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path: root/megapixels/notebooks/visualize/visualize_pose_hpi_bkup.ipynb
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{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Convert Human Pose MPI Dataset\n",
    "\n",
    "Data structure:\n",
    "- `data[2]` = 2 x 7 x 100 array\n",
    "- `data[2][0]` = x locations\n",
    "- `data[2][0]` = y locations\n",
    "- ordering is `0 Head, 1 Right wrist, 2 Left wrist, 3 Right elbow, 4 Left elbow, 5 Right shoulder and 6 Left shoulder`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 101,
   "metadata": {},
   "outputs": [],
   "source": [
    "%reload_ext autoreload\n",
    "%autoreload 2\n",
    "\n",
    "import os\n",
    "from os.path import join\n",
    "import math\n",
    "from glob import glob\n",
    "from random import randint\n",
    "\n",
    "import cv2 as cv\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "from PIL import Image, ImageDraw\n",
    "%matplotlib inline\n",
    "import matplotlib.pyplot as plt\n",
    "import scipy.io\n",
    "from pathlib import Path\n",
    "\n",
    "import sys\n",
    "sys.path.append('/work/megapixels_dev/megapixels/')\n",
    "from app.settings import app_cfg as cfg\n",
    "from app.utils import file_utils"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "DATA_STORE = '/data_store_nas/'\n",
    "fp_dataset = join(DATA_STORE, 'datasets/people/youtube_poses')\n",
    "dir_fp_frames = join(fp_dataset, 'YouTube_Pose_dataset_1.0/GT_frames')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "dirs_frames = glob(join(dir_fp_frames, '*'))\n",
    "fps_frames = {}\n",
    "for dir_frames in dirs_frames:\n",
    "  fps_frames[dir_frames] = join(dir_frames, '*')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "fp_pose_data = join(fp_dataset, 'YouTube_Pose_dataset_1.0/YouTube_Pose_dataset.mat')\n",
    "pose_data = scipy.io.loadmat(fp_pose_data)['data'][0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 105,
   "metadata": {},
   "outputs": [],
   "source": [
    "# convert data to pandas DF for sanity\n",
    "poses = []\n",
    "for i, pose in enumerate(pose_data):\n",
    "  pose_pts = pose[2]\n",
    "  for j in range(pose_pts.shape[2]): # 100 frames\n",
    "    x = [pose_pts[0][i][j] for i in range(7)]\n",
    "    y = [pose_pts[1][i][j] for i in range(7)]\n",
    "    poses.append({\n",
    "      'head_x': x[0],\n",
    "      'head_y': y[0],\n",
    "      'wrist_right_x': x[1],\n",
    "      'wrist_right': y[1],\n",
    "      'wrist_left_x': x[2], \n",
    "      'wrist_left_x': y[2],\n",
    "      'elbow_right_x': x[3],\n",
    "      'elbow_right_y': y[3],\n",
    "      'elbow_left_x': x[4], \n",
    "      'elbow_left_y': y[4],\n",
    "      'shoulder_right_x': x[5],\n",
    "      'shoulder_right_y': y[5],\n",
    "      'shoulder_left_x': x[6], \n",
    "      'shoulder_left_y':  y[6]\n",
    "      })\n",
    "df_poses = pd.DataFrame.from_dict(poses)\n",
    "df_poses.to_csv('poses.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 106,
   "metadata": {},
   "outputs": [],
   "source": [
    "# function to create spaced colormaps as RGB values\n",
    "\n",
    "import matplotlib as mpl\n",
    "import matplotlib.cm as mplcm\n",
    "import matplotlib.pyplot as plt\n",
    "from matplotlib import cm\n",
    "\n",
    "def get_color_map(cmap='prism', ncolors=20, as_hex=False, reverse=False, bgr=True):\n",
    "  norm  = mpl.colors.Normalize(vmin=0, vmax=ncolors-1)\n",
    "  scalars = mplcm.ScalarMappable(norm=norm, cmap=cmap)\n",
    "  colors = [scalars.to_rgba(i) for i in range(ncolors)]\n",
    "  colors = [(int(255*c[0]),int(255*c[1]),int(255*c[2])) for c in colors]  \n",
    "  if reverse:\n",
    "    colors = colors[::-1]\n",
    "  if bgr:\n",
    "    colors = [c[::-1] for c in colors]\n",
    "  if as_hex:\n",
    "    colors = ['#{:02x}{:02x}{:02x}'.format(c[0],c[1],c[2]) for c in colors]\n",
    "  return colors\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "# https://matplotlib.org/examples/color/colormaps_reference.html\n",
    "cmaps = [('Perceptually Uniform Sequential', [\n",
    "            'viridis', 'plasma', 'inferno', 'magma']),\n",
    "         ('Sequential', [\n",
    "            'Greys', 'Purples', 'Blues', 'Greens', 'Oranges', 'Reds',\n",
    "            'YlOrBr', 'YlOrRd', 'OrRd', 'PuRd', 'RdPu', 'BuPu',\n",
    "            'GnBu', 'PuBu', 'YlGnBu', 'PuBuGn', 'BuGn', 'YlGn']),\n",
    "         ('Sequential (2)', [\n",
    "            'binary', 'gist_yarg', 'gist_gray', 'gray', 'bone', 'pink',\n",
    "            'spring', 'summer', 'autumn', 'winter', 'cool', 'Wistia',\n",
    "            'hot', 'afmhot', 'gist_heat', 'copper']),\n",
    "         ('Diverging', [\n",
    "            'PiYG', 'PRGn', 'BrBG', 'PuOr', 'RdGy', 'RdBu',\n",
    "            'RdYlBu', 'RdYlGn', 'Spectral', 'coolwarm', 'bwr', 'seismic']),\n",
    "         ('Qualitative', [\n",
    "            'Pastel1', 'Pastel2', 'Paired', 'Accent',\n",
    "            'Dark2', 'Set1', 'Set2', 'Set3',\n",
    "            'tab10', 'tab20', 'tab20b', 'tab20c']),\n",
    "         ('Miscellaneous', [\n",
    "            'flag', 'prism', 'ocean', 'gist_earth', 'terrain', 'gist_stern',\n",
    "            'gnuplot', 'gnuplot2', 'CMRmap', 'cubehelix', 'brg', 'hsv',\n",
    "            'gist_rainbow', 'rainbow', 'jet', 'nipy_spectral', 'gist_ncar'])]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "def scale_pt(pt_orig, offset_xy, video_size, im_plt_wh):\n",
    "  #pt_orig = np.array([pose_pts[0][j][i], pose_pts[1][j][i]])  # x,y\n",
    "  pt_orig[0] += offset_cx\n",
    "  pt_orig[1] += offset_cy\n",
    "  pt_norm = pt_orig / video_size\n",
    "  pt_scaled_plt = tuple(map(int, pt_norm * im_plt_wh ))\n",
    "  return pt_scaled_plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "def jitter_clr(clr, amt=10, mono=False):\n",
    "  clr = list(clr)\n",
    "  if mono:\n",
    "    r = randint(-amt, amt)\n",
    "    for i in range(len(clr)):\n",
    "      clr[i] = max(0, min(255, clr[i] + r))\n",
    "  else:\n",
    "    for i in range(len(clr)):\n",
    "      r = randint(-amt, amt)\n",
    "      clr[i] = max(0, min(255, clr[i] + r))\n",
    "  return clr"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0xb252054a8>"
      ]
     },
     "execution_count": 76,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "radius = 1\n",
    "stroke_weight = 1\n",
    "\n",
    "im_plt = np.ones((700, 500, 3)).astype(np.uint8)\n",
    "im_plt_wh = im_plt.shape[:2][::-1]\n",
    "frame_cx = im_plt_wh[0] / 2\n",
    "# nwh = im_plt.shape[:2][::-1]\n",
    "colors = get_color_map(cmap='Accent', ncolors=4, bgr=True)\n",
    "\n",
    "joints = {\n",
    "  'elbow_shoulder_right': (3, 5, (5,220,250)),\n",
    "  'elbow_shoulder_left': (4, 6, (220,5,220)),\n",
    "  'hand_elbow_right': (1, 3, (5,5,220)),\n",
    "  'hand_elbow_left': (2, 4, (220,200,5)),\n",
    "}\n",
    "\n",
    "head_clr_mono = 20\n",
    "head_clr = (head_clr_mono, head_clr_mono, head_clr_mono)\n",
    "\n",
    "\n",
    "for k, pose in enumerate(pose_data):\n",
    "  offset_ltrb = pose[6][0]\n",
    "  video_scale = pose[5][0]\n",
    "  #print(video_scale)\n",
    "  video_size = pose[7][0][::-1]\n",
    "  owh = pose[7][0][::-1]\n",
    "  pose_pts = pose[2]\n",
    "\n",
    "  for i in range(pose_pts.shape[2]): # 100 frames\n",
    "    frame_id = pose[3][0][i]\n",
    "    body_cx = int(((pose_pts[0][6][i] - pose_pts[0][5][i]) / 2) + pose_pts[0][5][i])\n",
    "    min_y = min(pose_pts[0][6][i], pose_pts[1][6][i])\n",
    "    body_cy = int(((pose_pts[1][6][i] - pose_pts[1][5][i]) / 2) + min_y)\n",
    "    offset_cx = video_size[0] // 2 - body_cx\n",
    "    offset_cy = video_size[1] // 2 - body_cy\n",
    "    offset_xy = (offset_cx, offset_cy)\n",
    "\n",
    "    # add head\n",
    "    pt1 = [pose_pts[0][0][i], pose_pts[1][0][i]]\n",
    "    pt1 = scale_pt(pt1, offset_xy, video_size, im_plt_wh)\n",
    "    pt2 = [body_cx, body_cy]\n",
    "    pt2 = scale_pt(pt2, offset_xy, video_size, im_plt_wh)\n",
    "    clr = jitter_clr(head_clr, amt=25, mono=True)\n",
    "    #cv.circle(im_plt, pt1, radius, clr, -1, cv.LINE_AA)\n",
    "    cv.line(im_plt, pt1, pt2, clr, stroke_weight, cv.LINE_AA)\n",
    "\n",
    "    for m, j in enumerate(joints.items()):\n",
    "      j = j[1]  # value\n",
    "      pt1_orig = [pose_pts[0][j[0]][i], pose_pts[1][j[0]][i]]\n",
    "      pt1 = scale_pt(pt1_orig, offset_xy, video_size, im_plt_wh)\n",
    "      pt2_orig = [pose_pts[0][j[1]][i], pose_pts[1][j[1]][i]]\n",
    "      pt2 = scale_pt(pt2_orig, offset_xy, video_size, im_plt_wh)\n",
    "      clr = jitter_clr(j[2], amt=50)\n",
    "      #cv.circle(im_plt, pt1, radius, clr, -1, cv.LINE_AA)\n",
    "      #cv.circle(im_plt, pt2, radius, clr, -1, cv.LINE_AA)\n",
    "      cv.line(im_plt, pt1, pt2, clr, stroke_weight, cv.LINE_AA)\n",
    "\n",
    "    \n",
    "cv.imwrite('output_white.png', im_plt)\n",
    "plt.figure(figsize=(10,10))\n",
    "plt.xticks([]), plt.yticks([])\n",
    "plt.imshow(cv.cvtColor(im_plt, cv.COLOR_BGR2RGB))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Try to center the lines and normalize it"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 77,
   "metadata": {},
   "outputs": [],
   "source": [
    "pose = pose_data[8]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 81,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0xb2372c550>"
      ]
     },
     "execution_count": 81,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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eSo0unj48+49WhMArCBl5ScB1/7aCtVtTanv6oR+OWjIFjD+j68qyDOcc1toDNiybS62HbscE0b4DkxP4EuqiiTxb1JKReeWS6YABuKx66P0hsJYIh6d2UDdSH3CUt9x2fZMPfGiM3cuLKQI/2zLFVbc+s4CZsf/4y/7dZ3MlG9+LS/abL5dlMEez10SOBIWMzCvXduC3R4oP7qsPs5qyimWlD8jxDMIBu14uxVKl+Fze9lBCZwLy3LE8Nvzeqxdx9lkx57+w8oyuzzl3QLDMdci4pEM+tV/LJcvw46MQqtNBFiaFjMwrGfC1Njyacdhtk48jooGli+eswLGssu9D/hWEDE23bk45o0qwzJHnnrGN47zls8N86vIqZ7+w8ow+r2fGZWa6yfYfp5kLrjPF1N03YKv7FmD6hx6AqqYxy8KkkJF5p+uLacmjSz2XxAfet5aQBE/Fek6PDcYazqwW3WjHYNlqig//C16SUVuyFec84XRrI+9W+aePTfBMJoMlSXLADLNm85lNiz7sOfY8io339RX6sVGoHabvUGQBUMjIvJPA7KzdL/V7Lt4vaI4jYpicKeepZJ7ntT0/6kAPsMJb7iPn4pfDSc8fwQJZJcH1h7Q5kdTEPNMx9JmWy8zA/9DQ3JfhT/ZuJ+jpn/3aj45ia7U5P4/Is0EhI/NO5mDX9Pj6e5qG66ZXW4bAGkIeMzmLjGfz9PELgOVY6sDdOJLdIe3WIDiLyQ0bu5P0ttrE6xucUQ34/roa59SCw5z5yU1OTs7eNsaUsu1ysnsL8eJV+w60mlBVyMjCpJCReacD7MgMux3cl+8bm1lJyHofcTVtFsWOB4xnD3At+8Zj7iHnS/+jl8RUsO0YZ4uWR9hJ4e5xvr1kJcfni/nG4pVP69pmKjHPrJGZqwrM++vu2UrPCefOfu32DmHWrpvz84g8GxQyMi/NtGT2H4lYTYgBhm3OuHNE3tHmwPGYFjAV5mAMQRpQzRNyY2lFFapJSrteNH/eu/fwLZALgJEnWPuyf50y7/1sZeY5lbSprNq07+t2BzPwzCpIixwpChmZl0YdOGC/yWOsIaSLY1MV2rmj0QNJeOB4zKKG5c7hjFq7S5SGRNVRgpajNuKIA0vYDvleu8n/7hw6YH8h8NXpgLn4ca5rZgvmmZbMnG+7DLgsIV581L7B/yzRxmWyYClkZF7amoE30JgOmSqWC32NvVHKb/QbekyxX8wuC2cSUgFuqOZ8+/091I93dCoRUauO94tJmutY4kdYfPxOOi7nt4dHOVw0XAv8mTE8Clz9ONe1d+/e2dudTucZhYzzd/ByXshZvadz20kHnjFevoFwoKjGXDv3LGoXnq+1MrIgKWRkXtrtiglm1emQqQErsKyuZ3y75cAXD7g3h+OwTOBZt9FyzJqANYOOdd3dBElEmi0qXmDXKrKfLOeRdsITFeZfBjxRB9j+62KeyT4yl3AOAJ/v+SAfXf939LUG+cOe35293wQhYWMJtYsuYNW/f4ll/+nF1F/2eO0rkflLISPz0sRBYzIDWPqMhSjnysmcCIcBdjo4EcvDxvNb/7nCg9tyTkgS8BabB9igCIJksEnztJCpowxPVIt5NTD0BKv4syzDGIMxhj179jzt93cttwHwieYX+fdHr2PZzo280/wFt/bfxXnhi/B5RrxsPe3v3cjQ29/J+I8fpPX9W5/2+USOFIWMzEtNX3SXzbRkjjcRVQvf7KaMO0vVFC2ZbRTjMWOrPRc/P+J/fbnLcBDjDdgsIDM5+JzuypzkQUf1EsPvvRncjYcO7sfAUuCJVr7svzvm2DNYdHNB9YXsHOjll1a9m1fY19DfSlg26ejxVT7Q8w+4bot42RrIMprf/T5pN4VI3WWy8ChkZF7akxc7YPZbeFFvP/9vrZe4EtKq9/Op444hqoXkQcBDQG8D3vHBKh+/ssuS3oSJtI7PI2weUm1tx/gJcnLiXzf860eneMdrinN8I/Zc4Yt/TgcawDrvp9sYT+7+++9/Wu8tJOR19V/BBgPQgYGxY/jxki3sXPczojU/4pP8Da2HfkzfqRdjwxg3MkqwtAf/00/hd30LLnz+0zqvyJGgkJF5qesBCxXgB1PjmCzgHpfxuT1DfHlomCDrYlLHBNB3rqWnbrjx9i5/+WZPJQ4wPoC06CqLsseojHZovL1NNOhY3OPZklq+lBTNpI8Ywx0UIVMFtj/Fa3y6JWUslhPD4xmZbOP2QjN0TE6sxjjLxNgyHm4N79u8LK5AnhFkluAj3yhe4Pu3P63zihwJChmZlzIgxFA1sDwEk4fc6jokwGOdLtbnpA5SYP0vB3zvjpRP/WbO9XsMkXGYNIKwKDKZ2wG878W/LuG9n6wThIZb7zdMATuBWymmS/dT/EE81UIxT3dHzMXBIo6KVtAwLdayFWOHOTdJMFmFZPGx/ErjLSS7t2BrDWylB5KMII4wY0vgijOLkggiC4RCRualjoOKhcEAPrY8wmC4wxTThXtsgCVnJ8WEgGDQ89J1U5z3l4apzZ4AT9DuIQ8zXAC7NnRIXMr4d5ewcmCMbFHIP33OcRLwqDGzs81Opag28OhTuD5jzNMKmTdW/m/+Nfsm925v4ab/+qou40cMsGXn8ax9aJgXV86kee8PsFGF2rqTcJ0OQRxglh5bPMFqbEYWDoWMzEsJEBhoVAJ25R4TWJozH8rGAp5hD+esDlkcdXj9Bw2THlauBu9SyAN8kOGtpTbWT3uwQ+WUovusNpayuh8GfFGWZsY6YIonnsI84+nuI3NFejkD/Z6+Hk80uJ3RoMmj2TBNUupkDNer7Im6ZFNjuLRLvHRtcT4LgR2BqAVO2zHLwqGQkXkrMp4wtHxqzGEiS9MVCzBrxmKMY7eHt7wm4l++kXHFD2HNMVCtGSJjsHmIswnOWnpGYsLxlK3LhgEYikO+dl1RKWD/kFkKjFF0wT2RNE2f9rbL/baPo/p62LgmIYkH6TV9DFZhKV0WRZ6VjSWs7FmEa0+RT45QXX0cANYaTF/tKVydyPyidrfMWxVrsLnngQ6YwZBs+vO15i0Gz0jF8sJXhrzs5cUYxaaTIbIGm4NNQ/J4Cm8DKit3YBoxKx+t0HQpD17heWws5POkB4y/rAYeM4Yn24bsQx/60NOevnx6dBouC3l0t2GNX4PPFrM828kEOdbntM0oaacPsoR0bPdsSwZroKcGh61VIDJ/qSUj81IIRHhq3ZQ1NqQx8jC/7itM+aN5mxkkwPHu91QZ/4mnkxTTmF//OzDoK4S5x+QhNmnh4hiqjhUJLG560h7D0GeKcxhgy37nfKrTl5/J+ph39f8pV3a+wT3juwmjYjSoaiNSkxPmFuPbDIcWlyVM3nE1tQ2nEDaWYANLsHgAk+6ERuNpn1/k2aaQkXnppIol90WBzIt8sffLryZTfMIM4wwY6/ADIQ98umjFLFkBS5ZBNQsIcovxBpunBKa432YdwqMC0tiQDht+gKcN7D8JucKB3WdlWBEs5/rkBppuiqwxibcpoS/GWIz3BGmItcUubcne7Zi4OruBmY1jyCYg1C6ZsnAoZGTeCYG3Dlj89O3AFx+6HwsDvklCx4AxsHfEs/OeYpxm4wlQqRqiToR1FnDYJCcPKTb8Wr0RbMTEHtjQhNuNZ5QDO58CYEfJ7y3HcXt6By3amCDDGYelgp8+f5AYnC3+LJPdWzDGFhuYeY8JA+iOQ72n5KsUmTsKGZlXqhY+viJkW+bJgbqxnO6r+DDkXg+XnlIEjK16fvrejG91M6IY3v5nhh4XYicjTFLBmQ42ddgoh6jYVdKNWH70cc/y3HA7jvOAq7yfLlW5b/ryWdWQm1YPctPqQc6pzt2w5YDt59+aX+Sh7CH2miFy0yWrdAh8DU/RfRePVbC+OGd3z1ayqRF6TjgXn6bYSoDp7oWV6+fsmkTKppCReeUFVcvSwPC58ZycYhpzHYMH1i5x/O7LwFEMzgcThgfw9PXD2qOh0o2IQjAuxPgEMAQ2B+fB5TAySXKnYRL44fT5/taY2dsz05dv7xTdV/99pMltnbmbLrwhXMd3OkVJ/yaTZD7FRQkQYDBYwKQWO7P+JmmTDu+ismoTvtslCG3xvgZXPe45ROYbhYzMG3ULb+q3XNd2PJpB5iHwtvgINvCu12bccpfFOah1PDHwCI6j1kO1F+J2TJ57yGI8HbwBYxzehvjc45xl+VZ40HgcYLBkhOTT57/x9IsIr83h7Jdxf5pzfSdhLleknBWfyd3pfQBMMUniU/KoCEOPwQC5t/QkxRW5LCEd3k68+Ch8N8Faii6zweVzeFUi5VLIyLxxUd3Sbw2fmyg+ZNu+KC2T4gmqOVli+PS1RbeSSywDGDZheeGFhsCAaYZ0sgxcAK4LxmAiD2EEnRy317G6CbfiOQOLwfI3vofzCImB973/KgAG//vl7MxyJue4esvLapcwnI8AMMkELd/GR8V1WiwGSIyhb6o7+5xkzxaCxmJ8s4W1HqIY+pfN7YWJlEghI/PG3yY5xw4lXGM95wMjuSHAMtyX4DLLH/1jwBtfVMG7ovfr9oGMfz8z5iPX1hj8fkyQG/JGEzKDTdq4wGIsmCiGpEO6JqAnN3wGx3E4ugS8xIxzIxkN4JcuqjD+xpNZtv1evtWa2/UoZ8VncG7lLJLpqQZ72Mlj6RAT4S68cQTEBMB4FLBobF/ITN55LWHvIvLdewgCCPoH4agT5/TaRMqkkJF5YcDCd6JiqvKHc8NNFHvKWAPnX5rgUsuyQcPG/gAc5Bi+Pe5457aMoXdkuOMjRsYy0grgPGZ6P5qij8lguhlB3bAbzybgZd4ziOHM6fP3AHtdhnv0bvqv/iw748PP4Oq98BT6Xnr6z/3+LqxewISbnP26SZOhdIzUtvDGYabXRSfGwH7VBLKJvXjvcOMT2NBiqlV8zxKIaz/3NYgcCQoZmRde1Wf557Zjj4etvqjCPJYbotCTNzI8cMFpAe1hB64YU3mAnFunMjonZcTdiLHJFNey4FPAF7/d0yHjvcMCDxi4Hhg2hnsMXDt9/kXsm7685qpPM3npmw65xt6XnMLR3/hzNlz+p/RdctpTfm8xMRdWz+dn6T2zx9o0GcrG8DYnDzKC6Rllzhny0GBPuAyAfHIE154i2z2EqcTYKIS4p+gCFFkAFDJyxL21P+DlPZatDtrAiunakxecEhGYnPd+MSGIHBdd38V+N8c6Q8cZHsURGohsQHPYsmJdm+BfBiEbx4UBznqIq+DB9YRM3AIfJeeXgZr3fAY3O7B/KsX05aqFC32H9mveQf33PzJ7jf6TGVN7V/GT/teSj0zR+6Kn3mV1fvUFnB6fynvG/3r22BgjPNTaRRQGpGEHT1H0kwzG+mDT3Q8CkE2N0tl6N9mj2wmqFQgrEPVCz+Jn8i0XedYoZOSIWhnCK3otn51wpBQr8JcCqxbBlkdCLJ4KEPR4HjshLEY0fPG4s+nlW4vWEnUj7ro3gbEAuy3G+AQXTH9oBxEzpQOaPyw2JPuV6e6oXewb2V9GEXA1LMsCS/vjf0p86a9h150AJ10CgP+Dr8Pxl7Ljjz/J4t9+GdUT1jyl93hp9WL25Ht5JNu3iUBCQpaDIycPc3xxtRgPWew5P3zR7GM7jz2Ib3UgsNjAFK2znoGn+R0XeXYpZOSIel0jYNx5rmkVrYoWMBDA1f/NM7QrxAA16zAR3Lrbk3iD8WBNxJV+HfmGhDiJGJvI4MYqruHBZ3hj8Vi8DSEHQkN2p2EJcBQQBYZNfcHsdaylWP0/YIvCnMkNV5Jvu5/6b/893H0tL9l+He2P9HPZtmsY+8L3af/4YVb/4+9gq/ETvr+6rXNe5RxuT+5gzI3PHk9JyHJD7nNyO9Oe8gQeMuP5RXPZ7GOT3VvwrQQT2CIwDbBk9Vx8+0VKp5CRI+rFNcsnxx0tV/yffMsbzl0Lyweg5gMwnj4L3htGRhzOWryHLXR4j9lDelqHvGM4aiAn+lYNvx48Dk+At0AY4tOiSkBll+dSiq6zSmD42Lo6F/cV05eXUaz4XxMFRRn/pEP7I39AeOqLCE+7gG9e8SoALt9YhMr23/kHqptXM/DaFz7h+1tqF7M+XMc1ne8dcDwjJcgjWq6DD1KcKSaL9D2VAAAgAElEQVQqWA/OeU7Jj6OXOgDJ0FZMXtTSsc6BddBYOpc/BpHSKGTkiNkYw9+M5FzbKrqt1q2EV17mYcyz+k2GPA/BeF79spj2WECYQq2SYbzlv6zssGlNl84vTPHlr3Y5/sZeyCE/2YIpAisPLSaIyLrgE6i24c21OstWbeSo9cfyhi0JV09m1IGjveeUHnj7uoRW/xin9UD20xuYeOsZ9P7VV7g7jfjY5jfQ4GIAug/s5O4Nb2HZ//PqJ3yPf9j3DobyIb7SvvKA4wkJfW4J9yYP46tNchx4R9UYOqll0PXwal4OQPvRnxHXVkPusHkX4gTWnjLnPw+RMihk5Ih5cyPglva+cZFr3+V5ZNIwMV4Ui2xOF/TadHSAd0WxzG5azML64kTIkufX8caRNh3mhxXceV1YneOtxZjp4pjGkDvwHZhM4d5Wk92TRbfVd6aKPTD7gTrwcBvyTtFS+cl0eWa37X6Sqz7LyiDj64vOINv8ktnrdVMdtv3mR+m78PE/8F9UOZfruz9gyk0dcNzh6KWXbekuTJDip8eHIiBzhtTkXGovLB7bbRIPrMRnGcalEGVqyciCoZCRI+LEiuGUqj2gbEsYwCdvgZjiw3aXz6FiiBx4zHTnEeANd3YNx1yc4w2cZEOYMvjVGdUGuCAAHC4CMORYbAK7jecKY6gHEZ12c/bcfRSh1mMtceDZ1bHsv9i/8+m/YrLSx0+GhvGbzj/gfTRvvIdV//Bb2Eadw1kRLOe6zvWHHM/IqNPLUDaKMR5PMdYSAEluaNuUc/zpDNCApEu8eC0+TQlcCtUuvn+F1srIgqCQkWfdaRXL3y4N+ZOh4mP+lLXQ/Zxn5VsN9ydQBY42loeXp4QrArZ8s0NuoEGxDbHH0LsppP66ccLccvLN/SR/Mk7Pmi7xFORhBcjxkYMM8sxgEuhNHa1anZ5Khay7bxD+JIpNjS/uDXBhxldHzQHXu7k9xJ/9wntpHb0eeg+dOrzzTz/NiY98nNqpGw6576HsEb7dveaw34cBv4g72veBzcltMeOtajytbkCnaljKIK/mMlyWUDtqM36iiQ0NNJrQWAY1bV4m859CRp5VM3vF/KTjuKvrWdQL17zL84Ubiw/2KaYnTxnDK06qY64/kd6dvXiKFo6fLop/0gVVslpOOBaCBX9Kh9oJOWEnx9lioaIJinUnzhTPauC4sKdOnucYs6+tsnb6vJuq4LzhgfaBRcsubgT84DtfoXL+KzCj2w55T+NX3EzzpvtY/fEDZ5sN2H5u7N5My7UO+72IiRnLJ/EWvPF4LKGHzBUblHVNzsUULScTVnFTLYKeWjEmE8YQH771JDKfKGTkWfW8qmVtZPjXieKD/Au/DxNteNs/F/e3pyuqrCfk7O8U1YZXDm/AAzWYLrli2PxiSx44Olss/tSEetPj+g1xkoEzeAMhDt+lmC1GsevlCbUaSbdDut9v/lpgGFhT9SQ57NmvDy+28MqBkJ03X0O+9T7iZYsO25rZ/rsfp7JhOYNv3Ddms39p/8MJicjIwTvcbJHMoh6OMQFTtssZlTMZoIHxFjoptlaBKNFaGVkwFDLyrHrLgOW2juO+pPjgP2+T5yV/aZjqFPe3PThgLZbR14wCMDGwA+8h9h4/3a00uCEFYM/1Ie7lLXqNI48sYZZiTDG+EVkD7eKD23v4P7lhaRTTaTXZkxsePWOAS/pDlgEjxtATOXYlAcl+DZlVkeW4qpmd0hyvWwcrNx/yvpJHdrP7fV9mxbt/dfbY/qX9DyckLCYlTK/9gRBLsf2Nt5axoM3WE2ps/NY1+CzB5AG2EkOUFs29gZVP86cg8uxRyMizpm7hvsTz7r05ywdg/FOenl8zPDpU3H9xCPctsRwVwJt72rz/2jbdICHqGSPHU8PgcHgMyYoulW0VltxZp7GxiV8CreEqQdbCuIQsMkXITFi89WSB4VOAz1KyrM2VrZTxvaOcGhTTl28FjHVcObKvOGVs4SPrYm5rFqmT/fQGWm97HuY3/+WwXVVDH/gaj/xf76XvstNZbBfxx413sDPf9bjfD4ul6upkaQB4rA8JPAQeOpWIiUadof7iepI9jxL6PuxAA0MX6MKqE+bmByNSIoWMPGteWLN8YXqvmK+/07Nl6MD7r8vg9ycdxsB4GpOMGoqCK8XsspCZMRlI4pzwih5iDBHgeyFtRxifAxkuKrqcfNviA+h4TyW3pN0OgYHnDRSv8+t9KY3emL+trQdneai7L2SWh5YTqpYrx/b1n7lt98OSDdhVmw68+BddgN81TKtvLas/8ptsXHI8Ddv3pN+THnpxeTA90lTskGkMpDakQR8n3ppwyo9yurseIQwb2LgCODAJ9GvzMpn/FDLyrOi18MaGZUcG7/8N2HQUXPreA2dxZcDSVXUMBucNFy+qkuGxxuHxFBOTAQwudIRfquJ6cpy32Bo4N10mZnqNjAlCSA3GeFILR4UhSatFGAWct6xoiVw1ErParcIBQRow6vb1lZ3ba7EGvn/Q7mUeCH/lv+47cMGF+C9dXtz3b1/EhAEr/uw/H1Da/3A8nobtJ3fh9JFid8zQQBaGLE5iOnmHM34ak008hvFViGNwBhMkxQwzkXlOISOlG7DwyRUh3245mp/x7J2E/jcado8d+ti/f7jFuIFR02V4xDBpMqwF6x2hLWZ/YSD4XA/BNsvA28boGENrb0SjlYEJgBxXzSGu4bsGHzpyA2+pLqK95hgmjzqevd11/EfT8MPJlIlskh/HU1w7aehM58nSEP5udQwjCavyfSHTOOvF9D94Jenxr6TnTz9THPzetZjVyzFf/hL86DZGN/45AyccwxuuvO0Jvy9duqxkFS4v/gwdYL2lbg2tuMbiJOLBpZazrk0xQZPQ9WDjGIOFvnH8ymOhrmnMMr8pZKR0L+u1BMZwTeq48T7DX1/++I/tAC0PFTwNAtomBxyB8xgAb/BA9OUaDkN8fJd4naOZVImyBG8iiurLYMKwmGkGmJZlc1jBjO0F4AM7t3JvAkdjCWzErmqbn7X3dZW9qT9kkYXmVM5HKsXx/nNewqaPfo3jfvGlNOIO5rxXExxzavGELIOrr4J16zgh2sQfvWsDrXWVJ/y+ZCT0M0DuixCbibLYgLMB3iWM9/Xgmwn9647Bpw6sxXiLr+XFuFCkBZkyvylkpHS/3BfwfyZz3vsmeO0Hn/zxo75YE9PrLVMzH71+uvpw8S/CbSHh6SkmdgQVSNKYIEvxNgYz3fFki100jQG/3dIwFqxltNPm/uYEf9jvObUKoQnpVBMeTfLZa/jjFXXGUsgyxzu7xTnHb7ueh975BsZuvpaxnWMkj+2m9rb377vwH98OFKX9gy2TjL77K8QbHn/cpEOHBv1ML5TBkWEwhMbhsKQ2x4YxaZ5SX7kG0+4U799ZqOVaKyMLgkJGSpd6T99pjtee5xmZevLHD09vatmLZYpselDcF9spUxTAzHJLzxvGyTuGbDzApAHW5/gwml4jA1iLt2C8x98VkRsPlSoPd9qcXyvC63mDAXngMVHG8HSenVsNqUSOIIu5lZjvzoz7Zxkj13+L2tqjiYYfJN26lXDzWfsufM8eXnTF5VyK5fbkDnb8yzdZ/eG3Pu777NCmZnrIfTGdITUpYIiMJ/eePMhYP1mnHTjCRj+uNYIxASa30DOdnlorI/OcQkZK9buDAS/805SLTofK68yTPwG43RWbdw0S8KhJcN7w/G+0+fu3/C2ZKVoq9lUtwrVtRq6NGd7RYGB67DyLQ3xgqBGALcr9+wnIv1ilt6dN/GCLO4bGOS6mKGEz3MMjtSaRhfHpQf9JB8OZ4/4do7ynmR5QX40sIxsdYt2yKdyKE5j4m7fx1Y3HFv8ctYp3/8+/Z0W8kvec9g36h66ic/c2TtjyT4SLD51pttcMscyvmF6QCR3GMRiqLsOnnlZgeP7eRfxsbZ21uyvUuuOYPMR0HPTnkCew5uRn+BMSKZdCRkqzKoRL6hYXwVv+8ak/b2h6aCTEMOEdHvjAX7yKpaOPMfMru/TiSdrWYmuetguJfRcI8NbjA7DhdOoY8FsNdAy37e4C8DtJH5vyCrszQ52YPdUO1u/7U/i9gTrbJ1IeymHngRPLABi56nJ6N59I1NmLW3EiD64rtmK+YucOjh4d5Ru/cAYjV/wRAHtv2oLPcla853Vwytlw+r4Cm00mqVBlZl5BalrFzDVv8HlG11aoZZatSyuceI8l7qlhMjCJKxbx5F3NMJN5TyEjpfn1/gBf91z4l4aJ9lN/3p7pD90Qw6jJcR7Ouf1q3nTFB5npLrN9GSNNS/2sHJcG2G4KJgJjyaPp6cve4y1kN4eYPscDeTGl+MPRGNV6h6HUYoOAZpwQ5sX0581RyLk9ATQzbsrMga2YaWM3fAcbxTSynfhjz2PV7i186MQX8fpmk1sJmMoimm/9awCSr3+f7W//RwZf/2L6PvBhwj//KDyv2OhsikkiH+ONA29IfTHmEjqLTx1ZGGPwdGLL5jtTglqVoOuhlRST6LKW1srIvKeQkVK8b0XAK4827Do/48GdP99zt7jp6bzAoy4lcZYKOd56HCHGeN7TfRfNb0PlLEe/sQRpFx80sLklr4CJq/gso3ldTusTIdtvS3hhVqOvknBcvRgYWtapMlJLyUNHqx1zdBjwb8v7sfUuI3tP5JXJSVzpT+IMDuzq6my5n+0ffhdrzzyGNY06//zYDv7bT29m9JjT+FbPa/nAmyKSiYjOBz8PtQqT/3E79538dtaeeC/+uq/Dj28AYCc7qFKl49LpMZkmHqjnMb6d0KrUaAcJL31kAHfXFlbuDenbMgl7RyAC09yKV3eZzHMKGZlzm2LDWXVL/dyc3/vsz//8Jsy2ICaMJ/eGIDR4Y4olmcbz5d2/QHV9gJs0VKvTEwOCCO88RB6CEJ9l+NRgMCz9rwm9QUiv6/Lrkcd6WOtjRisd8IYdmec3G3WmTEYjgnE7AcDfmW38mEMXVY7fci04x5kTd9A7PszRj97LB/7wo1y89BcZau6Al1xMduvPsMuLYprJ9mF2vftzxCcfB9U6nH46289ahvUhmSvGZDJSvIHAB7g0x9mApuly9ESNIAvYfJ8lnkqxNqb4022p3L/MewoZmXMfXR5SG/S86jOeTvLzP38mZDJyxnBkuSUKwViDNwHGeP7H+Jvpf4Fn6qEGYVh8SDsTYpwBYzA2wCcZyX0eX3cs/eUM7yr00uGeGJresDaI2VvpYPOALYnjwmrMdpswkYHxVb5k9nAT4xxmWIZk5zbSe3+MP3YDv+/hOu/Z1jacMfAi2rd+D3/WOeRbhmj8r9sITyy2UR791Hc56qIAzjsf/9d/w0/+8jXc/nxH6oup0zkpDk+IIc8cLjB0vWNFN6bmq6x7IMd4h994BhgLYQfi6tP+OYk8GxQyMqfeMl2zsb3H8IqnWSQ4BdqAs54Wjk4WEEYzv6oGjGftI/dRX5Nyw6MvIt/ZBAJcYMFnBEGxHsZnGfk2j1+fQ5iDi7nXZwQBRHgaQUAnzKnkIfclRaAdU4eHmzmhD7iFSRxwEb28nENnh63+3jcZXruRdcD7vGPlxz/M0qQK114DSxZjj7kIlkzQ+zvfIDzhMlwnob4kY+B5qzHvex9L/v1WTr89JPf59Oofh/d5UVYn9+QYMjy9eYAlJLp3K0HmsffcUZRqruQQxIdcl8h8opCROfWJu+GibSkv25Hy0bue3mt0gJ3e0DIpOOikllpcxRuPMyHWOpacl5Ps9px7zw20GnV80EMS5ECH2ISAwXcT/BQM/EGbqe9YbMtzdTUnBJZHVUYHWyR4yCIurMZc7ZosCQ3VvRlfNEM8SJsQeBP99GIJ97vGlzb6ef2PriO+6Rou+y+f4P4w5s9HX8WPJm6isugEzG0/JHvtRbByO9mOq8ju/y4A935omJV/eDFr3nAikyesIakZkryYTufwZGRYDy7z+MDhiEmJ2L6il+bO3TzvzgDb7mAyA6r0LwuAQkZKkRyuj+nnMOohNRmDGLLcYmyIiSzeWyyexhmO1s8iSD19TOJNBW88mBxrLcUgh4d+MJs9U7eGkEOlAvWgyqbeJYz2dYgJmUzholrMJf0B97cdebeH26bHYWIsR/sKlzM+O05UtZYTXngOv/eZD7IqfYy9l17GYGMjJ0XHc+3Ed6j9xl9gb7wFv2kT2BS7cT222g9A/rOfsOOmOgOveQHZQB97ljm827d+KCMvrt1T7DWD4aIv/5AHVvewyCxm4705ca0XcqAvLtbKiMxjChmZl3Z5yIMuR3lIjSPHYSq+2ODLeqLFHn9vFQ9UfBdjp6cCkxKExfTlfNwSbAQ3Dq27YvCeZREMpV22dZpMZSlZYukxAR0Pm6uGx8Yzmtkguyg2RVtJyNFEB0xlPu68s/nUf30bAF9/ycmsOClm6at+i4bt48buDwCoNDZBXMGPT2HXeezyYmsA/8BPaU0MMHHdfeAdW9blTG/cWVy/KcZnPB7ni9IHp97S4N5Tcnp9HbNtFwON5ZjUQ6MCaefZ+HGIPG0KGZmXHsFgwhbnu5BgjcGcMAW9gDcEJqd5l6G1vod4jKK8SlAjzAK8STGVGj5JmPxKH9Vftbhdlu7PQmzkWB95egNDI6qSec9KX2d1EPD6oTHuajrWj/dRoUZybM5ldfgLlvLQdODM+JPte/i1l76W3/rEZzB79mIc2HN+jev87dzQvZmx1x1LdNKL6b2rS/KF/4ANj1H95b+CMMbf/SP8yBDbvtFl4NiYz/9qB1ftxQfgjSWlC3hCA2knxxrPq76wjLXbBmj19rD9sbtYU1mCnUphWR9mdMeR+PGIPGUKGZmXmg6iIGfQGur1GFfLcHHRrWTJmfxeRLoMwsTgCACL9R5wxcyyLKN7Ww2z2NMeMZiuIwoSMNAwIaExhDk0fMjXWx0CCw9NOlrpAO2wxWt3Gm5rWc7xda4xBxZc25p0+Y1mk/R7N+GqFcDDpoCvVIoCmXSmaP/vPyLq30C2YwQqKXb9WmzPYui0YMu9mI0nUp8c5bG1ObkB4wBTFMkEjzXgUoc1OYOjltMmAnYtrjGYNrDWE7QyqIUw/hjEqsQs85dCRualvRhin9OoGXomY1Ln8YnFOEsQeLJtEb5KMUieR3hjihWcxoOxZMMetzvExZDcGYHz1KIO2db1hEkvrdwR5xEW+PxUl3N7Lf1NQ+arLGuMcfkUHE2FQQKuojl7XRsrFaZGRugFPr9jF9mDjxA8NkK4KOOWk3pmH5fe8u9k999OvmgtpAlmmceuKKbe+fvuxCxdSd//vJosgB0nG4wHb8BNd5dFppjGbEJHvW05ecxz/9o+ludLMUBjHIhCaA1DGD1rPxeRn5dCRualFEPNOvqWRURZQLcFvlv8ulqbY8MIk4OxOfgYZxzGT4+cGEO61UPXkBto31I8b2Yr5z07G+yZsPSZCtvznC1Zxq8sClmc9pHh2FBvklFMXZ7AcQ/d2ev6TwOL+KVOm2ujmC+tP5l1V93Ipm/fjw89rUsuOuA9tD/yBwQv+EXy7Xswy0cJjynqlrltD0Ics/HsN9PXNOzcHOBCj7d2tiUTGY/PHNbmBA6WtjzbVtQZTKrU2rBssg5hAMmY9pSReU0hI/OScwERsKq3TvWyKdweYDIAD1GYkZxfpfehALcux1b7SYMcYzrFdjOpYfIfe3GNjG4bujcB9ZwHF7cIql2ed0LCZDxBkEV8bKLFLwyGnNVjseuGWLJ0J/8fe/cdJWlVJn78e+8b6q1cnbune3KEmWEGhpwEMSDr6mJY8+qK7ooYkFVRV1cFQVd3QUF0ddHFwJoAUURBCTIgeQIzMJHJqXNXrjfe+/vjbWFRjDMw/Tvn/Zwzp/tU1em+932n+jl1732eZ1UYMROL9+h2LhPDjE5u+5/f1c2cVIofaI3dNxeAzrt+w55lKexN++k6cx72Sa94ag7RpkfJtp+E2pOC/lHsl/5j/MS2jej9u+ifgLPW2MixFNuW11FSEgofDeSkifIjlBEnnzoTaRZ7KSqZDKc/nKYr1YWpTVBj0Dbt+bw1icRfJAkyiSlJIlFCInyBWNqEOhCZcdNLoYnawFEGqleBaaKEBsJ4X2NCE+2ykH0+waAAV2F0+YzaklxG0VKauuXR0oodQcQrSgb1yb19v63CftdmBWlMBPfRBKDDNDkhm6NWKXO/k2a6leK9+57kN80qB7pCKr+6ES017d/6yjPm4er9WDNfDFIjOuJz3c5JR9J/fjdycIhTVgqEJ9BKoKVJRABoHAy00gRCoqVCN9McPR6woz+PSlloU1JoWpAFSknCTGLqSoJMYkpKYRAaBrI3YGiHAg8CK06HlEKhDUGqYCG7VJwmqUEIHy0E/pOgfYHTHuDvjPdjnPkhkTLoyAr2eyG+EeFpTSAVJ+cMhsrxz57btPly3edl5NhDwN7JTzEvyhfRWnNOtcKr2vvZ6jVZ14qX1QoVGJ0bZ96XwhSc+XQ5f//hH6NVBiIT0TGKc+YxdN8cV2iuzlJMG5ekW4LUTh+EIERNHss20BoCYYAZgDKZXg3ZOZDnyaUpHF/SN5hCFG3Id/5Z11R/bRUsPeXQ3KBE4s+UBJnElNSDRSjAevUE+ysaEQhKjTih0fIjUrsFqj/C6gxBGMhIoIWPNAWVq0zMY5o4xQDv2ibY0P56xYyRLB05SVM2EVqwI1D8rKdEf2gzUU3R50u+0Qh43Ie/0wUuFoM0JyuXvbxY5Pi9u7m6aw52to337dtGiGKBOY++T/8QeeRsdl/zWQwErHrsqXmoKz5LOb+HmZs8ZvZtxX9sjN1d51C+9DvM22zgCJixy2KoX6IMC194aDS5yEFoTU2b5HWDQCrSezV+d4m1ZxisWG3RN5JGzOz98xqXycl6Bfm2p79PJJ4HSZBJTEmdSMiGNNYI0seBjqC2IF66kmZIep9E73URMg4CQuv4HLBpEO6VGMc2EJEiGorAUcgOiemm8dE0ZYD2JSeGWTrzId+ueti2pksq7pzse9NEsW5ywz8jJa16jRCDdW/9Iv/9ms8SHnkmACelTmDz9pVEO3ajB7JErsJc+n/+6E9M8MIffY/LP/dv1AtZXpTrglDR/OlKDizPEZoR+bogMgUa8dThBENLJBBoSOsAVwpa9SyLx0OCFJiuSWgK2krT/rzGZSqEPZthzcr4+0TieZIEmcSUtNC20KkQf43CXq5RQNPUccMyAemGgW74cWFJoSdzZDQY8RdrrgehQNcUOu+jhyPwJc1I4cmIBY0c2oioGyETNRMjV2Miilsy2wgeEy4jk0tlx2dznFQu85Uo5HU/vYz1rRpsugeAWctfRnnJdPxf3Im1eD7ldZvIvu1dT0/E9ylv3MDMJ/dhBSEPnPg2AMIn97DphSYVKyDTkgSWBmmidFxWxtDxPMNI4AQRrtB4rmZuOcBQmgNdJlYg6HX60cWeP50rY5qIsf3Qqh7aG5VI/AlJkElMSSd1GWgPIqUwpoEWAmPWZDKmoUi1mWC7aC1QaNRkzS9hGRg9IXRrVMaASGN0+rSekKChMXnMOetb7Ms1GQ4184IsWD53NAVlBR0Y/II4AdORknNLbfiBzzonzeKgRTCwFDpm0Ln8BXzzwn4KF38ao6bQSlPfeg8dx78ACnGfl37g9ptu5IaXvYL9dYVY+lKwMwAMz9DsPq0NOzDQKgIt0EKh0UgkFhAFCqk1EYpWNErXqIfUsKfPoL0smBZ0xj1l/lSujO3A3i3Pxa1KJP6oJMgkppyzCylmZMGtaIxKhL0SSIHoi48wG45C9UOqzyeKJJFUCNEEIdBDDum3j+M/kufAF2YhPJNCT4oD16cppCMWbi3wis0zUFgsb9PcvNui1Fmh5sOlE7CMNFfrGZylSxxLho/3TaMrCnl3Oscl0+Zx8YHtiLu/hv7Azbx6z1Hcc1Ev2m0RjY7T+MyVmKfMI22l6bzmmzjAd7SmG/jUEUto0YmcNY3M278MwMl3m/z4H6tgCIoTitA2iU8wRITCI69NQk/FATZStFsSd1saEUGmXqd3T0iYz8RBJtvxxy/q9EWw5tfP7Y1LJJ5FEmQSU857+7PIzgjD16Ag+zGN0Qm6MflJxlS4Iw1MS8WBRWgQAQjwt9owx8WcVSV9UhPjSIlY6OKXTUqTTSRXzi9y/xHzmAhhbpgD26NTwEgIO/BwEPy7GKThKObaKZaMj/GG9r6nTpTxwPfBSvGyztexxduEt3UjxTe8nejJHahyGSJB27KT+N+2Ds4RkxWW77qDKNeNTg1in/D3yFIXJ92uCFIRfgYcTxOYgogIhcIXPg5y8hiziQTyZicVz0eEUPQUW/tcpBYgJWRLf/yi9syA2vhzd9MSiT8gCTKJKaVbSo4XDqkjAtzJ6sTuAgPrSI0alHHPMkMTVn2kVAipJ6sYByAE7kMp6Awxu2wiH6yXaVRgoCNBwRGMZlxKlXEyfpnVNU0pFaHRzDHiAwTHkSFEs4om57a1I3yflmdyFFmuHR8kRMH4HjrXrGSJsZC7w4eo/uCb2HMWYP/kR7i79tKqRVimzdAZZ/JUjeTHHkN7GhWtBd/CedPHmbEtIFM2aBUBYeCm4oAkUHi4ONpEK41nWIBGC4ft0QYiJCkhGCqFtFUEKPWnc2WmL4JW/Y+/JpF4DiRBJjFl2MDdyzuwZgek7u0GE6I8NLcYGC/SRBtMhAQDjT6iFa8sVYy4XBkeqmbjPWgTphWqbtLcqLHOhfFbUmRSimxGs6fQYHOjxvL6TmrZF2J2jhH5mu0B9GHxbt2NKRTv7e7laNNiYP9eNqUG+M7EEOtatafG+o6fbwGtuPY1J+Jt28jwzd+ga8RCdg5g7nwAGQi+dOmX0U03/rdlK3rlvchjJModwVz2SvJVRecvDEJbU50NlbyBBiJCaqJKXtugNFVpo4CWgN36biJfUu9L0bvTpFAN6bAycmwAACAASURBVGzWof/IP3xhcyX0EceDn7QFSDz/kiCTmDKWt5l0NyzssyKoGwgbtAcq0MgC6FbcjExGYBfjhl6i6oAGhCI6YCLScdvmaMQm8kKQGn/IoJAFmYoAAZZPwYmYNrieZiZHqa2bXzYEr6GEDdxOleMzGWaVy3xZW8zE4frW8FM9ZWxszrRP5nH/cUYXLoVQ4d90A+7+nZTa5zJe8qlMeEhpIN7wegDEL34B112HyDpo9hE9/jjCMPH3VUg1JIOLAkJLENeRDgnxSWEgtKApTJAhUisWGXNJuYJau8kRj2u2zfSY7gVQ7PnDFzbfDk72Dz+fSDyHkiCTmDIunJ9BOhrzSIPABSMNKhBIrTGaErRECxCRICXD+A+ycIgzTDTB9hTWHI2S4D5poXSE/2CICiSlPCgXDN+kzRHYJjjpMQaLA7z2ww/ycwqcoLMMYHI3TRytqdarzHS6MYTA5+lWnx1GO0dai/jF2A1QHY4fDBWZR+/CxCJUIWOje3li7b1w688Qn/4UeskSGBlCC4m2nkTmBiCTxx3agd2Q1LsiIF4O1CIilAFSxG9QF4k2fKSC+fJIzBZMdNksXQc7prfod+Qfz5XpSMrOJA6fJMgkpoyX7C/AQIRhWXhNjXBAu2Aqjdgn0FLG/ckihSVUvEyWSaEJQWvCzSmcUxVagP+og9YK/4YIKSCb1shhk20+DGQlSoN0WnTs2oSMAtZ/4udYCCBiwlQMVCa4SgteLDuYsJ/ZtOxIayGOSPFw8zeIld+AUh8dpx7Prk9eQCujaY3WaPhxM7Hcu89j4b/8LaKtBEcuxna6MRZYyOI0MAwiDYYvQGusEJSIN/+ljsvnSAG+lkSORgDTzDnscNJUOixSDZj7WBdW0UC0/ZFcmf554Dae/blE4jmWBJnElOBMVjrJ/r1ifBu0XMABFUBKaao3a1TGBKkxsxIDRbhVQncKLZtoT6JqFtlzA1Qgqd8qkbagvlbSXoqwOhWiLFlHnf68Ys8uharBmWbAonct5OzL/olT7Rz/+qIj6atW+Wi5zDvzi1FC8/eVTc8Y66eLH+e21h2s8dfB3deyTil+9JtHEAtPZey7X6HNmUmxN0863UXPW99BWjVo33w/+pqvIEY64Oheqst34DcmEGf8PRo45iYHW0hCCwLhY2sT3/DIaAM3kGSFjRYaZRRZ9sgYtqkRpku6NUi112SF2RsfZf5dtoM++izExoef83uYSDybJMgkpgQ3hG+/uYV1uuTx1RGRhqgm0Yq4170wABEvjU3mHUYbDYQp0dpHNyXGAIisQlQkUUNh5iUqEhSzgA+eoegpGADU6pqqoagr2OpJ/ma0zuq/eQnDt/wo/uEvfxXF0OQmNYrLM8uwzDJncqd7z9MPSINzFr8IwhBuvwvDTEG9gJX3KJc14z++n/ZUCwyJcgOkkJg5Teg1aN3xPRCSwrDAzYOSglAqTAwC4eFoiYrAjuKKBlorqn6FyBRU87D0EXBamhlCPpXk+QypNBTa4MD2Q37PEok/RxJkElPGuWfbKEOzaqXCLkWoZtztMlJg9QJKAJrQ0Wgg3J+KS/v7IaohcU4M0Toi2JVCRRGpaXGWf87RiL0GlZTHaUVByxU0jAwDpuY3rmC2ypBDYj6ympd9+OMAvGXLGCGaH7ZGf2+cBpIHvIcA+CZwxmsupfXi94Bpw+g4rqPIBB6G6VOZGEXNPJ50wcLc+DiNRx9AYmOFowSGwL3z+/HPDDTKMIgMQUCEpSUN2SCtTVQIKRRShEitGa/uIrKglhHMf0LTtsfFaFPI4rNUYy52xdn++558bm5aIvEnJEEmMWXMmBOxfltAZYNk5OgmkZRoNGGkybwhDa5AomgOCKKGwJ6eRmgDWfGJRmwyZ0u069L6WgHQFE+EUk7jzNSIQYOhossMR7B9F0S9FS750kf4frnIebqTW8UEB9jGGTdcD5/8IV97+Ge8+9XHMI7/jDHmZI4fNn/MyeGTjGnNF4Hx77wPsm3wpisAGHV34js+6ZEMjpNl1DcpP7CDOR0TtHZvRVTbcJaUqHd1ETVr6EYNtEZGgigjaBkejrIpiwkKGOgIcsLHtFsYGvY+eRduStAc6KVvj2DTcQ7bFwYcfdVXfv+iHn0GNKqwZ9PvP5dIPA+SIJOYMrSAm271aEOiVjQZjw+UxX1VShYiEAih0TM1/m6BmGnFnTBRCFsgswIdBARrLYSUkIooZDXCEARCkTZMXBe80ECaEQ8vXsSp85awIRVyLA5ttkW5PIH3rU+w9L9uIH3lF7Cnz3jGGKfJXkaaN3KF1rxJCNYBeA3EjpXoc18PZ7wBcd33qRYVEoUMAnzPRfWvwMml0Oecg7dtLxiSRs7CyHaDVqAVOjJwMxChMJF4KsAW8VvUDgOEjpf6jEoDJTV+NoXnQPHKHwPQdv3G37+oPbMR5ZEkRyZx2CRBJjElZBxJpDU/uc2jiIk532VfNoqP9GrwHQNCkCjUfANvDVh98X9fYWiMbg1CQBQR7ZPIjMT3NDkL2COp2gGlrMnEhCbMROhIc/5pH2Bg+xi3Xn8BL0y1kfM8Lndd3kOKJ4KZuCMV5n7nu88Y50mpE7jIfYCLhOC23z64/Ez0a+PKy/rCq+HehwhwaTkRpA1s26EaSoLRKsyYQWvVaoSW1NIgBhbFSaUqQigDpMAzNRJBKAMMNEKDGYaEpADoq9hEgFuwGOkR3LfnVh69Z4xf65Hfu666d2a8VBYm5f0Th0cSZBJTwlELUoxWIrZvVxzRJfHqIYWZxEFGgUIiIgGGxuiDcKOB6pgMMpZC9gjQoMOIqKGxZ0Bjj8B0QuSgpJzxyHYqyhWBLjZpeILiSJqdjSrRmk20F9OMTYzjO1kWRhnW3fx5tu7vJ33UUfR+8ENPjfPl9lK+Liyu+7+DX3cv4nP/EH/f8Fi0/UfYa9dSGZCIoiafztOoVWiULRgaIuzuQgY2NUcgjjoF0AgFyjDwIoPRtMBAorRGCIVEYEQhZmQihOKIShcRmnpBsme2xLHziGaZsPAsezL5tmSpLHFYJUEmMSX871UlPvjpOp/tzDHzTJfa9wVHvZi4VpkCc5cBEVjtEal8QBTYiNTkyTNbY083QUUIFYGC/Mtdxh7RhO2SqA5BVmNrj5olMCzFsXQjlOQzYpBLvnAXj2erfOaWy/hS9yL8hqa+6jaCF6VY/Z+/Inv+v5HJ5diExVn16/nI5GmzzLLlzL/hp8z/4U1k3CHEPyyAyRpo/Ud2EA3vo9lroqMm7aU+Drht9K7/JfrFL6a1boQd3Q3spSvQhoEIfUAz64Cgve5haAmRJpINHC0Rvkcmskmlmrx1/8tRvuKJ+WV2z01zbP4U2P4ounf+s1/cTY88PzcxkXgWSZBJHHaXrmhnRkZRWaV5WZvFWHcL7QuMPs1ko0isbQK0wOoOMUWE0WMhVNxzRpggLDPuyaIUwhRoGWf42xVJ3QoomQbaBVFsUdBpvNBkq92ggKSvYGBGEf/0T/9N6JmsOW3O04P7wlvYee9u3nHJZ0gJm3r308tnzfXr2H/jTwiqNdxNT0B1HHH/rez54A+x5/Zj3/AzgoxE2AYWGhVFtC2ejti1A086HJhnY4USbVkIFWFEGoREKI0EpBCEho8l4o0px1J46YAOtwvlRwz3ucjIZLE3K648YDu/f3GbtaQwZuKwSoJM4rD60Pw2PlzLIzo0/96W5T4vxK35hBnQ/fF+jBDgPB7EHS8HFAYR9kIDlIEqazBB2CaEEZErMUuS5n6NtAXWkEEl7VNIa3wflB1h+xYH6ibfC6qcaqaZyEsalQqLfQtZcbnh9AFYsSAeoO8Sve90Hj7vPG4953tsCP5PvskJZ1H/yNcwSm0UzntP/NgtX6Ex8zX4W3bTedZy8CNqMySh3yKfa8fIpUk9uJJw7jyGjsogfQmWHW/8K028PggCOZkr45PS8dKZZSvGM+AEWZQf0SgoUAZzKx3I2gQY9jMvrmkihncn2f6JwyoJMonD6ku7Jlh7RZXmkGJlR4N5rRDv1wLzAOj5GkLi8jGDJkJA7lgXEWmyJzoIZdH8JYiUBNtCey61+x3Sr2oxfpdJ17EGsgJBe4BpB2zfpslHFo1ygZ1N6JSSd/Z3ka00uMTz8Uc0Xw3288gnroa5feixG3nbq05lrDLKQw84fP07L+GCR895evAP/AqxwmF79/GUjj+Onve8H3asQy9dwe4bJaneEnqwiZuF+jxBRhrs3plm7pkzcB7fyO75Ph21EGVKhrpARCCEgdIRhhCksamJOjlh4guBY/ioRhGpBZ17NLorR2vHDhYM5hgYepZAUuyBR25//m5mIvEskiCTOKz6uiQL5xqMXx3y6D0pfjEzrhO2ZhGIFnECpoDUgTTSALstQPsQjtloXxDVFGrYBgRaRTRWpTCPCAlHBaXFkpYZ0mYIwhCarkE2zDHSMvmVrHJ+voAWcGvN5bz2PkKtWRlV4oH98B7OPPF9XHHTfbzxE29mxaWfZMt6g7bi75zSCkP0t65guP8Y8iefhjNvAVTGiE58BaP/9TPkhi3osk+rXaJwaVQ8okyBjlWP4JkWma48SsD+fhMj0AgBkw1ysLWJJzwMKfCkiaFC8k0LQ2v69hmIlM2O8mpCSzDX74HomTk9tHXB6L7n9P4lEn9KEmQSh9UJx1johzVqB7zez3Hv/Rbzds5m+7BE7p6suoxAZeLKMqmCj6oK7HlNRAp0U2P0x5vtKgppPuQg5ngIDekeSTXjkbU05TKEjqZRyxBpzW2qxpJigfa6zwYJi+0sD+oqI5PJl0cBN27Zy0X5NLe97gzW7r8e9wUWBz5z2e/lzvC9L9PwJU0fuv/53Yif/hfk0zS8I+gwm+ApCDXVGQZSGoyNSNrmFQkoINskQgmGeg0MpeMqzYL4RJmw8AmxpcLFQEQ+GV8iNczeZSJsi52tRxnrFBwVzfv9XJhpc2Bi+Hm4i4nEH5YEmcRh9YX9aerfinh1ucosbXFB2EYWwacnuuFqjTY1aI3br7A7QjLtLVq/kWgPwkAx9vndyHwKVIS3Hdz1Jn5DUSpBuqwIel2U1uzZD1F3g5GKxa/NfWipyXkR6ybgAwOz2DTY5D+DPQC0AxcCHUJwXa2FWPpOwtediB67iX2VtSxZveYZx5qpVxHnzGV/K0tj1jLMu65D3HcT0RsvpjC/h+KuTegDLVolGCjOYHxfQHXhLBqiB0P5KAv29Zg4boSQZpz9D9iYuNojNFzGZQbpNinYBgJYtiqFYduUUw1uebXkhfoU7LEDT4/JNGHFS6Dy+2VxEonnUxJkEofNhSfHpelVBc6e5vAT0eBlOkcGSfmTQwSbQch4T0abPlYxREpFtAdaex0CVxFn+1ugFO7jJjqCsC4oFDRig6LNFFTrAj8LEkk/db7oB3wq5TBjwqK9LcOulssc5eCicIBfa83bf3ewn/sB4m2fR1/2dnZd+H76//XjpJcs+Z3XvJ/xacsonfsa+OlXQCjGr7mBrmUDcQ5PJcQPy2QzBYb3hYixcUQ9R6AFBzqyyAieOk4HmFqitUZLD1cZEAXYZtxzJl+Jc2mWn3Exm48EU2tmp2Y/Xe7fyaE7ep+bG5dI/AWSIJM4bP7r4RYAW/425IqVTc7UeSwkE2aE0e/jjz/9J7dpmFhOiA4F0V5BfZdFpBUpBdI20FGE+7iJIC6qmS4q2KZJCZiYUMicj67nmUeFtwrB3LZ2pG/SlUuzeaJFOPmbfq71HxgtcMuDiNM+wOg/H0PlrjuZf8NNyFzu6ed3bUF//ysUX3I2tjeO2PEE1dXjtHwJHR0QQK1XU0oV8FoK65HHCUUGBDzRn0EL4jo6xEuEq5eZvPTRRdxzQoiPgVYhtgVIyDTAUIING77L4HSBDiPsTevAnCxRnS0+e1XmROJ5lgSZxGHjhuD+j+KaRzwyoSSLZJSQtKPRjkKHoCb/5o/c1kV6wCWqmtSzJdoXKAIdInWEME2IQhoPpxDCAE8grRAxqIkiqDZBGRGtiQK/MAMGHAc/laKRNtgcNFmustyrKnwTmA+cIcQfHvSmPZCy2HGMhywWGLjkM898/rr/wI8EXe98F/z4KtSbL2Jfanr8XL5IvU8QBi1sO0XB3YkTKpQl6HAFoSUna7GBb8GHLovLyFxwpY2vTFAKy9B46Yh0A8xAoG2DyqO3sbO1kdkVG6zJTzJdAyD/yDwSiedJEmQSh9X+2w2++bOZXEE3R4odPCh97I6AcLYm0yXwlEBowXE/WM20f9iP3BaQHq1jdVh4pRY5T4Fl0XoioLXOxm6zSLsCswI4EXv2aOgNaA71kCop9lg2J/ZNY9VwldWFkOawZlwHjIf7+CIwXQjG/8SYxQnvJZr9BtZ+9l3wjpdhdnQ8/WStzG6/nWDRccx+29+h550Jv15G/vsrEVojhuoMHgMdVhbmz6G0aSd+m2CkRxDJydI5QpAK4LbXuMzb7PGam5q4kUmowTYCHlzmUxyDQkXQveBowpkd/Ni4lVP3FaFtWjyOY18CQ7ufo7uWSPz5kiCTOGw+ekKOYz7UyRVigrcxCMDioiAUEfig0yAnqxAbbQqERu0XyG4DqSFqizAVIMHdJNGRwGjXWCmFXTWJugNqDU0zkIRuivknlzk2X6IRKY71svyoWuYIkWFzNMp/6CiuqPyXuOpm9r72rcx66E5wnk6EFJe/h7HpKxCZXLypZAfUut5PvhqiQhMtFI0eQXkowMzEy1tRr4HUgsh4+i2Zbwqm7wp4co6B0oIICTqkZYWICGwX8qVp6KzDDmMf7bUASn1xN8yuAcTI3oO5PYnEIZEEmcRh8YGlOT76YB9Cg7csPjb8ocWSuRMGqj9E7lQY6TROMLnkIyTSAPaDMcMCUxDYPoZWgKb+YLwfI3pCpK8wqwZRwScywK0WMa2IrpketWyOW8tlTtMZpgU2PhGfjGpc9MeWyP4IdfuDFPsW0PHYLdBZjB/cvoHoxv9hpH0hxtZVkHahOUrqx99F5/KYoy2qA5Io1KRbEFoRzLHia2HLuMQB8YGHWTtCRjoNFBAgIfAp1MHUglQTOorTIe0wbE0QeFXId8bdMNu6YfezlP5PJJ5nSZBJHBZXrq/TbW2l29rKFx6rAfC1J2CnY1I5JmD4RpvhvU0eI0JJgbtPEvkCtRVyKxy01Pi2jxFBOBxR/qmNaaaoE6CHFDrroXyfqpFGhynmz5+g9jD8pDXBu3UPEniL7KAWbKNLRM+sqvwXWtPRTs9EiSMefRg9ckP84H9+kNqXP8ecGQ2M4S3QIxjp/XdEYBM47VgVl3Y7j7EPArtF0C3Y127im5NvSaExELzszpBqIS41UzHT4DVYsTaFFILOA4J831zIpalnFSvd27Gmr4C5y8BMwRMPHMwtSiQOiSTIJA4bN4z//ZaJJGsKZHtI768CsmPQkRYIQ4ASeDUD0ZIYRZis6w+AvztC1QTSNgkbYIUmUcnHj8Bt5in2uaTaYHhLhnE74Ajf4lHdItQN3qwPrpmXeeQxyAXLePK1ryWd7aTv7jJ85HXxk3fcRJ0UHfYIWApUFXNfvH8T6RRhTwopJNqNMFWNdbOIC2SKuCOoBDomBClXI4CaaULoY7cMGgVFpgJBxgLLBNtih9qGVeiDnpngN6FROai5JRKHQhJkElNGCshYgnEZ8Y0s+BnJ4y0QDogUtMbM+PSVpVGGxgQQ4G5WaCUw2jRKhFgVE50OGRvXCEORzUREtmJ/vo3X5buxA0WPbvDJ6OASFc0lx+J88D9xLvwcqntmnD/z4teiP/AauOHfwIKRGceTc0IMvw55jdjdRDZDAtuhMcMkE5h4OsJu7eWB41OA8dTPFwKKLUnncIAUghYWPh6GNhkruJSGoVWUICWkU+wOd2AWB2DmEsTYILhJ9eXE4ZcEmcSUkbMljiHYPa753DowWxJXSYyCwMwoGoMW5AxQPkpESBUB0HhAIA2B0R9hFSOscQFCU55QlGY2kYbCq1qEpuSoKIURKZSR5kFVO6jxhhtW437xo+hWg9TrL2DiNw9T+eXtGGd8GL10NvrBq4l+8SMmCtMpGmOQNfCzM1FiGcIPCC2FZZgEloLdZbYfazFcsCePMcfdMXOuwYxtHlIKwtCilfIRWmBqn1wZAof49RmHMhWMdFvSDTMxpSRBJjFlbPYWkR61eOmXZvC+Y/I0RcTL03nS8yOQivH1aYx5NtGGFs2cR9bTYErKPzEwRRp1epXOU5vIwYChCXAWZ+nqC5FFydZqB0fPHGTBpoCfmx57ZIEW6uAGrBThugdpXPByGh96PbK7nwNjWY5+cB2Fd/wPYuk70R/oprzuV7jdPeTFOOKJW0E64C/AmLDANNB5k+r+Ou6SFFe/vT1eLhMRhgBTG5z+ywpeUeJ5NoERkE5ZzNll0rPfJEgTJxP1tNPCZby3kyXVebD6jkNyTxKJg5UEmcSU8bHjdgDwr8ft5Kq1NTw0He0SowA6FATjAjGQQu9XeHaApeIgEzUFUphExRCnK0QrzcSYorAsi+dLyrssZEdI9o4GGpM2J0V76pmfYpYBxx3k+MOH76b1sX+gvH2YeTfchNnRgTj/KvS7FtI0IOUPIwozyN0+glZ58CJsV9AqCVKGRXYkZN0ZDpER78kgNFJJeg+ETHRBqMFyLWzTQLoGwzM1430gIw3FHAsXnQfA44ums6j04oOcTSJxaCRBJjFlfHFtDSnWceXaKm4IARp/vofMS/yKJGoI6DbAszHXhJhKI0wTIcFICVQ+wnI0oQRPCTKzLPwJQSBN1LDNvrdOZ2/axY5srNQop8QJ9ZwGfEZr/k1rVhzkHFR5jL0f/QhKmsz91X3ww3sQL7kYZmyhMn8Z2RnTqLd1wCaJrHuYvsTNRqR6Msy7f5T6bItywQAUEoHQkKtEDE7TRBqMwCQowqpTDb798Xg57IRdcyCfZtuW7wBwxPoneHLDtQc5k0Ti0EiCTGLK+O1Js99+DQVEr2hCI83Y+hQyAtERobb7BPuamKFGSAfTsUgvb5Hp9cl81cIOYeBNNumsQoQRXxiZoGBkuOiHdfaRZ6d5gGNH67zK1fxIa6YBrxOCVwrBqr9i3Oaik8l/dSvm4hcA4N32Ix7rKlH5/rcoXX8vzslvQSx+NeGrl9NKS3L5LYiLliB0O1ZT40tJ+YgUj1uPYR2ocvNru9EyjBNRtabUENz5UkUgNKGX58pLn+SoX1lcc7zmmrkZ9qcGYWYfofLhwN1s2n8jYXPikNyTROJgJUEmMWUJAwqdmmAU1I4Qwwbth4idHvVFHkJC1LCQysKY4yFCTTDTYmd7gEplkJGmIeHvij1sbjRxXIUGPlmv8BYgAC4Ugh8ATfird2jS7/9W/PU912IeedpTjw9f9UX65qQwZswn+9nvYOQ6EY7AM4ukPv1hjGoaI4QAAZFEm5DevI2JPhutNULHb1ADk5FehZIaT6W4/+Rxqj0RkdJkI+gqZ6CQjX9pJg+DO/7qa55IHGpJkElMXQ6oTVBdWSf4hUt7Tx097IMlEPEBMvzdFtKzsBY3sa0I584cB+6zSbdJUFCxJAudPNeOD/KuYsT6qMrHtMfZWvMRIfir+kYuPB7zmgdh8ckAtK55Z/x4FGC98K1PvUy5Lul5c8mPrSN86C7SF34WdeY6oq4m2YEjMO9bhxUKWlZEqpHF6cjQ8kbxLUArhI6TME0hqec1ygAPm8BWrHtBFelpSqGgeySLLOTjX2qYcGD7QV32ROJQSoJMYspySjDcJ8if0o17Uhv1qIDeE0AeTA9A4G+SaCURM32MCQENgcwqUraBUpps1mGr12SZaNBtCvrDYR4Xgnf/lWVkAMz3XRV/ffcVsPwMwg33UTt/Po1PnY0xcASy1PPUa3dd+H76L74YufZOWr/5GgDi2G00CgWik8uYoUFgNfFb0/AXZQmkwiuXUai4bQFgChNlCnwbPG1x3NoSPztvGMuDtJJ0DWaw8iWw42rUVMb+6rklEodaEmQSU5INdM2H7/3cxDPT7DtQItcH+qEAlps4riaqmYxeJ7B7I6LFHukf5akSYrS5OHmTZkVQHGxwgtrCW4SFV5vLK3WLK4GDyYUP33sq4QUnEl3/L6Quv4DUz76H8b7zUbpO/SOnYL3gzeSv2Yz1gjczdv13eWzeHBbe/kv6jzoVlTob+fl7CY7bQ8/ddaTbwEsLqK9GSQln9FAOhmg58ScZKQQ5kWHuXhjq15QRXPaZRYz3Btxy3giBo1j6YAf5zmmQySC2roWJoUN0FxKJg5cEmcSUZAFmG6zfLElNFNFC0OZUYaNGa43pQlAxCMfAmuUR5TTGbouq8skFaWQKyIOtK4x5gsidebBZMU9T8ckE/eADBP92ObpuYp51FvY1/4n1gQvwbrua1rXvxXntv4JpE46NseOt/0DXefER4/ATl6F/6mGethS7ZeC2hWgUsj6AshS7TioQmBEgJmuYGczaLRieJmgammxVcOYdnTzw8gkOdPuURh0cmQcnA0PJfkxiakmCTGJKMgDPgtFRAykks2ZVKP53/PlD/jDE9MDflUKHYM9tEQmBMWFQI6ArcIgMqO9yqQSaD5Rt8kaazapxaAepFGr1Y/jveDvhbZvQ3jTEiuOwP38JujukcfUbyH7sZkSujcoddzDyjW881XtGv/d9TCwDkU5hbakjDIPO3e0YSrL/+DTbesK4roxQmNpk9vaAsW6NJxUtw+Nvf95LtT1k3bIaTsOKj2W398GeLYd2jonEQUqCTGJK+tAS2LFL8NYFOYRvsfNAOwc+Nh/r2n7Ed9swfU35xxnMNsHaeyZYc07A0MIKlV4PIgNhSZwo5IXDgi8Y89Ba8cFw56Ef6IlHoe//JuEFiwl2/hT/0stR5hnoRS9FLJtDsGQY+2vXkL/pJww9tpNlT26n401vhsFdiF8tQWiD6lkpzHXrGc/8mmPu78GUNqfe161YaQAAIABJREFUPwt70Gb6gU6+/bYcH/1wir1zNA1T0VR1jtpR5G2fnclXP7UNIzLoHMzT/4oPwLbHDv0cE4mDkASZxJTz7iPh5ds1Aw9pXunETb20BGmCdkO0AVQE/jaJYUg6+wL6X22SbZpMGD7ZM0GHikebBkeIDEVh82RUp8xzUMvr4bjVmbj/MfTpK9DXfYqor4xcfCoc/Xb4wU+x0/HxYvuVZ3LgK19m5pe+hD19Bsb2jRCapPeERG9egtcxwOrjTCI5nZ4DcXXob/9jlTNvb/G6G2qkMImkRjZ9pCmYs66bWkowkTU5/o5+dpw5G7zWoZ9jInEQkiCTmHK+uQW+PUfwvfmCb9YagAQBpqlRtRAlFWFDEjUkwpWMBhqrx+TAGkX7HM3+VWOIlOS+WsirjU5M4Gb1p5oq/5VChVhyLrz7EsRrLkJc/nXUHJfgmCGiFQahMUDr8ssB0FHExLJFeM0Gc2++GfOWbyC0Zqx9FsbQfHSpi0JFc9a9Y5Rze3jlt1dxwkPj9I4JlmwX5D1JJMFuBiA1o5ZDMNJOmJrA9gO6HlPgH1zrgkTiUEuCTGLKcUP46ia46gn46qNlhnc9AVIghAZPEZkQjQiEBKoWoakwRg3CXIgcM3EGbHxb0vAiTpclslHA/Rzi/ZjfFSoYK8Mtv0acewHiWzeijSHUv7yY6KKLqV1yCc1/fgemZ7Jv3WbSCxbCpf8CJoRFC6vqYRQ30GQ7frEEVsT+uRmEDpEhoFz6yiahBfuLZZQU9FfhvZcVeLT0a6ZtSqOE89zOMZH4KyRBJjEl/bahWcmROErgtQTVERAVn7qhaK2xcZZIdCUNgN4pqHQ2SI2H9L+3SIimUVd0aLg2GuTAc7FU9jvMFcdSuvc+2LEPrr4ecdbb4IS/RX/7vxFXXoFa/SDVU46jPL2dJ1avoXvFNMKwTnOnh7ezzqxbG4RGyL2nreMVP9esOsnksx8ZIBIa0QpY+qRDvQDd5Qy1lMexo5pj78px7xdtch7k3cxzPsdE4i+VBJnElPbGOSbRnBwA6+80GRzPUx9R6IbAnibRGqSCsKkQkWZA9yC1xhCQrdh0hCH3PNefYgDz2OPIffGLADhvPw/SaWhvh69/Hf2Fz6MGpqGHqmTdbYjWDnxzF0Y+y2X7uhioDRG2piE0FPdHWJsEizY2yLY0a5fXkEoTCUGxCX467jSDJ7j39BSbFjmIUpYtp9TpH7M59ti3P+dzTST+EkmQSUxZ71xk8vfrLbI74s3sk/7GpcOs0yJC+QIjbSEdBQpCP6RjeoZckEZLQQrBosEcTeWzA/+Qj804/VTS+/dgvP51YNuEa9dQ/9AHATDf8z6sVavhoYfQc+Yivn4t4pxzSH/sQkrpND0zZ5Cq9aBS8dtv36WLOLFqMVHqp70cYo7C5Z+D49YbbFxYZqRLMTTPIOOCtjQBJju7BDMmNF/7pxzB+u2s/tthBkYt1q6+/pDPNZE4GObhHkAi8Yf896aQzuMcPvHIAKcNbKS9VUS0g92vMLOK+p1prIEW6f2ShQ93Eb5ao7cLAktQ/aXJ0gmbj4udlA9dGmbMNBGWDYCcOwf5vf/Ff8EZBMAEkPECrKEhrMEhjFIJ8aY3Is/+O8yGgf6NjXRStE13KP/EphLuw7IC6h178KSP3yuYvsfnqtmSOy6w2Dbd4bW3jnHcrW2ERkhOw0ixxI3Lt/Cvdy/gbT8uc92GO9j38yOZNnuQUHmHdq6JxEFKgkxiSrtybR3juF1c4Gr0aICYDZEUmCVQWyXZJR5yj2bk+Dq9W0sEnVB9NM2eb1jk2gNWNZ+DI71hSHjPSsJp08GM30LiJS9Bf/vbGBdfTOC5iAULEP3TUMuOQrQVEL2d+AjUQ4+g1m0mvbKN9LIl5M1+lPDJVPJo9SCk07QyPoNtIUvXW6w8oY2NM8uUTYnWEbnQYG+XxWmPWLiWwKLBslmvZ9Nem/suqsKlh366icTBSIJMYkpzQ/iPtXXOH9D4dYWNQDyaQsoAI4DMfTbWNE0+AoYF40dqDlxeAqA1bj13G/5h+Myvv/wlorMTZZqo8P/8zp4eZEcHYsECzJNOwDz3XMTyo/ACH9ZDY2AbcmadKJA01i0l62+gGmlCEVLPC4zI5hU3Znj4+BKPLfCYv1awtR8G+4Y5+eHZrJnVotF3PBNLtwGw5Ox/4vHbvv7czDmR+CskezKJKe/8hXFCZu3xBkMTFs2PFPF3CeSCKs2zKpgu0DSgIWgOCKZ/LC4/s2C2x+no52eQvxt0fmtoCLVhA9HNN+Nd/FG8N74F41d3khoeZ9+GTzJ+6zeorFyDNFyUlUEWFpMhzX3HC1YtVITpiFd9P42KypRcRQqLvR2KN/6sE1dqXrq9jfCxQYrXxtdowx3XPT/zTST+TEmQSUx5Vz4REB1lUTjCYeAWh2NmhDjTTFobbLbeWcNuaqrTfJTQNBeCfXSN3R1DeBsDNFPr43r46CPU3/MeKi88k+Cb/4PZamHmO2k9NsL8PTbleoa9SwZYsVbzy2N8qo7GappsWzLKdeePMDLf5EA25NFjItYuqLC4nmfjrDQbH7mD3W1no8JDf8ghkTgYSZBJ/H+hug4yO3xqJzdAgWoI0m3xc1JBdjs0U6BtwIdllTT3iCb3wPOQIfPXUfv20vrSl6hf9Akau49mtHcDuVodBjPM3ifJaIPA1IznQ5xxmydntYgsQaamkVGW3O6AnorNzumC6Xrm4Z5OIvGskiCTmPLeuSRNd49GVBSZpkahwdcYNYOBhe0IBaJhUs0qdEpgjBn0uhY/oz5lA8xTjv47+ND96H3baPzXJcA2xISFBoJSG9r+f+3de5Bc5X3m8e/7ntM9PfeRRiMxuoMAcxeYi2NWZiOwjZMY7PUNO8mmMOt4fVlXLt6t2ClnU+uNaxMSJ84WdrLGdhJiG8dbbFLOOmbBBhwwEBtkAjI3CQldQBKSRnOfnu5z3nf/OKd7NLoYCTjT/ZrnUwU9fbo19Z6qmX7mvf1eOLTEUH6ug9H+lK3rJhnc4xnr6iJ9agtxkh1stu2Nl3LWuR9u6a2IHItCRtrezZtnuGkq+zB9YMZBD5B6orrn4MEEb6B+KGXlzogL/trT/41univX+BYTrW34TzMwjP38GEy8gPtQN+4Pr6D2/25n6pffiLntJiZJifePgPHsWwJDe/qJHx/lM598htVb4J7LYj54U401n/0el8b9vO6W/82TP/mLVt+VyFEUMhKEGx9PsHsMv3xflT09HmMcJnF0DRl8BM459v/blOR5KN1VIRlyTL/S+2NeCedchf2yw/7hM7hPnglb7z/qLeYH/8BDFwxiduzE4Ni7OKLuLO/+1jDRaEJ5Bp5b5njzfdnZNJVbbmHTA59b6DsROSEKGQlCNc+LgzXHvooD47CViOqYI41gwqZ8/QdT1Iey9124o5tPnTXQugYfh/34ndkXpQqMH+OY5EoHMM2NHz2PjjPOBzyjXdBrJ9na1c1Hvlxhy8VVtq9I6Jwa5nfecRdP/uALJE7Vl6U9KWQkKFVgesDiY48HjEtJywZfdczU4NDeFID/fs5z/MnW0Za29Vjc596aPf75NXMX+/qwp6+j9Nv/ifKf/RFn/8cvADA1UAEHXVXDWVsNm86GVU+V+OxX9rBq1wx/9puG7dd/iIsuvK4VtyJyQtppdafICRk+rQJPjWC8Z2mtzvZeQ9dEwmXE4MCan8ATrW7lEXq6sUNLiDauxSY3we+9D1N/F/6FA/D0Nti1H/vg09iHdrN74DFWrz+DUmRxdXj8NZbBacvy7i18//W9gKErjTl/W5n73lJm8Q+miW2ZxGn5srQfhYwEZ6IWMeDBpZa0NyaJwaewztq26JqfdvsLjNzyGeoHdsPll8Ca5fjFvfiOGJtYSlVLqVamI+3HDpUxyyLAAB7vUkhT4riEsY50NqXaaXng0oSBfUvZum4vp157K+nqn2P6+utY+unP8tDDX1PASNtSyEhQymXoGCljvMd7qB2MSFaCB0rGUcK0rnFdXXS+4WrGop24//AO8FVwnqhuiCYh3jeL2bkHN3qIdGqM8b07SacmcNPj+OkJ3OQYbraK7Shzys3fwLpB4v1Zmf9qbZx9lQHOnNzPsvIA93/zv5B842PstBUFjLQ1hYwEZbg3pvRIBQMY6+hyFl+G1FieTie4nO4Fa4u95ELKN34GAPfMdvyPHmb28SeZuWYD1BJwL22Xjv1ff0XlwDNQHiI+4NlV6YexLbjSILEfZsJP4vKVc5rwl3ankJGgfPjspaT3Rph1ee/FGxxZyMz6+kJVKgPAbXqU+u/+Pr67B3fv/VB7BXoUp5+B33AF8c4n4AVPrTMh9THUHa7D8eh5Q5h7b8Wp9yKBUMhIMD722iVce+8pAJiSAeMppRYspCai09VISHk73fzDApyGiXOkP9zU/PoV8YEPw/792KgbX/VML01gDJitQz84C0YBIwFph3lSkRNy86MH+NKluwAwdY83NOdg6lj6gZIzfMMv5c10LkyjnHvlAuaUYfxbfhG+egtmbBDXYah1GPBgkpRWTjeJvFQKGQlGNYE/fWg/l0ePYPD4KKXkLGAYtyUi79ibVukx27mDAg4rK5j/xzswt3wF/6Uv4KudTK0FKj2QWpiu4Y0Hr6SRsChkJDi1fNLbW4/NJ2Fq3uIBn6btXxTzeEol+PrfEnUP4BdN4H2Kt/mIduL02ypB0o+tBCdx2ciR8SnGG4yHGSx1DP7IQ8NC0dWNuf2fYO8eetdvpL5oApIUoihb4ZA6MAb8Qi5tEHn5NPEvwWlMe9s4xZJ9Bk9jGbGWRbOzLWzZS1Tpwt/2j5hfuJKudRex/Fc/zajbR2wszsfZEJkp4Rs3KxIQ9WQkSAaPIW0+n8Yzbk22Yz40r3sdrD0VgME33UB9fC9MGzDZXQJg9asqYdJPrgSr8cNrPNTxHLIWQgyZD34ENj9Gedlaes7dwNSeB7FVmw2VNReuRdlwmVNXRsKi4TIJVkQKxHig5jy1yIIPbE7m/PX4116C+dANLNrwHtzMFAwnRNUIH8VQz3syHZXsUXMyEhj1ZCRYJeOyZb3AKJ59NgprzuLU0/C33ob51O/A9+9m8c+/jx03f5Ce168n9hUolfBJ3pWJShBZTD2wEJVXPYWMBMt6j7cOvKEGeJPNYwTj+g/A2CjceTu2XGHyJ/eRuClKlQ5MHENkcUl+P1E+6PBKbfwUWSAKGQlWjG/uTRzHkVgb1AS5f9s7MF/+IoyPU1l1NiN3f43SWWdgrcXZKLsX57P12uVyFqCJQkbCEs5vpMg8hsh5UpvigSl81pspd9DV6qadiIEBzN99Hb7yRcrL1rLmN7/C1FMP0ve+t5PWavhKCWNsNsVkPJQ7wBqYVdVlCYtCRsLkwXqaw2WTpHRaQxrHVFrdthPxS9fCV/8GYG7Cv6eLzpXD1A4cwpVLWS8tzSaZfBRl/y5VT0bCopCRcBmHyyf+641rUURvyxp0grq68b/+Edi1g6h7gIHXXcvov3wLu3I55Y4OZp/dCXFWk83nmeLjCIyFuiowS1gUMhIkDxhj8CY/IbOxocRGLG5py07AlVfB0BAAves3Yju7OXTfN7GvWUfJWqpPbCUtR9mBzI5suKxRwyytH/fbirQjhYyEyRvAk0Yp1sMyYipY6lHMha1u20/zc5fj//jPMf/+OrrWXcTwr/w3dt70YWr7nqX7vW/HJAkT3/ketd4K3jt8YrJxwShf1DAx2eo7EDkpChkJlAEczoDH8Gt+gBVEYGFVq5v203zst2DzY7D5UQbfdAO1fc8ys/0RADqWDuKmpknGJvCRzbprLuutEUXZLdfVk5GwKGQkTPnOd2+zYbI/MPsZMSl1DMtp31IW/qKLMTf/BdRq9Jy7gYPf/StcLVsx1lkuUz8wgqvW8LHN7tGTDZcBYF6ZI55FFpBCRgJl8NaTGsNzPuFfqDY3+5/qPX0tbdtxnHoa5vc+AXd8h6h7gJF7bmX0/r9vvtxjLaP/97u4ajXrySQ+P2/ZZ3tkjIGp8RbegMjJU8hImHw+V4E/qpJMBVjUgia9qOs/AHfeDmQT/ofu++bcaz1dWOeY3ZEfL934n7N44/A2DxktYZbAKGQkTPkeGWcMLh86qxhDPf96sJVtO5ahpfhr3g7j49hyhcE3vp/avmfnXl9+CiQptT0vANAsjuOZ/1s6G96x0vLqppCRYHmyD+PkiK5MAgy3oD0/1Tuva35ZWXU25WVr57++bi3p5BTJyCEArDNZD60xJ2PIejLTWl0mYVHISJCMN/goxVjTPHKlw1gSYDdwaQvbdpRf+TX8Rz6GedsvNEvI7Pna78+9Xilj3vVWpjY9SjKazblEzuOcxTiLj10+JGhgRj0ZCYtCRoLlTfYH/pFzMvuMYZg2WWHW1Y1//69j7roTdu1olpCZ+Ne7594zuBg7NEh1287sebmMSZm7sajRZyPMQ9nkVU0hI2HyBm8cGEPdzS9OvAdY7H171DDbcAUsXwF/+XmAZgmZdGp07j2rlhOXYma2bs+el8tZXTZ8c9Npk5YwS2AUMhKcMjbbOmIdsTl8uMww6z0/BBYDy1rXxMwVG/Ff/lvo7YPhYWy5wvS2H7Pvthvn3hPH8O5r6BsZY/rxLdm1oaVEDjxZ8U9i8iXMwMxUK+5E5CVTyEhwLIA3OOOxxzhi5WD+2PIVZvffC4B5//vg3u83z4yZp7sLv2KYSq2Gm8nL+C9ZAhx2PllegDmoUz9FcgoZCZo15qjP3lHaZIVZkmBWLYF77oYkYfBNNzRLyDQNL8X2dFGpdOCqecisWJ7NNeXLsbM5GbKejJYwS2AUMhKcRk/GGz9v4r9iDIn3TALjwGmtauCRkoTysrX0nLuhWUKm6azTsfWEUs9hR60tXQqAawwEGuY2zmh1mQRGISPBKWPx+dKyiGzi/3CTwE+M4ULfHuNLUfcAp378q4zcc+v8Fzor+GuvpnvLNqLKYcsU/s0GMIY0X0jmGqvLPDA7u1DNFnlFKGQkOBGANxjjMcwNl5UNzObB8hy0zbkyh58ZM8/iAVg8QMfUDK6ah0elgl+8GA94l5XNmdv+D7hkgVot8spQyEhwYsB5c4yqZXOeB7qO++rC6btgIys/8KfMPvf0/DIyAOvWgDFUOsrUD+VLmstlGFySrSZzebpYgzf51yr1L4FRyEhwBsh29gNgPfVjZM1m2mMzpsu7Ifv/6S/nTrdseNdbKT2+hd5zzmTse/dl11avhoEBMJA6n5WUiRuTMh5mphe0/SIvl0JGgtOBJYV8miJLmDJQwTQL/o8D7TB7Mbn5n9l8w6lMbL73qKEuf9H5xPUatqtCdcfu7OLAwNzr9by3ZhAJlkJGglMhaoaLPc4n8AzQFtsWG8Fy5FzKJdkh0fFVb8CUy9Se35tdX7lybkissds/cpjGMrq6dvxLWBQyEpxuTHO47HizMlVgxLRxF+CRRwHo/PZ3cZNT1PePZNdXroapqaz3kpojejEeau3QPxM5cQoZCc4KIhp1iRPrmjvjO4yhlqdOAtwH7XlCJkDiiDa+i/7VK5h67EmSQ6PZpP8lF2O2PJ2tLktsXp8NmkuYVbtMAqOQkeAsIm7WK/NkpWWOZQ/Qu1CNeglMpUJ5aJDq9rz6cqmEH1oKO3eB8fjEgjl8E1C+pFkkIAoZCU4fpvmHvfeO1GdzM7ExVA/bgLmPNj2GOVca7Mf2djPz9LbsQmcnDPTDrh3gAJdP/Nt8dZkHEi1hlrAoZCQ4a4mArKSMIxsmO5YdwPoFbNfJ6rl4Pb6eMLX5yezCqlXQ2QU/zuqbmUZPplGB2TuoKWQkLAoZCc5gXpbYk5WVWWmjY76vCqxYuGadtMppq0nHJnDT+d6X4eVZ6eUDBwAPqcHbww4p82jHvwRHISPB6cVi8+KYHSbiDR0Vru7saJ4n01CjzUPm9FOp7tiNm86LZq5cAbNVmBgnqyiTH8wGZMNlHhKFjIRFISPB6QUaRWWmqPPtmRnunj161VUCDLXLCZnHMG/SH2DZKTA1DdVqdnfOZDv+G7yDVCEjYVHISFDKwLL8x9YAzjieTVIcWRmZWT+/JPMFwFsWuI0nKurrZeye+5vP/WWXYf71EZiczDZiOoM36dxvqfOQpMf+ZiJtSiEjQYmxdHqD8Y3Jfk9ynFW9l+ePf+A9GxaicSfJ1WrUR0bnLgwugR1Zz8YfNVxG1pMRCYxCRoJSzv+zvPiOkR/mjx81hgcLbdVLM2/SH6BSgRf2ZV835paso/lr6r2GyyQ47VCoVuSEDRLTAUS92QmRkZ2EusEApSP2ySTAeW1aWibq6WH0nvvnJv0hC5lND0O5kp0l4w2YFHweqIlTb0aCo56MBKWXbOPl9EQ2nT9b7zzqZMwQRP3dVLfvmn8xTWFiAqzFuWzzpTt8CbPzNGvoiARCISNB6c5/ZNMkZs/Icuo+zM54aWgJtef2zL84PQ1jY9g4bo4FmuaOf9SLkSApZCQo/ZjG8V0YY5tVii1QwlANpLRXx8phkoOH5l88dAhmaxBF+Maw3+ET/0minowERyEjQTmdcrbxHUuEpw6kgX3u2jhm0dUbqe3bP3exswvz2GPZyZdd3bgkT0+TT/Qbst3+LpAUFckpZCQoizBZ1TIPxngaK5kNEBmoEkDidJQpL1ty1DV2PAuALXdkqxbwYA/fjKmAkfAoZCQoi7F5TybbDe8DLH0fD/QS9R1xCEF/P+zOFwL09uPdET0ZyLps6slIYBQyEpQzKZFgKHtL2UDdwtLAPnd7Ljr/6F7JutPh8ScAiFasxtXAG487LFRMrQYh9NREDqOQkWCUgT4sKYYZb5r1y660hkvIKjLPBPCXfuXUNaQTk/MvrlwJY/nu/84SPsmXN/jDejIqjikBUshIMMpYhn1Eiag5XOYM3JZ6Hm11406QjWM6zzyN6s7n5r+wZg1MTWXv6V8CaXZ/5vACmQEODYooZCQYV9DDSkp4DJHPVpeleOo2oEGkfNJ/dscRIbN0abOnEi0ewDf2YMYViPPzcmZnoXZ0tWmRdqaQkWA8wTQvUOejZjdTLgLjGQW2plnhTAvU2nwF1vp//nsq69ay7Pr3zF3s6cGvvxCqeYmZFSvwicUbh3GHlZ2pK2AkPAoZCUYnhggYx+GwGCChPWuTHc+23/gUAM/8xn+du9jdDT09zadmUT8+NdlGzKQKT23JjmDuXrTQzRV52RQyEozuPFAmrcNgsHhm8NQdRDbbJ1Nr83mLsQcf5scXX834gz+au9jVDeXy3PPFfeAtHo/p7ssvevyqc+Hidj0dR+TYFDISjNMokQCHSKmnEcZ4Zpkr7RWExM1/BFh/wdyS5lIZhhZlPRnrcLXZ7HqaYu75Ojx8+8K2V+RlUshIMPowJHlPxZmshlliCLIK8zwrV2XFMQGiGLo6YGIc8Ji9u+feV6u3pHkiL4dCRoIxgKWGJwWcz44tm/XZD3FM9lgNYJ/MUZadkh25TLbEmXIJT5Sdijk5AZPjLW6gyEunkJFgDBMxgcfarLpKNvEfYKgcafUqzP4Xsq+jCDot2IgUhyn30dHVk038N4bORAKikJFgrCambh3fHSjxmp59lEl5cz3C0+jJGKov9k3aTV8f/owz4aGHs+cDi/Alk52MaRxmtkp9Jq8OoDL/EiCFjAShAizxEU/6hPeO1dlWzaoYfztKCWwV83y9vdkS5t07AbBdnZR9J8ZELO8swcQBqiMjeO8UMhIkhYwEIcbSg+EQjrvrCVsmB7jdrGNb6J+7ixZBqQS7swn+nvfeQP/0MkxnJ1Qs3kbZXhmMdvtLkBQyEoReDINYnqBOAkznhWRmMRgMpXxzZi20I4rPOw/qddi+HeKYmc0/ZPfSp3E1g5sq0Xf+zxOZKOutpSqQKeEJ84B0edWpYIgxjOcT/TUcWEg8ebwEauXqrDDmxAQkCbPdM5QOdgJwaLST2vQe0rGR7L3qyUiA1JORIGykwgoizsj/LuqILIuiEmsqhjO6Wty4l2PNajh4IAuQjZcRfe4TuCXZkuXqsnupjz6JSbQ/RsKlkJEgfMkPAvBpP8Av0cWqcidJaYx1fZO8czjl3P6shzMb0ormchlWrMA8/3xWHPPeTaTv+ThYmLrznSQrZ2HRAExPAQYUNhIgDZdJEMpmBwnZD2yMZd3MC/zPZ3ZyUW/EeAJdqYGOVrfyJPX14deswdz+nex5ksAdD5AOXA4bLgHn8D7CjB/KX0+P/71E2pR6MhKE5IjH2Xzif2Ul5pyemFI+L9PuBTLnueqNsHoNDA4e/dqDmzCvfzfMVLNzZIyF4TUL30aRl0khI8GxQB3Phb0xH1yV/XdWd9TqZp00f9Pns8ff/s9w5VXzX0wc2AjKHTA0nL3vml+F11+50M0UeVk0XCbBKWM5SI1HJhLetilhY6XC/8k/iO9YOkz/ru0tbuGJMcPLsiGyOG6eijlPHENchs2b4N/tw3zyt+CBuxa+oSIvg3oyEpwSlql8uMwB369Weff+vQBct39fC1t2khrBcqyAgazsfxzBTD7xPxtc0RwR9WQkPI3hsoYEuKs6Q/+u7T9bP9BRlM3FaH+MBEw9GQlOBcsU81daHbkw4GdCuQOszZYwLxmCcy5odYtETppCRoLyWnr5oj+Xz/jTuYS+F/8HoVp/Cf5zt8DAYvyn/ji7tn1rNk8jEhDj/Ykv+TTGeGMCLuEhwbPAxfRj8fyIcQKrVHbibAQXXor/3Rsx/+MT8PD9x18gINIC3nu89y8aCAoZCU6j+/0zGzANNgKXzj2KtJETDRn1vSU4P/Ph0tAIFgWMBExzMiIiUhiFjIiIFEYhIyIihVHIiIhIYRQyIiJSGIWMiIgURiEjIiKFUciIiEhhFDIiIlIYhYyIiBRGISMiIoVRyIiISGEUMiIiUhiFjIiIFEYhIyIihVHIiIhIYRQyIiJSGIWMiIiTUHNsAAABmklEQVQURiEjIiKFUciIiEhhFDIiIlIYhYyIiBRGISMiIoVRyIiISGEUMiIiUhiFjIiIFEYhIyIihVHIiIhIYRQyIiJSGIWMiIgURiEjIiKFUciIiEhhFDIiIlIYhYyIiBRGISMiIoVRyIiISGEUMiIiUhiFjIiIFEYhIyIihVHIiIhIYRQyIiJSGIWMiIgURiEjIiKFUciIiEhhFDIiIlIYhYyIiBRGISMiIoVRyIiISGEUMiIiUhiFjIiIFEYhIyIihVHIiIhIYRQyIiJSGIWMiIgURiEjIiKFUciIiEhhFDIiIlIYhYyIiBRGISMiIoVRyIiISGEUMiIiUhiFjIiIFEYhIyIihVHIiIhIYRQyIiJSGIWMiIgURiEjIiKFUciIiEhhFDIiIlIYhYyIiBRGISMiIoVRyIiISGEUMiIiUhiFjIiIFCY+yfcf8N7vKKQlIiISkjUn8ibjvS+6ISIi8iql4TIRESmMQkZERAqjkBERkcIoZEREpDAKGRERKYxCRkRECqOQERGRwihkRESkMAoZEREpzP8HheYuioaFwJAAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 720x720 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "stroke_weight = 1\n",
    "radius = 1\n",
    "\n",
    "im_plt = np.ones((700, 500, 3)).astype(np.uint8)\n",
    "im_plt_wh = im_plt.shape[:2][::-1]\n",
    "frame_cx = im_plt_wh[0] / 2\n",
    "# nwh = im_plt.shape[:2][::-1]\n",
    "colors = get_color_map(cmap='Accent', ncolors=4, bgr=True)\n",
    "\n",
    "joints = {\n",
    "  'elbow_shoulder_right': (3, 5, (5,220,250)),\n",
    "  'elbow_shoulder_left': (4, 6, (220,5,220)),\n",
    "  'hand_elbow_right': (1, 3, (5,5,220)),\n",
    "  'hand_elbow_left': (2, 4, (220,200,5)),\n",
    "}\n",
    "\n",
    "head_clr_mono = 120\n",
    "head_clr = (head_clr_mono, head_clr_mono, head_clr_mono)\n",
    "\n",
    "im_plt = np.ones((700, 500, 3)).astype(np.uint8)\n",
    "im_plt_wh = im_plt.shape[:2][::-1]\n",
    "frame_cx = im_plt_wh[0] / 2\n",
    "\n",
    "offset_ltrb = pose[6][0]\n",
    "video_scale = pose[5][0]\n",
    "video_size = pose[7][0][::-1]\n",
    "owh = pose[7][0][::-1]\n",
    "pose_pts = pose[2]\n",
    "\n",
    "for i in range(pose_pts.shape[2]): # 100 frames\n",
    "  \n",
    "  cx = int(((pose_pts[0][6][i] - pose_pts[0][5][i]) / 2) + pose_pts[0][5][i])\n",
    "  min_y = min(pose_pts[0][6][i], pose_pts[1][6][i])\n",
    "  cy = int(((pose_pts[1][6][i] - pose_pts[1][5][i]) / 2) + min_y)\n",
    "  \n",
    "  # cxy becomes the new 0,0 origin\n",
    "  \n",
    "  # add head\n",
    "  pt1 = [pose_pts[0][0][i] - cx, pose_pts[1][0][i], cy]\n",
    "  pt1 = scale_pt(pt1, offset_xy, video_size, im_plt_wh)\n",
    "  pt2 = [body_cx, body_cy]\n",
    "  pt2 = scale_pt(pt2, offset_xy, video_size, im_plt_wh)\n",
    "  clr = jitter_clr(head_clr, amt=25, mono=True)\n",
    "  #cv.circle(im_plt, pt1, radius, clr, -1, cv.LINE_AA)\n",
    "  cv.line(im_plt, pt1, pt2, clr, stroke_weight, cv.LINE_AA)\n",
    "\n",
    "  for m, j in enumerate(joints.items()):\n",
    "    j = j[1]  # value\n",
    "    pt1_orig = [pose_pts[0][j[0]][i], pose_pts[1][j[0]][i]]\n",
    "    pt1 = scale_pt(pt1_orig, offset_xy, video_size, im_plt_wh)\n",
    "    pt2_orig = [pose_pts[0][j[1]][i], pose_pts[1][j[1]][i]]\n",
    "    pt2 = scale_pt(pt2_orig, offset_xy, video_size, im_plt_wh)\n",
    "    clr = jitter_clr(j[2], amt=50)\n",
    "    cv.circle(im_plt, pt1, radius, clr, -1, cv.LINE_AA)\n",
    "    cv.circle(im_plt, pt2, radius, clr, -1, cv.LINE_AA)\n",
    "    cv.line(im_plt, pt1, pt2, clr, stroke_weight, cv.LINE_AA)\n",
    "  \n",
    "\n",
    "cv.imwrite('output_white.png', im_plt)\n",
    "plt.figure(figsize=(10,10))\n",
    "plt.xticks([]), plt.yticks([])\n",
    "plt.imshow(cv.cvtColor(im_plt, cv.COLOR_BGR2RGB))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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