margin: 2px 0 24px 0;\n",
       "font-size: 4rem;\n",
       "line-height: 1.1333333333;\n",
       "font-weight: 600;\n",
       "color: #2E3E8E;\n",
       "}\n",
       "\n",
       ".hero-logo__subtitle2 {\n",
       "margin: 2px 0 24px 0;\n",
       "font-size: 2rem;\n",
       "line-height: 1.1333333333;\n",
       "font-weight: 600;\n",
       "color: #2E3E8E;\n",
       "}\n",
       "\n",
       ".main {\n",
       "    background: #FFFCF3;\n",
       "}\n",
       "\n",
       ".graph-content {\n",
       "    padding: 160px 27px 108px;\n",
       "    border-radius: 10px;\n",
       "    border: 1px solid #e4e4e433;\n",
       "}\n",
       ".graph-table {\n",
       "    width: 100%;\n",
       "}\n",
       "\n",
       ".components {\n",
       "    padding-top: 15px;\n",
       "}\n",
       "\n",
       ".component {\n",
       "    margin-bottom: 15px;\n",
       "    display: grid;\n",
       "    grid-template-columns: 50% 50%;\n",
       "    grid-gap: 8px;\n",
       "    /* row-gap: 8px; */\n",
       "    /* column-gap: 8px; */\n",
       "}\n",
       ".component:last-child {\n",
       "    margin-bottom: 0;\n",
       "}\n",
       ".component__table {\n",
       "    padding-left: 15px;\n",
       "position: relative;\n",
       "}\n",
       ".component__table::before {\n",
       "    content: attr(data-number);\n",
       "position: absolute;\n",
       "top: 50%;\n",
       "left: 0;\n",
       "transform: translateY(calc(-50% + 21px));\n",
       "font-size: 1.4rem;\n",
       "line-height: 0.9285714286;\n",
       "color: #999999;\n",
       "font-weight: 600;\n",
       "}\n",
       ".component__image {\n",
       "    border: 1px solid #e4e4e433;\n",
       "    border-radius: 10px;\n",
       "padding: 15px;\n",
       "padding-top: 15px;\n",
       "border-color: #657BEC;\n",
       "position: relative;\n",
       "border-width: 0.5px;\n",
       "max-width: 100%;\n",
       "}\n",
       ".component__image::before {\n",
       "    content: '';\n",
       "position: absolute;\n",
       "top: 27px;\n",
       "left: 27px;\n",
       "color: #fff;\n",
       "font-size: 1.4rem;\n",
       "line-height: 0.9285714286;\n",
       "font-weight: 600;\n",
       "}\n",
       ".component__image img {\n",
       "    object-fit: contain;\n",
       "width: 100%;\n",
       "}\n",
       "\n",
       "    /*# sourceMappingURL=style.css.map */\n",
       "    \n",
       "    </style>\n",
       "    <meta charset=\"utf-8\" />\n",
       "    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\" />\n",
       "    <meta name=\"author\" content=\"Dr. Danny Bickson and Dr. Amir Alush\" />\n",
       "    <meta name=\"application-name\" content=\"fastdup\" />\n",
       "    <meta name=\"desciption\" content=\"fastdup HTML report\" />\n",
       "    <meta name=\"keywords\" content=\"\" />\n",
       "    <!-- Social Media Meta tags -->\n",
       "    <meta property=\"og:title\" content=\"\" />\n",
       "    <meta property=\"og:type\" content=\"\" />\n",
       "    <meta property=\"og:url\" content=\"\" />\n",
       "    <meta property=\"og:image\" content=\"\" />\n",
       "    <title>Blurry Image Report</title>\n",
       "    \n",
       "    \n",
       "</head>\n",
       "\n",
       "<body>\n",
       "    <main class=\"main\">\n",
       "        <section class=\"hero\">\n",
       "            <div class=\"hero-corner\">\n",
       "                <a href=\"https://www.visual-layer.com/\" class=\"hero-logo__logo\">\n",
       "                    <img class=\"hero-logo__logo\" width=\"332\" height=\"85\" src=\"data:image/png;base64,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\" alt=\"logo\" />\n",
       "                </a>\n",
       "            </div>\n",
       "           \n",
       "            <div class=\"container\">\n",
       "                <div class=\"hero-content\">\n",
       "                    <div class=\"hero-logo\">\n",
       "                        <p class=\"hero-logo__subtitle\">Blurry Image Report</p><p class=\"hero-logo__subtitle2\">Showing example images, sort by ascending order</p>   \n",
       "                    </div>\n",
       "                </div>\n",
       "            </div>\n",
       "        </section>\n",
       "     <section class=\"components\">\n",
       "        <div class=\"container\">\n",
       "    <div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"116\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>blur</td>\n",
       "    <td>5.0175</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>filename</td>\n",
       "    <td>output/crops/images126_1280_5120.tiff_267_1221_253_1206_259_1201_273_1215.jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>heavy_equipment</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"44\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>blur</td>\n",
       "    <td>5.6971</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>filename</td>\n",
       "    <td>output/crops/images126_0_3840.tiff_631_554_638_551_647_568_641_572.jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>heavy_equipment</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAIBAQEBAQIBAQECAgICAgQDAgICAgUEBAMEBgUGBgYFBgYGBwkIBgcJBwYGCAsICQoKCgoKBggLDAsKDAkKCgr/2wBDAQICAgICAgUDAwUKBwYHCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgr/wAARCAAWACEDASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD89leBQuy7yvVl3g4Nc7qHi/S9M1SeO6uWm524VF2qPTB7+9WZLNFUqjFeemOtZt/4N0W5t4JY7txcSBmuc8gN6D8aAL1v418HXA2SqYsDqYuv1xmtDRtR8P6lL9nspDhGzuMrDb7j0rlZPh/amHdFqoPIypUj/GobLQLvTJZY7e6Od5Ade45oA9CzN/0F7n/wKkoriNuvf8/DfmaKAOjjS3uNyxh17ZLZNRTW7258p3DZHytjB/GiigCBiFJQE4FKkKiI0UUAJ5A/vGiiigD/2Q==\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"3\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>blur</td>\n",
       "    <td>5.7064</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>filename</td>\n",
       "    <td>output/crops/images126_0_0.tiff_964_831_981_832_981_839_964_838.jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>medium_vehicle</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"7\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>blur</td>\n",
       "    <td>7.9295</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>filename</td>\n",
       "    <td>output/crops/images126_0_0.tiff_1121_877_1137_879_1137_885_1120_884.jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>medium_vehicle</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"28\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>blur</td>\n",
       "    <td>8.1925</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>filename</td>\n",
       "    <td>output/crops/images126_0_2560.tiff_482_267_493_277_488_282_477_271.jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>medium_vehicle</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"33\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>blur</td>\n",
       "    <td>8.464</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>filename</td>\n",
       "    <td>output/crops/images126_0_2560.tiff_621_487_624_477_629_478_626_489.jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>heavy_equipment</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"39\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>blur</td>\n",
       "    <td>9.0193</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>filename</td>\n",
       "    <td>output/crops/images126_0_3840.tiff_864_534_871_538_863_554_856_551.jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>heavy_equipment</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"29\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>blur</td>\n",
       "    <td>10.5485</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>filename</td>\n",
       "    <td>output/crops/images126_0_2560.tiff_556_455_570_454_570_462_557_463.jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>heavy_equipment</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"14\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>blur</td>\n",
       "    <td>11.0871</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>filename</td>\n",
       "    <td>output/crops/images126_0_0.tiff_965_859_985_859_985_866_965_865.jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>large_vehicle</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"4\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>blur</td>\n",
       "    <td>11.5538</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>filename</td>\n",
       "    <td>output/crops/images126_0_0.tiff_985_867_1001_868_1000_875_984_873.jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>medium_vehicle</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"17\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>blur</td>\n",
       "    <td>11.8231</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>filename</td>\n",
       "    <td>output/crops/images126_0_1280.tiff_527_824_557_825_557_836_526_835.jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>heavy_equipment</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"58\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>blur</td>\n",
       "    <td>12.157</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>filename</td>\n",
       "    <td>output/crops/images126_0_5120.tiff_704_1078_710_1079_709_1091_703_1091.jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>medium_vehicle</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAIBAQEBAQIBAQECAgICAgQDAgICAgUEBAMEBgUGBgYFBgYGBwkIBgcJBwYGCAsICQoKCgoKBggLDAsKDAkKCgr/2wBDAQICAgICAgUDAwUKBwYHCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgr/wAARCAAdABUDASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD48WYGQnBBUlTx25rgtX+NelWGvvo9vprS+XMEkmEmB1wce3Nd1LNcpiR3UpIrE54xxXkXjfwJo+j6lYJolqIZLm+KsVJfI68Dv0oA9H/tGATSb33AtuVWX7oPYcUVh6TfWficSOlx5T27bJYwvCnJ6flRQB1U5EkG7zQyNjACj5Rk5rkdG8AajbeI7fUtavRPDbFjbjeWIc5wcfSt/Sb95lWNoxgbx+XStJJGyrHBwduMfXn9KAK0dnBayyCytYY1Z8kgAbj6+9FXgVicoUDYHU/U0UAf/9k=\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"63\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>blur</td>\n",
       "    <td>12.5293</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>filename</td>\n",
       "    <td>output/crops/images126_0_5120.tiff_688_1078_694_1078_694_1092_688_1092.jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>medium_vehicle</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"5\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>blur</td>\n",
       "    <td>12.76</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>filename</td>\n",
       "    <td>output/crops/images126_0_0.tiff_1012_839_1031_841_1030_848_1011_846.jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>large_vehicle</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAIBAQEBAQIBAQECAgICAgQDAgICAgUEBAMEBgUGBgYFBgYGBwkIBgcJBwYGCAsICQoKCgoKBggLDAsKDAkKCgr/2wBDAQICAgICAgUDAwUKBwYHCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgr/wAARCAAeABcDASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD5d1u6csYGgSOIYO1D82fc1x+veINIsb8RXF+YmmTy4Q0gAIGDitfVtWurlGe4dF6DAPQcV4b8QE1S68SiJtRd7sXJEEO3hUJBVs/lQB7ZZBViUJIIlCYDt83p2/z1oqpoCTLpkEepXhklSFQ7nA+bAzRQBo6xpQiRra12O6lWcg8HgV5Zreg63rMI0+88DCOffsGopKTIU3EhW9QM9eOABXrcU+5DIiBSXHT8KJykUXnYOWYdB3z1oAxtGsGhgjjaViUhCHHtj1orSh2iViSd23nHQ9KKAP/Z\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"31\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>blur</td>\n",
       "    <td>13.6241</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>filename</td>\n",
       "    <td>output/crops/images126_0_2560.tiff_307_267_315_267_314_283_306_282.jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>heavy_equipment</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"22\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>blur</td>\n",
       "    <td>14.0418</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>filename</td>\n",
       "    <td>output/crops/images126_0_1280.tiff_584_919_592_918_593_935_584_935.jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>large_vehicle</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"38\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>blur</td>\n",
       "    <td>14.3275</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>filename</td>\n",
       "    <td>output/crops/images126_0_3840.tiff_226_1209_245_1205_247_1213_228_1217.jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>large_vehicle</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAIBAQEBAQIBAQECAgICAgQDAgICAgUEBAMEBgUGBgYFBgYGBwkIBgcJBwYGCAsICQoKCgoKBggLDAsKDAkKCgr/2wBDAQICAgICAgUDAwUKBwYHCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgr/wAARCAAVABwDASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD82jdQH+MgE8Z7Vnaj4s0zT7k2ksjHaPmK9vrn/GtNbe0lX9zrdo/PInt5Iz/46XH6Ul1o0ly32qCz0q4kLndmRCCo6DDMh7elAFSw8QaXqR8i0uCXx93YauqsWP8A7KopdDZGFyfCZs2VNrPY20jxsuc5OGYA/wCFRmaBCVe6ZTno4ZT+TDNAEYtUKbtx+Y/lTPJxuAkbg9c0UUALbyTx5MVwykDqDVhNf1xF2jVrj/v83+NFFAH/2Q==\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"12\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>blur</td>\n",
       "    <td>14.3412</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>filename</td>\n",
       "    <td>output/crops/images126_0_0.tiff_1044_803_1057_803_1056_810_1044_809.jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>medium_vehicle</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"30\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>blur</td>\n",
       "    <td>14.3537</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>filename</td>\n",
       "    <td>output/crops/images126_0_2560.tiff_574_412_576_394_582_395_580_413.jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>large_vehicle</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "<div class=\"component\">\n",
       "<div class=\"component__image\">\n",
       "    <img src=\"data:image/jpeg;base64,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\">\n",
       "    </div>\n",
       "<div>\n",
       "                    <div class=\"component__Info__table\" data-number=\"35\">\n",
       "                        <table class=\"table\">\n",
       "                                <tbody>\n",
       "                                    <tr class=\"table-row\"\">\n",
       "                                        <th>Info</th>\n",
       "                                    </tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>blur</td>\n",
       "    <td>14.4656</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>filename</td>\n",
       "    <td>output/crops/images126_0_2560.tiff_528_419_546_427_540_439_523_431.jpg</td>\n",
       "</tr>\n",
       "<tr class=\"table-row\">\n",
       "    <td>label</td>\n",
       "    <td>heavy_equipment</td>\n",
       "</tr>\n",
       "          </tbody>\n",
       "                    </table>\n",
       "                </div>\n",
       "            </div>\n",
       "    </div>\n",
       "        \n",
       "            </div>\n",
       "        </section>\n",
       "    \n",
       "            </main>\n",
       "        </body>\n",
       "    </html>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "0"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fd.vis.stats_gallery(metric='blur',load_crops=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a8fe9bbf-6be1-4907-b555-53605befbf6d",
   "metadata": {},
   "source": [
    "## Wrap Up\n",
    "\n",
    "Next, feel free to check out other tutorials -\n",
    "\n",
    "+ ⚡ [**Quickstart**](https://nbviewer.org/github/visual-layer/fastdup/blob/main/examples/quick-dataset-analysis.ipynb): Learn how to install fastdup, load a dataset and analyze it for potential issues such as duplicates/near-duplicates, broken images, outliers, dark/bright/blurry images, and view visually similar image clusters. If you're new, start here!\n",
    "+ 🧹 [**Clean Image Folder**](https://nbviewer.org/github/visual-layer/fastdup/blob/main/examples/cleaning-image-dataset.ipynb): Learn how to analyze and clean a folder of images from potential issues and export a list of problematic files for further action. If you have an unorganized folder of images, this is a good place to start.\n",
    "+ 🖼 [**Analyze Image Classification Dataset**](https://nbviewer.org/github/visual-layer/fastdup/blob/main/examples/analyzing-image-classification-dataset.ipynb): Learn how to load a labeled image classification dataset and analyze for potential issues. If you have labeled ImageNet-style folder structure, have a go!\n",
    "+ 🎁 [**Analyze Object Detection Dataset**](https://nbviewer.org/github/visual-layer/fastdup/blob/main/examples/analyzing-object-detection-dataset.ipynb): Learn how to load bounding box annotations for object detection and analyze for potential issues. If you have a COCO-style labeled object detection dataset, give this example a try."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "12d9492f",
   "metadata": {},
   "source": [
    "\n",
    "## VL Profiler\n",
    "If you prefer a no-code platform to inspect and visualize your dataset, [**try our free cloud product VL Profiler**](https://app.visual-layer.com) - VL Profiler is our first no-code commercial product that lets you visualize and inspect your dataset in your browser. \n",
    "\n",
    "[Sign up](https://app.visual-layer.com) now, it's free.\n",
    "\n",
    "[![image](https://raw.githubusercontent.com/visual-layer/fastdup/main/gallery/vl_profiler_promo.svg)](https://app.visual-layer.com)\n",
    "\n",
    "As usual, feedback is welcome! \n",
    "\n",
    "Questions? Drop by our [Slack channel](https://visualdatabase.slack.com/join/shared_invite/zt-19jaydbjn-lNDEDkgvSI1QwbTXSY6dlA#/shared-invite/email) or open an issue on [GitHub](https://github.com/visual-layer/fastdup/issues)."
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "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": "3.10.11"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}